Linear parabolic system of PDEs

We can use NeuralPDE to solve the linear parabolic system of PDEs:

\[\begin{aligned} \frac{\partial u}{\partial t} &= a * \frac{\partial^2 u}{\partial x^2} + b_1 u + c_1 w \\ \frac{\partial w}{\partial t} &= a * \frac{\partial^2 w}{\partial x^2} + b_2 u + c_2 w \\ \end{aligned}\]

with initial and boundary conditions:

\[\begin{aligned} u(0, x) = \frac{b_1 - \lambda_2}{b_2 (\lambda_1 - \lambda_2)} \cdot cos(\frac{x}{a}) - \frac{b_1 - \lambda_1}{b_2 (\lambda_1 - \lambda_2)} \cdot cos(\frac{x}{a}) \\ w(0, x) = 0 \\ u(t, 0) = \frac{b_1 - \lambda_2}{b_2 (\lambda_1 - \lambda_2)} \cdot e^{\lambda_1t} - \frac{b_1 - \lambda_1}{b_2 (\lambda_1 - \lambda_2)} \cdot e^{\lambda_2t} \\ w(t, 0) = \frac{e^{\lambda_1}-e^{\lambda_2}}{\lambda_1 - \lambda_2} \\ u(t, 1) = \frac{b_1 - \lambda_2}{b_2 (\lambda_1 - \lambda_2)} \cdot e^{\lambda_1t} \cdot cos(\frac{x}{a}) - \frac{b_1 - \lambda_1}{b_2 (\lambda_1 - \lambda_2)} \cdot e^{\lambda_2t} * cos(\frac{x}{a}) \\ w(t, 1) = \frac{e^{\lambda_1} cos(\frac{x}{a})-e^{\lambda_2}cos(\frac{x}{a})}{\lambda_1 - \lambda_2} \end{aligned}\]

with a physics-informed neural network.

using NeuralPDE, Lux, ModelingToolkit, Optimization, OptimizationOptimJL
using Plots
import ModelingToolkit: Interval, infimum, supremum

@parameters t, x
@variables u(..), w(..)
Dxx = Differential(x)^2
Dt = Differential(t)

# Constants
a  = 1
b1 = 4
b2 = 2
c1 = 3
c2 = 1
λ1 = (b1 + c2 + sqrt((b1 + c2)^2 + 4 * (b1 * c2 - b2 * c1))) / 2
λ2 = (b1 + c2 - sqrt((b1 + c2)^2 + 4 * (b1 * c2 - b2 * c1))) / 2

# Analytic solution
θ(t, x) = exp(-t) * cos(x / a)
u_analytic(t, x) = (b1 - λ2) / (b2 * (λ1 - λ2)) * exp(λ1 * t) * θ(t, x) - (b1 - λ1) / (b2 * (λ1 - λ2)) * exp(λ2 * t) * θ(t, x)
w_analytic(t, x) = 1 / (λ1 - λ2) * (exp(λ1 * t) * θ(t, x) - exp(λ2 * t) * θ(t, x))

# Second-order constant-coefficient linear parabolic system
eqs = [Dt(u(x, t)) ~ a * Dxx(u(x, t)) + b1 * u(x, t) + c1 * w(x, t),
       Dt(w(x, t)) ~ a * Dxx(w(x, t)) + b2 * u(x, t) + c2 * w(x, t)]

# Boundary conditions
bcs = [u(0, x) ~ u_analytic(0, x),
       w(0, x) ~ w_analytic(0, x),
       u(t, 0) ~ u_analytic(t, 0),
       w(t, 0) ~ w_analytic(t, 0),
       u(t, 1) ~ u_analytic(t, 1),
       w(t, 1) ~ w_analytic(t, 1)]

# Space and time domains
domains = [x ∈ Interval(0.0, 1.0),
           t ∈ Interval(0.0, 1.0)]

# Neural network
input_ = length(domains)
n = 15
chain = [Lux.Chain(Dense(input_, n, Lux.σ), Dense(n, n, Lux.σ), Dense(n, 1)) for _ in 1:2]

strategy = QuadratureTraining()
discretization = PhysicsInformedNN(chain, strategy)

@named pdesystem = PDESystem(eqs, bcs, domains, [t,x], [u(t,x),w(t,x)])
prob = discretize(pdesystem, discretization)
sym_prob = symbolic_discretize(pdesystem, discretization)

pde_inner_loss_functions = sym_prob.loss_functions.pde_loss_functions
bcs_inner_loss_functions = sym_prob.loss_functions.bc_loss_functions

callback = function (p, l)
    println("loss: ", l)
    println("pde_losses: ", map(l_ -> l_(p), pde_inner_loss_functions))
    println("bcs_losses: ", map(l_ -> l_(p), bcs_inner_loss_functions))
    return false
end

res = Optimization.solve(prob, BFGS(); callback = callback, maxiters=5000)

phi = discretization.phi

# Analysis
ts, xs = [infimum(d.domain):0.01:supremum(d.domain) for d in domains]
depvars = [:u,:w]
minimizers_ = [res.u.depvar[depvars[i]] for i in 1:length(chain)]

analytic_sol_func(t,x) = [u_analytic(t, x), w_analytic(t, x)]
u_real  = [[analytic_sol_func(t, x)[i] for t in ts for x in xs] for i in 1:2]
u_predict  = [[phi[i]([t,x], minimizers_[i])[1] for t in ts  for x in xs] for i in 1:2]
diff_u = [abs.(u_real[i] .- u_predict[i]) for i in 1:2]
for i in 1:2
    p1 = plot(ts, xs, u_real[i], linetype=:contourf, title="u$i, analytic");
    p2 = plot(ts, xs, u_predict[i], linetype=:contourf, title="predict");
    p3 = plot(ts, xs, diff_u[i], linetype=:contourf, title="error");
    plot(p1, p2, p3)
    savefig("sol_u$i")
end
loss: 1970.3022199718623
pde_losses: [317.59457401862693, 73.15704413529066]
bcs_losses: [27.09991415731958, 0.6876622643290335, 919.3882825471293, 244.68078151267684, 312.7753777645987, 74.91858357189126]
loss: 1606.208431468876
pde_losses: [115.66309979252735, 28.84073909849951]
bcs_losses: [16.499976997950554, 0.022987988379102868, 866.8264112031063, 230.1544144636352, 281.3083550191263, 66.89244690565174]
loss: 1545.6437434942627
pde_losses: [104.5560557093244, 18.636744510616154]
bcs_losses: [8.098365782842428, 2.647931992622945, 813.039592416556, 262.8024311321117, 250.4408840362714, 85.42173791391757]
loss: 1408.3136176208702
pde_losses: [41.56080312632251, 1.3084266288514819]
bcs_losses: [0.12043454743113288, 16.223714236109593, 706.1176486374427, 324.8333798933157, 193.49356909704665, 124.65564145435052]
loss: 1373.8024300556244
pde_losses: [23.275908461549207, 0.07066375044866068]
bcs_losses: [0.4397291433525569, 21.14882993837567, 674.5850420229925, 340.5049279921319, 178.6343638263455, 135.14296492042826]
loss: 1343.6565816267514
pde_losses: [8.867570062591115, 1.432649310878812]
bcs_losses: [1.696770688374508, 24.52368727185262, 648.369289006567, 350.26057024283716, 166.70460499440196, 141.8014400492484]
loss: 1304.6715382316593
pde_losses: [1.0635976088955874, 6.656491879403827]
bcs_losses: [3.467857662827351, 24.07670535099525, 624.8256078203169, 347.7730392288638, 156.68625050795652, 140.12198817239994]
loss: 1256.7041148102564
pde_losses: [13.705428978623809, 15.447930765979383]
bcs_losses: [3.528751910873298, 16.216697401816095, 612.8432697749898, 320.8225009933049, 152.20441674637797, 121.93511823829118]
loss: 1220.566106579782
pde_losses: [36.21990044995337, 21.702528951123096]
bcs_losses: [1.7021324608557347, 7.992155837938316, 611.6127562770877, 287.35171034863686, 153.79878630224977, 100.18613595193713]
loss: 1196.810605531964
pde_losses: [27.345154875737446, 15.708076094328478]
bcs_losses: [0.1305108143903009, 4.715255839833738, 626.0965448750625, 270.0946550183383, 163.2834395358191, 89.43696847845422]
loss: 1186.1907794221966
pde_losses: [29.6807849090591, 16.273058822338854]
bcs_losses: [0.010270000428125196, 3.7385562866285325, 622.3973353921687, 263.8993621065972, 164.54342846799418, 85.647983436982]
loss: 1161.4592759138186
pde_losses: [73.21583537314069, 36.59416016345135]
bcs_losses: [0.8999854109213888, 1.7325580931137805, 566.3235948028157, 248.64484104469446, 157.4943254600327, 76.5539755656487]
loss: 1154.0629642518677
pde_losses: [64.65008880665589, 31.501325896488]
bcs_losses: [2.911775104428882, 0.8609421590269, 570.2313503275142, 239.9557683825571, 172.53716602953213, 71.41454754566443]
loss: 1150.5745764026883
pde_losses: [65.66294276275886, 31.552623589709494]
bcs_losses: [3.1442984260347124, 0.41287200218892, 572.0829040802635, 233.75600645351852, 176.1539087371463, 67.80902035106774]
loss: 1145.0756205457315
pde_losses: [67.78678170045515, 32.96773425431833]
bcs_losses: [3.008259540801172, 0.28049557527056257, 568.6270730170909, 230.93666483414103, 175.54811795238538, 65.92049367126913]
loss: 1131.6957620391986
pde_losses: [75.37608087287926, 36.91373326167276]
bcs_losses: [3.8026406605281924, 0.023542359780084718, 558.0857360209365, 219.73661525440315, 178.88939722820183, 58.86801638079689]
loss: 1117.6321725382882
pde_losses: [57.919930524666846, 32.034963058637395]
bcs_losses: [5.800082002080621, 0.1257196777100107, 566.8585905387469, 212.78932958523401, 188.40805188958925, 53.6955052616232]
loss: 1108.2471277485727
pde_losses: [53.082015558263194, 32.791407998019814]
bcs_losses: [6.312027374498278, 0.12281241144748767, 560.4373340156318, 213.24218422382904, 189.670401725194, 52.588944441689094]
loss: 1096.7391231014647
pde_losses: [53.699514285956305, 36.713838412816976]
bcs_losses: [6.278136686257087, 0.1548856738412741, 548.5031419518434, 213.53053419608403, 186.64855377380152, 51.21051812086422]
loss: 1082.183525203394
pde_losses: [48.639269373410166, 42.58136920988786]
bcs_losses: [6.74913416323334, 0.23264248258081277, 531.1692164522453, 217.8748973152663, 183.98314574637132, 50.95385046039878]
loss: 1071.2902964036825
pde_losses: [59.00821476635233, 52.29704747148019]
bcs_losses: [6.626678312836264, 0.2709874836124342, 509.7941215317487, 216.49985083024487, 177.5553886025242, 49.23800740488355]
loss: 1062.509146141326
pde_losses: [60.91308156085011, 53.78424675558512]
bcs_losses: [5.105353650490818, 0.3793391692622621, 501.9604784645144, 219.21839469237426, 171.81938703108773, 49.328864817161325]
loss: 1034.0722000656629
pde_losses: [79.7600411559233, 75.27620934781777]
bcs_losses: [2.438021238272824, 0.5296841187614831, 461.70808351155455, 216.39058269701667, 151.19541723246533, 46.77416076385076]
loss: 1006.4044957143242
pde_losses: [88.37065335996698, 103.0096835917969]
bcs_losses: [1.0021645828507848, 0.6632338873301298, 427.585279390784, 213.05237623808915, 127.61680739085908, 45.10429727264711]
loss: 992.2605175625907
pde_losses: [86.75965335085552, 115.67796933616701]
bcs_losses: [0.7934244344745675, 0.9436141378268426, 411.62595396433085, 212.96998114217695, 118.33504338927548, 45.154877807483544]
loss: 962.5572610305735
pde_losses: [79.64423851997029, 130.5085990184123]
bcs_losses: [0.8347950613123484, 2.5669838324068928, 387.2774811486391, 213.58626348984006, 101.6287888370824, 46.5101111229102]
loss: 944.7173340546061
pde_losses: [79.85851401114378, 130.96607674397595]
bcs_losses: [0.6668523900217107, 3.4204781787398257, 376.83836261389297, 209.26697034713368, 98.1400246530385, 45.5600551166597]
loss: 927.5016331532036
pde_losses: [82.91523011502223, 131.01215681578967]
bcs_losses: [0.4687323146228384, 4.6512293571614185, 363.68718081648166, 205.6822905659776, 94.077292246533, 45.007520921615]
loss: 895.4769704123357
pde_losses: [125.46752663967574, 140.36379860051548]
bcs_losses: [0.6798079113327716, 5.683594322019449, 314.4392636160069, 169.06280090360508, 103.94896282840632, 35.83121559077406]
loss: 862.5561950352379
pde_losses: [179.84837189778122, 127.46910996400871]
bcs_losses: [0.13853583424585997, 6.5643244290663105, 261.4576360836239, 147.93402843429996, 104.94854566977013, 34.19564272244178]
loss: 852.3722772709549
pde_losses: [203.51625618027495, 122.94285121026803]
bcs_losses: [0.299307214780615, 6.218721099667254, 242.34413183622615, 138.2165193472086, 106.25748835213327, 32.577002030396145]
loss: 843.9115217854862
pde_losses: [230.77987354465614, 120.01554939605542]
bcs_losses: [0.7814744371269573, 5.7668097123269915, 221.62661976615584, 131.51165375205076, 101.56017600226117, 31.869365174853048]
loss: 795.5826513952943
pde_losses: [284.00417112303904, 116.14223467592541]
bcs_losses: [6.646117994602807, 5.136300219769253, 157.88336453992724, 107.01263027614837, 88.17504018545273, 30.58279238042941]
loss: 790.9984204228341
pde_losses: [297.4741717658279, 120.68939398565932]
bcs_losses: [8.660254238822851, 5.167451725866114, 141.42134657905484, 101.41469487116966, 85.60273780042519, 30.56836945600819]
loss: 781.6248896984243
pde_losses: [303.0808791919287, 124.25658306694517]
bcs_losses: [15.628259737992742, 7.333156701280869, 117.0314050415058, 97.54276441436282, 79.227483042731, 37.524358501677334]
loss: 772.9982993322055
pde_losses: [303.6192045217246, 124.37069552195071]
bcs_losses: [16.083421629611404, 7.6509125580394475, 113.05690831826236, 93.00941853543125, 78.11860592644618, 37.08913232073951]
loss: 742.3306336077158
pde_losses: [305.4106360530854, 124.51411638985167]
bcs_losses: [16.07480715087176, 8.2369619305846, 100.24885486578985, 76.75061071451263, 77.02606629990902, 34.06858020311087]
loss: 733.3615488537037
pde_losses: [330.783858725017, 128.58418157338244]
bcs_losses: [15.348225260403433, 6.415886822924419, 82.6845497954761, 60.43821160241328, 79.0266379321719, 30.079997141915044]
loss: 715.7793890844557
pde_losses: [311.43249412593747, 141.2451188925038]
bcs_losses: [16.06991552508814, 6.833451684386989, 77.55511526547251, 53.62041178949412, 80.4525809762722, 28.570300825300478]
loss: 697.8636794958422
pde_losses: [287.4453746250428, 158.23837224006306]
bcs_losses: [16.660929438769912, 7.07093102000089, 73.03574490309362, 46.702058059063525, 82.20065180141822, 26.50961740839029]
loss: 673.8676447180017
pde_losses: [247.13997239695323, 193.45490755998975]
bcs_losses: [17.308547702040933, 8.681255393700905, 65.93262542639562, 35.210707013585754, 83.36983561674629, 22.769793608589232]
loss: 655.1603249015521
pde_losses: [209.13564887175548, 217.3484572694575]
bcs_losses: [17.79038410675217, 10.277295165889736, 62.73851372510252, 31.079610390726085, 83.90173430054361, 22.888681071325017]
loss: 640.0629211877994
pde_losses: [184.83174906425361, 229.25066023596113]
bcs_losses: [18.151307843007245, 11.269855663268759, 60.88189263149324, 28.743790025955782, 84.51599482516495, 22.417670898694645]
loss: 624.3056636890449
pde_losses: [157.50123631272385, 263.92742233411866]
bcs_losses: [18.603876336228936, 15.00624513967385, 53.14257079634316, 16.452986974839938, 85.78653907230239, 13.884786722814082]
loss: 618.2573561413842
pde_losses: [157.290714806418, 259.71506750227906]
bcs_losses: [17.89035951562547, 15.008092826713352, 52.60972676282138, 16.193041668594365, 85.76980633537694, 13.780546723555592]
loss: 521.9035329956456
pde_losses: [151.48832429580236, 182.41763985898967]
bcs_losses: [9.662277118719157, 10.350150568496847, 52.60909154359847, 13.072973195766567, 92.52104465211134, 9.782031762161159]
loss: 514.762270388964
pde_losses: [148.09312748565821, 178.62867723343905]
bcs_losses: [9.028359975074299, 9.88247886196338, 53.33267737876025, 12.963612036055112, 93.34485909825204, 9.488478319761692]
loss: 495.77851065312655
pde_losses: [130.90217143451216, 179.5573146770538]
bcs_losses: [4.905749543805953, 6.751013003417659, 53.2207323498656, 12.189119399937308, 99.60337421029551, 8.649036034238508]
loss: 472.239517942627
pde_losses: [97.87636062975629, 187.4617879893626]
bcs_losses: [1.3858982092278804, 2.911668380046697, 58.345687356364564, 10.062761896810356, 102.66111475243227, 11.53423872862636]
loss: 453.34447179299525
pde_losses: [92.3710011173222, 164.08250884490903]
bcs_losses: [1.3024677918751881, 2.5194962113824326, 62.01924481832521, 8.915117936701254, 105.31759011161957, 16.817044960860358]
loss: 439.45693357966525
pde_losses: [107.27908715613196, 134.8733811319364]
bcs_losses: [1.3714894876463566, 1.3560730131952214, 65.13404501996656, 5.769064784475045, 103.37717352429571, 20.29661946201794]
loss: 403.0147030424131
pde_losses: [85.69426323535474, 100.74121128255622]
bcs_losses: [7.59046683474006, 1.0079574357639431, 76.7499808345172, 2.155382059448983, 104.70965453137752, 24.365786828654425]
loss: 397.4898542929678
pde_losses: [83.50132920013489, 96.69843655101755]
bcs_losses: [8.068006516459521, 1.0332102863000734, 77.12187416396883, 1.9635443377802027, 104.46235302320406, 24.641100214102657]
loss: 384.01382478543866
pde_losses: [106.46536623538918, 62.93547406620759]
bcs_losses: [11.44208324858849, 1.7237977709368402, 76.0935426959567, 2.1226444846438004, 92.74284100447002, 30.488075279246047]
loss: 379.42814769556423
pde_losses: [103.16427333710477, 61.80653805999507]
bcs_losses: [11.441868757920608, 1.761079499411812, 75.99634366410348, 2.3803680745075497, 91.91466532389735, 30.96301097862358]
loss: 354.47460086822275
pde_losses: [84.20898003061151, 36.799904473350935]
bcs_losses: [12.707552425508617, 3.2365918913354546, 78.10716153002762, 10.01184801745044, 91.45879948597458, 37.94376301396357]
loss: 328.8641169529619
pde_losses: [62.64513581300705, 26.993885715718683]
bcs_losses: [13.392578500792407, 3.5667835501124276, 78.01464833224257, 16.266837234131632, 86.59056319271798, 41.393684614239206]
loss: 305.58359565292676
pde_losses: [46.570551367214435, 23.654243706486795]
bcs_losses: [12.660765847731135, 2.866799384522108, 78.15119122575261, 15.875314431209043, 86.5802629164705, 39.22446677354014]
loss: 294.76122480599315
pde_losses: [40.072424307671945, 19.385834582478616]
bcs_losses: [10.599289170142042, 2.065190683883531, 82.27462591354245, 16.73304402577937, 88.19884647324469, 35.431969649250526]
loss: 281.00462100700236
pde_losses: [56.393568692456064, 24.497485209177878]
bcs_losses: [5.783239529990375, 0.8362391405520423, 76.08953047327303, 11.323114145856255, 80.09820504668413, 25.983238769012555]
loss: 260.6133941833073
pde_losses: [59.32776945554445, 12.254073808428634]
bcs_losses: [2.2592764465789523, 0.7657894461750947, 70.09175345253675, 12.55317888812328, 74.56976785679902, 28.79178482912113]
loss: 237.02138059473702
pde_losses: [52.352515381662904, 19.970633773869213]
bcs_losses: [0.38278405333799304, 1.5898360530620315, 62.90296871816093, 7.865644893837482, 67.15219798250737, 24.804799738299103]
loss: 226.30328739256532
pde_losses: [54.54984821568048, 11.729239157241418]
bcs_losses: [0.21441511371758978, 2.2631455508114753, 59.79506847110958, 8.647408570976683, 64.09941774735817, 25.004744565669952]
loss: 202.4061753916099
pde_losses: [36.616758546302556, 11.751625842823579]
bcs_losses: [0.08925022863847054, 3.1417265547662145, 58.19978907235688, 8.584292675990977, 59.58834167207923, 24.434390798652004]
loss: 184.3687506202053
pde_losses: [26.1111890421053, 15.748560194987746]
bcs_losses: [0.09126293089944557, 3.910172658191931, 56.269104978593276, 7.451636979829276, 53.6201012891334, 21.166722546464914]
loss: 174.20756941897082
pde_losses: [23.681544816997373, 15.120302396799469]
bcs_losses: [0.05525938513555087, 2.7437286266391556, 55.22109134324716, 7.626569290010301, 49.17377684696403, 20.5852967131778]
loss: 167.74292958880596
pde_losses: [16.491673989965562, 19.303207885100097]
bcs_losses: [0.0499683690155512, 1.680213028218378, 57.322338779764266, 6.483581176651343, 47.87537318166442, 18.53657317842635]
loss: 160.42452683324962
pde_losses: [13.931047106702296, 21.01362148229648]
bcs_losses: [0.04404769575891009, 1.0867523880286585, 56.67281065173216, 6.385650506546025, 43.240705506102834, 18.049891496082243]
loss: 140.44702239341026
pde_losses: [15.326730715410505, 23.004731088740098]
bcs_losses: [0.147985200097557, 0.03367699642408256, 51.868994606850755, 5.070783397970608, 34.272816437153246, 10.721303950763414]
loss: 131.7825046816767
pde_losses: [18.912035506207264, 17.666785808259785]
bcs_losses: [0.1574102391716675, 0.13884228634512036, 48.58214702092475, 5.546983301207405, 32.4396297506424, 8.338670768918305]
loss: 126.09983413471915
pde_losses: [22.70592143193346, 13.49862639568891]
bcs_losses: [0.31575992676820513, 0.5820086378501846, 45.21212492031546, 8.979847162154012, 29.34707229933605, 5.45847336067286]
loss: 123.78960609735093
pde_losses: [20.78360182076435, 13.811298420613817]
bcs_losses: [0.33298340172101565, 0.6754817420355632, 44.49153463550137, 9.437989153474653, 29.139173807665678, 5.117543115574481]
loss: 117.88912484080643
pde_losses: [21.52170356669703, 13.859103819350041]
bcs_losses: [0.6312566054301809, 0.9472492237516815, 38.737801733212144, 9.6475301471584, 27.67064289275733, 4.873836852449609]
loss: 107.55725087524814
pde_losses: [15.438527984210824, 14.901486261194057]
bcs_losses: [1.1240185576925987, 2.406734869919412, 31.175640830804312, 8.149773215427738, 26.796481525547524, 7.564587630451686]
loss: 104.09850432687358
pde_losses: [13.579445687552708, 13.993396231664754]
bcs_losses: [1.2527165631555826, 2.881438422443042, 29.869477230182518, 7.8462117424819455, 26.49436073050404, 8.181457718888977]
loss: 98.90242250152933
pde_losses: [12.721327485361824, 13.9350698669154]
bcs_losses: [1.543924314948523, 3.0010050046035834, 28.390542533460543, 5.537265906637931, 25.847624844662427, 7.925662544939102]
loss: 94.7906003533024
pde_losses: [12.36188912257536, 12.720016809248781]
bcs_losses: [1.9056547665035395, 3.3056667420985235, 27.278695569882764, 3.953264593841406, 25.045847152107996, 8.219565597044033]
loss: 91.59114863930941
pde_losses: [10.968217615213764, 11.444183276598343]
bcs_losses: [1.994003134221332, 3.1824200441242114, 26.851655380299512, 3.601317414587841, 25.027176504219213, 8.52217527004521]
loss: 87.86906246299087
pde_losses: [8.989961436691164, 12.055106763682057]
bcs_losses: [1.6423895783036353, 3.047180976145618, 26.03820614792877, 2.171772775996302, 25.665092478575712, 8.259352305667603]
loss: 85.97721270358807
pde_losses: [8.929630370211866, 13.347798076569326]
bcs_losses: [1.540281700737324, 2.576577391062058, 25.243435467811896, 1.7154832794744956, 25.577788784603463, 7.0462176331176405]
loss: 76.15179855611851
pde_losses: [8.39903896048982, 12.065261950841537]
bcs_losses: [0.8052470495271766, 0.34063380968100276, 25.216306953738968, 0.6263909337631773, 26.524884229580397, 2.1740346684964256]
loss: 72.76848252927613
pde_losses: [13.803854816556377, 9.108829460692869]
bcs_losses: [1.142722744229375, 0.008199342551534447, 22.726181161195548, 0.6385092976294388, 24.434419087812515, 0.9057666186084637]
loss: 69.29913765442335
pde_losses: [11.54962422039653, 9.718518828940367]
bcs_losses: [1.1870702523801482, 0.09246263604826455, 21.93802128538341, 0.5760212014082664, 23.40501081216697, 0.8324084176993871]
loss: 63.19348738840643
pde_losses: [16.073658606360635, 6.054057605923622]
bcs_losses: [1.4796789453833434, 0.07611236521875261, 19.840639080188783, 0.8316503654228888, 18.55498392331639, 0.28270649659201974]
loss: 58.336292137316164
pde_losses: [15.066602485996794, 6.077466912092492]
bcs_losses: [1.8581316671522898, 0.18036384304424902, 18.134217001249255, 0.7545958062868312, 15.900052178066051, 0.364862243428207]
loss: 53.04043253898468
pde_losses: [10.792808054759677, 6.691357286300911]
bcs_losses: [2.4864614483730216, 0.3968150705122986, 17.947387979899702, 0.9650617056811831, 13.05532019010249, 0.7052208033553935]
loss: 51.272521426967856
pde_losses: [9.17823590729018, 6.828567428584447]
bcs_losses: [2.5044761575613617, 0.42548315753659505, 17.87186199403323, 0.9246311299696489, 12.79123380667842, 0.7480318453139705]
loss: 49.66862423220243
pde_losses: [8.67105465587599, 5.99822663420109]
bcs_losses: [2.4556597271845897, 0.3855084535419428, 17.78521818661427, 0.9665942392437216, 12.65860422140666, 0.747758114134166]
loss: 48.1057596246271
pde_losses: [7.867938187329862, 5.543772172782831]
bcs_losses: [2.4473203671284214, 0.3943054001865541, 17.558609929200617, 1.1400822803310948, 12.393959853440368, 0.759771434227348]
loss: 47.16184324037372
pde_losses: [7.161482908064355, 5.515182871849869]
bcs_losses: [2.4551838951182585, 0.4319790686828897, 17.399496889372447, 1.159707193102738, 12.271014019550451, 0.7677963946327081]
loss: 44.739013190813495
pde_losses: [7.392767089689806, 5.510460371308932]
bcs_losses: [2.7732697740825625, 0.6589549915267121, 15.350696322472215, 0.8333985787263376, 11.274155190049251, 0.9453108729576732]
loss: 43.79157185712647
pde_losses: [7.150299056870258, 5.253842256988609]
bcs_losses: [2.6907077932067094, 0.6288427132670844, 15.173780380315161, 0.6586912932426031, 11.294378039772955, 0.9410303234630895]
loss: 38.4911591600666
pde_losses: [5.616363565419443, 4.6895596964194475]
bcs_losses: [3.325064495631017, 1.155921405388225, 10.992796795519126, 0.3301096206104378, 11.196573271167152, 1.184770309911754]
loss: 35.72005105300786
pde_losses: [3.953367721107987, 3.407615071638899]
bcs_losses: [3.3840913801970416, 1.4133365868147898, 10.032129651266924, 0.4811380155283733, 11.514072016560284, 1.5343006098935572]
loss: 34.951413681362
pde_losses: [3.6671287528740666, 3.16554661841018]
bcs_losses: [3.3189792628075523, 1.4084717311261028, 9.812312482689896, 0.5190116882332931, 11.505979850719928, 1.553983294500981]
loss: 34.41248128811817
pde_losses: [3.326697632257854, 3.0092210838979505]
bcs_losses: [3.3859841547249028, 1.494095941415952, 9.696908335982354, 0.5184045725706297, 11.359069376034197, 1.6221001912343302]
loss: 30.939492175920027
pde_losses: [1.9401817138846287, 2.3745876626560216]
bcs_losses: [3.407225103783246, 1.5812561457719534, 8.975087948106447, 0.42888511476409924, 10.422496681568072, 1.8097718053855585]
loss: 29.30736975052348
pde_losses: [1.2914465700699316, 2.308162308199454]
bcs_losses: [3.36129407369985, 1.5222133884811866, 8.59604712189587, 0.3840087567741058, 10.023188633729614, 1.8210088976734677]
loss: 28.124096417485873
pde_losses: [1.183023123460168, 2.0477977144192314]
bcs_losses: [3.3098830833039714, 1.4519713729825878, 8.606294664960258, 0.3449693725254171, 9.42433707600538, 1.7558200098288608]
loss: 27.667203807936488
pde_losses: [1.0804718705719243, 1.9036869327652612]
bcs_losses: [3.275046848882649, 1.4321074455159555, 8.534809546572804, 0.3363209245113016, 9.348179204175747, 1.7565810349408466]
loss: 25.876565704059097
pde_losses: [1.4404032015124952, 2.203792899804677]
bcs_losses: [2.909145754599625, 0.9976654324127, 7.48343725559076, 0.2957992115115144, 9.002259912190718, 1.5440620364366051]
loss: 25.03303722332221
pde_losses: [1.1433038800464117, 2.3332639781255726]
bcs_losses: [2.7681929089401787, 0.8343893434636396, 7.382338932548252, 0.3151988459165536, 8.867313005104082, 1.3890363291775172]
loss: 23.10543144855992
pde_losses: [2.984303222669312, 3.2286044182021323]
bcs_losses: [2.3792915310825014, 0.5685584227449698, 5.840141654404533, 0.3067796052969688, 6.765000583894401, 1.0327520102651042]
loss: 21.687685934196274
pde_losses: [3.3844536404794594, 2.703023122504913]
bcs_losses: [2.012797475384898, 0.40129486666465347, 5.408514581514369, 0.3472033430623661, 6.546392766417989, 0.8840061381676263]
loss: 21.13049249961635
pde_losses: [3.1345717443878036, 2.64453648855686]
bcs_losses: [1.9551083532838158, 0.3810223465340287, 5.312398190463165, 0.35229366630452463, 6.486594659895129, 0.8639670501910209]
loss: 19.431286175554543
pde_losses: [2.9365587911012825, 2.101714188401793]
bcs_losses: [1.7418583196743005, 0.39834510898234105, 4.85046814411557, 0.32444769522118444, 6.1840729110389905, 0.8938210170190806]
loss: 18.099863321662276
pde_losses: [3.16635079311, 2.6293787153454105]
bcs_losses: [0.9612037235185059, 0.48984019905011944, 3.76485420563927, 0.38527047645332685, 5.736391285668882, 0.9665739228767614]
loss: 17.79533477365063
pde_losses: [3.0070165699866567, 2.57865190397483]
bcs_losses: [0.928683339047264, 0.5007897740044442, 3.716062615129102, 0.38179151606099115, 5.6923308989393835, 0.9900081565079584]
loss: 16.527420011479087
pde_losses: [3.640133515951534, 2.1684754213977877]
bcs_losses: [0.6908635459126283, 0.3695097019309034, 3.1991002337033807, 0.2815767143317341, 5.28603509269484, 0.8917257855562779]
loss: 13.655971480455303
pde_losses: [4.122798567906472, 2.2458457580922677]
bcs_losses: [0.36717506439529246, 0.16372375248444151, 2.1278218164598357, 0.26426859193827695, 3.761650209619618, 0.6026877195590989]
loss: 12.808235173765596
pde_losses: [3.6566358787737765, 2.2713021201054597]
bcs_losses: [0.34109849532623493, 0.1592059474493377, 1.9993381835580513, 0.2647327898017705, 3.497191870219603, 0.6187298885313622]
loss: 11.94310655296611
pde_losses: [3.238807770840498, 2.2305123033203915]
bcs_losses: [0.317553654292152, 0.14724392889268026, 1.832213914650037, 0.25105377490572445, 3.3148681996245615, 0.6108530064400657]
loss: 11.3597276018009
pde_losses: [3.036632121279777, 2.171962932913413]
bcs_losses: [0.3265971523177898, 0.14225909608570841, 1.6829017254479703, 0.22381474404659923, 3.1241039066569702, 0.6514559230526726]
loss: 10.224574007596575
pde_losses: [2.6351266592793747, 1.881920649679785]
bcs_losses: [0.2966159890482273, 0.14267871489982956, 1.423067111617877, 0.21933642305453466, 2.9332923418227557, 0.6925361181941908]
loss: 7.802050225114339
pde_losses: [1.2341768506058204, 1.9444022527422915]
bcs_losses: [0.21382098875221378, 0.1070974232317763, 0.9572529475480549, 0.18763306029822346, 2.4021562855102494, 0.7555104164257089]
loss: 6.743895142983332
pde_losses: [1.0605505513021072, 1.7212888555426644]
bcs_losses: [0.13104734610524454, 0.0906578036372547, 0.6339791963186444, 0.15781450215711817, 2.152101320385765, 0.7964555675345333]
loss: 5.981613801370671
pde_losses: [0.9061149813171173, 1.4481901451024293]
bcs_losses: [0.15906185809705714, 0.06880113124098586, 0.3976376889374873, 0.20195281880706342, 1.8789986868889776, 0.9208564909795527]
loss: 5.5467942167966715
pde_losses: [0.7782065713817097, 1.0311085943676117]
bcs_losses: [0.15241709742582885, 0.06954305726490165, 0.36976254662095925, 0.2554747834604004, 1.8656363795197193, 1.0246451867555406]
loss: 5.404265228272903
pde_losses: [0.6819716640441476, 0.9697574485898531]
bcs_losses: [0.15408034812539156, 0.07071672731265682, 0.3621383817720842, 0.2608211273028745, 1.856767783424857, 1.0480117477010384]
loss: 5.199704957476341
pde_losses: [0.5671969155806379, 0.886878902912784]
bcs_losses: [0.14610739070667558, 0.06701682591321455, 0.35755610483868927, 0.2677379482018823, 1.8759965327636758, 1.0312143365587818]
loss: 4.914372077820015
pde_losses: [0.4244060553262899, 0.8066782872742045]
bcs_losses: [0.13491728348038975, 0.06855764978808118, 0.3536918275847893, 0.2790053776611779, 1.8160096111353163, 1.031105985569766]
loss: 4.4471061004529036
pde_losses: [0.31374972544031876, 0.5179188013476561]
bcs_losses: [0.1145806809013744, 0.06771154584159225, 0.3707192606676058, 0.2681117400266294, 1.7172624421884528, 1.0770519040392739]
loss: 4.3191159642317665
pde_losses: [0.2686870577077364, 0.4724100267404312]
bcs_losses: [0.10804071236928531, 0.0698698928620679, 0.37188743769932164, 0.26193854835891334, 1.699593243839356, 1.066689044654655]
loss: 4.147339622303713
pde_losses: [0.17856874063747594, 0.46504067217566863]
bcs_losses: [0.10687082675447064, 0.06781955879921134, 0.36775746371416074, 0.255632160522902, 1.6706590917943065, 1.0349911079055176]
loss: 3.9247523081038436
pde_losses: [0.12764588139335586, 0.3969942250828858]
bcs_losses: [0.10263298607289979, 0.06941334656495993, 0.3669016909451019, 0.242780701156175, 1.5848562478712696, 1.033527229017196]
loss: 3.8675475454672323
pde_losses: [0.10741563828398538, 0.3736481033399963]
bcs_losses: [0.09897580670860785, 0.06858410076251154, 0.36478080305522087, 0.25022499000805165, 1.5781816354314944, 1.0257364678773646]
loss: 3.503738901860335
pde_losses: [0.2107045695437714, 0.3002329010312737]
bcs_losses: [0.06302636657643236, 0.07061905631233262, 0.3082741333496497, 0.3918088742675729, 1.3271317533419302, 0.8319412474373719]
loss: 3.375020038693916
pde_losses: [0.1724073273268397, 0.3078955322408125]
bcs_losses: [0.05694501225379274, 0.07128022214451303, 0.3046856344050093, 0.3344011013399215, 1.3239349374330245, 0.8034702715500026]
loss: 3.110880775676747
pde_losses: [0.13970085143820415, 0.23233433069092585]
bcs_losses: [0.06494085752643088, 0.08002184637760706, 0.29246238528244245, 0.2552871028405481, 1.2841827927990133, 0.7619506087215754]
loss: 2.9177746624094816
pde_losses: [0.11702326259266312, 0.20828173128191227]
bcs_losses: [0.06640448326950495, 0.07047473331568802, 0.2805332114486599, 0.23007700438393375, 1.2378607685616223, 0.7071194675554968]
loss: 2.7693477630609555
pde_losses: [0.11077469215157702, 0.16094206650695214]
bcs_losses: [0.05217045134311828, 0.06740993529750205, 0.27377612153846953, 0.23137667948593316, 1.2240774612591614, 0.648820355478242]
loss: 2.651010695923382
pde_losses: [0.1243199061134868, 0.15469957306567608]
bcs_losses: [0.05318087012311441, 0.07244823852378691, 0.27255783959448526, 0.20287326995250776, 1.1733469555274412, 0.5975840430228834]
loss: 2.5329359440125936
pde_losses: [0.10599481323241085, 0.1369910662561309]
bcs_losses: [0.05085343252876913, 0.07267938931892698, 0.26838906969389714, 0.18785353422013115, 1.148117737908335, 0.5620569008539927]
loss: 2.427298245432324
pde_losses: [0.0998767863420227, 0.12553459368558267]
bcs_losses: [0.05395329939637521, 0.0711502600152549, 0.2589297881989642, 0.18599082199955058, 1.102578790008978, 0.5292839057855961]
loss: 2.307539951055156
pde_losses: [0.1055011654242579, 0.10754534242777429]
bcs_losses: [0.05121344492012514, 0.06901505017692156, 0.2498887058444543, 0.17615247924617367, 1.0609403074770236, 0.48728345553842556]
loss: 2.1945205381427564
pde_losses: [0.10911897356594001, 0.08506287014741838]
bcs_losses: [0.049898190722459726, 0.06740296563977685, 0.23959898671268126, 0.1653753387794626, 1.025812016785903, 0.45225119578911455]
loss: 2.1395116442318347
pde_losses: [0.11314919321467953, 0.08532990687683421]
bcs_losses: [0.04706021644671911, 0.06609909756152381, 0.2353609427775456, 0.16323149111576538, 1.006477171260805, 0.4228036249779621]
loss: 2.0116669404325496
pde_losses: [0.11502478874100779, 0.08090324544932288]
bcs_losses: [0.04568406276177873, 0.060215919674371725, 0.2210830380009448, 0.1497362286442079, 0.9677915880640939, 0.37122806909682204]
loss: 1.9222197308861213
pde_losses: [0.12536560837681052, 0.07296045787867281]
bcs_losses: [0.047408860058934355, 0.05663019026234637, 0.21112710990681233, 0.14174574015530106, 0.9252055636673604, 0.34177620057988356]
loss: 1.8554034666932142
pde_losses: [0.12984260707960205, 0.06729708141410969]
bcs_losses: [0.04471598559574204, 0.05441026671758144, 0.20444975780956207, 0.1314228693704873, 0.9080344044635482, 0.31523049424258154]
loss: 1.7952802487716306
pde_losses: [0.13095799170107705, 0.06690976006969257]
bcs_losses: [0.04136128647312032, 0.05239032311136829, 0.19738398681834995, 0.12049643169441643, 0.8968322445845245, 0.2889482243190815]
loss: 1.6682422071202605
pde_losses: [0.14345593604980142, 0.06628467604782369]
bcs_losses: [0.0391052734281857, 0.04695930058893942, 0.18286713251590558, 0.09808781824776706, 0.8513324801919764, 0.24014959004986136]
loss: 1.6094705526282724
pde_losses: [0.1422238596513166, 0.06418364408248464]
bcs_losses: [0.03704199466757177, 0.04505932155827188, 0.1752309328935678, 0.08919726606762121, 0.8377344385611329, 0.21879909514630555]
loss: 1.5089383019280167
pde_losses: [0.13840111483471254, 0.06541299352241639]
bcs_losses: [0.03315750078909139, 0.039102685171842226, 0.1657561114169135, 0.07152228521225198, 0.8104872608013441, 0.18509835017944454]
loss: 1.4433233216483272
pde_losses: [0.13370817075397035, 0.06746601837584269]
bcs_losses: [0.03166031694226967, 0.03714715264243057, 0.16016623477031935, 0.061554971566128255, 0.793603790451627, 0.15801666614573914]
loss: 1.3629276439075306
pde_losses: [0.11919700972808112, 0.06996259802084856]
bcs_losses: [0.027003431267931817, 0.03519160211004718, 0.153262759293223, 0.04938494595641332, 0.7759601307352285, 0.13296516679575718]
loss: 1.3070037588174785
pde_losses: [0.10725614811051, 0.07571918325413833]
bcs_losses: [0.023789432945326774, 0.03148155887961752, 0.1459463105302217, 0.04110809100767142, 0.7668931924987166, 0.11480984159127622]
loss: 1.2414084888651176
pde_losses: [0.08105525098729077, 0.08059683628419682]
bcs_losses: [0.020955575101544527, 0.027898161085781234, 0.14482815064615462, 0.03661256158248316, 0.7519668713563944, 0.09749508182127191]
loss: 1.1833143522987426
pde_losses: [0.0560289903737962, 0.08570555643020418]
bcs_losses: [0.02011328512627438, 0.025204557278651608, 0.13915752683652527, 0.033109796502487576, 0.7341867853231334, 0.08980785442766995]
loss: 1.1366721562204776
pde_losses: [0.04216866410466337, 0.0849320549383275]
bcs_losses: [0.017987213293445724, 0.022440860295844942, 0.13685274728953165, 0.03172829149397059, 0.7233127872983506, 0.07724953750634318]
loss: 1.0837220495958602
pde_losses: [0.031875593258349745, 0.08637702708610127]
bcs_losses: [0.01637381395067085, 0.020207205319653337, 0.1315571820385583, 0.03226080188152613, 0.7038965453487351, 0.06117388071226545]
loss: 1.0039960530653678
pde_losses: [0.016198996803103237, 0.07470756991045875]
bcs_losses: [0.014562397307473147, 0.017882682540625888, 0.1291489668273169, 0.033907201575384294, 0.6717006880204037, 0.04588755008060183]
loss: 0.9580195222697718
pde_losses: [0.010407285033586256, 0.06872596494983417]
bcs_losses: [0.014316051175860852, 0.015768047728680044, 0.12094270875907626, 0.03246846837441485, 0.6537094729686264, 0.04168152327969312]
loss: 0.9335069282914095
pde_losses: [0.011505275585879557, 0.06388427939292865]
bcs_losses: [0.01469401135925309, 0.014928470514614104, 0.11582273911927182, 0.029436051279386644, 0.6431468498732129, 0.040089251166862724]
loss: 0.8760774315296257
pde_losses: [0.010069226063566668, 0.060904183989252576]
bcs_losses: [0.015878786607072638, 0.01553774416579504, 0.1031801763769656, 0.024030437508940926, 0.6155006976146926, 0.030976179203339775]
loss: 0.8264572233375299
pde_losses: [0.009877409259224144, 0.05002372598539757]
bcs_losses: [0.019533100471931755, 0.014017381229231097, 0.0928322003022051, 0.01950997640050054, 0.5886047955557624, 0.03205863413327733]
loss: 0.7963958841428258
pde_losses: [0.012288888410021273, 0.04237957480167725]
bcs_losses: [0.020254543038505518, 0.014949812189092339, 0.08804221576122906, 0.018426676356052732, 0.5690745671193486, 0.03097960646689909]
loss: 0.7669101562423875
pde_losses: [0.019661483613531493, 0.041833945455484745]
bcs_losses: [0.02280200554029601, 0.015109721963020925, 0.08508244907398788, 0.012319988223357068, 0.53738918696198, 0.032711375410729215]
loss: 0.7459863768012926
pde_losses: [0.01638837774195188, 0.04150582829642834]
bcs_losses: [0.024002084002124155, 0.014925541446762499, 0.08280275325077432, 0.010558464153761871, 0.5238013332436026, 0.032001994665886956]
loss: 0.7246400863721864
pde_losses: [0.013436766700960074, 0.04135303012744235]
bcs_losses: [0.024695470087954256, 0.01533878627120086, 0.08131966930522747, 0.009485200966627408, 0.5093684588041381, 0.029642704108635776]
loss: 0.6883986310918785
pde_losses: [0.015269667570174478, 0.03672672464554133]
bcs_losses: [0.026443205770625745, 0.015277984958513407, 0.07839899829829182, 0.008817693172370345, 0.480417036649156, 0.027047320027205328]
loss: 0.6703451963863409
pde_losses: [0.01750134526994015, 0.03508133238448109]
bcs_losses: [0.02526140503753717, 0.015264229180418634, 0.07840156712420313, 0.009629718363000066, 0.4644716738555268, 0.024733925171233823]
loss: 0.645470062538449
pde_losses: [0.020272354746719578, 0.03386345704552701]
bcs_losses: [0.025909593588298883, 0.0159043202798231, 0.0766271517335067, 0.012355863639118284, 0.44057055140027573, 0.019966770105179714]
loss: 0.6208998013876504
pde_losses: [0.018242478582759, 0.030571478982942372]
bcs_losses: [0.02521753025823699, 0.015806071611904674, 0.07730380878499284, 0.015869220834521722, 0.4203836428596255, 0.017505569472667307]
loss: 0.5950743650686284
pde_losses: [0.020583464049337186, 0.022062755190543546]
bcs_losses: [0.020252735575180623, 0.014989475207204051, 0.07927773221249983, 0.024101734559932936, 0.39663845508910794, 0.01716801318482232]
loss: 0.5804000239679626
pde_losses: [0.01670985919801903, 0.02037018488883369]
bcs_losses: [0.019641476118417805, 0.015664965946851996, 0.07991946004578201, 0.026369308774932945, 0.3860227718448009, 0.015701997150324273]
loss: 0.5617359741956938
pde_losses: [0.010022431130699462, 0.016829722294800627]
bcs_losses: [0.020213769906485463, 0.01638706493540873, 0.08087073861972519, 0.027907035263145127, 0.3744836744810282, 0.015021537564401066]
loss: 0.5467563556111152
pde_losses: [0.005067914016974887, 0.014466455192971628]
bcs_losses: [0.02041624270070371, 0.017250395852771112, 0.08234073143115564, 0.02857407700254349, 0.36412388988472294, 0.014516649529271812]
loss: 0.5301120273133191
pde_losses: [0.006320787219827084, 0.01273422884289401]
bcs_losses: [0.018877217336725635, 0.016406460006914345, 0.0798803883628105, 0.02651511352610259, 0.3546722284042881, 0.01470560361375683]
loss: 0.5149249248724757
pde_losses: [0.009103531822257318, 0.010583267965757797]
bcs_losses: [0.020547821150009398, 0.01721679596380716, 0.07936236092592598, 0.023599334784439256, 0.34111996841527403, 0.013391843845004674]
loss: 0.4929444275372699
pde_losses: [0.013235466402218092, 0.008964432946568216]
bcs_losses: [0.02065345939822361, 0.01721071700044022, 0.07707020821185592, 0.01895380411424169, 0.32391222574737866, 0.01294411371634352]
loss: 0.4771077909351078
pde_losses: [0.014651901403350613, 0.007936011993806908]
bcs_losses: [0.020382991188843524, 0.01598807130753373, 0.07476375469973762, 0.013927195223101898, 0.31565149638141543, 0.01380636873731803]
loss: 0.4671810467504175
pde_losses: [0.012780152259895127, 0.007599854030246863]
bcs_losses: [0.021816000842322714, 0.014547632530004632, 0.07401680969056239, 0.013457027003705675, 0.30871648058762585, 0.014247089806054259]
loss: 0.45512360699090376
pde_losses: [0.012154589382481462, 0.006666604095361928]
bcs_losses: [0.021608297361914885, 0.01335867713775462, 0.07138807620288565, 0.013667115240842131, 0.3025073773605004, 0.013772870209162666]
loss: 0.4438578779621434
pde_losses: [0.007469461317899162, 0.00603233265978199]
bcs_losses: [0.022831893070622698, 0.01141842460752681, 0.07052149848605582, 0.013559230380088353, 0.297389308487613, 0.014635728952555483]
loss: 0.4342892567268567
pde_losses: [0.00763099524363337, 0.005743926354653562]
bcs_losses: [0.024651416727833036, 0.010156804983618256, 0.06905996075451097, 0.012591012035174645, 0.28936676012868423, 0.015088380498748685]
loss: 0.42197365928471087
pde_losses: [0.005659133805243909, 0.005832551829979214]
bcs_losses: [0.025028170502414834, 0.008959266557407537, 0.06585298873305359, 0.011133978620035496, 0.2838421706771154, 0.01566539855946088]
loss: 0.4042545990769952
pde_losses: [0.0028723004237522923, 0.008455031407663401]
bcs_losses: [0.025510856366937243, 0.0078057716807580085, 0.06254503356954906, 0.008556323733267163, 0.2742126341350541, 0.014296647760013947]
loss: 0.3918139008135076
pde_losses: [0.0033083359154513783, 0.007734811492374875]
bcs_losses: [0.024622046832967412, 0.00700571622592302, 0.061896356602628586, 0.007373299294217782, 0.2665222865686841, 0.013351047881260427]
loss: 0.37126508233166544
pde_losses: [0.004125849962338753, 0.006119444505379824]
bcs_losses: [0.0223737891663991, 0.005742325032146234, 0.06244821982642719, 0.005719540041375463, 0.2546001883428596, 0.010135725454739258]
loss: 0.3594229049712973
pde_losses: [0.0014580145814507535, 0.006083908265051075]
bcs_losses: [0.02130306791919881, 0.005027699130021608, 0.06336122392816326, 0.005268403344584329, 0.2478003945640548, 0.009120193238772643]
loss: 0.3523542922165155
pde_losses: [0.002514862336181773, 0.005898756275574461]
bcs_losses: [0.021014845448609036, 0.0050666600523092626, 0.06413229406214842, 0.004161690992581503, 0.24130584192600357, 0.008259341123107495]
loss: 0.346930004312728
pde_losses: [0.002929924088458113, 0.006055888528982896]
bcs_losses: [0.02113029034557649, 0.004838717133029797, 0.06295227732984661, 0.00392994844838964, 0.2369737429716028, 0.00811921546684163]
loss: 0.3398111487092848
pde_losses: [0.003297156256783706, 0.006340822236456986]
bcs_losses: [0.022585642705126658, 0.0043413933225419634, 0.062307150664378474, 0.004054991469994096, 0.22953957609563502, 0.007344415958367884]
loss: 0.3341978159937077
pde_losses: [0.004426512524553923, 0.006803573076228538]
bcs_losses: [0.023782438780004557, 0.003769743151147974, 0.0609883192694462, 0.0044862912844885455, 0.22301159091362185, 0.00692934699421606]
loss: 0.32495252559140625
pde_losses: [0.007216408289811179, 0.0079776705554536]
bcs_losses: [0.02491135608058966, 0.002680362017232778, 0.055825303347641186, 0.006104018220800074, 0.21409729971276206, 0.006140107367115704]
loss: 0.31627016760332594
pde_losses: [0.008678541256546433, 0.00839774037271162]
bcs_losses: [0.0226855353813654, 0.0022352544385976863, 0.05132549919795679, 0.007846835807132331, 0.20918846713498582, 0.0059122940140298565]
loss: 0.30459926356504646
pde_losses: [0.008942283660032213, 0.007403989115945158]
bcs_losses: [0.02322273538663732, 0.0015244412067323034, 0.04635894654025906, 0.010354804832798383, 0.20118504153627914, 0.005607021286362871]
loss: 0.29334012070145243
pde_losses: [0.006422441189616972, 0.007375224826563029]
bcs_losses: [0.02287344239631292, 0.0010850929970760573, 0.044092855756132636, 0.012611538275037493, 0.1934469285291408, 0.005432596731572531]
loss: 0.28639505133864934
pde_losses: [0.0054281193275325795, 0.006709634277905914]
bcs_losses: [0.02095612440067341, 0.0009689674074514243, 0.043102062504421806, 0.01391195645109389, 0.19002768563527603, 0.005290501334294251]
loss: 0.2790704170961547
pde_losses: [0.0032674396365606657, 0.006129779499456582]
bcs_losses: [0.020152020145626847, 0.0007541887616603547, 0.04288079053411199, 0.01620860408823395, 0.18485963951132733, 0.0048179549191769856]
loss: 0.27422394259424204
pde_losses: [0.0023348671078990296, 0.005655455804087172]
bcs_losses: [0.019754343639721728, 0.000643896854691963, 0.042364874304487043, 0.018024266969387186, 0.1808277794633504, 0.0046184584506175205]
loss: 0.2694324894774293
pde_losses: [0.002965029020042605, 0.005713927767368306]
bcs_losses: [0.018933713993515275, 0.0005817390633980569, 0.042204515116114553, 0.01863751186854439, 0.17618910181282801, 0.004206950835618141]
loss: 0.2643163920041918
pde_losses: [0.0030328209707624764, 0.0061446161699716595]
bcs_losses: [0.017440676270133473, 0.0006058126930608505, 0.04235996782502209, 0.018298129304118615, 0.17247099431524465, 0.00396337445587799]
loss: 0.2580715514454264
pde_losses: [0.00332458432434094, 0.007133870525469999]
bcs_losses: [0.014916441567381672, 0.0006944741354099787, 0.041411944154903804, 0.016272746150935293, 0.17032660257106763, 0.003990888015917055]
loss: 0.24818466400292036
pde_losses: [0.006006697678849786, 0.0065348848555783585]
bcs_losses: [0.012439089846606976, 0.0007407727455013256, 0.03934440736403108, 0.01371612083826337, 0.16548143495491102, 0.0039212557191784445]
loss: 0.2388930161148726
pde_losses: [0.006813616201152621, 0.004999706391701231]
bcs_losses: [0.011112166168308336, 0.0006908669290482008, 0.03809898859436828, 0.01112467416466976, 0.1619670977627408, 0.0040858999028833875]
loss: 0.22926650731162956
pde_losses: [0.0052771725236070485, 0.005122612372109562]
bcs_losses: [0.01038685595018057, 0.0006700234123502433, 0.03653614149770871, 0.009620126781379239, 0.15739804686712058, 0.004255527907173628]
loss: 0.2201061014847163
pde_losses: [0.002995317635689455, 0.005958660149872142]
bcs_losses: [0.009971773991772959, 0.0008337208245726975, 0.034393215823162744, 0.008167427087601294, 0.15318220119311013, 0.004603784778934882]
loss: 0.21216730415074408
pde_losses: [0.0022926047136880732, 0.00616018033847695]
bcs_losses: [0.010099172356513714, 0.0012245483995914387, 0.03098822609474546, 0.006372063219808733, 0.15004000511254, 0.004990503915379731]
loss: 0.2089438654637954
pde_losses: [0.0017972376684286973, 0.006554224075962282]
bcs_losses: [0.010280040039237649, 0.0013838155450094538, 0.03023161534859696, 0.006092074996130644, 0.147692471757789, 0.004912386032640749]
loss: 0.20355624500806105
pde_losses: [0.0009574944147150729, 0.006073305255508497]
bcs_losses: [0.011058925579040733, 0.001739382923113628, 0.028524120883709085, 0.005204671160286546, 0.14530441940525252, 0.004693925386434949]
loss: 0.2005281299246617
pde_losses: [0.0012496566802554484, 0.005888177118777413]
bcs_losses: [0.011385011505422964, 0.0018818532387841536, 0.027858020622620633, 0.005077249283933279, 0.14274459614945859, 0.004443565325409226]
loss: 0.19599010286093507
pde_losses: [0.0025285104235057802, 0.005294241997540677]
bcs_losses: [0.01201397320094434, 0.002269647863020219, 0.026681057595048994, 0.005146131898538606, 0.13800899431244465, 0.0040475455698918165]
loss: 0.19291203944854005
pde_losses: [0.0027692429684833216, 0.0036903344300477955]
bcs_losses: [0.011903810223564923, 0.00258268711456035, 0.025769439800504158, 0.005046280281346387, 0.1373486397588768, 0.0038016048711563295]
loss: 0.18726413889206062
pde_losses: [0.002461086901652485, 0.0030395291968282633]
bcs_losses: [0.012237795689967607, 0.0027456997131590248, 0.024061374626783517, 0.005200647183727177, 0.1338063129484991, 0.0037116926314434457]
loss: 0.18479851708648556
pde_losses: [0.0014816592804201124, 0.0031431406654075784]
bcs_losses: [0.012119720761203073, 0.0025222764305610763, 0.023575070865513144, 0.005121117482483442, 0.13295939327518233, 0.0038761383257148083]
loss: 0.1829212744808636
pde_losses: [0.0009119562567139283, 0.003426607202590391]
bcs_losses: [0.012176710239941149, 0.0023001008799953993, 0.023014629292787678, 0.0054446814430460545, 0.13161350275993267, 0.0040330864058563416]
loss: 0.1803434755378084
pde_losses: [0.0014530741101267525, 0.0036624431196777617]
bcs_losses: [0.012103510172938946, 0.001723272310325749, 0.022553128550672433, 0.0060345824249992104, 0.12874893698997747, 0.0040645278590900795]
loss: 0.17653276605810556
pde_losses: [0.0010244075587548186, 0.00426226674790562]
bcs_losses: [0.012080739876268582, 0.001304772631428977, 0.021020349301699093, 0.006767869043580931, 0.12577012675356442, 0.004302234144903095]
loss: 0.17083148410396196
pde_losses: [0.0020711748501465966, 0.004299352553386526]
bcs_losses: [0.01150149175490951, 0.00053495587671416, 0.020010292664689535, 0.007748546515490183, 0.12103117411838744, 0.003634495770238034]
loss: 0.16650154876576764
pde_losses: [0.002795942804371315, 0.0038529097952515515]
bcs_losses: [0.011192264545102821, 0.0005406635229127013, 0.019774393896173352, 0.0076721630708923745, 0.11691628903861005, 0.0037569220924534817]
loss: 0.1610928114842535
pde_losses: [0.0017419770258826734, 0.0034120467086369865]
bcs_losses: [0.01059918502570323, 0.0004767370998383545, 0.019032206808415685, 0.008217960594790932, 0.11385703903004046, 0.0037556591909451657]
loss: 0.15580065104548854
pde_losses: [0.0018925637928061735, 0.0029465668819688095]
bcs_losses: [0.010672276363260463, 0.00041879779053658817, 0.01749243379111298, 0.00848912741858856, 0.11045258868149718, 0.0034362963257177923]
loss: 0.15214049981335448
pde_losses: [0.0024018141754186583, 0.002382802356119438]
bcs_losses: [0.010651103018897812, 0.0003898647513334674, 0.016328037730780884, 0.008729689292734277, 0.10798657103130613, 0.003270617456763826]
loss: 0.15007826111726325
pde_losses: [0.0019653350422515286, 0.00234877844955088]
bcs_losses: [0.010890115170199142, 0.0003942914313007908, 0.015721966827167335, 0.00905959807695159, 0.10642728293271364, 0.0032708931871283276]
loss: 0.14584714820787192
pde_losses: [0.0016813194940327439, 0.002039244709638607]
bcs_losses: [0.010938815686969047, 0.000381548887326166, 0.014427012210971328, 0.009139774406773441, 0.10393536662419725, 0.0033040661879633637]
loss: 0.14314555054077313
pde_losses: [0.0014275677912991443, 0.0020279971309759776]
bcs_losses: [0.011185136252283106, 0.0003896903612569641, 0.01377640333174291, 0.009146648935468807, 0.10186575798627281, 0.0033263487514734198]
loss: 0.14009468102818723
pde_losses: [0.0015629145241294407, 0.0025159082603480694]
bcs_losses: [0.011210237631617376, 0.0004334506742809107, 0.013040329594880867, 0.008628941485710136, 0.09916528722300721, 0.003537611634213212]
loss: 0.13748883388907518
pde_losses: [0.0018770963692237496, 0.0026784788196045953]
bcs_losses: [0.011106920884671218, 0.0003580414810039347, 0.012689897752124367, 0.007901466047967572, 0.09710070109833832, 0.003776231436141417]
loss: 0.1357387441872324
pde_losses: [0.001967199172224259, 0.002379486883681122]
bcs_losses: [0.010485700229498802, 0.00027654618771816167, 0.01263603843329361, 0.007390897437139818, 0.09676409164421079, 0.0038387841994658254]
loss: 0.13205984013016908
pde_losses: [0.002458668728583741, 0.002374561155194778]
bcs_losses: [0.01002597061722175, 0.00023792091891642784, 0.01218924482929887, 0.006875500879711661, 0.0937895658787734, 0.0041084071224684535]
loss: 0.12912407725858763
pde_losses: [0.0018258660205852496, 0.0029445133164683218]
bcs_losses: [0.009189073673665532, 0.0001995375721245366, 0.011887510520855977, 0.006695338614140887, 0.09202154154012938, 0.004360696000617739]
loss: 0.12759477300005231
pde_losses: [0.0016529832796845496, 0.0030984508218294482]
bcs_losses: [0.009300539507510839, 0.00020131258898604105, 0.011653797389808398, 0.0067347698515844556, 0.0906361712510518, 0.004316748309596777]
loss: 0.12569036084964463
pde_losses: [0.0009071409587252808, 0.003512117335897079]
bcs_losses: [0.009370824212641156, 0.00021955246770605423, 0.011323097198913435, 0.006478226410880732, 0.08957600863845916, 0.004303393626421748]
loss: 0.12422749844838195
pde_losses: [0.0005562219180941553, 0.0036946498024011116]
bcs_losses: [0.009184915925035973, 0.00024573856276358526, 0.01121744449355193, 0.006178729256617976, 0.08894898528424496, 0.0042008132056722694]
loss: 0.12240465832074071
pde_losses: [0.00047314427361564056, 0.003792796841093586]
bcs_losses: [0.008953501212645218, 0.00026814863755617133, 0.01121775087002412, 0.0060926787726517904, 0.08754446134127579, 0.0040621763718784055]
loss: 0.12105400905324715
pde_losses: [0.0004699260857055438, 0.004273170601052815]
bcs_losses: [0.008899615950349141, 0.0002834349480329765, 0.011189537998727472, 0.005942464583348885, 0.0859756676114061, 0.004020191274624222]
loss: 0.11887801505267298
pde_losses: [0.0005909195878494539, 0.00433248611985101]
bcs_losses: [0.009079728156758855, 0.00033257486300015667, 0.011078222755741352, 0.005585506399822497, 0.08405484532739119, 0.0038237318422584743]
loss: 0.11716369312793953
pde_losses: [0.0008500837902608573, 0.004135364827371564]
bcs_losses: [0.00924413067215692, 0.00038025586566612464, 0.010902574546337945, 0.005541094640417442, 0.08242327694078865, 0.0036869118449400387]
loss: 0.11530723457730462
pde_losses: [0.0009152220199694116, 0.003785163671442315]
bcs_losses: [0.008654515201235419, 0.00048362768684897725, 0.010678573414502615, 0.005763223908084717, 0.08151609490252751, 0.003510813772693666]
loss: 0.11382782586069481
pde_losses: [0.0006912559094263175, 0.00430782130948007]
bcs_losses: [0.008669667318096375, 0.0006717005157568067, 0.010581363856517185, 0.006026178842328926, 0.07958050199454217, 0.003299336114546968]
loss: 0.11281671572995783
pde_losses: [0.0008152033184417588, 0.0038801712667624797]
bcs_losses: [0.008327731485733642, 0.0007995639232656401, 0.010426433379342601, 0.006252637118154316, 0.07907865478348572, 0.003236320454771664]
loss: 0.11130891528851869
pde_losses: [0.0008189391994026946, 0.004270691780509462]
bcs_losses: [0.007854003103231273, 0.0009795964600398223, 0.010377174712731568, 0.0063241370368500366, 0.07752753316887703, 0.0031568398268768164]
loss: 0.10919894838887821
pde_losses: [0.0009468607071105307, 0.004520346387832499]
bcs_losses: [0.0072314584524582354, 0.0010472048625641093, 0.010296596992355371, 0.00642460509376283, 0.07551044721580458, 0.0032214286769900557]
loss: 0.10655623683815342
pde_losses: [0.0012217524140130946, 0.00426359265093961]
bcs_losses: [0.0066570956078286815, 0.0008908697931826525, 0.010263140388110851, 0.006536014579666256, 0.07346518538453886, 0.003258586019873422]
loss: 0.10394597628745036
pde_losses: [0.001645774984715299, 0.004162711508290192]
bcs_losses: [0.006027233755829154, 0.000680479983496752, 0.010141761784848236, 0.006087837574691744, 0.07172885321486822, 0.003471323480710777]
loss: 0.10165699332637984
pde_losses: [0.0016787842768708537, 0.0037906601758500975]
bcs_losses: [0.005882752025411641, 0.0007238219515071903, 0.010166292830442004, 0.006004908631247656, 0.06986488884411163, 0.003544884590938788]
loss: 0.09869296745865949
pde_losses: [0.00140780528040312, 0.003260716382915615]
bcs_losses: [0.0061241826723554245, 0.0007170543324241282, 0.010071244305259141, 0.006112770312220864, 0.06754508929358906, 0.0034541048794921466]
loss: 0.09694112706596549
pde_losses: [0.001098863481768902, 0.002798293223659158]
bcs_losses: [0.006765557088656924, 0.0007439070179200776, 0.009934994667178227, 0.006046265467047918, 0.06620110609258156, 0.0033521400271527163]
loss: 0.09508006870448901
pde_losses: [0.0010930153040845819, 0.002836945331946238]
bcs_losses: [0.007077991882514687, 0.000685396152416425, 0.009540603591997359, 0.005753617406251313, 0.06517432013638891, 0.002918178898889494]
loss: 0.0940663542091468
pde_losses: [0.0012444689017708243, 0.002578418788843988]
bcs_losses: [0.007212912020971449, 0.0007259205354977589, 0.009319769067838424, 0.005776943829046412, 0.06426407804976199, 0.0029438430154159604]
loss: 0.09246198304176223
pde_losses: [0.0011132412743050134, 0.002568629426185926]
bcs_losses: [0.007548861440692086, 0.0007033327597570459, 0.00891906194159404, 0.0057507830162000185, 0.06310071437350465, 0.00275735880952346]
loss: 0.09143057569696365
pde_losses: [0.0008618407101552379, 0.0027843148660362704]
bcs_losses: [0.007734733027721416, 0.0006239970053315545, 0.008696360295919319, 0.005701472033219329, 0.062289758359701464, 0.002738099398879058]
loss: 0.09048298698458201
pde_losses: [0.0008168941787206816, 0.00275249510239849]
bcs_losses: [0.008203817454042495, 0.0005644427191728478, 0.008606950013520635, 0.005611888657182764, 0.06105249500142476, 0.002874003858119344]
loss: 0.0896382866054548
pde_losses: [0.0007843762478238396, 0.0027532392218772455]
bcs_losses: [0.008107975762215624, 0.0005372830350465513, 0.008621806153837926, 0.005456074886114339, 0.06046905923976935, 0.00290847205876992]
loss: 0.08861785716001971
pde_losses: [0.0007568205324849783, 0.0027303541668020972]
bcs_losses: [0.007943940080910565, 0.00039674702890936083, 0.008540604491392335, 0.005260006859013687, 0.06002299796374029, 0.0029663860367664134]
loss: 0.08678377420428257
pde_losses: [0.00068353555093492, 0.0026683854445751468]
bcs_losses: [0.007375884673856393, 0.0004168843505749667, 0.008398303937803869, 0.004939998958130106, 0.05915184411756794, 0.003148937170839229]
loss: 0.0849565739783331
pde_losses: [0.0007133361249395724, 0.0024034339095498625]
bcs_losses: [0.007041418078795169, 0.0004585583055882566, 0.008395368025963868, 0.0043535408305028465, 0.0583677295950049, 0.0032231891079886293]
loss: 0.08386362142292247
pde_losses: [0.00047754242878663675, 0.0023011373344727693]
bcs_losses: [0.007063760201081848, 0.00048542474058825276, 0.00842641670061181, 0.0042047204487998206, 0.05765446117229489, 0.003250158396286457]
loss: 0.08051953839304213
pde_losses: [0.00023795069808265772, 0.002032778827795794]
bcs_losses: [0.00665843475513585, 0.0006341571036695133, 0.008499056393698358, 0.0036234643305088974, 0.05559043569413141, 0.0032432605900196434]
loss: 0.07919933119145056
pde_losses: [0.00041951312045104236, 0.0019397394512645485]
bcs_losses: [0.006469090619260806, 0.0006706553370416404, 0.008528771191021928, 0.003433147823241409, 0.05445968768593145, 0.0032787259632377254]
loss: 0.0769199586999685
pde_losses: [0.0005279918417587355, 0.002675876907364274]
bcs_losses: [0.0054232504096273886, 0.00085148877824705, 0.008693182034305585, 0.0030248615765429165, 0.052720263340127124, 0.0030030438119954058]
loss: 0.07520901249836875
pde_losses: [0.0011647455554219311, 0.0024656702350400136]
bcs_losses: [0.005077745314438176, 0.0009315780506774438, 0.008688776129068956, 0.002815890596193236, 0.05113539087247091, 0.0029292157450580792]
loss: 0.07322533207015551
pde_losses: [0.0011547880302146796, 0.0024367786835647522]
bcs_losses: [0.004678534348130202, 0.000851377654291, 0.008444493819813444, 0.0025973329087006893, 0.05021494848341603, 0.0028470781420247165]
loss: 0.07077281589121286
pde_losses: [0.00044334954027721413, 0.0022496027697377434]
bcs_losses: [0.004622569034072232, 0.0005490265644890622, 0.008481726108581365, 0.0027260594324743305, 0.04905372262242254, 0.002646759819158367]
loss: 0.06905739054340782
pde_losses: [0.0005820735139418411, 0.0019188279457878945]
bcs_losses: [0.004702270005325205, 0.0003789211643214836, 0.008802107987765238, 0.0028443316743703394, 0.047317541446029135, 0.002511316805866674]
loss: 0.06726179296086343
pde_losses: [0.0005311699315823089, 0.0019059197899767664]
bcs_losses: [0.00476424709017284, 0.0002897246823792601, 0.008558749099518377, 0.003012200621303287, 0.045857371327295206, 0.002342410418635384]
loss: 0.06560905600084652
pde_losses: [0.0006174219556930911, 0.0017629339427105981]
bcs_losses: [0.00476482659488423, 0.0002830760717356492, 0.008325959691581182, 0.0032328827861211468, 0.04430823634301868, 0.002313718615101947]
loss: 0.06373296989931426
pde_losses: [0.0006977235540398999, 0.0015696674200833842]
bcs_losses: [0.0047013770897698535, 0.00034059827946179746, 0.007809615317252984, 0.003545650691147061, 0.04279153045774291, 0.0022768070898163684]
loss: 0.062188597517956384
pde_losses: [0.0006986116458569627, 0.0013522047061134143]
bcs_losses: [0.004680480166622874, 0.0004082912840850889, 0.007608584110961974, 0.003757286383207967, 0.041446206228574284, 0.002236932992533825]
loss: 0.06096621681219175
pde_losses: [0.0007325053323852864, 0.0011054377497362368]
bcs_losses: [0.00466387242675026, 0.00045718212493090984, 0.007499606696732269, 0.0037280613317477933, 0.04060757252476672, 0.0021719786251422736]
loss: 0.05998274860291734
pde_losses: [0.0008250815772160564, 0.0009655015656158493]
bcs_losses: [0.004632936544643244, 0.00046864721336076795, 0.0074378152978478215, 0.0036912382772466045, 0.03985832813232398, 0.002103199994663024]
loss: 0.05911482229015474
pde_losses: [0.0008247461600439458, 0.0009092459017787437]
bcs_losses: [0.004640692578961415, 0.0005165657528434818, 0.007479077233156827, 0.003784540095664295, 0.039035241608614844, 0.0019247129590911846]
loss: 0.0581705326859777
pde_losses: [0.0008865032755854692, 0.000639663365042482]
bcs_losses: [0.004576126962361554, 0.0005364541313677033, 0.007561308323583179, 0.003943916590633466, 0.038106674270148605, 0.0019198857672552477]
loss: 0.05717949219090008
pde_losses: [0.0006701596506130945, 0.00042700594832813964]
bcs_losses: [0.004403945388483333, 0.0005575440906877302, 0.0076760173743908346, 0.0041692608339338015, 0.03730244663784555, 0.001973112266617592]
loss: 0.05639871957501625
pde_losses: [0.000537578561344816, 0.0003507509420472345]
bcs_losses: [0.004503327242257374, 0.0005373284521644935, 0.007608586215282381, 0.004380085718346745, 0.0365551003822388, 0.0019259620613344005]
loss: 0.05531158529713254
pde_losses: [0.0005431795360082086, 0.00040283131316325323]
bcs_losses: [0.0048014646421889575, 0.0004384724083820209, 0.007459420809216915, 0.004622703978733074, 0.03516583001800893, 0.0018776825914311786]
loss: 0.05441058275515951
pde_losses: [0.000523880386452055, 0.0005041675215833939]
bcs_losses: [0.004710035274342122, 0.00046326356570192215, 0.007439570187893998, 0.004141251891327325, 0.03465233371071636, 0.0019760802171423265]
loss: 0.053754574961485
pde_losses: [0.0004692226634320609, 0.00040563783011657724]
bcs_losses: [0.004748650537787882, 0.0005012095075807666, 0.007487268164498407, 0.004144070810667192, 0.034004303453956046, 0.001994211993446072]
loss: 0.052493258204154146
pde_losses: [0.000451968081867997, 0.0004282297165750871]
bcs_losses: [0.0046101461644636335, 0.0006331649032130112, 0.007605952495662008, 0.0039279951442034305, 0.03276898424492585, 0.00206681745324313]
loss: 0.05177998415267568
pde_losses: [0.0003668489255665629, 0.00052393963599207]
bcs_losses: [0.004468829847992047, 0.0006608010155783663, 0.007666051713723189, 0.003964181035802131, 0.03202731488265537, 0.0021020170953659407]
loss: 0.05080981814646401
pde_losses: [0.0004612335119709128, 0.0005646123147099229]
bcs_losses: [0.004043785822520757, 0.000623131224883305, 0.007813376894685368, 0.0038948967605866016, 0.03131377975119211, 0.002095001865915042]
loss: 0.049708421885455954
pde_losses: [0.00045278139705996534, 0.0007540106267220745]
bcs_losses: [0.003639450829347113, 0.0006412438372616562, 0.008045864431132062, 0.003821080854506229, 0.03033148067744846, 0.002022509231978399]
loss: 0.04886597730959676
pde_losses: [0.0004457966648696648, 0.0004660352332676322]
bcs_losses: [0.003302718746417025, 0.0006167861876367681, 0.008260287937542587, 0.0038790033895877117, 0.030008175759279866, 0.0018871733909955027]
loss: 0.048028580379458424
pde_losses: [0.0002470973686232339, 0.0007158613238545903]
bcs_losses: [0.003154241719777691, 0.0005916164559781823, 0.008409259966814499, 0.004066868419195412, 0.029041811317737753, 0.0018018238074770643]
loss: 0.04743925372573238
pde_losses: [0.00017655605685501367, 0.0007821722643786483]
bcs_losses: [0.0031193076813683315, 0.0006085876261232808, 0.008444425749538303, 0.004083614754512938, 0.028534617511911387, 0.001689972081044474]
loss: 0.04691160019780785
pde_losses: [0.00012803300529609, 0.0008796477560042963]
bcs_losses: [0.0030495617777648453, 0.0006663479110400254, 0.008518357504770983, 0.004125012745975112, 0.027914707489731336, 0.0016299320072251599]
loss: 0.04623056662638238
pde_losses: [0.0001939813234476307, 0.0009326326139251767]
bcs_losses: [0.002931637604034716, 0.0007732414390600118, 0.00865455658250624, 0.004311982567425511, 0.02679837075856532, 0.0016341637374177652]
loss: 0.045714140864338955
pde_losses: [0.00016194504955991258, 0.0008885447960290828]
bcs_losses: [0.00277706482280829, 0.0008812967884622207, 0.00872081563316379, 0.0042456252279073695, 0.02639413630975579, 0.0016447122366524958]
loss: 0.04523464612795323
pde_losses: [0.00023514352947482674, 0.0009818520504369028]
bcs_losses: [0.0027047666607694894, 0.0010692822573172155, 0.008739932927342871, 0.004238250019010079, 0.02565094546980887, 0.0016144732137929668]
loss: 0.04474398105319276
pde_losses: [0.00016262385422668372, 0.0011230443428138501]
bcs_losses: [0.0027103553095803585, 0.0012723119650550542, 0.008678925380811508, 0.004106167800151689, 0.025062544240516137, 0.0016280081600374766]
loss: 0.0443877344509425
pde_losses: [0.00017440886810346482, 0.0011816829981339148]
bcs_losses: [0.002726280904983619, 0.0013644443466900992, 0.008672455420978623, 0.004086347627768907, 0.024524654525310233, 0.0016574597589736418]
loss: 0.04379866085263557
pde_losses: [0.0001630675695881309, 0.0014266439587376262]
bcs_losses: [0.0028388233608541823, 0.0015420243827232007, 0.008689118000624966, 0.004038638769912391, 0.023424060787368174, 0.001676284022826894]
loss: 0.0433200917833244
pde_losses: [0.0002914214575892496, 0.001232495010178698]
bcs_losses: [0.00293068413566533, 0.0015957698693768, 0.008654607925681625, 0.003945386476835578, 0.022919840336024535, 0.0017498865719725774]
loss: 0.042885918401963714
pde_losses: [0.0001955212884072244, 0.0011928282019675884]
bcs_losses: [0.0029620186365863933, 0.0016792718335808471, 0.008777669278660293, 0.004005335158878406, 0.02227895335351581, 0.0017943206503671513]
loss: 0.04174748846898941
pde_losses: [0.0003185970592524383, 0.0008493427076664181]
bcs_losses: [0.0029219370778075975, 0.0018222399839330913, 0.009137165508546983, 0.004035678981767275, 0.02078650351128655, 0.001876023638729052]
loss: 0.04081328903146447
pde_losses: [0.00039740334106584235, 0.000735275917187554]
bcs_losses: [0.0028669067055299554, 0.0019632297508363154, 0.009227459687663597, 0.004072217592518758, 0.01972685175940374, 0.001823944277258708]
loss: 0.03968220670251122
pde_losses: [0.00012687850149741047, 0.0009584415407686926]
bcs_losses: [0.0025402908307560392, 0.0019129040029955, 0.009261126630267826, 0.00398643859793496, 0.019132759407367056, 0.001763367190923735]
loss: 0.0392893327629438
pde_losses: [0.00011148930007678384, 0.0009340926221649768]
bcs_losses: [0.002436636260938435, 0.0019940002812686647, 0.009344306449342555, 0.004007453399037342, 0.018679792281509806, 0.001781562168605243]
loss: 0.03855855139713753
pde_losses: [0.00012362708862248092, 0.0009211170903022287]
bcs_losses: [0.0022937452259519193, 0.002116820976554972, 0.009392522711406094, 0.003973235263655483, 0.01795382021338457, 0.0017836628272597803]
loss: 0.03800612506697153
pde_losses: [0.00017563135219737387, 0.0008141015740300838]
bcs_losses: [0.002235587650395862, 0.002271079430081422, 0.009427666801621704, 0.003978217883088697, 0.01727783783340055, 0.0018260025421558313]
loss: 0.037293304050603486
pde_losses: [0.00016111763040059952, 0.000893531138148502]
bcs_losses: [0.002067613091082859, 0.002353340771451391, 0.009476393661934632, 0.0038434146969169376, 0.01658978091474103, 0.0019081121459275283]
loss: 0.03696369521939958
pde_losses: [0.00018261759565507216, 0.0008062235128534356]
bcs_losses: [0.0020405158956619063, 0.0024144693212348727, 0.009492131099358255, 0.003842322654255658, 0.016238893509990936, 0.0019465216303894434]
loss: 0.03610731616107707
pde_losses: [0.00032277185112740734, 0.0007836936003720092]
bcs_losses: [0.002003447165771862, 0.0025030853910283663, 0.009493464577600886, 0.0037795649633150016, 0.015208842379609958, 0.0020124462322515806]
loss: 0.035617352537818336
pde_losses: [0.00039416018080672144, 0.000870026812916753]
bcs_losses: [0.001958296446981645, 0.0025529155066812866, 0.00950316472085666, 0.003727813944003845, 0.014569939621725864, 0.002041035303845566]
loss: 0.034412692396800185
pde_losses: [0.00041304698873213797, 0.0010288155331280677]
bcs_losses: [0.0018760459858864766, 0.0023519305185645315, 0.009443696797020555, 0.0033906865658343286, 0.013775047382245826, 0.002133422625388262]
loss: 0.03283763947337235
pde_losses: [0.0007707161752769637, 0.0007234060444600159]
bcs_losses: [0.0017218397106033001, 0.0020904170767434747, 0.009470403903127181, 0.0031919401515174517, 0.012752142553996723, 0.00211677385764724]
loss: 0.0314487004825234
pde_losses: [0.0006867068111092085, 0.0011252636321716137]
bcs_losses: [0.0015680088652868815, 0.0017361714120625212, 0.009406425084958092, 0.0028870178837997395, 0.011953232701593052, 0.0020858740915422926]
loss: 0.029619890815049402
pde_losses: [0.000656919665613392, 0.0008062441931864642]
bcs_losses: [0.0015969481643394539, 0.0013226990975292552, 0.009320210076973472, 0.002746668949214718, 0.011138612632455525, 0.0020315880357371207]
loss: 0.02897727915740944
pde_losses: [0.0006486760016685097, 0.0007823699834625117]
bcs_losses: [0.0015388820771890033, 0.0011827398112307609, 0.009298417329311083, 0.0027199489356041742, 0.010750838467106755, 0.002055406551836645]
loss: 0.027881304937730264
pde_losses: [0.0007050127490975459, 0.0007824851492422647]
bcs_losses: [0.0014173221227320137, 0.0008711392239660548, 0.009208067233894524, 0.002511331276417175, 0.010345532502302034, 0.002040414680078654]
loss: 0.027017816520154295
pde_losses: [0.0005949368803782117, 0.000721478031096862]
bcs_losses: [0.001352114709648208, 0.0006805582376656527, 0.009230777664342778, 0.00250085877006109, 0.009882179647602744, 0.002054912579358751]
loss: 0.026258640044863824
pde_losses: [0.0005311489328635152, 0.0006853367087656853]
bcs_losses: [0.0012584029349502232, 0.0004356060306925639, 0.009246988686421865, 0.0024596941693929707, 0.009561174149503002, 0.0020802884322740013]
loss: 0.0255927936004397
pde_losses: [0.00036184288916885776, 0.0007627090211845637]
bcs_losses: [0.001194754293261766, 0.000308272246773292, 0.009317145095044735, 0.00230654583742792, 0.009217580142894819, 0.0021239440746837453]
loss: 0.025205744306158566
pde_losses: [0.0001925785351790139, 0.0008007925442049983]
bcs_losses: [0.0011574962079982723, 0.00027688988235765076, 0.009372684933894867, 0.002091054769923862, 0.009225858960627309, 0.002088388471972588]
loss: 0.02485057794862853
pde_losses: [0.0001843769153351283, 0.0009618678920602265]
bcs_losses: [0.001128955983329871, 0.00023823863953634456, 0.009295801082066419, 0.001907243596970659, 0.009034007243316168, 0.0021000865960137107]
loss: 0.02451577088269071
pde_losses: [0.00019861541417141295, 0.0011114058636647118]
bcs_losses: [0.0010784783563389877, 0.00020252734141267884, 0.00923209488235235, 0.0017374839534407642, 0.008827628030177693, 0.002127537041132114]
loss: 0.02427501793344431
pde_losses: [0.00017052923520152773, 0.00118308949161067]
bcs_losses: [0.001031719278257005, 0.0002026353277666245, 0.009190050161763271, 0.0016169957374231035, 0.008768365678882223, 0.002111633022539886]
loss: 0.023980968584078662
pde_losses: [0.00011180931588218754, 0.0012554788395191304]
bcs_losses: [0.0009828693722707955, 0.00019978007252996927, 0.009121745143298665, 0.0014581001464763614, 0.008739605424704693, 0.0021115802693968595]
loss: 0.023522778832916067
pde_losses: [0.0002143681715609147, 0.0011207439391987051]
bcs_losses: [0.0009694716887267139, 0.00019078364394130773, 0.008978439819461805, 0.0013110281891249307, 0.008549602172855726, 0.0021883412080459614]
loss: 0.023142234042957475
pde_losses: [0.00027226343763962204, 0.0009943094123172336]
bcs_losses: [0.0009437997855784115, 0.0001744643006583426, 0.008888553213836607, 0.0012205571704776209, 0.008400525786303107, 0.002247760936146528]
loss: 0.022652266423529705
pde_losses: [0.0002857627749171895, 0.0008682574268039598]
bcs_losses: [0.0008642087431156959, 0.0001271701897136768, 0.008779639072872433, 0.0011783558070390717, 0.008208010780647711, 0.0023408616284199667]
loss: 0.022295168192232387
pde_losses: [0.00019000553181791757, 0.0007980776875143523]
bcs_losses: [0.0008418514334109039, 0.00011960354723776313, 0.008668953393651108, 0.0011221659763015772, 0.008187381809602098, 0.0023671288126966713]
loss: 0.021950409885757707
pde_losses: [0.00013618403872989174, 0.0007144645931072618]
bcs_losses: [0.0008826224252780361, 0.00012685564379637482, 0.008519512718140656, 0.0011086275292178742, 0.008098598990425827, 0.0023635439470617854]
loss: 0.02166526002842633
pde_losses: [0.00010670090595261754, 0.0006933166577543815]
bcs_losses: [0.0008938069236631992, 0.00012923412081999349, 0.008427416037154202, 0.0010881984280308899, 0.007964145494866392, 0.002362441460184655]
loss: 0.021278224851054534
pde_losses: [5.298715431591832e-5, 0.0007105541685131976]
bcs_losses: [0.0009413643979855428, 0.000160941152074243, 0.008219974740073542, 0.0010581973881215211, 0.00788935858948551, 0.0022448472604850575]
loss: 0.020933511482355976
pde_losses: [7.745435747169636e-5, 0.0006890342985330308]
bcs_losses: [0.0010084489254302204, 0.00017644820285552513, 0.008040299933887548, 0.0010497795985842083, 0.007665254063830576, 0.002226792101763172]
loss: 0.0205803339208779
pde_losses: [7.268341705312342e-5, 0.0007247026012599211]
bcs_losses: [0.0010890489654379826, 0.00021990969047271176, 0.007796462552141745, 0.0010032371173859741, 0.007522374747639004, 0.0021519148294874375]
loss: 0.020355717335962715
pde_losses: [9.76670670373784e-5, 0.0007254151831902212]
bcs_losses: [0.0011787149213567936, 0.000223166769189744, 0.007653250915831167, 0.0010007672022966936, 0.007363368666750953, 0.002113366610309762]
loss: 0.02011400478812357
pde_losses: [0.00012847477760256603, 0.0006023481376599852]
bcs_losses: [0.0012762382914125328, 0.0002363922732109714, 0.0075643986419666066, 0.001007097384997157, 0.0072599367474828974, 0.0020391185337908565]
loss: 0.019881049212513636
pde_losses: [9.635358588032439e-5, 0.0005727627967887072]
bcs_losses: [0.0012338954297699137, 0.0002331158531390594, 0.007453717550672945, 0.0010327581077681776, 0.007250998533740268, 0.002007447354754239]
loss: 0.019573012092941593
pde_losses: [8.940372034559858e-5, 0.0005475621015442127]
bcs_losses: [0.001119226708377231, 0.0002033932132781174, 0.0073565008670963255, 0.0010735660834542001, 0.007167019804140503, 0.002016339594705406]
loss: 0.019225101369022668
pde_losses: [0.00011749549528938051, 0.0004833211740965357]
bcs_losses: [0.0010978502199913095, 0.00021360344104385875, 0.007233099375418923, 0.0010251198906388464, 0.007084503973587612, 0.001970107798956202]
loss: 0.019006842933510674
pde_losses: [0.0001350625569569659, 0.0004584692867414466]
bcs_losses: [0.0011350743253430032, 0.00021956901591551993, 0.0071916072832468965, 0.000972075631923362, 0.00694915164254879, 0.001945833190834691]
loss: 0.018668575431265023
pde_losses: [0.00015521720489582755, 0.00031257393229538533]
bcs_losses: [0.0012169572706372447, 0.00024257953753534085, 0.007157746670098752, 0.0009328038188822548, 0.006739809987216462, 0.0019108870097037586]
loss: 0.01835577684987764
pde_losses: [0.00012740225289184414, 0.00025713697313166264]
bcs_losses: [0.0011263704709661238, 0.0003129530326436127, 0.007153855364071064, 0.0009053845317355819, 0.006629491843385701, 0.0018431823810520515]
loss: 0.018045190647141374
pde_losses: [0.00014287636009352662, 0.00022238315522376577]
bcs_losses: [0.0011305930267700172, 0.00038431466661141014, 0.007043446248303354, 0.0008908179615961974, 0.006448731418538062, 0.0017820278100050416]
loss: 0.017794205308187573
pde_losses: [6.036724229612397e-5, 0.00018988772540091842]
bcs_losses: [0.0011142963073030607, 0.00042365292056317327, 0.007014958311535453, 0.0008684662799543581, 0.006380205616693226, 0.0017423709044412606]
loss: 0.01755786712387433
pde_losses: [7.651700854035043e-5, 0.00020042230366253678]
bcs_losses: [0.0010688693260455485, 0.00048580708477022165, 0.0070119482362423265, 0.0008207375652634458, 0.006202222760346261, 0.0016913428390036363]
loss: 0.01736255928180059
pde_losses: [7.063298672241693e-5, 0.00019793845026046947]
bcs_losses: [0.0010172467702244082, 0.0005183049920537907, 0.0070104613423126886, 0.0008097141986860086, 0.0060818955655487315, 0.001656364975992077]
loss: 0.017206305515586832
pde_losses: [0.00010856449119530231, 0.00018863507427188908]
bcs_losses: [0.0009486193685147177, 0.0004468318934140004, 0.007007807607183997, 0.0008176166987880116, 0.00602866262989214, 0.0016595677523267723]
loss: 0.016975515261916336
pde_losses: [0.00017273550119765747, 0.0002454135947773677]
bcs_losses: [0.0009324942210761297, 0.00034617999988255567, 0.006911252443778443, 0.0008094891900467212, 0.005865570747123209, 0.001692379564034252]
loss: 0.01662342859434495
pde_losses: [0.00018647347387669785, 0.00023295333799617965]
bcs_losses: [0.0009445995603144234, 0.00024213023009426803, 0.006768890256254174, 0.0007893916928268885, 0.005712451502687636, 0.0017465385402946824]
loss: 0.016329627345270447
pde_losses: [0.0001359234304919221, 0.0002005979767711614]
bcs_losses: [0.0009702260957472561, 0.000196958328950255, 0.00672593413680578, 0.0007811574171034001, 0.005566542675338302, 0.0017522872840623701]
loss: 0.016136166405386707
pde_losses: [0.00012721079508881613, 0.00020059803589993813]
bcs_losses: [0.0009554502588554267, 0.00019994251921742046, 0.006690778212362299, 0.0007718454957570143, 0.005476993589606524, 0.0017133474985992654]
loss: 0.015987400115552625
pde_losses: [4.9118462441156196e-5, 0.00019544237845160118]
bcs_losses: [0.0009185322326602637, 0.0002066882460813754, 0.006700808962997944, 0.0007638793927778664, 0.005470120336816326, 0.0016828101033260956]
loss: 0.015814802401066263
pde_losses: [5.425806199311729e-5, 0.0002139391022534966]
bcs_losses: [0.000893288185023746, 0.00021046894172777075, 0.006683638162999486, 0.0007386194284068677, 0.0053699558483134395, 0.0016506346703483404]
loss: 0.01568585009356303
pde_losses: [5.352442376101752e-5, 0.00021474943768752156]
bcs_losses: [0.000875059986042924, 0.00019026046542307056, 0.0067117291347627015, 0.0007179647334700699, 0.005278813599101923, 0.0016437483133138011]
loss: 0.015591718096024694
pde_losses: [3.983868468437513e-5, 0.00020502789376842503]
bcs_losses: [0.0008674322219654671, 0.00018961007889710607, 0.0067296472397255745, 0.0006999075651097794, 0.005216818600660906, 0.0016434358112130628]
loss: 0.015467358136859578
pde_losses: [3.266357138293461e-5, 0.00015546813482576104]
bcs_losses: [0.0008223711536806273, 0.0001781350353439739, 0.00673997281402629, 0.0006883553892511042, 0.0052002197706954535, 0.0016501722676534368]
loss: 0.015349392291081555
pde_losses: [1.8705055189473046e-5, 0.00016103319509778175]
bcs_losses: [0.0007936862622579221, 0.0001724535897165053, 0.006760059296763594, 0.0006668657849596344, 0.005117063708436995, 0.0016595253986596498]
loss: 0.015154193581218708
pde_losses: [3.6373344140400834e-5, 0.0001370442045688635]
bcs_losses: [0.0007425448518877222, 0.00013684881873866073, 0.006702077561889452, 0.0006724261763476837, 0.005011488453213145, 0.0017153901704327794]
loss: 0.01494117138252295
pde_losses: [4.991316436342982e-5, 9.995195871755629e-5]
bcs_losses: [0.0007154010068920989, 0.00012048225795736427, 0.006552506327187593, 0.0006897095134307763, 0.004926565138384121, 0.0017866420155900112]
loss: 0.014849985510026163
pde_losses: [4.5238569541199104e-5, 0.00010045192475625165]
bcs_losses: [0.0007328780382180553, 0.00013637010223412256, 0.006465307940222121, 0.0006880068542023652, 0.004898123104236711, 0.0017836089766153354]
loss: 0.014737830918047047
pde_losses: [3.211713305952731e-5, 8.027406193491077e-5]
bcs_losses: [0.0007608259512943108, 0.00014007551821199453, 0.006380798498244784, 0.0007032385627624597, 0.00482361046082676, 0.0018168907317123]
loss: 0.014646035039812683
pde_losses: [2.207907453968878e-5, 6.974125427946617e-5]
bcs_losses: [0.0008049785611139307, 0.0001366908007140621, 0.006294234636273837, 0.0007174254490943485, 0.004798599643425485, 0.0018022856203718648]
loss: 0.014561318960780547
pde_losses: [1.99175046560129e-5, 7.47835114188331e-5]
bcs_losses: [0.0008079421849595169, 0.00012498225499225403, 0.006272200804824971, 0.0007127501891201509, 0.004742772393193386, 0.0018059701176154235]
loss: 0.014490674487752037
pde_losses: [3.644545464759788e-5, 8.793955524522176e-5]
bcs_losses: [0.0008065327954325916, 0.00010860732040598931, 0.006284721134614768, 0.0006893845250279832, 0.004702827876438349, 0.001774215825939536]
loss: 0.014425012895730355
pde_losses: [3.3282005775908015e-5, 9.307452120518883e-5]
bcs_losses: [0.0008059892846967403, 7.941196083074232e-5, 0.006248864156042191, 0.0006824621281274588, 0.004687834383862337, 0.0017940944551897893]
loss: 0.014348738290359703
pde_losses: [3.971085712788638e-5, 9.788738112593235e-5]
bcs_losses: [0.0007624558724964194, 5.763951902036827e-5, 0.006261367415791826, 0.0006693990899193265, 0.0046412519913872595, 0.0018190261634906857]
loss: 0.014261173179249752
pde_losses: [1.4332059072308991e-5, 8.528892139338774e-5]
bcs_losses: [0.0007218341509933174, 4.680591544023972e-5, 0.006266431712008634, 0.0006545139159381615, 0.004624985090464003, 0.0018469814139397004]
loss: 0.014159973791371907
pde_losses: [3.643147819260369e-5, 7.934698711860866e-5]
bcs_losses: [0.000705473747243652, 4.9015076267412474e-5, 0.00625444959595979, 0.0006249938316360855, 0.0045548174568225686, 0.0018554456181311867]
loss: 0.014052946997699564
pde_losses: [5.2233119963317376e-5, 4.8107924913229974e-5]
bcs_losses: [0.00066279120029751, 5.281557798303025e-5, 0.006265708774989627, 0.0005964932433163525, 0.004551472461141004, 0.0018233246950954923]
loss: 0.013901127260435762
pde_losses: [7.914821780207158e-5, 5.852840114006539e-5]
bcs_losses: [0.0006439516198438557, 5.653724669573757e-5, 0.006223959520110903, 0.0005623517320093998, 0.004451560121561903, 0.0018250904012718267]
loss: 0.013588155899152517
pde_losses: [0.00011140966841638305, 5.162836366120946e-5]
bcs_losses: [0.0006068390362973122, 7.830569211766227e-5, 0.0061550372856516945, 0.0005109387795220881, 0.0042800394720521545, 0.001793957601434013]
loss: 0.013345647447979867
pde_losses: [5.9425966825385e-5, 7.57705229122697e-5]
bcs_losses: [0.0005972378435932174, 9.056137316828213e-5, 0.006105103366275368, 0.0005027528006306928, 0.0041056384033146265, 0.0018091571712600242]
loss: 0.013243321145082717
pde_losses: [1.200265937979597e-5, 5.0251150605079945e-5]
bcs_losses: [0.0005846791823640281, 0.00010738142838173881, 0.006128183085757108, 0.0004996241884977946, 0.004077171563375739, 0.0017840278867214325]
loss: 0.013162366404392454
pde_losses: [3.146306259663957e-5, 4.0459229977632715e-5]
bcs_losses: [0.0005501242506494165, 0.00011320929089577643, 0.006131561369880993, 0.0004970461155016783, 0.003987217358638408, 0.0018112857262519088]
loss: 0.013107120154415437
pde_losses: [3.372449810771671e-5, 2.9441642290098875e-5]
bcs_losses: [0.0005368731548549726, 0.00011842376234583249, 0.0061317981456061555, 0.000490597037138131, 0.003948987486122132, 0.0018172744279503974]
loss: 0.013055482632620085
pde_losses: [2.6545934089790035e-5, 3.342644553727697e-5]
bcs_losses: [0.0005204944943826948, 0.000119263527192497, 0.006136476381114184, 0.0004979321704115804, 0.0038925752004659157, 0.0018287684794261454]
loss: 0.012962524242604268
pde_losses: [1.81315483753269e-5, 6.61798558376624e-5]
bcs_losses: [0.0005414950951068672, 0.00012791019595062683, 0.0060769129413184644, 0.000471671588348119, 0.0038075763243640396, 0.0018526466933031613]
loss: 0.012860713606623043
pde_losses: [3.9154349102544505e-5, 5.050351016693269e-5]
bcs_losses: [0.0005514519370450389, 0.00015320161074114358, 0.0060188726702156735, 0.0004408694914748916, 0.003707295104242274, 0.0018993649336345457]
loss: 0.01270738565401487
pde_losses: [5.640529353071702e-5, 5.286407033275552e-5]
bcs_losses: [0.0005590448973128804, 0.00019213343189418913, 0.0059156736991009574, 0.00040088545290869766, 0.0035940629473989625, 0.0019363158615357096]
loss: 0.012629146246901752
pde_losses: [7.129369628416806e-5, 4.252454424130889e-5]
bcs_losses: [0.0005529156104956763, 0.00021186547002360548, 0.005883395374838597, 0.000397259290462922, 0.0035071683544644753, 0.001962723906091001]
loss: 0.012550919385560627
pde_losses: [7.100683439236705e-5, 4.547348625256713e-5]
bcs_losses: [0.0005477525742861389, 0.00021682617469324144, 0.00585949027195219, 0.0003921051312669253, 0.0034820231675499243, 0.0019362417451672727]
loss: 0.01242232331050295
pde_losses: [0.00010362103868849862, 3.0781104703728234e-5]
bcs_losses: [0.0005834005549231924, 0.00019507806803341474, 0.005788919224792967, 0.0003842666632804502, 0.003375469491506569, 0.0019607871645741294]
loss: 0.012270318246614818
pde_losses: [0.0001041039297596108, 3.779950677754908e-5]
bcs_losses: [0.0005837642092017945, 0.00014714309160656104, 0.0057677697161164785, 0.00039633229236058236, 0.0032847791155468853, 0.0019486263852453575]
loss: 0.012146001219546253
pde_losses: [8.714020676455912e-5, 2.6922168652237735e-5]
bcs_losses: [0.0006151677220581033, 0.0001345272680179838, 0.0057111628983182285, 0.0004079566576744274, 0.0032293617199116724, 0.0019337625781490418]
loss: 0.012036020567479412
pde_losses: [4.5911146102815665e-5, 4.7812828107699535e-5]
bcs_losses: [0.0006263644514429554, 0.00011351939915711672, 0.005663974285103306, 0.0004192767821476306, 0.0032475085135374396, 0.0018716531618804494]
loss: 0.011975759329385733
pde_losses: [3.446393064110092e-5, 5.419857751422724e-5]
bcs_losses: [0.0006416809984230249, 0.00011218915837166366, 0.005625365626366599, 0.00043058146503622034, 0.003211230438716752, 0.0018660491343161444]
loss: 0.011915408640736121
pde_losses: [2.4384001895752017e-5, 6.992195320541327e-5]
bcs_losses: [0.000643379603455893, 0.00010807783017398255, 0.005581899690560941, 0.00047035792256722115, 0.003181042372159135, 0.0018363452667177838]
loss: 0.011862338764152611
pde_losses: [1.8746095115290017e-5, 5.72413860090246e-5]
bcs_losses: [0.0006561112696199853, 0.00010598304147539037, 0.00554835122330649, 0.0004940537176342934, 0.003157997880793484, 0.0018238541501986514]
loss: 0.011788804186747855
pde_losses: [2.719715505047657e-5, 4.42825827134723e-5]
bcs_losses: [0.0006219464939069102, 0.00010718334502214625, 0.0054989712765939145, 0.0005376495484791163, 0.003147316384003359, 0.0018042574009784597]
loss: 0.01171980554995384
pde_losses: [2.8568011293445886e-5, 4.789716586892686e-5]
bcs_losses: [0.000587987468058846, 0.00010647767533938677, 0.005451068655608574, 0.0005639739740671063, 0.003146061990837285, 0.0017877706088802688]
loss: 0.011628018465400833
pde_losses: [1.9089202990313204e-5, 8.299344396148827e-5]
bcs_losses: [0.0005234955684653407, 0.00010959402037763938, 0.005452872564840248, 0.0005282390527525029, 0.0031509023090384655, 0.0017608323029748363]
loss: 0.01155478577772859
pde_losses: [2.1017891418235355e-5, 9.942546618438605e-5]
bcs_losses: [0.0005008797180380956, 0.00010359371766457528, 0.005414435814666408, 0.0005409869856616194, 0.003135509942727003, 0.0017389362413682682]
loss: 0.011427525271738584
pde_losses: [3.8970994469921804e-5, 0.00015354385683356378]
bcs_losses: [0.00044709582935622606, 9.322287020243402e-5, 0.005418646872935557, 0.0004665245839717543, 0.003176013809482731, 0.0016335064544863967]
loss: 0.011178009612145733
pde_losses: [3.264955734798499e-5, 0.00013718139666985205]
bcs_losses: [0.00041389547147989, 7.830959996583341e-5, 0.00532281521686835, 0.0004436113445316612, 0.003232367341796583, 0.0015171796834855774]
loss: 0.010950387448790531
pde_losses: [4.619021195563623e-5, 8.114089612155402e-5]
bcs_losses: [0.00041026389788675823, 6.967621571556167e-5, 0.0052236447751072175, 0.00043968013840603535, 0.0032253479616866265, 0.0014544433519111414]
loss: 0.010768096901242745
pde_losses: [4.013369679627184e-5, 6.249855132073511e-5]
bcs_losses: [0.00041279502303477074, 7.053130099347841e-5, 0.005154842399916594, 0.00039754246183736834, 0.0032064955200929103, 0.0014232579472506152]
loss: 0.010639234065214907
pde_losses: [3.957438099397562e-5, 3.0220654520383552e-5]
bcs_losses: [0.0004078996600598621, 6.45261469460579e-5, 0.005143356092075736, 0.0003666769384824607, 0.003173362172282725, 0.0014136180198537057]
loss: 0.010556791359723705
pde_losses: [5.28856773533368e-5, 3.706694085752524e-5]
bcs_losses: [0.0004148163084849601, 6.263108343539614e-5, 0.005086895239451956, 0.0003382070721766355, 0.0031653238474055097, 0.0013989651905583866]
loss: 0.010481213085020641
pde_losses: [5.551040805031159e-5, 3.661610747175648e-5]
bcs_losses: [0.0004421985730815482, 6.042021534489757e-5, 0.005049373373721821, 0.00030580165764991583, 0.003130851865863244, 0.0014004408838371467]
loss: 0.01032874312666636
pde_losses: [4.013291380879015e-5, 5.563756632847563e-5]
bcs_losses: [0.00042659752161855723, 6.915953292371875e-5, 0.004994993663002968, 0.00027946098299289047, 0.0030950524410291763, 0.0013677085049617831]
loss: 0.010218572797416772
pde_losses: [6.545463581632057e-5, 4.5495749706568945e-5]
bcs_losses: [0.0004375903047420949, 7.403515260183811e-5, 0.004919909045192939, 0.00026824821202105415, 0.0030600387870117485, 0.0013478009103242083]
loss: 0.010073719476560779
pde_losses: [2.157051081951301e-5, 6.436711777454565e-5]
bcs_losses: [0.00047100357863229177, 8.300770118059727e-5, 0.004828691939704997, 0.0002560085315511162, 0.0030258291821738466, 0.0013232409147238711]
loss: 0.009950195685910898
pde_losses: [3.452288198334101e-5, 6.416067497167954e-5]
bcs_losses: [0.0005031972510538797, 8.507056350566644e-5, 0.0047613504453979695, 0.0002446986686944537, 0.0029858665818217936, 0.0012713286184821131]
loss: 0.009800850334997183
pde_losses: [3.593773107242618e-5, 5.145247228825686e-5]
bcs_losses: [0.0004879367916516272, 9.34326503179649e-5, 0.0047139317098065, 0.0002445154905137731, 0.00295715421927742, 0.0012164892700692125]
loss: 0.009641425115372257
pde_losses: [1.6581530625926624e-5, 7.521713480160087e-5]
bcs_losses: [0.00045530330591239736, 9.25342065460314e-5, 0.004658471167695182, 0.00024856730390872327, 0.002934187546549816, 0.00116056291933258]
loss: 0.009487749765458348
pde_losses: [4.949107569824968e-5, 4.339586936519729e-5]
bcs_losses: [0.0004486398927264718, 0.00010113881596926933, 0.004539240061921807, 0.0002392665016574148, 0.0029326027779555436, 0.001133974770164396]
loss: 0.009399565962441965
pde_losses: [2.3401655109622604e-5, 4.738309214170859e-5]
bcs_losses: [0.00043203243925735667, 0.00010352884291786058, 0.004511758688207743, 0.00023068953028370604, 0.002931579065039518, 0.0011191926494844495]
loss: 0.009347361388521576
pde_losses: [1.860893870544274e-5, 4.638207638817312e-5]
bcs_losses: [0.00043243778700325275, 0.00010502109327755279, 0.0044721315221927195, 0.0002286609922128609, 0.002937991320663293, 0.0011061276580782808]
loss: 0.00923806521750574
pde_losses: [2.0642219500166293e-5, 4.379643289236598e-5]
bcs_losses: [0.00043703981795737643, 0.0001063125713554572, 0.004374834740062745, 0.00021784687182923402, 0.0029494875025879853, 0.0010881050613204095]
loss: 0.009169683971837189
pde_losses: [3.77363590152181e-5, 4.151684088098204e-5]
bcs_losses: [0.00044778647699157854, 0.00011292738764454401, 0.0042766220646877455, 0.00021823604270395307, 0.002960684108701788, 0.0010741746912113783]
loss: 0.009066071505096841
pde_losses: [4.905283270009033e-5, 4.743792143520395e-5]
bcs_losses: [0.0004889011495763853, 0.00011816834898113748, 0.004120524979016323, 0.00021435723622339646, 0.0029612337529344103, 0.0010663952842298943]
loss: 0.008984880073914592
pde_losses: [4.2923488440244355e-5, 4.4793095850256276e-5]
bcs_losses: [0.0004953515048237402, 0.00011092473010270855, 0.0040463334027744284, 0.0002179495987046048, 0.0029447986694115347, 0.0010818055838070755]
loss: 0.008893943291466836
pde_losses: [2.6292047669439703e-5, 5.605732573807656e-5]
bcs_losses: [0.0005098150419645686, 0.0001154316605729698, 0.003946699138562201, 0.00021569317664153268, 0.002949643229977322, 0.001074311670340727]
loss: 0.00880254529995263
pde_losses: [1.859532412434847e-5, 3.892438502278338e-5]
bcs_losses: [0.0005436058819271225, 0.00011768144732491901, 0.0038631422466335517, 0.00021480271740460447, 0.002933457685578885, 0.0010723356119364163]
loss: 0.008706491314441163
pde_losses: [3.828768254510665e-5, 7.334667481434893e-5]
bcs_losses: [0.0005498460314724895, 0.00012047068647828946, 0.003729388517696593, 0.00020302842617643844, 0.002916304333024698, 0.0010758189622331984]
loss: 0.00854196701459188
pde_losses: [4.881351379581927e-5, 6.654953294108057e-5]
bcs_losses: [0.0005759746110561511, 0.00012137529336224122, 0.0035747093480031603, 0.00021123368123343556, 0.002874147098829499, 0.0010691639353704934]
loss: 0.008462338987753282
pde_losses: [5.241142765780737e-5, 5.619755676353801e-5]
bcs_losses: [0.0005758116024363357, 0.00012593298113951586, 0.0035064835961533215, 0.00021887826542807512, 0.0028526673770628503, 0.0010739561811118378]
loss: 0.008251919361170734
pde_losses: [3.87535948911698e-5, 8.646745067723408e-5]
bcs_losses: [0.0005219471111724499, 0.00014555649330483792, 0.003439181181253589, 0.00021889382115328887, 0.0027637320745925393, 0.001037387634125626]
loss: 0.008169024822922408
pde_losses: [5.5079888402332235e-5, 6.491513805316193e-5]
bcs_losses: [0.0005396349546584855, 0.00015453776014940325, 0.0033609174872176193, 0.0002263734051197356, 0.002723126443420646, 0.0010444397459010244]
loss: 0.008058759217944142
pde_losses: [2.696905590204172e-5, 4.32690433171453e-5]
bcs_losses: [0.0005768726972949185, 0.00015042564759059604, 0.003290515359665608, 0.0002383390036932623, 0.002671183201964112, 0.0010611852085164594]
loss: 0.007977895789218922
pde_losses: [2.322696055861638e-5, 5.75841335882384e-5]
bcs_losses: [0.0005900153256496321, 0.00014947553368462263, 0.0032389951032464285, 0.00022891894705778765, 0.0026431126916129652, 0.00104656709382063]
loss: 0.007859276430662011
pde_losses: [1.7730463480657663e-5, 5.80864946753045e-5]
bcs_losses: [0.0005660345163971239, 0.00013831138142316149, 0.0032326995894660453, 0.00020292952184049445, 0.0026093914421144934, 0.0010340930212647298]
loss: 0.007709500208877638
pde_losses: [2.9386213464931562e-5, 5.018502403577435e-5]
bcs_losses: [0.0005664534712989643, 0.00012266306991576834, 0.0031938088482159135, 0.00018829558333884655, 0.0025631966040694253, 0.0009955113945380124]
loss: 0.007640609574429193
pde_losses: [3.567488631221281e-5, 4.1931825148494267e-5]
bcs_losses: [0.0005532001937589185, 0.00011486287353345287, 0.0032041195979494517, 0.0001767412628073125, 0.002548391617683993, 0.0009656873172353571]
loss: 0.007552973351744451
pde_losses: [1.2317958328873947e-5, 5.1113833327057726e-5]
bcs_losses: [0.0005771759183937711, 0.00011410218769540058, 0.0031807545269916877, 0.00017336693195038922, 0.0025119252946514273, 0.0009322167004058434]
loss: 0.007480031022099624
pde_losses: [1.9374940054422605e-5, 4.3812271631481224e-5]
bcs_losses: [0.0005991511066193254, 0.00011303043852308451, 0.0031591468502851685, 0.00017631555990840514, 0.0024803502899099716, 0.0008888495651677654]
loss: 0.007390201543888217
pde_losses: [2.6345966307338297e-5, 3.265803403489158e-5]
bcs_losses: [0.0006307449014257444, 0.00010628359192160159, 0.003116472293938098, 0.00018678272391931374, 0.0024539875790378345, 0.0008369264533033951]
loss: 0.007263777411706907
pde_losses: [3.3155194637643056e-5, 5.282092219776526e-5]
bcs_losses: [0.0006729058295677061, 9.46542274597411e-5, 0.003017851223577849, 0.00020442571825139206, 0.002417342635053536, 0.0007706216609612744]
loss: 0.007185419362454875
pde_losses: [3.3011244934944776e-5, 5.891390179116082e-5]
bcs_losses: [0.0006843454530196534, 9.204193292805966e-5, 0.002990598058289045, 0.0001918527855883755, 0.002394156554241524, 0.0007404994316621121]
loss: 0.007137824798043427
pde_losses: [1.8713268161678957e-5, 5.8241316710449594e-5]
bcs_losses: [0.0007286615508641552, 9.411610689877151e-5, 0.0029364831537702666, 0.00019558257732867166, 0.0023901285105669017, 0.0007158983137425312]
loss: 0.007089225912815125
pde_losses: [1.111118178123209e-5, 3.5079455635704656e-5]
bcs_losses: [0.0007584993503527014, 0.00010149926366099939, 0.002892295957183716, 0.000198767741741115, 0.0023902392809033255, 0.000701733681556331]
loss: 0.007009712458216199
pde_losses: [2.4073878628867814e-5, 3.5101842284696825e-5]
bcs_losses: [0.0007570874593317068, 0.00010927253207810523, 0.002842361489031065, 0.00022826872271462182, 0.0023669161221129666, 0.0006466304120341681]
loss: 0.006944051139214301
pde_losses: [3.1874756490792555e-5, 2.5732939530666117e-5]
bcs_losses: [0.0007656010857421868, 0.00011665180556171864, 0.002804126359083003, 0.00023745350944761015, 0.0023644241377242825, 0.0005981865456340418]
loss: 0.006863772893219562
pde_losses: [1.3638235671613742e-5, 3.384825508306682e-5]
bcs_losses: [0.000782098795423364, 0.0001251430938076037, 0.002755087553323376, 0.0002528407368269045, 0.0023516911922601717, 0.0005494250308234616]
loss: 0.006783178761475485
pde_losses: [1.578714913036011e-5, 3.5805206303475266e-5]
bcs_losses: [0.000723383452568506, 0.00012538686021488886, 0.00276021008651259, 0.00024054565345622947, 0.0023423368178602435, 0.000539723535429191]
loss: 0.006695999580068516
pde_losses: [2.8217903971840106e-5, 4.74699772152577e-5]
bcs_losses: [0.0006951908189066965, 0.00012091478063274967, 0.002721762943093915, 0.00022519270107774036, 0.002330749504185229, 0.0005265009509850872]
loss: 0.0066059712983633665
pde_losses: [1.4776653715596341e-5, 5.991808482748686e-5]
bcs_losses: [0.000659447406813758, 0.00012633999209782647, 0.002678619788416889, 0.00022607472768542875, 0.002337715163822101, 0.0005030794809842801]
loss: 0.006508521216435423
pde_losses: [1.8431537675872216e-5, 5.821597655676508e-5]
bcs_losses: [0.0006235565084188482, 0.00012300731880940022, 0.0026586644615419677, 0.0002173149348721207, 0.0023319013166257637, 0.00047742916193468476]
loss: 0.006413979705396166
pde_losses: [1.9596931858301437e-5, 4.138867929394054e-5]
bcs_losses: [0.0006162404626037997, 0.0001090799620116345, 0.0026341068376099035, 0.00021672450273421028, 0.00232437836772764, 0.00045246396155673556]
loss: 0.006349469964086899
pde_losses: [6.585766903407178e-6, 3.510078864083059e-5]
bcs_losses: [0.0005870288524414076, 0.00010543488258883713, 0.002652955240059996, 0.00020635216113445382, 0.002316981439738326, 0.00043903083257964024]
loss: 0.006314298413458633
pde_losses: [7.588929804345138e-6, 3.2262781559936314e-5]
bcs_losses: [0.0006051163382000412, 0.00010706207469662664, 0.0026204951471645492, 0.00020476381833038935, 0.002310969995718028, 0.00042603932798471796]
loss: 0.006289295098120704
pde_losses: [5.389998409527947e-6, 2.1339890201777117e-5]
bcs_losses: [0.0006037283158527275, 0.0001073256133857242, 0.002623226826125144, 0.00019678675635804616, 0.0023037047403768975, 0.0004277929574108591]
loss: 0.006262250731732568
pde_losses: [8.287109357730135e-6, 1.6743342207149183e-5]
bcs_losses: [0.000600776874495952, 0.00011269202646048927, 0.0026122755061670096, 0.00018781668123690404, 0.002304337619854277, 0.0004193215719530579]
loss: 0.006222509344007584
pde_losses: [1.019740790502624e-5, 1.7564633524781758e-5]
bcs_losses: [0.0006072943374527957, 0.00011390087642695303, 0.0025950880084187593, 0.00017682727245700152, 0.0022813026572677192, 0.00042033415055454655]
loss: 0.0061726112207086325
pde_losses: [5.757486443607285e-6, 3.766900031617632e-5]
bcs_losses: [0.0005987921507980963, 0.00011035313760473158, 0.0025820315574964377, 0.0001660337610046943, 0.002258965415652478, 0.0004130087113924112]
loss: 0.006121604835085415
pde_losses: [1.4372972189291512e-5, 6.507201287770829e-5]
bcs_losses: [0.0005928870873399222, 0.00010207993500752964, 0.00256023467753763, 0.00015663496450373939, 0.0022293027691116215, 0.00040102041651797227]
loss: 0.0060261553559990124
pde_losses: [3.228644998288238e-5, 7.447598109143519e-5]
bcs_losses: [0.0005664140946530273, 9.3713058100589e-5, 0.0025415745302588256, 0.00015042524067355675, 0.0021835770641521384, 0.0003836889370865575]
loss: 0.005865284658658573
pde_losses: [5.4403250578748866e-5, 7.088522204307335e-5]
bcs_losses: [0.0005728012751333321, 7.475174151768241e-5, 0.00247866463777635, 0.00015571073266487054, 0.0021200186273774018, 0.0003380491715671146]
loss: 0.005742501073892072
pde_losses: [3.4714966497039404e-5, 5.2423613486618354e-5]
bcs_losses: [0.000572127310662274, 6.344488655509042e-5, 0.0024432199953193265, 0.0001800442009832253, 0.0020772176903899814, 0.0003193084099985161]
loss: 0.005666659475458265
pde_losses: [3.450669806824435e-5, 4.680559247369924e-5]
bcs_losses: [0.0005826003651586313, 5.754330863291648e-5, 0.0024116406348952298, 0.0001802473061587818, 0.002049886003678677, 0.0003034295663920849]
loss: 0.005598681359081953
pde_losses: [1.6687499923192878e-5, 3.9007264317335964e-5]
bcs_losses: [0.0005850999329890736, 5.6584349149339146e-5, 0.0023833714287612427, 0.00017392173148668042, 0.0020404986301100496, 0.00030351052234503886]
loss: 0.005499549517980407
pde_losses: [3.6833449405760894e-5, 2.4306089029875022e-5]
bcs_losses: [0.000624599872034786, 5.552053885069183e-5, 0.0023129857920611164, 0.00015933361417029806, 0.0019985669156484, 0.0002874032467794785]
loss: 0.005416716948472783
pde_losses: [3.7609166906717104e-5, 2.154981283464259e-5]
bcs_losses: [0.000618113008943678, 5.6549078713609046e-5, 0.0022855388281083377, 0.00014514147215732303, 0.001972501826612065, 0.0002797137541964107]
loss: 0.005291433405791041
pde_losses: [3.036616974822442e-5, 1.0112387486542228e-5]
bcs_losses: [0.0006291241645714128, 6.107814134481906e-5, 0.0021603300660208115, 0.0001413876463103207, 0.0019754197070420134, 0.0002836151232668971]
loss: 0.005233197992336258
pde_losses: [2.6686363841425445e-5, 2.014991580568543e-5]
bcs_losses: [0.000620495907811236, 6.165817668454084e-5, 0.0021169577756701297, 0.00013943320732740845, 0.0019739682989363422, 0.00027384834625949036]
loss: 0.005153071077248323
pde_losses: [3.3511020741799125e-5, 3.1651863430855573e-5]
bcs_losses: [0.0006306000999797819, 5.7316539205483626e-5, 0.0020420754213351278, 0.00014183224412021205, 0.0019569777092014315, 0.0002591061792336309]
loss: 0.00508251293427342
pde_losses: [3.675087195407458e-5, 4.253573172773009e-5]
bcs_losses: [0.0006324563997117854, 5.3367008377824055e-5, 0.0019972009543326305, 0.00013810137613333087, 0.0019421321420269517, 0.00023996845000909226]
loss: 0.004970208750340924
pde_losses: [2.9611367071754044e-5, 6.71615342531754e-5]
bcs_losses: [0.0006451879139683229, 5.214064566887897e-5, 0.001902667645420624, 0.00014817380224977435, 0.0019129190086995859, 0.00021234683300880807]
loss: 0.004865242512505583
pde_losses: [2.468271375715554e-5, 6.987129625984331e-5]
bcs_losses: [0.0006867379747342901, 5.044260216851345e-5, 0.0018136518407223013, 0.00015148284339137338, 0.0018787965125792584, 0.0001895767288928473]
loss: 0.004774675991562706
pde_losses: [3.731852459460855e-5, 7.644459954849786e-5]
bcs_losses: [0.000699683444203266, 5.107862229337334e-5, 0.001761398378485923, 0.00014371640181444202, 0.0018421385175465706, 0.00016289750307602478]
loss: 0.0046943868412241034
pde_losses: [2.3522548924025513e-5, 8.622328964794834e-5]
bcs_losses: [0.0006673796789616591, 5.1787444580343626e-5, 0.0017569939810948949, 0.00014032390558278224, 0.001814755905181715, 0.0001534000872507352]
loss: 0.004632346238497573
pde_losses: [2.246804454352127e-5, 8.050266774741094e-5]
bcs_losses: [0.0006734811802936753, 5.262541075498522e-5, 0.0017139894995764806, 0.0001539003067033003, 0.0017901608452799483, 0.00014521828359825113]
loss: 0.004562907783569696
pde_losses: [1.394736215038432e-5, 4.967185053620716e-5]
bcs_losses: [0.0006793710859454875, 5.500698237084974e-5, 0.001683332565011212, 0.00015926943871815804, 0.0017779556055082454, 0.00014435289332915107]
loss: 0.004508202309192056
pde_losses: [2.6017834429315867e-5, 5.747637075443224e-5]
bcs_losses: [0.0006550897215486205, 5.5218799238154614e-5, 0.0016578238415744647, 0.00016289235439024085, 0.001759501431587691, 0.00013418195566913536]
loss: 0.004454426273593658
pde_losses: [2.288589962159972e-5, 5.627740018791573e-5]
bcs_losses: [0.0006216671084100252, 5.384972533657677e-5, 0.0016529988533770742, 0.0001653906158275142, 0.0017527328599113764, 0.00012862381092157578]
loss: 0.0043841514134528095
pde_losses: [1.3466702344220706e-5, 8.611500638001941e-5]
bcs_losses: [0.0005938011634612902, 5.154744661296209e-5, 0.0016298449587792414, 0.00015379719725067278, 0.0017354244647823107, 0.00012015447384209191]
loss: 0.004342070918805429
pde_losses: [2.0721590873707076e-5, 8.814774607941187e-5]
bcs_losses: [0.0005823121956175977, 5.067318572062011e-5, 0.0016079241679788916, 0.00015328074680548645, 0.0017232649093204934, 0.00011574637640922116]
loss: 0.00428422147650675
pde_losses: [1.0840421548078743e-5, 9.052716012751117e-5]
bcs_losses: [0.0005789564597520136, 4.9930665334303274e-5, 0.001580162823518914, 0.00014576769966946797, 0.0017130733050299007, 0.00011496294152656026]
loss: 0.004240798157973347
pde_losses: [1.2825411588135419e-5, 0.00010998080874649793]
bcs_losses: [0.0005817095041978595, 4.7310311124320256e-5, 0.0015369475979290928, 0.00014331810895949887, 0.0016961200661457223, 0.00011258634928221963]
loss: 0.004191829673491801
pde_losses: [1.4888033124541466e-5, 0.00010919796204735304]
bcs_losses: [0.0005618932882910117, 4.641641473431965e-5, 0.0015116139953889388, 0.00014821906898371967, 0.0016775776641211576, 0.00012202324680075799]
loss: 0.004140010858992262
pde_losses: [1.4111914074877434e-5, 9.694072392520612e-5]
bcs_losses: [0.0005587353797094635, 4.4041282210931254e-5, 0.0014848531612513213, 0.00014412665804760383, 0.0016672807679010023, 0.00012992097187185616]
loss: 0.0041070871154399065
pde_losses: [1.2167998033132225e-5, 9.77437209771876e-5]
bcs_losses: [0.0005586025883402981, 4.431191044800213e-5, 0.001458319387577337, 0.0001441099591032022, 0.0016576826114496216, 0.00013414893951112572]
loss: 0.00404158308429872
pde_losses: [1.1386053278358188e-5, 9.101515231161588e-5]
bcs_losses: [0.0005654367136381233, 4.656724532723546e-5, 0.001397523319524855, 0.00014436204047477735, 0.0016467193634923934, 0.0001385731962513611]
loss: 0.0040054179832779155
pde_losses: [1.5429345822475217e-5, 0.00010312122842112639]
bcs_losses: [0.0005655787316360991, 4.690083046057587e-5, 0.0013674395384774493, 0.00014107638341116983, 0.0016371155076431525, 0.00012875641740586725]
loss: 0.003963215746909583
pde_losses: [1.9656027363922607e-5, 9.932604303884685e-5]
bcs_losses: [0.0005589328123127622, 3.93212790203938e-5, 0.0013442387391568006, 0.00014394013926966943, 0.00164474181346111, 0.00011305889328607695]
loss: 0.0039334000103344235
pde_losses: [2.1594171541349336e-5, 0.00010121030270718576]
bcs_losses: [0.0005570221246197016, 3.5601860667637135e-5, 0.0013062036537151787, 0.0001448750569186788, 0.0016569571025882206, 0.0001099357375764719]
loss: 0.003906951783687071
pde_losses: [1.954454630816393e-5, 0.00010132166579536292]
bcs_losses: [0.0005520972634449062, 3.714073349526321e-5, 0.0012823511309839983, 0.00014386548589713605, 0.001662203259867711, 0.00010842769789453003]
loss: 0.0038796116022457782
pde_losses: [1.7188085669653543e-5, 0.00010543275344033392]
bcs_losses: [0.0005445253316654939, 3.6204811123686834e-5, 0.0012535851078123708, 0.00014639253484327437, 0.001670563923019334, 0.00010571905467163077]
loss: 0.003842892966723418
pde_losses: [8.360549680532321e-6, 9.924067061128061e-5]
bcs_losses: [0.0005358881666778777, 3.3932904211557225e-5, 0.0012296110169059981, 0.0001462574655107646, 0.0016946446784278288, 9.495751469757875e-5]
loss: 0.0038043255778112406
pde_losses: [1.1926896636065766e-5, 9.135479704743209e-5]
bcs_losses: [0.000519968243642492, 3.183903706954025e-5, 0.0012091584643876942, 0.00015205938376999876, 0.0016928579176133155, 9.516083764470198e-5]
loss: 0.003761820525783571
pde_losses: [1.1964617261315341e-5, 7.396857980996273e-5]
bcs_losses: [0.0005144015145349703, 2.888532197602618e-5, 0.0011877087849033496, 0.00014773352207227803, 0.0016968927410903525, 0.00010026544413531643]
loss: 0.0037090865670521504
pde_losses: [3.215009091915365e-5, 4.894306282912e-5]
bcs_losses: [0.0005026501313132263, 2.7575221378635705e-5, 0.0011433219469109506, 0.0001456557679760169, 0.001703885935722603, 0.00010490441000244409]
loss: 0.0036642328151315585
pde_losses: [5.170605665593059e-5, 2.5590446302455137e-5]
bcs_losses: [0.0004981692864025904, 2.8451304492188742e-5, 0.0011139736084095644, 0.00014092768553813733, 0.0016958089283622565, 0.00010960549896843582]
loss: 0.0036337794012898934
pde_losses: [4.3528045711547876e-5, 2.049201545227686e-5]
bcs_losses: [0.0004984460574501521, 2.701944451341436e-5, 0.0010836498265580816, 0.00013929299451850927, 0.0017085409916776878, 0.00011281002540822342]
loss: 0.003584769557782163
pde_losses: [3.9172373548837476e-5, 2.0674860987178355e-5]
bcs_losses: [0.0004951794683204763, 2.5467521124346687e-5, 0.0010324359384621257, 0.00013842870228284167, 0.001717121158934562, 0.00011628953412179521]
loss: 0.003552564438961504
pde_losses: [3.695731187446856e-5, 1.736788036889893e-5]
bcs_losses: [0.0004906090429207115, 2.547712497183914e-5, 0.0010045062454937111, 0.00013862803798707235, 0.0017133552470344005, 0.00012566354831040216]
loss: 0.0034813216029546696
pde_losses: [3.627701198688218e-5, 1.258404735481755e-5]
bcs_losses: [0.0004825955985283219, 2.609472647467028e-5, 0.0009731627515727527, 0.00013919898278697273, 0.0016641024179776115, 0.00014730606627264068]
loss: 0.0034256205890978463
pde_losses: [2.275634674499038e-5, 2.27493894486067e-5]
bcs_losses: [0.00048096319301883783, 2.709046423882531e-5, 0.0009377642920030385, 0.00013944021342087752, 0.0016304331739893235, 0.00016442351623334665]
loss: 0.003365022337797903
pde_losses: [2.207366105634864e-5, 1.3292267241104465e-5]
bcs_losses: [0.0004737655306949544, 2.7700238799350647e-5, 0.0009234027996876141, 0.00014106546831515584, 0.001607562316742103, 0.00015616005526127182]
loss: 0.0033142889301147685
pde_losses: [1.1516906311543483e-5, 1.1939726707547525e-5]
bcs_losses: [0.00047267558579480685, 2.810000517133351e-5, 0.0009177156658746529, 0.0001429022296209077, 0.0015688363591656886, 0.00016060245146828824]
loss: 0.003296915360606865
pde_losses: [1.3848680760862028e-5, 1.1341955707529548e-5]
bcs_losses: [0.00047317150773449864, 2.818183002042369e-5, 0.0009074697015461815, 0.00014706473725502924, 0.0015520546535105892, 0.00016378229407175117]
loss: 0.0032553483282634073
pde_losses: [9.676235474960487e-6, 1.0943302429015636e-5]
bcs_losses: [0.0004679007656522376, 2.7197762136637736e-5, 0.0009042331523405091, 0.00016084471167760963, 0.0015127229219354251, 0.00016182947661701186]
loss: 0.0032321018781874726
pde_losses: [1.2666110651156795e-5, 1.487916778930971e-5]
bcs_losses: [0.00045652442895181, 2.563982025209915e-5, 0.0009071296813322488, 0.00016606449191497355, 0.0014938623621145362, 0.00015533581518133882]
loss: 0.003205203521268915
pde_losses: [8.017609134486993e-6, 1.7990275511779026e-5]
bcs_losses: [0.00044421091609015524, 2.499145884747318e-5, 0.000930499792413901, 0.00016176714647770884, 0.00147578345220832, 0.00014194287058509044]
loss: 0.003174838533780348
pde_losses: [1.4486106972126867e-5, 2.165858297771822e-5]
bcs_losses: [0.000431380683114324, 2.3630366148849056e-5, 0.0009272977974012192, 0.0001550342465200417, 0.001466066935391587, 0.00013528381525448218]
loss: 0.003145296873273114
pde_losses: [1.1176344139658388e-5, 2.188667214288808e-5]
bcs_losses: [0.0004203876155985249, 2.460174148184231e-5, 0.0009256453169298269, 0.00015233486738789657, 0.001455305486431329, 0.00013395882916114786]
loss: 0.0031094388484311807
pde_losses: [7.458164130023078e-6, 2.8096789144713592e-5]
bcs_losses: [0.00040990513824874287, 2.5532314326872343e-5, 0.0009108492531500193, 0.00014726038312581414, 0.0014435273913747859, 0.0001368094149302093]
loss: 0.003078624439580046
pde_losses: [2.4023996253729887e-6, 2.00186266840542e-5]
bcs_losses: [0.0004081706285165687, 2.417838356514305e-5, 0.0009023972434878613, 0.00014410734334263493, 0.001446973659143717, 0.00013037615521469342]
loss: 0.003053572271739395
pde_losses: [3.7229361363204836e-6, 2.8856763429319225e-5]
bcs_losses: [0.0004182962449148405, 2.2229071314925055e-5, 0.0008686407816866879, 0.00014293471059165079, 0.0014465137965977125, 0.00012237796706793806]
loss: 0.0030282778720230625
pde_losses: [7.614596775747242e-6, 3.286084454271489e-5]
bcs_losses: [0.0004334236568659414, 1.9917034619434743e-5, 0.0008344285105835029, 0.0001432912143224078, 0.0014363939283126247, 0.000120348086000689]
loss: 0.003009275822218004
pde_losses: [6.66307425427104e-6, 3.168528111255961e-5]
bcs_losses: [0.00044659839839324394, 1.8576043876029762e-5, 0.0008091218952722133, 0.00014394967921799732, 0.0014337167914877818, 0.0001189646586039067]
loss: 0.0029938823037460828
pde_losses: [4.193380255172184e-6, 3.116377451838938e-5]
bcs_losses: [0.00045898321463885594, 1.8370971917750933e-5, 0.0007890549284672777, 0.0001433967842507516, 0.001432984452331908, 0.00011573479736597697]
loss: 0.0029798534297945634
pde_losses: [3.3660838216266916e-6, 3.756247807875257e-5]
bcs_losses: [0.0004606696433542912, 1.7920560857438167e-5, 0.0007772094742008044, 0.00014564281310159425, 0.0014227241843701533, 0.00011475819200990337]
loss: 0.0029618620939105555
pde_losses: [3.2736200152477967e-6, 3.7083816847407765e-5]
bcs_losses: [0.0004616620823466834, 1.6850588397893617e-5, 0.0007689686185969431, 0.00014554397789951092, 0.001408784100495491, 0.00011969528931137839]
loss: 0.002935886834362033
pde_losses: [3.970758465258905e-6, 4.10340196654874e-5]
bcs_losses: [0.0004560697626370666, 1.71309409496262e-5, 0.0007529982720823407, 0.0001475712703146736, 0.0013933800867160756, 0.0001237317235315041]
loss: 0.002908372187190233
pde_losses: [4.637150163357095e-6, 3.312393886119695e-5]
bcs_losses: [0.00045725676578453156, 1.6833370531993803e-5, 0.0007374146709614922, 0.00014872505683415465, 0.001377249340204788, 0.00013313189384871877]
loss: 0.002891591952562402
pde_losses: [4.023956223057611e-6, 2.4762492289174928e-5]
bcs_losses: [0.0004494908382647962, 1.675045818327024e-5, 0.0007390749944293175, 0.00014931851812318927, 0.0013684353413071575, 0.00013973535374243862]
loss: 0.002879900143720556
pde_losses: [4.35069586107943e-6, 1.859825465001176e-5]
bcs_losses: [0.0004484581905815624, 1.6969213750797467e-5, 0.0007316078970537091, 0.00015097127815682926, 0.0013671802603741935, 0.00014176435329237277]
loss: 0.0028648027394232753
pde_losses: [6.135345045919666e-6, 1.5580331367425896e-5]
bcs_losses: [0.0004477686959311103, 1.8032450683462703e-5, 0.0007196941306692422, 0.0001520586229545349, 0.0013619149265203317, 0.00014361823625124804]
loss: 0.0028436569643341125
pde_losses: [1.0287807451593679e-5, 1.1415308490609453e-5]
bcs_losses: [0.0004381047929158572, 1.9724364966353027e-5, 0.0007122126517916508, 0.0001526784435752757, 0.0013599342096576224, 0.00013929938548515035]
loss: 0.0028216828578922206
pde_losses: [6.885034064622244e-6, 1.5239014138708155e-5]
bcs_losses: [0.0004201820072625059, 2.498579520087519e-5, 0.0007090036119055885, 0.00015424186410606535, 0.0013566440805357627, 0.00013450145067809226]
loss: 0.002802452103803724
pde_losses: [3.7852543621795746e-6, 1.7298959717317857e-5]
bcs_losses: [0.0004067131561699314, 3.157642158654597e-5, 0.0007119754353175523, 0.00015337902778704454, 0.001351938679694308, 0.00012578516916884435]
loss: 0.002790923043686068
pde_losses: [3.0726842012212874e-6, 2.258992819650911e-5]
bcs_losses: [0.0004039022577625389, 3.280255121784605e-5, 0.0007056266406634387, 0.00015276541160653048, 0.0013475943226763805, 0.00012256924736160293]
loss: 0.0027783671771864685
pde_losses: [2.5513333496860118e-6, 2.0455216365387087e-5]
bcs_losses: [0.0004064723610722083, 3.163717122131832e-5, 0.0006979180481455469, 0.00015583549485951188, 0.0013440494605383541, 0.00011944809163445553]
loss: 0.002764913436797361
pde_losses: [7.711829166870318e-6, 1.7113700412621944e-5]
bcs_losses: [0.000408768836173864, 2.6634923138267382e-5, 0.0006865747593566365, 0.00015665635835600614, 0.0013392781898688031, 0.0001221748403242917]
loss: 0.0027470784356977028
pde_losses: [7.9725210637956e-6, 1.3491391632227394e-5]
bcs_losses: [0.000404296315527094, 2.650863413220595e-5, 0.0006757430026477911, 0.00015915879639709764, 0.0013316344036845757, 0.0001282733706129155]
loss: 0.002709281187936082
pde_losses: [7.096201941006962e-6, 9.976070920589662e-6]
bcs_losses: [0.00038943088439813385, 3.684780999405457e-5, 0.0006444287484779942, 0.000163828538610755, 0.0013247399671843226, 0.00013293296640922556]
loss: 0.00267636705931311
pde_losses: [5.753834503175771e-6, 1.0591583800872996e-5]
bcs_losses: [0.00037748245379819363, 4.226827961502445e-5, 0.0006228028515620085, 0.00016302321941299126, 0.0013165385273231625, 0.00013790630929768109]
loss: 0.002650953272558995
pde_losses: [3.1813888342559057e-6, 9.460551498867003e-6]
bcs_losses: [0.00037296212681933174, 4.9674945511849925e-5, 0.0006043063659375308, 0.00015844357073073448, 0.0013160850542720687, 0.0001368392689543568]
loss: 0.0026316820187146255
pde_losses: [3.7963278256640607e-6, 7.50443537479004e-6]
bcs_losses: [0.00036966197743255153, 5.16118388477797e-5, 0.0005780468280518194, 0.00016097862974228508, 0.0013164620796930968, 0.00014361990174663894]
loss: 0.0026251745517634
pde_losses: [2.729780222311794e-6, 7.579954931534021e-6]
bcs_losses: [0.0003695192024713922, 4.5240809937353616e-5, 0.0005758357321249476, 0.00016139526781922485, 0.0013191449724915486, 0.0001437288317650876]
loss: 0.002617237431333438
pde_losses: [1.9085295914291847e-6, 9.420555635495331e-6]
bcs_losses: [0.0003663310555433228, 4.757518135199324e-5, 0.0005662990732739941, 0.00016133541077105484, 0.0013206553695812558, 0.00014371225558489298]
loss: 0.0026057575464311362
pde_losses: [3.248891325457905e-6, 1.1318491111594375e-5]
bcs_losses: [0.00036402325224557186, 5.077688476857238e-5, 0.0005617743710045305, 0.0001566620912177778, 0.0013194658099311505, 0.00013848775482648147]
loss: 0.0025913470696064082
pde_losses: [3.950293926139708e-6, 1.0027084772913616e-5]
bcs_losses: [0.00035912594077163823, 4.346104061414033e-5, 0.0005590146053812481, 0.00015395591201189935, 0.0013219747844221696, 0.00013983740770625924]
loss: 0.0025819732648211004
pde_losses: [2.4264432899588248e-6, 8.87026476682473e-6]
bcs_losses: [0.00035535745328306917, 3.802558942501686e-5, 0.0005599498893997508, 0.00015054643593490514, 0.0013229405493895754, 0.00014385663933199968]
loss: 0.0025756398584733187
pde_losses: [3.6899809503506204e-6, 7.039655406056494e-6]
bcs_losses: [0.0003554672789726727, 3.386573353418691e-5, 0.0005620556423166312, 0.00014980586534758296, 0.001319693624420644, 0.00014402207752519446]
loss: 0.0025667496400692104
pde_losses: [3.55236038256015e-6, 5.201199970397977e-6]
bcs_losses: [0.0003506078604263262, 3.500193051788512e-5, 0.0005587811620650811, 0.0001490987282286712, 0.0013220151534249992, 0.00014249124505328963]
loss: 0.0025477779751255205
pde_losses: [5.092728312253322e-6, 5.487500696229155e-6]
bcs_losses: [0.00034605394703307336, 3.5931424348070726e-5, 0.000544942621205554, 0.00014998022922830571, 0.0013198703832655086, 0.0001404191410365259]
loss: 0.0025203968140326775
pde_losses: [6.230743243927077e-6, 7.697923282046815e-6]
bcs_losses: [0.0003418408845757669, 3.548080015954374e-5, 0.0005325379404181446, 0.00014872158934613696, 0.0013184557557476963, 0.00012943117725941486]
loss: 0.0025076902245807233
pde_losses: [2.967041644379138e-6, 9.89796504336525e-6]
bcs_losses: [0.00034019652133327887, 3.4062252601647404e-5, 0.0005199634191774803, 0.00015150846972908417, 0.0013227654763665565, 0.0001263290786849313]
loss: 0.002500526753896918
pde_losses: [4.428441341596501e-6, 1.205777451348992e-5]
bcs_losses: [0.00034129369435489764, 3.1252845148591605e-5, 0.0005189389032141291, 0.00015369262395200153, 0.0013157988203527742, 0.0001230636510194378]
loss: 0.0024911206190225996
pde_losses: [5.119886599514161e-6, 1.6433345078121622e-5]
bcs_losses: [0.0003425718265500621, 2.800574509385535e-5, 0.000517453737694018, 0.00015719314441872272, 0.001304840700376617, 0.00011950223321168887]
loss: 0.0024758403519167583
pde_losses: [8.132046349727839e-6, 1.901008568755121e-5]
bcs_losses: [0.00034105926651999217, 2.423224323859963e-5, 0.0005201867984069367, 0.00015970328948392256, 0.0012879883224736165, 0.00011552829975641181]
loss: 0.0024525448069679934
pde_losses: [5.145618437788982e-6, 1.953812511769169e-5]
bcs_losses: [0.0003426920205668198, 2.230234789621757e-5, 0.0005198140155678061, 0.00016327586017666638, 0.0012630192540803043, 0.00011675756512469814]
loss: 0.002434949282394309
pde_losses: [5.494793170499759e-6, 1.4535673891234157e-5]
bcs_losses: [0.0003404078168547348, 2.2150887177371782e-5, 0.0005161685409488805, 0.00016160866043707486, 0.0012575247007476148, 0.00011705820916689843]
loss: 0.00241629130428143
pde_losses: [5.280008074113311e-6, 1.2238299327578485e-5]
bcs_losses: [0.0003407348103920968, 1.6370448483098976e-5, 0.0005075087887103852, 0.00015522505312524554, 0.0012556918106162668, 0.00012324208555264466]
loss: 0.0023970451452926035
pde_losses: [2.916249887549486e-6, 1.163021488503919e-5]
bcs_losses: [0.00034071761851318976, 1.2174893019772665e-5, 0.0005000388126448894, 0.0001490467261706092, 0.0012535210609882091, 0.0001269995691833445]
loss: 0.0023819415869300704
pde_losses: [6.076581392966751e-6, 1.4601575331955111e-5]
bcs_losses: [0.00033937811637209495, 1.1283343098775961e-5, 0.0004894598658582369, 0.0001490492965145614, 0.00124646441519771, 0.0001256283931637692]
loss: 0.002366621852386852
pde_losses: [6.375647583371364e-6, 1.6311793232379856e-5]
bcs_losses: [0.0003370687025858809, 1.2019887890293277e-5, 0.00048345734161331133, 0.00014857062964973328, 0.001239891116504147, 0.00012292673332773497]
loss: 0.002352995745600795
pde_losses: [6.531087036518067e-6, 1.6077413513327433e-5]
bcs_losses: [0.00033633551624461135, 1.3339424292431405e-5, 0.0004755646408244569, 0.00015024797272265533, 0.0012347658520113977, 0.0001201338389553969]
loss: 0.0023436011424439896
pde_losses: [3.375838595394203e-6, 1.6933325858689047e-5]
bcs_losses: [0.00033536590567954873, 1.3290371223524888e-5, 0.0004727594432058878, 0.00014960628555770852, 0.001232468010129098, 0.00011980196219413833]
loss: 0.0023345905273109207
pde_losses: [3.1421876664126085e-6, 1.705235100343597e-5]
bcs_losses: [0.00033595170513154936, 1.2986000801295607e-5, 0.00047022998589755713, 0.00014975971868327333, 0.0012259506687728244, 0.00011951790935457209]
loss: 0.0023226898314662662
pde_losses: [2.3607261906555104e-6, 2.0921855745013474e-5]
bcs_losses: [0.00033615237635405837, 1.1529061434361935e-5, 0.00046486692519284495, 0.00014871563598003158, 0.0012202282457679666, 0.00011791500480133397]
loss: 0.0022999914649206835
pde_losses: [7.728576617598317e-6, 1.5478499599076783e-5]
bcs_losses: [0.0003392961646730367, 1.1018172510325415e-5, 0.00045524910195615816, 0.00014459763525671783, 0.0012119633338987241, 0.00011465998040904574]
loss: 0.002284043300971001
pde_losses: [6.8571327773488655e-6, 1.5123196406832381e-5]
bcs_losses: [0.0003402391861506278, 1.1249149157532925e-5, 0.0004512610192271723, 0.0001438224234377915, 0.001203225564022861, 0.00011226562979083424]
loss: 0.002259383736754541
pde_losses: [6.508976464844727e-6, 1.1055611740455696e-5]
bcs_losses: [0.00033838085069482735, 1.3103448904151994e-5, 0.0004495475277753444, 0.00014210675728632463, 0.0011958947627743037, 0.0001027858011142886]
loss: 0.0022427719981575663
pde_losses: [4.6793988005485025e-6, 8.245721576419389e-6]
bcs_losses: [0.00033396983770332553, 1.459883770214456e-5, 0.000452214042883286, 0.00014036568396863015, 0.001193043231811832, 9.565524371138012e-5]
loss: 0.0022261169367607725
pde_losses: [2.2478518844351675e-6, 3.290256421181053e-6]
bcs_losses: [0.0003301099474461171, 1.5174598235230526e-5, 0.0004512937254369733, 0.0001393539037241092, 0.0011924322705853764, 9.221438302735013e-5]
loss: 0.0022186943120081097
pde_losses: [2.2894607349420717e-6, 3.0226258033596203e-6]
bcs_losses: [0.0003304153003704638, 1.5459132846429924e-5, 0.00045063070896202476, 0.00013863664715759296, 0.001188440551848176, 8.979988428512071e-5]
loss: 0.0022114277993978805
pde_losses: [1.5289000403470428e-6, 4.310224934739755e-6]
bcs_losses: [0.0003271410302977341, 1.4588343007738039e-5, 0.0004498389325591411, 0.00013889505080708878, 0.0011866394205153326, 8.84858972357595e-5]
loss: 0.002203736833336889
pde_losses: [3.7235411096342193e-6, 6.5016935426117065e-6]
bcs_losses: [0.0003251858830302534, 1.3839202105403764e-5, 0.00044903450466867324, 0.00013932215746913953, 0.0011804463905412137, 8.568346086995942e-5]
loss: 0.0021904724128458905
pde_losses: [3.4308721609631623e-6, 8.159757299882134e-6]
bcs_losses: [0.00032084065180955834, 1.4103229358126643e-5, 0.0004491338907279104, 0.0001402027357128207, 0.001172626396398011, 8.197487937861838e-5]
loss: 0.0021798751945181446
pde_losses: [2.784753560884434e-6, 5.635920570664816e-6]
bcs_losses: [0.00031877979054040597, 1.5342316056880903e-5, 0.0004504975613032536, 0.00014032591522374698, 0.0011674798759176049, 7.902906134470334e-5]
loss: 0.002165212430807024
pde_losses: [3.644885030484325e-6, 4.985190387213719e-6]
bcs_losses: [0.0003126359128744719, 1.5943315064895122e-5, 0.0004503679413365842, 0.00014097025612045948, 0.0011613530166436304, 7.531191334928455e-5]
loss: 0.0021570023784764827
pde_losses: [1.8424923734913919e-6, 5.005065483295326e-6]
bcs_losses: [0.0003117820023073462, 1.6435021594730955e-5, 0.0004509683321382695, 0.00014143441142328215, 0.001157007625991309, 7.252742716475816e-5]
loss: 0.002144080392338048
pde_losses: [2.6488592043186474e-6, 3.4972641089584176e-6]
bcs_losses: [0.0003100025133073901, 1.775884212666723e-5, 0.0004518066455361602, 0.00014227438277953305, 0.001149004385342544, 6.708749993247659e-5]
loss: 0.0021336843166033987
pde_losses: [2.4182136427911226e-6, 3.0202920297017332e-6]
bcs_losses: [0.0003067418529062141, 1.8569895118308134e-5, 0.0004512109896728216, 0.00014097717980143576, 0.001146124264949841, 6.462162848228529e-5]
loss: 0.002125583522654533
pde_losses: [1.781282794091936e-6, 2.868154282885377e-6]
bcs_losses: [0.00030395359661795896, 2.080175966767997e-5, 0.000452539571420123, 0.00014142781548587331, 0.001141361995973943, 6.084934641197735e-5]
loss: 0.0021166865792387325
pde_losses: [3.256311320948477e-6, 4.293496577872326e-6]
bcs_losses: [0.0003010088102892269, 2.065738873600482e-5, 0.0004488293882666066, 0.00014123970001515756, 0.0011381515680907379, 5.924991594217775e-5]
loss: 0.0021115972320369246
pde_losses: [1.8093348010660594e-6, 4.31624255671732e-6]
bcs_losses: [0.0003001909033907307, 2.1195666557665897e-5, 0.00044937544187262786, 0.00014121262667099674, 0.001135316208042622, 5.8180808144498636e-5]
loss: 0.0021008292436064937
pde_losses: [3.4623103720736015e-6, 4.699808677666551e-6]
bcs_losses: [0.0002969060865507495, 2.125871731319829e-5, 0.0004466432109015713, 0.00014092174594131882, 0.0011305797428826365, 5.635762096727934e-5]
loss: 0.002093849249500247
pde_losses: [3.946343032239018e-6, 4.129531803610245e-6]
bcs_losses: [0.0002950013586644205, 2.190225386285592e-5, 0.0004462796944681594, 0.0001414124886173601, 0.0011254234382471703, 5.575414080443141e-5]
loss: 0.002080542815964522
pde_losses: [3.944446519528441e-6, 3.670398273748751e-6]
bcs_losses: [0.00029296970996852556, 2.2175217204219007e-5, 0.00044055731391372016, 0.00013917948030118293, 0.0011214360455857025, 5.661020419789437e-5]
loss: 0.0020683688710236956
pde_losses: [2.2924821125290144e-6, 3.0110066001366055e-6]
bcs_losses: [0.0002896213021273669, 2.4704170455441902e-5, 0.0004411070854593099, 0.0001385097501657514, 0.0011145891969441529, 5.45338771590072e-5]
loss: 0.0020590008760885473
pde_losses: [3.314900599551588e-6, 2.9086713933915656e-6]
bcs_losses: [0.00028709679053553247, 2.6494231328113404e-5, 0.0004417815371930084, 0.0001400415189269361, 0.0011079042242074582, 4.945900190455557e-5]
loss: 0.0020500477598298975
pde_losses: [2.2174650302579647e-6, 1.6445296962681292e-6]
bcs_losses: [0.00028513785202123235, 2.8587446748217232e-5, 0.00044015738317575127, 0.00014151790074810934, 0.001105362731203325, 4.542245120673621e-5]
loss: 0.0020383827953058676
pde_losses: [2.620940581445917e-6, 1.9702978033559704e-6]
bcs_losses: [0.0002828823412177918, 3.088008823852099e-5, 0.00043932836188335456, 0.00014442142605246936, 0.0010951385655677173, 4.114077396121201e-5]
loss: 0.0020300697852899375
pde_losses: [2.3825766487780437e-6, 3.3796292704461398e-6]
bcs_losses: [0.00028003515692919407, 3.178795288129393e-5, 0.00043772314136283235, 0.00014521655347051856, 0.0010901194541724083, 3.9425320554465685e-5]
loss: 0.0020220460347819646
pde_losses: [1.248796803897983e-6, 1.8265851695455338e-6]
bcs_losses: [0.00027605331662005765, 3.336341982166834e-5, 0.00044001852676432815, 0.0001450825848922391, 0.0010853662603495992, 3.908654436062861e-5]
loss: 0.0020159648149196694
pde_losses: [2.727980655933085e-6, 2.50081791335736e-6]
bcs_losses: [0.0002736328673964319, 3.3060186783740945e-5, 0.00043647356690189613, 0.0001424530325822003, 0.0010853647532154565, 3.9751609470653354e-5]
loss: 0.002008739231836917
pde_losses: [2.2576494113416317e-6, 3.2171720914208424e-6]
bcs_losses: [0.00026821167455968765, 3.529686090166154e-5, 0.0004380284021642624, 0.0001415869343174696, 0.0010815309306975573, 3.860960769351608e-5]
loss: 0.0019980907372458383
pde_losses: [2.4140110198020927e-6, 6.520928132410251e-6]
bcs_losses: [0.00026057046803765183, 3.5136862277030015e-5, 0.00043858655469023816, 0.00014075184918532234, 0.0010780503467092155, 3.605971719416788e-5]
loss: 0.0019798447690038278
pde_losses: [3.541814543069732e-6, 8.719531716409701e-6]
bcs_losses: [0.0002474116569852091, 3.4643360090253744e-5, 0.0004393676633658492, 0.00013798158824518406, 0.0010732982908858767, 3.4880863171975836e-5]
loss: 0.0019554666136564584
pde_losses: [5.212424840340589e-6, 4.048181460699266e-6]
bcs_losses: [0.0002396086688391531, 3.276096340241516e-5, 0.0004419788400114203, 0.0001346544813854969, 0.0010595052352217122, 3.769781849522095e-5]
loss: 0.0019382183736770789
pde_losses: [2.9210100801964246e-6, 3.3890217638920713e-6]
bcs_losses: [0.0002385901438267422, 3.246258628532454e-5, 0.0004451453405155577, 0.00013382445808690188, 0.0010474748015004915, 3.441101161797252e-5]
loss: 0.0019297433118565957
pde_losses: [5.3084596341805755e-6, 7.060654646066191e-6]
bcs_losses: [0.0002415249231192974, 3.0920307246024e-5, 0.00043583803535727323, 0.0001304545362263646, 0.001045731177689501, 3.290521793788861e-5]
loss: 0.0019129351612662614
pde_losses: [5.4969890685161546e-6, 5.748595629652713e-6]
bcs_losses: [0.0002367398696636209, 3.11436991240401e-5, 0.00043901575413038396, 0.00012599930844866113, 0.0010358860821051135, 3.290486309627306e-5]
loss: 0.001888040822831033
pde_losses: [4.5202800950878975e-6, 3.3525554015549148e-6]
bcs_losses: [0.00022810828702638988, 2.993595572578702e-5, 0.00043959294272267015, 0.0001234026835124923, 0.001027727465230214, 3.140065311683678e-5]
loss: 0.0018613274165487008
pde_losses: [8.311085596194489e-6, 4.661978389643125e-6]
bcs_losses: [0.0002205456306638986, 2.361665731357247e-5, 0.00042315701975657763, 0.00012103767575854552, 0.0010291670837682381, 3.083028530203093e-5]
loss: 0.0018495370246239746
pde_losses: [6.750172173009143e-6, 3.3469274980024857e-6]
bcs_losses: [0.00021754311157221154, 1.946269356101222e-5, 0.00042375025762541696, 0.00012103299078445519, 0.0010266721962502406, 3.097867515962652e-5]
loss: 0.0018386871663398398
pde_losses: [9.91205644757184e-7, 1.674196352047917e-6]
bcs_losses: [0.00022163098660851164, 1.7218874620259775e-5, 0.0004148482721080068, 0.00012005011578603434, 0.0010309881633600423, 3.128535186017964e-5]
loss: 0.001833752272126493
pde_losses: [2.087052925830266e-6, 1.010506986925507e-6]
bcs_losses: [0.0002237173327046161, 1.6255711064962783e-5, 0.0004079930749302269, 0.00011827924318589941, 0.0010326438198706859, 3.176553045734633e-5]
loss: 0.0018302144434300636
pde_losses: [7.760727829608664e-7, 7.20491291965914e-7]
bcs_losses: [0.00022462617700945209, 1.646197918573976e-5, 0.0004036421739246053, 0.00011734375178357623, 0.0010344789913365705, 3.216480611519285e-5]
loss: 0.0018276415084036283
pde_losses: [1.3370426494391683e-6, 7.64877266699691e-7]
bcs_losses: [0.00022524899205538326, 1.6615493291584158e-5, 0.0004017871410636388, 0.00011708683354756648, 0.0010325388123245372, 3.2262316204779466e-5]
loss: 0.0018245499943973008
pde_losses: [9.454867474973497e-7, 1.3140873987753238e-6]
bcs_losses: [0.0002271630085786675, 1.624583718766951e-5, 0.00039813444973183095, 0.00011720733574001446, 0.0010311517290142033, 3.238805999864222e-5]
loss: 0.0018214811563268911
pde_losses: [8.380917186937511e-7, 2.024982479568449e-6]
bcs_losses: [0.0002263117308253773, 1.6362164033103595e-5, 0.0004000063125396756, 0.00011803194083141478, 0.0010257467439128774, 3.215918998618004e-5]
loss: 0.0018169812205196527
pde_losses: [7.594937154418146e-7, 1.8594162794363541e-6]
bcs_losses: [0.00022430325448287582, 1.6864710240101777e-5, 0.0004027393248312829, 0.00011962152396276738, 0.001019683478725554, 3.115001828219278e-5]
loss: 0.0018111836375594738
pde_losses: [2.463793597233261e-6, 1.7577286213075387e-6]
bcs_losses: [0.00022141904232389096, 1.7336499790373365e-5, 0.0003996468701200442, 0.00012224381013982666, 0.001015792035331688, 3.0523857635109705e-5]
loss: 0.0018050826113722607
pde_losses: [3.1961194126272214e-6, 2.5491895455654887e-6]
bcs_losses: [0.00021973396504241981, 1.7695085739522055e-5, 0.00039673224163454127, 0.00012337173644604973, 0.0010107646782174142, 3.103959533412112e-5]
loss: 0.0017882621327796663
pde_losses: [5.91150189629324e-6, 9.755061796101416e-6]
bcs_losses: [0.0002191093796479767, 1.8243108875632754e-5, 0.00038796402276089167, 0.0001243064076364867, 0.000989219090706885, 3.3753559459398696e-5]
loss: 0.0017610854227748972
pde_losses: [7.308376542576259e-6, 1.2588679531486685e-5]
bcs_losses: [0.00021421571816675775, 1.942619350956791e-5, 0.0003854805395626433, 0.00012706302955549245, 0.0009617547462866526, 3.324813961972005e-5]
loss: 0.0016954130848226255
pde_losses: [9.07868478165524e-6, 3.0825411272352475e-5]
bcs_losses: [0.00020796407266875604, 1.9937540194292525e-5, 0.00036256403415535607, 0.00012900460089706396, 0.0009027131977422565, 3.332554311089267e-5]
loss: 0.0016205061848451991
pde_losses: [1.100325421472278e-5, 2.4153328187082423e-5]
bcs_losses: [0.00019863494242467792, 1.8047870258771206e-5, 0.0003457663673105087, 0.00013147223651516237, 0.0008585373284287431, 3.2890857505530794e-5]
loss: 0.0015747173182700726
pde_losses: [7.50212007756008e-6, 8.98884710424383e-6]
bcs_losses: [0.00019386289923146744, 1.9816025865303658e-5, 0.00034352633436936133, 0.00013334840896636905, 0.0008361672994653382, 3.1505383190428977e-5]
loss: 0.0015633957509240289
pde_losses: [4.844962333347e-6, 9.688568600110351e-6]
bcs_losses: [0.00019226206465530342, 2.0788020971101925e-5, 0.00034109017052236126, 0.00013455844836543547, 0.000828378894060457, 3.17846214159124e-5]
loss: 0.0015448969921375648
pde_losses: [2.807236827617486e-6, 6.2880881983249605e-6]
bcs_losses: [0.00019308737907008128, 2.2667878710250425e-5, 0.0003375047652754543, 0.00013463961489050032, 0.0008157183245809357, 3.2183704584400555e-5]
loss: 0.0015332992548417437
pde_losses: [4.171079612485312e-6, 7.654627602990881e-6]
bcs_losses: [0.00019228390789343604, 2.1654204761583265e-5, 0.00033705745507203613, 0.0001368640568733331, 0.000800922922912221, 3.269100011365802e-5]
loss: 0.0015149976719222476
pde_losses: [8.472529366667314e-6, 7.459088784955642e-6]
bcs_losses: [0.000188668282749249, 2.0976918141146875e-5, 0.0003364382639759751, 0.00014287965167591505, 0.0007752678990380344, 3.4835038190304286e-5]
loss: 0.0015027400148810055
pde_losses: [3.0248163178751964e-6, 5.98065869376618e-6]
bcs_losses: [0.00019062714242344168, 1.874514936063445e-5, 0.00034408338820074186, 0.00014567367333604266, 0.0007589543963793429, 3.565079016916056e-5]
loss: 0.0014904106050861751
pde_losses: [2.4335527993061307e-6, 2.3829882859382707e-6]
bcs_losses: [0.00018834091159786886, 1.782605067816265e-5, 0.0003512194908238382, 0.00014763958562001347, 0.0007435461008234778, 3.702192445756963e-5]
loss: 0.001479580445114712
pde_losses: [1.5323714578148385e-6, 1.1741592443660795e-6]
bcs_losses: [0.00018471557615852633, 1.7872020728233753e-5, 0.00035650623858095873, 0.00015162782284395748, 0.0007257105631359628, 4.044169296489229e-5]
loss: 0.0014739645858873093
pde_losses: [2.118318381912693e-6, 2.9997780191952983e-6]
bcs_losses: [0.00018164685730957006, 1.7015776800651583e-5, 0.00036100582521525633, 0.0001556446612861007, 0.0007112090219672449, 4.232434690737773e-5]
loss: 0.0014674215081818443
pde_losses: [2.911684909157696e-6, 3.0608281171444066e-6]
bcs_losses: [0.00017869770815905843, 1.7056591501607718e-5, 0.00036662584439200194, 0.00015861433918369622, 0.0006967673438373495, 4.3687168081828367e-5]
loss: 0.0014634369855488548
pde_losses: [2.7878191040461833e-6, 3.5229326917462024e-6]
bcs_losses: [0.00017708739742419068, 1.594186836789696e-5, 0.0003691489165177974, 0.00016087377069779878, 0.0006887001763770165, 4.53741043683621e-5]
loss: 0.0014602065435367006
pde_losses: [1.6373669445778248e-6, 4.384184345364462e-6]
bcs_losses: [0.00017603073372839971, 1.5602750020674962e-5, 0.00037468256128866896, 0.00016396606876528826, 0.000677756752532456, 4.614612591127052e-5]
loss: 0.0014571179817012155
pde_losses: [1.3885483769085187e-6, 5.433962962268953e-6]
bcs_losses: [0.00017599453438173223, 1.5542864597411645e-5, 0.0003696627873472437, 0.00016532043449020247, 0.0006775013603342498, 4.6273489211198084e-5]
loss: 0.0014509384732568412
pde_losses: [1.4088554463190398e-6, 5.604042524858442e-6]
bcs_losses: [0.000177452482986242, 1.5159764840827096e-5, 0.0003670301173808443, 0.00017041494347553107, 0.0006635487631952584, 5.0319503406961025e-5]
loss: 0.0014410381954354787
pde_losses: [2.938290812903569e-6, 5.306491007751039e-6]
bcs_losses: [0.00017713310025568635, 1.555333529489783e-5, 0.000357439162631756, 0.00017721718798960318, 0.0006535566720129964, 5.189395542988451e-5]
loss: 0.0014295749480270838
pde_losses: [2.4332648035029825e-6, 4.186790600259195e-6]
bcs_losses: [0.00017853745956722698, 1.546137533823665e-5, 0.00034745072908376733, 0.00018073649472897765, 0.0006455725436207131, 5.5196290284399794e-5]
loss: 0.001420780664171924
pde_losses: [2.153684704096105e-6, 2.338776680559382e-6]
bcs_losses: [0.00017585975415721305, 1.791036512914264e-5, 0.0003420760813418826, 0.0001802051718763064, 0.0006450252933383395, 5.521153694438417e-5]
loss: 0.0014147639186668447
pde_losses: [1.9409496908700608e-6, 2.9085867914173734e-6]
bcs_losses: [0.00017393013779569086, 1.8580920861078168e-5, 0.00034241709002085283, 0.0001822847982815555, 0.0006359717570193599, 5.672967820602002e-5]
loss: 0.0014082796129244008
pde_losses: [1.7380814310798424e-6, 3.210318287259558e-6]
bcs_losses: [0.0001695407040226705, 1.9257486183683145e-5, 0.00034368866232616823, 0.00017881544774575527, 0.0006353968308937629, 5.663208203402134e-5]
loss: 0.0014043747170048298
pde_losses: [1.569357755933137e-6, 2.4364960054252157e-6]
bcs_losses: [0.0001677815524483029, 1.9478640990510574e-5, 0.00034525057914526665, 0.00018234091050130377, 0.0006258187999211929, 5.9698380236894654e-5]
loss: 0.0013984532984617926
pde_losses: [7.826951619926333e-7, 2.4233071015539612e-6]
bcs_losses: [0.0001649755898115106, 1.9272491615604014e-5, 0.00034876876752993084, 0.00018351142568345848, 0.0006157634200531747, 6.295560150456745e-5]
loss: 0.0013914650962697974
pde_losses: [1.8579317802837407e-6, 1.8264983131403713e-6]
bcs_losses: [0.00016245568725499802, 1.9925675689639507e-5, 0.00035060437243454666, 0.0001871379018291659, 0.0006009255203016483, 6.673150866637487e-5]
loss: 0.0013839166507729956
pde_losses: [2.2994046313914626e-6, 1.432204158945446e-6]
bcs_losses: [0.00016427054230840218, 1.9663728945282477e-5, 0.00035205934552132764, 0.0001906714548553433, 0.0005852880125999716, 6.823195775233166e-5]
loss: 0.0013710976241087724
pde_losses: [3.872622622564119e-6, 5.254686035903435e-6]
bcs_losses: [0.00016196480517788306, 2.2047632336242698e-5, 0.0003455247575509149, 0.0001937562400838669, 0.0005675319735941687, 7.114490670722843e-5]
loss: 0.0013561526046495483
pde_losses: [5.302603717141241e-6, 4.514886593609515e-6]
bcs_losses: [0.00015926801571041448, 2.4659499586951705e-5, 0.00034617206512224186, 0.00020109389505907791, 0.0005378820559405342, 7.725958291957758e-5]
loss: 0.0013316209952111446
pde_losses: [9.036303304323581e-6, 7.63327095075827e-6]
bcs_losses: [0.0001518361608758691, 2.7942817038247474e-5, 0.00034183948910072436, 0.00020523452278270753, 0.0005072214216708113, 8.087700948770289e-5]
loss: 0.0013237496085855831
pde_losses: [7.476006179489631e-6, 7.958318619701953e-6]
bcs_losses: [0.00015093681862631884, 2.7900558311232248e-5, 0.0003409233798262859, 0.0002080373503635015, 0.000497438427957038, 8.30787487020152e-5]
loss: 0.0012915916311455234
pde_losses: [7.644398578206395e-6, 5.595151259574089e-6]
bcs_losses: [0.00014393744557803268, 2.61502308530177e-5, 0.0003349486604942607, 0.00021734103528427894, 0.00046625286752010985, 8.972184157804306e-5]
loss: 0.0012696468835029127
pde_losses: [1.0203769617576058e-5, 5.035370401369084e-6]
bcs_losses: [0.00013706656578240243, 2.3849935797460614e-5, 0.0003275078959518152, 0.00022114717902623144, 0.0004529134451088154, 9.192272181724234e-5]
loss: 0.0012453430821084863
pde_losses: [1.1717135851675446e-5, 9.245875103485719e-6]
bcs_losses: [0.00013079158530513943, 1.689651013531483e-5, 0.0003255205956626353, 0.00021600063444823922, 0.0004491870600226079, 8.598368557938836e-5]
loss: 0.001214412052902163
pde_losses: [9.239462411652976e-6, 9.340597731848898e-6]
bcs_losses: [0.00012256052693907228, 1.4038168645686844e-5, 0.0003244388361596284, 0.00022088394615617652, 0.00042411119886792367, 8.979931599017317e-5]
loss: 0.0011930362156722914
pde_losses: [5.943068802786351e-6, 5.1332521584837625e-6]
bcs_losses: [0.00011689929802248365, 1.3816079172408577e-5, 0.0003218599047372052, 0.00021707452470627942, 0.00042403316417030787, 8.827692390233648e-5]
loss: 0.0011699355817508515
pde_losses: [2.4668055025307183e-6, 9.300615842791616e-6]
bcs_losses: [0.0001146061619109048, 1.1527097211944196e-5, 0.0003226761701267479, 0.00021768536077095474, 0.00040555480938150434, 8.61185610034731e-5]
loss: 0.0011671469901132774
pde_losses: [2.2092797279349812e-6, 9.060235945889682e-6]
bcs_losses: [0.00011502660996624245, 1.1113057130529508e-5, 0.00032183891874702975, 0.0002180884643040619, 0.00040355481021514284, 8.625561407644627e-5]
loss: 0.0011580473559737866
pde_losses: [1.945892841576785e-6, 5.360462711451971e-6]
bcs_losses: [0.00011880549486433057, 1.0061498287545286e-5, 0.00031925080857197043, 0.00021769883039237948, 0.00039861513133954634, 8.630923696498574e-5]
loss: 0.001150698887044821
pde_losses: [3.72477313985325e-6, 3.5442419806276846e-6]
bcs_losses: [0.00012348121289466332, 9.30752443328874e-6, 0.00031704858901072567, 0.0002195271543121908, 0.00038772480204532554, 8.634058922814625e-5]
loss: 0.0011443327681710737
pde_losses: [2.0328766655303083e-6, 3.421761465786973e-6]
bcs_losses: [0.00012726388686209403, 8.591638230939293e-6, 0.0003151427965994641, 0.0002198652212432973, 0.0003825521192569461, 8.546246784701561e-5]
loss: 0.0011364264512531566
pde_losses: [3.560721411697003e-6, 5.0420557350576385e-6]
bcs_losses: [0.0001278880047306085, 8.084702999462194e-6, 0.0003152797501921395, 0.00022158795989804178, 0.00036831474332168677, 8.666851296446331e-5]
loss: 0.0011268277309013646
pde_losses: [6.486926762337946e-6, 3.5750530299019512e-6]
bcs_losses: [0.0001262519990470148, 7.904353247810978e-6, 0.0003153120221251599, 0.0002235628646218788, 0.0003566239587135265, 8.711055335373344e-5]
loss: 0.0011149491352222473
pde_losses: [5.994594167183657e-6, 3.2279137338700174e-6]
bcs_losses: [0.000128213670732731, 7.32008790569748e-6, 0.00031500945682816687, 0.00022617316698501558, 0.00034176963906916945, 8.724060580041348e-5]
loss: 0.0010967804443842298
pde_losses: [8.52497840660299e-6, 3.45256980630944e-6]
bcs_losses: [0.00012572265575255196, 6.56912434379323e-6, 0.00031664368265961403, 0.00022648058807007298, 0.0003214148211910039, 8.797202415428134e-5]
loss: 0.0010861358421186884
pde_losses: [9.714133100992351e-6, 2.513157664673221e-6]
bcs_losses: [0.00012088754408236194, 5.840709751251128e-6, 0.00031896342130516005, 0.00022665599513097944, 0.0003121620674874003, 8.939881359586993e-5]
loss: 0.0010730554845908848
pde_losses: [7.659334966944607e-6, 3.85885410830683e-6]
bcs_losses: [0.00011169311557190887, 6.194302494231106e-6, 0.000323252948536495, 0.00022424416729275532, 0.00030650438213230484, 8.96483794879383e-5]
loss: 0.0010616252768024022
pde_losses: [4.254312939385017e-6, 1.9515400923568732e-6]
bcs_losses: [0.00010939609128647707, 5.9971106234562965e-6, 0.0003275428226806375, 0.00022532961271074393, 0.00029625084810102687, 9.09029383683188e-5]
loss: 0.0010484909110968735
pde_losses: [4.286196528684487e-6, 2.673867473199172e-6]
bcs_losses: [0.00010622459490824359, 5.550669145381299e-6, 0.00033282049450743744, 0.0002248188805582333, 0.00028266894896404637, 8.944725901164773e-5]
loss: 0.0010375154086338947
pde_losses: [4.43955150725206e-6, 3.0366627884546024e-6]
bcs_losses: [0.00010478114994821542, 5.649758943687916e-6, 0.0003398557726445581, 0.00022528726191053402, 0.0002642374041076279, 9.022784678356466e-5]
loss: 0.0010273669322337252
pde_losses: [1.3654730347446395e-6, 2.5037634011783146e-6]
bcs_losses: [0.00010456257165730355, 5.810782730547937e-6, 0.00034025554738834204, 0.00022390565337175142, 0.0002592702204059785, 8.969292024387864e-5]
loss: 0.0010186321281855906
pde_losses: [1.1910128159880234e-6, 2.1005573055020333e-6]
bcs_losses: [0.00010275931987216967, 6.026732561378498e-6, 0.00034589189317959, 0.00022232814890322492, 0.0002489797934047156, 8.935467014302199e-5]
loss: 0.0010146836305851394
pde_losses: [2.508747763073822e-6, 2.1043664940401417e-6]
bcs_losses: [0.000103454886663258, 5.7982483519682065e-6, 0.0003485880717869273, 0.00022212431783957088, 0.0002407327337998902, 8.937225788641071e-5]
loss: 0.0010114922453851821
pde_losses: [2.457921657591813e-6, 2.6274832205393096e-6]
bcs_losses: [0.00010234329903838523, 5.5870760557935745e-6, 0.0003512866888143376, 0.00022096976574116338, 0.00023663687552362292, 8.958313533374821e-5]
loss: 0.0010066858569659197
pde_losses: [2.229055652952225e-6, 3.349792142459775e-6]
bcs_losses: [0.000102529093362109, 5.571268588163041e-6, 0.0003554054059962725, 0.00022050564531947203, 0.00022840890686475057, 8.86866890397406e-5]
loss: 0.0010016042581862416
pde_losses: [1.7892475839342577e-6, 4.000260016575733e-6]
bcs_losses: [0.00010368009623896685, 5.382097819544579e-6, 0.0003577967850622339, 0.00022004095405811963, 0.0002215605617878262, 8.735425561904053e-5]
loss: 0.0009962335186223955
pde_losses: [8.023833249192259e-7, 3.7507198926756e-6]
bcs_losses: [0.0001050507927958499, 5.443023723087306e-6, 0.0003644704830763739, 0.00021859528563910517, 0.00021136747621504617, 8.675335395533808e-5]
loss: 0.0009909498250502099
pde_losses: [1.6710378493214856e-6, 3.0538219656199623e-6]
bcs_losses: [0.00010823275907588677, 5.607141328326794e-6, 0.0003655247555974627, 0.00021568303327188122, 0.000206269423239837, 8.490785272187402e-5]
loss: 0.0009855785885056687
pde_losses: [1.4175617809555563e-6, 2.076181727246347e-6]
bcs_losses: [0.00011130659022300576, 6.254818877420568e-6, 0.00037217288069079496, 0.00021290147132097076, 0.00019638880845575403, 8.30602754295206e-5]
loss: 0.0009802627316888555
pde_losses: [1.4760014309469568e-6, 1.5147839260237885e-6]
bcs_losses: [0.00011412519491164587, 6.279571986543024e-6, 0.0003747717321011148, 0.0002086273678575641, 0.00019282003453854337, 8.064804493647363e-5]
loss: 0.0009748401610831316
pde_losses: [1.1366220362137383e-6, 1.3998240933772422e-6]
bcs_losses: [0.00011661850232540913, 6.545942349955058e-6, 0.00037964094881113474, 0.00020533348556219232, 0.00018462820985847787, 7.953662604637135e-5]
loss: 0.0009696935665659246
pde_losses: [9.408399703949295e-7, 2.1380958033205787e-6]
bcs_losses: [0.00012015806799252286, 7.23220299679046e-6, 0.00038074077022750836, 0.00020145735725430404, 0.0001802027288796432, 7.682350344144009e-5]
loss: 0.0009652966916225509
pde_losses: [1.2343791869293515e-6, 3.0829550349433488e-6]
bcs_losses: [0.00012143905674591023, 7.844023331483765e-6, 0.00038446422676853087, 0.0001964845892840945, 0.00017339488571664844, 7.735257555401034e-5]
loss: 0.0009604331379546504
pde_losses: [1.8639767562985453e-6, 5.699105309268475e-6]
bcs_losses: [0.00012053446633766765, 7.57830168050348e-6, 0.000382460805197572, 0.00019320962265511176, 0.00017078954336288143, 7.829731665534699e-5]
loss: 0.0009539083018873421
pde_losses: [1.3986391870652247e-6, 6.453656762709772e-6]
bcs_losses: [0.00012125207074598155, 8.239702336696935e-6, 0.000388230368222477, 0.00018802596464323633, 0.00016224560734012642, 7.806229264904879e-5]
loss: 0.0009449656793075693
pde_losses: [2.364270309480706e-6, 1.0499650804863299e-5]
bcs_losses: [0.00011593783180484818, 8.142846442155817e-6, 0.0003873980190473318, 0.00018206096630995182, 0.0001602617246397618, 7.830036994917594e-5]
loss: 0.0009364680145778357
pde_losses: [1.7476270823421316e-6, 9.460366851702024e-6]
bcs_losses: [0.00011597628534462964, 8.435548446425429e-6, 0.00039049884636975534, 0.00017781646751384618, 0.00015472275462816544, 7.78101183409695e-5]
loss: 0.0009253652791565741
pde_losses: [5.1141910765244645e-6, 9.659957988898763e-6]
bcs_losses: [0.00011125742241673344, 6.325490452511118e-6, 0.00038319271103945645, 0.00017571236108886523, 0.0001565349054054292, 7.756823968815531e-5]
loss: 0.0009105151215982336
pde_losses: [4.339659002137996e-6, 1.1920538508166093e-5]
bcs_losses: [0.00011144143989431934, 5.266393161725826e-6, 0.00037924198551734004, 0.0001689756807377726, 0.00014906794383952546, 8.026148093724644e-5]
loss: 0.0008853205224451047
pde_losses: [5.960020923095663e-6, 1.3182289192337044e-5]
bcs_losses: [0.00010611588298123107, 4.905826546934502e-6, 0.00036636923714418424, 0.00015596529063120632, 0.00014329012151230406, 8.953185351381185e-5]
loss: 0.0008669250770152183
pde_losses: [5.228181850175127e-6, 1.1228104541331905e-5]
bcs_losses: [0.00010545494320473128, 4.587391636359066e-6, 0.00036560469442850304, 0.00014919785732570365, 0.00013731032759817572, 8.83135764302385e-5]
loss: 0.0008446087232406032
pde_losses: [4.828919660844545e-6, 8.063978618602902e-6]
bcs_losses: [0.00010085710967525289, 6.151473271975139e-6, 0.0003623921228457775, 0.0001453876446184602, 0.00013353405540219925, 8.339341914749081e-5]
loss: 0.0008339619153766034
pde_losses: [3.2903205382777385e-6, 5.078373728925113e-6]
bcs_losses: [9.808492655846242e-5, 6.9460511953910204e-6, 0.00036632062645892586, 0.00014189519559448823, 0.00012762024906066286, 8.472617224147018e-5]
loss: 0.0008201775163062732
pde_losses: [3.0865941182528023e-6, 3.624160486948854e-6]
bcs_losses: [9.40449038554939e-5, 5.628775716490105e-6, 0.0003696579927440124, 0.00013926522165499106, 0.0001214028317963485, 8.346703593373553e-5]
loss: 0.0008071073212915644
pde_losses: [2.1929881182871563e-6, 3.2709705576986107e-6]
bcs_losses: [9.226264433715064e-5, 5.8523378879597355e-6, 0.0003695349104266569, 0.00013810135538445698, 0.00011495875915004122, 8.093335542931321e-5]
loss: 0.0007964317817369943
pde_losses: [3.0013977373470835e-6, 1.521902509805456e-6]
bcs_losses: [9.049980596038148e-5, 3.835532830725115e-6, 0.00036913047987918864, 0.00014241908430682464, 0.0001099526089853714, 7.607096952735051e-5]
loss: 0.0007906005669229347
pde_losses: [1.3699132059202843e-6, 1.2762444006786067e-6]
bcs_losses: [9.073496095491802e-5, 3.667453296000611e-6, 0.0003670740821919976, 0.0001459535783769032, 0.00010734376157572218, 7.318057292079414e-5]
loss: 0.0007847257374725633
pde_losses: [1.2553718359400697e-6, 1.3749365189064405e-6]
bcs_losses: [9.094315910250877e-5, 3.9539428328049345e-6, 0.0003670780835304873, 0.00014666832529151744, 0.00010253514715338361, 7.091677120701464e-5]
loss: 0.0007803158701102407
pde_losses: [1.2163802878589565e-6, 1.0223716173669474e-6]
bcs_losses: [8.962760181699816e-5, 3.892760200355313e-6, 0.0003681437700616449, 0.0001461700498754316, 9.854551576349285e-5, 7.169742048709199e-5]
loss: 0.0007759149587655823
pde_losses: [2.2373367883437334e-6, 2.152991332624855e-6]
bcs_losses: [8.988832022867904e-5, 4.076460385068985e-6, 0.00036710975103676746, 0.00014205444390164918, 9.68684957593932e-5, 7.15271593330557e-5]
loss: 0.000769308931194616
pde_losses: [2.3449219492703074e-6, 3.7031007916077586e-6]
bcs_losses: [8.991256226918777e-5, 4.04388429240632e-6, 0.00036791171541724027, 0.00013915500091162054, 9.025131140717404e-5, 7.198643415610894e-5]
loss: 0.0007579315351551154
pde_losses: [3.269557231659348e-6, 5.73694821837589e-6]
bcs_losses: [8.871589169117815e-5, 4.101108406843747e-6, 0.00036527522425604204, 0.00013156440964905876, 8.509201246049628e-5, 7.417638324146122e-5]
loss: 0.0007433708201196428
pde_losses: [3.312876767121255e-6, 4.4060684755955516e-6]
bcs_losses: [8.99987678600639e-5, 5.160511660494919e-6, 0.0003614021250706572, 0.0001272841970296213, 7.984471376846624e-5, 7.196155948762246e-5]
loss: 0.0007328269716160771
pde_losses: [2.2684594365254495e-6, 4.047208058753859e-6]
bcs_losses: [9.049709208567251e-5, 6.286893696332948e-6, 0.0003584688659664301, 0.00012424400435913406, 7.892087995214671e-5, 6.809356806108129e-5]
loss: 0.0007230535509039769
pde_losses: [4.950418468482509e-6, 3.887803944080968e-6]
bcs_losses: [9.12614665960208e-5, 7.934141787566502e-6, 0.00035158816825652515, 0.00012014530847994539, 7.931111366940012e-5, 6.39751297019554e-5]
loss: 0.0007042629387452248
pde_losses: [4.013115019596076e-6, 6.4316521853447325e-6]
bcs_losses: [9.193154239962661e-5, 7.203043104961771e-6, 0.0003394438335255645, 0.00011341909060264276, 8.156541590681471e-5, 6.02552460006737e-5]
loss: 0.0006909622423913912
pde_losses: [4.058080377569653e-6, 5.133836097194816e-6]
bcs_losses: [9.307641816265208e-5, 8.27389257405738e-6, 0.0003293488541905599, 0.00011288013751531548, 8.316030369070848e-5, 5.5030719783333434e-5]
loss: 0.000677269022745154
pde_losses: [3.7301986266841826e-6, 7.70239836308529e-6]
bcs_losses: [9.383537403355392e-5, 8.840422176759558e-6, 0.0003220173103705887, 0.00010587258717270535, 8.417528456644884e-5, 5.10954474353282e-5]
loss: 0.0006678839644886013
pde_losses: [2.6588960914131733e-6, 7.150114458384781e-6]
bcs_losses: [9.509370229881357e-5, 1.1054287632203008e-5, 0.0003158512320946569, 0.00010262259693025258, 8.491750205423895e-5, 4.853563292863837e-5]
loss: 0.0006608544182180792
pde_losses: [2.6845513795955806e-6, 6.3033172349110076e-6]
bcs_losses: [9.496047235887628e-5, 1.094078023545882e-5, 0.0003150215136106641, 0.00010053554409243926, 8.317452646254972e-5, 4.7233712843584386e-5]
loss: 0.0006550725172571673
pde_losses: [7.475820595965672e-7, 5.923154533364553e-6]
bcs_losses: [9.512123589059509e-5, 1.2272153781840423e-5, 0.000315832401050842, 9.714108357891242e-5, 8.045123225852439e-5, 4.758367410349184e-5]
loss: 0.0006503267896744225
pde_losses: [1.1011550674759481e-6, 6.235654124631301e-6]
bcs_losses: [9.50015874696625e-5, 1.4020158160636644e-5, 0.0003148733182996923, 9.576941645641171e-5, 7.683423248842375e-5, 4.649126760748841e-5]
loss: 0.000644882604913942
pde_losses: [1.2614692174360142e-6, 4.970699628489665e-6]
bcs_losses: [9.438158306949318e-5, 1.5518358844621965e-5, 0.0003154835088215208, 9.294462623453036e-5, 7.233637701121312e-5, 4.7985982086636944e-5]
loss: 0.0006396939560376627
pde_losses: [1.5723597914172043e-6, 5.811763472533378e-6]
bcs_losses: [9.513338492059235e-5, 1.79870003349178e-5, 0.0003129293670861823, 9.280986639434838e-5, 6.97113056717149e-5, 4.373890836595634e-5]
loss: 0.0006353090002841381
pde_losses: [9.509476088224748e-7, 5.298018171628311e-6]
bcs_losses: [9.576613242308417e-5, 2.0652895059528164e-5, 0.0003097102629729322, 9.346707268930178e-5, 6.843763416408298e-5, 4.1026037194758046e-5]
loss: 0.000628332054699056
pde_losses: [1.5314400935227228e-6, 5.349557048225351e-6]
bcs_losses: [9.635960667910508e-5, 2.3131051802993545e-5, 0.00030471155322681667, 8.902023729043386e-5, 6.952363197135161e-5, 3.870497658660724e-5]
loss: 0.0006226372794517569
pde_losses: [9.117592838475148e-7, 4.713431336455395e-6]
bcs_losses: [9.592486184508934e-5, 2.4899732461409796e-5, 0.0003030346874220732, 8.815721601379056e-5, 6.873793001516983e-5, 3.625766107392128e-5]
loss: 0.0006176220125589215
pde_losses: [2.0331747118089577e-6, 3.7580447299533714e-6]
bcs_losses: [9.521397065431181e-5, 2.5396871467150984e-5, 0.0003008707176423804, 8.57994554563332e-5, 7.022920104981356e-5, 3.432057684716939e-5]
loss: 0.0006116399968753918
pde_losses: [1.5410711764537386e-6, 2.0625646025657393e-6]
bcs_losses: [9.288618972711332e-5, 2.5496946988534994e-5, 0.00029981919172800543, 8.372896275852643e-5, 7.308589278241071e-5, 3.30191771117814e-5]
loss: 0.0006032097625803807
pde_losses: [1.3749486394255725e-6, 2.00288036731694e-6]
bcs_losses: [9.060735656266375e-5, 2.308269703425509e-5, 0.0003020451449836665, 7.710976783102513e-5, 7.27220966809044e-5, 3.426487048112335e-5]
loss: 0.0005983230304857136
pde_losses: [5.01383605382614e-7, 2.3929264725984367e-6]
bcs_losses: [8.977418423629339e-5, 2.2512671346888516e-5, 0.0003022521350437737, 7.483874681987755e-5, 7.20535662660635e-5, 3.399741669483584e-5]
loss: 0.0005948433511727769
pde_losses: [1.1685003301445759e-6, 2.2947312089146803e-6]
bcs_losses: [8.906833558752952e-5, 1.9527886724086638e-5, 0.0003047866143114445, 7.346147840994951e-5, 6.983675309900314e-5, 3.469905150170428e-5]
loss: 0.0005897094517309019
pde_losses: [1.3355516575039683e-6, 2.0017663325737897e-6]
bcs_losses: [8.905826234234342e-5, 1.7084191133313137e-5, 0.0003062716763469853, 7.05545713444515e-5, 6.865375105833367e-5, 3.4749681515397083e-5]
loss: 0.0005854099065342042
pde_losses: [1.3377029741129778e-6, 1.8125626334445139e-6]
bcs_losses: [9.064775309938116e-5, 1.5176332782240316e-5, 0.00030323572267036995, 6.940594289745467e-5, 6.83432740121671e-5, 3.545061546503346e-5]
loss: 0.0005821308486161468
pde_losses: [1.0328247469757776e-6, 1.142761178247484e-6]
bcs_losses: [9.1548260221286e-5, 1.3159862677275575e-5, 0.00030126925239109116, 6.824955081195055e-5, 7.001122064852382e-5, 3.571711594079651e-5]
loss: 0.0005797996396983981
pde_losses: [4.334070951035607e-7, 1.409875904573816e-6]
bcs_losses: [9.24088434166186e-5, 1.2017659828117539e-5, 0.00029864513940674553, 6.856939716304987e-5, 7.098819355817511e-5, 3.532712332601402e-5]
loss: 0.000577999494964952
pde_losses: [3.5175049197486715e-7, 1.233158155974521e-6]
bcs_losses: [9.221713320985855e-5, 1.188411543769643e-5, 0.0002978862115708957, 6.842049526010532e-5, 7.256577243320333e-5, 3.34408584052433e-5]
loss: 0.0005764986027724314
pde_losses: [2.1735699209322085e-7, 1.732686596329493e-6]
bcs_losses: [9.18310288336708e-5, 1.114036082668298e-5, 0.0002968736446551735, 6.833774207072536e-5, 7.40358296449671e-5, 3.232995315278898e-5]
loss: 0.0005738093134643926
pde_losses: [5.067916096351831e-7, 1.4314276196363575e-6]
bcs_losses: [9.148089841815688e-5, 9.386720281777415e-6, 0.0002948118442537415, 6.801063967912062e-5, 7.657052727687932e-5, 3.161046432544531e-5]
loss: 0.0005709229396796816
pde_losses: [3.13179623910156e-7, 1.7105687730336832e-6]
bcs_losses: [9.23394525557465e-5, 8.296683131888105e-6, 0.00029019157440115454, 6.807186151351904e-5, 7.953173709802238e-5, 3.0467882582407143e-5]
loss: 0.0005687339117939772
pde_losses: [5.775266282963455e-7, 1.523025749057245e-6]
bcs_losses: [9.210535178386395e-5, 7.715359584630905e-6, 0.000286553263136799, 6.832221551730063e-5, 8.162413930598425e-5, 3.0313030088044875e-5]
loss: 0.0005663240973104234
pde_losses: [9.981494531322398e-7, 7.048207528440388e-7]
bcs_losses: [9.193958015596936e-5, 6.5384077598541826e-6, 0.0002825524277964138, 6.834800259396555e-5, 8.596985825478067e-5, 2.9272850543463602e-5]
loss: 0.00056387335327229
pde_losses: [6.489068684258864e-7, 7.200489991756678e-7]
bcs_losses: [9.328529161990277e-5, 7.254300252982867e-6, 0.00028020687506028716, 6.88669421210543e-5, 8.498515659747215e-5, 2.7905831752989252e-5]
loss: 0.0005613785752257552
pde_losses: [2.0894144866776388e-7, 4.502485952144559e-7]
bcs_losses: [9.368690604399025e-5, 6.417845005350277e-6, 0.000278225139751842, 6.871570436766667e-5, 8.65087573729878e-5, 2.7165032640035926e-5]
loss: 0.0005594168345564998
pde_losses: [2.104505585656005e-7, 4.642995066728962e-7]
bcs_losses: [9.411281616221422e-5, 6.38812713412445e-6, 0.00027881908694151, 6.867891117052593e-5, 8.38448936179063e-5, 2.6898249464980373e-5]
loss: 0.000557732582453707
pde_losses: [2.9103674754191516e-7, 7.583641960097786e-7]
bcs_losses: [9.433017378425695e-5, 6.10505199842852e-6, 0.0002771787637795007, 6.854476352809966e-5, 8.442409981581087e-5, 2.6100328604058617e-5]
loss: 0.0005559011519539712
pde_losses: [3.990392026637875e-7, 1.1685212174196808e-6]
bcs_losses: [9.332292472141599e-5, 5.8769122359302396e-6, 0.0002758674359846846, 6.895427326489771e-5, 8.444020501870145e-5, 2.5871840308257795e-5]
loss: 0.0005535257331025316
pde_losses: [3.8944174961001414e-7, 1.3841169317158535e-6]
bcs_losses: [9.293721501065408e-5, 6.256449828004353e-6, 0.00027536061587388335, 6.884304595750999e-5, 8.301829461406684e-5, 2.5336553137087094e-5]
loss: 0.000551837331893622
pde_losses: [3.811434805430053e-7, 6.908252344430497e-7]
bcs_losses: [9.175985144715174e-5, 6.835849514306726e-6, 0.00027424562570949154, 6.952315728170532e-5, 8.319935048953384e-5, 2.520152873644662e-5]
loss: 0.000550882353685056
pde_losses: [1.9991469990419282e-7, 6.795365271521846e-7]
bcs_losses: [9.219139890818432e-5, 7.105032425379918e-6, 0.00027421008138404435, 6.982441322124013e-5, 8.13533280582408e-5, 2.5318648460910125e-5]
loss: 0.0005498154694249167
pde_losses: [4.099203855805349e-7, 5.894271855847211e-7]
bcs_losses: [9.187880859945556e-5, 6.371553480905921e-6, 0.0002730029137207032, 7.00071661487721e-5, 8.207828580457679e-5, 2.5477394099337847e-5]
loss: 0.0005478233205033629
pde_losses: [1.9149675262875794e-7, 5.70047722075368e-7]
bcs_losses: [8.986846881427804e-5, 5.938650106720187e-6, 0.00027252432804585606, 7.050730439673225e-5, 8.281441250619696e-5, 2.5408612158875302e-5]
loss: 0.0005459476555144077
pde_losses: [2.479865271000268e-7, 8.345650162675984e-7]
bcs_losses: [8.89101056635227e-5, 4.954813463319728e-6, 0.0002703079400284322, 7.079514805912495e-5, 8.408373616122371e-5, 2.5813360595416684e-5]
loss: 0.0005438826524806839
pde_losses: [4.3808875930385367e-7, 1.1826663152488253e-6]
bcs_losses: [8.883444825062615e-5, 4.793246397209732e-6, 0.0002681050619758262, 7.105792878474358e-5, 8.409057508885885e-5, 2.5380636908866797e-5]
loss: 0.0005407929224321092
pde_losses: [7.733164617303281e-7, 1.202305317501066e-6]
bcs_losses: [8.945209533916024e-5, 4.574564717318065e-6, 0.00026674669382987777, 7.102185143552321e-5, 8.162332624326844e-5, 2.5398769087730092e-5]
loss: 0.0005376004238007014
pde_losses: [1.3312996852194272e-6, 7.892277190558188e-7]
bcs_losses: [9.046923262915795e-5, 4.905980974971089e-6, 0.0002650738228465432, 7.210845954711023e-5, 7.831839526879968e-5, 2.460400512984403e-5]
loss: 0.0005332295121276649
pde_losses: [1.1990938016445994e-6, 3.8396134891847856e-7]
bcs_losses: [9.183225802867443e-5, 4.733728053740209e-6, 0.00026569872457248906, 7.354200386121936e-5, 7.309089651704235e-5, 2.2748845943936496e-5]
loss: 0.0005285624841081933
pde_losses: [7.71083380222938e-7, 1.4163683804554166e-6]
bcs_losses: [9.192670189989019e-5, 4.014775449140534e-6, 0.000261219049704474, 7.621065447403918e-5, 7.247507855322472e-5, 2.0528772266746283e-5]
loss: 0.0005264634741818688
pde_losses: [2.0762311375454975e-7, 1.1496393127530596e-6]
bcs_losses: [9.178170680437342e-5, 3.9437888856746715e-6, 0.0002603265826954629, 7.6821857752847e-5, 7.231540883986912e-5, 1.9916866777134155e-5]
loss: 0.0005251663245487983
pde_losses: [3.4080259946992677e-7, 1.1531759682838533e-6]
bcs_losses: [9.243517132966041e-5, 4.038876589289048e-6, 0.00025755202825868633, 7.835439876729538e-5, 7.209729163577716e-5, 1.9194579400336102e-5]
loss: 0.0005242613675236751
pde_losses: [1.3351409832767933e-7, 1.1571523225488752e-6]
bcs_losses: [9.291486630079266e-5, 4.041314115607015e-6, 0.00025441006744164894, 7.931341732342016e-5, 7.336393046460702e-5, 1.8927105456722744e-5]
loss: 0.0005236850847321235
pde_losses: [3.710792526179852e-8, 7.888983228152435e-7]
bcs_losses: [9.350976688572956e-5, 3.837122142396723e-6, 0.0002535413029498068, 8.020321420170294e-5, 7.308344853245834e-5, 1.8684223771952197e-5]
loss: 0.0005229401193911473
pde_losses: [1.0430926406565972e-7, 8.026737453712086e-7]
bcs_losses: [9.423860100381014e-5, 3.9865745795197355e-6, 0.0002506874303986564, 8.214933122787288e-5, 7.316510474971564e-5, 1.780609442213565e-5]
loss: 0.000522400369639614
pde_losses: [1.208215866531578e-7, 8.527086593711918e-7]
bcs_losses: [9.445099567703639e-5, 4.293801746178299e-6, 0.00024999776859501615, 8.236120194558456e-5, 7.294645398675204e-5, 1.7376617443022242e-5]
loss: 0.0005220941965493376
pde_losses: [7.63747884487859e-8, 7.756937297272919e-7]
bcs_losses: [9.454615650420938e-5, 4.444683740212737e-6, 0.0002489178907959463, 8.314203747940269e-5, 7.313261001937639e-5, 1.7058749492013938e-5]
loss: 0.0005218837247201679
pde_losses: [9.161597625030918e-8, 6.726515050999337e-7]
bcs_losses: [9.404015147789704e-5, 4.709629861190119e-6, 0.00024911225271723457, 8.291016993421937e-5, 7.347461056627889e-5, 1.6872642681997668e-5]
loss: 0.0005217002991472297
pde_losses: [7.969341921849e-8, 6.587572806958666e-7]
bcs_losses: [9.417821436303456e-5, 4.841738747325294e-6, 0.0002487124730917452, 8.296907215669797e-5, 7.358008313535129e-5, 1.668026695316102e-5]
loss: 0.0005214211431839444
pde_losses: [1.1244070324618932e-7, 7.681371392028933e-7]
bcs_losses: [9.382719306483584e-5, 4.7096026831818295e-6, 0.00024872586925676367, 8.259908428439553e-5, 7.39448767162627e-5, 1.6733939336055652e-5]
loss: 0.0005208879887970601
pde_losses: [7.928085079253664e-8, 8.335309220630662e-7]
bcs_losses: [9.384023856012703e-5, 4.763505181083659e-6, 0.0002490382588868118, 8.201548073931487e-5, 7.372226125921178e-5, 1.6595432397655485e-5]
loss: 0.000519728334664821
pde_losses: [2.460399126947872e-7, 1.3143424439475457e-6]
bcs_losses: [9.419938577449053e-5, 4.4623661945583885e-6, 0.0002472924881626237, 8.172447184921639e-5, 7.374047993323195e-5, 1.674876039405786e-5]
loss: 0.000515848277960469
pde_losses: [9.142123754428146e-7, 1.5129259199735024e-6]
bcs_losses: [9.579112830125468e-5, 4.395145899439159e-6, 0.00024301411066991965, 7.999765721933122e-5, 7.314694053007031e-5, 1.7076157045037745e-5]
loss: 0.0005040475324846097
pde_losses: [3.2332786275282027e-6, 4.3551157655046296e-6]
bcs_losses: [9.396702677295893e-5, 3.812418206819762e-6, 0.0002357092669360931, 7.65591876070706e-5, 7.039455066761631e-5, 1.6016687901018087e-5]
loss: 0.0004891496794967418
pde_losses: [2.8467289232983718e-6, 3.4755698780739418e-6]
bcs_losses: [9.357401037560413e-5, 3.124228427897703e-6, 0.00023204819647491392, 6.932032167670428e-5, 6.727269811406585e-5, 1.7487925626183666e-5]
loss: 0.00047769747648871336
pde_losses: [2.167589055205422e-6, 2.5041617822746586e-6]
bcs_losses: [9.492091796588705e-5, 3.5099835413614202e-6, 0.0002247028254548629, 6.783737668638625e-5, 6.412289028694435e-5, 1.7931731715791394e-5]
loss: 0.0004721900234255025
pde_losses: [1.3908551769024707e-6, 1.5439022110158688e-6]
bcs_losses: [9.46616693472454e-5, 4.798841557884827e-6, 0.0002236000034895375, 6.501746461657035e-5, 6.222667935226568e-5, 1.8950607674080366e-5]
loss: 0.0004689856049148026
pde_losses: [4.584698189564806e-7, 1.342216840278138e-6]
bcs_losses: [9.473702625907559e-5, 4.911720323249975e-6, 0.00022159744760029285, 6.394517921153332e-5, 6.277714512319708e-5, 1.9216399738219136e-5]
loss: 0.0004652788027337201
pde_losses: [9.695481181429104e-7, 1.3135193501192782e-6]
bcs_losses: [9.582442489842877e-5, 5.709902009721541e-6, 0.000217001575265076, 6.318967677043283e-5, 6.247280655275413e-5, 1.879734976904464e-5]
loss: 0.0004628208545378509
pde_losses: [1.1347685432327143e-6, 6.444192795654467e-7]
bcs_losses: [9.555052989437566e-5, 6.017085288915707e-6, 0.0002157444278094483, 6.180712928324389e-5, 6.360056972541526e-5, 1.8321924713653953e-5]
loss: 0.0004608467701224556
pde_losses: [6.261429984343844e-7, 8.922886251081827e-7]
bcs_losses: [9.698446688199742e-5, 6.533432099888024e-6, 0.00021304267801853323, 6.317853107241113e-5, 6.233113008552385e-5, 1.7258100340559354e-5]
loss: 0.00045944896802826003
pde_losses: [3.847962235780946e-7, 6.95854357287137e-7]
bcs_losses: [9.751758106022913e-5, 7.111868686538805e-6, 0.0002115472744990872, 6.28675956025456e-5, 6.236545291302161e-5, 1.695854468597243e-5]
loss: 0.0004578307327266225
pde_losses: [3.402476430155857e-7, 5.537855299707485e-7]
bcs_losses: [9.793817174608291e-5, 6.261632946177548e-6, 0.0002100297813051844, 6.335507013235373e-5, 6.355909602614639e-5, 1.5792947397691192e-5]
loss: 0.0004569690361541285
pde_losses: [4.878456366670959e-7, 5.619211078135369e-7]
bcs_losses: [9.855166191517122e-5, 5.98398266086587e-6, 0.00020814092963038124, 6.409852993552551e-5, 6.349259608548414e-5, 1.5651569182219887e-5]
loss: 0.0004562686142374546
pde_losses: [2.4477641505241045e-7, 4.876516488212166e-7]
bcs_losses: [9.901852776000176e-5, 5.6114282750037985e-6, 0.00020714723558180518, 6.469467485216452e-5, 6.38341086871062e-5, 1.5230211017499511e-5]
loss: 0.00045565263717366953
pde_losses: [2.8329123829580554e-7, 3.403318240109532e-7]
bcs_losses: [9.951039512133718e-5, 5.467615911725126e-6, 0.00020553999278688346, 6.547526127129904e-5, 6.433262001651155e-5, 1.470312900360641e-5]
loss: 0.00045500328763210747
pde_losses: [2.0814560488753103e-7, 4.820994388753632e-7]
bcs_losses: [9.979878591088201e-5, 5.2364977949178695e-6, 0.00020451771102477926, 6.589299161759458e-5, 6.392250517531727e-5, 1.494455106485357e-5]
loss: 0.00045452591976044077
pde_losses: [2.692243810388191e-7, 4.4927385396785955e-7]
bcs_losses: [0.00010059875198626867, 5.00936324369324e-6, 0.00020266115636809217, 6.637182497049558e-5, 6.412300104601781e-5, 1.5043323910866616e-5]
loss: 0.00045417058193496647
pde_losses: [1.05415180446509e-7, 5.064343214766797e-7]
bcs_losses: [0.00010043876952975009, 4.980904400723343e-6, 0.0002023862650328813, 6.657941565897892e-5, 6.407102837183939e-5, 1.510234943887024e-5]
loss: 0.0004536206467978597
pde_losses: [1.3153261266434328e-7, 5.426702400178824e-7]
bcs_losses: [0.00010094206440204866, 5.031268244165204e-6, 0.00020115403767879757, 6.615602883723728e-5, 6.40859938590374e-5, 1.557705092389131e-5]
loss: 0.00045324420988517814
pde_losses: [1.3719775534696343e-7, 5.571259172169126e-7]
bcs_losses: [0.00010157937615634175, 4.857902640123507e-6, 0.0001997690082467141, 6.614155453052321e-5, 6.42252551343649e-5, 1.5976789504546792e-5]
loss: 0.0004528243967150966
pde_losses: [2.3006069509884754e-7, 5.983107088394458e-7]
bcs_losses: [0.00010138325495755067, 4.9072736992484636e-6, 0.00019945032054599784, 6.5170942916126e-5, 6.492545083842614e-5, 1.6158782353809236e-5]
loss: 0.0004522977106773009
pde_losses: [2.8069187061291623e-7, 6.82034369145412e-7]
bcs_losses: [0.00010217215899970928, 4.516175552348176e-6, 0.00019785384494065033, 6.520528527395354e-5, 6.541835021287368e-5, 1.616916945800757e-5]
loss: 0.0004516396922090982
pde_losses: [3.5152189263300307e-7, 6.760963574539038e-7]
bcs_losses: [0.0001024472608463663, 4.370109456766931e-6, 0.00019742957665437616, 6.426551723475451e-5, 6.559512169862513e-5, 1.6504488068122264e-5]
loss: 0.0004506006925028631
pde_losses: [3.4142050941229386e-7, 6.775399539397719e-7]
bcs_losses: [0.00010280052248712167, 4.022754879183569e-6, 0.00019626145941548413, 6.292234958839952e-5, 6.683645261267247e-5, 1.6738193056649688e-5]
loss: 0.0004492843909753179
pde_losses: [1.2717791694342647e-6, 8.042398208650416e-7]
bcs_losses: [0.00010252524349553822, 3.653283192716712e-6, 0.0001963540886579029, 6.1626303981229e-5, 6.627084567231394e-5, 1.6778606985317797e-5]
loss: 0.00044849544348580817
pde_losses: [9.428261162519099e-7, 8.094479755840513e-7]
bcs_losses: [0.00010278486518254914, 3.5092280292602146e-6, 0.00019592713222472144, 6.123432979302683e-5, 6.6376985210027e-5, 1.691062895438759e-5]
loss: 0.00044711147860147744
pde_losses: [5.754798785094825e-7, 8.469721433696192e-7]
bcs_losses: [0.00010327266591683118, 3.2952370616097162e-6, 0.0001951182265109796, 6.035055096994568e-5, 6.664520059049678e-5, 1.7007145529735386e-5]
loss: 0.0004447404640565217
pde_losses: [4.158758934889368e-7, 8.20533088516041e-7]
bcs_losses: [0.00010368898701907673, 3.0206877996371632e-6, 0.0001942235025788106, 5.889035064224033e-5, 6.679242003264885e-5, 1.688810700210309e-5]
loss: 0.00043933539798860215
pde_losses: [1.3956083019025432e-6, 8.121067462102176e-7]
bcs_losses: [0.00010408062727546638, 2.9615274110112613e-6, 0.00019221273269481826, 5.6166673988164105e-5, 6.584957915217562e-5, 1.5856542418853714e-5]
loss: 0.00043497298245936993
pde_losses: [1.0771370273811275e-6, 2.0995553331924093e-6]
bcs_losses: [0.0001022934028962907, 3.1321564372620403e-6, 0.00019124697311921352, 5.5689708914246934e-5, 6.43058051615874e-5, 1.512824357019575e-5]
loss: 0.00042969366076272745
pde_losses: [1.7049558088342345e-6, 2.201923026867851e-6]
bcs_losses: [0.00010168927176721421, 2.1765786661943203e-6, 0.00018875963244694465, 5.3653247195444814e-5, 6.378625735218603e-5, 1.572179449904132e-5]
loss: 0.0004232679125756426
pde_losses: [2.7446961846536277e-6, 2.7166881847121418e-6]
bcs_losses: [0.00010177226406181397, 1.808611624753902e-6, 0.00018506424387723994, 5.2119886127745766e-5, 6.0703517348532596e-5, 1.633800516619065e-5]
loss: 0.00041647980547301693
pde_losses: [1.30295348452533e-6, 1.154194708216693e-6]
bcs_losses: [9.97242684215549e-5, 1.5785683104255411e-6, 0.00018572467262895567, 5.0283973967070006e-5, 5.984241540454911e-5, 1.686875854771973e-5]
loss: 0.0004113260841402657
pde_losses: [1.3509398463328596e-6, 1.3129570301954284e-6]
bcs_losses: [9.868535734908622e-5, 1.247967413813633e-6, 0.00018390416212190225, 4.928990116940367e-5, 5.7731405285098796e-5, 1.780339392443276e-5]
loss: 0.00040367460394854474
pde_losses: [1.3556057054657786e-6, 2.244575336250504e-6]
bcs_losses: [9.736818507705375e-5, 8.548957256434116e-7, 0.00018297658407643433, 4.801626680826684e-5, 5.1350124267914584e-5, 1.9508366951515574e-5]
loss: 0.0003996309180409285
pde_losses: [2.6718060723181307e-6, 1.469958709185207e-6]
bcs_losses: [9.622071518714958e-5, 9.239008602227653e-7, 0.00018260241697142212, 4.729358530054785e-5, 4.9389124854423415e-5, 1.9059410085659425e-5]
loss: 0.00039574701264586797
pde_losses: [1.4891563179841167e-6, 2.00948246090029e-6]
bcs_losses: [9.535492007168767e-5, 9.949263135506627e-7, 0.00018247187842943205, 4.6997220089312834e-5, 4.7349362306177406e-5, 1.908006665682295e-5]
loss: 0.0003924864449656371
pde_losses: [1.1102455434444694e-6, 1.3849756020863746e-6]
bcs_losses: [9.480539219379374e-5, 9.702047874616498e-7, 0.0001816890454374223, 4.6641471562843315e-5, 4.616483972699399e-5, 1.972027011159119e-5]
loss: 0.00038758156872185077
pde_losses: [1.2314377996368559e-6, 1.3283743726662188e-6]
bcs_losses: [9.384577877809126e-5, 1.0598016625942627e-6, 0.00018061151199866662, 4.564364781372153e-5, 4.308524587519493e-5, 2.0775770421279077e-5]
loss: 0.00038315339419770265
pde_losses: [1.6923511908599998e-6, 1.6863284318119984e-6]
bcs_losses: [9.256601445651238e-5, 1.0912572265910823e-6, 0.00017924230634084215, 4.528927540240896e-5, 4.035558668786596e-5, 2.1230274460810143e-5]
loss: 0.0003777235361117148
pde_losses: [1.0293377617994487e-6, 2.1644986789395487e-6]
bcs_losses: [9.313716538382637e-5, 1.2589960337470882e-6, 0.0001769650367521381, 4.5098644590720075e-5, 3.795512870929869e-5, 2.0114728201245446e-5]
loss: 0.0003727794639052349
pde_losses: [1.1488491707237407e-6, 1.622680495712641e-6]
bcs_losses: [9.282862818842184e-5, 1.368943048446109e-6, 0.0001753716642675721, 4.609073442857275e-5, 3.458248203102427e-5, 1.9765482274761442e-5]
loss: 0.0003688372515491833
pde_losses: [7.333231240028558e-7, 9.020034909612423e-7]
bcs_losses: [9.21764943066332e-5, 1.7559445119303947e-6, 0.00017482923717487147, 4.667801083845828e-5, 3.3037216555666204e-5, 1.8725021546659647e-5]
loss: 0.00036597363183480194
pde_losses: [1.107088601108208e-6, 5.297076768601925e-7]
bcs_losses: [9.24887840238723e-5, 2.002685926966919e-6, 0.0001731479116499123, 4.653545775669615e-5, 3.1860440748503046e-5, 1.8301555450882863e-5]
loss: 0.0003624257966808589
pde_losses: [1.011297821976353e-6, 7.562135204799616e-7]
bcs_losses: [9.246115709447292e-5, 2.2524995907080078e-6, 0.00017072823344531344, 4.686025288572021e-5, 3.095672365275445e-5, 1.739941866943356e-5]
loss: 0.00036014416603384044
pde_losses: [1.3814130394201908e-6, 9.551844329794651e-7]
bcs_losses: [9.24753776156849e-5, 2.721398823711685e-6, 0.00016894575407244684, 4.688183679980221e-5, 2.9877200232557747e-5, 1.690600101723743e-5]
loss: 0.00035779432436966403
pde_losses: [5.830842592021314e-7, 9.546169592840169e-7]
bcs_losses: [9.290834150503437e-5, 3.1674600505887966e-6, 0.0001675770024987402, 4.607255710280024e-5, 2.9850084703495046e-5, 1.6681177290519293e-5]
loss: 0.0003557251281330677
pde_losses: [5.491470930463102e-7, 7.737702967266554e-7]
bcs_losses: [9.329501077537872e-5, 3.704291882134502e-6, 0.00016466669242272403, 4.6884664397389434e-5, 2.960866074866135e-5, 1.624289051700667e-5]
loss: 0.00035370747366178024
pde_losses: [5.120520822163699e-7, 5.054120010461894e-7]
bcs_losses: [9.4602844278901e-5, 3.931492577086942e-6, 0.0001615779578146758, 4.705238290426599e-5, 2.9314150862137003e-5, 1.6211181141450944e-5]
loss: 0.0003517344679008922
pde_losses: [5.280696780444256e-7, 4.873876110956015e-7]
bcs_losses: [9.544987291946683e-5, 3.7857741404425557e-6, 0.00016068972598968047, 4.5353761252409854e-5, 2.8696680976003706e-5, 1.6743195333748815e-5]
loss: 0.0003496467053329302
pde_losses: [4.105318666329664e-7, 7.426076019813614e-7]
bcs_losses: [9.699626548339441e-5, 4.110786635042771e-6, 0.00015857214283035204, 4.3826932074828164e-5, 2.833003437902562e-5, 1.6657404461672857e-5]
loss: 0.00034794997927762477
pde_losses: [2.493386704816538e-7, 5.73997000897291e-7]
bcs_losses: [9.774427555390321e-5, 3.938297799566594e-6, 0.00015759943994353892, 4.2856276801234925e-5, 2.8264039101277337e-5, 1.672431440672482e-5]
loss: 0.00034711926333624583
pde_losses: [2.7458535506217726e-7, 5.418728300952773e-7]
bcs_losses: [9.81763486324336e-5, 4.0387911419413265e-6, 0.000156787380178597, 4.2397492887265786e-5, 2.821741919047124e-5, 1.6685373120379486e-5]
loss: 0.0003467515567894887
pde_losses: [2.7240177258161316e-7, 5.709542002856345e-7]
bcs_losses: [9.81155752850819e-5, 3.874997803407112e-6, 0.00015693252955462745, 4.207136378369984e-5, 2.8209041487015185e-5, 1.6704692902789973e-5]
loss: 0.00034628113563443466
pde_losses: [2.8646657956892315e-7, 4.978130583315983e-7]
bcs_losses: [9.818292993049238e-5, 3.895624764403661e-6, 0.00015641674951875586, 4.154656963142999e-5, 2.85187289209924e-5, 1.693625323045984e-5]
loss: 0.0003457804496332086
pde_losses: [2.2543655576216401e-7, 3.90913733507259e-7]
bcs_losses: [9.805136545401078e-5, 4.118065719504583e-6, 0.00015599668751247576, 4.1226785386877896e-5, 2.8707886421278882e-5, 1.7063308849791278e-5]
loss: 0.0003444343743273668
pde_losses: [3.95372047829211e-7, 3.9934953091267305e-7]
bcs_losses: [9.740103691502792e-5, 3.560324248628001e-6, 0.00015524841326211878, 4.086202063216813e-5, 2.9058760955390637e-5, 1.7509096735291464e-5]
loss: 0.000343014810240333
pde_losses: [6.68765606543705e-7, 4.5135479390367144e-7]
bcs_losses: [9.698846385117791e-5, 3.2310141854085894e-6, 0.00015426078280366632, 4.0572004355378976e-5, 2.8834012860456364e-5, 1.8008411783797437e-5]
loss: 0.0003410213449772471
pde_losses: [4.5623244821360084e-7, 3.633010220397951e-7]
bcs_losses: [9.579042935853026e-5, 2.8094028749786494e-6, 0.00015379311166566196, 4.043518594537458e-5, 2.8675839389537507e-5, 1.8697842272910804e-5]
loss: 0.0003397656624042763
pde_losses: [5.836662748355565e-7, 2.5530462832062703e-7]
bcs_losses: [9.591685392892937e-5, 2.594230434574486e-6, 0.00015238587852913204, 3.999945031461611e-5, 2.8981736759332256e-5, 1.9048541534535884e-5]
loss: 0.00033749239655965924
pde_losses: [8.955877876868006e-7, 8.987993357862385e-7]
bcs_losses: [9.545441923075365e-5, 2.3287849567630413e-6, 0.00015007592405232451, 3.932002895286442e-5, 2.8955266711968513e-5, 1.9563585531512045e-5]
loss: 0.0003358855783680677
pde_losses: [9.668391210748507e-7, 6.185465713907736e-7]
bcs_losses: [9.475220849658808e-5, 1.9828452946817057e-6, 0.00014901475063420079, 3.910654724482707e-5, 2.8950706107660456e-5, 2.0493134897644062e-5]
loss: 0.00033384362470045224
pde_losses: [6.610232414667778e-7, 7.316394562448737e-7]
bcs_losses: [9.393679455163903e-5, 1.908034184704309e-6, 0.00014785505093838146, 3.8869165327303744e-5, 2.9011772008324473e-5, 2.087014499238752e-5]
loss: 0.00033221863914948617
pde_losses: [4.079163526206461e-7, 8.572362912480881e-7]
bcs_losses: [9.33502766742122e-5, 1.901429792637573e-6, 0.00014654391080927675, 3.849920829786514e-5, 2.9350488815754308e-5, 2.1308172115871434e-5]
loss: 0.00033031263658939684
pde_losses: [4.1933209103389445e-7, 1.0323885197884704e-6]
bcs_losses: [9.205423474201598e-5, 1.8272931624202592e-6, 0.00014518137539905763, 3.8039287837236325e-5, 2.9473170894049624e-5, 2.228555394379466e-5]
loss: 0.0003288186097236855
pde_losses: [9.261134905203004e-7, 1.0352249374656475e-6]
bcs_losses: [9.127955038759621e-5, 1.7562126838429517e-6, 0.00014370557530670174, 3.770086747442233e-5, 2.9781170868869135e-5, 2.2633894574267187e-5]
loss: 0.00032667140204600044
pde_losses: [7.062231298949559e-7, 8.271704488922592e-7]
bcs_losses: [8.968013715619418e-5, 1.4823850169448145e-6, 0.00014345027183973872, 3.7711540157424396e-5, 2.970671596346808e-5, 2.310695833344303e-5]
loss: 0.0003251911713034368
pde_losses: [8.715220869002876e-7, 5.11968770195901e-7]
bcs_losses: [8.8990381811705e-5, 1.3000642731306374e-6, 0.00014245249437667973, 3.742709408281678e-5, 2.9831696300485636e-5, 2.380594960152278e-5]
loss: 0.00032305912659940023
pde_losses: [4.581100698552484e-7, 5.86563348786839e-7]
bcs_losses: [8.824661556119618e-5, 1.144718977129529e-6, 0.0001412153721109653, 3.73062652463037e-5, 2.994151818335771e-5, 2.4159963101805708e-5]
loss: 0.0003219984238736639
pde_losses: [4.3033797564774117e-7, 5.700254088786954e-7]
bcs_losses: [8.749302827111212e-5, 1.1002210871099629e-6, 0.0001404330450248377, 3.740405953354485e-5, 2.998001364005782e-5, 2.4587692932475034e-5]
loss: 0.0003195184559816797
pde_losses: [7.473396717466285e-7, 3.96649538127113e-7]
bcs_losses: [8.5758639916157e-5, 9.798637373308096e-7, 0.0001388693348329355, 3.755420533804516e-5, 3.01825155733051e-5, 2.5029907374032377e-5]
loss: 0.00031793021194104676
pde_losses: [2.9636283117692685e-7, 7.990423160718171e-7]
bcs_losses: [8.48312466923505e-5, 1.1998856118153814e-6, 0.0001382776195601071, 3.7628435664797e-5, 3.0665560470174386e-5, 2.423205879455368e-5]
loss: 0.0003163574195646993
pde_losses: [3.903322664334633e-7, 4.0317870863879293e-7]
bcs_losses: [8.39038440328119e-5, 1.2834338461072153e-6, 0.0001373963890490434, 3.740713613455934e-5, 3.1411420131128144e-5, 2.416168539597703e-5]
loss: 0.0003153774199862072
pde_losses: [3.242935952696608e-7, 2.861142026885839e-7]
bcs_losses: [8.3585132552053e-5, 1.2459616116733205e-6, 0.0001370523706913084, 3.700750417887823e-5, 3.1799825716673494e-5, 2.407621743766256e-5]
loss: 0.0003147068911094849
pde_losses: [3.200504200811062e-7, 2.691362491087447e-7]
bcs_losses: [8.292802757890967e-5, 1.3441005800525427e-6, 0.0001366002163213237, 3.69124467545262e-5, 3.2168096816511535e-5, 2.4164816388971407e-5]
loss: 0.0003140070971443315
pde_losses: [1.4910863440767565e-7, 2.2035834460636836e-7]
bcs_losses: [8.245252428464906e-5, 1.4087228158111044e-6, 0.00013629280548731936, 3.675022276414996e-5, 3.251776073703557e-5, 2.4215594076352417e-5]
loss: 0.00031336489252049447
pde_losses: [2.2214432251668992e-7, 1.3441688608272813e-7]
bcs_losses: [8.206110672876166e-5, 1.4315772647382818e-6, 0.0001357133558783189, 3.6565454041564905e-5, 3.294622237737647e-5, 2.429061502113489e-5]
loss: 0.00031292690282898935
pde_losses: [1.0257221687647116e-7, 1.7311118728028014e-7]
bcs_losses: [8.195630069854301e-5, 1.536509586105768e-6, 0.00013579689781557824, 3.629445248607905e-5, 3.278767020171248e-5, 2.427938863681403e-5]
loss: 0.0003125672696646003
pde_losses: [1.1001389682583113e-7, 2.1690652333719242e-7]
bcs_losses: [8.141232642066299e-5, 1.6283961375754602e-6, 0.00013558649483137028, 3.605778869319829e-5, 3.312725984379075e-5, 2.442808331783948e-5]
loss: 0.0003122913414558758
pde_losses: [1.290808913688508e-7, 2.1595965899511092e-7]
bcs_losses: [8.13724641434677e-5, 1.6479941011584145e-6, 0.00013549129231852283, 3.5900395601712045e-5, 3.3365852399474975e-5, 2.4168302341175854e-5]
loss: 0.00031178499726497954
pde_losses: [1.896565500583171e-7, 2.299766767674113e-7]
bcs_losses: [8.094589501241073e-5, 1.8506931128656077e-6, 0.0001351703100302026, 3.577312250029538e-5, 3.36993014669006e-5, 2.3926041915478915e-5]
loss: 0.0003113422282511069
pde_losses: [1.579564539417809e-7, 2.753968150306967e-7]
bcs_losses: [8.037431192473937e-5, 1.908071148322244e-6, 0.00013495159156326795, 3.5693348429368594e-5, 3.4157486138573636e-5, 2.382406577786261e-5]
loss: 0.0003109468615642095
pde_losses: [1.2827712477175197e-7, 2.365099116378747e-7]
bcs_losses: [8.026959959981747e-5, 1.715512939233494e-6, 0.00013487064732688934, 3.5671906300389104e-5, 3.415212639384956e-5, 2.3902281967620906e-5]
loss: 0.0003105544249418144
pde_losses: [6.957119586824582e-8, 2.5532916444373423e-7]
bcs_losses: [8.000466397908428e-5, 1.5776619602638548e-6, 0.00013474845878220723, 3.5594042759051134e-5, 3.444457692203842e-5, 2.3860120178857536e-5]
loss: 0.00030994328885895
pde_losses: [2.581079152691302e-7, 1.3008117583450788e-7]
bcs_losses: [7.938905935047702e-5, 1.4050804431289347e-6, 0.00013425158768944805, 3.535522325685204e-5, 3.4814855882935456e-5, 2.4339293145004875e-5]
loss: 0.00030917161723498996
pde_losses: [2.2400282810808422e-7, 2.3670570680604838e-7]
bcs_losses: [7.914897766375919e-5, 1.2920500792535281e-6, 0.00013345161138253106, 3.483876962768282e-5, 3.503796393973944e-5, 2.4941536007109795e-5]
loss: 0.000308334460230443
pde_losses: [1.8507289584819295e-7, 2.154180943386105e-7]
bcs_losses: [7.850497956521247e-5, 1.394317092575216e-6, 0.0001328743903581145, 3.429885431126688e-5, 3.5627191771219296e-5, 2.5234236141867886e-5]
loss: 0.0003077581095698682
pde_losses: [2.405255931340023e-7, 1.4617810686895703e-7]
bcs_losses: [7.857577047878204e-5, 1.5679072107064932e-6, 0.00013244784637011763, 3.3951668421216516e-5, 3.5749647945669815e-5, 2.5078565443372788e-5]
loss: 0.00030732452732545255
pde_losses: [9.41065344946081e-8, 2.0050006048669468e-7]
bcs_losses: [7.833675490655285e-5, 1.7145097170779078e-6, 0.00013188507167106363, 3.3587174782111224e-5, 3.6397271816299534e-5, 2.5109137837366117e-5]
loss: 0.0003069246152812167
pde_losses: [1.4730004065322174e-7, 2.8171788253280755e-7]
bcs_losses: [7.81277172709005e-5, 1.8363688745887727e-6, 0.00013118934605413948, 3.331464274907665e-5, 3.679631258453306e-5, 2.5231209824792228e-5]
loss: 0.0003065904964516417
pde_losses: [1.378175083708103e-7, 2.6788176239006346e-7]
bcs_losses: [7.79475735871766e-5, 1.974029776457023e-6, 0.00013021593443973532, 3.299202674489822e-5, 3.7647535909026805e-5, 2.5407696723586887e-5]
loss: 0.0003062347867039879
pde_losses: [5.7093121174597574e-8, 4.628669736765166e-7]
bcs_losses: [7.761871806050621e-5, 2.0624858105461606e-6, 0.0001297492936488305, 3.302074795652796e-5, 3.788141675517457e-5, 2.538216437755134e-5]
loss: 0.00030576019394993063
pde_losses: [1.73518750357023e-7, 6.080914166038687e-7]
bcs_losses: [7.735806331557116e-5, 1.9849349006203295e-6, 0.00012896831591680864, 3.291475548917683e-5, 3.8388440395575855e-5, 2.5364073765216896e-5]
loss: 0.0003050703162938099
pde_losses: [2.162574010046079e-7, 5.779115909423066e-7]
bcs_losses: [7.674432201957474e-5, 1.9186497040238233e-6, 0.00012798327932717063, 3.2650429101979915e-5, 3.9343475723072574e-5, 2.563599142604121e-5]
loss: 0.0003043321269569786
pde_losses: [1.9816103872381258e-7, 5.758356003372179e-7]
bcs_losses: [7.661349434187236e-5, 1.8400929602136908e-6, 0.00012732600025780295, 3.269369000823427e-5, 3.958758315882049e-5, 2.5497269590973823e-5]
loss: 0.00030333945121151196
pde_losses: [2.1110617390090128e-7, 3.146033202107064e-7]
bcs_losses: [7.585267228929092e-5, 1.8915124723912777e-6, 0.00012618559042956539, 3.255245717030903e-5, 4.0750275223632826e-5, 2.5581234132210904e-5]
loss: 0.00030238370010598066
pde_losses: [2.669632049717315e-7, 1.9716739227082928e-7]
bcs_losses: [7.542086897756413e-5, 1.9401932479857264e-6, 0.00012572070028888158, 3.262322332299321e-5, 4.1090785648384336e-5, 2.5123798022929124e-5]
loss: 0.0003017937717367426
pde_losses: [3.726328989218163e-7, 1.3726663876394425e-7]
bcs_losses: [7.505229286253721e-5, 2.129099635335565e-6, 0.00012487038782914666, 3.247052168444661e-5, 4.184703456105996e-5, 2.4914535626530853e-5]
loss: 0.00030112267515588424
pde_losses: [3.2694379106021777e-7, 2.5373912377527416e-7]
bcs_losses: [7.478381632650556e-5, 2.2543180779657954e-6, 0.0001247554746272986, 3.2485739540876534e-5, 4.153546397807234e-5, 2.4727179690329872e-5]
loss: 0.0003002953352808594
pde_losses: [2.3822367630858373e-7, 2.8810765039002395e-7]
bcs_losses: [7.403716101598876e-5, 2.1703243590440357e-6, 0.00012401400699601676, 3.2248787644194624e-5, 4.25854329278917e-5, 2.4713291011024965e-5]
loss: 0.0002990373245690256
pde_losses: [3.998681814309069e-7, 3.1486280123416125e-7]
bcs_losses: [7.330737993163328e-5, 1.7817235011533922e-6, 0.00012348151835052775, 3.1970756737019477e-5, 4.3192447654502906e-5, 2.458876741152376e-5]
loss: 0.00029802303541434384
pde_losses: [3.95092162335751e-7, 1.0349383092656086e-7]
bcs_losses: [7.265402725571048e-5, 1.744982813876366e-6, 0.00012306793708440026, 3.205673823732876e-5, 4.384419972207889e-5, 2.4156564307686815e-5]
loss: 0.00029734322920445185
pde_losses: [3.946302998078501e-7, 3.1712154511099437e-7]
bcs_losses: [7.247020443861192e-5, 1.8386550962282923e-6, 0.00012319079434854253, 3.235399650347705e-5, 4.318067973004771e-5, 2.359714724262546e-5]
loss: 0.00029656991003031006
pde_losses: [4.4287051135711147e-7, 2.725501632356464e-7]
bcs_losses: [7.187149515537962e-5, 1.9370615042368535e-6, 0.00012265475067272573, 3.2372223955459064e-5, 4.366480542687522e-5, 2.3354152641040826e-5]
loss: 0.0002953674863240078
pde_losses: [5.279695031384407e-7, 3.3838529451167003e-7]
bcs_losses: [7.130680946252892e-5, 2.0551136746563953e-6, 0.00012216190721889644, 3.2343484314515384e-5, 4.3549686611825534e-5, 2.308413024393502e-5]
loss: 0.0002940279738712948
pde_losses: [3.8373845240338665e-7, 3.614028334567051e-7]
bcs_losses: [7.027960080034011e-5, 2.388116909141676e-6, 0.00012194325415079598, 3.294299236118387e-5, 4.3180906880647255e-5, 2.2547961483325804e-5]
loss: 0.00029272820756789307
pde_losses: [3.0596014006912366e-7, 3.7156895501897275e-7]
bcs_losses: [6.981373370259449e-5, 2.526507618895552e-6, 0.00012209067610266655, 3.314990868807109e-5, 4.2253446544498945e-5, 2.2216405816078352e-5]
loss: 0.00029112086347781786
pde_losses: [2.781078228035634e-7, 6.859464681809217e-7]
bcs_losses: [6.892940693156599e-5, 2.5122066052895705e-6, 0.00012197067947394017, 3.361843585406247e-5, 4.140852733720422e-5, 2.1717552984770963e-5]
loss: 0.00028921105464121613
pde_losses: [8.577139194488541e-7, 3.1461823519404566e-7]
bcs_losses: [6.765159469857572e-5, 2.28586496373508e-6, 0.00012194717143782984, 3.377248937414461e-5, 4.0903028269470306e-5, 2.147857374281766e-5]
loss: 0.00028705824396542233
pde_losses: [6.608591094242283e-7, 4.945521203651848e-7]
bcs_losses: [6.686011222373963e-5, 2.0283033218547094e-6, 0.00012223763317562546, 3.3385545182555465e-5, 3.974676082794726e-5, 2.1644478003910405e-5]
loss: 0.0002851488608195163
pde_losses: [1.0602145602386326e-6, 2.124934159527121e-7]
bcs_losses: [6.638987984550814e-5, 1.8711762477072356e-6, 0.00012233392829719565, 3.358510871348251e-5, 3.843178286943226e-5, 2.126427686999913e-5]
loss: 0.0002838358083398813
pde_losses: [7.72222191445944e-7, 2.1138768365513861e-7]
bcs_losses: [6.617989665428563e-5, 1.7525867537036416e-6, 0.0001229636669694732, 3.411899654042533e-5, 3.6787937417844275e-5, 2.104911412904816e-5]
loss: 0.00028284300166326747
pde_losses: [3.7044960790740103e-7, 2.040334897582827e-7]
bcs_losses: [6.656970483441698e-5, 1.7516563724592994e-6, 0.000123284753597401, 3.387101022768857e-5, 3.5837546551240466e-5, 2.095384698239546e-5]
loss: 0.0002819661953744474
pde_losses: [4.226842492114359e-7, 2.431310999220821e-7]
bcs_losses: [6.656676949678443e-5, 1.8927359905954932e-6, 0.00012364663659503113, 3.423381403113803e-5, 3.45118669092685e-5, 2.0448557002496272e-5]
loss: 0.0002810953639810015
pde_losses: [2.915501606453433e-7, 2.2097921439532885e-7]
bcs_losses: [6.655462542413666e-5, 1.7674521747135547e-6, 0.00012388247648758305, 3.4794649872971456e-5, 3.360329595192175e-5, 1.9980334694634338e-5]
loss: 0.0002804212327061586
pde_losses: [2.4272487093729477e-7, 1.3971456506032387e-7]
bcs_losses: [6.664335144141714e-5, 1.7598888036172977e-6, 0.00012420726953825284, 3.5134248263239854e-5, 3.277899083100411e-5, 1.9515044392629714e-5]
loss: 0.0002800131489226743
pde_losses: [1.99886420315536e-7, 1.049869741328498e-7]
bcs_losses: [6.668567000635544e-5, 1.7771784833790075e-6, 0.0001241426763786195, 3.5094502076370774e-5, 3.263324728862161e-5, 1.937500129487957e-5]
loss: 0.0002795745816186956
pde_losses: [2.0488410375898684e-7, 1.3967925235078594e-7]
bcs_losses: [6.685138853827588e-5, 1.6240074826702426e-6, 0.00012417831490511312, 3.543702573889604e-5, 3.2067010650236826e-5, 1.907227094739373e-5]
loss: 0.00027895472782475667
pde_losses: [1.999947162458077e-7, 1.5695288423050452e-7]
bcs_losses: [6.678628586942864e-5, 1.5496443998931642e-6, 0.00012423965688280306, 3.5648228348796396e-5, 3.163269668749534e-5, 1.8741268035863767e-5]
loss: 0.0002780971591118033
pde_losses: [1.5813886376620098e-7, 1.684019129119602e-7]
bcs_losses: [6.674257560758135e-5, 1.4318114044259164e-6, 0.00012447932205202704, 3.5409363713822534e-5, 3.0959174767885574e-5, 1.87483707893828e-5]
loss: 0.0002769696508033633
pde_losses: [2.0774488201612542e-7, 2.793184284192038e-7]
bcs_losses: [6.664130448598436e-5, 1.5261099229315707e-6, 0.0001245817615253114, 3.424030060850002e-5, 3.055948259637135e-5, 1.893362835382931e-5]
loss: 0.0002760269132244263
pde_losses: [1.4531185775168569e-7, 3.453785556317363e-7]
bcs_losses: [6.66015597555239e-5, 1.5176509630604866e-6, 0.00012522562138585094, 3.365799147558228e-5, 2.9661350150308717e-5, 1.8872049080716557e-5]
loss: 0.000274696534720503
pde_losses: [6.773914457577432e-7, 2.536519248897706e-7]
bcs_losses: [6.603583139032726e-5, 1.3855154090855764e-6, 0.0001257579379880707, 3.234593397897255e-5, 2.9134767324474857e-5, 1.9105505258924534e-5]
loss: 0.0002734296580355886
pde_losses: [3.2196935970096574e-7, 1.8964798246740926e-7]
bcs_losses: [6.616406834163347e-5, 1.335828922939427e-6, 0.000126436298703616, 3.153224450880069e-5, 2.8253741635446125e-5, 1.9195858580984495e-5]
loss: 0.0002718982146878233
pde_losses: [6.774009451529879e-7, 2.484844587699562e-7]
bcs_losses: [6.563467109990825e-5, 1.485162509208188e-6, 0.00012745037526497728, 3.034016415993008e-5, 2.681767000993516e-5, 1.924428623994139e-5]
loss: 0.000270757554782785
pde_losses: [4.5086913457958165e-7, 2.646984110803853e-7]
bcs_losses: [6.510765080946276e-5, 1.5907013558659002e-6, 0.00012768202700820717, 2.9696600590694665e-5, 2.6585039505842757e-5, 1.9379967967051787e-5]
loss: 0.00026962787145134065
pde_losses: [2.818909698586208e-7, 3.0386513271964576e-7]
bcs_losses: [6.424302832320542e-5, 1.6812981801415846e-6, 0.00012852147693874204, 2.916237602677227e-5, 2.575178087390955e-5, 1.9682155005991487e-5]
loss: 0.00026874171538568203
pde_losses: [2.017499271694782e-7, 1.8398220311477954e-7]
bcs_losses: [6.319109043869481e-5, 2.1302634961148758e-6, 0.00012907274026023298, 2.8762496069048625e-5, 2.5495350814917747e-5, 1.9704042176388812e-5]
loss: 0.0002679038951555813
pde_losses: [1.1503225125485275e-7, 1.6398690384229543e-7]
bcs_losses: [6.213251485197443e-5, 2.0949793149341304e-6, 0.0001293457754582476, 2.882205116904644e-5, 2.5651891703734833e-5, 1.9577663502546663e-5]
loss: 0.0002675064420060422
pde_losses: [1.2271280398969457e-7, 7.70694040730322e-8]
bcs_losses: [6.180815612136212e-5, 2.1061026425373104e-6, 0.0001299172602507154, 2.850638795304317e-5, 2.5377320558733083e-5, 1.959143227158831e-5]
loss: 0.00026706081811802814
pde_losses: [2.5198388288051146e-7, 2.2101452291467767e-7]
bcs_losses: [6.141729763172798e-5, 1.9803774385106916e-6, 0.00012976135154496465, 2.849277589617109e-5, 2.5433824533093764e-5, 1.95021926677648e-5]
loss: 0.0002664589877438198
pde_losses: [2.3006330760841356e-7, 1.8134119288769423e-7]
bcs_losses: [6.105355130011335e-5, 1.8069260646034438e-6, 0.00013034302024884933, 2.8404003637851015e-5, 2.5042100339519566e-5, 1.939798165238695e-5]
loss: 0.000265695368567224
pde_losses: [1.1243044073406294e-7, 1.3236767810474897e-7]
bcs_losses: [6.0785523924365164e-5, 1.499652032718713e-6, 0.00013074403415300325, 2.832421812278639e-5, 2.4864491939278285e-5, 1.9232650276233368e-5]
loss: 0.00026520454921307644
pde_losses: [9.138184853769466e-8, 1.3122306996181647e-7]
bcs_losses: [6.0621613087933815e-5, 1.574039174971857e-6, 0.00013096845521896392, 2.801877868389496e-5, 2.464307846206775e-5, 1.915597966674463e-5]
loss: 0.00026505161089229897
pde_losses: [9.93906053551874e-8, 8.169125757107393e-8]
bcs_losses: [6.043040274896868e-5, 1.605193862257176e-6, 0.0001310357634218882, 2.7906163403498882e-5, 2.4564048336249165e-5, 1.93289572565106e-5]
loss: 0.00026490157728564567
pde_losses: [8.236891539498448e-8, 8.483763490934812e-8]
bcs_losses: [6.03585460327337e-5, 1.5948466755496257e-6, 0.00013132116111380199, 2.7870304941319814e-5, 2.430641072644485e-5, 1.9283101245491352e-5]
loss: 0.00026460417450456405
pde_losses: [1.0078381574078456e-7, 6.859896328734353e-8]
bcs_losses: [6.0245114493400644e-5, 1.5617952694205266e-6, 0.00013183301365566106, 2.7686124628348764e-5, 2.374353703498438e-5, 1.9365206643720542e-5]
loss: 0.00026405291213816553
pde_losses: [1.6236951245977064e-7, 1.6071661596218372e-7]
bcs_losses: [6.002761435124369e-5, 1.6575948246739518e-6, 0.00013246708898140974, 2.7476521730362098e-5, 2.283872150335931e-5, 1.9262284618694806e-5]
loss: 0.00026353273231821347
pde_losses: [1.007792075394766e-7, 9.417574104790564e-8]
bcs_losses: [5.9782689483414994e-5, 1.6191208879991543e-6, 0.00013348834675076777, 2.725797603633853e-5, 2.187190890453987e-5, 1.9317735306565756e-5]
loss: 0.00026324464335688127
pde_losses: [2.4263483929563814e-7, 1.0191268272790218e-7]
bcs_losses: [5.9897362405782e-5, 1.408677987507516e-6, 0.0001333269948679026, 2.736087259226687e-5, 2.1693694063987148e-5, 1.9212493917411567e-5]
loss: 0.00026297412427979297
pde_losses: [8.150978841102039e-8, 1.1734291795913879e-7]
bcs_losses: [5.9721145886545445e-5, 1.2308430062452881e-6, 0.00013397999018257756, 2.731687132923631e-5, 2.1273269277274325e-5, 1.9253151891543837e-5]
loss: 0.00026260552354332
pde_losses: [1.493375517638011e-7, 1.2566141688448414e-7]
bcs_losses: [5.962326810947457e-5, 1.1097452656234848e-6, 0.00013407487204219226, 2.7338400286615376e-5, 2.1062562109701734e-5, 1.9121676761064285e-5]
loss: 0.0002623331590605521
pde_losses: [1.957702461936047e-7, 1.1739086889953448e-7]
bcs_losses: [5.9287600674447075e-5, 9.743016257310568e-7, 0.00013401086566737665, 2.734325756520671e-5, 2.1318902959417488e-5, 1.9085069453279944e-5]
loss: 0.00026212943011488473
pde_losses: [1.0075494900759249e-7, 9.98381957786889e-8]
bcs_losses: [5.93420023727053e-5, 8.866515605596988e-7, 0.00013403777977999873, 2.735606472112094e-5, 2.126297156883784e-5, 1.904336696687595e-5]
loss: 0.00026193475165687895
pde_losses: [1.038020273181893e-7, 9.162154741336884e-8]
bcs_losses: [5.899816061046719e-5, 8.632924459173105e-7, 0.00013413092272943674, 2.7416099547727263e-5, 2.1356208578276924e-5, 1.8974644170321954e-5]
loss: 0.00026167691808790764
pde_losses: [1.6853458565835598e-7, 9.832055806189199e-8]
bcs_losses: [5.883799344135748e-5, 7.902895032268595e-7, 0.00013393487221537547, 2.7546599263030756e-5, 2.15088944536372e-5, 1.8791414067559635e-5]
loss: 0.00026112340188973215
pde_losses: [2.7635522839265347e-7, 1.0378875502619661e-7]
bcs_losses: [5.9121984112168166e-5, 7.65135694254948e-7, 0.000132933413384871, 2.773799983208242e-5, 2.1761554711669526e-5, 1.8423170171267248e-5]
loss: 0.00025924797615421556
pde_losses: [2.8195504634501393e-7, 3.873068837199362e-7]
bcs_losses: [5.9118372402547234e-5, 9.138780000561522e-7, 0.00013145415926243723, 2.7889643111965303e-5, 2.1569978957047712e-5, 1.7632682490096965e-5]
loss: 0.00025709228812491005
pde_losses: [3.9882075851169177e-7, 2.2368268175525945e-7]
bcs_losses: [5.8409775877739134e-5, 8.808718339796474e-7, 0.00013131118999422413, 2.7590645330844574e-5, 2.088007249389205e-5, 1.739722915396358e-5]
loss: 0.00025598653894084544
pde_losses: [3.113711444303504e-7, 1.305297536231729e-7]
bcs_losses: [5.815091754522291e-5, 8.287839520338804e-7, 0.00013089990101577864, 2.720325174211999e-5, 2.1328203131662325e-5, 1.713358065597418e-5]
loss: 0.00025548751251454273
pde_losses: [1.529286432730982e-7, 1.37586557456554e-7]
bcs_losses: [5.7564470610537085e-5, 7.989196886683889e-7, 0.0001316851617006024, 2.7097703336562898e-5, 2.0828844611727947e-5, 1.7221897365714407e-5]
loss: 0.00025516653028909657
pde_losses: [2.569169944220734e-7, 1.7480432539173135e-7]
bcs_losses: [5.748918932600957e-5, 8.261568153251249e-7, 0.00013155737950419058, 2.7117729716379937e-5, 2.078891255966402e-5, 1.695544104771355e-5]
loss: 0.00025483021400570936
pde_losses: [4.697994138188276e-8, 5.689542482791365e-8]
bcs_losses: [5.754326211730272e-5, 8.241173039081771e-7, 0.0001317621276812009, 2.705588290561992e-5, 2.0653941633471616e-5, 1.688700699799623e-5]
loss: 0.0002546669094565875
pde_losses: [4.904731768057391e-8, 4.3237652284627146e-8]
bcs_losses: [5.767355040799158e-5, 8.512025540501912e-7, 0.00013185616467442684, 2.7111493465705644e-5, 2.0363768447907904e-5, 1.671844493654012e-5]
loss: 0.00025453940287544283
pde_losses: [5.202246077926953e-8, 6.382495836168645e-8]
bcs_losses: [5.765520647425484e-5, 8.750008758337508e-7, 0.00013182425701243586, 2.715728264705969e-5, 2.0363510199500792e-5, 1.6548298247216933e-5]
loss: 0.0002543472951133349
pde_losses: [4.094940645595865e-8, 6.963061029542475e-8]
bcs_losses: [5.7564703958154505e-5, 8.882855850964252e-7, 0.00013197148418042553, 2.7205460905858504e-5, 2.025559787361537e-5, 1.6351182593433198e-5]
loss: 0.00025410346509719615
pde_losses: [3.4536784432450756e-8, 3.123660297353993e-8]
bcs_losses: [5.7554693163202684e-5, 9.338504341297707e-7, 0.0001318679345676366, 2.7342510066242722e-5, 2.0279976271236196e-5, 1.605872720734218e-5]
loss: 0.00025398301003104603
pde_losses: [2.1677035135139508e-8, 3.172142898865461e-8]
bcs_losses: [5.7489353525396347e-5, 9.459981503533712e-7, 0.00013205234655173215, 2.7338857549636975e-5, 2.0208478964471434e-5, 1.5894576825331973e-5]
loss: 0.0002539063952879734
pde_losses: [1.361967466242421e-8, 3.547506457698578e-8]
bcs_losses: [5.7591991957235887e-5, 9.269355348672419e-7, 0.00013207533136363325, 2.7340307889172164e-5, 2.0212508797022132e-5, 1.5710225006803293e-5]
loss: 0.0002538007231113521
pde_losses: [3.072297267886141e-8, 7.456141940214614e-8]
bcs_losses: [5.762513143661371e-5, 8.780713426336453e-7, 0.00013218296205571559, 2.714393554002543e-5, 2.0226361839674454e-5, 1.5638976504608292e-5]
loss: 0.00025360465655509707
pde_losses: [6.292623817764864e-8, 6.675258844711339e-8]
bcs_losses: [5.7668894584650875e-5, 8.670967842845162e-7, 0.0001324853939299213, 2.7011968900795278e-5, 2.0016917385866816e-5, 1.542470614295351e-5]
loss: 0.0002533306127216687
pde_losses: [6.381157706996989e-8, 1.1498436678938571e-7]
bcs_losses: [5.7476710816344665e-5, 8.197418660894054e-7, 0.00013257299167913775, 2.6829916927087884e-5, 2.0023490040989627e-5, 1.5428965448160055e-5]
loss: 0.00025303831987134406
pde_losses: [5.032362077152594e-8, 6.678880050494962e-8]
bcs_losses: [5.74048692759893e-5, 8.00511809892233e-7, 0.0001324805957344715, 2.6729228077808587e-5, 2.0150113237425464e-5, 1.535588931448052e-5]
loss: 0.00025283511867559125
pde_losses: [8.36908946062623e-8, 3.0214000024046354e-8]
bcs_losses: [5.7181270553855924e-5, 7.655397672464892e-7, 0.00013272135644130958, 2.670057858222741e-5, 1.995549322629006e-5, 1.539697521003148e-5]
loss: 0.00025266580859181347
pde_losses: [7.34176671127967e-8, 3.871604380929835e-8]
bcs_losses: [5.711333784356097e-5, 7.209140363141353e-7, 0.00013289597687576315, 2.6703576690395556e-5, 1.9899748427372798e-5, 1.5220121007484794e-5]
loss: 0.00025247405310225494
pde_losses: [6.374861745465188e-8, 3.906126321606099e-8]
bcs_losses: [5.696506916743562e-5, 7.160032016266706e-7, 0.00013317574918079224, 2.6544288425942305e-5, 1.963742453952846e-5, 1.533270870625894e-5]
loss: 0.0002521673611919743
pde_losses: [7.89654277059702e-8, 5.4789728713846296e-8]
bcs_losses: [5.649515892346696e-5, 7.938727138106372e-7, 0.00013391934425095319, 2.6302166192592582e-5, 1.9191657631287767e-5, 1.533140632344336e-5]
loss: 0.0002518336680694903
pde_losses: [1.2706403606661263e-7, 4.023073907193802e-8]
bcs_losses: [5.610036941830784e-5, 8.464733161795253e-7, 0.00013413193150198178, 2.6104231398747907e-5, 1.9023503057402677e-5, 1.545986460173204e-5]
loss: 0.0002514960854186292
pde_losses: [2.1550645335488e-7, 1.0670965520540075e-7]
bcs_losses: [5.616387870634332e-5, 8.649874215952239e-7, 0.00013364272462740745, 2.6156873036709283e-5, 1.8787026865821967e-5, 1.5558378652191625e-5]
loss: 0.0002504235999246813
pde_losses: [3.7885619451087496e-7, 4.438895073328048e-7]
bcs_losses: [5.632231247884073e-5, 8.422473875023962e-7, 0.00013254262595476519, 2.616515989394037e-5, 1.8394143623887293e-5, 1.5334364883901633e-5]
loss: 0.00024817269936924395
pde_losses: [4.5462182750863406e-7, 3.8291592897315953e-7]
bcs_losses: [5.6795104203180373e-5, 9.152223591811567e-7, 0.00013057389886202424, 2.5696184596457002e-5, 1.8530848398079353e-5, 1.4823903193840006e-5]
loss: 0.00024634610408294776
pde_losses: [3.857812446691117e-7, 2.676007824564367e-7]
bcs_losses: [5.731252249093079e-5, 8.635422929866944e-7, 0.0001294872401751131, 2.535795504679175e-5, 1.848588274860923e-5, 1.4185579301390597e-5]
loss: 0.0002447477491984805
pde_losses: [3.339922430592043e-7, 1.5983632309786924e-7]
bcs_losses: [5.7306524078682574e-5, 8.763613215376915e-7, 0.00012803302930470092, 2.5083038800104304e-5, 1.8905929628736596e-5, 1.4049037498561402e-5]
loss: 0.0002438238621908857
pde_losses: [3.39249759004339e-7, 1.7366436330525043e-7]
bcs_losses: [5.7737537421392984e-5, 7.94389886490802e-7, 0.00012743012431756356, 2.500237228354585e-5, 1.874512074210149e-5, 1.3601403417481406e-5]
loss: 0.00024285431520346736
pde_losses: [3.349607317188147e-7, 1.5602025570314425e-7]
bcs_losses: [5.7854428230748854e-5, 7.210248430015392e-7, 0.0001267641559517579, 2.48252664414122e-5, 1.8803675403400077e-5, 1.339478334572483e-5]
loss: 0.0002416905716102848
pde_losses: [2.191376163798649e-7, 3.1385929578710475e-7]
bcs_losses: [5.7682238651750686e-5, 8.382167966176264e-7, 0.0001260292228407664, 2.4546971115003213e-5, 1.889730362433974e-5, 1.3163621669640173e-5]
loss: 0.00024057190528873763
pde_losses: [8.868446294455664e-8, 3.1921438162074515e-7]
bcs_losses: [5.764463157187414e-5, 9.015861815646535e-7, 0.00012572646983598823, 2.4046089860084285e-5, 1.8839577302628167e-5, 1.3005651692032871e-5]
loss: 0.00023985900345242027
pde_losses: [1.4009818054044168e-7, 1.087770784488782e-7]
bcs_losses: [5.778535591173805e-5, 8.973216968795094e-7, 0.00012541299073221178, 2.385723732341689e-5, 1.8755824788055398e-5, 1.2901397741129328e-5]
loss: 0.00023932787644360447
pde_losses: [3.4228747104354116e-7, 6.951157662053735e-8]
bcs_losses: [5.7811312644578716e-5, 9.25962771197294e-7, 0.0001250181839281162, 2.3538195412365513e-5, 1.875640192316296e-5, 1.2866020716519681e-5]
loss: 0.00023855808612018
pde_losses: [1.1443807845462668e-7, 1.0835231132743576e-7]
bcs_losses: [5.781091572547416e-5, 9.826039453884763e-7, 0.0001243359275512449, 2.3132911904096883e-5, 1.9138163814633193e-5, 1.2934772789560366e-5]
loss: 0.00023791615451328752
pde_losses: [6.279630611308222e-8, 1.3413547384263208e-7]
bcs_losses: [5.782503974633656e-5, 9.847763509569586e-7, 0.00012365397890135607, 2.2974725714156003e-5, 1.944550079128617e-5, 1.2835201229240063e-5]
loss: 0.00023751986209143632
pde_losses: [1.047706810132851e-7, 1.5790576254664078e-7]
bcs_losses: [5.743476976650686e-5, 9.588490647775025e-7, 0.00012341427987847814, 2.2840820905468322e-5, 1.974173357227532e-5, 1.2866732460370275e-5]
loss: 0.00023731782861243736
pde_losses: [5.262789398185475e-8, 1.362542700363075e-7]
bcs_losses: [5.7433756574566604e-5, 9.424501716631956e-7, 0.00012297808061434478, 2.2835608444691332e-5, 2.0098083504564554e-5, 1.2840967138588735e-5]
loss: 0.0002371487535602013
pde_losses: [2.2063833687566552e-8, 1.5411460667679637e-7]
bcs_losses: [5.7336615034046744e-5, 9.371196345222015e-7, 0.00012271616322155458, 2.2836146429889765e-5, 2.0314749925044615e-5, 1.2831780874779046e-5]
loss: 0.00023697702173545404
pde_losses: [4.378141658091795e-8, 1.3737630061074083e-7]
bcs_losses: [5.716356897752373e-5, 9.217976201256418e-7, 0.0001227401000966466, 2.2896235334383896e-5, 2.0316767753533163e-5, 1.2757394236049356e-5]
loss: 0.00023673403262838307
pde_losses: [6.73879475167984e-8, 8.957595370037322e-8]
bcs_losses: [5.7094742224833636e-5, 9.690782351805016e-7, 0.00012252792310110338, 2.286783805882941e-5, 2.0418854875286842e-5, 1.269863223193212e-5]
loss: 0.00023651943818165841
pde_losses: [6.350145251862072e-8, 5.673535300408525e-8]
bcs_losses: [5.709262266506803e-5, 9.900179520856598e-7, 0.00012215890749225986, 2.2792523102128716e-5, 2.0662844842112118e-5, 1.2702285322481331e-5]
loss: 0.00023637229181373403
pde_losses: [2.6848235164677924e-8, 6.966283917999774e-8]
bcs_losses: [5.7226379890670994e-5, 9.969959251684646e-7, 0.00012212816053726766, 2.261383481185064e-5, 2.055238414546235e-5, 1.2758025428969249e-5]
loss: 0.0002362856577015313
pde_losses: [2.997904395251803e-8, 5.741356204525056e-8]
bcs_losses: [5.724867673803393e-5, 1.021894620741538e-6, 0.00012197703147064147, 2.2464987499780346e-5, 2.0659282841987075e-5, 1.2826391924349175e-5]
loss: 0.0002362376428454958
pde_losses: [1.9697198290033324e-8, 6.890900586953956e-8]
bcs_losses: [5.72353209693045e-5, 1.010886135939314e-6, 0.00012188851042971696, 2.238167249549941e-5, 2.077756608562503e-5, 1.2855080525250996e-5]
loss: 0.0002361890421452235
pde_losses: [2.3645226734863087e-8, 7.250874323318192e-8]
bcs_losses: [5.720059373120723e-5, 1.025156350613484e-6, 0.00012194128381754694, 2.231951559005663e-5, 2.0724202171025692e-5, 1.2882136514805477e-5]
loss: 0.00023609321943284206
pde_losses: [2.9535568616673813e-8, 1.0054444120637132e-7]
bcs_losses: [5.7076717426105564e-5, 1.0753893542671015e-6, 0.000121866001162349, 2.207882296312093e-5, 2.0917514636718667e-5, 1.2948693880457732e-5]
loss: 0.0002358611465097482
pde_losses: [4.280912175323407e-8, 1.7892756794016154e-7]
bcs_losses: [5.685655414750797e-5, 1.0493165379612655e-6, 0.00012184423214446482, 2.1898478860574253e-5, 2.094352067091807e-5, 1.3047307458628433e-5]
loss: 0.00023528663545066444
pde_losses: [2.4542246051948146e-7, 2.629332284331202e-7]
bcs_losses: [5.6699771324547575e-5, 9.355350631559274e-7, 0.0001221003041527855, 2.1864034352463036e-5, 2.0102965462772613e-5, 1.3075669405987184e-5]
loss: 0.000234378902340677
pde_losses: [1.6356330287728892e-7, 3.8948888447933065e-7]
bcs_losses: [5.651000649691642e-5, 9.07202620851084e-7, 0.00012169104366754904, 2.1545050577560506e-5, 1.998087794239507e-5, 1.3191668848048254e-5]
loss: 0.00023320688935554712
pde_losses: [5.29239443365669e-7, 4.685021515764929e-7]
bcs_losses: [5.5998155130321954e-5, 8.187095611880908e-7, 0.00012089445620648346, 2.138773947044308e-5, 1.991946192879108e-5, 1.3190625463377265e-5]
loss: 0.0002322670612925911
pde_losses: [3.931302639189065e-7, 4.0000860704404245e-7]
bcs_losses: [5.578989449541586e-5, 7.92701479047636e-7, 0.00012021096411539072, 2.1359645623693654e-5, 2.0076608673181473e-5, 1.3244108034898827e-5]
loss: 0.0002305194991365655
pde_losses: [5.658063985862938e-7, 1.7123814054279416e-7]
bcs_losses: [5.5388593286704106e-5, 8.740137422295422e-7, 0.00011927502769193013, 2.0770185372370353e-5, 2.0100335429505827e-5, 1.3374299074696463e-5]
loss: 0.00022961934987335514
pde_losses: [5.060715419776983e-7, 1.5558730666103772e-7]
bcs_losses: [5.524058773418711e-5, 9.133154296317712e-7, 0.00011831530618793218, 2.0453010393098263e-5, 2.0483600470044276e-5, 1.3551870809822803e-5]
loss: 0.00022839014015846751
pde_losses: [4.5790185561823966e-7, 2.603078745411481e-7]
bcs_losses: [5.490504552401769e-5, 9.59049589285988e-7, 0.0001170037229577731, 2.011191570901717e-5, 2.1000249993046218e-5, 1.3691946655167958e-5]
loss: 0.00022702584456814687
pde_losses: [2.8042020204020644e-7, 3.369233272154435e-7]
bcs_losses: [5.452288911966539e-5, 1.0211777260997266e-6, 0.00011598852755754908, 1.9717875858911132e-5, 2.1268194628283325e-5, 1.3889836148382538e-5]
loss: 0.00022458552337454804
pde_losses: [4.096078691535697e-7, 7.708829853121199e-7]
bcs_losses: [5.3886037752379936e-5, 1.0999153597005585e-6, 0.00011324071557335324, 1.872481949198861e-5, 2.2035612201539136e-5, 1.4417932141120846e-5]
loss: 0.00022292944013866317
pde_losses: [6.764323298156661e-7, 3.320991296494083e-7]
bcs_losses: [5.304416783231563e-5, 1.1005234291545554e-6, 0.00011249839172870517, 1.855295606947942e-5, 2.2237069544752096e-5, 1.4487800074791224e-5]
loss: 0.0002214484748187347
pde_losses: [5.482639164397549e-7, 4.113144087138433e-7]
bcs_losses: [5.2527363134256816e-5, 1.1046789119848867e-6, 0.0001113711761734519, 1.8092606853591872e-5, 2.2592683183144727e-5, 1.480038823715088e-5]
loss: 0.0002192739597000129
pde_losses: [4.0761487871873133e-7, 6.853576404760054e-7]
bcs_losses: [5.1899025192147514e-5, 1.0551029204682249e-6, 0.00011004244646241519, 1.7353840610617208e-5, 2.2731455638598272e-5, 1.509911635657175e-5]
loss: 0.00021837489624181752
pde_losses: [4.99252170504076e-7, 4.071723466568559e-7]
bcs_losses: [5.1616209258394495e-5, 9.865046003895258e-7, 0.00010906303764170423, 1.710348688554924e-5, 2.3268469590078246e-5, 1.543076374854082e-5]
loss: 0.00021746011829411265
pde_losses: [5.931887763875674e-7, 6.778068052496382e-7]
bcs_losses: [5.121899071408118e-5, 9.525212245422916e-7, 0.00010823153528023215, 1.679565091913671e-5, 2.354898108896948e-5, 1.5441443485513636e-5]
loss: 0.00021610473811135912
pde_losses: [6.164073216887717e-7, 3.554826451236698e-7]
bcs_losses: [5.080126766186112e-5, 9.088331276729067e-7, 0.00010684050212911357, 1.6615613141018832e-5, 2.4256540572368606e-5, 1.571009151251164e-5]
loss: 0.0002151062132761241
pde_losses: [5.524809663705821e-7, 3.819447698556792e-7]
bcs_losses: [5.0440265209008866e-5, 8.74754959379261e-7, 0.00010553013364727572, 1.6234776193098372e-5, 2.4924319911470314e-5, 1.61675376196653e-5]
loss: 0.00021423624660588263
pde_losses: [4.454933962007516e-7, 4.880803666902016e-7]
bcs_losses: [5.034797250908898e-5, 8.845730029486703e-7, 0.00010492718315984888, 1.599472552703987e-5, 2.5149069540041036e-5, 1.5999149104024233e-5]
loss: 0.00021385614998284614
pde_losses: [3.3375477847923234e-7, 5.116968884617776e-7]
bcs_losses: [5.030057720533027e-5, 9.344075933479524e-7, 0.00010438972441574016, 1.5821380713901444e-5, 2.5412633556276377e-5, 1.6151974831308935e-5]
loss: 0.0002128566202249269
pde_losses: [2.6718742617864516e-7, 4.325386786194215e-7]
bcs_losses: [5.032031290472643e-5, 1.1368447065502928e-6, 0.00010280573570501499, 1.5229559711130048e-5, 2.624789019425719e-5, 1.6416550898449878e-5]
loss: 0.00021234625167980387
pde_losses: [2.3051299362896127e-7, 3.833268789732507e-7]
bcs_losses: [5.0424268317850906e-5, 1.1997763659042268e-6, 0.00010234900079812419, 1.4959698285256371e-5, 2.636722580669791e-5, 1.643244223336804e-5]
loss: 0.00021142877857449884
pde_losses: [7.946313981792912e-8, 3.142047374924004e-7]
bcs_losses: [5.06928733552986e-5, 1.1135662891671416e-6, 0.00010136678975104642, 1.4660763036268529e-5, 2.6824619143938588e-5, 1.637649912146921e-5]
loss: 0.00021064423708099257
pde_losses: [2.569437774877192e-7, 2.940199559031692e-7]
bcs_losses: [5.1115662445541226e-5, 1.1003772073598822e-6, 0.00010073066977957083, 1.4376701286675657e-5, 2.688846611054385e-5, 1.5881396517910228e-5]
loss: 0.00020997991555300006
pde_losses: [3.0764462222938473e-7, 3.682854462806275e-7]
bcs_losses: [5.1317549008211576e-5, 1.1644824298979129e-6, 0.00010001133143471255, 1.4047925545994422e-5, 2.7104118004180266e-5, 1.565857906149334e-5]
loss: 0.00020945906539774554
pde_losses: [3.0718011565537345e-7, 3.59509748474504e-7]
bcs_losses: [5.1273405353644e-5, 1.2387847484581678e-6, 0.00010006527058279625, 1.391013163574915e-5, 2.6870293833940698e-5, 1.543448937902739e-5]
loss: 0.0002087786186106279
pde_losses: [1.4898015758941125e-7, 2.948091604287766e-7]
bcs_losses: [5.1505344334636375e-5, 1.3427437060305938e-6, 9.947087000144341e-5, 1.3651441266087684e-5, 2.7085992411501334e-5, 1.527843757291032e-5]
loss: 0.00020832178504456253
pde_losses: [6.627213500921483e-8, 4.202599202935101e-7]
bcs_losses: [5.168273453792543e-5, 1.2524517531092932e-6, 9.95705795293971e-5, 1.3828948115512055e-5, 2.6892474033112228e-5, 1.4608065020203685e-5]
loss: 0.0002078514082999408
pde_losses: [8.406586242889965e-8, 3.272188411358516e-7]
bcs_losses: [5.193547878235305e-5, 1.2309880595993954e-6, 9.925956128718565e-5, 1.3919207900284597e-5, 2.6913156328619556e-5, 1.4181731238333812e-5]
loss: 0.00020751348746670547
pde_losses: [1.2182537200766413e-7, 2.6966874632056545e-7]
bcs_losses: [5.190877062043401e-5, 1.263498742703316e-6, 9.951831792178767e-5, 1.3913652188796728e-5, 2.67164983817001e-5, 1.3801255492955428e-5]
loss: 0.00020716540660427804
pde_losses: [6.179620631835188e-8, 2.595458871827214e-7]
bcs_losses: [5.177550500854097e-5, 1.2343931111516842e-6, 9.98088721494547e-5, 1.4020494655487604e-5, 2.6509636922453153e-5, 1.3495162663688843e-5]
loss: 0.00020680947044793567
pde_losses: [5.596386019583907e-8, 2.68116223066779e-7]
bcs_losses: [5.1824004373983384e-5, 1.2409392122341798e-6, 9.981484789474148e-5, 1.4183999546498818e-5, 2.6278361432366503e-5, 1.3143237904848702e-5]
loss: 0.0002065391576913537
pde_losses: [8.826454110547148e-8, 2.946998377016037e-7]
bcs_losses: [5.182085114899169e-5, 1.2759318548782652e-6, 9.991959280063581e-5, 1.4032740634273727e-5, 2.6115394288849078e-5, 1.2991682584918033e-5]
loss: 0.0002062772761355836
pde_losses: [9.843573778747772e-8, 3.0479683901898815e-7]
bcs_losses: [5.164428193097356e-5, 1.299981866217211e-6, 0.00010015443344437716, 1.3925170270195599e-5, 2.5979307745446063e-5, 1.2870868301567543e-5]
loss: 0.00020572163975555205
pde_losses: [1.444807438087018e-7, 3.115802345108935e-7]
bcs_losses: [5.125388096450031e-5, 1.2563396397188991e-6, 0.000100234826545585, 1.3656819985436511e-5, 2.60640962039329e-5, 1.2799615438058821e-5]
loss: 0.00020500163027482626
pde_losses: [2.0711690633203278e-7, 3.591504930349314e-7]
bcs_losses: [5.0303671661316696e-5, 1.203522935066408e-6, 0.00010117485987871865, 1.3474187811813156e-5, 2.568660581679761e-5, 1.2592514771746789e-5]
loss: 0.0002045044352716644
pde_losses: [1.269319100950876e-7, 2.645375928213456e-7]
bcs_losses: [5.0002369346496624e-5, 1.2026203642575125e-6, 0.00010150203805709347, 1.348690995896583e-5, 2.5712810366910634e-5, 1.2206217675023932e-5]
loss: 0.00020402310506500133
pde_losses: [7.578821454619776e-8, 1.9841999943055224e-7]
bcs_losses: [4.962730988165499e-5, 1.1032799459795573e-6, 0.00010210553920544607, 1.3579831366545939e-5, 2.5457472139568758e-5, 1.187546431182927e-5]
loss: 0.00020352356180784284
pde_losses: [4.9162841851818565e-8, 2.6126814711445227e-7]
bcs_losses: [4.932518428512068e-5, 1.0855486949639333e-6, 0.00010279148042025406, 1.3737828994929239e-5, 2.48307770026856e-5, 1.1442311420923056e-5]
loss: 0.00020310745832051552
pde_losses: [8.955026934438155e-8, 3.161605846192361e-7]
bcs_losses: [4.892112310791411e-5, 1.1736079677560318e-6, 0.00010321262935897124, 1.3577425017433866e-5, 2.4558727267011985e-5, 1.1258234747464683e-5]
loss: 0.00020277667583072949
pde_losses: [3.248280510495653e-8, 3.345922249185642e-7]
bcs_losses: [4.8780052546520775e-5, 1.167226671120082e-6, 0.00010306975527519082, 1.347811114530416e-5, 2.4578732703526026e-5, 1.1335722459044096e-5]
loss: 0.0002024681720740051
pde_losses: [3.355242682524519e-8, 4.073076149601666e-7]
bcs_losses: [4.859188039359776e-5, 1.0340122039736386e-6, 0.00010321492951188726, 1.3454028346432024e-5, 2.4583377171763228e-5, 1.1149084404565756e-5]
loss: 0.0002022548512984578
pde_losses: [5.679413320594809e-8, 3.3275700258380343e-7]
bcs_losses: [4.83315022473703e-5, 9.880276811001304e-7, 0.0001032674532639514, 1.3342850768131033e-5, 2.4786308645146438e-5, 1.1149157556968719e-5]
loss: 0.00020210341228369462
pde_losses: [6.895064550941893e-8, 3.653222689566849e-7]
bcs_losses: [4.832875850698572e-5, 9.926607895358976e-7, 0.00010284220750465967, 1.3117028558530906e-5, 2.513449332941425e-5, 1.1253990680102063e-5]
loss: 0.00020189416717976703
pde_losses: [3.037730336605915e-8, 3.079281794315921e-7]
bcs_losses: [4.804080021239097e-5, 9.580381156838604e-7, 0.00010296233448252616, 1.2807446200016825e-5, 2.5411398950516582e-5, 1.1375843735834961e-5]
loss: 0.0002016355228224881
pde_losses: [7.436788616415234e-8, 1.4500468230217236e-7]
bcs_losses: [4.788775782472137e-5, 9.19674953785062e-7, 0.00010283102548057711, 1.2573719095311113e-5, 2.561040068955479e-5, 1.1593572210072326e-5]
loss: 0.00020139017847357858
pde_losses: [8.439024327645599e-8, 1.5684407798493215e-7]
bcs_losses: [4.782747066235744e-5, 9.376262985043293e-7, 0.00010253058688046364, 1.2318254392207277e-5, 2.59206048536502e-5, 1.161440106513427e-5]
loss: 0.00020108027204208425
pde_losses: [1.0172019052359596e-7, 1.8722966060167395e-7]
bcs_losses: [4.800869613120111e-5, 9.929583296256624e-7, 0.00010202808665643721, 1.2128375328510318e-5, 2.6009665019910306e-5, 1.1623540725274352e-5]
loss: 0.000200728224169326
pde_losses: [8.693556386309986e-8, 1.849598022288779e-7]
bcs_losses: [4.7851567836656974e-5, 9.653920864180141e-7, 0.00010184261964916988, 1.2023360776276424e-5, 2.6319006989777623e-5, 1.1454381464935088e-5]
loss: 0.00020024528403795336
pde_losses: [9.236210811238576e-8, 1.8386838764459373e-7]
bcs_losses: [4.7833305447566275e-5, 9.56931221214279e-7, 0.000101011969003751, 1.2050380806398169e-5, 2.690159081533316e-5, 1.1214876247933494e-5]
loss: 0.0001998889520175364
pde_losses: [1.2041138892897704e-7, 2.0030417718226005e-7]
bcs_losses: [4.7564135967890105e-5, 8.160023673716523e-7, 0.0001008042985062565, 1.2150697262986946e-5, 2.735827844619438e-5, 1.0874823900725545e-5]
loss: 0.00019956393830520782
pde_losses: [1.144446172080851e-7, 1.902553144910581e-7]
bcs_losses: [4.7404816659762536e-5, 8.183898470148627e-7, 0.00010029291442854299, 1.1949802565387561e-5, 2.8011125917134307e-5, 1.0782188955666417e-5]
loss: 0.00019901152287720868
pde_losses: [1.0301497716760123e-7, 2.0168845589337585e-7]
bcs_losses: [4.747175390819049e-5, 8.755364781636169e-7, 9.874588921205664e-5, 1.1600144416583202e-5, 2.924319959314247e-5, 1.0770295836011301e-5]
loss: 0.00019878409560488886
pde_losses: [8.916358170592526e-8, 2.0995360378698635e-7]
bcs_losses: [4.743881025605511e-5, 8.88604223642911e-7, 9.80539630284289e-5, 1.1397786949352399e-5, 2.9872017358948678e-5, 1.0833796602967934e-5]
loss: 0.0001982342246711837
pde_losses: [1.5743270520613004e-7, 2.674029674059135e-7]
bcs_losses: [4.7287839049784624e-5, 8.692190786642454e-7, 9.69206940477357e-5, 1.0953674950272937e-5, 3.0843387564647736e-5, 1.0934574307466403e-5]
loss: 0.00019787313432770236
pde_losses: [1.0982450802451605e-7, 2.600031298938065e-7]
bcs_losses: [4.7364227456459066e-5, 8.193184522065828e-7, 9.591501441287765e-5, 1.093666661979173e-5, 3.1529365912501466e-5, 1.0938713835947534e-5]
loss: 0.00019733169860387183
pde_losses: [7.224107378574467e-8, 1.311028697996817e-7]
bcs_losses: [4.733514693652235e-5, 8.661669377869836e-7, 9.478059152176927e-5, 1.0542991282469261e-5, 3.246686889863818e-5, 1.1136589083100365e-5]
loss: 0.0001970165905578529
pde_losses: [8.733676565207956e-8, 1.1884668430812658e-7]
bcs_losses: [4.73109329916907e-5, 7.850187728530467e-7, 9.404676359345697e-5, 1.0370571255907752e-5, 3.3136973303191185e-5, 1.116014719079306e-5]
loss: 0.0001968567876649435
pde_losses: [9.00095034701605e-8, 1.597921284635852e-7]
bcs_losses: [4.727653743382141e-5, 7.300474247207813e-7, 9.397157916350373e-5, 1.0400843410569483e-5, 3.308680977203227e-5, 1.1141168828362078e-5]
loss: 0.0001965924638645194
pde_losses: [7.730827715181324e-8, 1.4209610402443755e-7]
bcs_losses: [4.717639642238309e-5, 6.856799920373685e-7, 9.330575387537348e-5, 1.0358089033096362e-5, 3.378551299514592e-5, 1.1061627165306946e-5]
loss: 0.00019635118555740708
pde_losses: [4.3888894343031234e-8, 2.3606722815925577e-7]
bcs_losses: [4.6984769776972257e-5, 6.759689517525976e-7, 9.277643774850415e-5, 1.0292987015112261e-5, 3.429802454772274e-5, 1.1043041394840784e-5]
loss: 0.00019600338842111186
pde_losses: [7.585177489696176e-8, 1.8977324988108006e-7]
bcs_losses: [4.671214995080353e-5, 6.828052510892963e-7, 9.270302657158282e-5, 1.0377285005558468e-5, 3.4378161663177326e-5, 1.0884334954122347e-5]
loss: 0.0001956275095880141
pde_losses: [8.183814182679097e-8, 2.8397302285955604e-7]
bcs_losses: [4.643263529658615e-5, 6.994360390845232e-7, 9.259473452530626e-5, 1.0233624338720117e-5, 3.436316573461033e-5, 1.0938102489020427e-5]
loss: 0.00019507800291566576
pde_losses: [3.1308495854872963e-7, 3.967267023127948e-7]
bcs_losses: [4.629846265391656e-5, 7.020535480682239e-7, 9.237792459725062e-5, 9.97266695895256e-6, 3.413219178367098e-5, 1.0884891712945306e-5]
loss: 0.0001948366698736553
pde_losses: [2.4680774643963503e-7, 3.827737705813118e-7]
bcs_losses: [4.6266947827722417e-5, 7.026623168539277e-7, 9.204046307106285e-5, 9.865232695027541e-6, 3.439603665799619e-5, 1.0935745787971424e-5]
loss: 0.00019409899816768406
pde_losses: [1.770381945852991e-7, 3.1383777174548674e-7]
bcs_losses: [4.5964246312901156e-5, 7.234332356030455e-7, 9.188969177330829e-5, 9.74504641264694e-6, 3.423300995978222e-5, 1.1052694507111606e-5]
loss: 0.00019350384527668982
pde_losses: [1.4395649897139012e-7, 2.7504265198770774e-7]
bcs_losses: [4.576180415177393e-5, 6.980915298631447e-7, 9.155227309232453e-5, 9.598843270148336e-6, 3.413448621958031e-5, 1.1339347862040493e-5]
loss: 0.00019296551494746577
pde_losses: [1.4860233827783838e-7, 1.1425712404260196e-7]
bcs_losses: [4.547151234577627e-5, 6.914930817101202e-7, 9.20142515316195e-5, 9.657546389327598e-6, 3.349075101861961e-5, 1.1377101118092218e-5]
loss: 0.0001924367321281182
pde_losses: [7.011255241050246e-8, 8.310887668668079e-8]
bcs_losses: [4.512741598189515e-5, 7.508115652153941e-7, 9.215910891580665e-5, 9.653494591732716e-6, 3.320027427232153e-5, 1.139240537204958e-5]
loss: 0.00019201400283293499
pde_losses: [9.699462646602676e-8, 1.9898760175424876e-7]
bcs_losses: [4.48629446078877e-5, 8.725273656683138e-7, 9.170679324109249e-5, 9.560917367808894e-6, 3.3222823367637445e-5, 1.149201465461986e-5]
loss: 0.00019153314768190053
pde_losses: [5.316846471877922e-8, 3.5403711444811587e-7]
bcs_losses: [4.4531490834989194e-5, 9.112115461544563e-7, 9.167533715297988e-5, 9.503101651499491e-6, 3.308733671217211e-5, 1.1417464204938516e-5]
loss: 0.00019114059150379488
pde_losses: [1.5394247020219505e-7, 3.8452065129723327e-7]
bcs_losses: [4.431700992376585e-5, 8.870568570601169e-7, 9.181851427448993e-5, 9.604261714040018e-6, 3.2790026281655776e-5, 1.1185259331283795e-5]
loss: 0.00019014569496795554
pde_losses: [1.5265354889367242e-7, 5.146057614235427e-7]
bcs_losses: [4.380431185699032e-5, 8.366646263478981e-7, 9.064882074080547e-5, 9.506855519359562e-6, 3.3404793714946924e-5, 1.1276989199188148e-5]
loss: 0.000189352863044531
pde_losses: [1.8999655083077136e-7, 7.649062919282128e-7]
bcs_losses: [4.336325783502683e-5, 7.276115810754521e-7, 9.020753047394159e-5, 9.572526620096339e-6, 3.3132539181232614e-5, 1.1394494510399243e-5]
loss: 0.00018854810249528412
pde_losses: [2.3262710312640758e-7, 6.131305810523989e-7]
bcs_losses: [4.311014019427991e-5, 7.304497577461477e-7, 8.987466231705874e-5, 9.356739599604494e-6, 3.3015666818100616e-5, 1.1614686124315411e-5]
loss: 0.00018795701861955652
pde_losses: [1.833429066444434e-7, 5.983440013160294e-7]
bcs_losses: [4.27630694373728e-5, 7.773256962651507e-7, 8.943838333277365e-5, 9.280172922001848e-6, 3.313359877511664e-5, 1.1782781548065961e-5]
loss: 0.00018742391569710715
pde_losses: [1.5915582663240465e-7, 6.191669280173624e-7]
bcs_losses: [4.2466364655917464e-5, 7.907246508331074e-7, 8.91548131471513e-5, 9.411214219183572e-6, 3.31348625495872e-5, 1.1687613719784751e-5]
loss: 0.00018709678288241665
pde_losses: [8.199897210036985e-8, 6.21528122040436e-7]
bcs_losses: [4.226926130720165e-5, 8.376734010189914e-7, 8.896051739143752e-5, 9.431234400268982e-6, 3.30996327964286e-5, 1.179493649192013e-5]
loss: 0.0001861888357833465
pde_losses: [2.505692888171706e-7, 6.208445589270603e-7]
bcs_losses: [4.2019964234118594e-5, 9.236798224351659e-7, 8.822753836700838e-5, 9.77348717887029e-6, 3.267250302573448e-5, 1.170024930743533e-5]
loss: 0.00018541397124218845
pde_losses: [2.014351265685775e-7, 4.7617563368090354e-7]
bcs_losses: [4.1647898249573595e-5, 8.980466332623984e-7, 8.816616607538875e-5, 1.0179731077125567e-5, 3.23846042429541e-5, 1.1459914203634566e-5]
loss: 0.00018463147989248734
pde_losses: [1.2317396761864616e-7, 5.253789479997518e-7]
bcs_losses: [4.128466701154263e-5, 9.0738041730173e-7, 8.765402959312591e-5, 1.0737892384207427e-5, 3.2126859919646256e-5, 1.1272097651044989e-5]
loss: 0.00018375711074067192
pde_losses: [1.6750387783221571e-7, 2.047122054417827e-7]
bcs_losses: [4.1083057222092054e-5, 9.152629154854888e-7, 8.756666267723925e-5, 1.1496567643859734e-5, 3.1542260654280925e-5, 1.0781083544440489e-5]
loss: 0.00018344742455996492
pde_losses: [9.7647561473679e-8, 2.2851308259971485e-7]
bcs_losses: [4.0870805382527664e-5, 9.497843258485157e-7, 8.745199895933004e-5, 1.179395195721945e-5, 3.135834812059839e-5, 1.0696375170367502e-5]
loss: 0.00018287600995526827
pde_losses: [1.4463820880965922e-7, 2.401087053316853e-7]
bcs_losses: [4.047666572994306e-5, 1.1082449745305856e-6, 8.703582952778073e-5, 1.2316800186727556e-5, 3.105476144500477e-5, 1.0498961177140248e-5]
loss: 0.0001825068328264513
pde_losses: [8.36822801542815e-8, 3.646666135479585e-7]
bcs_losses: [4.02324527495806e-5, 1.1146419085696354e-6, 8.65997443593308e-5, 1.2914281543522696e-5, 3.086268727117556e-5, 1.03346761005698e-5]
loss: 0.00018203601409786573
pde_losses: [1.0282262946770674e-7, 3.88750571514327e-7]
bcs_losses: [4.00588659520237e-5, 1.1023574913896956e-6, 8.664488639810782e-5, 1.3400513001782076e-5, 3.0268134481949376e-5, 1.0069683571630985e-5]
loss: 0.00018143722334667403
pde_losses: [1.0845855344566898e-7, 3.381430768236237e-7]
bcs_losses: [3.96681070105446e-5, 1.189146539441527e-6, 8.602922952990536e-5, 1.4235558323798842e-5, 2.985899183848596e-5, 1.0009588474228469e-5]
loss: 0.0001808507600354363
pde_losses: [1.382251189715706e-7, 4.519943489189095e-7]
bcs_losses: [3.945017295704568e-5, 1.3172180665483907e-6, 8.479317529289883e-5, 1.4555351322761543e-5, 2.9903971856991555e-5, 1.0240651071299862e-5]
loss: 0.00018018347950646613
pde_losses: [1.6026815700425907e-7, 6.794156517110895e-7]
bcs_losses: [3.924726469277685e-5, 1.3464437836088465e-6, 8.386818024151008e-5, 1.4971413101048399e-5, 2.956815100278063e-5, 1.034234287602601e-5]
loss: 0.00017956945929817895
pde_losses: [1.0343378043315899e-7, 5.821901903752367e-7]
bcs_losses: [3.9206630963978125e-5, 1.3281198693009606e-6, 8.342977169935675e-5, 1.4836793290335451e-5, 2.9587040521286077e-5, 1.0495478983113186e-5]
loss: 0.00017923356859197425
pde_losses: [5.988046163056225e-8, 5.387684310454805e-7]
bcs_losses: [3.901627164995061e-5, 1.3736935255331507e-6, 8.295550557044191e-5, 1.515633215256478e-5, 2.9552971599420853e-5, 1.0580145201386922e-5]
loss: 0.0001786904679945996
pde_losses: [6.741401806073439e-8, 5.86230504661325e-7]
bcs_losses: [3.8735385036027165e-5, 1.5034849299152936e-6, 8.182838501425998e-5, 1.5326051104995258e-5, 2.9748364420468777e-5, 1.089515296621106e-5]
loss: 0.00017813124551225738
pde_losses: [5.3133946476505664e-8, 5.442219839229897e-7]
bcs_losses: [3.848992134166239e-5, 1.754736119589009e-6, 8.044848548195917e-5, 1.5559582821076785e-5, 3.005727019791458e-5, 1.1223893619655967e-5]
loss: 0.0001776562196217047
pde_losses: [1.1654469103187874e-7, 4.824673240623285e-7]
bcs_losses: [3.848602923608132e-5, 1.792024673891299e-6, 7.96717634979874e-5, 1.5227913061498504e-5, 3.0486594360434614e-5, 1.1392882776717345e-5]
loss: 0.0001771278278599705
pde_losses: [1.7161672210851582e-7, 4.279542609893274e-7]
bcs_losses: [3.833892452435325e-5, 1.8426454285091566e-6, 7.829656837543696e-5, 1.5652188117608237e-5, 3.075035312417146e-5, 1.1647577306793564e-5]
loss: 0.0001767278775423057
pde_losses: [1.8263878279900584e-7, 4.141646373096135e-7]
bcs_losses: [3.843201366309633e-5, 1.783032533984955e-6, 7.767920947842405e-5, 1.5846882905351315e-5, 3.081479106456382e-5, 1.1575144476776585e-5]
loss: 0.00017642647514104213
pde_losses: [1.5305761704933486e-7, 3.4334778772221383e-7]
bcs_losses: [3.8491639353113456e-5, 1.8278860008212494e-6, 7.703159064937219e-5, 1.5797940397169415e-5, 3.107959013368563e-5, 1.1701423202108674e-5]
loss: 0.00017611136167526478
pde_losses: [8.955392497965884e-8, 5.17329151637367e-7]
bcs_losses: [3.847913057584161e-5, 1.842984271651104e-6, 7.672297472692542e-5, 1.5552790101673966e-5, 3.12002722416642e-5, 1.170632668089147e-5]
loss: 0.00017574585228808797
pde_losses: [1.5060168976029148e-7, 4.76908504031353e-7]
bcs_losses: [3.8414725982294234e-5, 1.826433334849432e-6, 7.587595983433086e-5, 1.579469867608074e-5, 3.137100884200883e-5, 1.1835515424732225e-5]
loss: 0.00017535074239973428
pde_losses: [1.6611783208355028e-7, 6.412001616148864e-7]
bcs_losses: [3.847393388191762e-5, 1.7612518680686678e-6, 7.554600434574859e-5, 1.587875398643563e-5, 3.123977935061139e-5, 1.1643700973253943e-5]
loss: 0.00017501642161878573
pde_losses: [1.0882049322073273e-7, 7.758722631871729e-7]
bcs_losses: [3.851898612925027e-5, 1.9039139490489115e-6, 7.477568391204824e-5, 1.5853368487711924e-5, 3.1292015936157814e-5, 1.1787760448160663e-5]
loss: 0.00017450400022169107
pde_losses: [1.095285084260715e-7, 7.779824416398123e-7]
bcs_losses: [3.862835233412938e-5, 2.1246157243140195e-6, 7.3967616620537e-5, 1.539719174173227e-5, 3.144714299672568e-5, 1.2051569854186852e-5]
loss: 0.00017386926002974177
pde_losses: [2.1480077448552428e-7, 9.068910909248661e-7]
bcs_losses: [3.861848529523949e-5, 2.250185062441271e-6, 7.241901356098315e-5, 1.5386294688284088e-5, 3.174425904916807e-5, 1.2329330508215309e-5]
loss: 0.00017298118677476615
pde_losses: [2.1167197025128862e-7, 1.0295205829550836e-6]
bcs_losses: [3.881645818769936e-5, 2.0998919798240854e-6, 7.09751066623892e-5, 1.539873596102473e-5, 3.200271131392953e-5, 1.2447090116692896e-5]
loss: 0.00017227269369713932
pde_losses: [2.4250909385347464e-7, 1.2029596438077154e-6]
bcs_losses: [3.8982372301119635e-5, 1.974035093387055e-6, 7.060476952462298e-5, 1.4852452004297899e-5, 3.216253832330257e-5, 1.2251057712747968e-5]
loss: 0.00017163739509527584
pde_losses: [2.2059437021019699e-7, 9.92263418021504e-7]
bcs_losses: [3.912006803467467e-5, 2.0672638258297688e-6, 6.960231221741051e-5, 1.4608853155670788e-5, 3.248692710632133e-5, 1.2539112967137097e-5]
loss: 0.0001706708330850509
pde_losses: [1.4456891886014446e-7, 7.763132021437466e-7]
bcs_losses: [3.944808897761832e-5, 2.283878892615431e-6, 6.807221721093969e-5, 1.391214047896476e-5, 3.283338914254279e-5, 1.3200236261366022e-5]
loss: 0.0001698343359482184
pde_losses: [2.1341132193366677e-7, 9.655229163743649e-7]
bcs_losses: [3.96165553151135e-5, 2.3233880067259584e-6, 6.714405757851075e-5, 1.3187176107664343e-5, 3.3065596832215596e-5, 1.3318627869680213e-5]
loss: 0.00016892235642278452
pde_losses: [2.3463680147851285e-7, 7.670238532231201e-7]
bcs_losses: [3.95910379608847e-5, 2.3316680916558526e-6, 6.732926517745934e-5, 1.2441484682544577e-5, 3.3032990832998736e-5, 1.3194249022539683e-5]
loss: 0.0001684979093944798
pde_losses: [1.5945575279491718e-7, 7.655491707836292e-7]
bcs_losses: [3.972670399275272e-5, 2.299566183229467e-6, 6.687070945686964e-5, 1.2084341267004996e-5, 3.3272897112837145e-5, 1.3318686458207255e-5]
loss: 0.0001678855440618174
pde_losses: [1.8560366945846472e-7, 6.358478121892433e-7]
bcs_losses: [3.9692012866725886e-5, 2.2699645020891223e-6, 6.65605701201652e-5, 1.1664991106457465e-5, 3.335007970425842e-5, 1.352647428047361e-5]
loss: 0.00016734985046107248
pde_losses: [2.0629520462447984e-7, 3.9464952614450237e-7]
bcs_losses: [3.982075169761389e-5, 2.4633996227126246e-6, 6.623589942007988e-5, 1.1127223681164418e-5, 3.341337152684676e-5, 1.3688259781885916e-5]
loss: 0.00016677672951277285
pde_losses: [3.0286492542441144e-7, 4.181926846704839e-7]
bcs_losses: [3.9609989426915405e-5, 2.3306570737831463e-6, 6.616669759681575e-5, 1.115962964141847e-5, 3.324523640967481e-5, 1.354346175407036e-5]
loss: 0.00016580494895024401
pde_losses: [1.9610245905309217e-7, 2.8595471988700465e-7]
bcs_losses: [3.9369626708883325e-5, 2.6590062254744442e-6, 6.600372404277032e-5, 1.0462702258526484e-5, 3.3067247157567464e-5, 1.3760585378081862e-5]
loss: 0.0001649490844253341
pde_losses: [2.53985318331592e-7, 4.150201193922282e-7]
bcs_losses: [3.916764177346751e-5, 2.6879194807572204e-6, 6.504356573605085e-5, 1.0049576507709345e-5, 3.334917089795657e-5, 1.3982204591668777e-5]
loss: 0.00016369662493974482
pde_losses: [4.2977147258563457e-7, 3.9021762213806384e-7]
bcs_losses: [3.872927836268386e-5, 2.401882662318385e-6, 6.494417416378739e-5, 1.0018451421949722e-5, 3.3454575496049824e-5, 1.3328273738231925e-5]
loss: 0.00016254304492911088
pde_losses: [2.5862936782848416e-7, 3.5678237735458164e-7]
bcs_losses: [3.84276468035101e-5, 2.169679846633755e-6, 6.419563766637938e-5, 9.931200966707997e-6, 3.4117411939033644e-5, 1.3086055961662958e-5]
loss: 0.00016153285151636993
pde_losses: [2.95722472243169e-7, 4.2573183874751424e-7]
bcs_losses: [3.797610614478155e-5, 1.939401382237675e-6, 6.420259366309766e-5, 9.848740329605416e-6, 3.4347044585527824e-5, 1.249751110012912e-5]
loss: 0.00016065769308217073
pde_losses: [1.6365149114780068e-7, 2.1656045423964252e-7]
bcs_losses: [3.773153234910505e-5, 1.9477929524419404e-6, 6.368246694812619e-5, 9.806579266300367e-6, 3.481809905282407e-5, 1.2291010567985663e-5]
loss: 0.00016019837698995085
pde_losses: [2.290629650076221e-7, 2.262144333802089e-7]
bcs_losses: [3.7554096081704204e-5, 1.8206232755051728e-6, 6.353816821549489e-5, 9.60347642150161e-6, 3.506365935396484e-5, 1.2163076243392305e-5]
loss: 0.00015991029659414606
pde_losses: [1.131634053473142e-7, 2.702795250510998e-7]
bcs_losses: [3.746232712261024e-5, 1.7245917004968326e-6, 6.381379958649392e-5, 9.632000093447828e-6, 3.4910912663823994e-5, 1.1983222496874823e-5]
loss: 0.00015958660682286735
pde_losses: [1.1281959945220669e-7, 1.576018973330633e-7]
bcs_losses: [3.7321876592274466e-5, 1.5844141849854824e-6, 6.382754267404269e-5, 9.446118967103596e-6, 3.521479776304462e-5, 1.1921435144631213e-5]
loss: 0.00015926435083224235
pde_losses: [8.728465050660665e-8, 1.915279164367741e-7]
bcs_losses: [3.721709845190721e-5, 1.5001914133913929e-6, 6.380602430557981e-5, 9.267673986224803e-6, 3.5271999211195225e-5, 1.1922550897000525e-5]
loss: 0.00015891565630737816
pde_losses: [1.7503114694582288e-7, 2.82926611328001e-7]
bcs_losses: [3.7001914370340417e-5, 1.6075252028320794e-6, 6.399807249283527e-5, 8.978369728057524e-6, 3.516572427929463e-5, 1.1706092475744414e-5]
loss: 0.0001584255307760617
pde_losses: [1.9117517312399417e-7, 4.081585004373427e-7]
bcs_losses: [3.68191443891822e-5, 1.6422342392262623e-6, 6.442239452375735e-5, 8.869049051818723e-6, 3.463280941302319e-5, 1.144056548549268e-5]
loss: 0.00015772568594369486
pde_losses: [1.7239362068265006e-7, 3.238044903223207e-7]
bcs_losses: [3.652538542752552e-5, 1.7167015589804167e-6, 6.492309260134918e-5, 8.392316965641236e-6, 3.446218205504835e-5, 1.1209809224145188e-5]
loss: 0.00015690499123844804
pde_losses: [1.27023036255741e-7, 1.7733141883884558e-7]
bcs_losses: [3.630254265109483e-5, 1.8659180335818145e-6, 6.505344408935168e-5, 7.839632758055402e-6, 3.436781797255779e-5, 1.1171281278711982e-5]
loss: 0.00015622359604269172
pde_losses: [2.4844968259415194e-7, 1.8520784117574793e-7]
bcs_losses: [3.590286341154466e-5, 1.8856530602359605e-6, 6.547252912791648e-5, 7.5590537465107514e-6, 3.414499930218063e-5, 1.0824839870533314e-5]
loss: 0.00015546569887639735
pde_losses: [4.549459835219116e-7, 1.817525105024847e-7]
bcs_losses: [3.5855068694454125e-5, 1.951262887332838e-6, 6.559164707874444e-5, 7.404264696882412e-6, 3.353267666847539e-5, 1.049408035648373e-5]
loss: 0.00015478039764145755
pde_losses: [2.7848932471294995e-7, 1.9148955551047775e-7]
bcs_losses: [3.5603043314200796e-5, 1.9996924014638403e-6, 6.554450352623196e-5, 7.156183352631527e-6, 3.368815183017625e-5, 1.0318844336529755e-5]
loss: 0.0001538435782989756
pde_losses: [2.040511925738322e-7, 3.7069520088667516e-7]
bcs_losses: [3.5090458228307815e-5, 2.2519006075528065e-6, 6.55410637518307e-5, 6.9586176101972925e-6, 3.358851064629464e-5, 9.83828106133183e-6]
loss: 0.00015346076932475729
pde_losses: [2.1171695280919003e-7, 3.2562481810382547e-7]
bcs_losses: [3.492234076289923e-5, 2.349705207603729e-6, 6.547415023715234e-5, 6.947245559842432e-6, 3.3525507918892765e-5, 9.704477867453777e-6]
loss: 0.00015312516012509802
pde_losses: [1.639080940592476e-7, 2.7346479101439684e-7]
bcs_losses: [3.474570885103734e-5, 2.265794142063179e-6, 6.558934855141932e-5, 7.063716018367246e-6, 3.337211172801895e-5, 9.651107949118309e-6]
loss: 0.00015283573826173404
pde_losses: [1.447680505226584e-7, 2.49463551612222e-7]
bcs_losses: [3.4394248963759855e-5, 2.2244810206024876e-6, 6.606371029770617e-5, 7.012309327007299e-6, 3.3324963895102476e-5, 9.421793155420877e-6]
loss: 0.00015246974712099286
pde_losses: [2.0487967033756533e-7, 1.9772258411964182e-7]
bcs_losses: [3.424313703444144e-5, 2.090980252460397e-6, 6.634509651212182e-5, 7.154491123114138e-6, 3.2812634065497e-5, 9.420805878900851e-6]
loss: 0.00015214285079162313
pde_losses: [1.2583198227473688e-7, 1.5301030721876857e-7]
bcs_losses: [3.420503522763021e-5, 1.99965818112628e-6, 6.660241444498683e-5, 7.284653147353154e-6, 3.250981811346953e-5, 9.262429387563629e-6]
loss: 0.0001519335547215273
pde_losses: [6.736043084137041e-8, 1.694817013195201e-7]
bcs_losses: [3.409342138622796e-5, 2.0137309421629197e-6, 6.681304552830713e-5, 7.4797418289043816e-6, 3.212793752683893e-5, 9.16883537692511e-6]
loss: 0.00015161728901756777
pde_losses: [1.5449834654461497e-7, 2.5988995970148266e-7]
bcs_losses: [3.382376130266682e-5, 2.044302720429529e-6, 6.689502312369572e-5, 7.467697030682153e-6, 3.195814216136506e-5, 9.01397437248237e-6]
loss: 0.0001512288926345073
pde_losses: [1.393798176786277e-7, 1.9011107178445648e-7]
bcs_losses: [3.330614066279582e-5, 2.020352925420542e-6, 6.696360710024558e-5, 7.548773282526627e-6, 3.222139910956662e-5, 8.839128664489029e-6]
loss: 0.00015090198220290652
pde_losses: [1.5796181428048023e-7, 1.3472357730611062e-7]
bcs_losses: [3.2904813898522745e-5, 2.1046005391109915e-6, 6.653758446306919e-5, 7.737878157965377e-6, 3.257949198857087e-5, 8.744927764080738e-6]
loss: 0.00015064337787860916
pde_losses: [1.2423609785635323e-7, 1.5148355841466156e-7]
bcs_losses: [3.259919714986633e-5, 2.2125247506976678e-6, 6.645105340064524e-5, 7.685085844014008e-6, 3.282374033560019e-5, 8.596056741514718e-6]
loss: 0.00015026765102985108
pde_losses: [9.818182381160493e-8, 2.448156129361075e-7]
bcs_losses: [3.273006600339965e-5, 2.3910784804812406e-6, 6.600224775278676e-5, 7.604424489012973e-6, 3.2660427509783104e-5, 8.536409357639643e-6]
loss: 0.00015002841493937845
pde_losses: [9.821435565978535e-8, 1.8871538829308103e-7]
bcs_losses: [3.285914145679467e-5, 2.6113145521252543e-6, 6.569118343695725e-5, 7.718477942627083e-6, 3.244158945552011e-5, 8.419778351401225e-6]
loss: 0.00014975324347936506
pde_losses: [1.4629648351278687e-7, 1.8202390881047485e-7]
bcs_losses: [3.303428900426288e-5, 2.7122393683112233e-6, 6.534112966060839e-5, 7.73371691968494e-6, 3.217595503976031e-5, 8.427593094414066e-6]
loss: 0.00014954120077319955
pde_losses: [1.0419394764983999e-7, 1.6441290480953088e-7]
bcs_losses: [3.320552850826086e-5, 2.8983343728122424e-6, 6.483674283986922e-5, 7.635728652971982e-6, 3.214435934546572e-5, 8.551900201360162e-6]
loss: 0.0001493524580879289
pde_losses: [8.439218178222025e-8, 1.6340591951568316e-7]
bcs_losses: [3.34762210102048e-5, 2.850426986460306e-6, 6.452635518220172e-5, 7.630464017840695e-6, 3.198912743028711e-5, 8.632065359636367e-6]
loss: 0.0001492034226191675
pde_losses: [3.918871053645759e-8, 1.8770693128710776e-7]
bcs_losses: [3.3561889200751204e-5, 2.9317390240629506e-6, 6.418271244131046e-5, 7.604638353998886e-6, 3.2002027919059645e-5, 8.693520038160788e-6]
loss: 0.0001490750602614074
pde_losses: [7.4439903243566e-8, 1.7250706382926877e-7]
bcs_losses: [3.354212092955128e-5, 2.9732570513721665e-6, 6.39278096720152e-5, 7.62374880876052e-6, 3.198128049613354e-5, 8.77989633650183e-6]
loss: 0.00014892976752143428
pde_losses: [5.5435084448065606e-8, 1.4745521331283581e-7]
bcs_losses: [3.352070493581565e-5, 2.9297130400864668e-6, 6.368333867990168e-5, 7.676592604897802e-6, 3.206224141954785e-5, 8.854286543423963e-6]
loss: 0.00014882359317581624
pde_losses: [8.625708610967024e-8, 1.6903720616738225e-7]
bcs_losses: [3.356816856004198e-5, 2.935254006721863e-6, 6.34016176206529e-5, 7.655287548409105e-6, 3.201794338860602e-5, 8.990027759107313e-6]
loss: 0.00014869464862241714
pde_losses: [4.6597932402530805e-8, 1.3776068832264082e-7]
bcs_losses: [3.3478828919812476e-5, 2.991340561336985e-6, 6.31592323848904e-5, 7.691862876737465e-6, 3.215106821152111e-5, 9.037957047393538e-6]
loss: 0.00014855948503047795
pde_losses: [5.11035497262366e-8, 1.4479592239088572e-7]
bcs_losses: [3.35241483578571e-5, 3.1153369873013134e-6, 6.258904111566813e-5, 7.605310309820384e-6, 3.2316089262747564e-5, 9.213659524966336e-6]
loss: 0.00014844465412641194
pde_losses: [4.557736981443178e-8, 1.7721367861595295e-7]
bcs_losses: [3.350854277916849e-5, 3.1088916954601494e-6, 6.224626689500707e-5, 7.519202895387857e-6, 3.250625178905434e-5, 9.332707023903638e-6]
loss: 0.00014834551053207802
pde_losses: [4.887741384379708e-8, 1.733767870006757e-7]
bcs_losses: [3.3482268360143503e-5, 3.057230088696989e-6, 6.195409618689952e-5, 7.441884554791114e-6, 3.271813963730646e-5, 9.46963750339594e-6]
loss: 0.00014813722256048922
pde_losses: [3.616622066260959e-8, 2.1898535896446046e-7]
bcs_losses: [3.329778758413152e-5, 3.0603556484345216e-6, 6.170336521617138e-5, 7.374130179950231e-6, 3.284176925455526e-5, 9.60466309761922e-6]
loss: 0.00014730898917009248
pde_losses: [1.912527862078697e-7, 3.182783425911399e-7]
bcs_losses: [3.259125640711841e-5, 3.192006733493958e-6, 6.044330287219906e-5, 7.082575585321829e-6, 3.3303674891539175e-5, 1.0186641551621046e-5]
loss: 0.0001459928425023702
pde_losses: [4.157228926861228e-7, 6.292553707849191e-7]
bcs_losses: [3.181068247093352e-5, 2.9499549727351317e-6, 5.9219492197074056e-5, 6.5881747429789185e-6, 3.329200098628867e-5, 1.1087558868888854e-5]
loss: 0.00014551993976851796
pde_losses: [3.51558044835801e-7, 5.911828121030541e-7]
bcs_losses: [3.1551071497159033e-5, 2.968738735730195e-6, 5.8783558113934235e-5, 6.496694405663564e-6, 3.338611619537731e-5, 1.139101996371478e-5]
loss: 0.00014408055131517016
pde_losses: [3.138990501949967e-7, 4.782196291257872e-7]
bcs_losses: [3.091374943201064e-5, 3.187139730893142e-6, 5.768263796849526e-5, 6.2258885384686495e-6, 3.322634901613908e-5, 1.2052667949842595e-5]
loss: 0.00014232357354590548
pde_losses: [3.8342449863801834e-7, 4.028851616702185e-7]
bcs_losses: [3.0153332188034642e-5, 3.3833843623726372e-6, 5.649197844419918e-5, 5.917952769259838e-6, 3.2698620536644344e-5, 1.2891995585086617e-5]
loss: 0.00014101025036996216
pde_losses: [8.702740125280727e-8, 3.6162702208966266e-7]
bcs_losses: [2.9287169844755345e-5, 3.5312206883285893e-6, 5.62486458877115e-5, 5.788605627170555e-6, 3.2596837466973744e-5, 1.3109116431679938e-5]
loss: 0.00014036073679101304
pde_losses: [2.135963217418379e-7, 3.0595912015647833e-7]
bcs_losses: [2.8975444628424007e-5, 3.503047899334845e-6, 5.5289706813693144e-5, 5.615858102032605e-6, 3.2612606105588766e-5, 1.3844517800041361e-5]
loss: 0.00014004882226579293
pde_losses: [2.3266977818006104e-7, 2.7817843231200363e-7]
bcs_losses: [2.8927899628792816e-5, 3.4148098814822896e-6, 5.503137752904676e-5, 5.56498411206107e-6, 3.2520706809378096e-5, 1.4078196094539849e-5]
loss: 0.0001393657267608815
pde_losses: [1.814220975547192e-7, 3.364405012450061e-7]
bcs_losses: [2.830055640763625e-5, 3.2638753847495033e-6, 5.430882988375455e-5, 5.480681139163639e-6, 3.264066971991268e-5, 1.4853251626865174e-5]
loss: 0.00013886201989518
pde_losses: [2.5254029516622764e-7, 3.0687368220671867e-7]
bcs_losses: [2.8084365281077918e-5, 3.2791826325341085e-6, 5.3631728717585855e-5, 5.435727141492248e-6, 3.2605159486432365e-5, 1.5266442658684555e-5]
loss: 0.00013812697534080706
pde_losses: [1.877225392032035e-7, 4.778942547459395e-7]
bcs_losses: [2.7640191910402208e-5, 3.3590992786620993e-6, 5.26302412358868e-5, 5.6179235915839536e-6, 3.267838587641961e-5, 1.5535516653903233e-5]
loss: 0.00013754746948451785
pde_losses: [7.013331980128142e-8, 2.7481180343591464e-7]
bcs_losses: [2.7451836968834068e-5, 3.217653387486609e-6, 5.219048477032638e-5, 5.596667275488537e-6, 3.271665028940069e-5, 1.602923166974434e-5]
loss: 0.00013709382887035188
pde_losses: [6.375465654208935e-8, 1.9126855778140271e-7]
bcs_losses: [2.7298716914181688e-5, 3.4166897285868183e-6, 5.1325366791928035e-5, 5.676908184420246e-6, 3.2432659937908876e-5, 1.668846409900273e-5]
loss: 0.00013679514795555904
pde_losses: [1.529973746279251e-7, 1.6451748801884268e-7]
bcs_losses: [2.7320611627370752e-5, 3.69536005136349e-6, 5.084833968234132e-5, 5.757061445963148e-6, 3.2110089889991686e-5, 1.6746170395881885e-5]
loss: 0.00013655710879802431
pde_losses: [1.5454798842546557e-7, 1.8007155814611976e-7]
bcs_losses: [2.714403718454455e-5, 3.7308186774539735e-6, 5.0378749473386765e-5, 5.871086232721554e-6, 3.2068690999808126e-5, 1.702910668353775e-5]
loss: 0.00013604268778235668
pde_losses: [7.818491988038184e-8, 1.9143641955729212e-7]
bcs_losses: [2.6680451438206836e-5, 3.709449187537248e-6, 5.0200105101529734e-5, 6.096688598190691e-6, 3.193797130214218e-5, 1.7148400815312332e-5]
loss: 0.00013556180521034287
pde_losses: [1.0055247639386915e-7, 2.7143446212744683e-7]
bcs_losses: [2.6522054995878444e-5, 3.496893327025582e-6, 4.985872465243177e-5, 6.1288285157495215e-6, 3.175988327128601e-5, 1.7423433509450243e-5]
loss: 0.0001352058931841752
pde_losses: [1.1062432887198867e-7, 2.777015855661916e-7]
bcs_losses: [2.639327920844312e-5, 3.3321017068318858e-6, 4.935630052227943e-5, 6.3263228924576506e-6, 3.1644441641923794e-5, 1.7765121297801115e-5]
loss: 0.0001349678270430549
pde_losses: [6.581754178070081e-8, 2.9458806655941054e-7]
bcs_losses: [2.631402559637025e-5, 3.308496347574326e-6, 4.936612439061455e-5, 6.340354513094508e-6, 3.1570118687885574e-5, 1.7708301899175578e-5]
loss: 0.00013477414647104446
pde_losses: [8.028550884243027e-8, 2.3416946484261188e-7]
bcs_losses: [2.6166449496183513e-5, 3.2823888716909435e-6, 4.919989825963218e-5, 6.385577878934264e-6, 3.152978968437801e-5, 1.7895587306540498e-5]
loss: 0.00013448899629450245
pde_losses: [1.6511592844587757e-7, 2.3043709389545902e-7]
bcs_losses: [2.6100075813662837e-5, 3.120982831826561e-6, 4.8918279848430977e-5, 6.289588048928795e-6, 3.153317595391211e-5, 1.8131340775399835e-5]
loss: 0.00013429664212101289
pde_losses: [7.379429259499507e-8, 1.9876778408594908e-7]
bcs_losses: [2.6158399007487304e-5, 3.0744129739364132e-6, 4.864116591454028e-5, 6.266545098169402e-6, 3.1488400526644925e-5, 1.8395156523553632e-5]
loss: 0.0001340853677399124
pde_losses: [1.22985730033433e-7, 1.6610515347460811e-7]
bcs_losses: [2.6289681488714034e-5, 2.972252222291455e-6, 4.8796760444632474e-5, 6.138590203026193e-6, 3.13186445382435e-5, 1.8280347959496693e-5]
loss: 0.00013380687645556994
pde_losses: [8.982036035162859e-8, 2.190627131147721e-7]
bcs_losses: [2.6421337368023054e-5, 2.9331876755873564e-6, 4.878884066582284e-5, 6.108048272177457e-6, 3.109156070455133e-5, 1.8155018695941508e-5]
loss: 0.0001335287257192713
pde_losses: [9.314126044043841e-8, 2.591865831700439e-7]
bcs_losses: [2.6451350387831804e-5, 2.8069471394241477e-6, 4.8944891685923196e-5, 6.1018309534122955e-6, 3.089933040608421e-5, 1.7972047302985168e-5]
loss: 0.0001331284363935263
pde_losses: [1.1944620798712754e-7, 3.3276375542988906e-7]
bcs_losses: [2.630338226343087e-5, 2.884346924255716e-6, 4.9383994131900476e-5, 5.956202041399906e-6, 3.072902013434372e-5, 1.7419280934778594e-5]
loss: 0.00013252839417776942
pde_losses: [1.5867359012919553e-7, 2.4464487253749777e-7]
bcs_losses: [2.6251821174427105e-5, 2.797078046439361e-6, 4.980705293110767e-5, 5.943214243172911e-6, 3.0429625221748048e-5, 1.6896284098207635e-5]
loss: 0.0001320961021086499
pde_losses: [1.8252586599161146e-7, 1.8104604677296338e-7]
bcs_losses: [2.632343522723614e-5, 2.925564792064215e-6, 4.973313176382962e-5, 6.045149662480345e-6, 3.021266828285438e-5, 1.649258046742067e-5]
loss: 0.0001317932853390252
pde_losses: [2.3480761520931987e-7, 1.5189404797587826e-7]
bcs_losses: [2.6259606351390993e-5, 2.933226464613325e-6, 4.992034614509113e-5, 6.041932775496047e-6, 3.0238647485898547e-5, 1.6012824453349986e-5]
loss: 0.00013152449472029508
pde_losses: [1.0424957137279039e-7, 1.497122323135475e-7]
bcs_losses: [2.643723856216344e-5, 2.8515270100459533e-6, 4.991912274183381e-5, 6.0526800182160525e-6, 3.0234885602096494e-5, 1.5775078982253006e-5]
loss: 0.00013133854382155882
pde_losses: [7.697323569730025e-8, 1.570025277968828e-7]
bcs_losses: [2.6582087047847843e-5, 2.812397125415623e-6, 4.9663177330188635e-5, 6.070121107830581e-6, 3.024387283551896e-5, 1.573291261126299e-5]
loss: 0.0001312244077353793
pde_losses: [5.06019429884332e-8, 1.4537511962742367e-7]
bcs_losses: [2.6715298290480557e-5, 2.6688275142234514e-6, 4.953138805869729e-5, 6.102379333308046e-6, 3.0414043416627624e-5, 1.5596494059426503e-5]
loss: 0.000131156642374519
pde_losses: [8.126302551935669e-8, 1.538218624345128e-7]
bcs_losses: [2.672968827012646e-5, 2.591872135605553e-6, 4.9631722816394805e-5, 6.064908791136611e-6, 3.0388875887282592e-5, 1.551448958601912e-5]
loss: 0.00013106334754912682
pde_losses: [9.229668825474067e-8, 1.7576285627799626e-7]
bcs_losses: [2.6749845382182403e-5, 2.456131453257617e-6, 4.9651008910069246e-5, 6.029411104667009e-6, 3.041455481824287e-5, 1.5494336336174946e-5]
loss: 0.00013092234451322183
pde_losses: [1.27638526379972e-7, 1.8665038494177335e-7]
bcs_losses: [2.661435539804016e-5, 2.324258914685702e-6, 4.969961076699431e-5, 6.027006972394788e-6, 3.05558380041081e-5, 1.5386985545677004e-5]
loss: 0.00013056984203206753
pde_losses: [1.404926080159821e-7, 1.914315210544112e-7]
bcs_losses: [2.6474815113927985e-5, 1.9904980558188882e-6, 4.9915348074938215e-5, 5.944607333893128e-6, 3.0604070545963474e-5, 1.530857877845544e-5]
loss: 0.00013008542235755672
pde_losses: [1.328797147036614e-7, 1.9943328961631388e-7]
bcs_losses: [2.6101632690658324e-5, 1.7345028380154427e-6, 5.03571396573102e-5, 5.934121245227222e-6, 3.067211971963532e-5, 1.4953593202390253e-5]
loss: 0.00012958131061048848
pde_losses: [2.0033276558665268e-7, 1.308866579757745e-7]
bcs_losses: [2.5689170470482596e-5, 1.4674096425427386e-6, 5.06298967868614e-5, 5.9223855038521624e-6, 3.073542846755257e-5, 1.4805800315634596e-5]
loss: 0.00012839885155624888
pde_losses: [5.49755526395249e-7, 3.461796446659844e-7]
bcs_losses: [2.510218082481759e-5, 1.2610229487096943e-6, 5.0908093410428224e-5, 5.707037711517284e-6, 3.0490224046640105e-5, 1.403435744307472e-5]
loss: 0.00012702206222366293
pde_losses: [5.456906433530001e-7, 3.0748753037804276e-7]
bcs_losses: [2.476436579230294e-5, 9.952844136674157e-7, 5.121414595897549e-5, 5.773206088716881e-6, 3.0161228543749085e-5, 1.3260653252520069e-5]
loss: 0.00012538074080611586
pde_losses: [2.2405432257168298e-7, 3.6304476886651384e-7]
bcs_losses: [2.4905998718824156e-5, 1.1925482426553419e-6, 5.135415361623995e-5, 6.105225857534729e-6, 2.955242320378827e-5, 1.1683292075635196e-5]
loss: 0.00012432764838250402
pde_losses: [6.255209120954123e-7, 4.555876604828461e-7]
bcs_losses: [2.4615342782735353e-5, 9.742498489685243e-7, 5.121660765882733e-5, 6.0824885696019145e-6, 2.9470450926460702e-5, 1.0887400023331926e-5]
loss: 0.00012296589786818946
pde_losses: [3.161213668576247e-7, 4.1530147541201374e-7]
bcs_losses: [2.4857994302168682e-5, 9.221819995740795e-7, 5.0831937457057025e-5, 6.05901043837515e-6, 2.9629540962389728e-5, 9.93380986635518e-6]
loss: 0.00012198534195996278
pde_losses: [4.3693832649062516e-7, 3.872999825783416e-7]
bcs_losses: [2.454275722378629e-5, 9.961562263342186e-7, 5.027320648607407e-5, 5.953993212263711e-6, 2.957583894139249e-5, 9.819151561043035e-6]
loss: 0.00012055352249210802
pde_losses: [9.26035410058068e-7, 2.3248366216654407e-7]
bcs_losses: [2.402371646955364e-5, 8.638746337454554e-7, 5.031858502652225e-5, 6.090457474896461e-6, 2.9547015940490817e-5, 8.551353874674799e-6]
loss: 0.00011895429214938963
pde_losses: [3.7774670688291704e-7, 3.1778389948645397e-7]
bcs_losses: [2.3751144264593083e-5, 9.26103534810423e-7, 4.986393599636434e-5, 6.177442253024821e-6, 2.952691572136097e-5, 8.013219772866624e-6]
loss: 0.00011777864446416993
pde_losses: [3.1717772445517e-7, 3.9872142322724236e-7]
bcs_losses: [2.3435863368107155e-5, 8.429270193586538e-7, 4.931486404958539e-5, 6.280905780667758e-6, 2.9659117520785128e-5, 7.529067577983438e-6]
loss: 0.00011703254445399961
pde_losses: [1.7075540052293137e-7, 1.778605560659508e-7]
bcs_losses: [2.3248169083953305e-5, 9.64804509253779e-7, 4.931799461591761e-5, 6.219704642611638e-6, 2.9505367923748047e-5, 7.427887721926352e-6]
loss: 0.00011660064176663455
pde_losses: [1.0289340348501206e-7, 2.1155679618630052e-7]
bcs_losses: [2.313947803571722e-5, 9.701545992261324e-7, 4.9191262954791104e-5, 6.347179821684289e-6, 2.9407658858308296e-5, 7.2304572972361994e-6]
loss: 0.00011637921554581087
pde_losses: [1.337941431418097e-7, 1.8417893374805955e-7]
bcs_losses: [2.3043883275969997e-5, 9.58019293481693e-7, 4.927728154232821e-5, 6.4502643642498694e-6, 2.934129141175047e-5, 6.990502581140755e-6]
loss: 0.00011618024721286226
pde_losses: [4.0716319531904746e-8, 1.252690288967335e-7]
bcs_losses: [2.3019706094794756e-5, 9.715166370002455e-7, 4.926303307460864e-5, 6.495774420540028e-6, 2.9285903547277157e-5, 6.978328090212811e-6]
loss: 0.00011584709920273638
pde_losses: [7.638616819824626e-8, 1.4682353082617652e-7]
bcs_losses: [2.2916869019582622e-5, 8.928747904906577e-7, 4.9196990600675145e-5, 6.635977904260562e-6, 2.903797761581118e-5, 6.943199572891789e-6]
loss: 0.00011533190250464076
pde_losses: [1.2907316806302074e-7, 1.7959220447064434e-7]
bcs_losses: [2.290477044254024e-5, 7.165090509165608e-7, 4.874914486278251e-5, 6.92616141753926e-6, 2.8982834443671368e-5, 6.743816914657153e-6]
loss: 0.00011474613055099153
pde_losses: [1.0186153194693693e-7, 1.7076974197945045e-7]
bcs_losses: [2.278255649743992e-5, 6.108005195282326e-7, 4.8429893340628556e-5, 7.243591718327447e-6, 2.867378190099642e-5, 6.732875300144561e-6]
loss: 0.00011426060647922354
pde_losses: [5.848529757170437e-8, 1.5342414198152216e-7]
bcs_losses: [2.271195368832622e-5, 5.585642442255897e-7, 4.811568964573485e-5, 7.347221562102199e-6, 2.8565882541198293e-5, 6.749385358083167e-6]
loss: 0.00011403796954841816
pde_losses: [2.2337992383368722e-8, 1.4548766779213713e-7]
bcs_losses: [2.2639124500313912e-5, 5.023694442809775e-7, 4.7987853667948335e-5, 7.553164089112579e-6, 2.8568104540317573e-5, 6.619527646269254e-6]
loss: 0.00011384853527681103
pde_losses: [2.7116730674913808e-8, 5.108228612043376e-8]
bcs_losses: [2.255476281820586e-5, 4.520988845483204e-7, 4.789631857202526e-5, 7.61099076056774e-6, 2.851983407163757e-5, 6.736331153030922e-6]
loss: 0.00011375665849474712
pde_losses: [1.7996202248852367e-8, 4.972035947600258e-8]
bcs_losses: [2.2569366518769613e-5, 4.55108511254019e-7, 4.779979266908498e-5, 7.729114152032285e-6, 2.8500917533535493e-5, 6.634642548345874e-6]
loss: 0.00011367402719291217
pde_losses: [1.3693274889164634e-8, 4.522355408311594e-8]
bcs_losses: [2.2574171736998914e-5, 4.6348745411386585e-7, 4.786595536228308e-5, 7.763902655507792e-6, 2.835691247067557e-5, 6.590680684360653e-6]
loss: 0.0001135887692886636
pde_losses: [7.290425992556167e-9, 4.7924976863105285e-8]
bcs_losses: [2.2612922201790538e-5, 4.4907971949703415e-7, 4.7846567391673896e-5, 7.874696826831987e-6, 2.8256451573012377e-5, 6.493836173002096e-6]
loss: 0.00011347634285355837
pde_losses: [1.769565183587833e-8, 4.1111541153272604e-8]
bcs_losses: [2.2691892241537262e-5, 3.9231336584293487e-7, 4.796392386639233e-5, 7.956355839044889e-6, 2.8120684407602977e-5, 6.292365940148824e-6]
loss: 0.0001133955539171679
pde_losses: [1.0366035876272843e-8, 2.851438064998732e-8]
bcs_losses: [2.2700221763856972e-5, 3.377806240912661e-7, 4.7969339694194236e-5, 8.134127257691645e-6, 2.802571703711931e-5, 6.1894871236882056e-6]
loss: 0.000113335450604809
pde_losses: [1.240634063034511e-8, 3.18608359853631e-8]
bcs_losses: [2.273993461909766e-5, 3.1030150417341737e-7, 4.803007643994717e-5, 8.09616867014854e-6, 2.7992485546626078e-5, 6.122216648200432e-6]
loss: 0.00011329455775795579
pde_losses: [1.4257554317216182e-8, 2.246344788955998e-8]
bcs_losses: [2.2758457399236374e-5, 2.996890732115537e-7, 4.804181427298557e-5, 8.15176044845557e-6, 2.796858937277209e-5, 6.037526189087863e-6]
loss: 0.00011325467919887246
pde_losses: [1.849348896602966e-8, 2.7815479515422313e-8]
bcs_losses: [2.2752817965800502e-5, 2.965118738600675e-7, 4.807662173520105e-5, 8.130300796386473e-6, 2.793895558039904e-5, 6.0131622787439e-6]
loss: 0.00011319013568880377
pde_losses: [1.4342831562255701e-8, 3.269984437614505e-8]
bcs_losses: [2.277562525786749e-5, 2.993221353811866e-7, 4.8185423311475635e-5, 8.09688415237892e-6, 2.7871670380029406e-5, 5.914167775732731e-6]
loss: 0.00011311388492818792
pde_losses: [2.995546214505509e-8, 2.0367513912218122e-8]
bcs_losses: [2.273834256520952e-5, 3.1387761242324274e-7, 4.816820139742417e-5, 8.004608139899883e-6, 2.788431434458936e-5, 5.954217892584464e-6]
loss: 0.00011301786121859394
pde_losses: [2.1611985934362485e-8, 2.2062990547662596e-8]
bcs_losses: [2.2772742798339443e-5, 3.2354923694818085e-7, 4.828591776973084e-5, 7.961043066058505e-6, 2.7796474689847586e-5, 5.834458681187349e-6]
loss: 0.00011284650658757896
pde_losses: [1.8321116555826183e-8, 6.55630770624544e-8]
bcs_losses: [2.2792500458989274e-5, 3.41930429834377e-7, 4.844407858293556e-5, 7.859441547682264e-6, 2.771228147418509e-5, 5.61238990033411e-6]
loss: 0.000112567073710075
pde_losses: [4.862059499680122e-8, 4.250768783301216e-8]
bcs_losses: [2.28307266057115e-5, 3.0744164958653633e-7, 4.854250874500078e-5, 7.925660540061085e-6, 2.759494510646515e-5, 5.274662780420143e-6]
loss: 0.0001120322509107231
pde_losses: [1.7074764783561174e-7, 1.8366637706192654e-7]
bcs_losses: [2.2907964873974463e-5, 1.7994140822304432e-7, 4.900673976254956e-5, 7.53970911828316e-6, 2.7231257827821556e-5, 4.812223894973783e-6]
loss: 0.00011164026240889376
pde_losses: [1.081320625108396e-7, 6.412667244739952e-8]
bcs_losses: [2.2950955462619446e-5, 1.4026557331887652e-7, 4.917496639854791e-5, 7.521471641170483e-6, 2.710753916280756e-5, 4.572805435471256e-6]
loss: 0.0001109250670098547
pde_losses: [5.4582688801626594e-8, 9.791956895189085e-8]
bcs_losses: [2.3001776114319993e-5, 8.016123825585698e-8, 4.928653431859892e-5, 7.0452287566933545e-6, 2.70032422122089e-5, 4.355622112024163e-6]
loss: 0.00011059784030375235
pde_losses: [6.762940796559217e-8, 3.414178667702512e-8]
bcs_losses: [2.3191820508698977e-5, 9.7398154342372e-8, 4.953106001356595e-5, 6.681687741336029e-6, 2.6769712903788036e-5, 4.22438978737837e-6]
loss: 0.00011032912382863236
pde_losses: [3.518400509766542e-8, 8.1255809771371e-8]
bcs_losses: [2.3249557245524396e-5, 1.1649974898503205e-7, 4.950502685028841e-5, 6.3568650848368525e-6, 2.6757767890454214e-5, 4.2269671936743986e-6]
loss: 0.00011019978463446464
pde_losses: [2.5624475022603006e-8, 5.414898677723869e-8]
bcs_losses: [2.331249008945153e-5, 1.2086007086363916e-7, 4.9603059310076455e-5, 6.199946993346005e-6, 2.669776919401758e-5, 4.185885514909584e-6]
loss: 0.0001100648644788985
pde_losses: [3.815868618230321e-8, 8.562095792222569e-8]
bcs_losses: [2.3363107718639946e-5, 1.2004608583252595e-7, 4.9716866242622456e-5, 6.062423777271481e-6, 2.6518191227607187e-5, 4.160449782820375e-6]
loss: 0.00010983582030300653
pde_losses: [8.846775808317667e-8, 7.360907395848384e-8]
bcs_losses: [2.3323166710398192e-5, 1.563145022259405e-7, 4.9855494019092876e-5, 5.7840334080175e-6, 2.6456145603115016e-5, 4.098589228115347e-6]
loss: 0.00010958919976875645
pde_losses: [4.5923670813259555e-8, 1.0879926862820262e-7]
bcs_losses: [2.328151056167076e-5, 1.811920454997033e-7, 4.988888328423347e-5, 5.622663353165114e-6, 2.637631157151986e-5, 4.08391601322609e-6]
loss: 0.0001090507078978549
pde_losses: [1.5980451733425e-7, 1.1599198964606371e-7]
bcs_losses: [2.3272706077006155e-5, 1.9497599249905173e-7, 4.996524674474759e-5, 5.187411782688759e-6, 2.6084502700796673e-5, 4.070068093136349e-6]
loss: 0.00010842588319255513
pde_losses: [1.2435247055503585e-7, 2.145844424220775e-7]
bcs_losses: [2.3226342141286745e-5, 1.328664891437769e-7, 4.983348950167119e-5, 4.948860198537503e-6, 2.5913136200140254e-5, 4.0322517487985405e-6]
loss: 0.00010780696643596338
pde_losses: [2.5151441233579835e-7, 6.598645946644225e-8]
bcs_losses: [2.326489263006596e-5, 1.1680959220000843e-7, 4.9635788943834445e-5, 4.649065639147813e-6, 2.5804998228346898e-5, 4.017910530566022e-6]
loss: 0.00010734449301778607
pde_losses: [8.928045247735859e-8, 8.625435364783123e-8]
bcs_losses: [2.322568396168514e-5, 1.45305951920535e-7, 4.9097466052568995e-5, 4.731511700253947e-6, 2.5935662908316512e-5, 4.0333276369157475e-6]
loss: 0.00010708344408632172
pde_losses: [8.859861268799638e-8, 6.867252422105837e-8]
bcs_losses: [2.332616527508904e-5, 1.1143752687570073e-7, 4.898993675138078e-5, 4.573474742876985e-6, 2.5930043632868603e-5, 3.995115020321562e-6]
loss: 0.00010681832477479262
pde_losses: [4.884797595344457e-8, 4.113273232156935e-8]
bcs_losses: [2.3377274531181947e-5, 1.291450026255723e-7, 4.882947980364683e-5, 4.5715098051080815e-6, 2.5715772447234205e-5, 4.1051624767209774e-6]
loss: 0.00010667907531126607
pde_losses: [3.456706069394452e-8, 1.4369885955190968e-8]
bcs_losses: [2.350334384056641e-5, 1.1592588286372345e-7, 4.897693100599149e-5, 4.530577460486302e-6, 2.539729889433012e-5, 4.106061280378875e-6]
loss: 0.00010655356586705613
pde_losses: [3.6938858478944985e-8, 2.2388441012902903e-8]
bcs_losses: [2.377288594813999e-5, 1.1699538382351196e-7, 4.902490649277668e-5, 4.443670199904411e-6, 2.5022210815342104e-5, 4.113569727577579e-6]
loss: 0.00010646092905604051
pde_losses: [2.5959246495669824e-8, 1.286318494122474e-8]
bcs_losses: [2.388122359145305e-5, 1.0858171806918543e-7, 4.9139897709133604e-5, 4.424959764983161e-6, 2.4807891987809544e-5, 4.059551853155088e-6]
loss: 0.0001063874100440283
pde_losses: [3.575093804091069e-8, 7.468033495980536e-9]
bcs_losses: [2.4089309224466026e-5, 1.1491346522392254e-7, 4.919483247190977e-5, 4.3787181581429395e-6, 2.4533224997011518e-5, 4.033192755737234e-6]
loss: 0.00010627506861000709
pde_losses: [3.4859259096969934e-8, 2.4240338177861397e-8]
bcs_losses: [2.420499752822265e-5, 1.1839334459501805e-7, 4.9241791906107426e-5, 4.343852754142685e-6, 2.4307448617880694e-5, 3.9994848617837905e-6]
loss: 0.00010610022383786699
pde_losses: [4.089471712054917e-8, 1.6482100388299855e-8]
bcs_losses: [2.445323656949184e-5, 1.1350496857533487e-7, 4.922872313337956e-5, 4.309317036590044e-6, 2.3985509628264036e-5, 3.9525556840573075e-6]
loss: 0.00010580966792914658
pde_losses: [1.0566552861112608e-7, 7.822933902664855e-8]
bcs_losses: [2.4444491393355983e-5, 9.535180046046146e-8, 4.885320471082675e-5, 4.432928374646365e-6, 2.3820802258546378e-5, 3.978994523672872e-6]
loss: 0.00010567424395828567
pde_losses: [7.98386448667904e-8, 8.233713219685555e-8]
bcs_losses: [2.4611252805448313e-5, 8.949768337916637e-8, 4.876518718853396e-5, 4.454769453388308e-6, 2.35969207719036e-5, 3.994440278568679e-6]
loss: 0.00010541386299703977
pde_losses: [1.039340717914602e-7, 5.818189984042263e-8]
bcs_losses: [2.442496414943458e-5, 8.495043015858609e-8, 4.847303904636725e-5, 4.6503889681973165e-6, 2.3572159473443833e-5, 4.046244957806324e-6]
loss: 0.00010525835848534784
pde_losses: [5.409129353317106e-8, 9.151481077394238e-8]
bcs_losses: [2.4249119616610024e-5, 8.840564376857011e-8, 4.814168454044077e-5, 4.851451259309692e-6, 2.367523658618103e-5, 4.106854734730633e-6]
loss: 0.00010504805136054222
pde_losses: [4.553085194021294e-8, 4.885692923984628e-8]
bcs_losses: [2.40374705561828e-5, 9.714417000434796e-8, 4.782738852972967e-5, 4.981788250904091e-6, 2.3849968102137377e-5, 4.159903970403877e-6]
loss: 0.00010490652617072857
pde_losses: [8.859892208453018e-8, 5.219058005823566e-8]
bcs_losses: [2.3896167720746203e-5, 7.51631532155661e-8, 4.761167681146245e-5, 5.1771284495660434e-6, 2.3757224265170453e-5, 4.248376268425105e-6]
loss: 0.00010467749847002559
pde_losses: [7.266034053741681e-8, 5.0152671004302626e-8]
bcs_losses: [2.3549194510939254e-5, 5.672315027681761e-8, 4.760519979247998e-5, 5.3367937635073285e-6, 2.372214089270546e-5, 4.28463334857501e-6]
loss: 0.00010434381171655957
pde_losses: [9.570712365430747e-8, 3.749095129784249e-8]
bcs_losses: [2.3421797724706775e-5, 5.3435197762216615e-8, 4.732516804400968e-5, 5.5634642023477686e-6, 2.34223030396835e-5, 4.424445433097478e-6]
loss: 0.00010388605788371437
pde_losses: [6.187099023234322e-8, 5.20697628979336e-8]
bcs_losses: [2.2927837034972753e-5, 4.459378495062479e-8, 4.7279427708056464e-5, 5.8805593099089584e-6, 2.3041122208395955e-5, 4.598577084299347e-6]
loss: 0.00010361861737000142
pde_losses: [6.71974348107639e-8, 5.89827857147559e-8]
bcs_losses: [2.259196062071691e-5, 4.508336023973358e-8, 4.733770687424778e-5, 6.1081451433608055e-6, 2.272510988477957e-5, 4.684431266131114e-6]
loss: 0.00010347276058788139
pde_losses: [4.055236020862204e-8, 7.562649372853897e-8]
bcs_losses: [2.249476382049701e-5, 4.899188529498706e-8, 4.742063923594405e-5, 6.10147125629581e-6, 2.261426140076911e-5, 4.67645413514325e-6]
loss: 0.00010331780353602419
pde_losses: [3.24457511059279e-8, 3.7005463168090265e-8]
bcs_losses: [2.2349470821947885e-5, 4.9272369446361926e-8, 4.7389007608453204e-5, 6.218932745015096e-6, 2.2425527711541982e-5, 4.816141065345638e-6]
loss: 0.00010318367648692445
pde_losses: [1.4806888964721496e-8, 6.470381306981962e-8]
bcs_losses: [2.22303555525849e-5, 5.060489040741853e-8, 4.7367394247597265e-5, 6.280053789872756e-6, 2.226090581976653e-5, 4.914851484661036e-6]
loss: 0.00010306240779135424
pde_losses: [2.9766674164265553e-8, 6.49615384558908e-8]
bcs_losses: [2.2164269189115165e-5, 6.304272200206175e-8, 4.732486575196377e-5, 6.308920920023673e-6, 2.2097770076012982e-5, 5.0088109196164305e-6]
loss: 0.00010298104390960751
pde_losses: [3.214960971951558e-8, 5.315281581012098e-8]
bcs_losses: [2.209592441230323e-5, 7.58950044482506e-8, 4.726953068309079e-5, 6.2919581509964615e-6, 2.213685437117706e-5, 5.025578862062096e-6]
loss: 0.00010290036713342486
pde_losses: [3.685286794326199e-8, 4.6462945047252616e-8]
bcs_losses: [2.203652339282164e-5, 7.679700330384669e-8, 4.7251243999278903e-5, 6.366361783900029e-6, 2.1980544028475426e-5, 5.105581112654515e-6]
loss: 0.00010281379074078937
pde_losses: [3.187984619759325e-8, 3.6041525422556173e-8]
bcs_losses: [2.2068246295097726e-5, 6.186011313331905e-8, 4.7346627559280445e-5, 6.308530463118776e-6, 2.1868308161860868e-5, 5.092296776678078e-6]
loss: 0.00010275205968870855
pde_losses: [1.97280803084033e-8, 3.403190937794873e-8]
bcs_losses: [2.202850865446094e-5, 5.2579417084628e-8, 4.726887961799522e-5, 6.44379929360604e-6, 2.1723019659837596e-5, 5.181513056037761e-6]
loss: 0.0001027121568300527
pde_losses: [1.570269420414214e-8, 2.8715904014780893e-8]
bcs_losses: [2.203330770791594e-5, 4.2594484819584957e-8, 4.7333254233255e-5, 6.481763731877529e-6, 2.1619380827075615e-5, 5.1574372468901035e-6]
loss: 0.00010267982702697908
pde_losses: [1.5298690450037605e-8, 2.036529497661461e-8]
bcs_losses: [2.198472874384516e-5, 4.192534199086528e-8, 4.739490130542026e-5, 6.537258631049413e-6, 2.1454675086684235e-5, 5.230673932562495e-6]
loss: 0.00010263581779556341
pde_losses: [1.634273544191977e-8, 3.969953229732114e-8]
bcs_losses: [2.2047751423414476e-5, 4.0705990798484934e-8, 4.743605941826111e-5, 6.498019527522277e-6, 2.1310228153642525e-5, 5.247011014185301e-6]
loss: 0.00010255496146759889
pde_losses: [3.725654582866352e-8, 1.9786715546145575e-8]
bcs_losses: [2.2021960656404853e-5, 3.935839836246716e-8, 4.741322491676043e-5, 6.543808518102048e-6, 2.108765179171433e-5, 5.391913924879949e-6]
loss: 0.00010241688535159023
pde_losses: [2.8035551348572503e-8, 6.484112091110689e-8]
bcs_losses: [2.17998679026639e-5, 3.81658886943177e-8, 4.737439288547156e-5, 6.576469401382971e-6, 2.0913595725096353e-5, 5.62151687602147e-6]
loss: 0.00010217291881899295
pde_losses: [4.934560013417273e-8, 1.098994386135881e-7]
bcs_losses: [2.1703249346646912e-5, 3.405199757976708e-8, 4.7288564490010764e-5, 6.298196336537739e-6, 2.072878948113538e-5, 5.960822128334606e-6]
loss: 0.00010202422941495123
pde_losses: [2.3639876126408053e-8, 8.017140279181095e-8]
bcs_losses: [2.1564663319267486e-5, 2.988986166884009e-8, 4.709378653882164e-5, 6.392483606371102e-6, 2.0551012674285063e-5, 6.288582135618896e-6]
loss: 0.00010189000115993765
pde_losses: [3.013397137496244e-8, 1.0416773195036758e-7]
bcs_losses: [2.1465132705977116e-5, 2.9401322344264084e-8, 4.6865376232355376e-5, 6.392613535125412e-6, 2.0574014669325054e-5, 6.429160991485099e-6]
loss: 0.0001017895489232967
pde_losses: [2.484891368057556e-8, 7.994841405040902e-8]
bcs_losses: [2.145501232314788e-5, 3.1616167126109806e-8, 4.685450163269718e-5, 6.309324949759974e-6, 2.03670807241072e-5, 6.667215798727362e-6]
loss: 0.00010168836671629437
pde_losses: [4.116826355463282e-8, 1.1875507830298093e-7]
bcs_losses: [2.1525657632454503e-5, 4.0657621851261886e-8, 4.6754242001023096e-5, 6.168607367792165e-6, 2.0404231256088213e-5, 6.635047495227507e-6]
loss: 0.00010160828544234837
pde_losses: [5.8764075171554364e-8, 1.1241430034330654e-7]
bcs_losses: [2.1530538594351002e-5, 4.788389291813767e-8, 4.676716282334753e-5, 6.099189643272521e-6, 2.027048462028441e-5, 6.7218474926599035e-6]
loss: 0.00010153779513150872
pde_losses: [4.139704480056623e-8, 1.1971438749266013e-7]
bcs_losses: [2.151032435311153e-5, 5.004284339030684e-8, 4.671083946250505e-5, 6.042699255533996e-6, 2.015624521873414e-5, 6.906532565940473e-6]
loss: 0.00010134051018282955
pde_losses: [4.2150602792147095e-8, 9.555250915025953e-8]
bcs_losses: [2.1471695288823096e-5, 4.429607356607522e-8, 4.664475595427422e-5, 5.906333389054213e-6, 1.994878967450131e-5, 7.186936690668235e-6]
loss: 0.00010116093666263772
pde_losses: [3.241011329560644e-8, 1.211169034533208e-7]
bcs_losses: [2.1573277347583998e-5, 3.0719254414281075e-8, 4.6562207303112006e-5, 5.81134109631585e-6, 1.9776684691511416e-5, 7.253179952951241e-6]
loss: 0.00010101904398915927
pde_losses: [3.181064134865906e-8, 3.8432068341171575e-8]
bcs_losses: [2.1624076518940484e-5, 3.424238848554486e-8, 4.645124868629946e-5, 5.7522843665303225e-6, 1.9647546687535427e-5, 7.439402631678199e-6]
loss: 0.00010092740424704039
pde_losses: [8.074268174332548e-8, 3.567087362347037e-8]
bcs_losses: [2.162408716496271e-5, 3.0766153420425126e-8, 4.6437408530898336e-5, 5.646523947961243e-6, 1.9606880399638034e-5, 7.465324494792831e-6]
loss: 0.00010083250122443025
pde_losses: [4.282311865430447e-8, 3.6382885989709455e-8]
bcs_losses: [2.1749472625427125e-5, 3.4116736053620927e-8, 4.6312504663684966e-5, 5.535809503985244e-6, 1.9488232290799437e-5, 7.633159399835834e-6]
loss: 0.00010065203723856378
pde_losses: [4.357204266452369e-8, 1.0525548053418568e-7]
bcs_losses: [2.1920210176635207e-5, 4.325369563798977e-8, 4.596158560313208e-5, 5.363602853497501e-6, 1.955906612777543e-5, 7.655491258686842e-6]
loss: 0.00010037625877467706
pde_losses: [7.063109221682754e-8, 9.821939393990616e-8]
bcs_losses: [2.2260083499129872e-5, 7.109017645712751e-8, 4.5800532020609264e-5, 5.241160501926566e-6, 1.911497016602817e-5, 7.719571924369328e-6]
loss: 9.981126559149335e-5
pde_losses: [2.0510500724605104e-7, 9.083900066814628e-8]
bcs_losses: [2.213170133799944e-5, 9.850122789265803e-8, 4.532935980095416e-5, 5.163965566381e-6, 1.8863401822967002e-5, 7.928391827384895e-6]
loss: 9.924567960228771e-5
pde_losses: [1.6996676000856174e-7, 8.132294776750044e-8]
bcs_losses: [2.2362694413040023e-5, 1.0508389325393305e-7, 4.510239941347054e-5, 5.014449766196125e-6, 1.83044415514114e-5, 8.105320857139632e-6]
loss: 9.895095145606401e-5
pde_losses: [1.1261219764751319e-7, 1.1003405104832965e-7]
bcs_losses: [2.216988779785615e-5, 9.781194318417736e-8, 4.494244826123101e-5, 5.0644769481629854e-6, 1.8103095193353003e-5, 8.35058506358084e-6]
loss: 9.837176376593924e-5
pde_losses: [3.683627595708132e-7, 2.0179002156815585e-7]
bcs_losses: [2.1680699117387553e-5, 7.591825461080264e-8, 4.4501764855183196e-5, 5.247716483824523e-6, 1.7662569812770327e-5, 8.63294246102387e-6]
loss: 9.809227211445432e-5
pde_losses: [2.9536789320721397e-7, 1.8956134513620104e-7]
bcs_losses: [2.159392575464724e-5, 7.830125150952628e-8, 4.435772045995039e-5, 5.260014217806656e-6, 1.7475204810299926e-5, 8.842176381897157e-6]
loss: 9.725631207049148e-5
pde_losses: [2.860435886042537e-7, 1.355826855974775e-7]
bcs_losses: [2.1071870672335606e-5, 8.510400195714052e-8, 4.394817272426881e-5, 5.409759472706158e-6, 1.6812013425726962e-5, 9.507765499295068e-6]
loss: 9.657551691091798e-5
pde_losses: [1.6044842885842377e-7, 2.077595822486802e-7]
bcs_losses: [2.0627493831030973e-5, 1.0548762468038002e-7, 4.381557250043682e-5, 5.452792205400526e-6, 1.642780794993173e-5, 9.778154788330448e-6]
loss: 9.597744759148732e-5
pde_losses: [1.188005445304028e-7, 1.472464818187099e-7]
bcs_losses: [2.0258327440089865e-5, 1.7235142934187576e-7, 4.378134169476263e-5, 5.57449260208065e-6, 1.5860036297522734e-5, 1.0064851101340438e-5]
loss: 9.559794310292663e-5
pde_losses: [1.0273620980363022e-7, 6.939529323919302e-8]
bcs_losses: [1.9736776099500823e-5, 2.1820526924576622e-7, 4.377916415463367e-5, 5.7016314060866095e-6, 1.5780737879087985e-5, 1.0209296791328947e-5]
loss: 9.529645332615544e-5
pde_losses: [1.3373336133393063e-7, 4.755673159313411e-8]
bcs_losses: [1.9391904685771678e-5, 2.6530319019925736e-7, 4.367065311156111e-5, 5.750338309023712e-6, 1.553564479440632e-5, 1.0501319142266301e-5]
loss: 9.490028426674075e-5
pde_losses: [1.8082414800059712e-7, 8.047822300584483e-8]
bcs_losses: [1.9022073015672564e-5, 3.551816591881387e-7, 4.3484861858284975e-5, 5.640032925133786e-6, 1.522289782518826e-5, 1.0913934612266585e-5]
loss: 9.462155238553427e-5
pde_losses: [1.3791908753467076e-7, 1.8829433969258826e-7]
bcs_losses: [1.881711739578109e-5, 4.0124103603960457e-7, 4.3508748887272715e-5, 5.488652689752078e-6, 1.5006855339255954e-5, 1.1072723610205555e-5]
loss: 9.429540596596537e-5
pde_losses: [1.0628629034919752e-7, 9.676665640288078e-8]
bcs_losses: [1.845552457560782e-5, 4.75221215130763e-7, 4.341217538064731e-5, 5.4715114595765425e-6, 1.4687832974154367e-5, 1.159008741409648e-5]
loss: 9.410303452700311e-5
pde_losses: [6.372372820366296e-8, 9.757962097349756e-8]
bcs_losses: [1.829346065194463e-5, 4.977205267302403e-7, 4.334064347810721e-5, 5.410409508557756e-6, 1.4659997036310444e-5, 1.1739499976175669e-5]
loss: 9.397667270738911e-5
pde_losses: [4.819976687228669e-8, 1.1415646955261298e-7]
bcs_losses: [1.8120180282263157e-5, 5.558042936031698e-7, 4.336879931204102e-5, 5.368733751341032e-6, 1.4581986713318512e-5, 1.1818812118397317e-5]
loss: 9.390197548279951e-5
pde_losses: [3.554579446456151e-8, 9.728814809258856e-8]
bcs_losses: [1.796930021622064e-5, 5.832439673378542e-7, 4.338622124142337e-5, 5.37169091434967e-6, 1.4443532891291922e-5, 1.2015152309618911e-5]
loss: 9.381907951913094e-5
pde_losses: [5.705528541827843e-8, 1.1117140844670331e-7]
bcs_losses: [1.7894518462308925e-5, 5.471692287000817e-7, 4.3393570050212264e-5, 5.391747928021574e-6, 1.4394060472635327e-5, 1.2029786683387793e-5]
loss: 9.372813479643039e-5
pde_losses: [4.0694765151366875e-8, 9.786561572996605e-8]
bcs_losses: [1.763969807281405e-5, 5.195153306861369e-7, 4.341907251604542e-5, 5.467072113927975e-6, 1.4361811968953916e-5, 1.2182404413121551e-5]
loss: 9.366383737340551e-5
pde_losses: [3.531815369808881e-8, 5.98502254870048e-8]
bcs_losses: [1.762204912286882e-5, 5.022395297385292e-7, 4.3409444354411506e-5, 5.493057310162071e-6, 1.4307225305540496e-5, 1.2234653371498979e-5]
loss: 9.358962404164995e-5
pde_losses: [7.24544136304419e-8, 6.744199664058791e-8]
bcs_losses: [1.754933528705111e-5, 5.07780639582122e-7, 4.334524118665349e-5, 5.496972736527444e-6, 1.4319835517016069e-5, 1.2230562264548695e-5]
loss: 9.349705908732385e-5
pde_losses: [6.52764115964473e-8, 1.2637825453196958e-7]
bcs_losses: [1.739456221133096e-5, 4.650227669922924e-7, 4.334334134630227e-5, 5.522815501500633e-6, 1.4409343277057349e-5, 1.2170319318011923e-5]
loss: 9.342283541862039e-5
pde_losses: [1.2393294859497397e-7, 1.4966499198998758e-7]
bcs_losses: [1.7392744210154296e-5, 4.1688765378981003e-7, 4.329847678443617e-5, 5.467085128954339e-6, 1.455431805403362e-5, 1.2019725646667195e-5]
loss: 9.319418925273367e-5
pde_losses: [7.52723894706103e-8, 1.7656542149774624e-7]
bcs_losses: [1.7177634366442898e-5, 3.2364094272806657e-7, 4.335304931013545e-5, 5.419368564960716e-6, 1.478281672269679e-5, 1.1885841534801378e-5]
loss: 9.293094671417328e-5
pde_losses: [5.602282284147824e-8, 1.0992901258643501e-7]
bcs_losses: [1.7142636935993856e-5, 2.747678957594125e-7, 4.330114374018598e-5, 5.295489515841888e-6, 1.509904732319274e-5, 1.16519094677715e-5]
loss: 9.274231989077549e-5
pde_losses: [4.509839393722188e-8, 1.0633287432553826e-7]
bcs_losses: [1.7122756568870215e-5, 2.875935907717262e-7, 4.323394074745238e-5, 5.1288990975260555e-6, 1.5387857790129838e-5, 1.1429840827762505e-5]
loss: 9.258056059232077e-5
pde_losses: [5.08740360333928e-8, 6.949378073091506e-8]
bcs_losses: [1.713238470574272e-5, 2.9987613866323784e-7, 4.321282077663325e-5, 5.00847168522153e-6, 1.547538214684028e-5, 1.133125732245546e-5]
loss: 9.236394320968444e-5
pde_losses: [8.530836579264074e-8, 6.828637734347527e-8]
bcs_losses: [1.725450306331256e-5, 2.631494387158514e-7, 4.316170285483063e-5, 4.8319975822063885e-6, 1.5785982748406347e-5, 1.0913012779076547e-5]
loss: 9.205091593622461e-5
pde_losses: [9.59740081574347e-8, 8.241042675341303e-8]
bcs_losses: [1.730026995233207e-5, 2.7229853517488557e-7, 4.3155297294262026e-5, 4.559389509775632e-6, 1.591156443827385e-5, 1.0673711771495292e-5]
loss: 9.181321238595322e-5
pde_losses: [6.561459629471651e-8, 4.334880134678435e-8]
bcs_losses: [1.7469366547540918e-5, 3.0163895285013246e-7, 4.3252412532291095e-5, 4.380055439894325e-6, 1.5969007024071394e-5, 1.0331768491663846e-5]
loss: 9.158190254733903e-5
pde_losses: [5.3547899080254865e-8, 5.155228910316178e-8]
bcs_losses: [1.735840766727256e-5, 3.5804128056462907e-7, 4.337886759608204e-5, 4.23642939071581e-6, 1.5928738678572527e-5, 1.0216317745948063e-5]
loss: 9.140476837288487e-5
pde_losses: [5.5858877911188045e-8, 7.144617860473326e-8]
bcs_losses: [1.7369393332242186e-5, 4.020017288139767e-7, 4.3461551315365386e-5, 4.137733697032708e-6, 1.5938510355759795e-5, 9.968272887154893e-6]
loss: 9.121716442464452e-5
pde_losses: [4.247764994720701e-8, 1.0854608781151998e-7]
bcs_losses: [1.732913332815275e-5, 4.7493349249230497e-7, 4.3634150142634046e-5, 4.092541202019619e-6, 1.5700610439443472e-5, 9.834772082143598e-6]
loss: 9.094397755335416e-5
pde_losses: [5.605774853692119e-8, 1.2964923547678445e-7]
bcs_losses: [1.7323547594003945e-5, 4.259717312287562e-7, 4.37991730868161e-5, 4.002874936320353e-6, 1.595640230741809e-5, 9.250300913553204e-6]
loss: 9.062986259476575e-5
pde_losses: [6.330456497563251e-8, 1.7075444729601652e-7]
bcs_losses: [1.722258567192937e-5, 4.1604734785900124e-7, 4.3969209927336025e-5, 3.968914874219573e-6, 1.5835286222585018e-5, 8.983759538565118e-6]
loss: 9.044523366188089e-5
pde_losses: [6.76461521102505e-8, 1.3155010040724031e-7]
bcs_losses: [1.722503687749582e-5, 4.1004651300009815e-7, 4.40213836413609e-5, 3.9454520288785254e-6, 1.5913196090443672e-5, 8.730922258184395e-6]
loss: 9.029918587300703e-5
pde_losses: [5.0562795933582236e-8, 7.638343845187158e-8]
bcs_losses: [1.7258389817471495e-5, 4.339364702824449e-7, 4.3952744320429065e-5, 3.931213322807648e-6, 1.5924549421501403e-5, 8.671406286129537e-6]
loss: 9.009644576794769e-5
pde_losses: [5.459740661811933e-8, 7.944099475029019e-8]
bcs_losses: [1.73677568458242e-5, 4.256013221815345e-7, 4.3959006942356504e-5, 3.877921986364705e-6, 1.6113240344673776e-5, 8.218879925178573e-6]
loss: 8.986821440182918e-5
pde_losses: [9.107427943376342e-8, 1.0397163072730388e-7]
bcs_losses: [1.7540566125267065e-5, 3.466402166255837e-7, 4.3840571765828084e-5, 3.890961777209293e-6, 1.6167761956686354e-5, 7.886666650051724e-6]
loss: 8.963708309599057e-5
pde_losses: [8.097553833508414e-8, 8.315681857953656e-8]
bcs_losses: [1.7843482811680903e-5, 3.185481815264208e-7, 4.390965430679236e-5, 3.7826382838505317e-6, 1.6308882566470573e-5, 7.309744588755169e-6]
loss: 8.944551586397836e-5
pde_losses: [6.237464513781611e-8, 6.655389833720563e-8]
bcs_losses: [1.796907310412262e-5, 3.263847360452125e-7, 4.3992521640596815e-5, 3.710695852732478e-6, 1.6350260669003666e-5, 6.9676513180025445e-6]
loss: 8.937699182837627e-5
pde_losses: [4.901275719050993e-8, 4.6445333138970645e-8]
bcs_losses: [1.8018690805255748e-5, 3.501954087615662e-7, 4.40256236950609e-5, 3.6410335279244803e-6, 1.629610668377856e-5, 6.9498836172655325e-6]
loss: 8.929713658454883e-5
pde_losses: [4.220579086092656e-8, 3.5994535940842845e-8]
bcs_losses: [1.8202985561900763e-5, 3.519221518567285e-7, 4.404636358243921e-5, 3.5806561579037214e-6, 1.635097980268337e-5, 6.686029000963259e-6]
loss: 8.926226661996748e-5
pde_losses: [2.1648164766490092e-8, 2.4067838602343805e-8]
bcs_losses: [1.830923579879799e-5, 3.5354561278357033e-7, 4.403052709077207e-5, 3.580908801332812e-6, 1.62810086933345e-5, 6.66132461957769e-6]
loss: 8.924479849855933e-5
pde_losses: [2.5400376083825967e-8, 2.611712480732619e-8]
bcs_losses: [1.8361229334012002e-5, 3.4418626729546815e-7, 4.4052039967103524e-5, 3.551176056318627e-6, 1.6303350973484812e-5, 6.581298399453743e-6]
loss: 8.922881468336947e-5
pde_losses: [2.568476430506682e-8, 2.998741303042512e-8]
bcs_losses: [1.8464012274837533e-5, 3.189516068616848e-7, 4.4056493261026174e-5, 3.539007695296678e-6, 1.6320016601874314e-5, 6.47466106613759e-6]
loss: 8.921401236170555e-5
pde_losses: [2.196741539597989e-8, 3.696410229989874e-8]
bcs_losses: [1.843011010883298e-5, 3.250436444211875e-7, 4.4080885514295555e-5, 3.5282221408887436e-6, 1.634302348775825e-5, 6.447795947812948e-6]
loss: 8.918527561292989e-5
pde_losses: [3.0799515079647374e-8, 2.787002526433711e-8]
bcs_losses: [1.847223842569879e-5, 3.44556205261946e-7, 4.412850343009677e-5, 3.4758214618514986e-6, 1.6441768086768068e-5, 6.263718462908832e-6]
loss: 8.913821724323923e-5
pde_losses: [3.115822105585345e-8, 3.3008142041115217e-8]
bcs_losses: [1.8427331170739068e-5, 3.113943361400437e-7, 4.412321380595261e-5, 3.4567052083445134e-6, 1.6566551790836473e-5, 6.188854568129566e-6]
loss: 8.907199644719372e-5
pde_losses: [2.242010308692745e-8, 2.179102148756637e-8]
bcs_losses: [1.8377818535388738e-5, 2.840936476768135e-7, 4.413195586796229e-5, 3.4507481808984704e-6, 1.6777510275771102e-5, 6.005658814921796e-6]
loss: 8.901208898713509e-5
pde_losses: [3.47220966023585e-8, 3.168381240704663e-8]
bcs_losses: [1.8235764266467574e-5, 2.7748036856241503e-7, 4.4127865034788015e-5, 3.4280402453423434e-6, 1.6900898457083695e-5, 5.975634705881643e-6]
loss: 8.897856099989358e-5
pde_losses: [2.947166666883381e-8, 1.9906885953003926e-8]
bcs_losses: [1.8286571630696368e-5, 2.6117720141252005e-7, 4.41448980095691e-5, 3.3932299528546734e-6, 1.7029029776720222e-5, 5.814275876018858e-6]
loss: 8.892093550392905e-5
pde_losses: [2.983043961288175e-8, 3.537522935188953e-8]
bcs_losses: [1.8334788781481315e-5, 2.511968179236998e-7, 4.40731568493143e-5, 3.4024323437602264e-6, 1.705277689417826e-5, 5.741378148306477e-6]
loss: 8.886391546160887e-5
pde_losses: [3.614000589354601e-8, 4.152481822602431e-8]
bcs_losses: [1.8330946982707717e-5, 2.503124111667144e-7, 4.4091663968704164e-5, 3.3567345116633034e-6, 1.7079910258175405e-5, 5.67668250507199e-6]
loss: 8.873751651810803e-5
pde_losses: [3.762598784394619e-8, 5.7130772640877606e-8]
bcs_losses: [1.8289721800707068e-5, 2.3312802798945213e-7, 4.4022826222201597e-5, 3.374449563160999e-6, 1.7153617116909962e-5, 5.569017026654135e-6]
loss: 8.850530222007006e-5
pde_losses: [9.67686423311694e-8, 1.1674504409225452e-7]
bcs_losses: [1.8288721661120946e-5, 2.229220994249403e-7, 4.379707475938936e-5, 3.3917839634887035e-6, 1.7120884433358007e-5, 5.470401616864686e-6]
loss: 8.819666262544108e-5
pde_losses: [6.848935608378824e-8, 4.918200279429755e-8]
bcs_losses: [1.8269114829977305e-5, 1.9774338639828116e-7, 4.363247744307789e-5, 3.459162477660626e-6, 1.7353088765694066e-5, 5.1674043637548475e-6]
loss: 8.774027299601659e-5
pde_losses: [6.576714421598047e-8, 1.1553403130611799e-7]
bcs_losses: [1.803156548501625e-5, 1.8650309089565785e-7, 4.327347247986299e-5, 3.7389616555008773e-6, 1.719814528017672e-5, 5.130323829042008e-6]
loss: 8.690321339767669e-5
pde_losses: [1.949286253680241e-7, 2.6170008135387025e-7]
bcs_losses: [1.769475861338158e-5, 1.8937672921577567e-7, 4.276587418562384e-5, 3.831215416723373e-6, 1.692537573455729e-5, 5.03998401145293e-6]
loss: 8.576073644999797e-5
pde_losses: [2.1866740987360123e-7, 4.38097638173276e-7]
bcs_losses: [1.737233511490213e-5, 1.931185189500313e-7, 4.207436385429615e-5, 3.840686501801851e-6, 1.6741760608819388e-5, 4.881706803181546e-6]
loss: 8.461537532708766e-5
pde_losses: [3.9970066076947117e-7, 4.097316709873763e-7]
bcs_losses: [1.7148043874699144e-5, 1.8695189807133666e-7, 4.1698422275347264e-5, 3.8375059898531914e-6, 1.6054824109386082e-5, 4.8801948479737905e-6]
loss: 8.406072881772536e-5
pde_losses: [3.3611336213109373e-7, 3.5812131486983733e-7]
bcs_losses: [1.7012679680155456e-5, 1.8080898735246936e-7, 4.140129380907837e-5, 3.952437059634333e-6, 1.597685597657745e-5, 4.8424186279263495e-6]
loss: 8.276479233325757e-5
pde_losses: [2.4757242788686864e-7, 5.825241300381648e-7]
bcs_losses: [1.678440311110098e-5, 1.3076057255215746e-7, 4.058672684244002e-5, 4.140473497632527e-6, 1.54770148876725e-5, 4.815316863934341e-6]
loss: 8.214035179123522e-5
pde_losses: [3.1211322380807843e-7, 3.4882768324691433e-7]
bcs_losses: [1.6574490831342158e-5, 1.0080270548659954e-7, 4.0317562240986374e-5, 4.410253478995715e-6, 1.528260793002232e-5, 4.7936936973470496e-6]
loss: 8.097026908334941e-5
pde_losses: [3.567283925705253e-7, 2.720583009237941e-7]
bcs_losses: [1.650817763954861e-5, 4.349411070138564e-8, 4.0010813973242946e-5, 4.484028518338441e-6, 1.4528394318725225e-5, 4.7665738292984885e-6]
loss: 8.050871887866399e-5
pde_losses: [2.727724782825653e-7, 3.265958451327371e-7]
bcs_losses: [1.6440641783299195e-5, 3.508916685858518e-8, 3.9843204764403016e-5, 4.535807179052757e-6, 1.4293149393741395e-5, 4.761458267893737e-6]
loss: 8.000560755437376e-5
pde_losses: [2.4210905204403374e-7, 2.9437454663263126e-7]
bcs_losses: [1.637868432206737e-5, 2.9423391862994106e-8, 3.961292716118653e-5, 4.635265598418155e-6, 1.4039300408587546e-5, 4.77352307357449e-6]
loss: 7.939450275189741e-5
pde_losses: [1.9700418719624218e-7, 3.093832332245754e-7]
bcs_losses: [1.628273539183065e-5, 2.6214861352434774e-8, 3.935126329713722e-5, 4.691506553922106e-6, 1.3744071741659604e-5, 4.792323485574581e-6]
loss: 7.866973513952421e-5
pde_losses: [2.0166260540097464e-7, 2.9871588731212044e-7]
bcs_losses: [1.622451498376273e-5, 2.8873057984495937e-8, 3.902284839086068e-5, 4.7317699830465455e-6, 1.3346324719215503e-5, 4.815025511941166e-6]
loss: 7.776520006980938e-5
pde_losses: [2.5181214942771817e-7, 2.973602223446263e-7]
bcs_losses: [1.6015595911708188e-5, 3.727342695768675e-8, 3.860878766091004e-5, 4.754472470061476e-6, 1.2904205526363923e-5, 4.895692702035715e-6]
loss: 7.676881450751269e-5
pde_losses: [3.566414412408741e-7, 3.9769356241986196e-7]
bcs_losses: [1.597735567502036e-5, 5.9174500747779425e-8, 3.807420608954932e-5, 4.674675264370098e-6, 1.225938609465202e-5, 4.969681879512375e-6]
loss: 7.578941135269114e-5
pde_losses: [6.685943000000317e-7, 4.5702767215327266e-7]
bcs_losses: [1.5611584057540846e-5, 9.755386870043535e-8, 3.75011920843842e-5, 4.569651447380958e-6, 1.1680635913083315e-5, 5.203172009448089e-6]
loss: 7.503976094930052e-5
pde_losses: [5.160429583665939e-7, 3.0705371243123517e-7]
bcs_losses: [1.5533051835182758e-5, 1.1669607274798224e-7, 3.737295001995237e-5, 4.4320107998258495e-6, 1.1514653941036282e-5, 5.247301609757449e-6]
loss: 7.401064430879751e-5
pde_losses: [7.210976908453199e-7, 1.9369076077234009e-7]
bcs_losses: [1.543529824928148e-5, 1.1900955389305675e-7, 3.693147755784466e-5, 4.3772445854362e-6, 1.0922059371017622e-5, 5.310766539706827e-6]
loss: 7.294906213786063e-5
pde_losses: [3.05664167065377e-7, 1.6406096644187494e-7]
bcs_losses: [1.5232131463641013e-5, 1.8998639671640112e-7, 3.668861667336869e-5, 4.206508077576582e-6, 1.0726972971717868e-5, 5.435121421332827e-6]
loss: 7.232831274580346e-5
pde_losses: [3.4197569368792e-7, 1.9825132560705163e-7]
bcs_losses: [1.5154723991983241e-5, 2.0574983784477642e-7, 3.6465070733335656e-5, 4.073130413096916e-6, 1.0425429870855628e-5, 5.463980879392273e-6]
loss: 7.174862150796999e-5
pde_losses: [3.0047989038609495e-7, 3.539917599720461e-7]
bcs_losses: [1.4960171759933247e-5, 1.7511773534939425e-7, 3.639748994854511e-5, 3.9184843890106835e-6, 1.028347242995096e-5, 5.359413594822433e-6]
loss: 7.056698379517049e-5
pde_losses: [6.939876757297462e-7, 1.6021963759593362e-7]
bcs_losses: [1.4817012783223457e-5, 1.5847773736299022e-7, 3.573822381723146e-5, 3.8457371674236945e-6, 9.753763385078281e-6, 5.399561591524934e-6]
loss: 6.932214681635944e-5
pde_losses: [5.01413437647272e-7, 2.355411800685799e-7]
bcs_losses: [1.4674878646239432e-5, 1.6334527626356058e-7, 3.536872183597018e-5, 3.5842388769836046e-6, 9.366011488617068e-6, 5.427996074569747e-6]
loss: 6.831488120465232e-5
pde_losses: [4.0954956028795325e-7, 1.960146243307817e-7]
bcs_losses: [1.451908159333094e-5, 1.818527684930758e-7, 3.509600043426061e-5, 3.3464844487684677e-6, 9.165088966866793e-6, 5.400808808313689e-6]
loss: 6.689451171441994e-5
pde_losses: [1.8352712070391197e-7, 6.100806274329395e-7]
bcs_losses: [1.3870438414697623e-5, 1.6519683116387495e-7, 3.4716738319866634e-5, 2.8741975975869307e-6, 9.002029688596675e-6, 5.4723031143713504e-6]
loss: 6.647308662264514e-5
pde_losses: [2.0825613988020015e-7, 4.829060447163741e-7]
bcs_losses: [1.3728487599747221e-5, 1.6305685829849647e-7, 3.4592192829587106e-5, 2.80458674168221e-6, 8.991210808917658e-6, 5.502389599815885e-6]
loss: 6.522836492066036e-5
pde_losses: [2.813497655996285e-7, 1.7843636388678893e-7]
bcs_losses: [1.3328098484580187e-5, 1.67064694473637e-7, 3.4309013370649246e-5, 2.5901496087808135e-6, 8.8156675069878e-6, 5.558585125702248e-6]
loss: 6.434743682832537e-5
pde_losses: [4.40224454468276e-7, 6.121381733608432e-8]
bcs_losses: [1.2880176073436178e-5, 1.6547193796300136e-7, 3.397019839896252e-5, 2.4729420345581776e-6, 8.687146781970794e-6, 5.670063329630341e-6]
loss: 6.388843077721461e-5
pde_losses: [2.388876549895765e-7, 1.8241512701380517e-7]
bcs_losses: [1.2717573253644439e-5, 1.7324817061826356e-7, 3.3927916372021046e-5, 2.408804635050224e-6, 8.518798611309423e-6, 5.720786952567825e-6]
loss: 6.342215641116239e-5
pde_losses: [1.514982101630437e-7, 1.6686729269978004e-7]
bcs_losses: [1.2542133887689616e-5, 1.826673219435528e-7, 3.37661196691887e-5, 2.394385075914531e-6, 8.365554103901919e-6, 5.852930849661251e-6]
loss: 6.29888057638394e-5
pde_losses: [1.8126350994112938e-7, 1.571951575966399e-7]
bcs_losses: [1.221597947255013e-5, 1.7944231906622926e-7, 3.363791494015785e-5, 2.483773370584382e-6, 8.197439761933523e-6, 5.935797232009522e-6]
loss: 6.270620553648176e-5
pde_losses: [1.7861756927515758e-7, 1.6569086722828294e-7]
bcs_losses: [1.208311883964276e-5, 2.0894793559931583e-7, 3.348343008843011e-5, 2.464899662389295e-6, 8.064765847130585e-6, 6.056734726786253e-6]
loss: 6.239323327069693e-5
pde_losses: [1.3520035532590327e-7, 1.5044896678012715e-7]
bcs_losses: [1.1986038027426318e-5, 2.520039732682768e-7, 3.341079252017037e-5, 2.4890808502476604e-6, 7.887970637107823e-6, 6.081697940370449e-6]
loss: 6.213493379077396e-5
pde_losses: [4.444129435406602e-8, 1.0290999680229019e-7]
bcs_losses: [1.1917532254794981e-5, 2.9841005399984327e-7, 3.3330620635874515e-5, 2.471255632918346e-6, 7.814876596224623e-6, 6.154887325805291e-6]
loss: 6.189455878178132e-5
pde_losses: [9.411015194875102e-8, 7.898367202978809e-8]
bcs_losses: [1.1721465128019977e-5, 3.5492882402934714e-7, 3.3212504553598886e-5, 2.531985353032573e-6, 7.612789518240002e-6, 6.287791580881998e-6]
loss: 6.175549600037002e-5
pde_losses: [8.99570822544083e-8, 1.1924575427530775e-7]
bcs_losses: [1.1722878883007433e-5, 3.6683445868701035e-7, 3.319736630592056e-5, 2.6161371920721266e-6, 7.441706871768694e-6, 6.201369452384484e-6]
loss: 6.152928199344804e-5
pde_losses: [1.3526133016483628e-7, 1.6816106780269387e-7]
bcs_losses: [1.1671466966667112e-5, 3.9789685232120066e-7, 3.309922074565831e-5, 2.791458980474736e-6, 7.205493978116532e-6, 6.060322072242624e-6]
loss: 6.130702314275079e-5
pde_losses: [9.884687867068226e-8, 1.8719080789374476e-7]
bcs_losses: [1.1652290552451798e-5, 4.450934460120972e-7, 3.300012013905358e-5, 2.937854783159288e-6, 7.04102005703868e-6, 5.944606478470918e-6]
loss: 6.111001828632165e-5
pde_losses: [8.081445310076369e-8, 2.552874340794095e-7]
bcs_losses: [1.1644159682887331e-5, 5.243651150693719e-7, 3.292840288352881e-5, 2.9596061358504197e-6, 6.797416156169138e-6, 5.919966425636409e-6]
loss: 6.087307763829876e-5
pde_losses: [7.09766206887447e-8, 2.5857034830938054e-7]
bcs_losses: [1.1700509071938053e-5, 5.804308766927402e-7, 3.2958274952268966e-5, 2.9677050759676147e-6, 6.626545541593554e-6, 5.710065150839702e-6]
loss: 6.0596294697685824e-5
pde_losses: [1.4864405448132272e-7, 2.2013587591752213e-7]
bcs_losses: [1.1584058943168134e-5, 6.758950293357211e-7, 3.279078440080889e-5, 3.1233859422989417e-6, 6.4507774896106296e-6, 5.6026129620646605e-6]
loss: 6.029921572679928e-5
pde_losses: [8.342162688281316e-8, 1.0430965588869821e-7]
bcs_losses: [1.154623092046336e-5, 6.91112300621854e-7, 3.2758989078268906e-5, 3.340166599074211e-6, 6.176394892161049e-6, 5.598590653438395e-6]
loss: 6.006026970887714e-5
pde_losses: [7.017755536468785e-8, 1.242104026064943e-7]
bcs_losses: [1.1464670079968679e-5, 7.01767852701639e-7, 3.268696473777212e-5, 3.3644441385464893e-6, 6.110178272619608e-6, 5.537856669297419e-6]
loss: 5.9913732036133697e-5
pde_losses: [6.583433985976199e-8, 1.2104208357590582e-7]
bcs_losses: [1.141427449427575e-5, 7.379601129818047e-7, 3.2609108533552465e-5, 3.331273959484723e-6, 6.112970636535767e-6, 5.521267875867524e-6]
loss: 5.974072979107083e-5
pde_losses: [9.575113359454342e-8, 1.6185889739770798e-7]
bcs_losses: [1.1328377047827924e-5, 8.281837865870942e-7, 3.250260784087119e-5, 3.3579687929835088e-6, 5.947076855016556e-6, 5.518905436792308e-6]
loss: 5.9587398737244907e-5
pde_losses: [5.773069469463156e-8, 1.3620972490797202e-7]
bcs_losses: [1.1246301650277182e-5, 8.28643073270034e-7, 3.2517674476827546e-5, 3.344977368256277e-6, 5.957507008182464e-6, 5.498354740828801e-6]
loss: 5.938022220108737e-5
pde_losses: [8.737894880795347e-8, 1.9142542415890702e-7]
bcs_losses: [1.1071347375991825e-5, 8.192190391044126e-7, 3.241132938022312e-5, 3.4808377166071064e-6, 5.8044177772706315e-6, 5.514266538923409e-6]
loss: 5.9192341540752906e-5
pde_losses: [1.0763693217872335e-7, 2.2195789229398784e-7]
bcs_losses: [1.0966984980251248e-5, 7.865814209965221e-7, 3.227811200255222e-5, 3.542427663942825e-6, 5.771211483228257e-6, 5.517429165309123e-6]
loss: 5.889512257731192e-5
pde_losses: [4.9061115249169404e-8, 2.2354659211368478e-7]
bcs_losses: [1.0798468621485069e-5, 6.929880650863192e-7, 3.210607608795188e-5, 3.597778919464146e-6, 5.78753973132516e-6, 5.63966344463649e-6]
loss: 5.858954665813038e-5
pde_losses: [7.543338781878407e-8, 1.936214800166749e-7]
bcs_losses: [1.0617690485428591e-5, 7.602808885781722e-7, 3.181885005584562e-5, 3.7636270157321894e-6, 5.693689846170377e-6, 5.6663534985399735e-6]
loss: 5.83568934861725e-5
pde_losses: [1.662024108736928e-8, 1.3827284778064704e-7]
bcs_losses: [1.0520852204158503e-5, 8.026365497665902e-7, 3.171332898838765e-5, 3.7679590594200466e-6, 5.767466400468494e-6, 5.6297571951032e-6]
loss: 5.821908121296809e-5
pde_losses: [5.5158904437427296e-8, 1.3962203676182427e-7]
bcs_losses: [1.0410769057109464e-5, 8.425747489444913e-7, 3.155034560714374e-5, 3.8910855884294285e-6, 5.717110376008405e-6, 5.61241489413331e-6]
loss: 5.8093543887850685e-5
pde_losses: [4.7761848059820695e-8, 1.3297744919493495e-7]
bcs_losses: [1.0349166378075114e-5, 8.523458979657766e-7, 3.14464372456732e-5, 3.991290031418332e-6, 5.708603636303045e-6, 5.56496140116046e-6]
loss: 5.799358134082224e-5
pde_losses: [4.538983173724746e-8, 1.1506148801531805e-7]
bcs_losses: [1.0207114361258594e-5, 8.096731918369786e-7, 3.1381699591134565e-5, 4.159348147512729e-6, 5.737812280470333e-6, 5.5374824488564754e-6]
loss: 5.788372969374686e-5
pde_losses: [2.3752041598658422e-8, 1.2218041120603963e-7]
bcs_losses: [1.0141481718311535e-5, 7.65959877319773e-7, 3.132275674475003e-5, 4.4177095886125875e-6, 5.648471417951282e-6, 5.4414178939969515e-6]
loss: 5.774574594460332e-5
pde_losses: [5.666653487713478e-8, 1.2658121360214761e-7]
bcs_losses: [9.979585629863485e-6, 7.728761398393569e-7, 3.1253071201297266e-5, 4.48606848479073e-6, 5.60024831693464e-6, 5.470648423398547e-6]
loss: 5.759712273734114e-5
pde_losses: [6.936354263108128e-8, 1.6896748085170074e-7]
bcs_losses: [9.828814835930801e-6, 8.183119185860569e-7, 3.10906943202441e-5, 4.644787288864146e-6, 5.5606374821834e-6, 5.415545868049856e-6]
loss: 5.742781452590578e-5
pde_losses: [8.992773444986636e-8, 1.8844413109526687e-7]
bcs_losses: [9.782476597623072e-6, 8.992190620605144e-7, 3.0995698961920546e-5, 4.603327801199467e-6, 5.5230706133647135e-6, 5.34564962419234e-6]
loss: 5.721986721023538e-5
pde_losses: [6.374354597468465e-8, 2.1242417385139209e-7]
bcs_losses: [9.627587938300151e-6, 1.0385455417132575e-6, 3.0832575044757314e-5, 4.7865436851352015e-6, 5.407095926961332e-6, 5.2513513535420505e-6]
loss: 5.6982918419148056e-5
pde_losses: [9.504905979918878e-8, 2.445320286001374e-7]
bcs_losses: [9.462648937805317e-6, 1.1570956447816689e-6, 3.0674916690625634e-5, 4.949066257814387e-6, 5.2783164447235845e-6, 5.1212933549981324e-6]
loss: 5.663211417124692e-5
pde_losses: [6.96427974779957e-8, 1.878620080731521e-7]
bcs_losses: [9.34664080860411e-6, 1.2142821541586622e-6, 3.0525365933511306e-5, 5.049810952476914e-6, 5.206398077963201e-6, 5.0321114389815814e-6]
loss: 5.6358986165291665e-5
pde_losses: [8.779880436846109e-8, 1.3191729181964575e-7]
bcs_losses: [9.411437114874626e-6, 1.2057199948569238e-6, 3.041512708474242e-5, 4.931251640050379e-6, 5.124873851327564e-6, 5.05086038325165e-6]
loss: 5.613809813800245e-5
pde_losses: [5.563419525361251e-8, 1.2682115610885846e-7]
bcs_losses: [9.342606168133518e-6, 1.2202151139967476e-6, 3.0270327355216895e-5, 5.0168768018698285e-6, 5.064869946291251e-6, 5.040747401131733e-6]
loss: 5.5819017269392956e-5
pde_losses: [5.6250935668911435e-8, 1.0614576817110614e-7]
bcs_losses: [9.275486196861348e-6, 1.2076989231285113e-6, 3.0130620145952485e-5, 5.062034253458836e-6, 4.948121405411859e-6, 5.032659640739902e-6]
loss: 5.547264104366313e-5
pde_losses: [9.16281218761784e-8, 1.0888714758031975e-7]
bcs_losses: [9.360957232825765e-6, 1.0393143928400128e-6, 2.985626767662389e-5, 5.092906450061713e-6, 4.774593936235045e-6, 5.148086085620202e-6]
loss: 5.523641845553557e-5
pde_losses: [9.155293099222606e-8, 5.393298273173088e-8]
bcs_losses: [9.425010985844626e-6, 8.278700975129095e-7, 2.9761367412640177e-5, 4.948197570965844e-6, 4.825727759487709e-6, 5.3027587153603555e-6]
loss: 5.506580249465965e-5
pde_losses: [7.076705523458333e-8, 3.8830511501439506e-8]
bcs_losses: [9.482460043869847e-6, 7.757357159534555e-7, 2.9610050734999643e-5, 4.962736727748466e-6, 4.766467898853271e-6, 5.358753806498942e-6]
loss: 5.491330627321766e-5
pde_losses: [4.693476774925345e-8, 6.094252227517577e-8]
bcs_losses: [9.511736030530616e-6, 7.057551641658466e-7, 2.9547602222500377e-5, 4.783859132257108e-6, 4.798779095055009e-6, 5.4576973386842744e-6]
loss: 5.477574262081004e-5
pde_losses: [5.624340801716102e-8, 8.110510320472876e-8]
bcs_losses: [9.490991261845472e-6, 6.05943811365441e-7, 2.940383541726793e-5, 4.647638424406988e-6, 4.911309263937471e-6, 5.578675930764842e-6]
loss: 5.463330199424735e-5
pde_losses: [2.938587191528443e-8, 8.735271437252117e-8]
bcs_losses: [9.496389186075941e-6, 5.171921386480508e-7, 2.9401230621076715e-5, 4.4580107150746655e-6, 4.988028975188008e-6, 5.655711771896172e-6]
loss: 5.449080084538425e-5
pde_losses: [3.761298668023261e-8, 7.27719154371224e-8]
bcs_losses: [9.533625116472944e-6, 4.651240836407168e-7, 2.9322601845754536e-5, 4.239961565913578e-6, 5.104422512902643e-6, 5.714680818582483e-6]
loss: 5.4315108367466616e-5
pde_losses: [3.939651036029043e-8, 7.632773498830667e-8]
bcs_losses: [9.471978632937008e-6, 4.777487779605514e-7, 2.922033249952955e-5, 4.088849500712019e-6, 5.241463739785021e-6, 5.699010971193863e-6]
loss: 5.4146166405900364e-5
pde_losses: [5.32521524975566e-8, 1.002417037393411e-7]
bcs_losses: [9.52601325351832e-6, 4.709454426518326e-7, 2.900747111394948e-5, 3.991580642266151e-6, 5.278257786773856e-6, 5.718404310503826e-6]
loss: 5.398287359457165e-5
pde_losses: [6.015706368644199e-8, 1.6124274960782756e-7]
bcs_losses: [9.468818971542522e-6, 5.94953112769782e-7, 2.8921386557944145e-5, 4.087912405717842e-6, 5.207283099138813e-6, 5.481119634164273e-6]
loss: 5.3721501955329925e-5
pde_losses: [6.97924827519451e-8, 1.5984369186875307e-7]
bcs_losses: [9.41250754825569e-6, 6.639358457437241e-7, 2.8716383052995902e-5, 4.024850843324776e-6, 5.276637599114781e-6, 5.3975508912743485e-6]
loss: 5.3382001657773675e-5
pde_losses: [6.991689758458291e-8, 1.3150604860899154e-7]
bcs_losses: [9.343260560887313e-6, 7.479058804757049e-7, 2.8473850007075634e-5, 4.228545844420896e-6, 5.209959578665388e-6, 5.177056840055171e-6]
loss: 5.312542488289211e-5
pde_losses: [8.67911434553307e-8, 1.0816913667281602e-7]
bcs_losses: [9.25912252526152e-6, 6.393651093973597e-7, 2.8342090299802406e-5, 4.35451090091316e-6, 5.214899408922233e-6, 5.1204763584672856e-6]
loss: 5.2936811248004106e-5
pde_losses: [6.185135966938525e-8, 7.671309570675395e-8]
bcs_losses: [9.21454838917404e-6, 5.71446631521055e-7, 2.8206460956579423e-5, 4.578519746913379e-6, 5.171290069746189e-6, 5.055980998693882e-6]
loss: 5.285357669175037e-5
pde_losses: [2.767788061876518e-8, 7.73688430317301e-8]
bcs_losses: [9.217002741219872e-6, 5.296297780732805e-7, 2.8191067333103745e-5, 4.582324083054121e-6, 5.183669294021477e-6, 5.044836738627377e-6]
loss: 5.275534170596632e-5
pde_losses: [2.575491731491195e-8, 9.211206855311518e-8]
bcs_losses: [9.22052303414541e-6, 4.952585547550375e-7, 2.8058316766908458e-5, 4.596528947807783e-6, 5.254853196391102e-6, 5.011994220090502e-6]
loss: 5.261646700614267e-5
pde_losses: [6.687598172527578e-8, 8.694984304532948e-8]
bcs_losses: [9.142947074872782e-6, 4.005758909682022e-7, 2.7929438767799826e-5, 4.6437016859799555e-6, 5.275764371847935e-6, 5.070213389903371e-6]
loss: 5.2413246193531e-5
pde_losses: [4.72574929887839e-8, 7.786085219051909e-8]
bcs_losses: [9.116849647038024e-6, 3.6747040280333025e-7, 2.7756684677306682e-5, 4.6767434738387025e-6, 5.37455114361702e-6, 4.995828503747946e-6]
loss: 5.220525540740145e-5
pde_losses: [5.401260568066179e-8, 6.574761308053289e-8]
bcs_losses: [9.004640645104781e-6, 3.436836255124081e-7, 2.76662701969909e-5, 4.539414298124406e-6, 5.495998841556895e-6, 5.035487581350867e-6]
loss: 5.1963801362824254e-5
pde_losses: [3.919034587388643e-8, 9.065586766853645e-8]
bcs_losses: [8.933155161265173e-6, 2.954703134711334e-7, 2.741864469945475e-5, 4.414522331011638e-6, 5.585792609322865e-6, 5.1863700347562695e-6]
loss: 5.169998108147217e-5
pde_losses: [1.1215925120769865e-7, 8.075174651964841e-8]
bcs_losses: [8.874091311283972e-6, 2.845565189849415e-7, 2.7085736314880177e-5, 4.4593640164208855e-6, 5.683247677051669e-6, 5.120074245123172e-6]
loss: 5.142825179315787e-5
pde_losses: [1.1425922324488718e-7, 1.675319041520194e-7]
bcs_losses: [8.811874316130938e-6, 3.128405560045394e-7, 2.6933758861853996e-5, 4.393828918171167e-6, 5.59502896401674e-6, 5.099129049583572e-6]
loss: 5.098929925534801e-5
pde_losses: [1.0515055502622865e-7, 1.7716167982978207e-7]
bcs_losses: [8.712554600379751e-6, 2.5384984836374034e-7, 2.643334558230181e-5, 4.294277765081475e-6, 5.81032614929992e-6, 5.202633075065298e-6]
loss: 5.0372998010986093e-5
pde_losses: [2.7271388758299084e-7, 1.87214991810562e-7]
bcs_losses: [8.569264977096507e-6, 1.966754487336895e-7, 2.5907034720725218e-5, 4.343459365092601e-6, 5.7775147605050116e-6, 5.1191198594395245e-6]
loss: 4.939870692757705e-5
pde_losses: [2.3229433383513086e-7, 3.2131590300442017e-7]
bcs_losses: [8.335194106302467e-6, 1.656506153756891e-7, 2.559657338729301e-5, 4.1028822201110964e-6, 5.549906122738875e-6, 5.094890238916357e-6]
loss: 4.878015179822344e-5
pde_losses: [3.1203140100852896e-7, 2.557164682866582e-7]
bcs_losses: [8.212236722611742e-6, 1.6876821698040515e-7, 2.5361085362834107e-5, 4.051875677726143e-6, 5.367914415563627e-6, 5.050523533212235e-6]
loss: 4.802242293428549e-5
pde_losses: [1.3954513332593235e-7, 1.4124548149271831e-7]
bcs_losses: [8.084330146157541e-6, 2.5313158428260896e-7, 2.54488058221873e-5, 4.021656247421225e-6, 5.029484058635027e-6, 4.904224460783133e-6]
loss: 4.769608298053652e-5
pde_losses: [1.189626198186221e-7, 7.228616072050487e-8]
bcs_losses: [7.997328032041481e-6, 2.4282595889863447e-7, 2.5369947708455963e-5, 3.850893680423066e-6, 5.065083025373562e-6, 4.978755794804677e-6]
loss: 4.738536277329589e-5
pde_losses: [9.813281020898012e-8, 6.358177711561918e-8]
bcs_losses: [7.854860339166218e-6, 2.6680420280611176e-7, 2.5353442607378095e-5, 3.770273593359649e-6, 5.02613945493975e-6, 4.9521279883214565e-6]
loss: 4.7142825135452054e-5
pde_losses: [4.436062901574158e-8, 5.529067265747542e-8]
bcs_losses: [7.751069630161397e-6, 2.7455945347428294e-7, 2.540190478844182e-5, 3.602802302714445e-6, 4.982650146351129e-6, 5.030187512635763e-6]
loss: 4.690090286236194e-5
pde_losses: [1.6703244175082673e-7, 5.8840689513863464e-8]
bcs_losses: [7.657513489003187e-6, 2.4687211270440427e-7, 2.5177395590254876e-5, 3.6482611832526265e-6, 4.953636692638622e-6, 4.991350663243533e-6]
loss: 4.6696806532501465e-5
pde_losses: [9.095181421221131e-8, 5.353619031490566e-8]
bcs_losses: [7.6059289296830776e-6, 1.8603439598066305e-7, 2.514660138034099e-5, 3.72977986045343e-6, 4.883347897627326e-6, 5.000626063888863e-6]
loss: 4.649768236669507e-5
pde_losses: [7.284651282871101e-8, 6.354018882485917e-8]
bcs_losses: [7.482548073897319e-6, 1.566141542813131e-7, 2.5138953782169715e-5, 3.7169783843082015e-6, 4.864617058189883e-6, 5.001584212195067e-6]
loss: 4.6112719334809066e-5
pde_losses: [1.7565706819740725e-7, 8.728965907799212e-8]
bcs_losses: [7.273086249681511e-6, 1.2951488281260463e-7, 2.4819308987248132e-5, 3.602329726145391e-6, 4.957407411628771e-6, 5.068125350017257e-6]
loss: 4.5798380100116554e-5
pde_losses: [5.315121832987825e-8, 1.0754092609912176e-7]
bcs_losses: [7.20647188988915e-6, 1.0535022823051227e-7, 2.459076317635721e-5, 3.542470468799399e-6, 5.00654385901231e-6, 5.186088333398971e-6]
loss: 4.554208848998917e-5
pde_losses: [4.4138708944049324e-8, 4.957203011088388e-8]
bcs_losses: [7.12151588463375e-6, 9.704975850957337e-8, 2.4435447501293304e-5, 3.4841176753881373e-6, 5.053130833422261e-6, 5.257116097687212e-6]
loss: 4.540462587279785e-5
pde_losses: [4.91687868508528e-8, 5.246948113866059e-8]
bcs_losses: [7.0388133050581655e-6, 9.887000798755654e-8, 2.4317347659791686e-5, 3.417850073566267e-6, 5.108593152805267e-6, 5.3215134055994e-6]
loss: 4.528942729064306e-5
pde_losses: [3.3216504684945596e-8, 5.034441526520921e-8]
bcs_losses: [6.996308968390418e-6, 1.2951540927141332e-7, 2.4190139230328266e-5, 3.4094519073465545e-6, 5.165962442003992e-6, 5.314488413352259e-6]
loss: 4.519058919293378e-5
pde_losses: [5.074679727069061e-8, 3.846706751498218e-8]
bcs_losses: [6.927622019719715e-6, 1.5356065916666674e-7, 2.4102696150280753e-5, 3.322212016769083e-6, 5.223102874205445e-6, 5.372181608006437e-6]
loss: 4.507464608637834e-5
pde_losses: [4.493691230289806e-8, 6.191336435592297e-8]
bcs_losses: [6.8326287569635755e-6, 1.526080181246097e-7, 2.401320370334526e-5, 3.1950909596810357e-6, 5.274156859873288e-6, 5.500107511731748e-6]
loss: 4.4946087254499354e-5
pde_losses: [4.1677707403351094e-8, 4.3996565301651855e-8]
bcs_losses: [6.7324441571602376e-6, 1.2718768187405692e-7, 2.392658007160426e-5, 3.206877752908646e-6, 5.317011570631519e-6, 5.550311747615628e-6]
loss: 4.4796428509276195e-5
pde_losses: [4.612696387600499e-8, 3.947579387063852e-8]
bcs_losses: [6.67378774396478e-6, 1.3243846205531588e-7, 2.3855957868958387e-5, 3.1059952181123655e-6, 5.324505639651502e-6, 5.618140818787191e-6]
loss: 4.4647241625447204e-5
pde_losses: [5.969826883260321e-8, 3.192806221635231e-8]
bcs_losses: [6.519081828727723e-6, 1.4283958205810203e-7, 2.3792891351596755e-5, 2.9956382403084995e-6, 5.346747814477803e-6, 5.758416477229369e-6]
loss: 4.4477747392407675e-5
pde_losses: [3.69603280260291e-8, 2.7312063818043758e-8]
bcs_losses: [6.4262866726214585e-6, 1.606933966236916e-7, 2.370993029308566e-5, 3.0128226871255362e-6, 5.250726161594485e-6, 5.853015789512779e-6]
loss: 4.4372217802153545e-5
pde_losses: [3.746008021370149e-8, 1.8799167681485217e-8]
bcs_losses: [6.412004981486991e-6, 1.3899889590813274e-7, 2.354068814372569e-5, 2.9798412373540227e-6, 5.294043866387349e-6, 5.950381429396171e-6]
loss: 4.4288296054543985e-5
pde_losses: [3.891117030814516e-8, 2.4334238550192545e-8]
bcs_losses: [6.3743136768241725e-6, 1.260054277145897e-7, 2.349007195989853e-5, 2.9505468990842352e-6, 5.267667500951055e-6, 6.016445181213066e-6]
loss: 4.4228371910287605e-5
pde_losses: [1.349127978983854e-8, 2.1876555582668513e-8]
bcs_losses: [6.341087791784502e-6, 1.295342115703394e-7, 2.3469442236719784e-5, 2.9285468100287044e-6, 5.275177385665823e-6, 6.049215639145944e-6]
loss: 4.41502424685579e-5
pde_losses: [1.7477307821711113e-8, 2.025798209809719e-8]
bcs_losses: [6.223885581796281e-6, 1.4658393568580095e-7, 2.3362793388552587e-5, 2.902151316274735e-6, 5.338090001975858e-6, 6.1390029543528395e-6]
loss: 4.4025959886292514e-5
pde_losses: [3.5162985784089916e-8, 4.1484024210589196e-8]
bcs_losses: [6.036052509720685e-6, 1.663909978954827e-7, 2.3221163223821757e-5, 2.851248524668672e-6, 5.41852447517644e-6, 6.255933145014801e-6]
loss: 4.389734149528316e-5
pde_losses: [1.3893007961966316e-8, 4.4890586780098275e-8]
bcs_losses: [5.8790340532642155e-6, 1.5014928404023224e-7, 2.3180222669104616e-5, 2.9163531727855533e-6, 5.4182714505457466e-6, 6.294527270800735e-6]
loss: 4.383605509314029e-5
pde_losses: [1.0619287381774921e-8, 2.1846669085824724e-8]
bcs_losses: [5.827388047092022e-6, 1.375157520518284e-7, 2.305758535903219e-5, 2.936686114196281e-6, 5.492064251822676e-6, 6.352349612477692e-6]
loss: 4.379702013724793e-5
pde_losses: [1.442956756245934e-8, 2.418371636317883e-8]
bcs_losses: [5.840861821747584e-6, 1.3084966109856602e-7, 2.3000410666220813e-5, 2.995595894475756e-6, 5.467248230070541e-6, 6.323440579709036e-6]
loss: 4.375395686331944e-5
pde_losses: [1.8143511294790484e-8, 2.20040088605445e-8]
bcs_losses: [5.820946067789787e-6, 1.3000308507950068e-7, 2.2872316391027012e-5, 3.0208822233881784e-6, 5.502810085489798e-6, 6.366851490389833e-6]
loss: 4.369017218979186e-5
pde_losses: [2.2259051050502113e-8, 3.781308015924877e-8]
bcs_losses: [5.796934139552027e-6, 1.307544551340184e-7, 2.2757061791874686e-5, 3.1220927160618355e-6, 5.5304819785969036e-6, 6.29277497736264e-6]
loss: 4.3594611569834884e-5
pde_losses: [2.5405709801517605e-8, 4.7167635006420724e-8]
bcs_losses: [5.717299827109624e-6, 1.1755770317344125e-7, 2.2713883705301492e-5, 3.2099456426324225e-6, 5.52957520248805e-6, 6.233776144321917e-6]
loss: 4.3450252159020626e-5
pde_losses: [5.343495893402637e-8, 6.263591477911616e-8]
bcs_losses: [5.688033771619155e-6, 1.172006592023027e-7, 2.26604588910195e-5, 3.372097652928896e-6, 5.44940518648354e-6, 6.046985124054084e-6]
loss: 4.3286207292463954e-5
pde_losses: [4.555652899532694e-8, 2.3704365616249006e-8]
bcs_losses: [5.626440374482545e-6, 1.3633329849531607e-7, 2.2560667395489423e-5, 3.6153823615019835e-6, 5.3889755319530305e-6, 5.88914743593008e-6]
loss: 4.3109944296281024e-5
pde_losses: [4.279263225204062e-8, 2.7061968630041993e-8]
bcs_losses: [5.733389614746434e-6, 1.718818113497472e-7, 2.2585421700453953e-5, 3.75108219905947e-6, 5.170403522208858e-6, 5.627910847580486e-6]
loss: 4.297137740538861e-5
pde_losses: [4.9437263224799714e-8, 3.5506195060803036e-8]
bcs_losses: [5.735653885217003e-6, 2.1719327065660248e-7, 2.244023471684553e-5, 3.8220075468306954e-6, 5.102660593493225e-6, 5.56868393405995e-6]
loss: 4.285743748022395e-5
pde_losses: [2.5603449583922794e-8, 3.819434922685623e-8]
bcs_losses: [5.8126981691267e-6, 2.585939528229659e-7, 2.2445364278982365e-5, 3.8182691251546725e-6, 5.029857514679032e-6, 5.428856640647435e-6]
loss: 4.2735494167739325e-5
pde_losses: [1.4089734771057322e-8, 5.6247714337996444e-8]
bcs_losses: [5.837017119403146e-6, 2.2963928937343546e-7, 2.230722968767777e-5, 3.8750508155105e-6, 5.018052142288786e-6, 5.398167664376638e-6]
loss: 4.260383490978559e-5
pde_losses: [3.263563188851476e-8, 7.178834633724441e-8]
bcs_losses: [5.774199084790372e-6, 1.7602709274386275e-7, 2.2155915273565733e-5, 3.952962413836047e-6, 5.1025157847541765e-6, 5.337791281869645e-6]
loss: 4.249584270480392e-5
pde_losses: [1.600369594843474e-8, 7.254338079682192e-8]
bcs_losses: [5.73621157421696e-6, 1.489248963584284e-7, 2.203771695123857e-5, 3.921822275535591e-6, 5.216738823596097e-6, 5.345881107113017e-6]
loss: 4.240691655631247e-5
pde_losses: [1.1162396798606791e-8, 6.949855941854446e-8]
bcs_losses: [5.724127366833186e-6, 1.4773957852102064e-7, 2.1854336185026287e-5, 4.034793576301553e-6, 5.2868306686407e-6, 5.278428224772567e-6]
loss: 4.234087254447042e-5
pde_losses: [1.5935848111435657e-8, 5.709125517024618e-8]
bcs_losses: [5.717750188705533e-6, 1.5337678411420746e-7, 2.1805445037036085e-5, 3.939313873713803e-6, 5.372438269458004e-6, 5.2795212881611024e-6]
loss: 4.224181414237423e-5
pde_losses: [1.2566837682524424e-8, 4.8686599257715345e-8]
bcs_losses: [5.691115652545954e-6, 1.7994037563579142e-7, 2.1655809027001816e-5, 3.8097300936983295e-6, 5.502228473973124e-6, 5.341737082578973e-6]
loss: 4.215937809067308e-5
pde_losses: [4.851585399106644e-8, 7.595907764653436e-8]
bcs_losses: [5.684342868734641e-6, 1.9483633067885365e-7, 2.154092933744784e-5, 3.781597386293323e-6, 5.561645208130772e-6, 5.2715520277500555e-6]
loss: 4.202141783995922e-5
pde_losses: [4.219486737673526e-8, 8.527852602009347e-8]
bcs_losses: [5.6386094376473525e-6, 1.8357942962376396e-7, 2.137263094702848e-5, 3.669804278581914e-6, 5.768888372249791e-6, 5.260431981431099e-6]
loss: 4.179242339553755e-5
pde_losses: [8.79305324582995e-8, 1.075189011445481e-7]
bcs_losses: [5.565998995905709e-6, 1.4498039004528884e-7, 2.1230263908054425e-5, 3.6164984512972836e-6, 5.903231509078172e-6, 5.136000707553817e-6]
loss: 4.151367506475518e-5
pde_losses: [7.736378495426671e-8, 1.797877118275375e-7]
bcs_losses: [5.5390891908622795e-6, 1.1911331818052343e-7, 2.091003448132687e-5, 3.615191282186599e-6, 6.127377427812088e-6, 4.945717867605022e-6]
loss: 4.0976553644976505e-5
pde_losses: [9.87888625216207e-8, 1.7427570132254117e-7]
bcs_losses: [5.502712065007172e-6, 1.0044269537196158e-7, 2.0733709468315794e-5, 3.7866241982293276e-6, 6.021800987051302e-6, 4.55819966715678e-6]
loss: 4.0651448604707703e-5
pde_losses: [1.0640898339422585e-7, 8.510965920748143e-8]
bcs_losses: [5.3968034595480164e-6, 9.034752339884293e-8, 2.0546152140254113e-5, 3.856752760824162e-6, 6.167565173512812e-6, 4.402308904568048e-6]
loss: 4.0337397189955164e-5
pde_losses: [8.677833934277135e-8, 5.637433576301051e-8]
bcs_losses: [5.256696587165086e-6, 1.1718481595429779e-7, 2.0679335752570308e-5, 3.7710052456515516e-6, 6.081162985340059e-6, 4.2888591281680815e-6]
loss: 4.0189342222967586e-5
pde_losses: [4.765923677574204e-8, 5.3521348957152893e-8]
bcs_losses: [5.24379130979263e-6, 1.3823675232483205e-7, 2.0582096451802376e-5, 3.7970057861642717e-6, 6.120238860161873e-6, 4.206792476988708e-6]
loss: 4.003550637986785e-5
pde_losses: [2.765861822724019e-8, 2.9774606938412953e-8]
bcs_losses: [5.2097051239741695e-6, 1.6470719055435108e-7, 2.052677138395005e-5, 3.7576648137299033e-6, 6.182344649843629e-6, 4.136879992650103e-6]
loss: 3.986188663332905e-5
pde_losses: [1.9715412146619273e-8, 3.775937971206176e-8]
bcs_losses: [5.077351586857635e-6, 1.9449309311236542e-7, 2.041008162381833e-5, 3.7074984450804074e-6, 6.33504439230921e-6, 4.079942700292424e-6]
loss: 3.976540927257684e-5
pde_losses: [3.32657003993567e-8, 3.6624696934443413e-8]
bcs_losses: [5.053623224361161e-6, 2.0819470238869868e-7, 2.023470156881915e-5, 3.6436857604680488e-6, 6.473460236744069e-6, 4.08185338246191e-6]
loss: 3.967283082843009e-5
pde_losses: [3.365421593835646e-8, 4.3246552360251424e-8]
bcs_losses: [5.077458726229698e-6, 2.2105918295500362e-7, 2.0168467901033176e-5, 3.6103415360495987e-6, 6.4425635497929556e-6, 4.076039164071053e-6]
loss: 3.960922481012556e-5
pde_losses: [1.663255058111081e-8, 2.722500712011948e-8]
bcs_losses: [5.081903307577744e-6, 2.3253351627332845e-7, 2.0065771693089677e-5, 3.661685432988665e-6, 6.487112279332809e-6, 4.0363610231621125e-6]
loss: 3.9555573428556656e-5
pde_losses: [1.2533590840775422e-8, 2.487858820840383e-8]
bcs_losses: [5.095464430459583e-6, 2.2606745866564005e-7, 1.9966501774791413e-5, 3.668912219343391e-6, 6.524572496215599e-6, 4.036642870031856e-6]
loss: 3.950359878476832e-5
pde_losses: [9.18166231759697e-9, 2.0562476860483912e-8]
bcs_losses: [5.079254961221338e-6, 2.3998081766771544e-7, 1.9918291925064557e-5, 3.681310324595352e-6, 6.540250122044558e-6, 4.01476649499672e-6]
loss: 3.944805565392375e-5
pde_losses: [1.86825333042316e-8, 2.982828342852983e-8]
bcs_losses: [5.039168007916433e-6, 2.360832586776181e-7, 1.98471009381154e-5, 3.702283883683449e-6, 6.578448080623443e-6, 3.99646066817464e-6]
loss: 3.938652441234215e-5
pde_losses: [1.6319232825763788e-8, 2.424653935643274e-8]
bcs_losses: [5.024721887452691e-6, 2.3153777197812875e-7, 1.9769578473326254e-5, 3.7171187967678235e-6, 6.624387059752573e-6, 3.9786146508824795e-6]
loss: 3.9333190120646884e-5
pde_losses: [1.5147114573329527e-8, 1.4628662617944186e-8]
bcs_losses: [5.043230081882602e-6, 2.6300410462150664e-7, 1.9626530054753346e-5, 3.7687701527448833e-6, 6.648265983523071e-6, 3.9536139659302026e-6]
loss: 3.927478494200691e-5
pde_losses: [1.3778199719465558e-8, 1.8159091683933183e-8]
bcs_losses: [5.044907290850485e-6, 2.683470813295496e-7, 1.960526754142257e-5, 3.8121607933145263e-6, 6.585002842002736e-6, 3.927162101683645e-6]
loss: 3.920870626685734e-5
pde_losses: [2.247207335488242e-8, 2.209734488034246e-8]
bcs_losses: [4.995744401730999e-6, 2.422868156430232e-7, 1.956422384123887e-5, 3.898589296279082e-6, 6.576893956642056e-6, 3.886398537088086e-6]
loss: 3.911448016531723e-5
pde_losses: [2.3810688742168327e-8, 4.097096831363101e-8]
bcs_losses: [4.988312925107007e-6, 2.280009012417612e-7, 1.9564778393648404e-5, 3.951529784754356e-6, 6.483119623961891e-6, 3.833956879548013e-6]
loss: 3.889566454992347e-5
pde_losses: [5.42064640547598e-8, 6.466589437112175e-8]
bcs_losses: [4.971261979442065e-6, 1.9917699222137127e-7, 1.936263588411435e-5, 4.02385459986273e-6, 6.4905249678666955e-6, 3.72933776799037e-6]
loss: 3.8473746915646936e-5
pde_losses: [5.4942026774916163e-8, 1.0283529227007253e-7]
bcs_losses: [4.974207774755059e-6, 1.3842292011377926e-7, 1.921350106381453e-5, 3.92446617570895e-6, 6.4043051165404995e-6, 3.6610665456691336e-6]
loss: 3.818193422862336e-5
pde_losses: [7.924625065667068e-8, 7.958190317799295e-8]
bcs_losses: [4.987856049217993e-6, 1.428570530928914e-7, 1.9130758774017696e-5, 3.830861091344264e-6, 6.350904061261264e-6, 3.5798690458545945e-6]
loss: 3.793669320918283e-5
pde_losses: [8.670711357703514e-8, 9.190534844214316e-8]
bcs_losses: [4.916489777727846e-6, 1.4262592212061022e-7, 1.9159394377023965e-5, 3.7060903344896196e-6, 6.209227069726492e-6, 3.6242532660751135e-6]
loss: 3.76491497100527e-5
pde_losses: [1.1956525702966654e-7, 8.22870769566712e-8]
bcs_losses: [4.932778014458079e-6, 1.3538296948951872e-7, 1.895407073250984e-5, 3.5545762669807057e-6, 6.254998461288296e-6, 3.615490931339933e-6]
loss: 3.732976788249252e-5
pde_losses: [6.757778677587179e-8, 7.810990089679035e-8]
bcs_losses: [4.902201702808889e-6, 1.200526052585354e-7, 1.8804453890084553e-5, 3.4846161962542873e-6, 6.272759416543194e-6, 3.5999963838703932e-6]
loss: 3.685422836556503e-5
pde_losses: [7.181074089179656e-8, 9.415387249529796e-8]
bcs_losses: [4.8379305053105594e-6, 1.2335448320730566e-7, 1.8337154495990868e-5, 3.403301889358177e-6, 6.4144795783383155e-6, 3.5720427999727053e-6]
loss: 3.6642116715358575e-5
pde_losses: [4.2318204768540556e-8, 7.335327556626414e-8]
bcs_losses: [4.782160724789723e-6, 1.4900015069229756e-7, 1.8137478022503883e-5, 3.3016615854813785e-6, 6.5607961450139335e-6, 3.5953486065425547e-6]
loss: 3.6429071030152917e-5
pde_losses: [3.6512657125163945e-8, 6.42882814566377e-8]
bcs_losses: [4.774369373714593e-6, 1.6926785378783336e-7, 1.7756764366180133e-5, 3.2547942583490164e-6, 6.7523245059843675e-6, 3.6207497335551697e-6]
loss: 3.6292713936012763e-5
pde_losses: [6.218267383969269e-8, 4.819091033914976e-8]
bcs_losses: [4.7636140114000415e-6, 1.7277283616924035e-7, 1.7561431368587755e-5, 3.2415799164552468e-6, 6.873209927008288e-6, 3.569732292213353e-6]
loss: 3.612285270045052e-5
pde_losses: [6.664818843974383e-8, 2.3653581247400235e-8]
bcs_losses: [4.7239266447534225e-6, 1.5769959679124654e-7, 1.7426519665024112e-5, 3.3443393446385454e-6, 6.849085709513286e-6, 3.530979970042772e-6]
loss: 3.589836768228385e-5
pde_losses: [6.627931209752286e-8, 2.213769349633081e-8]
bcs_losses: [4.674902265417318e-6, 1.4549115092773814e-7, 1.718001087207506e-5, 3.353189688407866e-6, 6.943031009207505e-6, 3.513325690654507e-6]
loss: 3.568194745023699e-5
pde_losses: [3.7763642581885726e-8, 5.1943252963935324e-8]
bcs_losses: [4.6485655098884215e-6, 1.4882475388261703e-7, 1.710330024882649e-5, 3.4283209536885844e-6, 6.8297381331487925e-6, 3.433490955256267e-6]
loss: 3.552893775795974e-5
pde_losses: [4.183946852751306e-8, 7.0866200616738e-8]
bcs_losses: [4.673876890115657e-6, 1.4765815607003818e-7, 1.6977964739626104e-5, 3.4157301554917856e-6, 6.84983400497522e-6, 3.351168142536687e-6]
loss: 3.535626746219059e-5
pde_losses: [4.535047712476475e-8, 1.8662434524200605e-8]
bcs_losses: [4.737889704088863e-6, 1.5356114187298671e-7, 1.6806322406501115e-5, 3.4727929680258387e-6, 6.819279278730674e-6, 3.3024090513221468e-6]
loss: 3.5251022705885e-5
pde_losses: [3.429262565221967e-8, 2.6231851365293776e-8]
bcs_losses: [4.785500757827904e-6, 1.5264820478960594e-7, 1.6778279631153107e-5, 3.4544113523459693e-6, 6.761854319586916e-6, 3.25780396316399e-6]
loss: 3.51179016122719e-5
pde_losses: [2.485145096622493e-8, 1.5005228200223184e-8]
bcs_losses: [4.830410582550693e-6, 1.53870777298922e-7, 1.661139949945118e-5, 3.4509094195751784e-6, 6.836586877032683e-6, 3.1948677771967954e-6]
loss: 3.4992045714449885e-5
pde_losses: [4.402806776032415e-8, 1.4179068364260617e-8]
bcs_losses: [4.814104230102613e-6, 1.5281369246623182e-7, 1.6429395545164627e-5, 3.454695970209726e-6, 6.973063070630908e-6, 3.1097660697511983e-6]
loss: 3.4912062640968815e-5
pde_losses: [2.6751739888462076e-8, 1.278465066557766e-8]
bcs_losses: [4.793327068817247e-6, 1.4831586350429983e-7, 1.6365616365494576e-5, 3.4391807020483373e-6, 7.0254465492760056e-6, 3.1006397012743048e-6]
loss: 3.4843729650241965e-5
pde_losses: [1.889933068318617e-8, 6.852585244281305e-9]
bcs_losses: [4.7780850972114775e-6, 1.4834127206940334e-7, 1.629732050655896e-5, 3.4807362091062534e-6, 7.066203705846587e-6, 3.04729094352182e-6]
loss: 3.479815327193553e-5
pde_losses: [1.9140731515592442e-8, 4.4300636376218206e-9]
bcs_losses: [4.782180760145885e-6, 1.5553830367406137e-7, 1.6149527252049e-5, 3.4602568312235895e-6, 7.1597412854472105e-6, 3.0673380442425748e-6]
loss: 3.475727195118827e-5
pde_losses: [7.13115708942969e-9, 6.434317424005368e-9]
bcs_losses: [4.798610361399411e-6, 1.584804646854716e-7, 1.6094543691871078e-5, 3.4451802193062134e-6, 7.179836247519062e-6, 3.067055491893608e-6]
loss: 3.471844960842823e-5
pde_losses: [2.017050893897661e-8, 7.83367586612539e-9]
bcs_losses: [4.814086711650045e-6, 1.6109103266627763e-7, 1.5982470443586146e-5, 3.4560767236499887e-6, 7.200376012398535e-6, 3.076344499672131e-6]
loss: 3.4670270575718154e-5
pde_losses: [2.377818729611075e-8, 4.236243005342257e-9]
bcs_losses: [4.87119025126863e-6, 1.6602736697685733e-7, 1.5871015509901283e-5, 3.4456315062603096e-6, 7.203068177803004e-6, 3.0853233332066284e-6]
loss: 3.459429670176496e-5
pde_losses: [3.529260890699015e-8, 8.829206112350374e-9]
bcs_losses: [4.918340527271499e-6, 1.521410090950827e-7, 1.5837248228495743e-5, 3.3887326577627494e-6, 7.1351951807682815e-6, 3.118517283352263e-6]
loss: 3.4511060761289455e-5
pde_losses: [2.961040696575375e-8, 1.4995935439424374e-8]
bcs_losses: [5.0010073739786555e-6, 1.5047755777512338e-7, 1.5662637415045134e-5, 3.4055894022650437e-6, 7.159794251073568e-6, 3.0869484187467452e-6]
loss: 3.4372336638663386e-5
pde_losses: [3.2774636250213497e-8, 1.4771123586318295e-8]
bcs_losses: [5.068999015996352e-6, 1.4264266112735374e-7, 1.558313065791225e-5, 3.302285580427237e-6, 7.1175771736222325e-6, 3.1101557897414316e-6]
loss: 3.421167781304138e-5
pde_losses: [2.6430614799022755e-8, 3.3277769632280903e-8]
bcs_losses: [5.118999637464978e-6, 1.4911478472142853e-7, 1.5390422123824973e-5, 3.250814100738224e-6, 7.138371741038616e-6, 3.1042470408218585e-6]
loss: 3.402257991198248e-5
pde_losses: [2.9740553132260527e-8, 4.7559965416551384e-8]
bcs_losses: [5.0854158604436614e-6, 1.5656062496700808e-7, 1.5127876515046458e-5, 3.18827042542198e-6, 7.333256723237595e-6, 3.0538992443169617e-6]
loss: 3.3814601358327675e-5
pde_losses: [3.3780091837246925e-8, 2.4390835630444558e-8]
bcs_losses: [5.102029048270566e-6, 1.6642094872950287e-7, 1.4876337055113982e-5, 3.1240134624561603e-6, 7.518693799365145e-6, 2.9689361169246248e-6]
loss: 3.368699655453607e-5
pde_losses: [1.5989035786055684e-8, 1.2253159795377258e-8]
bcs_losses: [5.1767620861049085e-6, 1.7671324714892247e-7, 1.4616061873576236e-5, 3.084489987248957e-6, 7.661596858559247e-6, 2.943130306316371e-6]
loss: 3.3629408626388605e-5
pde_losses: [3.101371798227884e-8, 1.2445552868992434e-8]
bcs_losses: [5.162294687939869e-6, 1.7565988848276128e-7, 1.4617855701162677e-5, 3.0721872615091645e-6, 7.655322265673998e-6, 2.9026295507688618e-6]
loss: 3.355838289277601e-5
pde_losses: [1.761190773959677e-8, 1.8633954411228618e-8]
bcs_losses: [5.254824150010397e-6, 1.7529928167677305e-7, 1.4491073872739108e-5, 3.0603482932634496e-6, 7.71824062078229e-6, 2.822350812153167e-6]
loss: 3.3502454303224765e-5
pde_losses: [2.034809411949078e-8, 1.7396401807547687e-8]
bcs_losses: [5.314019552698344e-6, 1.7902333293042081e-7, 1.44083088051281e-5, 3.0628346508263592e-6, 7.709050093299685e-6, 2.7914733724148186e-6]
loss: 3.344959612175283e-5
pde_losses: [1.7987411889722782e-8, 1.3287835611094815e-8]
bcs_losses: [5.316971746869841e-6, 1.8268438803960978e-7, 1.4283960486380562e-5, 3.0774010974229193e-6, 7.814909884116089e-6, 2.742393271422991e-6]
loss: 3.336559801923022e-5
pde_losses: [3.114031496235877e-8, 1.6302746150846012e-8]
bcs_losses: [5.295631259744152e-6, 1.7787385995185067e-7, 1.4181177903195492e-5, 3.1035655855935514e-6, 7.891523400463252e-6, 2.668382949168724e-6]
loss: 3.323609179633921e-5
pde_losses: [6.668027475187942e-8, 1.4519166533879428e-8]
bcs_losses: [5.191016672407659e-6, 1.822200462574908e-7, 1.401848935249077e-5, 3.130382239045601e-6, 8.028710468894252e-6, 2.604073575957676e-6]
loss: 3.305003519591158e-5
pde_losses: [1.9295166336778743e-8, 2.3493217468961363e-8]
bcs_losses: [5.092940739673128e-6, 1.8716287229787857e-7, 1.3776881071171588e-5, 3.2138815223525346e-6, 8.227785533216214e-6, 2.508595073394492e-6]
loss: 3.2832606504881196e-5
pde_losses: [4.4468972476628044e-8, 2.4901704951582848e-8]
bcs_losses: [5.050386291564407e-6, 1.975757069022223e-7, 1.3589783503000492e-5, 3.3081859596174446e-6, 8.212554532136981e-6, 2.404749834231434e-6]
loss: 3.276194228672505e-5
pde_losses: [4.9947918386687844e-8, 4.338282413954362e-8]
bcs_losses: [5.010949831012068e-6, 1.9070521819595862e-7, 1.3620635674643237e-5, 3.3391635967034615e-6, 8.094846806673145e-6, 2.412310416970943e-6]
loss: 3.2656397878639744e-5
pde_losses: [2.4367695583818417e-8, 3.103903470607354e-8]
bcs_losses: [5.03367981437483e-6, 1.9142229241343636e-7, 1.3471778653710633e-5, 3.3690615423151358e-6, 8.16872867418618e-6, 2.3663201713496308e-6]
loss: 3.2592899664679244e-5
pde_losses: [1.0076685424169115e-8, 2.502216068438012e-8]
bcs_losses: [5.014346075637345e-6, 1.868916761564307e-7, 1.3428376075280246e-5, 3.4675600906807764e-6, 8.16287778042738e-6, 2.2977491203885204e-6]
loss: 3.254392957614341e-5
pde_losses: [1.0873775633601782e-8, 2.0084652262898317e-8]
bcs_losses: [5.011582823175093e-6, 1.7859602178270597e-7, 1.3417515615702055e-5, 3.441804217378734e-6, 8.157959756930715e-6, 2.305512713277609e-6]
loss: 3.2499742474250906e-5
pde_losses: [1.0276971740264863e-8, 1.2387362363494968e-8]
bcs_losses: [4.962285568164577e-6, 1.7813451299224772e-7, 1.3430750136595837e-5, 3.4213250033017368e-6, 8.204160747539142e-6, 2.2804221715536045e-6]
loss: 3.245691620506541e-5
pde_losses: [7.410055114040707e-9, 1.1954807692266301e-8]
bcs_losses: [4.9320358947676324e-6, 1.8050776801545229e-7, 1.3395105200519548e-5, 3.3874860748121e-6, 8.31466187063348e-6, 2.2277545335108886e-6]
loss: 3.2424611377522704e-5
pde_losses: [1.0554094534359604e-8, 5.9689936776026415e-9]
bcs_losses: [4.914672999972858e-6, 1.849110841071251e-7, 1.339491209180367e-5, 3.358684274648359e-6, 8.34526504059358e-6, 2.2096427981851513e-6]
loss: 3.2392159408742483e-5
pde_losses: [1.4272630784510884e-8, 6.83296392387654e-9]
bcs_losses: [4.9060493912354746e-6, 1.8480979031056373e-7, 1.337013024114343e-5, 3.34637493755494e-6, 8.390300584705786e-6, 2.173388869083902e-6]
loss: 3.233551044451365e-5
pde_losses: [2.4410008754023205e-8, 1.8379542286415647e-8]
bcs_losses: [4.870130948907152e-6, 1.8270416140541474e-7, 1.3361405900329669e-5, 3.3511936006137303e-6, 8.413110970452234e-6, 2.114175311765013e-6]
loss: 3.223752108536094e-5
pde_losses: [1.1651633349611274e-8, 1.4237843877927954e-8]
bcs_losses: [4.886721257781426e-6, 1.7950090668882725e-7, 1.3274290220437863e-5, 3.458286522866374e-6, 8.395845721760188e-6, 2.0169869785987247e-6]
loss: 3.20971192551788e-5
pde_losses: [2.5988411250006456e-8, 1.6986921292096152e-8]
bcs_losses: [4.8989910163956e-6, 1.7459733207228264e-7, 1.3261788632583612e-5, 3.493325491068219e-6, 8.288436031325537e-6, 1.937005419191442e-6]
loss: 3.198209057278149e-5
pde_losses: [3.2519957118042974e-8, 2.559101686241673e-8]
bcs_losses: [4.927532639654843e-6, 1.7770192034871622e-7, 1.3270430217727522e-5, 3.469728917005203e-6, 8.133056353668656e-6, 1.9455295503960964e-6]
loss: 3.1913727873462015e-5
pde_losses: [6.239500118212197e-9, 7.727957986657393e-9]
bcs_losses: [4.95054947857359e-6, 1.775287406740233e-7, 1.3226976737662271e-5, 3.50351596996971e-6, 8.124467253002417e-6, 1.916722235475138e-6]
loss: 3.18614996098176e-5
pde_losses: [1.1283417072631753e-8, 1.6806384894811242e-8]
bcs_losses: [4.960450099900019e-6, 1.6681123924079446e-7, 1.3287379712458821e-5, 3.508074659261318e-6, 7.958781654137017e-6, 1.951912442852188e-6]
loss: 3.181323873064225e-5
pde_losses: [8.838195478195442e-9, 1.4083198611542554e-8]
bcs_losses: [4.933627864954436e-6, 1.5621241035417277e-7, 1.3316829951396912e-5, 3.5724246177925015e-6, 7.85153968509412e-6, 1.959682806960372e-6]
loss: 3.1762057253970254e-5
pde_losses: [9.110026586460791e-9, 1.7864803315870072e-8]
bcs_losses: [4.904914318311763e-6, 1.509912012115815e-7, 1.3341364628584835e-5, 3.6056016639706418e-6, 7.730161605598712e-6, 2.002049006390387e-6]
loss: 3.170658411165122e-5
pde_losses: [8.013923901609838e-9, 1.3884776595646368e-8]
bcs_losses: [4.910365942731909e-6, 1.4848744146260356e-7, 1.3410108519145271e-5, 3.628719649820654e-6, 7.545056962955372e-6, 2.041946895038156e-6]
loss: 3.166643867669488e-5
pde_losses: [4.768530879840169e-9, 1.8619341854098303e-8]
bcs_losses: [4.904911078526095e-6, 1.6242484104552832e-7, 1.348116293455683e-5, 3.5666271853869476e-6, 7.445009546852911e-6, 2.0829152175926245e-6]
loss: 3.1632543822451445e-5
pde_losses: [8.624449162954315e-9, 1.1138022481790043e-8]
bcs_losses: [4.9130146014445e-6, 1.7639377855463143e-7, 1.356182455821441e-5, 3.4872018969655463e-6, 7.34899319858831e-6, 2.1253533170393116e-6]
loss: 3.1601135275593235e-5
pde_losses: [9.53701953197311e-9, 1.0782424096406046e-8]
bcs_losses: [4.913711833528325e-6, 1.6334077822146015e-7, 1.3632010201094175e-5, 3.3968048106006634e-6, 7.300593475379525e-6, 2.1743547331407073e-6]
loss: 3.1571021859137404e-5
pde_losses: [3.796170808216648e-9, 7.374824446862941e-9]
bcs_losses: [4.930981129066778e-6, 1.566792066337701e-7, 1.369853498785433e-5, 3.3288202480745325e-6, 7.224348226133149e-6, 2.2204870661197574e-6]
loss: 3.153783622438718e-5
pde_losses: [4.663406365747914e-9, 7.047950995523456e-9]
bcs_losses: [4.976239315551516e-6, 1.6490852305010764e-7, 1.3714825810578206e-5, 3.2771834571223786e-6, 7.122725246209584e-6, 2.2702425145141165e-6]
loss: 3.1490290578397375e-5
pde_losses: [8.9728072968715e-9, 4.922603647237245e-9]
bcs_losses: [5.009363833474059e-6, 1.7463029903566704e-7, 1.3690219675748142e-5, 3.211188384701835e-6, 7.080018671342188e-6, 2.3109743031513737e-6]
loss: 3.141844791784985e-5
pde_losses: [1.697344348724292e-8, 1.331495763611067e-8]
bcs_losses: [5.018042835984898e-6, 1.8457284021809433e-7, 1.3749125125006668e-5, 3.134132416205938e-6, 6.885190502700165e-6, 2.4170957966107265e-6]
loss: 3.134222723356355e-5
pde_losses: [1.4690145160074152e-8, 1.0881633452358584e-8]
bcs_losses: [4.989978178737407e-6, 1.9267257187152723e-7, 1.3672073642627651e-5, 3.070716140008957e-6, 6.931051416652697e-6, 2.4601635050528784e-6]
loss: 3.126416956913187e-5
pde_losses: [9.328793252610307e-9, 1.0326993403605076e-8]
bcs_losses: [4.976321685594163e-6, 1.9667679371727872e-7, 1.3694879410332246e-5, 3.005226782576819e-6, 6.808078805668861e-6, 2.5633303045862937e-6]
loss: 3.122725136786547e-5
pde_losses: [1.1726002150778777e-8, 1.2412670979342752e-8]
bcs_losses: [4.990434412645459e-6, 1.9880199899796533e-7, 1.3685111079823101e-5, 2.9514050411715667e-6, 6.759991031547164e-6, 2.6173691305500905e-6]
loss: 3.119835118917204e-5
pde_losses: [6.647204987723769e-9, 1.5216399382825114e-8]
bcs_losses: [5.009498871693946e-6, 1.9822255147215626e-7, 1.3593290018768414e-5, 2.9902247798870645e-6, 6.8203334132734025e-6, 2.5649179497065085e-6]
loss: 3.115695237983619e-5
pde_losses: [9.393957259581466e-9, 1.6812463970128024e-8]
bcs_losses: [5.004916909974021e-6, 2.058007311831731e-7, 1.3565920025791672e-5, 2.954145832867655e-6, 6.79809824079416e-6, 2.601864217995803e-6]
loss: 3.108629663053831e-5
pde_losses: [1.9217410338605385e-8, 2.5804503337807885e-8]
bcs_losses: [4.997761691696054e-6, 2.0608915722052548e-7, 1.3405965156744097e-5, 2.952971964535564e-6, 6.915327067485886e-6, 2.563159679179769e-6]
loss: 3.092858788516431e-5
pde_losses: [2.7453169965867542e-8, 4.600078582765389e-8]
bcs_losses: [5.002241745862183e-6, 2.094795038403801e-7, 1.3109808743755981e-5, 2.9518860646792128e-6, 7.0708858281736614e-6, 2.5108320430593724e-6]
loss: 3.061477299273714e-5
pde_losses: [6.365518585797976e-8, 5.823742224316148e-8]
bcs_losses: [5.057668628823784e-6, 2.440532542139966e-7, 1.2793566625130121e-5, 2.8228003350628163e-6, 7.013904249504063e-6, 2.5608872919012207e-6]
loss: 3.0416236502659895e-5
pde_losses: [3.891160201330392e-8, 9.362639318955404e-8]
bcs_losses: [5.123250870431608e-6, 2.716439176543694e-7, 1.2730098843489202e-5, 2.7499072246538354e-6, 6.731725269782253e-6, 2.6770723814457683e-6]
loss: 3.026744801452452e-5
pde_losses: [4.2119254379163654e-8, 3.395986554609131e-8]
bcs_losses: [5.183906588272454e-6, 3.0618599170764376e-7, 1.252794631369999e-5, 2.687980188720274e-6, 6.718896093639128e-6, 2.766453718559775e-6]
loss: 3.0139788604746155e-5
pde_losses: [3.2525505324997205e-8, 1.112064833218992e-8]
bcs_losses: [5.156959163835748e-6, 3.4868062926488835e-7, 1.241843706787667e-5, 2.6780048720535718e-6, 6.655886471595947e-6, 2.8381742464621447e-6]
loss: 3.0087478991074054e-5
pde_losses: [8.395794983710812e-9, 1.47015496965633e-8]
bcs_losses: [5.160286003941068e-6, 3.430533514274201e-7, 1.2392585015739271e-5, 2.6986759592887788e-6, 6.654451439526972e-6, 2.8153298764702675e-6]
loss: 3.0049022472675918e-5
pde_losses: [4.886753423502633e-9, 1.510460381485999e-8]
bcs_losses: [5.182639711747351e-6, 3.5067512389105574e-7, 1.2328286803529523e-5, 2.7267044454411966e-6, 6.625712077841531e-6, 2.8150129529868994e-6]
loss: 3.0015592760173102e-5
pde_losses: [2.1676815225694152e-8, 1.7868460034382036e-8]
bcs_losses: [5.165121162800577e-6, 3.4520716094358065e-7, 1.2314634421283089e-5, 2.712720956864916e-6, 6.619000227948785e-6, 2.8193635550720796e-6]
loss: 2.992800997627945e-5
pde_losses: [2.437931492336988e-8, 1.6734478544949254e-8]
bcs_losses: [5.1775773290350464e-6, 3.3661712736130197e-7, 1.2263785419314694e-5, 2.8008797111535903e-6, 6.66885951381263e-6, 2.6391770821338695e-6]
loss: 2.9824439271367366e-5
pde_losses: [3.898055867986725e-8, 6.791439932651361e-8]
bcs_losses: [5.192981946624191e-6, 3.403391533845128e-7, 1.225844276555979e-5, 2.789671488649068e-6, 6.51340826563692e-6, 2.6227006935065026e-6]
loss: 2.9702822468229245e-5
pde_losses: [2.44806640154741e-8, 6.032808289143341e-8]
bcs_losses: [5.2453832484748145e-6, 3.4141329530399057e-7, 1.2217409863614094e-5, 2.8539294663456443e-6, 6.472892680480447e-6, 2.4869851671033475e-6]
loss: 2.9555392590267428e-5
pde_losses: [2.8879779024190484e-8, 6.413471443509513e-8]
bcs_losses: [5.28638076047541e-6, 3.2545748926156044e-7, 1.2302358048823805e-5, 2.906939909956416e-6, 6.2767718724698104e-6, 2.364470015821141e-6]
loss: 2.9420311803083305e-5
pde_losses: [4.730177490868155e-8, 4.0892567494831974e-8]
bcs_losses: [5.307242773697051e-6, 3.524770461927821e-7, 1.229311274443069e-5, 2.839350385490784e-6, 6.129772055043601e-6, 2.4101624558248823e-6]
loss: 2.9231809881554234e-5
pde_losses: [2.4720080756443963e-8, 5.4539136062221465e-8]
bcs_losses: [5.260200122694884e-6, 3.3670468790462595e-7, 1.2362601312777858e-5, 2.7720167516422735e-6, 6.038173105122591e-6, 2.3828546845933377e-6]
loss: 2.912418383447134e-5
pde_losses: [3.3569901602064885e-8, 3.349368284162545e-8]
bcs_losses: [5.3431926520723755e-6, 3.4410431848921644e-7, 1.2396930752548894e-5, 2.7482069638977263e-6, 5.902507662988423e-6, 2.322177900031016e-6]
loss: 2.901266183352631e-5
pde_losses: [1.5040052438906216e-8, 2.87183292504804e-8]
bcs_losses: [5.452042944978003e-6, 3.705018230319468e-7, 1.2424898873036977e-5, 2.6732041470561972e-6, 5.6524429542893135e-6, 2.3958127094444867e-6]
loss: 2.895679179947902e-5
pde_losses: [1.1486845648498509e-8, 2.252863793016516e-8]
bcs_losses: [5.544443758128993e-6, 3.6477942863477835e-7, 1.2426405942416549e-5, 2.6731053193600366e-6, 5.565006206320702e-6, 2.3490356610392934e-6]
loss: 2.8915075931250352e-5
pde_losses: [1.286177559828603e-8, 9.79315810622119e-9]
bcs_losses: [5.626881159151497e-6, 3.65464709661443e-7, 1.2374483178128184e-5, 2.642919892132701e-6, 5.516780705002727e-6, 2.3658913534692943e-6]
loss: 2.8879347099522256e-5
pde_losses: [5.077018628990836e-9, 1.3009676509955231e-8]
bcs_losses: [5.708774804283745e-6, 3.8012653233684893e-7, 1.2387734260531193e-5, 2.6041879878920758e-6, 5.378278667316458e-6, 2.4021581520229875e-6]
loss: 2.884703988409559e-5
pde_losses: [1.478733022645438e-8, 1.0520841586410595e-8]
bcs_losses: [5.686466770951792e-6, 3.830411487237268e-7, 1.2394876431798543e-5, 2.619235035894653e-6, 5.342018116975697e-6, 2.3960942079383093e-6]
loss: 2.8818155154510243e-5
pde_losses: [9.711513509890794e-9, 9.416959572376655e-9]
bcs_losses: [5.773672400823236e-6, 3.982802917869078e-7, 1.2374998147022685e-5, 2.589911331712701e-6, 5.242044045939317e-6, 2.4201204641431317e-6]
loss: 2.876444582287632e-5
pde_losses: [1.6919582160291163e-8, 1.068670336279877e-8]
bcs_losses: [5.7381013477576245e-6, 4.18561930935928e-7, 1.2396982096734972e-5, 2.585599071752575e-6, 5.129075976911095e-6, 2.4685191132610373e-6]
loss: 2.870746457906331e-5
pde_losses: [1.718538115302166e-8, 1.3980191630467881e-8]
bcs_losses: [5.746567278221412e-6, 4.403345926942964e-7, 1.2369966147740881e-5, 2.6228125807763163e-6, 5.022490413363204e-6, 2.4741279934837074e-6]
loss: 2.8632070259703152e-5
pde_losses: [2.6163053910414263e-8, 2.8747280334580177e-8]
bcs_losses: [5.6056956585734545e-6, 4.578537495746066e-7, 1.2292575809542432e-5, 2.676434875729834e-6, 5.063329469011754e-6, 2.4812703630260755e-6]
loss: 2.8562063604002855e-5
pde_losses: [1.559611436628278e-8, 2.031672628656707e-8]
bcs_losses: [5.596123280868464e-6, 4.99897453051808e-7, 1.227488224558567e-5, 2.6926455020240307e-6, 4.957762793659986e-6, 2.5048394881600425e-6]
loss: 2.84375562210969e-5
pde_losses: [5.342584109431565e-8, 5.3960598841900987e-8]
bcs_losses: [5.514195522989887e-6, 5.754882294693213e-7, 1.2058899791752519e-5, 2.7185859432600997e-6, 4.949079755348888e-6, 2.5139205383399706e-6]
loss: 2.8202024436551387e-5
pde_losses: [4.4388289227827004e-8, 3.6286146126726364e-8]
bcs_losses: [5.567062921719695e-6, 6.621571483874637e-7, 1.1845795164108992e-5, 2.76141052673307e-6, 4.850545704356983e-6, 2.434378535890627e-6]
loss: 2.7860398053655647e-5
pde_losses: [9.975197682050446e-8, 7.010481705872801e-8]
bcs_losses: [5.7505356656108805e-6, 7.366578375745471e-7, 1.1408006795741426e-5, 2.738538186325275e-6, 4.6984377409729815e-6, 2.358365033551306e-6]
loss: 2.7549194825015008e-5
pde_losses: [6.738511003039842e-8, 7.832422271095307e-8]
bcs_losses: [5.865612783674276e-6, 7.429899393796882e-7, 1.1146865716382986e-5, 2.5249237044572353e-6, 4.773916867541377e-6, 2.3491764808380948e-6]
loss: 2.7302286109279986e-5
pde_losses: [3.9978417752221684e-8, 5.0739086247627504e-8]
bcs_losses: [5.926062951804414e-6, 8.28379685887682e-7, 1.0856399520753044e-5, 2.485326079843562e-6, 4.733515645927916e-6, 2.3818847210635147e-6]
loss: 2.712656731042605e-5
pde_losses: [3.832566161508334e-8, 6.673531328112865e-8]
bcs_losses: [5.949494597015452e-6, 8.414333330086238e-7, 1.0725878334014383e-5, 2.4490165582482005e-6, 4.687342862022724e-6, 2.368340651220458e-6]
loss: 2.6972598550434113e-5
pde_losses: [3.956481859469428e-8, 6.282378064257878e-8]
bcs_losses: [5.90360750470573e-6, 8.858922329099624e-7, 1.0560040795708097e-5, 2.3975782175529365e-6, 4.643509873971032e-6, 2.4795813263490824e-6]
loss: 2.688326567506042e-5
pde_losses: [3.3921997302851654e-8, 5.683738567115155e-8]
bcs_losses: [5.9207141723095965e-6, 9.242408382212371e-7, 1.0418648488438102e-5, 2.361481143878817e-6, 4.632391614160561e-6, 2.5350300350781016e-6]
loss: 2.6787234931437086e-5
pde_losses: [3.023681711199237e-8, 4.4991829541855525e-8]
bcs_losses: [5.889711916670289e-6, 9.410638819743255e-7, 1.021518975894481e-5, 2.310292437237413e-6, 4.721148125944521e-6, 2.6346001640118766e-6]
loss: 2.675962845344307e-5
pde_losses: [1.2621714696594743e-8, 5.066278115305849e-8]
bcs_losses: [5.92489568732361e-6, 9.531741444569685e-7, 1.0176562579549283e-5, 2.2861604560365854e-6, 4.688415480726357e-6, 2.667135609500611e-6]
loss: 2.6706379943761618e-5
pde_losses: [1.841792093681163e-8, 4.035457063761638e-8]
bcs_losses: [5.965290800596379e-6, 1.0118579084561565e-6, 9.988258281797611e-6, 2.259905688258008e-6, 4.639962759469101e-6, 2.7823320136099336e-6]
loss: 2.6670981451865895e-5
pde_losses: [6.404690074039056e-9, 5.3517412552872163e-8]
bcs_losses: [5.959142375852917e-6, 1.0227458613018965e-6, 9.919712898423302e-6, 2.2861703341111896e-6, 4.634889536149231e-6, 2.788398343400443e-6]
loss: 2.6630245194742684e-5
pde_losses: [1.1162377609914543e-8, 4.463570159160868e-8]
bcs_losses: [5.964962163114147e-6, 1.0553698677009847e-6, 9.822409120983507e-6, 2.276011635371081e-6, 4.589328485549174e-6, 2.866365842822271e-6]
loss: 2.6572835516095887e-5
pde_losses: [2.1765042750783336e-8, 4.543738105952177e-8]
bcs_losses: [6.036829088356809e-6, 1.1321795788478713e-6, 9.631082643392445e-6, 2.284643921818202e-6, 4.495313277205795e-6, 2.9255845826644556e-6]
loss: 2.6512872533381548e-5
pde_losses: [1.4261300487140585e-8, 3.638148178910806e-8]
bcs_losses: [6.053078083975674e-6, 1.2393150930651177e-6, 9.542243629607182e-6, 2.3233776080789453e-6, 4.357627842623648e-6, 2.9465874937547323e-6]
loss: 2.6461759550877075e-5
pde_losses: [1.525473987966084e-8, 3.8466364977819776e-8]
bcs_losses: [6.096081698682849e-6, 1.2689423963005399e-6, 9.459245339976669e-6, 2.360333981321846e-6, 4.256892872793228e-6, 2.9665421569444624e-6]
loss: 2.641985017758452e-5
pde_losses: [2.4127450900142743e-8, 3.8512741872765784e-8]
bcs_losses: [6.091417869582087e-6, 1.2565698158561407e-6, 9.510072037677183e-6, 2.436289359554857e-6, 4.137684846864567e-6, 2.9251760552767778e-6]
loss: 2.6376392569623577e-5
pde_losses: [8.64931519200175e-9, 5.1788916061955174e-8]
bcs_losses: [6.117230118888936e-6, 1.2990406457096926e-6, 9.399860484440604e-6, 2.5180345199085286e-6, 4.02157613682319e-6, 2.960212432598665e-6]
loss: 2.63188246426209e-5
pde_losses: [1.9312645371058193e-8, 6.038889786816638e-8]
bcs_losses: [6.158356924280972e-6, 1.3413810974443585e-6, 9.311489839720636e-6, 2.5485729580263203e-6, 3.961288289633824e-6, 2.918033990275564e-6]
loss: 2.6264043119056443e-5
pde_losses: [1.295324415857742e-8, 4.46026433431824e-8]
bcs_losses: [6.197973557123043e-6, 1.3984014833335887e-6, 9.18722532168152e-6, 2.5863894747615056e-6, 3.9098799975889875e-6, 2.9266173970660376e-6]
loss: 2.6198263434305036e-5
pde_losses: [1.6396927721593543e-8, 7.02489567059619e-8]
bcs_losses: [6.210552343577925e-6, 1.3491729071945262e-6, 9.158367581330567e-6, 2.5742464785860054e-6, 3.930156028435086e-6, 2.88912221075337e-6]
loss: 2.6125826304162146e-5
pde_losses: [1.457197592091704e-8, 6.939585036096938e-8]
bcs_losses: [6.290374938509776e-6, 1.4108498675369836e-6, 9.027395215875517e-6, 2.6047987042499264e-6, 3.868840435312639e-6, 2.8395993163954165e-6]
loss: 2.604129476502779e-5
pde_losses: [1.4940320424918455e-8, 6.603973873315354e-8]
bcs_losses: [6.333524464561869e-6, 1.4157718792354091e-6, 8.89983946007658e-6, 2.5304586842558245e-6, 3.899975580657923e-6, 2.8807446370821116e-6]
loss: 2.594272203250766e-5
pde_losses: [3.414980973028585e-8, 8.533070644872697e-8]
bcs_losses: [6.3903440830070545e-6, 1.405288829571489e-6, 8.749516080899641e-6, 2.4897241555119634e-6, 3.824232966717695e-6, 2.9641354006208068e-6]
loss: 2.5819362383088596e-5
pde_losses: [8.866092697024572e-8, 6.328801297965416e-8]
bcs_losses: [6.379978605391637e-6, 1.3493736667596354e-6, 8.657605391508046e-6, 2.4803139207448785e-6, 3.766413257221609e-6, 3.033728601512889e-6]
loss: 2.571973034420452e-5
pde_losses: [5.567609837340319e-8, 6.272129646040155e-8]
bcs_losses: [6.413189728946527e-6, 1.3678522079682425e-6, 8.519259822182325e-6, 2.5109737331870923e-6, 3.653694237929992e-6, 3.1363632191565383e-6]
loss: 2.5528824547244596e-5
pde_losses: [7.233433391144744e-8, 5.8648269863739626e-8]
bcs_losses: [6.376905320690736e-6, 1.3625572652301295e-6, 8.418014456492648e-6, 2.568017713624193e-6, 3.4421469331268728e-6, 3.2302002543048297e-6]
loss: 2.5396698917696e-5
pde_losses: [6.725188677532515e-8, 4.8040744582349714e-8]
bcs_losses: [6.418911437270922e-6, 1.3861080184103667e-6, 8.394501184341207e-6, 2.570042425021545e-6, 3.3330910119766637e-6, 3.178752209317625e-6]
loss: 2.5161852018586528e-5
pde_losses: [5.5948143647261724e-8, 1.03577694073554e-7]
bcs_losses: [6.3874608261693755e-6, 1.356575993463458e-6, 8.398530875637234e-6, 2.5629956064819747e-6, 3.1784801221552614e-6, 3.1182827569584076e-6]
loss: 2.4928543871517205e-5
pde_losses: [6.456237931525837e-8, 8.124253678612072e-8]
bcs_losses: [6.4048926930508516e-6, 1.308500445558604e-6, 8.344735717416427e-6, 2.5729708408229004e-6, 3.0240943932571095e-6, 3.127544865309936e-6]
loss: 2.4748009942177386e-5
pde_losses: [7.460691366848899e-8, 7.237911714389174e-8]
bcs_losses: [6.367515234969003e-6, 1.225083300130658e-6, 8.453864872560901e-6, 2.53293190049786e-6, 2.9689207137950198e-6, 3.0527078894115654e-6]
loss: 2.4492934830460087e-5
pde_losses: [8.691266690032519e-8, 7.838794056235643e-8]
bcs_losses: [6.334096325749765e-6, 1.1702763117397649e-6, 8.456394529173579e-6, 2.4816649139849765e-6, 2.6852568518467863e-6, 3.199945290502532e-6]
loss: 2.4289488157121812e-5
pde_losses: [3.714975966646937e-8, 6.852337566663944e-8]
bcs_losses: [6.272638763638777e-6, 1.0726296054418518e-6, 8.540840971875513e-6, 2.287858854058708e-6, 2.5902910679647734e-6, 3.419555758809084e-6]
loss: 2.4183284814541233e-5
pde_losses: [1.5938415109129505e-8, 7.921513994665477e-8]
bcs_losses: [6.208833900878265e-6, 1.0337251529965778e-6, 8.620702328107268e-6, 2.2842595506120168e-6, 2.501840541096852e-6, 3.4387697857944656e-6]
loss: 2.408450732446685e-5
pde_losses: [1.6229950252867364e-8, 5.914949225218229e-8]
bcs_losses: [6.159873008827185e-6, 1.026755419184188e-6, 8.609553419381897e-6, 2.254528380243136e-6, 2.4167835067356676e-6, 3.541634147589725e-6]
loss: 2.4019212182104208e-5
pde_losses: [1.533715933765936e-8, 4.679324552778973e-8]
bcs_losses: [6.164313481699987e-6, 1.0339510572821488e-6, 8.603652056535843e-6, 2.2155248096443667e-6, 2.4077621430709247e-6, 3.531878229005489e-6]
loss: 2.3918489312375947e-5
pde_losses: [1.9773120693887534e-8, 3.777649823686983e-8]
bcs_losses: [6.2100978864821636e-6, 1.0228374830744306e-6, 8.585379675989802e-6, 2.2004024374419182e-6, 2.273169931171276e-6, 3.569052279285599e-6]
loss: 2.3808223430221403e-5
pde_losses: [2.5383208550077165e-8, 5.323053154233192e-8]
bcs_losses: [6.2308965186369326e-6, 1.0559116329811259e-6, 8.593851662127923e-6, 2.2119199121540187e-6, 2.2189506530694235e-6, 3.4180793111595687e-6]
loss: 2.36422963875015e-5
pde_losses: [4.5444966496314664e-8, 4.239655891296442e-8]
bcs_losses: [6.22788245555916e-6, 1.0742864247619793e-6, 8.612452268323485e-6, 2.2102486882422523e-6, 2.1901082535814125e-6, 3.239476771623933e-6]
loss: 2.3460910250865167e-5
pde_losses: [6.826514118213308e-8, 4.17517952507856e-8]
bcs_losses: [6.201532153900194e-6, 1.094118845528136e-6, 8.591860713437637e-6, 2.1789833547611347e-6, 2.080935777393318e-6, 3.203462469411825e-6]
loss: 2.3282192941843104e-5
pde_losses: [3.738037533733743e-8, 8.460925957322263e-8]
bcs_losses: [6.16838162592121e-6, 1.0626791895750083e-6, 8.692026627002831e-6, 2.114708436772795e-6, 2.069384504416568e-6, 3.0530229232441328e-6]
loss: 2.3044839412999767e-5
pde_losses: [7.560057741062604e-8, 1.3482846515166126e-7]
bcs_losses: [6.17375527590518e-6, 1.0103375077182785e-6, 8.631330920220197e-6, 1.976583844473962e-6, 2.116959146724439e-6, 2.9254436753954256e-6]
loss: 2.2815787022517433e-5
pde_losses: [5.32121693912875e-8, 7.266726390758392e-8]
bcs_losses: [6.26816524118455e-6, 9.778289960194616e-7, 8.596735275332406e-6, 1.9322157737187704e-6, 2.0401129679884573e-6, 2.8748493349749184e-6]
loss: 2.2643936461976432e-5
pde_losses: [4.2563223729938865e-8, 4.1756485704596786e-8]
bcs_losses: [6.3006324782497686e-6, 9.12042796933537e-7, 8.578197052900029e-6, 1.8349885945389636e-6, 2.0176074564301046e-6, 2.9161483734894922e-6]
loss: 2.2493471730665638e-5
pde_losses: [4.820851074508722e-8, 4.5371726156031704e-8]
bcs_losses: [6.319400625262934e-6, 9.155118816963107e-7, 8.538398627405314e-6, 1.792658006686353e-6, 2.088055577651398e-6, 2.745866775062208e-6]
loss: 2.2176751675884252e-5
pde_losses: [7.737207906742175e-8, 4.1111635290667843e-8]
bcs_losses: [6.266298875046882e-6, 9.066429586268233e-7, 8.424592620358511e-6, 1.7044826522587788e-6, 2.21715083402683e-6, 2.539100021208333e-6]
loss: 2.1908851459040272e-5
pde_losses: [7.081433401867702e-8, 6.24382575538676e-8]
bcs_losses: [6.249043842045702e-6, 8.967058714431893e-7, 8.373503858972516e-6, 1.6374102268677876e-6, 2.228775691062182e-6, 2.390159377076353e-6]
loss: 2.1735111630392245e-5
pde_losses: [2.8724036352861897e-8, 4.938285090557093e-8]
bcs_losses: [6.251669613499014e-6, 9.096801038390813e-7, 8.2889256028923e-6, 1.6217307669044055e-6, 2.3167775806319408e-6, 2.2682210753670673e-6]
loss: 2.162997862609736e-5
pde_losses: [1.5197441095959028e-8, 3.32318360730934e-8]
bcs_losses: [6.2564626891363475e-6, 8.854504008107342e-7, 8.225863198295128e-6, 1.605692394357615e-6, 2.3792627657893358e-6, 2.2288179005391474e-6]
loss: 2.156244967087711e-5
pde_losses: [1.5102975125404335e-8, 1.2705512092372116e-8]
bcs_losses: [6.2543544048455676e-6, 8.626069423428902e-7, 8.24455013908104e-6, 1.5882115076641427e-6, 2.3420669186209912e-6, 2.2428512711047027e-6]
loss: 2.1508761516267482e-5
pde_losses: [2.241798071742763e-8, 1.0431105664753715e-8]
bcs_losses: [6.249986050209655e-6, 8.48318182690244e-7, 8.248788026963177e-6, 1.5786981047615594e-6, 2.3379398985690018e-6, 2.2121821666916613e-6]
loss: 2.1482154003691264e-5
pde_losses: [1.2174729064378074e-8, 7.221359611147665e-9]
bcs_losses: [6.2470548784760595e-6, 8.39625828647416e-7, 8.244105270530365e-6, 1.5725441160916042e-6, 2.3554154904857836e-6, 2.2040123307845084e-6]
loss: 2.1467007104646064e-5
pde_losses: [4.5793115043837736e-9, 3.6355678728866807e-9]
bcs_losses: [6.2460754539774904e-6, 8.343964949180398e-7, 8.271369988011619e-6, 1.5720745598397115e-6, 2.3363106474549483e-6, 2.1985650810669824e-6]
loss: 2.1456914066259287e-5
pde_losses: [3.831807813534269e-9, 4.495654176668978e-9]
bcs_losses: [6.266389085552899e-6, 8.373075765164156e-7, 8.271011366905155e-6, 1.5683680273820545e-6, 2.2999054785730317e-6, 2.205605069339532e-6]
loss: 2.1447636470860133e-5
pde_losses: [2.8088126171939594e-9, 2.984730791151476e-9]
bcs_losses: [6.286430304890463e-6, 8.424122698408788e-7, 8.270575241863041e-6, 1.5678742409810164e-6, 2.2849987374058356e-6, 2.189552132470548e-6]
loss: 2.1435864629640333e-5
pde_losses: [4.1044636150336474e-9, 2.829045179289172e-9]
bcs_losses: [6.31159407459676e-6, 8.557669785335952e-7, 8.246535201840657e-6, 1.5673347923224915e-6, 2.26803505427214e-6, 2.179665019280368e-6]
loss: 2.1420575178713863e-5
pde_losses: [2.4144474468269824e-9, 3.350873491125513e-9]
bcs_losses: [6.3417593041541945e-6, 8.645101670117686e-7, 8.22082716653031e-6, 1.5617831567336677e-6, 2.2502051356847594e-6, 2.175724927661214e-6]
loss: 2.1394537244272204e-5
pde_losses: [7.220425124085774e-9, 6.153263827974819e-9]
bcs_losses: [6.365191462204624e-6, 8.870554740136378e-7, 8.17182886555151e-6, 1.5600639223190617e-6, 2.2208774161560214e-6, 2.176146415075289e-6]
loss: 2.137420531733199e-5
pde_losses: [3.739022704063861e-9, 4.858199258446639e-9]
bcs_losses: [6.376661353712051e-6, 8.988451998954888e-7, 8.138366322153264e-6, 1.5572653987152987e-6, 2.21580342001766e-6, 2.1786664008757157e-6]
loss: 2.135644778085331e-5
pde_losses: [2.2614892306177222e-9, 5.2322172955346656e-9]
bcs_losses: [6.400952297639839e-6, 9.212808164427156e-7, 8.106237612645763e-6, 1.5566798751124786e-6, 2.1714935156870925e-6, 2.192309956799269e-6]
loss: 2.1344071456649338e-5
pde_losses: [2.4973504356252603e-9, 5.160757845776724e-9]
bcs_losses: [6.420010990266018e-6, 9.268669534363445e-7, 8.105210353306596e-6, 1.552196212410117e-6, 2.1167428566212026e-6, 2.2153859823276567e-6]
loss: 2.1335682685424286e-5
pde_losses: [1.8418368355479453e-9, 3.0613034712836773e-9]
bcs_losses: [6.419647628924353e-6, 9.326933444558738e-7, 8.1016070872619e-6, 1.5524071542798492e-6, 2.0945412299942638e-6, 2.2298831002012145e-6]
loss: 2.133037842013161e-5
pde_losses: [1.6132104712279822e-9, 2.9257870560568054e-9]
bcs_losses: [6.434576027370847e-6, 9.404630659405892e-7, 8.098930924678374e-6, 1.549375012777159e-6, 2.0586492920063576e-6, 2.243845099831002e-6]
loss: 2.1325957970997382e-5
pde_losses: [1.4403961458667715e-9, 3.2608526485563514e-9]
bcs_losses: [6.41932560667502e-6, 9.382133793850779e-7, 8.112025778018788e-6, 1.5510566073578666e-6, 2.0575050311084693e-6, 2.243130319657739e-6]
loss: 2.132161631554676e-5
pde_losses: [1.3622458639962554e-9, 2.510320069751535e-9]
bcs_losses: [6.417230096961925e-6, 9.395318098069726e-7, 8.103100018135157e-6, 1.55354178711339e-6, 2.0648073721059708e-6, 2.2395326654895953e-6]
loss: 2.1318689428441516e-5
pde_losses: [1.0268393504403611e-9, 2.5797341656826734e-9]
bcs_losses: [6.407394589327552e-6, 9.410452952007043e-7, 8.10879518341906e-6, 1.5533291983749517e-6, 2.0693372041933443e-6, 2.235181384409781e-6]
loss: 2.1314770143055787e-5
pde_losses: [6.573841556141052e-10, 3.4681864048000066e-9]
bcs_losses: [6.405937422033598e-6, 9.472664521623528e-7, 8.0971281425946e-6, 1.556719904293583e-6, 2.0756008897048934e-6, 2.2279917617063448e-6]
loss: 2.13097285086271e-5
pde_losses: [1.6488932589049207e-9, 3.9491657194098785e-9]
bcs_losses: [6.407353220751427e-6, 9.532764438615945e-7, 8.102559609425503e-6, 1.557541562598232e-6, 2.0674746712334256e-6, 2.2159249417786037e-6]
loss: 2.1303038506500108e-5
pde_losses: [1.4306731566418372e-9, 3.1063757821875556e-9]
bcs_losses: [6.3994051132325126e-6, 9.602302488480337e-7, 8.107667655105448e-6, 1.5637831509762722e-6, 2.0617293842963624e-6, 2.2056859051026514e-6]
loss: 2.12954187050371e-5
pde_losses: [1.3894528801705181e-9, 2.9789725431039918e-9]
bcs_losses: [6.3924702218200495e-6, 9.712333064159144e-7, 8.106260358203213e-6, 1.565569908891974e-6, 2.0667686020993143e-6, 2.188747882183365e-6]
loss: 2.1291146899938967e-5
pde_losses: [2.5710928469792093e-9, 3.1256741337031586e-9]
bcs_losses: [6.391661164363817e-6, 9.737751066178178e-7, 8.099870123365373e-6, 1.5661994401852101e-6, 2.0663337459370826e-6, 2.1876105524889826e-6]
loss: 2.1282655033832833e-5
pde_losses: [3.8009553217302715e-9, 4.964098697605052e-9]
bcs_losses: [6.404998244657066e-6, 9.784390477792132e-7, 8.07779764971776e-6, 1.5649677951113537e-6, 2.0660535288777726e-6, 2.181633713670332e-6]
loss: 2.1259123496198078e-5
pde_losses: [4.232301014859974e-9, 6.755066004526705e-9]
bcs_losses: [6.432273874689181e-6, 9.861123166811864e-7, 8.065441651044971e-6, 1.54630605020105e-6, 2.0204385871091466e-6, 2.1975636494531547e-6]
loss: 2.1245092357036885e-5
pde_losses: [2.4779605361775164e-9, 5.603419550043551e-9]
bcs_losses: [6.455625629504158e-6, 9.888076743084956e-7, 8.050470814127977e-6, 1.5383252998693613e-6, 1.9887696165733297e-6, 2.215011942567343e-6]
loss: 2.1236434044875262e-5
pde_losses: [4.3475665765219344e-9, 4.8715168106754494e-9]
bcs_losses: [6.467516785858129e-6, 9.957721809172454e-7, 8.02741226564465e-6, 1.536986971774364e-6, 1.98041541084209e-6, 2.219111346451588e-6]
loss: 2.1222561848483433e-5
pde_losses: [3.672929976287147e-9, 2.066644586467052e-9]
bcs_losses: [6.503057133017731e-6, 1.0019698138562552e-6, 7.97247725523011e-6, 1.5335933615798254e-6, 1.96218555107657e-6, 2.2435391591601884e-6]
loss: 2.120305292045733e-5
pde_losses: [3.7147921037545786e-9, 4.7326678422309634e-9]
bcs_losses: [6.539725321208698e-6, 1.0055541895304973e-6, 7.891428515628898e-6, 1.53487839405265e-6, 1.9595168242363837e-6, 2.2635022158542163e-6]
loss: 2.1192537280818492e-5
pde_losses: [3.0246307204101964e-9, 3.587990056688367e-9]
bcs_losses: [6.551310452362811e-6, 1.002455465446509e-6, 7.85414447462874e-6, 1.5339224868383016e-6, 1.9666395097871185e-6, 2.2774522709779136e-6]
loss: 2.1185762703803246e-5
pde_losses: [4.005314443797555e-9, 5.2088861020394475e-9]
bcs_losses: [6.5396268246246656e-6, 9.900144543409955e-7, 7.845227880683597e-6, 1.5326357319147474e-6, 1.984806729869859e-6, 2.284236881823546e-6]
loss: 2.1176723577996597e-5
pde_losses: [2.140594160994377e-9, 7.3945323573493434e-9]
bcs_losses: [6.568460664904084e-6, 1.0027472545428347e-6, 7.79528345420373e-6, 1.5330042166659481e-6, 1.9754921380574462e-6, 2.2922007231042113e-6]
loss: 2.1155653322789128e-5
pde_losses: [3.5788955301128223e-9, 7.717127069377735e-9]
bcs_losses: [6.602943391070741e-6, 1.0119206926038266e-6, 7.69610456329561e-6, 1.5372874676759012e-6, 2.001306169872534e-6, 2.2947950156710282e-6]
loss: 2.1128490713597457e-5
pde_losses: [9.763716038520604e-9, 6.596774247638391e-9]
bcs_losses: [6.653357035446305e-6, 1.0361689707983339e-6, 7.5345931765677345e-6, 1.545329106922196e-6, 2.02682817671227e-6, 2.315853756864457e-6]
loss: 2.1108372377609395e-5
pde_losses: [4.8454985311095786e-9, 7.075847591322632e-9]
bcs_losses: [6.680381381977454e-6, 1.0654381515130587e-6, 7.448129062835633e-6, 1.561483607983517e-6, 2.050008736444196e-6, 2.291010090733102e-6]
loss: 2.1090118807161276e-5
pde_losses: [3.4132410992088014e-9, 2.5220584932072203e-9]
bcs_losses: [6.729168045579083e-6, 1.0860669757632612e-6, 7.358253901679113e-6, 1.5628075859130625e-6, 2.022402276339431e-6, 2.3254847222949088e-6]
loss: 2.1082968549465133e-5
pde_losses: [1.9079868165817237e-9, 2.4421774706439692e-9]
bcs_losses: [6.7232132243749e-6, 1.0913549050844717e-6, 7.355546306082241e-6, 1.565580620181139e-6, 2.0247136791212693e-6, 2.3182096503338883e-6]
loss: 2.1075321880025144e-5
pde_losses: [1.6316609535056585e-9, 3.916106484534045e-9]
bcs_losses: [6.757126653330571e-6, 1.1156383145314558e-6, 7.265097320863051e-6, 1.573766920885376e-6, 2.037925976978062e-6, 2.320218925998588e-6]
loss: 2.106969511246001e-5
pde_losses: [2.2322223190372205e-9, 4.032561506897367e-9]
bcs_losses: [6.767798088597711e-6, 1.1261888878911351e-6, 7.241936711313532e-6, 1.5735460908382138e-6, 2.024523280762327e-6, 2.329437269231158e-6]
loss: 2.1063911185812693e-5
pde_losses: [8.558432110967225e-10, 3.58299134296609e-9]
bcs_losses: [6.796485163455346e-6, 1.142026251540709e-6, 7.2042559945849855e-6, 1.5780647051649734e-6, 2.012419238108366e-6, 2.3262209984042503e-6]
loss: 2.1058807194686374e-5
pde_losses: [1.907687726642338e-9, 3.081835954049511e-9]
bcs_losses: [6.813880712704436e-6, 1.1498371301290391e-6, 7.1821926583356655e-6, 1.5798212729266955e-6, 2.0036364947513633e-6, 2.324449402158481e-6]
loss: 2.105402271983403e-5
pde_losses: [1.519833960288656e-9, 2.8798576618154343e-9]
bcs_losses: [6.8369336651622536e-6, 1.1604051548219066e-6, 7.142894712910519e-6, 1.5839001510639489e-6, 1.9970084113545814e-6, 2.328480932898714e-6]
loss: 2.1049242455575088e-5
pde_losses: [1.6636315086396656e-9, 3.211161715313966e-9]
bcs_losses: [6.8539845349706735e-6, 1.1680497270842007e-6, 7.1305043126019416e-6, 1.5813661415808318e-6, 1.9698951884497668e-6, 2.3405677576637235e-6]
loss: 2.1041725165638107e-5
pde_losses: [4.901882115383281e-9, 3.882031983762894e-9]
bcs_losses: [6.8453321655073185e-6, 1.1578244343020505e-6, 7.140800615563992e-6, 1.5776959267988402e-6, 1.969250379510504e-6, 2.3420377298562564e-6]
loss: 2.1031063398302554e-5
pde_losses: [3.1772947469309008e-9, 3.812760884599287e-9]
bcs_losses: [6.880467276423643e-6, 1.1778040506304081e-6, 7.0603010610887575e-6, 1.5850499172042067e-6, 1.9681501982562097e-6, 2.352300839067803e-6]
loss: 2.1012230898634148e-5
pde_losses: [1.0174205335624723e-8, 1.148834466764117e-8]
bcs_losses: [6.882597778546601e-6, 1.1838727449149373e-6, 7.003551092521208e-6, 1.589135104966161e-6, 1.9805340176004443e-6, 2.350877610081531e-6]
loss: 2.0993449216541932e-5
pde_losses: [2.8187067418810766e-9, 4.081286462006851e-9]
bcs_losses: [6.911201609733579e-6, 1.1902795741680804e-6, 6.903290097547897e-6, 1.5984957881360451e-6, 2.0167673330926454e-6, 2.3665148206598023e-6]
loss: 2.0961123056804958e-5
pde_losses: [1.492496474752814e-8, 8.124042151394765e-9]
bcs_losses: [6.892298894413903e-6, 1.1725765580441311e-6, 6.885484816845399e-6, 1.6056603032969467e-6, 2.027231622945393e-6, 2.354821854360259e-6]
loss: 2.0926597004135153e-5
pde_losses: [9.449420729808573e-9, 1.1198781430228385e-8]
bcs_losses: [6.960459838578643e-6, 1.2040821985829586e-6, 6.775213214287627e-6, 1.6277097676532257e-6, 1.9800338397659708e-6, 2.3584499431066878e-6]
loss: 2.0887023178284584e-5
pde_losses: [7.891120551469848e-9, 1.378162932293493e-8]
bcs_losses: [6.9811935894527125e-6, 1.2123460208979041e-6, 6.762559229034187e-6, 1.64211460669611e-6, 1.917211610812039e-6, 2.3499253715172254e-6]
loss: 2.0852436408131613e-5
pde_losses: [1.4334809300473095e-8, 1.130713199690186e-8]
bcs_losses: [6.957905220194235e-6, 1.220200922806274e-6, 6.796819946997385e-6, 1.6451603633813216e-6, 1.8729927212635078e-6, 2.3337152921915148e-6]
loss: 2.0810573345342766e-5
pde_losses: [9.204862089364602e-9, 8.353493319481467e-9]
bcs_losses: [6.9467663377210295e-6, 1.2153485859535787e-6, 6.830330349139759e-6, 1.6372029092093264e-6, 1.821459623542171e-6, 2.3419071843680576e-6]
loss: 2.073514513981907e-5
pde_losses: [9.224949867169448e-9, 1.4036608594335094e-8]
bcs_losses: [6.8469261510908885e-6, 1.1822282986170428e-6, 7.01266085777834e-6, 1.6141670890781529e-6, 1.762673608330085e-6, 2.2932275764630517e-6]
loss: 2.0621555067267805e-5
pde_losses: [2.657541613453131e-8, 2.2697533669235798e-8]
bcs_losses: [6.76906322732253e-6, 1.1095353295351244e-6, 7.1382172886237234e-6, 1.586856433627758e-6, 1.730439514783655e-6, 2.2381703235712475e-6]
loss: 2.0512396811113146e-5
pde_losses: [3.807589403572482e-8, 2.5400740942027117e-8]
bcs_losses: [6.808341973308242e-6, 1.071668855961484e-6, 7.075399675791141e-6, 1.6091762062409731e-6, 1.694112380776603e-6, 2.190221084056949e-6]
loss: 2.0400395168103218e-5
pde_losses: [4.593226291788039e-8, 4.032082493933314e-8]
bcs_losses: [6.7898409224575306e-6, 1.0234440177793566e-6, 7.106536271699949e-6, 1.6163992550574066e-6, 1.635703607790348e-6, 2.142218005461415e-6]
loss: 2.0183724424562106e-5
pde_losses: [2.866562440156167e-8, 3.8976956480481085e-8]
bcs_losses: [6.811461235099526e-6, 9.485858313236523e-7, 7.05725027357219e-6, 1.5960418199783108e-6, 1.5975735648050273e-6, 2.105169118901357e-6]
loss: 2.0021789160695098e-5
pde_losses: [2.86409675554254e-8, 2.9271057544596925e-8]
bcs_losses: [6.981599481969676e-6, 9.444118830535308e-7, 6.790894619825866e-6, 1.6041553456662053e-6, 1.5514323982543592e-6, 2.0913834068254338e-6]
loss: 1.982799821202946e-5
pde_losses: [5.624657189674511e-8, 1.3289953760325215e-8]
bcs_losses: [6.960444611864792e-6, 8.893243481075809e-7, 6.733212849473714e-6, 1.5737808555850848e-6, 1.5562198006302315e-6, 2.0454792207109835e-6]
loss: 1.971918072558786e-5
pde_losses: [4.730236272992549e-8, 1.6820493779259395e-8]
bcs_losses: [7.002336368123902e-6, 8.687328971398321e-7, 6.6138936600048685e-6, 1.5574974686313708e-6, 1.5799514923641106e-6, 2.032645982814595e-6]
loss: 1.9595486382779756e-5
pde_losses: [4.114770796982264e-8, 1.4734883695087528e-8]
bcs_losses: [7.047431041355338e-6, 8.527856414144122e-7, 6.572982478268047e-6, 1.5650822547077037e-6, 1.5189274590854071e-6, 1.982394916283937e-6]
loss: 1.955775725771845e-5
pde_losses: [6.114659179182522e-8, 9.622030977501035e-9]
bcs_losses: [7.028178940622221e-6, 8.545820066131953e-7, 6.5564099557984135e-6, 1.5639678457750816e-6, 1.492163230456913e-6, 1.991686655683301e-6]
loss: 1.9436877974323602e-5
pde_losses: [3.973800234538943e-8, 9.563779191184367e-9]
bcs_losses: [7.031569056936935e-6, 8.058675396532204e-7, 6.481613821303212e-6, 1.5644057723860064e-6, 1.5208237576345274e-6, 1.9832962448731276e-6]
loss: 1.9365200330029866e-5
pde_losses: [2.6022506369595298e-8, 1.8503997160629598e-8]
bcs_losses: [7.035249737142206e-6, 8.16814113397038e-7, 6.407488734991382e-6, 1.5641106450266281e-6, 1.5514873462143423e-6, 1.9455232497280454e-6]
loss: 1.9297727781232765e-5
pde_losses: [2.231474671700138e-8, 1.4318413010289889e-8]
bcs_losses: [7.02347280676764e-6, 8.125441031828313e-7, 6.410585924893164e-6, 1.553989947351297e-6, 1.5240281617210416e-6, 1.936473677589498e-6]
loss: 1.9222491895925068e-5
pde_losses: [2.0914921113414268e-8, 7.162788864098193e-9]
bcs_losses: [7.05202340667341e-6, 8.205839052369416e-7, 6.313799452141002e-6, 1.5528081438623344e-6, 1.5439087686820157e-6, 1.9112905093518524e-6]
loss: 1.9181825807035057e-5
pde_losses: [7.56333458979013e-9, 5.169960559546237e-9]
bcs_losses: [7.007776544920977e-6, 8.405407164150634e-7, 6.321169985463461e-6, 1.5526155818856092e-6, 1.5414102564742153e-6, 1.9055794267263944e-6]
loss: 1.9157430128138585e-5
pde_losses: [6.598592273299693e-9, 6.922945648797178e-9]
bcs_losses: [6.992041012953562e-6, 8.377124848137736e-7, 6.311512305439773e-6, 1.550294910184021e-6, 1.5558234745200185e-6, 1.896524402305339e-6]
loss: 1.914249319305412e-5
pde_losses: [3.4270701720396673e-9, 3.850035440454375e-9]
bcs_losses: [6.994651547125085e-6, 8.389099441764591e-7, 6.2961365947606035e-6, 1.5550187951127842e-6, 1.5573526519788537e-6, 1.893146554287836e-6]
loss: 1.9132793036914575e-5
pde_losses: [3.260691927072116e-9, 2.3314101427287097e-9]
bcs_losses: [6.99168160354969e-6, 8.416738357735475e-7, 6.2951007017554306e-6, 1.5523147252866977e-6, 1.5461330710905007e-6, 1.9002969973889061e-6]
loss: 1.912490387772793e-5
pde_losses: [1.8972305296700188e-9, 1.3540692243085178e-9]
bcs_losses: [6.986697370744091e-6, 8.316371602464253e-7, 6.296759982331875e-6, 1.5511319324435878e-6, 1.5541792082718356e-6, 1.9012469239361374e-6]
loss: 1.9119746167682307e-5
pde_losses: [1.173018164657599e-9, 2.5816485964319044e-9]
bcs_losses: [6.991633021152557e-6, 8.27394010931518e-7, 6.287341220347019e-6, 1.5501496859490224e-6, 1.555377283186335e-6, 1.9040962793547665e-6]
loss: 1.9116726904507576e-5
pde_losses: [8.866664343170227e-10, 1.535369003734006e-9]
bcs_losses: [6.996970183673815e-6, 8.300413180719246e-7, 6.287792672135498e-6, 1.547245529022958e-6, 1.5492587492209997e-6, 1.9029964169443292e-6]
loss: 1.9114111284941965e-5
pde_losses: [5.134994298052978e-10, 2.196924484661277e-9]
bcs_losses: [7.002874398456186e-6, 8.30119120041187e-7, 6.2803785790074034e-6, 1.5439234009389757e-6, 1.550879364402128e-6, 1.9032259981816184e-6]
loss: 1.91119168706124e-5
pde_losses: [6.24898606874684e-10, 1.4830809580468642e-9]
bcs_losses: [7.012800709871019e-6, 8.28817297627997e-7, 6.268784623128423e-6, 1.5402776730136767e-6, 1.5537069230882298e-6, 1.9054216643181331e-6]
loss: 1.9110352916936033e-5
pde_losses: [4.417185844792353e-10, 1.2600373030409931e-9]
bcs_losses: [7.019458285973437e-6, 8.287029913980165e-7, 6.263315943665263e-6, 1.5366811673691016e-6, 1.553450415646792e-6, 1.9070423569959016e-6]
loss: 1.91081531598881e-5
pde_losses: [8.909450587649113e-10, 1.6466967718722617e-9]
bcs_losses: [7.035005298457307e-6, 8.283602590683341e-7, 6.2293772155713585e-6, 1.537052251820022e-6, 1.566377029472126e-6, 1.9094434636683167e-6]
loss: 1.910544005835346e-5
pde_losses: [1.0934654805586855e-9, 1.3098359579852702e-9]
bcs_losses: [7.047838447930518e-6, 8.326977494909914e-7, 6.1970431627355336e-6, 1.5375204338558925e-6, 1.5769698627876568e-6, 1.9109671001143224e-6]
loss: 1.9102976303834964e-5
pde_losses: [8.642239341534508e-10, 1.2445781507672891e-9]
bcs_losses: [7.059172289566297e-6, 8.376292846221263e-7, 6.170339025407985e-6, 1.5373593540308606e-6, 1.581630436991995e-6, 1.914737111130777e-6]
loss: 1.910148233443557e-5
pde_losses: [4.060318898276861e-10, 1.1904102307127797e-9]
bcs_losses: [7.076545138140342e-6, 8.45201802099535e-7, 6.1422949240929045e-6, 1.5378998121177125e-6, 1.582392567653378e-6, 1.9155516482111597e-6]
loss: 1.909973347237673e-5
pde_losses: [6.420892034260263e-10, 1.3404728275975919e-9]
bcs_losses: [7.08304101279e-6, 8.51219393691235e-7, 6.134401776939553e-6, 1.5424836348598405e-6, 1.5694368140022068e-6, 1.917168278062866e-6]
loss: 1.909799438607988e-5
pde_losses: [5.285653863787534e-10, 1.206425297182339e-9]
bcs_losses: [7.100414431650929e-6, 8.586192464543365e-7, 6.115492835473484e-6, 1.5445228010723339e-6, 1.560739126187442e-6, 1.916470954557791e-6]
loss: 1.9096948563923187e-5
pde_losses: [2.937404292157043e-10, 1.2041325455522211e-9]
bcs_losses: [7.10905050465061e-6, 8.621414194700964e-7, 6.11304086693443e-6, 1.5430828580612597e-6, 1.550762308471496e-6, 1.917372733360529e-6]
loss: 1.9095916837204226e-5
pde_losses: [5.969481680520489e-10, 1.4051663750929227e-9]
bcs_losses: [7.113494440614044e-6, 8.66385190109418e-7, 6.112214684784995e-6, 1.5417838738941594e-6, 1.5429018510615362e-6, 1.91713468219693e-6]
loss: 1.9094854017215955e-5
pde_losses: [7.280103552808622e-10, 1.5574227773582961e-9]
bcs_losses: [7.117173220512023e-6, 8.656547722837619e-7, 6.108605663162144e-6, 1.5405287391845908e-6, 1.5407787946206603e-6, 1.919827394320134e-6]
loss: 1.9093121175451995e-5
pde_losses: [6.025768656537005e-10, 1.2021054661380341e-9]
bcs_losses: [7.109777641553007e-6, 8.611768371120424e-7, 6.1238266518822855e-6, 1.5412920214956817e-6, 1.5317521546058704e-6, 1.923491186471315e-6]
loss: 1.9090196487714945e-5
pde_losses: [7.297973961690264e-10, 1.4052578154224091e-9]
bcs_losses: [7.11274545020008e-6, 8.538685584332071e-7, 6.120516519652263e-6, 1.5402453325054587e-6, 1.5290187568917346e-6, 1.9316668148206104e-6]
loss: 1.9085130540271024e-5
pde_losses: [1.8149663718366234e-9, 2.0025397191139134e-9]
bcs_losses: [7.127135013815286e-6, 8.392767704385567e-7, 6.108809011246013e-6, 1.5406601923870684e-6, 1.5239737974820154e-6, 1.9414582488111384e-6]
loss: 1.907883702738968e-5
pde_losses: [1.1185047165549461e-9, 2.1948366279614675e-9]
bcs_losses: [7.122482371482685e-6, 8.24064195246742e-7, 6.1104114527894055e-6, 1.5372684724975354e-6, 1.5197542778491125e-6, 1.9615429161796815e-6]
loss: 1.9062890089014156e-5
pde_losses: [4.885570658120623e-9, 4.5558975664736965e-9]
bcs_losses: [7.1001231397927205e-6, 8.006532366527835e-7, 6.141030345283711e-6, 1.531920479731513e-6, 1.498127456642261e-6, 1.981593962686574e-6]
loss: 1.9022176905844688e-5
pde_losses: [6.458603860491267e-9, 8.008658718771446e-9]
bcs_losses: [7.0602643163288865e-6, 7.626292016374019e-7, 6.244695937126718e-6, 1.5130465226065507e-6, 1.4248849784936498e-6, 2.002188687072218e-6]
loss: 1.8983177300392498e-5
pde_losses: [9.889852228214923e-9, 1.3592516073910005e-8]
bcs_losses: [7.105684273645135e-6, 7.757894026259084e-7, 6.183966135243223e-6, 1.5016844139777425e-6, 1.381480222584553e-6, 2.0110904840138108e-6]
loss: 1.8935482946237818e-5
pde_losses: [1.8847501129739028e-8, 1.2315566179053055e-8]
bcs_losses: [7.07428156856743e-6, 7.486200949327598e-7, 6.246511566392991e-6, 1.4905945621273096e-6, 1.3385793534424559e-6, 2.00573273346608e-6]
loss: 1.8840459729882055e-5
pde_losses: [1.1809780254652088e-8, 1.1150178413243831e-8]
bcs_losses: [7.177471162921998e-6, 7.433028082688305e-7, 6.078027686111728e-6, 1.494875564547493e-6, 1.3275480086248787e-6, 1.9962745407392317e-6]
loss: 1.8682886696737944e-5
pde_losses: [2.077512334428145e-8, 2.0167404644369125e-8]
bcs_losses: [7.2872148754387675e-6, 7.171695795798056e-7, 5.93480398307575e-6, 1.5113103274000047e-6, 1.2740406123980525e-6, 1.9174047908569147e-6]
loss: 1.848883590676069e-5
pde_losses: [5.3546291515565885e-8, 5.781065523571741e-8]
bcs_losses: [7.4497448490533245e-6, 6.450572240115394e-7, 5.711702306139269e-6, 1.5132451502339588e-6, 1.2300186970496328e-6, 1.8277107335216844e-6]
loss: 1.8332772007921247e-5
pde_losses: [4.531635719451938e-8, 2.7546170874895492e-8]
bcs_losses: [7.5605338275786775e-6, 6.50881073633854e-7, 5.561444850807409e-6, 1.5252008359868817e-6, 1.218604832015999e-6, 1.7432440598290095e-6]
loss: 1.821797031113827e-5
pde_losses: [2.8773297512661468e-8, 2.3077402244982913e-8]
bcs_losses: [7.633784657386593e-6, 6.051201406770513e-7, 5.484336884294772e-6, 1.5145476438429528e-6, 1.211160858940518e-6, 1.7171694262387389e-6]
loss: 1.8113120222724294e-5
pde_losses: [2.593959736208459e-8, 3.607087456303232e-8]
bcs_losses: [7.655720844675775e-6, 5.664014865529054e-7, 5.442394722268809e-6, 1.505289832068164e-6, 1.1907641709603149e-6, 1.6905386942732104e-6]
loss: 1.806559499743699e-5
pde_losses: [2.3678601552532206e-8, 3.9767102976305654e-8]
bcs_losses: [7.707020200818693e-6, 5.612042127750434e-7, 5.381751923879212e-6, 1.5025433462553103e-6, 1.1782851468814188e-6, 1.671344462298468e-6]
loss: 1.7956002984599495e-5
pde_losses: [1.4941949829364412e-8, 5.01520332714599e-8]
bcs_losses: [7.758890002375518e-6, 5.477435114884991e-7, 5.302041438456661e-6, 1.5002295475722544e-6, 1.1641012420125268e-6, 1.6179032595932126e-6]
loss: 1.7852051800801852e-5
pde_losses: [1.5661860861635008e-8, 1.9888052415760242e-8]
bcs_losses: [7.817815192377958e-6, 5.218028311819473e-7, 5.240066985429966e-6, 1.4953499551769043e-6, 1.1505458889014456e-6, 1.5909210344562358e-6]
loss: 1.7790685132940115e-5
pde_losses: [2.346423067218873e-8, 1.2031274710786278e-8]
bcs_losses: [7.86185205639298e-6, 5.151654957602473e-7, 5.179787300660511e-6, 1.5018269305010196e-6, 1.141302433023735e-6, 1.5552554112186437e-6]
loss: 1.773876228062017e-5
pde_losses: [1.513452015879677e-8, 1.6723790394685144e-8]
bcs_losses: [7.896819271953208e-6, 5.054624061537001e-7, 5.127767847392176e-6, 1.5070838448084993e-6, 1.142059182917217e-6, 1.5277114168418884e-6]
loss: 1.7706618715383746e-5
pde_losses: [2.0571410084458176e-8, 1.9394125194455327e-8]
bcs_losses: [7.915167546556728e-6, 4.959781024481564e-7, 5.1052980739491235e-6, 1.5092750623054118e-6, 1.1349324593595803e-6, 1.5060019354858306e-6]
loss: 1.765022413183383e-5
pde_losses: [2.620031345520204e-8, 2.4774378308222414e-8]
bcs_losses: [7.936209765655839e-6, 4.882476482835807e-7, 5.057230007532894e-6, 1.5162180128969068e-6, 1.1283326736515616e-6, 1.473011332049621e-6]
loss: 1.7578119386537823e-5
pde_losses: [3.8467249698013355e-8, 3.7870879994934065e-8]
bcs_losses: [7.986103667091922e-6, 4.5680699408493297e-7, 4.979998645656472e-6, 1.535583056497059e-6, 1.1096289587184363e-6, 1.4336599347960548e-6]
loss: 1.745775689531324e-5
pde_losses: [2.965552857554391e-8, 2.4140293489796117e-8]
bcs_losses: [8.005800746777732e-6, 4.2602359971574525e-7, 4.914377578526062e-6, 1.5489325509050814e-6, 1.1000231922878776e-6, 1.4088034050354038e-6]
loss: 1.738175312002836e-5
pde_losses: [1.9149112415551903e-8, 2.5039784409648733e-8]
bcs_losses: [8.041925362655982e-6, 3.8893005226186554e-7, 4.8648292488476155e-6, 1.5543835088615475e-6, 1.0880747034392874e-6, 1.3994213471368586e-6]
loss: 1.7295609973158093e-5
pde_losses: [1.1789158175142312e-8, 2.9397364873890432e-8]
bcs_losses: [8.035659214485672e-6, 3.5955173097812727e-7, 4.82447891828297e-6, 1.5840508304861422e-6, 1.0544114476938823e-6, 1.396271308182267e-6]
loss: 1.7254574793591102e-5
pde_losses: [1.547992586425692e-8, 2.0940954406259055e-8]
bcs_losses: [8.059060243029305e-6, 3.4825354124638457e-7, 4.784239220400116e-6, 1.5882314039926334e-6, 1.0472970319053351e-6, 1.3910724727468143e-6]
loss: 1.7181222501797955e-5
pde_losses: [1.3480589553585667e-8, 1.9307851388787142e-8]
bcs_losses: [8.072142567966037e-6, 3.208238002277277e-7, 4.731540286275555e-6, 1.5883115051514213e-6, 1.0498831676783539e-6, 1.3857327335564898e-6]
loss: 1.7133049738761605e-5
pde_losses: [5.713832825078595e-9, 2.411783325837182e-8]
bcs_losses: [8.098156970292437e-6, 3.0156740440632713e-7, 4.686522179110028e-6, 1.6067925287928152e-6, 1.0332864361303057e-6, 1.3768925539462424e-6]
loss: 1.7100877398268364e-5
pde_losses: [6.388208640806775e-9, 1.0310648461406632e-8]
bcs_losses: [8.106519926474234e-6, 2.8870920296590503e-7, 4.663765499614806e-6, 1.6151565490949114e-6, 1.025303919257182e-6, 1.3847234437591102e-6]
loss: 1.7048597580650043e-5
pde_losses: [9.02053237290484e-9, 1.5162115842095944e-8]
bcs_losses: [8.104399737063482e-6, 2.6298430160928385e-7, 4.619476893578197e-6, 1.6427864542130046e-6, 1.0219765800510427e-6, 1.3727909659200323e-6]
loss: 1.7027842698984386e-5
pde_losses: [1.09007030248181e-8, 1.1887404117063177e-8]
bcs_losses: [8.097266622638995e-6, 2.547736430730862e-7, 4.617926528850317e-6, 1.6425646734184089e-6, 1.0158721839183174e-6, 1.3766509399433818e-6]
loss: 1.6988521866416723e-5
pde_losses: [1.2071635796284497e-8, 1.1026182384515562e-8]
bcs_losses: [8.108917344428209e-6, 2.404448966052951e-7, 4.582584397295784e-6, 1.647427542608308e-6, 1.0170575860753633e-6, 1.3689922812229628e-6]
loss: 1.6976323915265475e-5
pde_losses: [7.519980699668027e-9, 1.2076031571237656e-8]
bcs_losses: [8.109876139416164e-6, 2.3264016349101606e-7, 4.569586064269289e-6, 1.6508648555155386e-6, 1.0221723907576898e-6, 1.3715882895448714e-6]
loss: 1.695252229724096e-5
pde_losses: [7.876171022678758e-9, 6.769118746363247e-9]
bcs_losses: [8.092982798059606e-6, 2.2809754715321755e-7, 4.553635385746484e-6, 1.6528978056613598e-6, 1.0318705805901793e-6, 1.3783928902610692e-6]
loss: 1.6924225101399925e-5
pde_losses: [2.665048711250059e-9, 4.810628182822376e-9]
bcs_losses: [8.093642591047693e-6, 2.2799110353934502e-7, 4.5329881371213935e-6, 1.667697069498212e-6, 1.0351121052725788e-6, 1.35931841802663e-6]
loss: 1.6905140945199585e-5
pde_losses: [5.047520054948122e-9, 5.420525958878112e-9]
bcs_losses: [8.104444474179034e-6, 2.2405873733210066e-7, 4.506618507589584e-6, 1.6689375390588192e-6, 1.0333738762456184e-6, 1.3572397647806026e-6]
loss: 1.6879912127376893e-5
pde_losses: [4.672657621918218e-9, 4.659774574206556e-9]
bcs_losses: [8.101282584187044e-6, 2.3278154234930403e-7, 4.501135315721368e-6, 1.6630404869848493e-6, 1.0272694269717244e-6, 1.3450703389664741e-6]
loss: 1.6859400006477877e-5
pde_losses: [9.619689531411702e-9, 6.616529013428529e-9]
bcs_losses: [8.10728745952684e-6, 2.3744724081621402e-7, 4.47267428327615e-6, 1.6644217232567776e-6, 1.0348316999323522e-6, 1.3265013811247014e-6]
loss: 1.6830209733501796e-5
pde_losses: [1.028527162491053e-8, 6.388536465866294e-9]
bcs_losses: [8.08374168590421e-6, 2.376321817364837e-7, 4.47749058551377e-6, 1.6695235419948692e-6, 1.0453829230486684e-6, 1.299765007213018e-6]
loss: 1.68110344255249e-5
pde_losses: [6.014313870395512e-9, 6.115801523241703e-9]
bcs_losses: [8.088556463451999e-6, 2.347157147740848e-7, 4.463436277530939e-6, 1.675472303087284e-6, 1.0462871690065819e-6, 1.2904363822803713e-6]
loss: 1.6794503362289068e-5
pde_losses: [3.6147618947495176e-9, 3.1260785966258037e-9]
bcs_losses: [8.085273019180798e-6, 2.367272798082369e-7, 4.469692206237025e-6, 1.6686822650618857e-6, 1.0438675926065663e-6, 1.2835201589031808e-6]
loss: 1.6780792168944772e-5
pde_losses: [1.9913633435214378e-9, 7.279586265622274e-9]
bcs_losses: [8.072658401205765e-6, 2.3313291132757392e-7, 4.465795432059012e-6, 1.6760173161887472e-6, 1.0511937012117558e-6, 1.272723457342773e-6]
loss: 1.677148952646182e-5
pde_losses: [2.631176537671628e-9, 2.4126210810287494e-9]
bcs_losses: [8.069120925325089e-6, 2.3773134082030968e-7, 4.4661202002601305e-6, 1.677644012361175e-6, 1.0512014826834275e-6, 1.2646277673929892e-6]
loss: 1.6754614784567478e-5
pde_losses: [1.3157204262015646e-9, 4.896303505037115e-9]
bcs_losses: [8.075481390123098e-6, 2.322945099214408e-7, 4.444240396449587e-6, 1.6817342246782684e-6, 1.0594607527896775e-6, 1.2551914866741689e-6]
loss: 1.673954167927723e-5
pde_losses: [3.028289266174407e-9, 6.169112964579732e-9]
bcs_losses: [8.07093660566836e-6, 2.326835844495404e-7, 4.431316180366497e-6, 1.6833190908541358e-6, 1.0691920592151933e-6, 1.2428967564927454e-6]
loss: 1.6720209645887025e-5
pde_losses: [3.7287462811382985e-9, 4.9993088566195664e-9]
bcs_losses: [8.065181919811948e-6, 2.3530289950287364e-7, 4.430669690122409e-6, 1.6847392329512173e-6, 1.0693644869772389e-6, 1.226223361383578e-6]
loss: 1.670218758721897e-5
pde_losses: [1.8432152532114606e-9, 2.2935607127439725e-9]
bcs_losses: [8.046715862141342e-6, 2.3196618516680234e-7, 4.433873082076516e-6, 1.693951606264829e-6, 1.0773878097711479e-6, 1.2141562658323795e-6]
loss: 1.6694547240595148e-5
pde_losses: [1.5550351325130558e-9, 4.724817722185872e-9]
bcs_losses: [8.035228397304965e-6, 2.3200474698231787e-7, 4.435290619889994e-6, 1.7001625909710372e-6, 1.0798412257875767e-6, 1.2057398068045576e-6]
loss: 1.6688426325291344e-5
pde_losses: [1.118261787607102e-9, 1.9189293218307835e-9]
bcs_losses: [8.028111957109053e-6, 2.2824231816924367e-7, 4.446218530258342e-6, 1.7027587163435794e-6, 1.0751341291880349e-6, 1.204923483113652e-6]
loss: 1.6683315078481507e-5
pde_losses: [7.696747944857107e-10, 2.5299691986959393e-9]
bcs_losses: [8.02662024107299e-6, 2.2072287613942568e-7, 4.441656959651651e-6, 1.709031727770133e-6, 1.0758169697874965e-6, 1.2061666600666303e-6]
loss: 1.6675761720152664e-5
pde_losses: [1.3666490680055342e-9, 3.1414496844277783e-9]
bcs_losses: [8.029847420262587e-6, 2.0534504834126077e-7, 4.439358194505124e-6, 1.7150437742269204e-6, 1.0710726796401832e-6, 1.2105865044241554e-6]
loss: 1.6670005874494553e-5
pde_losses: [9.983575562422371e-10, 2.2333154343959947e-9]
bcs_losses: [8.024925876305152e-6, 2.0030965226804517e-7, 4.437936554674152e-6, 1.7191405282591894e-6, 1.0724377329263192e-6, 1.2120238570710564e-6]
loss: 1.6664027678585256e-5
pde_losses: [1.8153210037287664e-9, 1.898370122331251e-9]
bcs_losses: [8.01987027193914e-6, 1.9550790716378982e-7, 4.437396120208764e-6, 1.7216101327742396e-6, 1.0770219912344706e-6, 1.2089075641387886e-6]
loss: 1.66556430589459e-5
pde_losses: [2.6274047125113583e-9, 2.400068209841766e-9]
bcs_losses: [8.015970933969597e-6, 1.8498006214898658e-7, 4.435590923620091e-6, 1.7222696636118464e-6, 1.0807669966936342e-6, 1.2110370059793927e-6]
loss: 1.6649308199698587e-5
pde_losses: [9.808604044191756e-10, 1.7727612875188055e-9]
bcs_losses: [8.01544954100052e-6, 1.7608797943788396e-7, 4.4315504414356385e-6, 1.727600439318618e-6, 1.0840401305153888e-6, 1.2118260462985984e-6]
loss: 1.6643816721096555e-5
pde_losses: [1.138217636385769e-9, 2.1085239276607e-9]
bcs_losses: [8.017407628681021e-6, 1.680291318246405e-7, 4.427626832050038e-6, 1.7327502296251867e-6, 1.0873028605175386e-6, 1.207453296834082e-6]
loss: 1.6639190766636765e-5
pde_losses: [1.1648989140963056e-9, 1.8844320854072458e-9]
bcs_losses: [8.015376379697834e-6, 1.618725472907971e-7, 4.419746942029444e-6, 1.7406091538401266e-6, 1.0954378180565379e-6, 1.2030985947225243e-6]
loss: 1.6633120211442073e-5
pde_losses: [1.4388337792539602e-9, 1.3128657233431665e-9]
bcs_losses: [8.016159058056491e-6, 1.5738782853514596e-7, 4.414323650665524e-6, 1.744847874043594e-6, 1.1003443125568802e-6, 1.19730578808184e-6]
loss: 1.6628366430130854e-5
pde_losses: [1.2504247864371418e-9, 1.7212517533997863e-9]
bcs_losses: [8.009246418726437e-6, 1.4557083810718807e-7, 4.4101967112487915e-6, 1.75726628828174e-6, 1.1086237232541015e-6, 1.1944907739727585e-6]
loss: 1.6624391380351815e-5
pde_losses: [5.705655367426844e-10, 1.191467678421922e-9]
bcs_losses: [8.004577417783516e-6, 1.3994750811386078e-7, 4.410212441308037e-6, 1.7633031207599478e-6, 1.1110571642910192e-6, 1.1935316948802714e-6]
loss: 1.6619926364843546e-5
pde_losses: [1.1833251900739021e-9, 9.659393900269796e-10]
bcs_losses: [8.005606719167926e-6, 1.3314035680610787e-7, 4.4021806992717455e-6, 1.7734439185414043e-6, 1.1148337800079255e-6, 1.1885716264683338e-6]
loss: 1.661580532295065e-5
pde_losses: [7.731925571506691e-10, 8.631609369152242e-10]
bcs_losses: [8.005692594219535e-6, 1.2689253580155845e-7, 4.3947217800734245e-6, 1.7809301795633915e-6, 1.121761345908908e-6, 1.184170533889769e-6]
loss: 1.661309922225744e-5
pde_losses: [6.492055763295848e-10, 1.6622323381199147e-9]
bcs_losses: [8.008741888283415e-6, 1.27388057741671e-7, 4.393502916373922e-6, 1.7777170727188803e-6, 1.1199133527058588e-6, 1.183524496519244e-6]
loss: 1.6611046520468065e-5
pde_losses: [4.4056981858932405e-10, 1.1035705700682246e-9]
bcs_losses: [8.012331093841638e-6, 1.2302606891069021e-7, 4.389425472415958e-6, 1.7827151604437286e-6, 1.1214466559757935e-6, 1.1805579284915991e-6]
loss: 1.6608682228823e-5
pde_losses: [4.780716435321099e-10, 1.2181151905758145e-9]
bcs_losses: [8.019333799191334e-6, 1.2442957601052466e-7, 4.388718909073931e-6, 1.7772681093720458e-6, 1.1158818960137488e-6, 1.1813537523273094e-6]
loss: 1.660632726476534e-5
pde_losses: [3.3522975234241333e-10, 8.796436006601963e-10]
bcs_losses: [8.031673840206425e-6, 1.2766617771255604e-7, 4.3878737321838925e-6, 1.7711245829662468e-6, 1.108104574112451e-6, 1.1786694842307655e-6]
loss: 1.6603987643306565e-5
pde_losses: [4.1727069067795617e-10, 1.0317883339947974e-9]
bcs_losses: [8.04367797713833e-6, 1.3248956949688778e-7, 4.385978260220718e-6, 1.7643762933549954e-6, 1.1017894956428363e-6, 1.174226988428128e-6]
loss: 1.6601476408054156e-5
pde_losses: [8.725135432660919e-10, 1.0893783999826238e-9]
bcs_losses: [8.058774500460476e-6, 1.3175502850569556e-7, 4.379561688132257e-6, 1.7613646408194589e-6, 1.0962048305647094e-6, 1.1718538276283107e-6]
loss: 1.6599114715204348e-5
pde_losses: [3.1072330764430237e-10, 1.6805547377436603e-9]
bcs_losses: [8.069808041911328e-6, 1.294613521404481e-7, 4.377154560982449e-6, 1.7562975331808376e-6, 1.0909011663299145e-6, 1.173500782613982e-6]
loss: 1.6596948317423935e-5
pde_losses: [2.6348789210744025e-10, 1.2843493021726645e-9]
bcs_losses: [8.081145489486884e-6, 1.2769135037095242e-7, 4.375403546265909e-6, 1.752189130098106e-6, 1.0850103362463786e-6, 1.1739606277614258e-6]
loss: 1.6595751431017378e-5
pde_losses: [3.5972699009268666e-10, 9.435499641869448e-10]
bcs_losses: [8.085043332521363e-6, 1.2488092601680697e-7, 4.3740361796330555e-6, 1.7513274387938705e-6, 1.0841235875679356e-6, 1.1750366895300658e-6]
loss: 1.6594941687706936e-5
pde_losses: [2.700980749806294e-10, 7.997093092871595e-10]
bcs_losses: [8.085520456544728e-6, 1.2494107705417882e-7, 4.3730808582678804e-6, 1.7499568804037404e-6, 1.0842330393746815e-6, 1.176139568677459e-6]
loss: 1.659400416070984e-5
pde_losses: [2.7694555183195684e-10, 7.728392192902763e-10]
bcs_losses: [8.089874824999985e-6, 1.2363936083925715e-7, 4.37183583637853e-6, 1.7472491971113677e-6, 1.0817217176816532e-6, 1.1786334389279227e-6]
loss: 1.659290803135944e-5
pde_losses: [2.177074118127223e-10, 7.064744520529323e-10]
bcs_losses: [8.094348466009165e-6, 1.219580162066245e-7, 4.368313862673659e-6, 1.7471090030323263e-6, 1.0804826556521387e-6, 1.1797718459216582e-6]
loss: 1.659203111303335e-5
pde_losses: [1.9024843677699134e-10, 8.135150110239097e-10]
bcs_losses: [8.093934926821374e-6, 1.1916306162338548e-7, 4.366552477061234e-6, 1.748020760238109e-6, 1.0823322930213924e-6, 1.1810238308200533e-6]
loss: 1.659117883296831e-5
pde_losses: [2.1540467768675353e-10, 6.559003064851303e-10]
bcs_losses: [8.102398610390202e-6, 1.2077549563138253e-7, 4.362502620117391e-6, 1.745910892217354e-6, 1.0804576031859726e-6, 1.1782623064418343e-6]
loss: 1.6590317365279976e-5
pde_losses: [7.071387209685517e-10, 6.626393646123075e-10]
bcs_losses: [8.108937792576814e-6, 1.2329709936692232e-7, 4.360701377982276e-6, 1.743934174805035e-6, 1.0779408473696747e-6, 1.1741362950936738e-6]
loss: 1.658914568756972e-5
pde_losses: [4.12322748090314e-10, 9.233767547348417e-10]
bcs_losses: [8.114159590079915e-6, 1.2113815044951948e-7, 4.358797220856328e-6, 1.7470692858344166e-6, 1.078522913276847e-6, 1.168122827569872e-6]
loss: 1.658701830790633e-5
pde_losses: [6.674226536987581e-10, 7.874781873759215e-10]
bcs_losses: [8.110716440533402e-6, 1.2111247116862734e-7, 4.3585289369828765e-6, 1.7512266310556238e-6, 1.0820879578661092e-6, 1.1618909694586158e-6]
loss: 1.6582861746540288e-5
pde_losses: [9.28430263515006e-10, 1.7230155971245684e-9]
bcs_losses: [8.114664284154118e-6, 1.1782421202698149e-7, 4.3553105534590284e-6, 1.759332763661762e-6, 1.0844623522771472e-6, 1.148616135100611e-6]
loss: 1.6574249806541593e-5
pde_losses: [5.371647715732246e-10, 2.2740822147036763e-9]
bcs_losses: [8.144545094593849e-6, 1.1049556962881218e-7, 4.327953380604408e-6, 1.769703038935446e-6, 1.0853675727101797e-6, 1.133373903082622e-6]
loss: 1.6566683870055586e-5
pde_losses: [1.192586994025577e-9, 2.2868392278727247e-9]
bcs_losses: [8.150211635005905e-6, 1.0580272683256348e-7, 4.3044942174082315e-6, 1.7840009519418305e-6, 1.0927389209781736e-6, 1.1259559916669826e-6]
loss: 1.656340159698292e-5
pde_losses: [6.93084827364166e-10, 9.3929552180039e-10]
bcs_losses: [8.158162313431046e-6, 1.0178515400242947e-7, 4.292735893476144e-6, 1.7916919003256503e-6, 1.0966859666319981e-6, 1.1207079887664847e-6]
loss: 1.6558572323530547e-5
pde_losses: [1.0559015403380829e-9, 1.1596626237799993e-9]
bcs_losses: [8.165850979850108e-6, 9.824025365887374e-8, 4.277725793469422e-6, 1.7939061736883485e-6, 1.0991733975998712e-6, 1.1214601610998044e-6]
loss: 1.655458504577517e-5
pde_losses: [1.5220153318250913e-9, 1.1649744738702178e-9]
bcs_losses: [8.157084027302469e-6, 9.840939989128108e-8, 4.263984496390833e-6, 1.8053286974993318e-6, 1.1074232863119577e-6, 1.1196681485736015e-6]
loss: 1.6549498604235614e-5
pde_losses: [1.5092562699457954e-9, 1.5794457677508357e-9]
bcs_losses: [8.168974381636198e-6, 1.0033453997422678e-7, 4.240099979831606e-6, 1.8053451961375153e-6, 1.1110989268622194e-6, 1.120556877756151e-6]
loss: 1.6541497369477783e-5
pde_losses: [3.819403218979179e-9, 2.3487855762611662e-9]
bcs_losses: [8.154055476618688e-6, 1.0203161221738328e-7, 4.230865573109398e-6, 1.8079850487184862e-6, 1.1181102745395711e-6, 1.1222811954790174e-6]
loss: 1.6536387270240476e-5
pde_losses: [1.4169162902728266e-9, 1.8593197830918996e-9]
bcs_losses: [8.153132458052628e-6, 1.0555429825382429e-7, 4.214392880529706e-6, 1.811233017898789e-6, 1.1267220530758965e-6, 1.1220763263562664e-6]
loss: 1.6531263732541636e-5
pde_losses: [1.9210951218415308e-9, 2.8643147528441595e-9]
bcs_losses: [8.138332033372834e-6, 1.1132507481268587e-7, 4.217459529487013e-6, 1.7994847413924366e-6, 1.1287460554190915e-6, 1.1311308881828878e-6]
loss: 1.652008958134535e-5
pde_losses: [1.5724172662749084e-9, 3.6312929108416047e-9]
bcs_losses: [8.12499283318035e-6, 1.1083541651018115e-7, 4.2061512023872485e-6, 1.7966684815773677e-6, 1.1401175431324778e-6, 1.1361203943806122e-6]
loss: 1.650407091682482e-5
pde_losses: [3.8484199700442015e-9, 3.6554135547095323e-9]
bcs_losses: [8.131122486371474e-6, 1.0944005798921034e-7, 4.1884998940962895e-6, 1.7818541857260711e-6, 1.1312677587474066e-6, 1.1543827003696137e-6]
loss: 1.6480025125846138e-5
pde_losses: [2.487718726165678e-9, 5.363501782618528e-9]
bcs_losses: [8.116113356687652e-6, 1.0433868864100331e-7, 4.16374159658377e-6, 1.7817620548460297e-6, 1.1339257600218387e-6, 1.1722924485570592e-6]
loss: 1.6452356533579665e-5
pde_losses: [7.240631495229222e-9, 1.1146022904308762e-8]
bcs_losses: [8.12822590393301e-6, 9.202234194753674e-8, 4.149089109741084e-6, 1.77468245824866e-6, 1.1170370189833164e-6, 1.1729130463265207e-6]
loss: 1.643767490004379e-5
pde_losses: [7.3355014270195215e-9, 1.0049302098695692e-8]
bcs_losses: [8.131150468977705e-6, 9.189774870159757e-8, 4.134423455558719e-6, 1.7743764081869271e-6, 1.114323946534856e-6, 1.174118068558271e-6]
loss: 1.6413423161814102e-5
pde_losses: [5.234970016554605e-9, 8.080920826656785e-9]
bcs_losses: [8.132133105604276e-6, 9.299616541994923e-8, 4.115911947283153e-6, 1.7732537093545508e-6, 1.1095011513641924e-6, 1.1763111919447671e-6]
loss: 1.6392706955804503e-5
pde_losses: [5.0898781683569795e-9, 7.170815368259285e-9]
bcs_losses: [8.134225496333087e-6, 9.343072638645485e-8, 4.100534683135506e-6, 1.771534203143725e-6, 1.1044056243168814e-6, 1.176315528952234e-6]
loss: 1.6344062251556213e-5
pde_losses: [3.74538568484932e-9, 6.211805129580656e-9]
bcs_losses: [8.13844708401995e-6, 9.545181694444533e-8, 4.068512575824465e-6, 1.770475842015784e-6, 1.092497558586449e-6, 1.1687201833506913e-6]
loss: 1.6293520445945422e-5
pde_losses: [1.0107780313082627e-8, 1.2317008430443846e-8]
bcs_losses: [8.163002587507392e-6, 9.723921940786329e-8, 4.0337360545370805e-6, 1.755932710527141e-6, 1.0685150583895636e-6, 1.1526700268328573e-6]
loss: 1.626663893024994e-5
pde_losses: [1.0319337670634789e-8, 5.0166903411601525e-9]
bcs_losses: [8.167700588046835e-6, 9.432385416894693e-8, 4.026712147577784e-6, 1.7677438017442165e-6, 1.0684835660133547e-6, 1.1263389446870089e-6]
loss: 1.623341634257988e-5
pde_losses: [1.2795838375111097e-8, 8.162105403061077e-9]
bcs_losses: [8.181610270797528e-6, 8.630723266072419e-8, 4.004476263773865e-6, 1.7671668604695435e-6, 1.0556791023201453e-6, 1.1172186687799005e-6]
loss: 1.6180306004004753e-5
pde_losses: [7.381469889406858e-9, 1.7413620224711353e-8]
bcs_losses: [8.18260595464734e-6, 7.936537629212659e-8, 3.964781151285537e-6, 1.757695181442097e-6, 1.0453299652318142e-6, 1.1257332849917224e-6]
loss: 1.6160812839375694e-5
pde_losses: [9.970851628926985e-9, 1.197407978930907e-8]
bcs_losses: [8.182250136156255e-6, 7.945965469176381e-8, 3.954999782397271e-6, 1.7594908352043515e-6, 1.0427147432257836e-6, 1.1199527562820325e-6]
loss: 1.6130101080653975e-5
pde_losses: [1.2870941447267957e-8, 1.1311311981151344e-8]
bcs_losses: [8.185464973360284e-6, 7.765516869705979e-8, 3.950933166161998e-6, 1.7569494307813057e-6, 1.0318458239591891e-6, 1.1030702642657193e-6]
loss: 1.6110210759776086e-5
pde_losses: [1.0280831423456354e-8, 8.477594665266454e-9]
bcs_losses: [8.189564202804392e-6, 7.995102446288056e-8, 3.939456529244328e-6, 1.754705580881423e-6, 1.0270927980532964e-6, 1.1006821982410422e-6]
loss: 1.608437822372717e-5
pde_losses: [1.0700554488604616e-8, 6.829272887920362e-9]
bcs_losses: [8.180198217196464e-6, 8.442811262095995e-8, 3.922622341116891e-6, 1.752684289252949e-6, 1.0265309198398157e-6, 1.1003845163235615e-6]
loss: 1.6051797423897736e-5
pde_losses: [6.838217333775382e-9, 6.5708373508051e-9]
bcs_losses: [8.176516764861218e-6, 9.249717764151863e-8, 3.89969416147362e-6, 1.7457992921513735e-6, 1.0238426082867169e-6, 1.10003836479871e-6]
loss: 1.602459996918426e-5
pde_losses: [1.007983199787927e-8, 6.2585078755833616e-9]
bcs_losses: [8.16662865528157e-6, 9.897650807003193e-8, 3.880407275420724e-6, 1.7370811780037557e-6, 1.0225616064027729e-6, 1.1026064061319436e-6]
loss: 1.5970045021898767e-5
pde_losses: [1.0302739594737212e-8, 1.4178075102080148e-8]
bcs_losses: [8.124283776094681e-6, 1.22698008669853e-7, 3.835206361659095e-6, 1.7110059896168393e-6, 1.0434937162631434e-6, 1.1088763548983378e-6]
loss: 1.5927311464185713e-5
pde_losses: [2.2848969435914023e-8, 8.507067357683986e-9]
bcs_losses: [8.10675380040028e-6, 1.3821981734735678e-7, 3.8069945897069226e-6, 1.690280142917426e-6, 1.046200466673895e-6, 1.1075066103462347e-6]
loss: 1.5882305312800068e-5
pde_losses: [2.0238983947152345e-8, 1.1073489611504635e-8]
bcs_losses: [8.082489563908921e-6, 1.4810822060495582e-7, 3.79650750915016e-6, 1.6696034273863448e-6, 1.0531295141685568e-6, 1.1011546040224726e-6]
loss: 1.5832235923427208e-5
pde_losses: [1.4345022581462137e-8, 1.0234274037977568e-8]
bcs_losses: [8.065293466742647e-6, 1.6499884055668197e-7, 3.781314539904619e-6, 1.6471576626978694e-6, 1.0575490764574094e-6, 1.0913430404485439e-6]
loss: 1.5792192665839636e-5
pde_losses: [1.781771320706562e-8, 9.517691940455472e-9]
bcs_losses: [8.030784592684868e-6, 1.8312549047102372e-7, 3.761244149365679e-6, 1.6310878814987884e-6, 1.0764143529064235e-6, 1.0822007937653318e-6]
loss: 1.575825771164502e-5
pde_losses: [1.775679965226032e-8, 8.890171268043178e-9]
bcs_losses: [8.01730769005038e-6, 2.007152405939611e-7, 3.7479932393951795e-6, 1.6132382474017293e-6, 1.0797299956349766e-6, 1.0726263276484897e-6]
loss: 1.5717666506621055e-5
pde_losses: [1.4784840991241812e-8, 9.98800911819124e-9]
bcs_losses: [7.995778304532914e-6, 2.2186252697847447e-7, 3.73874817120014e-6, 1.5930522911166331e-6, 1.0877525071736123e-6, 1.0556998555098494e-6]
loss: 1.5675214751597125e-5
pde_losses: [8.750621286473799e-9, 7.948303279898052e-9]
bcs_losses: [7.9648420213973e-6, 2.5535097442051454e-7, 3.7204477414445714e-6, 1.5762422733841809e-6, 1.1021083649257912e-6, 1.0395244514583958e-6]
loss: 1.5649289193127347e-5
pde_losses: [1.9042949529569334e-8, 1.0121090316313706e-8]
bcs_losses: [7.94284045576979e-6, 2.7309340795475763e-7, 3.70742898500274e-6, 1.5586262157924568e-6, 1.1070030579691564e-6, 1.0311330307925615e-6]
loss: 1.5624446440791753e-5
pde_losses: [1.3090142381087292e-8, 1.531703209307044e-8]
bcs_losses: [7.950900459032039e-6, 2.918411131104383e-7, 3.703237028103669e-6, 1.5465359029884685e-6, 1.0869092061460599e-6, 1.0166155569369195e-6]
loss: 1.5596004496205414e-5
pde_losses: [9.882613603176515e-9, 2.3727457522356382e-8]
bcs_losses: [7.93072191214435e-6, 3.080961877234655e-7, 3.7012384260123443e-6, 1.5327587730615295e-6, 1.0849264585461857e-6, 1.0046526675920068e-6]
loss: 1.5570328185745295e-5
pde_losses: [9.060503051416342e-9, 1.6300703188113768e-8]
bcs_losses: [7.915513525704898e-6, 3.3685762982435315e-7, 3.6929406730287503e-6, 1.5174219145998772e-6, 1.0885424556086194e-6, 9.936907807392689e-7]
loss: 1.5541503040619982e-5
pde_losses: [9.744597226383201e-9, 1.3979427773876827e-8]
bcs_losses: [7.887277600040107e-6, 3.652788934658607e-7, 3.6905552933139233e-6, 1.5079917696993963e-6, 1.0893455154442304e-6, 9.77329943656205e-7]
loss: 1.5511145813736286e-5
pde_losses: [1.0571642072375541e-8, 9.454828999560187e-9]
bcs_losses: [7.877877933397678e-6, 3.933893461685488e-7, 3.6870563891295934e-6, 1.4890389289296968e-6, 1.0766976307183814e-6, 9.670591143204518e-7]
loss: 1.5496506166689768e-5
pde_losses: [8.557903089824282e-9, 9.540830389198574e-9]
bcs_losses: [7.869957681640648e-6, 4.0475488970260025e-7, 3.68518804484607e-6, 1.4828438894696767e-6, 1.0743065187236382e-6, 9.613564088281126e-7]
loss: 1.5426656658336963e-5
pde_losses: [1.3395301360822596e-8, 9.508472828681532e-9]
bcs_losses: [7.833858566500383e-6, 4.28644280354218e-7, 3.684833228438588e-6, 1.4591614513607083e-6, 1.0592293593332872e-6, 9.380259981602759e-7]
loss: 1.5392809535965146e-5
pde_losses: [1.8468944862798226e-8, 1.6481127505363697e-8]
bcs_losses: [7.827306858192015e-6, 4.4059866740758796e-7, 3.690701084968029e-6, 1.4399479653662958e-6, 1.0369192599107612e-6, 9.223856277522939e-7]
loss: 1.535006219352815e-5
pde_losses: [1.3995829504900906e-8, 1.8851219982287653e-8]
bcs_losses: [7.807047541542599e-6, 4.448740516413552e-7, 3.699629285351707e-6, 1.4271352118559713e-6, 1.029858779091945e-6, 9.086702745573836e-7]
loss: 1.5323722435121374e-5
pde_losses: [9.35836767917014e-9, 1.3383808518036588e-8]
bcs_losses: [7.793337819170174e-6, 4.672734448469799e-7, 3.6984034367886506e-6, 1.4152147863490992e-6, 1.0302400943394744e-6, 8.965106774297927e-7]
loss: 1.5297457106338013e-5
pde_losses: [3.3655895182996232e-9, 1.369105449401891e-8]
bcs_losses: [7.799261551191078e-6, 4.708787246070034e-7, 3.700120395082887e-6, 1.4047570872932754e-6, 1.0194553500613887e-6, 8.85927354090062e-7]
loss: 1.5282159478238196e-5
pde_losses: [4.058774120926258e-9, 6.303550515473924e-9]
bcs_losses: [7.787284890281818e-6, 4.842292612412244e-7, 3.701875771144366e-6, 1.4025768578264288e-6, 1.0186488288395835e-6, 8.77181544268376e-7]
loss: 1.5264230406391183e-5
pde_losses: [4.238205770542867e-9, 7.584920760838136e-9]
bcs_losses: [7.77106886537245e-6, 4.832069973394714e-7, 3.7024454779223596e-6, 1.4075137223641442e-6, 1.0209918373950536e-6, 8.671803794663222e-7]
loss: 1.5242110036143843e-5
pde_losses: [4.309648001533891e-9, 9.168189316937377e-9]
bcs_losses: [7.747196579144024e-6, 4.75673443425942e-7, 3.7071326173606943e-6, 1.4162869270349496e-6, 1.025162476724307e-6, 8.571801551354549e-7]
loss: 1.521687673283505e-5
pde_losses: [5.875542496389819e-9, 8.466059769668432e-9]
bcs_losses: [7.712268439973753e-6, 4.682427837036327e-7, 3.71034525371961e-6, 1.4364502820778133e-6, 1.0334559277864892e-6, 8.417724433076934e-7]
loss: 1.5199827789468361e-5
pde_losses: [5.129554534587848e-9, 8.260250571672098e-9]
bcs_losses: [7.69325028368169e-6, 4.638582257369638e-7, 3.706974894551394e-6, 1.4525817195713137e-6, 1.0324674932728577e-6, 8.373053675478821e-7]
loss: 1.5175813437333018e-5
pde_losses: [3.962566264236296e-9, 6.29759982296774e-9]
bcs_losses: [7.659299726032499e-6, 4.716555936988638e-7, 3.7062785400216507e-6, 1.4645410304053693e-6, 1.0391334117681785e-6, 8.24644969319254e-7]
loss: 1.5149981613500736e-5
pde_losses: [3.882851281890048e-9, 1.5133882720488594e-8]
bcs_losses: [7.60705972455666e-6, 4.653905397167238e-7, 3.701953575512786e-6, 1.4749534486891161e-6, 1.058343948825325e-6, 8.232636421977467e-7]
loss: 1.5132639365619391e-5
pde_losses: [5.0005888592607726e-9, 1.1448467027182752e-8]
bcs_losses: [7.569184554391563e-6, 4.810101840580972e-7, 3.6996377077223884e-6, 1.4794846147748567e-6, 1.0734550533509777e-6, 8.134181954350644e-7]
loss: 1.5106401163065644e-5
pde_losses: [7.446955516151941e-9, 5.5234076268796295e-9]
bcs_losses: [7.537127190136978e-6, 4.963095193165789e-7, 3.6914548144311926e-6, 1.46092640139082e-6, 1.095405305746717e-6, 8.122075689003253e-7]
loss: 1.5079030857690803e-5
pde_losses: [4.8483921139276295e-9, 5.006879935893769e-9]
bcs_losses: [7.486514820727782e-6, 5.251684319840056e-7, 3.690263071533142e-6, 1.4398146700694135e-6, 1.1234967432342286e-6, 8.039178480924093e-7]
loss: 1.5065261668661708e-5
pde_losses: [4.2395462199335104e-9, 4.342790438442696e-9]
bcs_losses: [7.448235837298687e-6, 5.394496296804862e-7, 3.6899020403898476e-6, 1.4332917594384443e-6, 1.1433677924211285e-6, 8.024322727747382e-7]
loss: 1.5054816333494792e-5
pde_losses: [1.951022444606224e-9, 5.071645178591812e-9]
bcs_losses: [7.443840631760639e-6, 5.532924205615736e-7, 3.691213529825787e-6, 1.4154255290302052e-6, 1.1422072591706587e-6, 8.018142955227296e-7]
loss: 1.5046635818588558e-5
pde_losses: [1.2128755360415506e-9, 3.962771967835658e-9]
bcs_losses: [7.4255242473891454e-6, 5.768410829769366e-7, 3.6930042869087488e-6, 1.4069076854700925e-6, 1.1450783789505319e-6, 7.941044893892261e-7]
loss: 1.503764647412362e-5
pde_losses: [2.7289158283659803e-9, 7.270049375420702e-9]
bcs_losses: [7.4030334442700145e-6, 5.869812743371652e-7, 3.7010420785020654e-6, 1.4084110233803565e-6, 1.1422689495568242e-6, 7.859107388734061e-7]
loss: 1.502450069731527e-5
pde_losses: [3.805518686948172e-9, 8.93453078957847e-9]
bcs_losses: [7.366944107294255e-6, 6.093163936289392e-7, 3.7106289278674927e-6, 1.4043862599287058e-6, 1.1487603892566774e-6, 7.717245698626741e-7]
loss: 1.5003315629110054e-5
pde_losses: [2.783068702060349e-9, 6.293433468943881e-9]
bcs_losses: [7.333127732997501e-6, 6.320788082788959e-7, 3.729962506481319e-6, 1.4024561179454045e-6, 1.1393746435501427e-6, 7.57239317685787e-7]
loss: 1.4991606539214344e-5
pde_losses: [4.6620271807590165e-9, 6.180702645798738e-9]
bcs_losses: [7.320543769283876e-6, 6.354340966629953e-7, 3.740630960702143e-6, 1.3990651541642489e-6, 1.1328548224929905e-6, 7.522350060815315e-7]
loss: 1.4984588566901184e-5
pde_losses: [2.958730035704833e-9, 6.427967778214466e-9]
bcs_losses: [7.295038314834446e-6, 6.511488870018995e-7, 3.749914106982497e-6, 1.3959988522985185e-6, 1.1367181513692885e-6, 7.463835566006136e-7]
loss: 1.4974702537720404e-5
pde_losses: [3.3083594797696522e-9, 6.231679593360587e-9]
bcs_losses: [7.255765388590666e-6, 6.829179351575984e-7, 3.7651743447875218e-6, 1.3823919086531202e-6, 1.1422726452756292e-6, 7.366402761827375e-7]
loss: 1.4964831091374871e-5
pde_losses: [3.731068120223589e-9, 9.55743592637533e-9]
bcs_losses: [7.238983699258964e-6, 6.885473754451016e-7, 3.7711819020322107e-6, 1.38042011818018e-6, 1.1396090827859464e-6, 7.32800409625867e-7]
loss: 1.4948910579162692e-5
pde_losses: [3.719865258209919e-9, 8.587169866954688e-9]
bcs_losses: [7.1833305048476615e-6, 7.201333818155356e-7, 3.7929840827007093e-6, 1.372239484699249e-6, 1.1439260689174285e-6, 7.23990021056944e-7]
loss: 1.4929992179725322e-5
pde_losses: [4.8195256158959055e-9, 1.2748768657817064e-8]
bcs_losses: [7.140885249751629e-6, 7.336237471929913e-7, 3.807049830856591e-6, 1.3741278768775994e-6, 1.144024546504475e-6, 7.127126342683215e-7]
loss: 1.4912090903992134e-5
pde_losses: [3.896836923700525e-9, 8.399973662468052e-9]
bcs_losses: [7.0802895495956834e-6, 7.542424084539718e-7, 3.825829273319908e-6, 1.381067132117719e-6, 1.154613872324341e-6, 7.037518575943418e-7]
loss: 1.4896625966744175e-5
pde_losses: [3.405171233293277e-9, 6.0175729411863195e-9]
bcs_losses: [7.07428621785017e-6, 7.53678580743836e-7, 3.828176034644711e-6, 1.3935860042803386e-6, 1.1516627338254109e-6, 6.858136512252304e-7]
loss: 1.488731249582429e-5
pde_losses: [1.9327931893355778e-9, 4.273131840847483e-9]
bcs_losses: [7.038914067520443e-6, 7.821777480741135e-7, 3.845762967496169e-6, 1.3905183854978783e-6, 1.1537332048664167e-6, 6.700001973390891e-7]
loss: 1.4879074862243575e-5
pde_losses: [1.6599266433468495e-9, 4.580116756609337e-9]
bcs_losses: [7.01816713875001e-6, 7.963279012490155e-7, 3.847831115321776e-6, 1.3848092215845814e-6, 1.1623405426907759e-6, 6.633588992474589e-7]
loss: 1.4871590343645803e-5
pde_losses: [1.3495955058791517e-9, 4.459344285852319e-9]
bcs_losses: [7.00874364273373e-6, 8.049310857555325e-7, 3.856090314343467e-6, 1.3871658469245028e-6, 1.1569847834848868e-6, 6.518657306119519e-7]
loss: 1.4867202729882096e-5
pde_losses: [1.162208853431919e-9, 4.870175092989365e-9]
bcs_losses: [6.98936705975097e-6, 8.187445583576839e-7, 3.862171820254148e-6, 1.3869259392893522e-6, 1.162923775477076e-6, 6.410371928064443e-7]
loss: 1.4864360131689578e-5
pde_losses: [1.9108272032417142e-9, 4.425784546374244e-9]
bcs_losses: [6.984643274481992e-6, 8.208980971701272e-7, 3.862043145123822e-6, 1.387025417578972e-6, 1.1646034966989072e-6, 6.388100888861398e-7]
loss: 1.4861875719218065e-5
pde_losses: [9.978510100017737e-10, 4.352960176980682e-9]
bcs_losses: [6.974885094596853e-6, 8.270745269921195e-7, 3.8664872819726345e-6, 1.3848979533949551e-6, 1.1666530645064653e-6, 6.365269865680565e-7]
loss: 1.4858197046237595e-5
pde_losses: [1.5661854047248922e-9, 5.436095531606163e-9]
bcs_losses: [6.978763102434136e-6, 8.21546560332814e-7, 3.863090261200141e-6, 1.3774930554547968e-6, 1.168311465397905e-6, 6.419903204814702e-7]
loss: 1.4852570116769238e-5
pde_losses: [1.5748470491352218e-9, 3.3469264678045133e-9]
bcs_losses: [6.9520152970029905e-6, 8.286994063999702e-7, 3.8758649077060844e-6, 1.374138775537111e-6, 1.1729223348174395e-6, 6.440076217887032e-7]
loss: 1.4844746646493963e-5
pde_losses: [1.079446048971432e-9, 1.9381640425568435e-9]
bcs_losses: [6.938339306865456e-6, 8.069370664031096e-7, 3.8825801876089635e-6, 1.3826542969847837e-6, 1.1782912523500777e-6, 6.529269261900451e-7]
loss: 1.4838555313284586e-5
pde_losses: [1.0765957620808015e-9, 3.557736659395164e-9]
bcs_losses: [6.934510988922291e-6, 7.808022449514523e-7, 3.888530021643975e-6, 1.3988225669256998e-6, 1.1767604691986942e-6, 6.544946892209981e-7]
loss: 1.4833866192397961e-5
pde_losses: [9.46050549351789e-10, 5.033414606770961e-9]
bcs_losses: [6.936141476103145e-6, 7.634757288030372e-7, 3.8916767414432944e-6, 1.4068044691808363e-6, 1.1750967637477613e-6, 6.546915479637644e-7]
loss: 1.4831469871797364e-5
pde_losses: [1.0174642312869366e-9, 4.7602340138666526e-9]
bcs_losses: [6.94286697225473e-6, 7.539834778324819e-7, 3.892427375867625e-6, 1.4118150471355132e-6, 1.1717609131329117e-6, 6.528383873289489e-7]
loss: 1.482974363649145e-5
pde_losses: [6.569620276739579e-10, 3.955194382251018e-9]
bcs_losses: [6.9326719918154906e-6, 7.550253486540638e-7, 3.897781758455529e-6, 1.4134514473003255e-6, 1.1764361386095119e-6, 6.497647952466043e-7]
loss: 1.4828145516155623e-5
pde_losses: [8.055449542433464e-10, 3.851287729081759e-9]
bcs_losses: [6.944237547403613e-6, 7.491723164737784e-7, 3.8897695282814945e-6, 1.4136472766808829e-6, 1.1751923387192855e-6, 6.514696759132451e-7]
loss: 1.4824265078550008e-5
pde_losses: [7.89309089857637e-10, 3.6061323415747566e-9]
bcs_losses: [6.954471446045927e-6, 7.469971608928122e-7, 3.886175742590903e-6, 1.4129395436844255e-6, 1.169799022797318e-6, 6.494867211071881e-7]
loss: 1.4816913278195792e-5
pde_losses: [1.3247439794126036e-9, 4.479393042171015e-9]
bcs_losses: [6.9770643996644895e-6, 7.289219572085408e-7, 3.8784580197029294e-6, 1.4182353586071299e-6, 1.159075296911149e-6, 6.493541090799721e-7]
loss: 1.4808804183001714e-5
pde_losses: [1.871140495458498e-9, 4.944524556762669e-9]
bcs_losses: [6.991979744035195e-6, 7.225913188265958e-7, 3.867749420980465e-6, 1.4188598333251425e-6, 1.1540931459460559e-6, 6.4671505483604e-7]
loss: 1.4803159452265934e-5
pde_losses: [7.323869481610803e-10, 3.766597113281715e-9]
bcs_losses: [6.986919389260104e-6, 7.166886760145152e-7, 3.873880217002589e-6, 1.4250431689267e-6, 1.1519211530696523e-6, 6.442078639309322e-7]
loss: 1.4798526639259972e-5
pde_losses: [7.461088763710161e-10, 2.6711897347893542e-9]
bcs_losses: [6.986253708670613e-6, 7.204915179679038e-7, 3.875802017373795e-6, 1.4263847672135598e-6, 1.147664077333108e-6, 6.385132520898327e-7]
loss: 1.4795025545824169e-5
pde_losses: [9.125088745277815e-10, 3.6142226572563294e-9]
bcs_losses: [6.996144852400269e-6, 7.039486688057634e-7, 3.878984522908739e-6, 1.4332860378489044e-6, 1.1403443783264562e-6, 6.377903540022495e-7]
loss: 1.4790484586829415e-5
pde_losses: [1.1501711350932203e-9, 4.715781190327838e-9]
bcs_losses: [6.9861579786729905e-6, 7.150104941112432e-7, 3.8928975257442835e-6, 1.4244532715641738e-6, 1.1346671810683312e-6, 6.314321833429705e-7]
loss: 1.478458940963167e-5
pde_losses: [1.2637616914571387e-9, 3.4431499938564337e-9]
bcs_losses: [6.9846685533123036e-6, 7.048496348837648e-7, 3.903511424288423e-6, 1.4240048030686836e-6, 1.1311697822322248e-6, 6.316783001609551e-7]
loss: 1.4776353096973712e-5
pde_losses: [5.778654882367732e-10, 3.178259954545243e-9]
bcs_losses: [6.940323043170947e-6, 6.988688686809018e-7, 3.931852974461456e-6, 1.4267513759020555e-6, 1.1432457385100481e-6, 6.315549708055193e-7]
loss: 1.477110635892693e-5
pde_losses: [1.1693898335717304e-9, 3.3899550410244446e-9]
bcs_losses: [6.92876286624573e-6, 6.922152722083606e-7, 3.9445241216692744e-6, 1.4191093477945942e-6, 1.1464358612055513e-6, 6.354995449288236e-7]
loss: 1.476910522593061e-5
pde_losses: [1.3405121643450495e-9, 3.4491660440436457e-9]
bcs_losses: [6.920142360894412e-6, 6.834096921395735e-7, 3.9557988728949916e-6, 1.4224509755107891e-6, 1.148049809535751e-6, 6.34463836746704e-7]
loss: 1.4766254337833149e-5
pde_losses: [1.3024207417768916e-9, 3.847059370053536e-9]
bcs_losses: [6.9192665592480565e-6, 6.808738388745009e-7, 3.955865304670681e-6, 1.4215477745656905e-6, 1.1475117143688972e-6, 6.360396659934929e-7]
loss: 1.476163893482398e-5
pde_losses: [5.949873919604591e-10, 2.695892682821912e-9]
bcs_losses: [6.924753955025521e-6, 6.694741344973975e-7, 3.970958147331773e-6, 1.4214059696794494e-6, 1.1387326271641316e-6, 6.330232210509257e-7]
loss: 1.4758208723587295e-5
pde_losses: [1.4268331336007917e-9, 3.063597238247691e-9]
bcs_losses: [6.940096012686583e-6, 6.58215010504415e-7, 3.96972274359979e-6, 1.420308624701921e-6, 1.1320453515481972e-6, 6.333305501745394e-7]
loss: 1.475377609200816e-5
pde_losses: [1.0813203243369567e-9, 2.396539224725183e-9]
bcs_losses: [6.940680091191824e-6, 6.551920392320598e-7, 3.977943469285605e-6, 1.409427285171078e-6, 1.1302200237472509e-6, 6.368353238312797e-7]
loss: 1.474299909880524e-5
pde_losses: [2.3505543428019046e-9, 3.2832247496971924e-9]
bcs_losses: [6.983809269633611e-6, 6.218016160223348e-7, 3.95967304550492e-6, 1.4064428974393889e-6, 1.1216227558079287e-6, 6.44015735304557e-7]
loss: 1.4734728910339656e-5
pde_losses: [1.8372561737625648e-9, 3.2523164761086825e-9]
bcs_losses: [7.004642852623449e-6, 5.971501116024674e-7, 3.9453298517816625e-6, 1.4061390779787258e-6, 1.1260136928326556e-6, 6.503637508708246e-7]
loss: 1.4730008804997772e-5
pde_losses: [7.760881384549866e-10, 2.2100019313378366e-9]
bcs_losses: [6.9937564764637064e-6, 5.89945220761515e-7, 3.948572680391186e-6, 1.3994209387579353e-6, 1.1370391117719661e-6, 6.582882867816694e-7]
loss: 1.4725268892856407e-5
pde_losses: [7.293040390663758e-10, 2.4891009974967214e-9]
bcs_losses: [7.002249926383822e-6, 5.814104231964203e-7, 3.946515166628605e-6, 1.392674801662976e-6, 1.1376279534796773e-6, 6.615722164683443e-7]
loss: 1.4719957109620489e-5
pde_losses: [5.184996699909728e-10, 4.69600285869842e-9]
bcs_losses: [6.968645883131568e-6, 5.978201631108183e-7, 3.958320202894502e-6, 1.3870517285072015e-6, 1.1479054128831256e-6, 6.549992165645856e-7]
loss: 1.4713864188612275e-5
pde_losses: [1.5419560610437993e-9, 4.182894352252882e-9]
bcs_losses: [6.94441038355589e-6, 5.864602831055058e-7, 3.9827499462479135e-6, 1.3845794261657482e-6, 1.1549984156879797e-6, 6.549408834359426e-7]
loss: 1.470707201802929e-5
pde_losses: [1.610983320096546e-9, 5.720424565238716e-9]
bcs_losses: [6.921093019253283e-6, 5.891561148266008e-7, 3.994705325147314e-6, 1.3813016219389564e-6, 1.1631420409906041e-6, 6.503424879871953e-7]
loss: 1.4697967514233635e-5
pde_losses: [8.389557549607431e-10, 4.82365930333891e-9]
bcs_losses: [6.871506364791774e-6, 5.896528872642399e-7, 4.034204184175793e-6, 1.382365318264386e-6, 1.1748324266878656e-6, 6.397437179912774e-7]
loss: 1.4681163766933891e-5
pde_losses: [3.990991214084054e-9, 6.399720728567487e-9]
bcs_losses: [6.813166992199749e-6, 5.666140962167537e-7, 4.075372298495651e-6, 1.3905065077570377e-6, 1.1938744869372378e-6, 6.312386733848123e-7]
loss: 1.466433192617502e-5
pde_losses: [4.1093111034092676e-9, 4.216262211431826e-9]
bcs_losses: [6.778134978704156e-6, 5.308457684014692e-7, 4.103692722843337e-6, 1.3944035168095962e-6, 1.2152343853893568e-6, 6.336949807122613e-7]
loss: 1.4648649735943639e-5
pde_losses: [7.0060909747944585e-9, 3.0864246379031747e-9]
bcs_losses: [6.791899849024361e-6, 5.027010005341044e-7, 4.085155787278049e-6, 1.4031270978810791e-6, 1.2182187215968574e-6, 6.374547640164902e-7]
loss: 1.4636516082931781e-5
pde_losses: [5.060152867571659e-9, 1.9290643495559485e-9]
bcs_losses: [6.780957643912243e-6, 4.794885927451013e-7, 4.1079580381934665e-6, 1.3962721974218594e-6, 1.2198497456530697e-6, 6.450006477889145e-7]
loss: 1.4621507006455929e-5
pde_losses: [2.510780038562031e-9, 3.852386355622504e-9]
bcs_losses: [6.805333274511516e-6, 4.590233458625562e-7, 4.094604746101396e-6, 1.3914801238288687e-6, 1.2144483195383263e-6, 6.502540302190819e-7]
loss: 1.4608802417548253e-5
pde_losses: [3.355984184265071e-9, 5.803741423363343e-9]
bcs_losses: [6.839055929874744e-6, 4.4405409884016097e-7, 4.0899623469545284e-6, 1.3757397312472396e-6, 1.1931141119010306e-6, 6.577164731229216e-7]
loss: 1.4594916859435993e-5
pde_losses: [1.8533191178139663e-9, 4.7075391714726055e-9]
bcs_losses: [6.868085715718968e-6, 4.3889758174411384e-7, 4.066928444625565e-6, 1.3548723004031615e-6, 1.1915834041647103e-6, 6.679885544901856e-7]
loss: 1.4580181949244287e-5
pde_losses: [3.31164055161603e-9, 5.249738490804671e-9]
bcs_losses: [6.871483103338896e-6, 4.1747829038070144e-7, 4.069876222184486e-6, 1.3425983414534649e-6, 1.2002418622078314e-6, 6.699427506364882e-7]
loss: 1.4567273617976041e-5
pde_losses: [5.117508385119999e-9, 5.245802572482366e-9]
bcs_losses: [6.864310104789286e-6, 4.24113494299473e-7, 4.07500960289669e-6, 1.3328906738999792e-6, 1.197087475645638e-6, 6.634989554873719e-7]
loss: 1.4549702995369995e-5
pde_losses: [4.5196090406352314e-9, 5.367625041735283e-9]
bcs_losses: [6.8834121570169245e-6, 4.2697945020469387e-7, 4.060901635453393e-6, 1.309502063808163e-6, 1.191793201091734e-6, 6.67227253712715e-7]
loss: 1.4538975839486135e-5
pde_losses: [2.747128063704484e-9, 2.4867576293195714e-9]
bcs_losses: [6.891853433370725e-6, 4.1760902006767495e-7, 4.059069268887214e-6, 1.3009027114165754e-6, 1.1909701652999947e-6, 6.733373547509272e-7]
loss: 1.4535718969176189e-5
pde_losses: [1.3727535303063063e-9, 2.0118156706752144e-9]
bcs_losses: [6.888694509628419e-6, 4.212705073332684e-7, 4.059963440722437e-6, 1.302094217512781e-6, 1.188378555243215e-6, 6.719331695350853e-7]
loss: 1.4533973840065306e-5
pde_losses: [1.0482817398194012e-9, 2.064687424397758e-9]
bcs_losses: [6.8957247629900694e-6, 4.17369614707807e-7, 4.0575674760116315e-6, 1.2979341158169737e-6, 1.1868415548035297e-6, 6.754233465710778e-7]
loss: 1.4532831710055425e-5
pde_losses: [4.950297105328385e-10, 1.621834139397372e-9]
bcs_losses: [6.898518686652036e-6, 4.128742838433785e-7, 4.053445937631037e-6, 1.29879439973458e-6, 1.1886274505245349e-6, 6.784540878199243e-7]
loss: 1.45317911950068e-5
pde_losses: [6.656854565939358e-10, 1.955791426383525e-9]
bcs_losses: [6.898914235519561e-6, 4.1278170738556116e-7, 4.052719958921416e-6, 1.2946107713696156e-6, 1.191049654479007e-6, 6.790933904486621e-7]
loss: 1.4529647007098059e-5
pde_losses: [5.528914304346148e-10, 2.893259293122936e-9]
bcs_losses: [6.915597664672094e-6, 4.054614248570025e-7, 4.0364166384246545e-6, 1.294813923489367e-6, 1.192352077369036e-6, 6.815591275623475e-7]
loss: 1.4526798193043133e-5
pde_losses: [9.674069973582175e-10, 1.8966001388716666e-9]
bcs_losses: [6.921374194639831e-6, 3.9192193614624285e-7, 4.0351814932082325e-6, 1.2984231046935094e-6, 1.1906749379742631e-6, 6.863585192448235e-7]
loss: 1.452333391407573e-5
pde_losses: [6.318962064405404e-10, 1.7229441856822728e-9]
bcs_losses: [6.9455915253260904e-6, 3.840998259426846e-7, 4.027270500719846e-6, 1.2984941030709683e-6, 1.179498158936604e-6, 6.860249596874108e-7]
loss: 1.4517030086291196e-5
pde_losses: [1.3826477637642859e-9, 2.0088979420002144e-9]
bcs_losses: [6.937252908915137e-6, 3.653266075651048e-7, 4.0470071506479585e-6, 1.3037106382468448e-6, 1.1725069384168266e-6, 6.878342967935584e-7]
loss: 1.4511094225179072e-5
pde_losses: [9.55217379597125e-10, 1.659477531084588e-9]
bcs_losses: [6.927820441648901e-6, 3.656541131619635e-7, 4.074785124814503e-6, 1.2961723923704183e-6, 1.158844576652003e-6, 6.852028816206011e-7]
loss: 1.4508901347951484e-5
pde_losses: [3.909679338695657e-10, 1.6437660172821255e-9]
bcs_losses: [6.917204035643519e-6, 3.6133671548700337e-7, 4.086303611875921e-6, 1.2927864202552847e-6, 1.1614166923751164e-6, 6.878191383634877e-7]
loss: 1.4507701971795674e-5
pde_losses: [5.119358304004988e-10, 1.494038980462405e-9]
bcs_losses: [6.906720943867562e-6, 3.657072724706477e-7, 4.091090411802969e-6, 1.2900860021978017e-6, 1.165921109252576e-6, 6.861702573932574e-7]
loss: 1.4506198271674259e-5
pde_losses: [3.0442998293956965e-10, 1.4800855678912132e-9]
bcs_losses: [6.9022310844230865e-6, 3.609705958663827e-7, 4.10003131546088e-6, 1.2870102552750853e-6, 1.167181734657993e-6, 6.869887704400024e-7]
loss: 1.4504744100546664e-5
pde_losses: [4.351534206899932e-10, 1.2228826787960758e-9]
bcs_losses: [6.891940067249855e-6, 3.631484544768236e-7, 4.109091295114596e-6, 1.2792551033345865e-6, 1.1709122495281995e-6, 6.887388947431144e-7]
loss: 1.4503651880576469e-5
pde_losses: [2.8111403874470103e-10, 1.4284028641038782e-9]
bcs_losses: [6.890142394581007e-6, 3.6182806814014333e-7, 4.108925939618326e-6, 1.2778523840225994e-6, 1.1748228010067976e-6, 6.883707763047465e-7]
loss: 1.4503114620931832e-5
pde_losses: [1.8997843825576455e-10, 1.3190022980571085e-9]
bcs_losses: [6.894068861086288e-6, 3.585649703229806e-7, 4.108434664609222e-6, 1.274572966861446e-6, 1.1751493443978804e-6, 6.908148329177028e-7]
loss: 1.4502769736138687e-5
pde_losses: [1.0896710218534161e-10, 1.2577351657584675e-9]
bcs_losses: [6.897528210085329e-6, 3.57567458068591e-7, 4.106545657512862e-6, 1.2745165023647868e-6, 1.1737263095585235e-6, 6.915188962806492e-7]
loss: 1.4502560385424743e-5
pde_losses: [1.0212414298224536e-10, 1.1970089244966274e-9]
bcs_losses: [6.8983279431395655e-6, 3.5739197353708026e-7, 4.104602375368978e-6, 1.2734458167970319e-6, 1.174999513976777e-6, 6.924936295378297e-7]
loss: 1.4502425544355582e-5
pde_losses: [2.475576884504193e-10, 1.2606869140212883e-9]
bcs_losses: [6.897504025539931e-6, 3.568604843435341e-7, 4.104009713625059e-6, 1.272343495008473e-6, 1.1770576802343553e-6, 6.931419010017595e-7]
loss: 1.4502059286497764e-5
pde_losses: [2.9479585029588517e-10, 1.4162004120467376e-9]
bcs_losses: [6.897877258598218e-6, 3.5858587516018346e-7, 4.102449512193696e-6, 1.2714008102594595e-6, 1.1771398949689627e-6, 6.92894939054903e-7]
loss: 1.4501417947243775e-5
pde_losses: [2.1067376637997573e-10, 1.6245013121891483e-9]
bcs_losses: [6.903098591903758e-6, 3.6402602521013574e-7, 4.095484478776889e-6, 1.2705608743696624e-6, 1.175378628553971e-6, 6.910341733507925e-7]
loss: 1.4500010520313758e-5
pde_losses: [3.538312281834241e-10, 1.5888908667771515e-9]
bcs_losses: [6.906125226516193e-6, 3.7232669762570926e-7, 4.090468819536999e-6, 1.2668020476901847e-6, 1.1729868487305727e-6, 6.893581581191372e-7]
loss: 1.449710022313958e-5
pde_losses: [1.0402542255414407e-9, 1.9364919785818467e-9]
bcs_losses: [6.898585839896283e-6, 3.867371233430268e-7, 4.085633641144748e-6, 1.2656768852636599e-6, 1.174966860137105e-6, 6.82523127150635e-7]
loss: 1.4493685750918645e-5
pde_losses: [1.1488900570405833e-9, 2.0090845282415836e-9]
bcs_losses: [6.888672118760307e-6, 4.021336392577163e-7, 4.084909445503394e-6, 1.262631704044932e-6, 1.175182503471348e-6, 6.769983652956651e-7]
loss: 1.4491553916798596e-5
pde_losses: [6.935446048494814e-10, 1.4032308232320654e-9]
bcs_losses: [6.880155447896254e-6, 4.049772046454756e-7, 4.085585180451639e-6, 1.2616079827680394e-6, 1.1788599351938277e-6, 6.782713904152762e-7]
loss: 1.4490907210591196e-5
pde_losses: [5.064006727449668e-10, 1.5069176467323891e-9]
bcs_losses: [6.879266413829912e-6, 4.105397502593649e-7, 4.079580821701885e-6, 1.2629853799938416e-6, 1.179255373507934e-6, 6.772661529787818e-7]
loss: 1.4490557899552794e-5
pde_losses: [1.6867835994755452e-10, 1.3158706095395124e-9]
bcs_losses: [6.877206615427007e-6, 4.0879396659258535e-7, 4.080708224051887e-6, 1.2631381072413537e-6, 1.1805572355269745e-6, 6.786692017434984e-7]
loss: 1.4490224000610424e-5
pde_losses: [2.0009353515952494e-10, 1.3444898070654872e-9]
bcs_losses: [6.873374337601656e-6, 4.1269714806577874e-7, 4.079881026943505e-6, 1.2620653778504933e-6, 1.1825148327847596e-6, 6.781466940220071e-7]
loss: 1.448970211309813e-5
pde_losses: [4.0666332803359824e-10, 1.4521102742108314e-9]
bcs_losses: [6.875687003518719e-6, 4.143838370214792e-7, 4.073076067872077e-6, 1.2639929469895506e-6, 1.1823000410619225e-6, 6.784034430321378e-7]
loss: 1.4487730681123295e-5
pde_losses: [7.484819900291754e-10, 1.4113432865651312e-9]
bcs_losses: [6.866794229865318e-6, 4.2605403792096597e-7, 4.076211577934271e-6, 1.263034169802055e-6, 1.179092346616961e-6, 6.743844937071308e-7]
loss: 1.4481659757716632e-5
pde_losses: [2.4588510646129214e-9, 1.5362483842876584e-9]
bcs_losses: [6.88480170354266e-6, 4.3265564803576083e-7, 4.063757481694154e-6, 1.2584813586110822e-6, 1.167389038239391e-6, 6.70579428144682e-7]
loss: 1.4474903106815778e-5
pde_losses: [1.6531062397202344e-9, 1.3672645941883524e-9]
bcs_losses: [6.887493423737942e-6, 4.518934308927849e-7, 4.045606896313755e-6, 1.2496139824159385e-6, 1.1686973046333607e-6, 6.685776979880886e-7]
loss: 1.446181052534779e-5
pde_losses: [4.542945483915956e-9, 3.3256177212078253e-9]
bcs_losses: [6.88807199131144e-6, 4.589044316198364e-7, 4.025420573757395e-6, 1.2328841873956595e-6, 1.1761395727992548e-6, 6.725212052590807e-7]
loss: 1.4449412960344824e-5
pde_losses: [2.1029828841147584e-9, 5.592008256459762e-9]
bcs_losses: [6.900092450914761e-6, 4.7455102636737734e-7, 4.000618124550944e-6, 1.2258321044071973e-6, 1.1745265214875188e-6, 6.660977414764514e-7]
loss: 1.4431188611281239e-5
pde_losses: [3.2984326483255347e-9, 3.4027627309666064e-9]
bcs_losses: [6.914513913845655e-6, 4.508317333130585e-7, 3.996755798613972e-6, 1.2177443844791672e-6, 1.1763816492446298e-6, 6.682599364054657e-7]
loss: 1.4421936491716444e-5
pde_losses: [4.198139738803936e-9, 5.119439978280192e-9]
bcs_losses: [6.905544161212786e-6, 4.456642001182697e-7, 3.9955547936217825e-6, 1.226517642212262e-6, 1.1725222995186737e-6, 6.668158153155863e-7]
loss: 1.4415873166102361e-5
pde_losses: [2.615047997148334e-9, 2.811155361921775e-9]
bcs_losses: [6.90940537304942e-6, 4.4238752562997615e-7, 3.988644731046395e-6, 1.2222757227534777e-6, 1.1758972026549105e-6, 6.718364076091112e-7]
loss: 1.4406461774012771e-5
pde_losses: [2.8158647378497124e-9, 2.3174631124329052e-9]
bcs_losses: [6.9171662617638254e-6, 4.2305901186453094e-7, 3.985595696147556e-6, 1.2223382342210706e-6, 1.1716788558706912e-6, 6.814903862948154e-7]
loss: 1.4395396269542201e-5
pde_losses: [5.471080561714359e-9, 5.218697393805448e-9]
bcs_losses: [6.94482746606486e-6, 4.0951324873821065e-7, 3.966249786750491e-6, 1.2142354700263678e-6, 1.1678034465929185e-6, 6.82077073413833e-7]
loss: 1.4384670476814801e-5
pde_losses: [5.963319962750503e-9, 4.7619631952824506e-9]
bcs_losses: [6.924322705180878e-6, 4.07903867868992e-7, 3.9918980069956004e-6, 1.214915989511589e-6, 1.1611058907304357e-6, 6.737987333692735e-7]
loss: 1.4364033795053797e-5
pde_losses: [4.993655511759689e-9, 5.682611123083959e-9]
bcs_losses: [6.9431040064549465e-6, 3.894425534449137e-7, 3.984725898858581e-6, 1.2187193122147693e-6, 1.143771848743289e-6, 6.735939087024498e-7]
loss: 1.4337159756779883e-5
pde_losses: [4.086114939603126e-9, 7.589296721936313e-9]
bcs_losses: [6.929662334878468e-6, 3.5754629377039634e-7, 3.991560853923144e-6, 1.2381859577754812e-6, 1.1399859956875347e-6, 6.685429090833185e-7]
loss: 1.4298427762794759e-5
pde_losses: [1.5130935338714368e-8, 5.922524481892601e-9]
bcs_losses: [6.908686286984279e-6, 3.105997525867973e-7, 3.995485037277635e-6, 1.248016604596185e-6, 1.137184829755203e-6, 6.774017917740531e-7]
loss: 1.4235880757694501e-5
pde_losses: [1.2289959777699292e-8, 1.509238721683116e-8]
bcs_losses: [6.879964576960766e-6, 2.8373592952561065e-7, 3.965877373553567e-6, 1.2585109228833892e-6, 1.1349149682630855e-6, 6.854946395135512e-7]
loss: 1.4162334787816032e-5
pde_losses: [1.8433445708271963e-8, 2.7089879775450296e-8]
bcs_losses: [6.848121984620358e-6, 2.1160135694699312e-7, 3.945963182492931e-6, 1.2911122927853191e-6, 1.1413419426449939e-6, 6.786707028417141e-7]
loss: 1.4086454290863217e-5
pde_losses: [2.1985326345632485e-8, 2.7196694110600993e-8]
bcs_losses: [6.82633055187989e-6, 1.9802452234634406e-7, 3.915030316271604e-6, 1.2837288582749841e-6, 1.1627663646888219e-6, 6.5139165694534e-7]
loss: 1.4026880685619804e-5
pde_losses: [2.4787588232483748e-8, 3.693970340706375e-8]
bcs_losses: [6.842386401839317e-6, 1.8485254062816722e-7, 3.881231436834834e-6, 1.2626553336374417e-6, 1.1522379067539614e-6, 6.417897742865331e-7]
loss: 1.3926289656816661e-5
pde_losses: [9.562552647883473e-9, 1.5015766678441086e-8]
bcs_losses: [6.833927305053925e-6, 1.4323102689522495e-7, 3.860852813688752e-6, 1.258776151618523e-6, 1.1682981903199636e-6, 6.366258499139484e-7]
loss: 1.3887482218548874e-5
pde_losses: [1.1818356345079368e-8, 1.7763851957164103e-8]
bcs_losses: [6.819596759568709e-6, 1.3297140207727183e-7, 3.868350838303708e-6, 1.2502068273868063e-6, 1.1583151755719483e-6, 6.284590073381867e-7]
loss: 1.3830548660267409e-5
pde_losses: [1.2776213378909781e-8, 2.847625966530277e-8]
bcs_losses: [6.814156662343432e-6, 1.171586207086313e-7, 3.859222594128637e-6, 1.2380926988025534e-6, 1.1389694022702723e-6, 6.216962089696702e-7]
loss: 1.3797026456455082e-5
pde_losses: [9.303111964194127e-9, 2.671090229228871e-8]
bcs_losses: [6.796027886408923e-6, 1.0239239768613437e-7, 3.8554386543730284e-6, 1.224553815507287e-6, 1.1526367584861007e-6, 6.299629297371255e-7]
loss: 1.3757182931839296e-5
pde_losses: [6.89931297726146e-9, 7.787397436930851e-9]
bcs_losses: [6.7789917626784465e-6, 1.0537527538166486e-7, 3.8531682289013855e-6, 1.2084288106438815e-6, 1.1655378472454529e-6, 6.309942965742709e-7]
loss: 1.372056128507432e-5
pde_losses: [6.651226073682547e-9, 1.4759666698538823e-8]
bcs_losses: [6.7445386332528125e-6, 9.903503197219408e-8, 3.85311804114313e-6, 1.2059243762113666e-6, 1.1703134256772132e-6, 6.262208840453836e-7]
loss: 1.367303497620276e-5
pde_losses: [8.13592476366651e-9, 2.3660265847629063e-8]
bcs_losses: [6.7323163081617615e-6, 1.0727325422498405e-7, 3.856690347278562e-6, 1.1735399956671214e-6, 1.1480578977706845e-6, 6.233609824883513e-7]
loss: 1.3638102137883221e-5
pde_losses: [3.956453863681631e-9, 3.323486268386619e-8]
bcs_losses: [6.7013763217599875e-6, 1.1062370959850227e-7, 3.8510451530753765e-6, 1.160064736140993e-6, 1.1594311981473327e-6, 6.183697026134814e-7]
loss: 1.3583879491954647e-5
pde_losses: [4.448901356997978e-9, 1.0224014397188753e-8]
bcs_losses: [6.66618142428822e-6, 1.214285813212031e-7, 3.88338080294944e-6, 1.1547316681898326e-6, 1.1446630929050365e-6, 5.988210065467268e-7]
loss: 1.3566347026431115e-5
pde_losses: [5.3559821649347e-9, 8.470753296670824e-9]
bcs_losses: [6.657599078141467e-6, 1.220035636944519e-7, 3.886844890961951e-6, 1.1478287512571355e-6, 1.1421248994036038e-6, 5.961191075108979e-7]
loss: 1.3534400064254836e-5
pde_losses: [7.659269818970554e-9, 5.989096603878811e-9]
bcs_losses: [6.630851637785076e-6, 1.2837727056441001e-7, 3.897325719619691e-6, 1.12924922191321e-6, 1.1393237554900182e-6, 5.956240924595835e-7]
loss: 1.351120273293044e-5
pde_losses: [1.1351174016766671e-8, 6.4075774682184804e-9]
bcs_losses: [6.618942676223065e-6, 1.2837548887075046e-7, 3.900560835411903e-6, 1.1159536648855332e-6, 1.136813067654398e-6, 5.927982483998066e-7]
loss: 1.3460539877067845e-5
pde_losses: [1.6541438818543768e-8, 8.995669553851406e-9]
bcs_losses: [6.59010585487409e-6, 1.2703541742908418e-7, 3.903368611031066e-6, 1.0907224042693772e-6, 1.1396276668938475e-6, 5.841428141979837e-7]
loss: 1.343707610080256e-5
pde_losses: [1.3712981701529491e-8, 4.6340749105778296e-9]
bcs_losses: [6.565418211820134e-6, 1.3330649299319865e-7, 3.916153883376355e-6, 1.0835322715201915e-6, 1.1418954337020604e-6, 5.784227507785126e-7]
loss: 1.3405778025314914e-5
pde_losses: [1.1104126228525062e-8, 8.952494834168229e-9]
bcs_losses: [6.561085656948192e-6, 1.1675549864025533e-7, 3.910020011932131e-6, 1.0929422728876996e-6, 1.1339019141515348e-6, 5.71016049692409e-7]
loss: 1.3381641743435078e-5
pde_losses: [9.212231849046349e-9, 1.0691348180662681e-8]
bcs_losses: [6.548356122830826e-6, 1.1391796453919307e-7, 3.9070479447936795e-6, 1.091917316526814e-6, 1.1343871404104049e-6, 5.661116743044517e-7]
loss: 1.3348390452375423e-5
pde_losses: [4.8544452345002116e-9, 5.80085530040481e-9]
bcs_losses: [6.54779535160633e-6, 1.1443235730733023e-7, 3.885798153126961e-6, 1.0873041891484688e-6, 1.1442358748054247e-6, 5.581692258460037e-7]
loss: 1.3325737296157158e-5
pde_losses: [8.439033845748898e-9, 4.986695607686903e-9]
bcs_losses: [6.545788194969828e-6, 1.1396053884533646e-7, 3.880897582637692e-6, 1.080183747776011e-6, 1.1364553276359431e-6, 5.550261748389128e-7]
loss: 1.3302883558854378e-5
pde_losses: [7.506549813238597e-9, 1.33052299515999e-8]
bcs_losses: [6.5322539148180505e-6, 1.0782461463121782e-7, 3.878929668276746e-6, 1.0840725230947793e-6, 1.1313316141149623e-6, 5.476594441537832e-7]
loss: 1.3280649954193827e-5
pde_losses: [5.12401372310286e-9, 1.27292034092275e-8]
bcs_losses: [6.546893808348918e-6, 1.0295502703603016e-7, 3.8655894643655995e-6, 1.0907500019251156e-6, 1.1113585551692454e-6, 5.452498802165866e-7]
loss: 1.3260632023846946e-5
pde_losses: [1.0957244873818511e-8, 8.693136401340522e-9]
bcs_losses: [6.5554271500161796e-6, 9.802064210149474e-8, 3.8480663303756414e-6, 1.0929739481504306e-6, 1.1071263093039785e-6, 5.393672626240617e-7]
loss: 1.3238126982614708e-5
pde_losses: [4.075430831068644e-9, 7.063291752530538e-9]
bcs_losses: [6.556305235278636e-6, 9.243635592795309e-8, 3.839728761826542e-6, 1.1034868646230439e-6, 1.1027738497921157e-6, 5.322571925828171e-7]
loss: 1.3222053238288577e-5
pde_losses: [4.996573047609368e-9, 5.6681060710846086e-9]
bcs_losses: [6.5508772818030875e-6, 8.665800118402959e-8, 3.831669803263039e-6, 1.1131278708745946e-6, 1.1029414785073596e-6, 5.261141235377731e-7]
loss: 1.3210986329580321e-5
pde_losses: [7.111230211078628e-9, 5.01635234578222e-9]
bcs_losses: [6.546214648783578e-6, 8.001999414147467e-8, 3.824313490533332e-6, 1.1194441072641873e-6, 1.1025429123756047e-6, 5.263235939252838e-7]
loss: 1.3194670605093052e-5
pde_losses: [1.0491683253630042e-8, 2.2319557461613733e-9]
bcs_losses: [6.5525246233210784e-6, 8.110845006065781e-8, 3.814381859614057e-6, 1.1157549587800992e-6, 1.1002672252165206e-6, 5.179098491008451e-7]
loss: 1.3177622382187237e-5
pde_losses: [3.582268296188059e-9, 2.511253149455758e-9]
bcs_losses: [6.547224581221601e-6, 8.137543987919674e-8, 3.811186851540467e-6, 1.1141717839165933e-6, 1.1043417044360634e-6, 5.132284997476734e-7]
loss: 1.3168288401250833e-5
pde_losses: [3.2173395627103393e-9, 3.016522582209128e-9]
bcs_losses: [6.545038131531909e-6, 7.957510114311198e-8, 3.8057529088880377e-6, 1.1129936334427965e-6, 1.106670787535474e-6, 5.120239765645826e-7]
loss: 1.3154100187052666e-5
pde_losses: [3.564269263234227e-9, 3.741409940343385e-9]
bcs_losses: [6.530673098377509e-6, 7.918863182813945e-8, 3.7986690234078334e-6, 1.110927726201032e-6, 1.1187322373085738e-6, 5.08603790726001e-7]
loss: 1.3148030734747902e-5
pde_losses: [3.5046364173282473e-9, 5.590822255394003e-9]
bcs_losses: [6.5287724955118806e-6, 7.83682172873669e-8, 3.7947635966746517e-6, 1.1115479631976214e-6, 1.119345597777317e-6, 5.061374056263412e-7]
loss: 1.3137776618738775e-5
pde_losses: [4.220084043719455e-9, 4.466981358663209e-9]
bcs_losses: [6.527212874574216e-6, 7.515595546849527e-8, 3.790576460640247e-6, 1.1043346043786848e-6, 1.121810472553197e-6, 5.09999185721552e-7]
loss: 1.3127252614655324e-5
pde_losses: [4.009147632752843e-9, 4.322377131248355e-9]
bcs_losses: [6.517799726375498e-6, 7.138451277221388e-8, 3.792985262302777e-6, 1.1058783989945603e-6, 1.1233743522549752e-6, 5.074988371912959e-7]
loss: 1.3117535252245036e-5
pde_losses: [3.6317820972580016e-9, 1.6923632125620972e-9]
bcs_losses: [6.503211306938605e-6, 7.176860697104525e-8, 3.799336374312642e-6, 1.1080663756964958e-6, 1.123703045706865e-6, 5.061253973095624e-7]
loss: 1.3106784093570028e-5
pde_losses: [4.108804961279195e-9, 4.401341481878969e-9]
bcs_losses: [6.489038457601844e-6, 7.273386955928287e-8, 3.8038709264251766e-6, 1.0986039796606257e-6, 1.1265558245859715e-6, 5.074708892939691e-7]
loss: 1.3095401879892584e-5
pde_losses: [4.491234508542201e-9, 2.937090161013744e-9]
bcs_losses: [6.481231746219491e-6, 7.489831667747066e-8, 3.8046461273156092e-6, 1.0819793961157796e-6, 1.1335476716272182e-6, 5.116702972674584e-7]
loss: 1.3086476324479527e-5
pde_losses: [2.997705470798593e-9, 1.8688837324583544e-9]
bcs_losses: [6.464623130883409e-6, 7.763308601316136e-8, 3.81508479088996e-6, 1.0644859985209606e-6, 1.137172937819592e-6, 5.226097911491888e-7]
loss: 1.3081096084294174e-5
pde_losses: [1.4729892998444434e-9, 3.1011241936979895e-9]
bcs_losses: [6.454384779553422e-6, 7.649470697259874e-8, 3.815915230014656e-6, 1.0630677121682383e-6, 1.1407671330951352e-6, 5.258924089965836e-7]
loss: 1.3074662139582642e-5
pde_losses: [2.872615303823877e-9, 1.5143172867444989e-9]
bcs_losses: [6.437449412367978e-6, 7.700342726796229e-8, 3.823157185738637e-6, 1.0591047149911534e-6, 1.1444055592675355e-6, 5.291549073588057e-7]
loss: 1.3071018690088201e-5
pde_losses: [2.614014307741893e-9, 1.6960743481164112e-9]
bcs_losses: [6.425438899108899e-6, 7.631919025218589e-8, 3.828361148178107e-6, 1.0557758626536225e-6, 1.1484099636877485e-6, 5.324035375517794e-7]
loss: 1.306672746687039e-5
pde_losses: [1.7518907675527096e-9, 1.4161601703518406e-9]
bcs_losses: [6.417144512636873e-6, 7.176114184329683e-8, 3.8330366416438516e-6, 1.0590447250560004e-6, 1.1499307162357647e-6, 5.326416785166993e-7]
loss: 1.3062282439557232e-5
pde_losses: [2.5477939817003023e-9, 8.808135064271075e-10]
bcs_losses: [6.403359537878068e-6, 6.714361606004264e-8, 3.836685210060604e-6, 1.0642617971385696e-6, 1.1533062562609076e-6, 5.340974146709146e-7]
loss: 1.3058453479982575e-5
pde_losses: [2.6353877903970316e-9, 1.012187748814479e-9]
bcs_losses: [6.390371443157638e-6, 6.561427987216164e-8, 3.838023548860756e-6, 1.0728365935864579e-6, 1.157121177434661e-6, 5.308388615316898e-7]
loss: 1.3054705907371506e-5
pde_losses: [7.327778761834096e-10, 5.494979307516203e-10]
bcs_losses: [6.382215027776668e-6, 6.46565166874537e-8, 3.839997628816617e-6, 1.0831109573432998e-6, 1.1571747995365423e-6, 5.262687014039893e-7]
loss: 1.30500179798571e-5
pde_losses: [1.2288136657249422e-9, 1.0202196944965415e-9]
bcs_losses: [6.372781189153843e-6, 6.671649400373087e-8, 3.839229578198957e-6, 1.091318903433224e-6, 1.1589053610028912e-6, 5.188174207042343e-7]
loss: 1.3047609172041954e-5
pde_losses: [1.2654884648885654e-9, 8.99886498155257e-10]
bcs_losses: [6.362965912155894e-6, 6.717927103958904e-8, 3.84136589039215e-6, 1.0953803698116443e-6, 1.1634153393394324e-6, 5.151370143402028e-7]
loss: 1.3045979319975906e-5
pde_losses: [9.738382378252316e-10, 3.9383053079956514e-10]
bcs_losses: [6.363920888956893e-6, 6.79124094921925e-8, 3.8401030040429405e-6, 1.0953758566631042e-6, 1.1641207742887772e-6, 5.13178717763371e-7]
loss: 1.3043694859570067e-5
pde_losses: [2.2100592801679832e-9, 6.010364406235859e-10]
bcs_losses: [6.356698098132464e-6, 6.80001660064129e-8, 3.841615750737744e-6, 1.0934680526694035e-6, 1.1675944042970198e-6, 5.135072920062313e-7]
loss: 1.3040087903889287e-5
pde_losses: [1.1123295505531693e-9, 1.6929864378963666e-9]
bcs_losses: [6.3477192952821725e-6, 6.873833363267026e-8, 3.841659925149884e-6, 1.0923283179694415e-6, 1.1749028299530912e-6, 5.119338859135761e-7]
loss: 1.3035859958154327e-5
pde_losses: [1.7904937231061266e-9, 1.016533359041558e-9]
bcs_losses: [6.339617782215653e-6, 7.06205515590861e-8, 3.8421219259975565e-6, 1.0909076422787941e-6, 1.1795164499768005e-6, 5.102685790442901e-7]
loss: 1.3031366256568654e-5
pde_losses: [2.0532442165490637e-9, 1.4706590458805567e-9]
bcs_losses: [6.339928507202044e-6, 7.175392906584694e-8, 3.8432506905494726e-6, 1.0907640930994312e-6, 1.1722279505614532e-6, 5.099171828279772e-7]
loss: 1.3028316794695378e-5
pde_losses: [1.6392765373707823e-9, 1.152452115033368e-9]
bcs_losses: [6.3326247745290225e-6, 7.242055440137522e-8, 3.845386029188479e-6, 1.0931654054688697e-6, 1.1730690858122477e-6, 5.088592166429782e-7]
loss: 1.3023905221283125e-5
pde_losses: [1.1104206068634178e-9, 6.402501813211164e-10]
bcs_losses: [6.322301596310768e-6, 7.480315700375611e-8, 3.846963499533829e-6, 1.0986980949163916e-6, 1.1754626430640115e-6, 5.039255596661838e-7]
loss: 1.302072164831931e-5
pde_losses: [1.2829304115289176e-9, 5.834059754181089e-10]
bcs_losses: [6.319323776165961e-6, 7.746182699200882e-8, 3.848363127387756e-6, 1.1106045474446102e-6, 1.1664538408234747e-6, 4.966481931185507e-7]
loss: 1.3019581525315429e-5
pde_losses: [9.368419179420384e-10, 5.042963165049517e-10]
bcs_losses: [6.321109189896022e-6, 7.773025302430065e-8, 3.847775571026013e-6, 1.1115553267920978e-6, 1.164058735102619e-6, 4.959113112399302e-7]
loss: 1.3018001905432781e-5
pde_losses: [1.3613873055416764e-9, 8.984567937508878e-10]
bcs_losses: [6.318788470288181e-6, 7.885319035935072e-8, 3.847716542669996e-6, 1.115058862208058e-6, 1.1617540905166399e-6, 4.935709052912651e-7]
loss: 1.3015913823456506e-5
pde_losses: [9.444816540332875e-10, 6.810394405645352e-10]
bcs_losses: [6.318843316614149e-6, 8.194638867375768e-8, 3.846092643978836e-6, 1.1193479727317498e-6, 1.158516046843375e-6, 4.895419335200393e-7]
loss: 1.30144220110302e-5
pde_losses: [1.292164848147674e-9, 7.214646100272901e-10]
bcs_losses: [6.314899032013465e-6, 8.47855528301532e-8, 3.848909815291324e-6, 1.1203310070118841e-6, 1.156183875897079e-6, 4.872990985281205e-7]
loss: 1.3012715428170297e-5
pde_losses: [1.1990946558333714e-9, 7.08640476020121e-10]
bcs_losses: [6.31521706254795e-6, 8.498405623391808e-8, 3.849229513172684e-6, 1.1158851074219893e-6, 1.1560390021019913e-6, 4.894529515599113e-7]
loss: 1.3011733076688552e-5
pde_losses: [8.751271505564121e-10, 5.938890792228055e-10]
bcs_losses: [6.313594081655172e-6, 8.569457823526073e-8, 3.849834799536211e-6, 1.1172295279841756e-6, 1.1552734976056642e-6, 4.886375754422866e-7]
loss: 1.3010744578457786e-5
pde_losses: [1.1062049753764603e-9, 6.83846265314682e-10]
bcs_losses: [6.311690053296211e-6, 8.541508177292892e-8, 3.85069106664193e-6, 1.1214560831950103e-6, 1.1531778432487177e-6, 4.86524399062297e-7]
loss: 1.3010162698118975e-5
pde_losses: [1.2765293969561147e-9, 6.942786443410132e-10]
bcs_losses: [6.311687281859414e-6, 8.576045139610057e-8, 3.852139865922367e-6, 1.1219313961753142e-6, 1.1507990760034308e-6, 4.858738187210513e-7]
loss: 1.300922198292529e-5
pde_losses: [1.3590742316864926e-9, 1.0083270525176744e-9]
bcs_losses: [6.310779160206632e-6, 8.399811151239023e-8, 3.852711677238095e-6, 1.1218275268036207e-6, 1.1497025052546476e-6, 4.878356006256989e-7]
loss: 1.300749210868372e-5
pde_losses: [1.148060935362379e-9, 1.1020258602263221e-9]
bcs_losses: [6.312579706017045e-6, 8.511917440069807e-8, 3.853630015775309e-6, 1.1228619912904317e-6, 1.144965684244443e-6, 4.860854501602061e-7]
loss: 1.3004719037753422e-5
pde_losses: [2.344174012567298e-9, 1.205880830562827e-9]
bcs_losses: [6.315682693405957e-6, 8.541873168877765e-8, 3.855103821486114e-6, 1.1208639884714172e-6, 1.1375074959789449e-6, 4.865922518790829e-7]
loss: 1.3001270117926376e-5
pde_losses: [1.6658239989877842e-9, 2.1532384618157897e-9]
bcs_losses: [6.319964478406125e-6, 8.91259805426579e-8, 3.8589488843931405e-6, 1.1120844058186853e-6, 1.131535607655506e-6, 4.857916986494593e-7]
loss: 1.2998261003942417e-5
pde_losses: [1.1590742864839519e-9, 1.8833809488500693e-9]
bcs_losses: [6.320011957383545e-6, 9.24929610979016e-8, 3.861901091595742e-6, 1.1098042710552933e-6, 1.125817553236831e-6, 4.85190714337769e-7]
loss: 1.299490509969188e-5
pde_losses: [1.0628345591358847e-9, 1.4977967292137394e-9]
bcs_losses: [6.3248526180383385e-6, 9.163429410756373e-8, 3.859993699514144e-6, 1.1072850461715302e-6, 1.1229157934831178e-6, 4.856630170888374e-7]
loss: 1.2992743949669803e-5
pde_losses: [1.1505503850579863e-9, 8.132226840698121e-10]
bcs_losses: [6.326546580429809e-6, 9.199171624641285e-8, 3.860937596641348e-6, 1.1022485235599804e-6, 1.1218390978234904e-6, 4.872166618996353e-7]
loss: 1.2990408390604368e-5
pde_losses: [6.828450775002011e-10, 7.231231613291792e-10]
bcs_losses: [6.32598663284842e-6, 8.916296654753426e-8, 3.860561010566511e-6, 1.1085046179893846e-6, 1.1209133684350075e-6, 4.838738259786823e-7]
loss: 1.2988299517440641e-5
pde_losses: [8.170578397864818e-10, 8.694034860908371e-10]
bcs_losses: [6.3277201214110075e-6, 9.009618395392947e-8, 3.856543602175375e-6, 1.1049053784695485e-6, 1.1257317645214346e-6, 4.81616005583472e-7]
loss: 1.2984802497035066e-5
pde_losses: [9.311684688307385e-10, 9.719346686809572e-10]
bcs_losses: [6.329416508647274e-6, 9.269574714394984e-8, 3.8539086462750476e-6, 1.1044222672419854e-6, 1.1247682913307963e-6, 4.776879332585004e-7]
loss: 1.2980373880091733e-5
pde_losses: [2.034730526352142e-9, 2.0399215655203532e-9]
bcs_losses: [6.3306978365528715e-6, 9.72956265801866e-8, 3.850567742977491e-6, 1.0996634730813488e-6, 1.1226193557207527e-6, 4.754551930872074e-7]
loss: 1.2975919172056602e-5
pde_losses: [1.4681019950203038e-9, 2.4415560702966523e-9]
bcs_losses: [6.331171749537581e-6, 1.0293740697424293e-7, 3.847499231647058e-6, 1.0962596295479202e-6, 1.124206686788279e-6, 4.6993480949620477e-7]
loss: 1.2971013633662677e-5
pde_losses: [2.1476563883434813e-9, 2.1532074569084837e-9]
bcs_losses: [6.329515580945858e-6, 1.0928397550555679e-7, 3.842425031175826e-6, 1.0891148673323219e-6, 1.130469493573807e-6, 4.6590382128405594e-7]
loss: 1.2963093977145503e-5
pde_losses: [1.6313041728811314e-9, 2.090723902670027e-9]
bcs_losses: [6.335579498881931e-6, 1.2465436216818068e-7, 3.839993682789258e-6, 1.072769254887178e-6, 1.1252013129651656e-6, 4.611738373782384e-7]
loss: 1.2954428431663242e-5
pde_losses: [2.8931150060680403e-9, 1.2346215488273303e-9]
bcs_losses: [6.334640523891712e-6, 1.3435565459826734e-7, 3.840300610008961e-6, 1.057382282611133e-6, 1.1185918803019848e-6, 4.6502974369628956e-7]
loss: 1.2948324437535995e-5
pde_losses: [1.7652045779920972e-9, 2.0165726248645647e-9]
bcs_losses: [6.334437697030974e-6, 1.4414668567199668e-7, 3.836153832476251e-6, 1.0548725141615797e-6, 1.116312554644574e-6, 4.5861937634776285e-7]
loss: 1.294114307128763e-5
pde_losses: [1.6228610280304939e-9, 1.8642118468591657e-9]
bcs_losses: [6.335618496076264e-6, 1.460583952489715e-7, 3.830685929317946e-6, 1.0521928189877824e-6, 1.1165121652279198e-6, 4.565881935538564e-7]
loss: 1.2937811502647884e-5
pde_losses: [1.866499610744851e-9, 8.976200830320577e-10]
bcs_losses: [6.334804975936437e-6, 1.5043473531554646e-7, 3.830805576677529e-6, 1.049990536767778e-6, 1.114855740325982e-6, 4.5415581793083617e-7]
loss: 1.2935039117320581e-5
pde_losses: [1.8313714076603144e-9, 1.165771728975742e-9]
bcs_losses: [6.334337479832324e-6, 1.484357893362307e-7, 3.829630336662135e-6, 1.0552353350099514e-6, 1.1124119133366603e-6, 4.5199112000664397e-7]
loss: 1.2931085046845006e-5
pde_losses: [1.743670881913649e-9, 7.678619118571091e-10]
bcs_losses: [6.340851347737955e-6, 1.5397977249267886e-7, 3.8257318241510276e-6, 1.059490414648619e-6, 1.1034116836795017e-6, 4.451084713414528e-7]
loss: 1.2927755400889129e-5
pde_losses: [1.7617637352928636e-9, 1.1898441289971098e-9]
bcs_losses: [6.343933633949992e-6, 1.5445574387151957e-7, 3.8196927467456505e-6, 1.0659262835627244e-6, 1.0997365712197424e-6, 4.4105881367521103e-7]
loss: 1.2924354293532771e-5
pde_losses: [1.357935322222425e-9, 6.537257515340985e-10]
bcs_losses: [6.35257543535917e-6, 1.589827359183273e-7, 3.8105407918844257e-6, 1.0711719120265902e-6, 1.0959434180590572e-6, 4.331283392114455e-7]
loss: 1.292146829215064e-5
pde_losses: [1.7489966366834005e-9, 8.200717179187124e-10]
bcs_losses: [6.353307528199899e-6, 1.6230999968009236e-7, 3.8025033137476566e-6, 1.0761204644554884e-6, 1.0968621589632757e-6, 4.277957587496269e-7]
loss: 1.2916510435292828e-5
pde_losses: [1.4045991883699101e-9, 2.2668472461853733e-9]
bcs_losses: [6.3673981277772754e-6, 1.6552932866937504e-7, 3.790815271196599e-6, 1.072856440127689e-6, 1.0902411259744084e-6, 4.259986951129288e-7]
loss: 1.2911895552761003e-5
pde_losses: [1.8859377557924583e-9, 2.0960263432552614e-9]
bcs_losses: [6.379244671248501e-6, 1.7138542678353132e-7, 3.7779320772231187e-6, 1.0736216332625643e-6, 1.0847628022192432e-6, 4.209669779249997e-7]
loss: 1.2906551220603197e-5
pde_losses: [1.902532966797664e-9, 1.896921928255215e-9]
bcs_losses: [6.388169036969849e-6, 1.716310164352325e-7, 3.768794506802449e-6, 1.0672662592449499e-6, 1.0832962957421125e-6, 4.2359465051355113e-7]
loss: 1.2902001577507017e-5
pde_losses: [1.5062007088498753e-9, 6.974329654469828e-10]
bcs_losses: [6.398794827189336e-6, 1.8048483016865983e-7, 3.759728689599171e-6, 1.0593326908369026e-6, 1.0786769178264854e-6, 4.2277998821216263e-7]
loss: 1.2898083529053253e-5
pde_losses: [1.225412676279005e-9, 9.476011168868573e-10]
bcs_losses: [6.411344880388308e-6, 1.8416999554108155e-7, 3.748779724195773e-6, 1.0546470118051046e-6, 1.0743695163852748e-6, 4.22599386944546e-7]
loss: 1.2894647827964098e-5
pde_losses: [1.836181202322841e-9, 1.8258587524184221e-9]
bcs_losses: [6.417164030514432e-6, 1.8872640852742665e-7, 3.745587050144292e-6, 1.0458733629100473e-6, 1.0723774005059394e-6, 4.2125753540721893e-7]
loss: 1.2890445141481518e-5
pde_losses: [1.1068314116424156e-9, 1.633689977059962e-9]
bcs_losses: [6.432679350066541e-6, 2.00494735474133e-7, 3.7334989580125765e-6, 1.035579274558984e-6, 1.0689260843083249e-6, 4.1652621767225667e-7]
loss: 1.2882287998241975e-5
pde_losses: [1.6937031792271138e-9, 2.7149796553234337e-9]
bcs_losses: [6.448058449997002e-6, 2.079489148145219e-7, 3.7147717101429085e-6, 1.0292738061898435e-6, 1.0651190157049417e-6, 4.1270741855820837e-7]
loss: 1.2875695805771456e-5
pde_losses: [1.6112064344603434e-9, 1.1304524478774904e-9]
bcs_losses: [6.4633971216579556e-6, 2.1777700487049586e-7, 3.6982907645613446e-6, 1.0167668455057793e-6, 1.0653528522830308e-6, 4.113695580105109e-7]
loss: 1.2870803278699954e-5
pde_losses: [1.7382082328822378e-9, 2.446663155908064e-9]
bcs_losses: [6.4598733579432555e-6, 2.215710396946873e-7, 3.69243255170453e-6, 1.0107716760122416e-6, 1.0718216504574525e-6, 4.1014813149899817e-7]
loss: 1.2866009390970865e-5
pde_losses: [1.6148032383172783e-9, 1.1311087360596472e-9]
bcs_losses: [6.464050123895884e-6, 2.2939407542545613e-7, 3.682812145199045e-6, 1.0072999911170288e-6, 1.0725303599980585e-6, 4.071767833610149e-7]
loss: 1.2860115465943775e-5
pde_losses: [2.3511222405777014e-9, 9.783002738173378e-10]
bcs_losses: [6.469851013025e-6, 2.3529004795009915e-7, 3.6645773155338065e-6, 1.0035876394354736e-6, 1.0770999107067615e-6, 4.0638011677824e-7]
loss: 1.2853667168253324e-5
pde_losses: [1.942601366596077e-9, 2.8837440919670355e-9]
bcs_losses: [6.4629584918971156e-6, 2.4320371052434253e-7, 3.651808755492254e-6, 1.0081595313168987e-6, 1.0812892561210943e-6, 4.0142107744305423e-7]
loss: 1.2845861075897649e-5
pde_losses: [2.877870815645264e-9, 1.5868150602357266e-9]
bcs_losses: [6.4611619857156375e-6, 2.5396199348293505e-7, 3.6347109760060217e-6, 9.996535498945452e-7, 1.0876360216089291e-6, 4.0427186331370065e-7]
loss: 1.2835629087795802e-5
pde_losses: [1.6959575290012094e-9, 1.5448812529952532e-9]
bcs_losses: [6.4696740453479915e-6, 2.679403462775034e-7, 3.6085327776069093e-6, 9.9439610582503e-7, 1.0914227758797957e-6, 4.0042219807657666e-7]
loss: 1.2830333026226471e-5
pde_losses: [2.2841184765800234e-9, 4.780703035933102e-9]
bcs_losses: [6.46404882053252e-6, 2.6351575904567793e-7, 3.603955339359655e-6, 1.0018766828191207e-6, 1.090461586685943e-6, 3.994100162710398e-7]
loss: 1.2821786332619242e-5
pde_losses: [2.4355455737220975e-9, 1.8504362734665491e-9]
bcs_losses: [6.4651439436788164e-6, 2.717064713212812e-7, 3.5869776933689875e-6, 1.0090863148941355e-6, 1.0884831129973974e-6, 3.961028145114359e-7]
loss: 1.2812365743974615e-5
pde_losses: [3.0763130716829274e-9, 1.0050669503554767e-9]
bcs_losses: [6.4654922571272815e-6, 2.8685239532255534e-7, 3.564570263742704e-6, 1.0187903167553246e-6, 1.0846275568877708e-6, 3.879515741169384e-7]
loss: 1.2802858564899982e-5
pde_losses: [2.2654840523381256e-9, 3.4221873642918907e-9]
bcs_losses: [6.458469441123618e-6, 2.89792415858583e-7, 3.560326208926316e-6, 1.0281553912104022e-6, 1.0784901429860456e-6, 3.8193729337838764e-7]
loss: 1.2793670682340464e-5
pde_losses: [3.730744781839309e-9, 4.250876293078016e-9]
bcs_losses: [6.455251141515588e-6, 2.9749676243657853e-7, 3.5442469569045786e-6, 1.0371547949439665e-6, 1.0751515614647297e-6, 3.76387844000106e-7]
loss: 1.278633136463461e-5
pde_losses: [2.6283827788577053e-9, 3.87020065472404e-9]
bcs_losses: [6.458241828968322e-6, 3.0963383946982075e-7, 3.5308077929624484e-6, 1.0350051592042538e-6, 1.0746292480728491e-6, 3.715149125233339e-7]
loss: 1.2778321242132948e-5
pde_losses: [1.6397667893324125e-9, 4.294197050680792e-9]
bcs_losses: [6.453955791039624e-6, 3.1483591821891026e-7, 3.533254036212328e-6, 1.0292701596459483e-6, 1.0732637434917418e-6, 3.6780762968438185e-7]
loss: 1.2770604285217564e-5
pde_losses: [1.6922821854882804e-9, 2.9390382362882646e-9]
bcs_losses: [6.447936615699865e-6, 3.233722409919558e-7, 3.5247166063492908e-6, 1.0266512386830713e-6, 1.0753585828779717e-6, 3.6793768019363533e-7]
loss: 1.2760707824284048e-5
pde_losses: [2.111601346672485e-9, 4.6925165427769455e-9]
bcs_losses: [6.432277248694188e-6, 3.2281095101652675e-7, 3.5112548570199563e-6, 1.0186917125170947e-6, 1.0940925067148466e-6, 3.74776430431985e-7]
loss: 1.2752510913025588e-5
pde_losses: [2.6256771078378116e-9, 1.933185681605708e-9]
bcs_losses: [6.42889206308408e-6, 3.2882276149028815e-7, 3.5064609941717833e-6, 1.0024467770693962e-6, 1.100015839184228e-6, 3.81313615236368e-7]
loss: 1.2744598431448698e-5
pde_losses: [2.1364455880081747e-9, 2.410220988167161e-9]
bcs_losses: [6.415450563432232e-6, 3.281736353371845e-7, 3.5004812123236227e-6, 9.886078688528848e-7, 1.115292923889556e-6, 3.920455610370424e-7]
loss: 1.2734485002985205e-5
pde_losses: [4.858419010839423e-9, 3.1490163014077642e-9]
bcs_losses: [6.400036221263563e-6, 3.3349277574538106e-7, 3.4941289060101713e-6, 9.733946165846315e-7, 1.117114331492128e-6, 4.083107165770823e-7]
loss: 1.2725188109695343e-5
pde_losses: [2.74481526058025e-9, 4.530465983054121e-9]
bcs_losses: [6.386665742579787e-6, 3.3216018385818107e-7, 3.491118391455108e-6, 9.698884100826259e-7, 1.116875487283908e-6, 4.212046131920967e-7]
loss: 1.2712047979301013e-5
pde_losses: [2.1942843106226664e-9, 4.791542877513648e-9]
bcs_losses: [6.367334305353633e-6, 3.212000987836834e-7, 3.4976560403546592e-6, 9.691056566689288e-7, 1.1061878250359077e-6, 4.43578225916064e-7]
loss: 1.2703960781798167e-5
pde_losses: [2.5801658641904812e-9, 2.3565210111485488e-9]
bcs_losses: [6.3489948048348195e-6, 3.1809785197592723e-7, 3.5003154148838966e-6, 9.764713718618468e-7, 1.098527479138205e-6, 4.566171722281332e-7]
loss: 1.2696542408367712e-5
pde_losses: [1.684530376366632e-9, 9.850323836482996e-10]
bcs_losses: [6.3377653673917756e-6, 3.014639935598693e-7, 3.516886491444306e-6, 9.891646746266443e-7, 1.0849922138513668e-6, 4.636001047337376e-7]
loss: 1.2691020828145587e-5
pde_losses: [2.055978873901156e-9, 1.0896577491716982e-9]
bcs_losses: [6.309030459884904e-6, 2.915431155867453e-7, 3.5180237164604103e-6, 1.0024306093511188e-6, 1.0990593918927176e-6, 4.677878983466175e-7]
loss: 1.2685143985455293e-5
pde_losses: [2.2485266893479482e-9, 1.2337657041631684e-9]
bcs_losses: [6.281863206347511e-6, 2.800364186680073e-7, 3.526981740691711e-6, 1.018767370158963e-6, 1.1050211878589133e-6, 4.6899176933667514e-7]
loss: 1.2680360788197814e-5
pde_losses: [2.321218885437256e-9, 1.1444132157847495e-9]
bcs_losses: [6.258713525925187e-6, 2.818444940798852e-7, 3.5314414141228387e-6, 1.0201823991342293e-6, 1.119243346520983e-6, 4.6546997631346865e-7]
loss: 1.2676412755552546e-5
pde_losses: [1.1027736897805858e-9, 1.0639890693805593e-9]
bcs_losses: [6.243086402300966e-6, 2.8398577219724783e-7, 3.5359462783181022e-6, 1.0259346555941233e-6, 1.1231771142038492e-6, 4.62115770179094e-7]
loss: 1.267348611799403e-5
pde_losses: [1.766561466734462e-9, 1.6638182190671258e-9]
bcs_losses: [6.2396988717232674e-6, 2.873524567730122e-7, 3.538683560327186e-6, 1.0188733988915955e-6, 1.1244561879072373e-6, 4.6099126268592953e-7]
loss: 1.2668309427845915e-5
pde_losses: [1.481127762010505e-9, 1.8743517389831698e-9]
bcs_losses: [6.220843612577211e-6, 2.88652379976809e-7, 3.5459039521879043e-6, 1.0266569892231078e-6, 1.1245234346098816e-6, 4.5837357977000865e-7]
loss: 1.2660014877258697e-5
pde_losses: [4.206219171796713e-9, 3.031394102233446e-9]
bcs_losses: [6.206844547940882e-6, 2.89527648518547e-7, 3.5566191152265923e-6, 1.0213856033917424e-6, 1.1179348668887527e-6, 4.6046548201815034e-7]
loss: 1.264858094735785e-5
pde_losses: [4.805851183788287e-9, 5.138527151417403e-9]
bcs_losses: [6.2170236310202405e-6, 2.9475569147480137e-7, 3.5492418531716706e-6, 1.0222232803353983e-6, 1.1170459910838016e-6, 4.383461219367311e-7]
loss: 1.2633796449499231e-5
pde_losses: [3.0700363251504083e-9, 3.253963537576186e-9]
bcs_losses: [6.194413587757455e-6, 2.904211475984475e-7, 3.55392284711719e-6, 1.0119091554536555e-6, 1.1220560348595286e-6, 4.5474967685022685e-7]
loss: 1.260007025996167e-5
pde_losses: [1.0738800475772135e-8, 9.136423108879887e-9]
bcs_losses: [6.174586307898688e-6, 2.7490713729770276e-7, 3.5578657442701087e-6, 1.0246145244179426e-6, 1.1073885626995058e-6, 4.4083275979307093e-7]
loss: 1.2559926000717875e-5
pde_losses: [1.0535098284081733e-8, 8.222909656376445e-9]
bcs_losses: [6.157504485535585e-6, 2.9140136447068017e-7, 3.5178858305361633e-6, 1.0028113956308001e-6, 1.1393021542618363e-6, 4.322627623423519e-7]
loss: 1.2506692212084156e-5
pde_losses: [7.848747572187596e-9, 5.2267937460229916e-9]
bcs_losses: [6.125945815620844e-6, 2.9230083713088947e-7, 3.497855484597624e-6, 1.0207131948010886e-6, 1.1561670097892565e-6, 4.0063432882624214e-7]
loss: 1.247554675610891e-5
pde_losses: [6.5082884357954796e-9, 6.079258648479991e-9]
bcs_losses: [6.1299366404144036e-6, 2.869349547926208e-7, 3.476145624090047e-6, 1.0310678004170568e-6, 1.1551686857531986e-6, 3.83705503557307e-7]
loss: 1.2454477865634612e-5
pde_losses: [5.369977873339582e-9, 6.054916143253924e-9]
bcs_losses: [6.171255105289661e-6, 2.7599220355782696e-7, 3.4647555102014003e-6, 1.0337903666067773e-6, 1.1332120216500382e-6, 3.640477643123142e-7]
loss: 1.2438667135946026e-5
pde_losses: [4.386736230679523e-9, 4.90704321351421e-9]
bcs_losses: [6.160605509598967e-6, 2.639541816340241e-7, 3.461621225462513e-6, 1.0435739818164165e-6, 1.1407682548641015e-6, 3.5885020312581214e-7]
loss: 1.2414142925936743e-5
pde_losses: [1.1252301769242509e-8, 4.004752453351863e-9]
bcs_losses: [6.125666642993368e-6, 2.465480157255756e-7, 3.4486755940607076e-6, 1.0506307919365685e-6, 1.1700940900593368e-6, 3.5727073693859244e-7]
loss: 1.2394936268886542e-5
pde_losses: [1.2158551219023902e-8, 6.3970341926601546e-9]
bcs_losses: [6.133168344830318e-6, 2.3779246009650862e-7, 3.4254591010987783e-6, 1.0523198933027848e-6, 1.184651199174338e-6, 3.4298968497213187e-7]
loss: 1.2363897266459876e-5
pde_losses: [8.87970923991468e-9, 9.30516275083641e-9]
bcs_losses: [6.115726267502445e-6, 2.1200727186298385e-7, 3.421101818680433e-6, 1.0671892995958368e-6, 1.1913893105935237e-6, 3.3829842623390266e-7]
loss: 1.2331906511958737e-5
pde_losses: [1.6843129971820374e-8, 7.434271268099199e-9]
bcs_losses: [6.096638188893963e-6, 2.0531180651507255e-7, 3.403382065219324e-6, 1.0503832893034385e-6, 1.2058360886412217e-6, 3.460776721457969e-7]
loss: 1.2295995588144706e-5
pde_losses: [1.276516682169009e-8, 1.0295387705861054e-8]
bcs_losses: [6.0503294069731905e-6, 1.9477538917714059e-7, 3.388549667158742e-6, 1.0705830388615488e-6, 1.2312670405855442e-6, 3.3743049086098835e-7]
loss: 1.226171208988492e-5
pde_losses: [1.1830734731838789e-8, 7.801263290674696e-9]
bcs_losses: [6.0182948310415716e-6, 2.0585096641897658e-7, 3.3818953136486905e-6, 1.0829587316359068e-6, 1.2273593783841143e-6, 3.25720870733146e-7]
loss: 1.2217753208418559e-5
pde_losses: [2.5585681019803007e-8, 9.653845329863452e-9]
bcs_losses: [5.984910869981859e-6, 1.861547320818322e-7, 3.3716506045792653e-6, 1.1095942735018933e-6, 1.2153714589016463e-6, 3.148317430223951e-7]
loss: 1.2171564313060659e-5
pde_losses: [1.1685960336678848e-8, 1.2911550562658371e-8]
bcs_losses: [5.978059562685247e-6, 1.8004489070631305e-7, 3.363814859695688e-6, 1.1157464967787607e-6, 1.1947107835536781e-6, 3.1459020874163465e-7]
loss: 1.2126194670010237e-5
pde_losses: [2.1457337764988224e-8, 7.260636547401165e-9]
bcs_losses: [5.965188026308881e-6, 1.6923453254029335e-7, 3.357747317353133e-6, 1.1217766582027528e-6, 1.1715040670957932e-6, 3.1202609419699253e-7]
loss: 1.2070479246685662e-5
pde_losses: [2.441742546513421e-8, 5.901715379503642e-9]
bcs_losses: [5.933401141145446e-6, 1.404856684862692e-7, 3.342058560679641e-6, 1.1358759146344976e-6, 1.1715638036989356e-6, 3.1677501719623497e-7]
loss: 1.2046950603185906e-5
pde_losses: [2.2099336072677256e-8, 7.895834504826922e-9]
bcs_losses: [5.933084365854628e-6, 1.3242071237172293e-7, 3.326429367664171e-6, 1.1401324514486134e-6, 1.1704387696838916e-6, 3.144497655853751e-7]
loss: 1.1993872459654345e-5
pde_losses: [1.7962876437290063e-8, 1.5973155228914882e-8]
bcs_losses: [5.966446801026888e-6, 1.2515604124044282e-7, 3.3059003606665205e-6, 1.1222224977106185e-6, 1.131243264891258e-6, 3.089674624524125e-7]
loss: 1.1949762518676156e-5
pde_losses: [1.5979716356636893e-8, 1.337527306163137e-8]
bcs_losses: [5.952768398852947e-6, 1.0608780898306671e-7, 3.2777031617718883e-6, 1.124862143692137e-6, 1.13607352521048e-6, 3.229124907473683e-7]
loss: 1.1895084066632269e-5
pde_losses: [4.210148284044505e-9, 7.559684196981341e-9]
bcs_losses: [5.970030370482666e-6, 1.0007994709791619e-7, 3.255273136818305e-6, 1.098216330677357e-6, 1.129567709260522e-6, 3.3014673981447613e-7]
loss: 1.1866969492419546e-5
pde_losses: [5.583059654860439e-9, 4.845110811777552e-9]
bcs_losses: [5.974003597659538e-6, 9.263972175197984e-8, 3.2491613932949464e-6, 1.1017369047777406e-6, 1.1090011111592301e-6, 3.2999859330947185e-7]
loss: 1.1831717461374261e-5
pde_losses: [1.0728415859819201e-8, 4.898460063696652e-9]
bcs_losses: [5.98595190339403e-6, 8.871130910591401e-8, 3.2392231976081244e-6, 1.0936392626299387e-6, 1.0804195583435888e-6, 3.281453543691476e-7]
loss: 1.1816349230211139e-5
pde_losses: [9.853319260039685e-9, 4.206659160962693e-9]
bcs_losses: [5.993502614809034e-6, 8.625714535947472e-8, 3.2386361872220784e-6, 1.0946175894004897e-6, 1.0611940633087863e-6, 3.2808165169027004e-7]
loss: 1.1794252971709628e-5
pde_losses: [9.689791603348668e-9, 4.389696520578821e-9]
bcs_losses: [6.006398636854828e-6, 8.556515272281179e-8, 3.2319590118487704e-6, 1.0877122214052737e-6, 1.0426334732786984e-6, 3.259049874753164e-7]
loss: 1.1777481095163174e-5
pde_losses: [2.365738649623574e-9, 6.620324836798389e-9]
bcs_losses: [6.015412881024905e-6, 8.784924839874171e-8, 3.2311416178031528e-6, 1.0824260188655094e-6, 1.0306180447518073e-6, 3.2104722083263493e-7]
loss: 1.17630069337221e-5
pde_losses: [5.107659161243535e-9, 3.715151261411711e-9]
bcs_losses: [6.028512491671735e-6, 8.499190672589601e-8, 3.2237819235481723e-6, 1.083954392636863e-6, 1.0169489058413885e-6, 3.1599450287538667e-7]
loss: 1.1747559262853557e-5
pde_losses: [2.7525954066915665e-9, 1.2179564206014411e-9]
bcs_losses: [6.037369924603813e-6, 8.641332263459267e-8, 3.2180349996277212e-6, 1.0855499064582874e-6, 1.006047868557167e-6, 3.1017268914468444e-7]
loss: 1.1742405499116585e-5
pde_losses: [1.1508753755593323e-9, 2.5975531179348946e-9]
bcs_losses: [6.03369349181033e-6, 8.529774852363668e-8, 3.216806494015438e-6, 1.0894742463192798e-6, 1.007232250921211e-6, 3.06152839033196e-7]
loss: 1.1735592245789849e-5
pde_losses: [1.3254153530483296e-9, 3.138726422742312e-9]
bcs_losses: [6.037270313676126e-6, 8.507211975373909e-8, 3.208625008043165e-6, 1.0929505259038265e-6, 1.00491155140675e-6, 3.0229858523045003e-7]
loss: 1.1729554302850599e-5
pde_losses: [2.375271676280284e-9, 1.6585412022879947e-9]
bcs_losses: [6.02882134523422e-6, 8.897322741928159e-8, 3.199549323794687e-6, 1.093081805752703e-6, 1.0169338224839561e-6, 2.9816096528718146e-7]
loss: 1.1721701031237926e-5
pde_losses: [1.764295811187738e-9, 1.825547914303621e-9]
bcs_losses: [6.033120891437959e-6, 8.74931531667591e-8, 3.18815021185136e-6, 1.0985896415348166e-6, 1.0151479384668808e-6, 2.956093510546568e-7]
loss: 1.1712072500808724e-5
pde_losses: [3.7216510387560568e-9, 2.1342846968652858e-9]
bcs_losses: [6.0213473599641495e-6, 8.558331159208578e-8, 3.1720571660416134e-6, 1.1039219835527783e-6, 1.0299633288355352e-6, 2.933434150869403e-7]
loss: 1.1705080908118295e-5
pde_losses: [2.4222339101998006e-9, 2.3658601503631492e-9]
bcs_losses: [6.006669547580866e-6, 8.348485473636839e-8, 3.1590262960865204e-6, 1.1117718174134809e-6, 1.0458507197918823e-6, 2.9348957844861154e-7]
loss: 1.1696030272045586e-5
pde_losses: [3.033030246387127e-9, 2.027056227078567e-9]
bcs_losses: [5.995599158012571e-6, 8.771559251653494e-8, 3.1492904831078417e-6, 1.1136798688924638e-6, 1.0533223499552658e-6, 2.913627330874428e-7]
loss: 1.1689111070278493e-5
pde_losses: [1.5949996756855295e-9, 2.9163356460649994e-9]
bcs_losses: [5.975663645579754e-6, 8.884731414056303e-8, 3.142258042640985e-6, 1.1152284499820505e-6, 1.0686487956669261e-6, 2.939534869464641e-7]
loss: 1.1684341515190163e-5
pde_losses: [9.772623841879599e-10, 2.373570677612289e-9]
bcs_losses: [5.972301861982276e-6, 8.862882795798291e-8, 3.136029126143491e-6, 1.1191152925063482e-6, 1.0709440346069663e-6, 2.939715389312979e-7]
loss: 1.1680589469366717e-5
pde_losses: [5.924050619918524e-10, 1.8077264175020691e-9]
bcs_losses: [5.97071189638834e-6, 8.600661959997396e-8, 3.1381212546529386e-6, 1.1199237307623963e-6, 1.0664369099638678e-6, 2.969889265197057e-7]
loss: 1.1677951238648333e-5
pde_losses: [6.747406613694613e-10, 1.5575263991892583e-9]
bcs_losses: [5.972349158687873e-6, 9.044028624226868e-8, 3.140474139271469e-6, 1.1167115663380418e-6, 1.061676048634902e-6, 2.9406777241321825e-7]
loss: 1.1676276475618264e-5
pde_losses: [8.912506310979758e-10, 8.80212853458222e-10]
bcs_losses: [5.971974910561181e-6, 9.333586329257936e-8, 3.1378857730953916e-6, 1.1158326863142164e-6, 1.061239846827232e-6, 2.9423593204310655e-7]
loss: 1.1674905957151807e-5
pde_losses: [7.407591523317182e-10, 8.916386473446732e-10]
bcs_losses: [5.971379782159642e-6, 9.675120391610667e-8, 3.137746540787871e-6, 1.1134472156319243e-6, 1.0617861150511977e-6, 2.921627018053887e-7]
loss: 1.167334499589946e-5
pde_losses: [8.362610603139817e-10, 9.736554960769826e-10]
bcs_losses: [5.976387391261873e-6, 1.0020011985627277e-7, 3.138659270210867e-6, 1.1086464543872836e-6, 1.056767822425584e-6, 2.9087402120118894e-7]
loss: 1.1670698967757893e-5
pde_losses: [8.443440534687374e-10, 1.6833869902207199e-9]
bcs_losses: [5.97675338429862e-6, 1.0307915249186891e-7, 3.137676002208221e-6, 1.105548384067351e-6, 1.0574367265922463e-6, 2.876775870558933e-7]
loss: 1.1668199518874887e-5
pde_losses: [1.2614053065217929e-9, 1.5306801434751904e-9]
bcs_losses: [5.9714519414443115e-6, 1.0205533905798717e-7, 3.137134188096568e-6, 1.1037729263081707e-6, 1.0632092782198316e-6, 2.877837602980211e-7]
loss: 1.1665589387650914e-5
pde_losses: [8.359794416671169e-10, 1.3691412236881822e-9]
bcs_losses: [5.969100616185221e-6, 1.0440960158072238e-7, 3.138858585186258e-6, 1.09791524853086e-6, 1.0688362771062986e-6, 2.8426393839619656e-7]
loss: 1.1663989973141303e-5
pde_losses: [7.166946930172219e-10, 1.384196194527747e-9]
bcs_losses: [5.969112571007965e-6, 1.0570093077105252e-7, 3.1419233814591668e-6, 1.0945283673234011e-6, 1.0680805297407333e-6, 2.825433019514396e-7]
loss: 1.1661936725916409e-5
pde_losses: [7.602460701303623e-10, 1.5324498531963334e-9]
bcs_losses: [5.968107652764456e-6, 1.0673187475300774e-7, 3.142854140510073e-6, 1.0946038787360045e-6, 1.0680829617956093e-6, 2.7926352143393317e-7]
loss: 1.165820207598405e-5
pde_losses: [5.984721353111203e-10, 1.7794106625665396e-9]
bcs_losses: [5.961878125866406e-6, 1.0679575602148789e-7, 3.1425281523573446e-6, 1.0972007000962965e-6, 1.0723206502058407e-6, 2.751008086387953e-7]
loss: 1.1654020395002006e-5
pde_losses: [5.942972720035846e-10, 2.410606326322251e-9]
bcs_losses: [5.949507660804353e-6, 1.1466043834745852e-7, 3.1393873503981542e-6, 1.0928499531175883e-6, 1.0794793382823e-6, 2.751307504538242e-7]
loss: 1.1650625973976557e-5
pde_losses: [1.261336571817885e-9, 1.5866176072820687e-9]
bcs_losses: [5.946075383970272e-6, 1.1932139824951214e-7, 3.138284029002169e-6, 1.0921139725129993e-6, 1.077459745765505e-6, 2.745234902969999e-7]
loss: 1.1647086799825528e-5
pde_losses: [5.959740920164393e-10, 1.4336495033860789e-9]
bcs_losses: [5.946820048011868e-6, 1.1667866426451736e-7, 3.140266626233602e-6, 1.0894156344732054e-6, 1.070293984221503e-6, 2.815822190254306e-7]
loss: 1.1644725905544158e-5
pde_losses: [5.324323871926096e-10, 1.6433674895019093e-9]
bcs_losses: [5.946522201536924e-6, 1.1814991362077647e-7, 3.140367188859847e-6, 1.0825822799417156e-6, 1.0693627844929905e-6, 2.855657372152091e-7]
loss: 1.1641621843032827e-5
pde_losses: [4.1705218688667333e-10, 1.648780668296663e-9]
bcs_losses: [5.941264704021807e-6, 1.1411828107128878e-7, 3.140587202949741e-6, 1.0775369992404054e-6, 1.0697674168536786e-6, 2.962814060407229e-7]
loss: 1.16370903920554e-5
pde_losses: [5.828501789333541e-10, 1.2271059966942489e-9]
bcs_losses: [5.924690056923818e-6, 1.1642224953732909e-7, 3.1374592019071055e-6, 1.0743222218367064e-6, 1.0752975460751957e-6, 3.070891595996179e-7]
loss: 1.1634506099435874e-5
pde_losses: [5.466804450614098e-10, 1.3918970885281713e-9]
bcs_losses: [5.912297625305081e-6, 1.2289070533916864e-7, 3.1377623043795994e-6, 1.0697542812923712e-6, 1.0832072855395336e-6, 3.0665532004653084e-7]
loss: 1.1632891071667433e-5
pde_losses: [7.942251703331221e-10, 1.3858519590454424e-9]
bcs_losses: [5.9041949586643015e-6, 1.2792573941961362e-7, 3.135679266623539e-6, 1.0678713729910826e-6, 1.0872615581034236e-6, 3.0777809873609366e-7]
loss: 1.1631170661445763e-5
pde_losses: [3.766483267589955e-10, 1.185192402022723e-9]
bcs_losses: [5.895345494187763e-6, 1.3679057477319384e-7, 3.1366154224035904e-6, 1.062741092318951e-6, 1.0908600471656435e-6, 3.072561898678415e-7]
loss: 1.1629751173106515e-5
pde_losses: [4.688934020850644e-10, 1.2276191285205217e-9]
bcs_losses: [5.893084197970679e-6, 1.3895423188632017e-7, 3.1356960724216137e-6, 1.062168701536761e-6, 1.089547876988686e-6, 3.0860357977184677e-7]
loss: 1.1629231786827941e-5
pde_losses: [3.585641378979741e-10, 1.2844346434728407e-9]
bcs_losses: [5.891709321027874e-6, 1.38156506876736e-7, 3.1375724672543017e-6, 1.0609902119075855e-6, 1.0885014891904169e-6, 3.10658791789656e-7]
loss: 1.1628787396316136e-5
pde_losses: [2.3569345219055986e-10, 1.4325431075917744e-9]
bcs_losses: [5.891771523261697e-6, 1.3781791033023653e-7, 3.1368118316567517e-6, 1.062716739464884e-6, 1.0866296799180847e-6, 3.1137147512469825e-7]
loss: 1.162810625688291e-5
pde_losses: [7.645937609433287e-10, 1.3282509456097122e-9]
bcs_losses: [5.89833258404114e-6, 1.367716511303387e-7, 3.138918414506552e-6, 1.0650693787516548e-6, 1.0747945829370136e-6, 3.121268008096566e-7]
loss: 1.1626548796217914e-5
pde_losses: [5.481109860663502e-10, 1.3359768621517884e-9]
bcs_losses: [5.898308817086568e-6, 1.3708122531661655e-7, 3.1390543334612268e-6, 1.0701037417014395e-6, 1.066224565970094e-6, 3.1389202483375057e-7]
loss: 1.1624762283466119e-5
pde_losses: [2.257219161292272e-10, 1.6881648831382719e-9]
bcs_losses: [5.9047209299664294e-6, 1.3489084775943107e-7, 3.1425346637460336e-6, 1.0763336248221846e-6, 1.051951457702314e-6, 3.1241687267045847e-7]
loss: 1.1623132492701301e-5
pde_losses: [3.07548148616526e-10, 1.956700680192236e-9]
bcs_losses: [5.9049518932276936e-6, 1.3257591050331124e-7, 3.1431730650356112e-6, 1.0784855280624091e-6, 1.0430299830839548e-6, 3.1865186395951283e-7]
loss: 1.162203526511328e-5
pde_losses: [2.8462592163957806e-10, 1.884032437346493e-9]
bcs_losses: [5.905600150297578e-6, 1.329501913197909e-7, 3.144739376659911e-6, 1.07832693043761e-6, 1.0387626551276784e-6, 3.194873029117243e-7]
loss: 1.1621441278419891e-5
pde_losses: [1.646294240050622e-10, 1.8370942296991634e-9]
bcs_losses: [5.90282611706948e-6, 1.3342615060370085e-7, 3.146415436890751e-6, 1.0772682683444416e-6, 1.0364158360254652e-6, 3.230877458323467e-7]
loss: 1.1621184639664644e-5
pde_losses: [3.4034326210012584e-10, 1.985778288234973e-9]
bcs_losses: [5.902982951408951e-6, 1.318696560743025e-7, 3.148405202949797e-6, 1.0771095470243914e-6, 1.0351037056954984e-6, 3.2338745496136955e-7]
loss: 1.1620697729033405e-5
pde_losses: [2.1789995466154801e-10, 1.937225557955976e-9]
bcs_losses: [5.901887167811821e-6, 1.3142766639958142e-7, 3.150072329465622e-6, 1.075309880364232e-6, 1.0340991969722615e-6, 3.2574636250727035e-7]
loss: 1.1620108450219244e-5
pde_losses: [3.540562975124818e-10, 2.139470543926213e-9]
bcs_losses: [5.9011153824567365e-6, 1.3061969084015258e-7, 3.149488577740688e-6, 1.0761993595176306e-6, 1.033818375596238e-6, 3.263735372263593e-7]
loss: 1.1618729363458984e-5
pde_losses: [3.4028361922188493e-10, 1.7568196694338976e-9]
bcs_losses: [5.892324767755815e-6, 1.2684134163906927e-7, 3.1492607822796982e-6, 1.0816241082600587e-6, 1.0365749764512007e-6, 3.300062837844832e-7]
loss: 1.1616345838870318e-5
pde_losses: [6.616210720160042e-10, 1.6796320327825494e-9]
bcs_losses: [5.884890361325613e-6, 1.1482472290666971e-7, 3.145360820900394e-6, 1.0914895836999644e-6, 1.0408961741784827e-6, 3.365429227543947e-7]
loss: 1.1613852786013256e-5
pde_losses: [5.28893086331488e-10, 1.8994882254303302e-9]
bcs_losses: [5.870837470747599e-6, 1.1193927401597168e-7, 3.143530395761081e-6, 1.0927606123593984e-6, 1.046502988433209e-6, 3.4585366338423515e-7]
loss: 1.1612424762113688e-5
pde_losses: [2.1058189228605603e-10, 2.6101554901938357e-9]
bcs_losses: [5.863013323842868e-6, 1.1324797925277562e-7, 3.1372253822696785e-6, 1.0951074420018067e-6, 1.05691481291286e-6, 3.4409508445121823e-7]
loss: 1.1611658871517335e-5
pde_losses: [1.3572792820734753e-10, 2.3114172157979e-9]
bcs_losses: [5.857791996389539e-6, 1.124583583297933e-7, 3.136079119739092e-6, 1.0986253266427956e-6, 1.0566079436539527e-6, 3.476489816181551e-7]
loss: 1.1611190756079755e-5
pde_losses: [2.5351587384798866e-10, 2.1534386161625842e-9]
bcs_losses: [5.856482015861473e-6, 1.1411172583833316e-7, 3.1356473717179046e-6, 1.0978729400687727e-6, 1.0592398664372949e-6, 3.454298816659665e-7]
loss: 1.1610619320098796e-5
pde_losses: [2.1390701037332823e-10, 1.884607144054522e-9]
bcs_losses: [5.854884912220462e-6, 1.1273265158115758e-7, 3.1329731576078663e-6, 1.1027756931614094e-6, 1.0601529337591013e-6, 3.4500145761437197e-7]
loss: 1.1609840925376703e-5
pde_losses: [4.955442479930159e-10, 2.3779746550585453e-9]
bcs_losses: [5.853332916982581e-6, 1.1222906374268186e-7, 3.1330407607160223e-6, 1.1026232139673742e-6, 1.0594794870242804e-6, 3.4626196404071185e-7]
loss: 1.1607969243311928e-5
pde_losses: [4.2191930872473353e-10, 2.898161337764969e-9]
bcs_losses: [5.851295811001486e-6, 1.1012109254165425e-7, 3.1342019314560145e-6, 1.099695406900504e-6, 1.0601119740231581e-6, 3.4922294674262247e-7]
loss: 1.1603192671702505e-5
pde_losses: [8.106681321165741e-10, 4.413960046460623e-9]
bcs_losses: [5.843299348767505e-6, 1.1542511326116305e-7, 3.1376536346207928e-6, 1.096063833744872e-6, 1.0623999140894493e-6, 3.4312619904014434e-7]
loss: 1.1593045813748087e-5
pde_losses: [1.3845571079794283e-9, 3.495704519390097e-9]
bcs_losses: [5.838998324454777e-6, 1.1030911554064001e-7, 3.1392723689601706e-6, 1.0953689352185737e-6, 1.060672092494466e-6, 3.4354471545209105e-7]
loss: 1.1580850322428915e-5
pde_losses: [1.691970022402919e-9, 3.300019766623029e-9]
bcs_losses: [5.838309628603291e-6, 1.1268056108008416e-7, 3.1383698093657695e-6, 1.0926503044178632e-6, 1.0446249619519892e-6, 3.4922306722089095e-7]
loss: 1.1570532210357181e-5
pde_losses: [2.29750751318135e-9, 1.958027793880954e-9]
bcs_losses: [5.852238791896671e-6, 1.0981566706757122e-7, 3.133440719906006e-6, 1.0913393806304375e-6, 1.0258776983415423e-6, 3.535644172078913e-7]
loss: 1.1567763193043921e-5
pde_losses: [1.134452375090762e-9, 1.9209199915978137e-9]
bcs_losses: [5.855798947383929e-6, 1.073627467939891e-7, 3.1359844265070985e-6, 1.0908455291965757e-6, 1.020933393810173e-6, 3.5378277698546586e-7]
loss: 1.1563851279119147e-5
pde_losses: [9.231588847671155e-10, 2.0657210792197723e-9]
bcs_losses: [5.865002085101779e-6, 9.960185313077122e-8, 3.127902500965384e-6, 1.1000527676489714e-6, 1.017831869154133e-6, 3.504713231541222e-7]
loss: 1.1562286926180508e-5
pde_losses: [4.906878844173424e-10, 1.9133993590691754e-9]
bcs_losses: [5.8668970498291515e-6, 9.701195458540874e-8, 3.124252745626659e-6, 1.1028160156992738e-6, 1.0141213173447673e-6, 3.547837558517594e-7]
loss: 1.1560930993363332e-5
pde_losses: [6.301322339475851e-10, 1.5616210910639248e-9]
bcs_losses: [5.871884303433887e-6, 9.718080278894411e-8, 3.1216109074849295e-6, 1.1008632638605871e-6, 1.0160189005386177e-6, 3.511810619313549e-7]
loss: 1.1560038007248573e-5
pde_losses: [4.519231824336872e-10, 1.5348941084758481e-9]
bcs_losses: [5.874913497992377e-6, 9.76256277038645e-8, 3.1193054871719964e-6, 1.1047881042047825e-6, 1.0107885216165306e-6, 3.506299512681125e-7]
loss: 1.1559491655431474e-5
pde_losses: [3.631468336076281e-10, 1.6109243526648765e-9]
bcs_losses: [5.8799669593052196e-6, 9.860215100571497e-8, 3.1172213894016986e-6, 1.105829067906973e-6, 1.0079804109063835e-6, 3.479176057192123e-7]
loss: 1.1558948149302388e-5
pde_losses: [3.8038473295437406e-10, 1.623419992469178e-9]
bcs_losses: [5.878744389290995e-6, 9.694852230939054e-8, 3.1138258827586622e-6, 1.1099988666787657e-6, 1.0087441712416987e-6, 3.486825122974532e-7]
loss: 1.1558436266635702e-5
pde_losses: [3.9794402959700255e-10, 1.557662434528323e-9]
bcs_losses: [5.877181594437792e-6, 9.651186445723259e-8, 3.1113192572910948e-6, 1.1107641574474806e-6, 1.0120057337455736e-6, 3.4869805279240236e-7]
loss: 1.1558042736130222e-5
pde_losses: [5.200941196427203e-10, 1.560692666094426e-9]
bcs_losses: [5.881758697939103e-6, 9.583134393517803e-8, 3.1112597166140774e-6, 1.112348855197413e-6, 1.008589475885216e-6, 3.4617385977349683e-7]
loss: 1.1557452583143191e-5
pde_losses: [4.5207746748168683e-10, 1.6811688609513512e-9]
bcs_losses: [5.8805031257486205e-6, 9.673788466121694e-8, 3.109925526251774e-6, 1.1108284057978795e-6, 1.0120160912688782e-6, 3.453083030863915e-7]
loss: 1.1555873236996876e-5
pde_losses: [6.795850171767589e-10, 2.0490131168003678e-9]
bcs_losses: [5.886540974674227e-6, 9.789410635997892e-8, 3.1097967401285524e-6, 1.1036541397836907e-6, 1.0138433548333236e-6, 3.414153230831253e-7]
loss: 1.1553694368329891e-5
pde_losses: [5.025149915536252e-10, 2.2475216193162114e-9]
bcs_losses: [5.891208776598329e-6, 1.0150568416005089e-7, 3.110948376205455e-6, 1.0945287266485817e-6, 1.0133665477237551e-6, 3.3938622038284806e-7]
loss: 1.1548451241451049e-5
pde_losses: [1.689654877570895e-9, 2.378328504819631e-9]
bcs_losses: [5.879970408879918e-6, 1.0367954221996047e-7, 3.1118913402724483e-6, 1.0889552676920754e-6, 1.018340197507659e-6, 3.415465014965953e-7]
loss: 1.153498399845685e-5
pde_losses: [2.8052320302080686e-9, 4.405682398618484e-9]
bcs_losses: [5.868795688747954e-6, 1.0740518964546597e-7, 3.1160148594336336e-6, 1.0750525194978435e-6, 1.0114177436249232e-6, 3.4908708307820223e-7]
loss: 1.1515868554232567e-5
pde_losses: [2.5674294435978176e-9, 2.1103786721375583e-9]
bcs_losses: [5.8666867268227625e-6, 9.891449114719195e-8, 3.123674852506252e-6, 1.060118597728242e-6, 9.98747592886721e-7, 3.630484850256605e-7]
loss: 1.1510307750169503e-5
pde_losses: [1.0335531108587775e-9, 1.7783201658758628e-9]
bcs_losses: [5.85585211876269e-6, 9.485643680941315e-8, 3.1295373776982468e-6, 1.0487815645102874e-6, 9.982197077111401e-7, 3.802486714009902e-7]
loss: 1.1508583280263084e-5
pde_losses: [1.0003630209300683e-9, 1.5736717572575133e-9]
bcs_losses: [5.8571258785008034e-6, 9.175773589595912e-8, 3.127234187563207e-6, 1.0531464811397127e-6, 9.936847788349688e-7, 3.8306018355024374e-7]
loss: 1.1507475323389493e-5
pde_losses: [8.951292729968397e-10, 1.8776095673467707e-9]
bcs_losses: [5.857425372867108e-6, 9.332428287300205e-8, 3.1306641327570737e-6, 1.0495515110469939e-6, 9.880563959899516e-7, 3.856808890150188e-7]
loss: 1.1505830305523234e-5
pde_losses: [1.037898963107262e-9, 2.0208387757838647e-9]
bcs_losses: [5.8449164241574465e-6, 9.383485579632381e-8, 3.1292021047847994e-6, 1.0506908581612167e-6, 9.856166804810875e-7, 3.9851064440346974e-7]
loss: 1.150360001325661e-5
pde_losses: [7.434153473793146e-10, 2.5424532668123825e-9]
bcs_losses: [5.83900365921656e-6, 9.043107299588678e-8, 3.125435196379835e-6, 1.0582333397291505e-6, 9.80252514598465e-7, 4.0695836172252135e-7]
loss: 1.1498291901970808e-5
pde_losses: [2.031863361377879e-9, 3.7168268106501387e-9]
bcs_losses: [5.8213844007773145e-6, 8.618453772619126e-8, 3.123390771179681e-6, 1.0640474557984683e-6, 9.80119190274688e-7, 4.1741685604243706e-7]
loss: 1.1478684674379803e-5
pde_losses: [8.089267247163352e-9, 5.652360463513206e-9]
bcs_losses: [5.776023286675025e-6, 8.835807447619805e-8, 3.122182349759431e-6, 1.0618942423456428e-6, 9.834710718472106e-7, 4.33014021565619e-7]
loss: 1.1412240208035945e-5
pde_losses: [2.0939946399135325e-8, 2.496791905763832e-8]
bcs_losses: [5.725982814182288e-6, 9.875741120748969e-8, 3.0972706175070763e-6, 1.0362911197311497e-6, 9.992567535540346e-7, 4.087736263971337e-7]
loss: 1.133022372437699e-5
pde_losses: [2.378379373919757e-8, 2.4669611083147292e-8]
bcs_losses: [5.673341421038617e-6, 9.569845063629783e-8, 3.077166068146399e-6, 1.0287822375407425e-6, 1.003813530368575e-6, 4.0296861182401425e-7]
loss: 1.1251136375563382e-5
pde_losses: [1.943025999993721e-8, 2.091690311671438e-8]
bcs_losses: [5.641829779610618e-6, 9.614927888148118e-8, 3.0615453639456155e-6, 1.0135643507403671e-6, 1.017959986793496e-6, 3.797404524751524e-7]
loss: 1.1203548537793077e-5
pde_losses: [2.2315225665605065e-8, 2.080473438206033e-8]
bcs_losses: [5.625478823605845e-6, 9.650882340007523e-8, 3.0530501402087187e-6, 1.0011137545960594e-6, 1.0182180769057886e-6, 3.660589590289251e-7]
loss: 1.1158165719345595e-5
pde_losses: [1.7896781271341655e-8, 2.147286453725945e-8]
bcs_losses: [5.60951612316096e-6, 9.587573087615024e-8, 3.045023554252945e-6, 9.939785719176075e-7, 1.0156428839717133e-6, 3.5875920935761885e-7]
loss: 1.1069705166815963e-5
pde_losses: [2.0519611295174693e-8, 2.079699226708128e-8]
bcs_losses: [5.586891069084727e-6, 9.70120268065674e-8, 3.035575864870376e-6, 9.765340086637833e-7, 9.987556799452917e-7, 3.336199138829622e-7]
loss: 1.098611641047157e-5
pde_losses: [2.1399161084891505e-8, 2.658998009041881e-8]
bcs_losses: [5.557015020090566e-6, 9.49292366415847e-8, 3.0207916850283758e-6, 9.55365073652466e-7, 9.867946058498625e-7, 3.232316480334057e-7]
loss: 1.091985016569397e-5
pde_losses: [2.2205148885937058e-8, 3.0861239918828976e-8]
bcs_losses: [5.525760485820258e-6, 9.492421858790894e-8, 3.0096272528137735e-6, 9.443178181791214e-7, 9.76801741587926e-7, 3.15352259900216e-7]
loss: 1.0870377030911153e-5
pde_losses: [1.8439876349175967e-8, 3.004782257536498e-8]
bcs_losses: [5.513579916825179e-6, 9.431378768037022e-8, 3.0033655098760142e-6, 9.307719859744032e-7, 9.70190328348828e-7, 3.096678032818184e-7]
loss: 1.0771357047301595e-5
pde_losses: [3.098767039743001e-8, 4.1282942268094035e-8]
bcs_losses: [5.451164382537727e-6, 9.713898933207545e-8, 2.9954119982908557e-6, 8.982418748313212e-7, 9.711225240979427e-7, 2.860066655461491e-7]
loss: 1.0735476043873273e-5
pde_losses: [3.6997157196937044e-8, 2.8853591270479488e-8]
bcs_losses: [5.449887391285304e-6, 9.489326812692868e-8, 2.9923042849949406e-6, 8.904024699521634e-7, 9.536276962315573e-7, 2.8851018481496186e-7]
loss: 1.0703854876070099e-5
pde_losses: [2.1323373923150426e-8, 2.9909614288553146e-8]
bcs_losses: [5.452520865955884e-6, 9.496459531697254e-8, 2.9872228771209477e-6, 8.86396116523972e-7, 9.56229641994078e-7, 2.752877909465411e-7]
loss: 1.0661735341615424e-5
pde_losses: [1.516508647378183e-8, 9.504975332341647e-9]
bcs_losses: [5.424381245241939e-6, 9.615259404459812e-8, 2.9992844863906847e-6, 8.739444596840756e-7, 9.656717798790452e-7, 2.776307145689578e-7]
loss: 1.061134061315894e-5
pde_losses: [9.83849125882112e-9, 1.729120180884683e-8]
bcs_losses: [5.406354152218462e-6, 9.80384493225738e-8, 3.0001148553563142e-6, 8.588356069753045e-7, 9.54069615767023e-7, 2.66798240451595e-7]
loss: 1.0577582715710181e-5
pde_losses: [1.5664533524718476e-8, 1.6812722846144695e-8]
bcs_losses: [5.39792303152437e-6, 9.794857870202047e-8, 3.0013902311773107e-6, 8.476101825712609e-7, 9.410344732322942e-7, 2.591989621320627e-7]
loss: 1.051333145957149e-5
pde_losses: [3.123411074179825e-8, 1.1005807822473453e-8]
bcs_losses: [5.378624032769025e-6, 1.076105860515827e-7, 3.010338793470413e-6, 8.312661927944538e-7, 9.061317317914122e-7, 2.3712020413032957e-7]
loss: 1.0478340312648547e-5
pde_losses: [2.6318451457825288e-8, 1.9133377051912053e-8]
bcs_losses: [5.366527751183882e-6, 1.1161778001110652e-7, 3.008640828507078e-6, 8.241372848291239e-7, 8.942592840850245e-7, 2.277055555225945e-7]
loss: 1.0449237325956982e-5
pde_losses: [1.8887865963458417e-8, 1.836109612136812e-8]
bcs_losses: [5.368509723131231e-6, 1.1208118136276239e-7, 3.0157349560396377e-6, 8.134394898894274e-7, 8.806789870397479e-7, 2.2154402640934845e-7]
loss: 1.0412147229994997e-5
pde_losses: [8.21771094560502e-9, 1.9535115347695672e-8]
bcs_losses: [5.374710097659033e-6, 1.1461255955690889e-7, 3.019171820739301e-6, 8.021874887274292e-7, 8.657972452909596e-7, 2.0791519172806542e-7]
loss: 1.037037719840851e-5
pde_losses: [9.185057329038304e-9, 9.09448046552649e-9]
bcs_losses: [5.368965005860172e-6, 1.1330788541919272e-7, 3.026099942769635e-6, 8.017563813808067e-7, 8.480824109550471e-7, 1.938860342290933e-7]
loss: 1.0340251588259971e-5
pde_losses: [8.24132513128408e-9, 1.0504031666163283e-8]
bcs_losses: [5.363737962757164e-6, 1.104765571532399e-7, 3.025859075846585e-6, 7.991733878171052e-7, 8.356880238783458e-7, 1.8657122401008552e-7]
loss: 1.031113215053706e-5
pde_losses: [2.0891059038946582e-8, 7.875831643318558e-9]
bcs_losses: [5.364840835667958e-6, 1.0208928425227027e-7, 3.0202975242208376e-6, 7.987052703111682e-7, 8.193683406698258e-7, 1.7706400473273497e-7]
loss: 1.0286163213378665e-5
pde_losses: [8.201531197732095e-9, 1.0725954159211635e-8]
bcs_losses: [5.361994407444784e-6, 9.505066296407483e-8, 3.0259307482280897e-6, 8.048154371729663e-7, 8.06308334022309e-7, 1.7313613818949778e-7]
loss: 1.0253222974033687e-5
pde_losses: [1.0924293474835316e-8, 1.1383449267476416e-8]
bcs_losses: [5.372151928294283e-6, 8.52409594936389e-8, 3.010055241361472e-6, 7.990997151528863e-7, 7.923449318075656e-7, 1.7202245518152923e-7]
loss: 1.0237330802348883e-5
pde_losses: [1.1073726810253719e-8, 1.0842711548006142e-8]
bcs_losses: [5.3685766961836095e-6, 8.301764951651036e-8, 3.0051167736370624e-6, 7.986066339726999e-7, 7.901694084777726e-7, 1.699272022029676e-7]
loss: 1.0188423225540064e-5
pde_losses: [2.354368285294342e-8, 1.4329539908159566e-8]
bcs_losses: [5.358046508370253e-6, 8.006210377789764e-8, 2.986345923158753e-6, 7.876003714806409e-7, 7.755368694752274e-7, 1.6295822651618992e-7]
loss: 1.0159391226350123e-5
pde_losses: [1.8674587457876194e-8, 1.6511615174848e-8]
bcs_losses: [5.361123781541864e-6, 7.479136566034342e-8, 2.9809591107688747e-6, 7.86358670314483e-7, 7.635963916554129e-7, 1.5737570377641965e-7]
loss: 1.011997532082362e-5
pde_losses: [2.3929091393678145e-8, 8.232294664542682e-9]
bcs_losses: [5.3600849346163015e-6, 7.429730039048905e-8, 2.9673916884671845e-6, 7.703555049116627e-7, 7.577512163300801e-7, 1.5793329004967857e-7]
loss: 1.0088027458757221e-5
pde_losses: [9.707862395076627e-9, 6.9894460488268565e-9]
bcs_losses: [5.3649640095130534e-6, 7.132591515334333e-8, 2.9636770727715178e-6, 7.647685160640304e-7, 7.471517237443312e-7, 1.59442913067042e-7]
loss: 1.0065894418525513e-5
pde_losses: [1.0358547185266408e-8, 7.92564398528488e-9]
bcs_losses: [5.359759913391087e-6, 7.122133470487027e-8, 2.9585727441248897e-6, 7.56810889129884e-7, 7.413829160198399e-7, 1.5986242998439183e-7]
loss: 1.001201894007537e-5
pde_losses: [2.379987437912407e-8, 1.3989084817293828e-8]
bcs_losses: [5.345023139022077e-6, 6.374455093381777e-8, 2.9342838374425295e-6, 7.352679585232806e-7, 7.295994160236868e-7, 1.6631107893355964e-7]
loss: 9.989049244599972e-6
pde_losses: [2.054825678083578e-8, 1.4326641480069124e-8]
bcs_losses: [5.345159362947406e-6, 6.205951986182789e-8, 2.924241766786369e-6, 7.281306827298785e-7, 7.273867273530093e-7, 1.6719628666057552e-7]
loss: 9.958226673205373e-6
pde_losses: [8.733545689822293e-9, 1.3755901770415829e-8]
bcs_losses: [5.342593104846347e-6, 6.618519998067802e-8, 2.9156432187879795e-6, 7.118707804804788e-7, 7.324045978075925e-7, 1.6704032384205843e-7]
loss: 9.936504367202779e-6
pde_losses: [1.2371002028850484e-8, 8.953023605446961e-9]
bcs_losses: [5.3388826146967215e-6, 6.576353263946958e-8, 2.9079616475060626e-6, 7.02623414746257e-7, 7.307452477694105e-7, 1.692038842105602e-7]
loss: 9.91095575680442e-6
pde_losses: [5.11148081477314e-9, 1.393782895048736e-8]
bcs_losses: [5.340148152492888e-6, 5.991029053029403e-8, 2.9011301781613276e-6, 6.937740622301612e-7, 7.235133128296775e-7, 1.734304507948137e-7]
loss: 9.889792994965957e-6
pde_losses: [7.429699392205741e-9, 8.618685718135791e-9]
bcs_losses: [5.3358001924825255e-6, 5.6245158796023944e-8, 2.901514996295695e-6, 6.841386166701261e-7, 7.193311540709703e-7, 1.7671449154027386e-7]
loss: 9.862839118905125e-6
pde_losses: [1.008628805840813e-8, 5.183390649180945e-9]
bcs_losses: [5.3308403057299025e-6, 5.849204322544418e-8, 2.8995745917260732e-6, 6.660113472948213e-7, 7.055525945700742e-7, 1.8709855765122104e-7]
loss: 9.840530878164771e-6
pde_losses: [1.1234317324120774e-8, 4.468528801825139e-9]
bcs_losses: [5.323425642145757e-6, 6.212559447399721e-8, 2.8989739636549485e-6, 6.542154780800366e-7, 6.996026042397966e-7, 1.8648474944428925e-7]
loss: 9.825157542173761e-6
pde_losses: [8.40692264719309e-9, 6.476844615416109e-9]
bcs_losses: [5.324735003737988e-6, 6.370978154074319e-8, 2.8984374488745395e-6, 6.432833276369253e-7, 6.921416140028021e-7, 1.8796659911815528e-7]
loss: 9.798168649831412e-6
pde_losses: [1.973088174882185e-9, 2.3104623383391264e-9]
bcs_losses: [5.327515839134467e-6, 6.458413923669154e-8, 2.8972383680423527e-6, 6.266732466118908e-7, 6.839287654902674e-7, 1.9394474080252035e-7]
loss: 9.787837253169936e-6
pde_losses: [3.1181477300617e-9, 3.3968658112318715e-9]
bcs_losses: [5.323612224609846e-6, 6.220186694926185e-8, 2.8960829296155286e-6, 6.206861815037717e-7, 6.78911549455219e-7, 1.998274874950134e-7]
loss: 9.774487996011705e-6
pde_losses: [6.054793993709748e-9, 2.6456708888834746e-9]
bcs_losses: [5.319972983234331e-6, 5.9367774561516187e-8, 2.893301997308032e-6, 6.138688476611792e-7, 6.715557683694412e-7, 2.077201599946135e-7]
loss: 9.765531407427025e-6
pde_losses: [4.768532418008181e-9, 3.757559144718537e-9]
bcs_losses: [5.312873139212034e-6, 5.842955003079483e-8, 2.8938715946247114e-6, 6.079137368537754e-7, 6.696409509308097e-7, 2.1427634421217356e-7]
loss: 9.75208041524213e-6
pde_losses: [4.4480995413672386e-9, 5.895745987156929e-9]
bcs_losses: [5.29788925599734e-6, 5.6784692586406365e-8, 2.895428105461529e-6, 6.011364979087482e-7, 6.678697585593172e-7, 2.2262825920026634e-7]
loss: 9.74228635622474e-6
pde_losses: [5.884621833609362e-9, 2.195275569723166e-9]
bcs_losses: [5.28780057510761e-6, 5.7502736849457954e-8, 2.8983178741816074e-6, 5.925036699056242e-7, 6.681802330471893e-7, 2.2990136972991942e-7]
loss: 9.732564540707411e-6
pde_losses: [3.313468795986934e-9, 4.7942216042337495e-9]
bcs_losses: [5.275256104904326e-6, 5.8308016993785575e-8, 2.8974159217725187e-6, 5.906448007305682e-7, 6.701598639784818e-7, 2.3267214192750813e-7]
loss: 9.722549221547732e-6
pde_losses: [3.286793256580559e-9, 4.168786517754754e-9]
bcs_losses: [5.264845921770908e-6, 5.932433472093953e-8, 2.9002185715995375e-6, 5.865985608061276e-7, 6.648194508728075e-7, 2.3928680200307437e-7]
loss: 9.705523084325918e-6
pde_losses: [6.024783972979436e-9, 4.134598837145328e-9]
bcs_losses: [5.240421680704289e-6, 5.964515618582149e-8, 2.9031378322211233e-6, 5.827965954236598e-7, 6.590227957722182e-7, 2.5033964120868136e-7]
loss: 9.69195122410211e-6
pde_losses: [8.963129435423698e-9, 3.648413434534515e-9]
bcs_losses: [5.224984419026531e-6, 6.367686961740223e-8, 2.905944265728559e-6, 5.749670478781562e-7, 6.517195061851161e-7, 2.5804757279638635e-7]
loss: 9.674129689859367e-6
pde_losses: [6.092153677476189e-9, 4.900897581624501e-9]
bcs_losses: [5.207337844594824e-6, 6.945299037980884e-8, 2.906037529817013e-6, 5.723239590198746e-7, 6.519926366948752e-7, 2.559916780938711e-7]
loss: 9.648654139223213e-6
pde_losses: [6.476635350773517e-9, 3.5740464330860575e-9]
bcs_losses: [5.16900249272014e-6, 7.283393165691253e-8, 2.906013788787892e-6, 5.683952798866105e-7, 6.539345407271041e-7, 2.6842342366069337e-7]
loss: 9.62997613689364e-6
pde_losses: [8.713494654314542e-9, 3.6857088635397304e-9]
bcs_losses: [5.133618216739548e-6, 7.622731141851355e-8, 2.9009511501637428e-6, 5.656752108746956e-7, 6.62733473684183e-7, 2.7837157049510235e-7]
loss: 9.614074703668981e-6
pde_losses: [7.783563403221003e-9, 2.6973006298949376e-9]
bcs_losses: [5.110216421020278e-6, 7.627346669082911e-8, 2.894114454464561e-6, 5.698306159539516e-7, 6.754293677113527e-7, 2.77729513794893e-7]
loss: 9.596036260937311e-6
pde_losses: [5.791731760440828e-9, 3.6726728474092517e-9]
bcs_losses: [5.067546877806999e-6, 7.792532446690242e-8, 2.8951221558202235e-6, 5.698777978734267e-7, 6.886739696250498e-7, 2.8742573073686096e-7]
loss: 9.585319701377658e-6
pde_losses: [5.051076171006206e-9, 4.816269122823933e-9]
bcs_losses: [5.048304906844312e-6, 8.022512052252732e-8, 2.889684659604921e-6, 5.7286836162845e-7, 6.95453774452751e-7, 2.8891553303086643e-7]
loss: 9.575962900496122e-6
pde_losses: [3.1709616069944305e-9, 3.2089594974038377e-9]
bcs_losses: [5.026325377431909e-6, 8.571164360123146e-8, 2.8864949293257747e-6, 5.701722157268756e-7, 7.072877804537605e-7, 2.9359103285217355e-7]
loss: 9.569186109773373e-6
pde_losses: [2.821156195885735e-9, 1.3282827644151598e-9]
bcs_losses: [5.015234416021168e-6, 8.532085979579511e-8, 2.8837498941380032e-6, 5.718439180464138e-7, 7.137598700760178e-7, 2.9512771273567467e-7]
loss: 9.563968899823696e-6
pde_losses: [2.977595290905097e-9, 3.4009885337824526e-10]
bcs_losses: [5.0065951034330915e-6, 8.592142211083201e-8, 2.8815025480157737e-6, 5.72114923703322e-7, 7.182973716492932e-7, 2.962198367671e-7]
loss: 9.558766839613202e-6
pde_losses: [2.9561959038656666e-9, 1.3720815737392981e-9]
bcs_losses: [4.9908320720538e-6, 8.974996766321412e-8, 2.8775532693234844e-6, 5.725107373184152e-7, 7.251276157441e-7, 2.9866490003258164e-7]
loss: 9.55383166826565e-6
pde_losses: [1.3933293599569655e-9, 1.585167558272024e-9]
bcs_losses: [4.985615866753318e-6, 9.215599675780417e-8, 2.8750142671834125e-6, 5.727409572131406e-7, 7.294192298472125e-7, 2.9590685359253245e-7]
loss: 9.548411391325183e-6
pde_losses: [8.240296809864873e-10, 1.842873807738354e-9]
bcs_losses: [4.9785729308215516e-6, 9.400768740039161e-8, 2.87185395302367e-6, 5.776879919680353e-7, 7.263518340605543e-7, 2.972700905622548e-7]
loss: 9.540642600293506e-6
pde_losses: [3.5752873684604957e-9, 1.0346138151179075e-9]
bcs_losses: [4.9810763631204925e-6, 9.493273436529493e-8, 2.8624127449512023e-6, 5.849347330911862e-7, 7.177789307412094e-7, 2.94897192840543e-7]
loss: 9.53289541145541e-6
pde_losses: [3.06179659645374e-9, 1.6262513310483224e-9]
bcs_losses: [4.992953847693164e-6, 9.502002527714141e-8, 2.8523526507805366e-6, 5.916511405485659e-7, 7.040247652302878e-7, 2.9220493399821243e-7]
loss: 9.526268468558496e-6
pde_losses: [1.1146711622994755e-9, 2.435950222448841e-9]
bcs_losses: [4.9873623364771706e-6, 9.711545658548297e-8, 2.8434563532189554e-6, 5.977116737946568e-7, 7.035797268050566e-7, 2.9349230029242335e-7]
loss: 9.51932048653185e-6
pde_losses: [1.6273517546871123e-9, 2.2974323932910345e-9]
bcs_losses: [4.997543427527352e-6, 9.821812342993034e-8, 2.834480595317219e-6, 6.03557759244945e-7, 6.913007053657977e-7, 2.902950914986294e-7]
loss: 9.51425513361772e-6
pde_losses: [1.368829910241949e-9, 1.8861735439517557e-9]
bcs_losses: [4.999181147415204e-6, 1.023095576197558e-7, 2.83175980632413e-6, 6.059028519506484e-7, 6.819844522596209e-7, 2.898623145941657e-7]
loss: 9.50916298489046e-6
pde_losses: [1.0238079937158506e-9, 8.262893547354666e-10]
bcs_losses: [4.999933539138185e-6, 1.0970649145973248e-7, 2.829058841568458e-6, 6.070598949845232e-7, 6.747158922669557e-7, 2.868382281241526e-7]
loss: 9.50633424658409e-6
pde_losses: [1.330859908531314e-9, 1.4005429464553167e-9]
bcs_losses: [5.003547003107873e-6, 1.1081578196262365e-7, 2.8308316230676357e-6, 6.05987791850135e-7, 6.65630160547979e-7, 2.867904831928569e-7]
loss: 9.503251774936156e-6
pde_losses: [9.538750366353935e-10, 1.7333708910802607e-9]
bcs_losses: [5.003651551652342e-6, 1.1253561186053273e-7, 2.8271628932110634e-6, 6.109533082105605e-7, 6.588135607664639e-7, 2.8744760330747697e-7]
loss: 9.499109612296766e-6
pde_losses: [8.928208619744428e-10, 1.320732837182949e-9]
bcs_losses: [5.007971583998546e-6, 1.1352487981524391e-7, 2.825503487901471e-6, 6.12832548718019e-7, 6.497961383786856e-7, 2.8726741978564393e-7]
loss: 9.492044323542373e-6
pde_losses: [1.9753779849263535e-9, 1.236970352374795e-9]
bcs_losses: [4.995737228428089e-6, 1.2365513685016508e-7, 2.817658822095531e-6, 6.130655142086155e-7, 6.462507577921844e-7, 2.924645158304857e-7]
loss: 9.484747818087918e-6
pde_losses: [8.745656900604271e-10, 1.6687538608723237e-9]
bcs_losses: [4.985013732779909e-6, 1.2956796838893008e-7, 2.8154627339698127e-6, 6.122632372980215e-7, 6.433117331819509e-7, 2.965850929183628e-7]
loss: 9.480300132490677e-6
pde_losses: [1.5681592199584746e-9, 1.0575553029572242e-9]
bcs_losses: [4.972401041807029e-6, 1.394068258612787e-7, 2.812619782110698e-6, 6.133210851180338e-7, 6.388073730732255e-7, 3.011183099974961e-7]
loss: 9.476336970802543e-6
pde_losses: [1.4090490332517018e-9, 3.5479019058708574e-10]
bcs_losses: [4.973468301914316e-6, 1.431214130195714e-7, 2.8118917097606026e-6, 6.107462090199415e-7, 6.343329621786623e-7, 3.010125356856094e-7]
loss: 9.470740421520136e-6
pde_losses: [1.720700767828214e-9, 8.731348106995896e-10]
bcs_losses: [4.961063320868473e-6, 1.5365190210075398e-7, 2.807109922812416e-6, 6.110193206177606e-7, 6.28760819213248e-7, 3.0654130032895705e-7]
loss: 9.465231738474012e-6
pde_losses: [9.899316677646374e-10, 1.8773746335260015e-9]
bcs_losses: [4.959673240929669e-6, 1.615276113250023e-7, 2.8006506229650187e-6, 6.117213195385155e-7, 6.186888237471141e-7, 3.101028136674002e-7]
loss: 9.460987876534477e-6
pde_losses: [1.4738593230042904e-9, 1.8140719749730076e-9]
bcs_losses: [4.9589864272976096e-6, 1.6125183745845564e-7, 2.8019184922621867e-6, 6.055312778643945e-7, 6.176941243058513e-7, 3.123177860480025e-7]
loss: 9.45600338046045e-6
pde_losses: [1.0669363352846762e-9, 1.1418340591835726e-9]
bcs_losses: [4.956028410492146e-6, 1.692927420245244e-7, 2.7990469755447354e-6, 6.032971012219248e-7, 6.093703140689438e-7, 3.167590667137063e-7]
loss: 9.451859051261563e-6
pde_losses: [5.86234633213697e-10, 1.182882021293067e-9]
bcs_losses: [4.958387315307994e-6, 1.703703692267399e-7, 2.8018012034209845e-6, 5.992565826682838e-7, 6.04253767286395e-7, 3.1602069669665837e-7]
loss: 9.448773919485026e-6
pde_losses: [1.2283959019424138e-9, 1.037324369473656e-9]
bcs_losses: [4.946281726070679e-6, 1.7786741019843276e-7, 2.803142600484639e-6, 5.966856781497255e-7, 6.01490519310522e-7, 3.2104026499961347e-7]
loss: 9.445415197939418e-6
pde_losses: [9.266627972747758e-10, 1.987188511653329e-9]
bcs_losses: [4.9335738565377165e-6, 1.8279332143251576e-7, 2.8037259004228773e-6, 5.978242765100705e-7, 6.017712573427169e-7, 3.22812734384594e-7]
loss: 9.442496879559016e-6
pde_losses: [8.855986702309331e-10, 1.316363691060307e-9]
bcs_losses: [4.92545585491285e-6, 1.8660174875389363e-7, 2.805102269887192e-6, 5.959397259694726e-7, 6.009261701236701e-7, 3.2626914755064585e-7]
loss: 9.439069749624488e-6
pde_losses: [1.3022441004560957e-9, 8.156786967758224e-10]
bcs_losses: [4.9119173200707294e-6, 1.9316807220559443e-7, 2.8029115225503007e-6, 5.998977984520343e-7, 6.007241422909929e-7, 3.2833297125760454e-7]
loss: 9.436551530806862e-6
pde_losses: [1.3966334009728868e-9, 8.766294278151173e-10]
bcs_losses: [4.900382066942845e-6, 2.0613927124239086e-7, 2.7998743529251127e-6, 5.998087246235509e-7, 5.958113578034907e-7, 3.3226249444068306e-7]
loss: 9.433813256753186e-6
pde_losses: [5.449584696470824e-10, 1.1316533661259728e-9]
bcs_losses: [4.895469649952329e-6, 2.1114548273334657e-7, 2.7989321078205734e-6, 5.992246156370851e-7, 5.961478641271849e-7, 3.312169246468924e-7]
loss: 9.429455779194897e-6
pde_losses: [3.7356040484181184e-10, 1.1760547099852935e-9]
bcs_losses: [4.882016289915247e-6, 2.280543356460336e-7, 2.7926096667974598e-6, 6.02360826450326e-7, 5.894823045871247e-7, 3.333827406838787e-7]
loss: 9.424880299610282e-6
pde_losses: [1.0172978450603298e-9, 1.2183463711000108e-9]
bcs_losses: [4.863126444761608e-6, 2.4333493450341376e-7, 2.7894109214305215e-6, 6.014214838627356e-7, 5.889423723631116e-7, 3.364084984727306e-7]
loss: 9.420907712740043e-6
pde_losses: [8.325940408637888e-10, 1.5369023517565353e-9]
bcs_losses: [4.857339958537113e-6, 2.519050821073219e-7, 2.7830503771087967e-6, 6.008164906234257e-7, 5.900517150807077e-7, 3.3537459289005666e-7]
loss: 9.416667227244012e-6
pde_losses: [5.22716873630581e-10, 1.2801159764681206e-9]
bcs_losses: [4.840511420846651e-6, 2.6920622915392224e-7, 2.778781266066054e-6, 5.981878831648538e-7, 5.873957912464823e-7, 3.407818039159514e-7]
loss: 9.411689244396176e-6
pde_losses: [1.322634155926355e-9, 1.561194003317179e-9]
bcs_losses: [4.825454955409067e-6, 2.8191030381339124e-7, 2.777808026401826e-6, 5.907714634135349e-7, 5.869839297047713e-7, 3.458767374943431e-7]
loss: 9.40776737788086e-6
pde_losses: [1.014861986164849e-9, 1.7448997925713082e-9]
bcs_losses: [4.81946330223684e-6, 2.975047044236125e-7, 2.772436867472905e-6, 5.868344137753342e-7, 5.794736243626203e-7, 3.4929470383081294e-7]
loss: 9.404168566042133e-6
pde_losses: [9.996141402042008e-10, 1.7050837884314805e-9]
bcs_losses: [4.826136254053896e-6, 2.945651622942148e-7, 2.7720458453431433e-6, 5.839381781683541e-7, 5.769180176408577e-7, 3.4786041061303093e-7]
loss: 9.398564167771967e-6
pde_losses: [6.617590936967559e-10, 8.858534634101765e-10]
bcs_losses: [4.8116696895326055e-6, 3.110335992012496e-7, 2.76824573013907e-6, 5.777271504213795e-7, 5.74414168350869e-7, 3.539262175696849e-7]
loss: 9.393985545557954e-6
pde_losses: [5.823163181807721e-10, 1.3053234445112168e-9]
bcs_losses: [4.802085751559712e-6, 3.223728183476389e-7, 2.7677915355768225e-6, 5.688364265742311e-7, 5.726684574520763e-7, 3.583429162847798e-7]
loss: 9.39118276444755e-6
pde_losses: [9.174272954538189e-10, 1.1992585604831796e-9]
bcs_losses: [4.808791120180847e-6, 3.2099015066197184e-7, 2.7701767809014923e-6, 5.629172840816217e-7, 5.67003835156855e-7, 3.5918690760882386e-7]
loss: 9.38896459860564e-6
pde_losses: [4.4119190577277484e-10, 1.4723092479804326e-9]
bcs_losses: [4.808170739200457e-6, 3.2217196934286975e-7, 2.7698772505686376e-6, 5.590795050053761e-7, 5.677758655706655e-7, 3.5997576776387964e-7]
loss: 9.387494535989252e-6
pde_losses: [2.619420004019691e-10, 1.0897786052108498e-9]
bcs_losses: [4.808894317102834e-6, 3.246913002043812e-7, 2.769708081659625e-6, 5.548138144214896e-7, 5.64238134339395e-7, 3.6379716765591294e-7]
loss: 9.38547032728231e-6
pde_losses: [7.002305912439536e-10, 1.2180829736576504e-9]
bcs_losses: [4.817324149489889e-6, 3.136595781220224e-7, 2.772555001395328e-6, 5.526632265353458e-7, 5.636618869946616e-7, 3.636881711801605e-7]
loss: 9.383467955925611e-6
pde_losses: [1.0685885926829705e-9, 6.381813692974367e-10]
bcs_losses: [4.818412420573377e-6, 3.0763945809775185e-7, 2.777369600019777e-6, 5.498875139949513e-7, 5.62936742539777e-7, 3.6551545073799627e-7]
loss: 9.381716654108618e-6
pde_losses: [3.519331245998834e-10, 7.740281636772277e-10]
bcs_losses: [4.825817635412288e-6, 2.972627023360939e-7, 2.781202948849318e-6, 5.486724201328e-7, 5.63814926831399e-7, 3.638200592584412e-7]
loss: 9.378477393491562e-6
pde_losses: [8.845670629562846e-10, 8.429344148003145e-10]
bcs_losses: [4.8374840665728e-6, 2.85609046506991e-7, 2.783534209733265e-6, 5.471061161851592e-7, 5.64481727807562e-7, 3.585347252080282e-7]
loss: 9.374751320073208e-6
pde_losses: [1.210607437465166e-9, 1.2467980458541165e-9]
bcs_losses: [4.842686875952151e-6, 2.7187020043055595e-7, 2.7903994447903754e-6, 5.427742742212052e-7, 5.686491830316632e-7, 3.55913936163937e-7]
loss: 9.371241368143338e-6
pde_losses: [6.593168038447463e-10, 1.339522760426272e-9]
bcs_losses: [4.848894384615617e-6, 2.6251553618868575e-7, 2.793075483006192e-6, 5.390715575262916e-7, 5.724327833719674e-7, 3.5325278387031344e-7]
loss: 9.368512337773322e-6
pde_losses: [4.66859236926204e-10, 1.381771308574562e-9]
bcs_losses: [4.847563256010583e-6, 2.5684653989079794e-7, 2.796614795285052e-6, 5.348209985127091e-7, 5.769670394279831e-7, 3.538510781006968e-7]
loss: 9.366861940735413e-6
pde_losses: [4.313972805181859e-10, 7.630930131356165e-10]
bcs_losses: [4.8550848345913655e-6, 2.4741756662232886e-7, 2.80044009219042e-6, 5.327213389215937e-7, 5.770702036581838e-7, 3.5293341445786813e-7]
loss: 9.365001952282834e-6
pde_losses: [4.4327909524189004e-10, 8.975821783072878e-10]
bcs_losses: [4.850892599620081e-6, 2.4934979917457053e-7, 2.8001878900174427e-6, 5.324665546146243e-7, 5.778549685066053e-7, 3.529092790759604e-7]
loss: 9.36292789778496e-6
pde_losses: [8.696844874855841e-10, 8.070716120445953e-10]
bcs_losses: [4.852492129793741e-6, 2.4188132864986114e-7, 2.8028398077556395e-6, 5.306772438419955e-7, 5.807481112929108e-7, 3.5261252035128125e-7]
loss: 9.36011727170719e-6
pde_losses: [7.8875746721688e-10, 1.6012879286340808e-9]
bcs_losses: [4.8471900567268765e-6, 2.462542036122333e-7, 2.7994476674463547e-6, 5.302897927587723e-7, 5.786681313461674e-7, 3.558773744209352e-7]
loss: 9.35639209182615e-6
pde_losses: [8.926893122451672e-10, 1.061928475873002e-9]
bcs_losses: [4.84401290498493e-6, 2.478544640230761e-7, 2.800711803294966e-6, 5.252536239834404e-7, 5.728829944045732e-7, 3.6372168334704596e-7]
loss: 9.353022579916196e-6
pde_losses: [7.076172890775787e-10, 1.0931146208001794e-9]
bcs_losses: [4.841787206969512e-6, 2.531730773580033e-7, 2.8016219185430215e-6, 5.231660775305267e-7, 5.660219941350936e-7, 3.6545157347016133e-7]
loss: 9.350098894790349e-6
pde_losses: [1.1378229615979687e-9, 7.890546305232471e-10]
bcs_losses: [4.835369457378021e-6, 2.6169982924070425e-7, 2.8032788924082817e-6, 5.179124236206675e-7, 5.633046424911765e-7, 3.666067720593763e-7]
loss: 9.347308006888006e-6
pde_losses: [1.0600989858736053e-9, 8.866596619353716e-10]
bcs_losses: [4.828737494379568e-6, 2.6540551168239734e-7, 2.8053572537664396e-6, 5.190668576390201e-7, 5.627015249939177e-7, 3.6409260577885527e-7]
loss: 9.34415487695894e-6
pde_losses: [1.221445680393506e-9, 1.3475572383956542e-9]
bcs_losses: [4.816763976940835e-6, 2.771128187977244e-7, 2.8034443329210543e-6, 5.178892298211282e-7, 5.592050685871289e-7, 3.671704469722782e-7]
loss: 9.339719125857742e-6
pde_losses: [1.3632110890248732e-9, 1.725457734327928e-9]
bcs_losses: [4.802443186201368e-6, 2.84879318174159e-7, 2.8063610520391042e-6, 5.200253531014022e-7, 5.601246527964167e-7, 3.6279689472194005e-7]
loss: 9.336120362195925e-6
pde_losses: [1.0123344129540485e-9, 1.1250767988892724e-9]
bcs_losses: [4.786232932735895e-6, 2.993088183978106e-7, 2.806298673104028e-6, 5.19036431672324e-7, 5.571785281300567e-7, 3.6592756694396725e-7]
loss: 9.33372467099367e-6
pde_losses: [1.2639172910350228e-9, 1.1651248121693564e-9]
bcs_losses: [4.781889194240948e-6, 2.9636512457024756e-7, 2.809103712730358e-6, 5.195593425987937e-7, 5.614815119209564e-7, 3.6289674282916414e-7]
loss: 9.328870977865715e-6
pde_losses: [1.0346331311187362e-9, 1.7100314340059926e-9]
bcs_losses: [4.7606741277576564e-6, 3.064008010840858e-7, 2.8136069640336966e-6, 5.175774958868555e-7, 5.60373719908898e-7, 3.6749320462939693e-7]
loss: 9.31282320655329e-6
pde_losses: [3.4390065200461876e-9, 1.985151396850839e-9]
bcs_losses: [4.7350432877033046e-6, 2.87392947168675e-7, 2.8315598951803422e-6, 5.181466249046569e-7, 5.636836784505384e-7, 3.7157261522887645e-7]
loss: 9.297355244426008e-6
pde_losses: [3.320541795941131e-9, 2.0268875918540303e-9]
bcs_losses: [4.720193217720943e-6, 2.7840039008239787e-7, 2.837913419140459e-6, 5.142207819543624e-7, 5.614415107354366e-7, 3.7983849540461264e-7]
loss: 9.290601179042197e-6
pde_losses: [1.865057259796412e-9, 2.262502217719938e-9]
bcs_losses: [4.724906397447045e-6, 2.7167446389712075e-7, 2.833968812036254e-6, 5.163413875962823e-7, 5.626875258880933e-7, 3.7689503269988556e-7]
loss: 9.28571764847483e-6
pde_losses: [1.0171093266057276e-9, 1.715740674229081e-9]
bcs_losses: [4.710007771745482e-6, 2.753813395874189e-7, 2.8374407903571947e-6, 5.14128442313675e-7, 5.638589263365561e-7, 3.8216752813366717e-7]
loss: 9.283193881674813e-6
pde_losses: [8.808647976109653e-10, 1.5637948185096852e-9]
bcs_losses: [4.712591464066231e-6, 2.7020843225149627e-7, 2.8353771141177416e-6, 5.164263354138316e-7, 5.639406419470365e-7, 3.822052342623556e-7]
loss: 9.281884727989239e-6
pde_losses: [7.253427411992448e-10, 1.5992847472706799e-9]
bcs_losses: [4.7093553394006585e-6, 2.7495648825424677e-7, 2.82987318740245e-6, 5.211576607277641e-7, 5.636494644014872e-7, 3.8056796031416286e-7]
loss: 9.280709149459745e-6
pde_losses: [3.0017861782119975e-10, 1.3591945656773552e-9]
bcs_losses: [4.710487430800296e-6, 2.726957687204501e-7, 2.8279596277468934e-6, 5.229944370226676e-7, 5.62938127103795e-7, 3.8197438488214346e-7]
loss: 9.27983865894701e-6
pde_losses: [5.068001916490623e-10, 1.6166461676727593e-9]
bcs_losses: [4.711031557093272e-6, 2.726643468793227e-7, 2.828410544737942e-6, 5.251588304060399e-7, 5.605342619022944e-7, 3.799156715688194e-7]
loss: 9.278987871432739e-6
pde_losses: [4.649286397806149e-10, 1.3670180342943898e-9]
bcs_losses: [4.714124813269034e-6, 2.7523986547286997e-7, 2.825612799098121e-6, 5.243130085453158e-7, 5.568031924647813e-7, 3.8106224590854193e-7]
loss: 9.277865703328376e-6
pde_losses: [6.07998344736399e-10, 1.5249496112028388e-9]
bcs_losses: [4.7168486814132515e-6, 2.739316490293956e-7, 2.8248727141194848e-6, 5.247225319350392e-7, 5.562526607549476e-7, 3.7910451812031825e-7]
loss: 9.275563976171718e-6
pde_losses: [1.2620080862405214e-9, 1.6349759757470612e-9]
bcs_losses: [4.725086460599768e-6, 2.711110525921406e-7, 2.8238933948842335e-6, 5.244034819270334e-7, 5.520740464278057e-7, 3.7609855567874856e-7]
loss: 9.268648907915049e-6
pde_losses: [1.8837738977050304e-9, 2.8842106497662455e-9]
bcs_losses: [4.7348557594303515e-6, 2.586263421894675e-7, 2.8223383708358006e-6, 5.17975114165595e-7, 5.501538049148425e-7, 3.7993153183152053e-7]
loss: 9.251701981843771e-6
pde_losses: [2.3056468705990857e-9, 3.558992076380835e-9]
bcs_losses: [4.7623642503507505e-6, 2.3337015641331408e-7, 2.8120216606231517e-6, 5.128177100695757e-7, 5.542150262288756e-7, 3.7104853921112357e-7]
loss: 9.233325186674618e-6
pde_losses: [2.4812869360520128e-9, 7.628367996899678e-9]
bcs_losses: [4.788658421664009e-6, 2.2585677097655738e-7, 2.7849599397351633e-6, 5.105574848545714e-7, 5.52922925966933e-7, 3.6025998854443353e-7]
loss: 9.216148142495742e-6
pde_losses: [4.3390199462637134e-9, 4.764264756517928e-9]
bcs_losses: [4.801283388900943e-6, 2.149359400999597e-7, 2.776416869132223e-6, 4.984617534486192e-7, 5.531111746473456e-7, 3.62835731563872e-7]
loss: 9.199391302379758e-6
pde_losses: [4.717316209870952e-9, 1.6438876566106877e-9]
bcs_losses: [4.7985449903300665e-6, 2.2342210018217327e-7, 2.7589790290507362e-6, 4.922631401718565e-7, 5.50593947216006e-7, 3.692268915624372e-7]
loss: 9.192446538516364e-6
pde_losses: [1.960554109995103e-9, 1.1228119492465344e-9]
bcs_losses: [4.811951154329462e-6, 2.1168215522334828e-7, 2.7530656174233937e-6, 4.89353937598093e-7, 5.497357539459611e-7, 3.7357455393686336e-7]
loss: 9.18446873509817e-6
pde_losses: [2.8345869182473116e-9, 8.679915680518759e-10]
bcs_losses: [4.806433193243674e-6, 2.1779289772835026e-7, 2.7440712910212244e-6, 4.868625564727016e-7, 5.46532630504157e-7, 3.7907358764176537e-7]
loss: 9.175283327727964e-6
pde_losses: [1.550130084021881e-9, 2.5705191190044812e-9]
bcs_losses: [4.7915661178773675e-6, 2.36438891884291e-7, 2.728774627919608e-6, 4.838108027045746e-7, 5.442401710870527e-7, 3.863320670520454e-7]
loss: 9.166464535274068e-6
pde_losses: [2.5506608328846457e-9, 2.0777553437872365e-9]
bcs_losses: [4.782594617733674e-6, 2.491720958607511e-7, 2.7167038596908616e-6, 4.794230584165476e-7, 5.399912911143132e-7, 3.939511962812497e-7]
loss: 9.159139619129942e-6
pde_losses: [1.8278776187490651e-9, 1.7578217467840862e-9]
bcs_losses: [4.783542439892001e-6, 2.6039551365678946e-7, 2.7079632201770334e-6, 4.751177995768355e-7, 5.333523177851382e-7, 3.9518262867661143e-7]
loss: 9.155066089659942e-6
pde_losses: [1.4196261509854813e-9, 1.5460442581120938e-9]
bcs_losses: [4.780734130909811e-6, 2.67717540667394e-7, 2.6980104469880455e-6, 4.721711646480325e-7, 5.338970968130326e-7, 3.995700392245307e-7]
loss: 9.151806734268499e-6
pde_losses: [9.86744002766044e-10, 1.4720396850857856e-9]
bcs_losses: [4.777688007894829e-6, 2.722148690373975e-7, 2.69539665660904e-6, 4.71442786676168e-7, 5.337351091627087e-7, 3.988705212005042e-7]
loss: 9.149341874889451e-6
pde_losses: [6.927854396210037e-10, 1.7268679647914156e-9]
bcs_losses: [4.77717744584586e-6, 2.7951372277671634e-7, 2.6877235968967984e-6, 4.6836343351040125e-7, 5.311001438484776e-7, 4.030438786067845e-7]
loss: 9.145396848671513e-6
pde_losses: [9.401612811264656e-10, 1.3573623593464005e-9]
bcs_losses: [4.776576605774847e-6, 2.8265988072727494e-7, 2.6805166943800618e-6, 4.652731015014131e-7, 5.305657598178527e-7, 4.075072828295919e-7]
loss: 9.141884796999523e-6
pde_losses: [9.790161248085257e-10, 1.875860483076996e-9]
bcs_losses: [4.764906126588678e-6, 2.899725839856699e-7, 2.6761896385875264e-6, 4.6331763594383266e-7, 5.298758562428496e-7, 4.147680790430814e-7]
loss: 9.135911508443866e-6
pde_losses: [2.812841173170229e-9, 1.0932148163977465e-9]
bcs_losses: [4.7575085656791834e-6, 2.877276790523419e-7, 2.679811979725357e-6, 4.6027014373206037e-7, 5.297304726211488e-7, 4.1695661164420634e-7]
loss: 9.128809170858766e-6
pde_losses: [1.3349472424808527e-9, 1.875168225007983e-9]
bcs_losses: [4.743564688900556e-6, 2.9451804068649585e-7, 2.675353751623391e-6, 4.545159456100998e-7, 5.272621496000655e-7, 4.303844789706686e-7]
loss: 9.119859985872256e-6
pde_losses: [2.0070226569724997e-9, 4.114002750264429e-9]
bcs_losses: [4.719307889714524e-6, 2.9674397920527354e-7, 2.674015107200152e-6, 4.483832397670598e-7, 5.259015588711188e-7, 4.4938718570689006e-7]
loss: 9.107578791048796e-6
pde_losses: [3.2153136710279313e-9, 2.773492616800989e-9]
bcs_losses: [4.717015279931294e-6, 2.9049463165966727e-7, 2.662608942966e-6, 4.43110950757959e-7, 5.286483828294634e-7, 4.597117966165849e-7]
loss: 9.09750091934678e-6
pde_losses: [2.4830290573744198e-9, 4.924573735010276e-9]
bcs_losses: [4.717242626202794e-6, 2.816475073188672e-7, 2.659805833689282e-6, 4.4184598025367327e-7, 5.305003957792142e-7, 4.5905097331056654e-7]
loss: 9.07586131987096e-6
pde_losses: [2.555238097441789e-9, 5.271151164547756e-9]
bcs_losses: [4.696672707125454e-6, 2.8418062211619627e-7, 2.638022607897454e-6, 4.3666533665764673e-7, 5.274513154147981e-7, 4.85042341397421e-7]
loss: 9.064404730935701e-6
pde_losses: [3.1359775319839668e-9, 2.545944632536666e-9]
bcs_losses: [4.686467931017252e-6, 2.7866044818996346e-7, 2.6319200676013386e-6, 4.36147918797854e-7, 5.305561021505464e-7, 4.949703410142259e-7]
loss: 9.031656083164271e-6
pde_losses: [7.066999355886308e-9, 7.252255699028924e-9]
bcs_losses: [4.659316085716016e-6, 2.7274774169631404e-7, 2.6030607096998383e-6, 4.372051255342427e-7, 5.283847210960952e-7, 5.166224443668519e-7]
loss: 9.007622871616654e-6
pde_losses: [7.85130875226222e-9, 5.709745974958479e-9]
bcs_losses: [4.636819497697472e-6, 2.649711906494304e-7, 2.5946736779396645e-6, 4.4186570621635367e-7, 5.339132571647884e-7, 5.218184872217242e-7]
loss: 8.997125252767409e-6
pde_losses: [5.503388336504371e-9, 6.86500941599485e-9]
bcs_losses: [4.627455420488485e-6, 2.6476231216567776e-7, 2.5881778396918568e-6, 4.430327010286558e-7, 5.342244806922739e-7, 5.271041009479587e-7]
loss: 8.96133069928074e-6
pde_losses: [5.539731948364315e-9, 6.76657419345672e-9]
bcs_losses: [4.609622596243276e-6, 2.6520973772372007e-7, 2.5624634782948724e-6, 4.4305922882125133e-7, 5.283260339780323e-7, 5.403433180777665e-7]
loss: 8.948774635937683e-6
pde_losses: [4.108828861793061e-9, 6.995102324543117e-9]
bcs_losses: [4.6014339191381346e-6, 2.6422756847768454e-7, 2.553027607732757e-6, 4.4285549703854784e-7, 5.282833898319209e-7, 5.478427225323029e-7]
loss: 8.92555303038232e-6
pde_losses: [5.85233266822059e-9, 8.306905041806068e-9]
bcs_losses: [4.577257553152439e-6, 2.653900248736577e-7, 2.5314587164021623e-6, 4.4312077026354673e-7, 5.263086778416839e-7, 5.678580501388036e-7]
loss: 8.898157440775852e-6
pde_losses: [6.983536828261347e-9, 9.84299385695818e-9]
bcs_losses: [4.56744383878423e-6, 2.653986735787368e-7, 2.5059670955965797e-6, 4.437995514630318e-7, 5.160229102100713e-7, 5.826988404579833e-7]
loss: 8.874492681158639e-6
pde_losses: [1.148390079574079e-8, 7.828586714298951e-9]
bcs_losses: [4.541496290610834e-6, 2.6815505822175874e-7, 2.479919572924911e-6, 4.3975790767680563e-7, 5.188328452054295e-7, 6.070185190088604e-7]
loss: 8.861587738706006e-6
pde_losses: [8.748709686448978e-9, 6.640036520169229e-9]
bcs_losses: [4.532617578928323e-6, 2.683185210713151e-7, 2.47007006418982e-6, 4.4114994221308004e-7, 5.171110183780205e-7, 6.16931867718829e-7]
loss: 8.8366653278237e-6
pde_losses: [6.407110241280078e-9, 4.967900564839046e-9]
bcs_losses: [4.50939905245746e-6, 2.722028159635369e-7, 2.4569147921432066e-6, 4.424492676102394e-7, 5.10731180477618e-7, 6.33593208365519e-7]
loss: 8.814164344901109e-6
pde_losses: [3.97845421176578e-9, 4.278278378458265e-9]
bcs_losses: [4.494484632690249e-6, 2.7561843533977394e-7, 2.436893248700899e-6, 4.442633417267868e-7, 5.018582691105733e-7, 6.527896847426039e-7]
loss: 8.790418484396884e-6
pde_losses: [9.292788297444921e-9, 1.0047770137268673e-8]
bcs_losses: [4.463433189417277e-6, 2.8928933567024917e-7, 2.4130942833839917e-6, 4.443090122815005e-7, 4.908435856568059e-7, 6.701085195523468e-7]
loss: 8.776999331172015e-6
pde_losses: [6.805247637998531e-9, 7.343979972638269e-9]
bcs_losses: [4.449897739386223e-6, 2.9356179990556356e-7, 2.4058498350244652e-6, 4.4545350224854626e-7, 4.860025719404498e-7, 6.820846550561294e-7]
loss: 8.754296234287712e-6
pde_losses: [5.697628027310024e-9, 9.615607805641683e-9]
bcs_losses: [4.441746555804735e-6, 3.1575656624343436e-7, 2.383697319367581e-6, 4.3890034148965737e-7, 4.802229406835592e-7, 6.786592748657934e-7]
loss: 8.744200949452739e-6
pde_losses: [5.0847091773141545e-9, 6.6310444741829206e-9]
bcs_losses: [4.431551669099812e-6, 3.2452208541482665e-7, 2.3749703520108295e-6, 4.3698380960520466e-7, 4.781379683808254e-7, 6.863193112897453e-7]
loss: 8.730876072736819e-6
pde_losses: [2.9399421748407375e-9, 5.482665993467232e-9]
bcs_losses: [4.4183993140867105e-6, 3.3919602072599907e-7, 2.371891460085387e-6, 4.3267624227403105e-7, 4.7595731343085424e-7, 6.843331139655281e-7]
loss: 8.71285873919612e-6
pde_losses: [4.108263592515107e-9, 3.4749473521941887e-9]
bcs_losses: [4.394220284623947e-6, 3.5864757813677327e-7, 2.356272533037485e-6, 4.286978796359749e-7, 4.7168782796460844e-7, 6.957494248526222e-7]
loss: 8.693408794387873e-6
pde_losses: [3.2508030075051996e-9, 5.084951641818745e-9]
bcs_losses: [4.366835917725536e-6, 3.89623688029898e-7, 2.3330250719818708e-6, 4.2590501425659254e-7, 4.6406201288817125e-7, 7.056213348564816e-7]
loss: 8.68095974959853e-6
pde_losses: [3.170351668963854e-9, 3.1896056766682913e-9]
bcs_losses: [4.353097788657909e-6, 4.03803629449053e-7, 2.3260577254686455e-6, 4.2572577647824017e-7, 4.6638487549472275e-7, 6.995299967043284e-7]
loss: 8.667727633043968e-6
pde_losses: [4.042569968374648e-9, 4.2255415541882135e-9]
bcs_losses: [4.333047246153382e-6, 4.2955607321000433e-7, 2.307760222383519e-6, 4.214877612696151e-7, 4.64703391173925e-7, 7.029048273309611e-7]
loss: 8.65831437871011e-6
pde_losses: [2.798301801682974e-9, 2.8527886487275473e-9]
bcs_losses: [4.328034232144604e-6, 4.359827088088885e-7, 2.3015488822561025e-6, 4.1718413720609016e-7, 4.6446743646404276e-7, 7.05445891379972e-7]
loss: 8.651796281115226e-6
pde_losses: [3.423929823707198e-9, 3.4168550150849874e-9]
bcs_losses: [4.312641705068589e-6, 4.4266212417202397e-7, 2.2924044648358864e-6, 4.1837085850292936e-7, 4.6633480998034423e-7, 7.125415337166605e-7]
loss: 8.63905603452614e-6
pde_losses: [2.057624948802515e-9, 2.652745582319977e-9]
bcs_losses: [4.299322843162799e-6, 4.475364645996504e-7, 2.2769165189466683e-6, 4.170763797355529e-7, 4.7184386068028175e-7, 7.216495968700621e-7]
loss: 8.629711911793535e-6
pde_losses: [5.697776373936348e-9, 4.1474584735488655e-9]
bcs_losses: [4.291374896612881e-6, 4.4737649248091387e-7, 2.2663192412686094e-6, 4.159342195293495e-7, 4.667782570428987e-7, 7.32083570011397e-7]
loss: 8.618723360677619e-6
pde_losses: [7.033019807359952e-9, 3.350246381433029e-9]
bcs_losses: [4.286907575538195e-6, 4.3666537711723885e-7, 2.2642587112549145e-6, 4.149810176034876e-7, 4.681300606264371e-7, 7.373973523485511e-7]
loss: 8.599752867537928e-6
pde_losses: [4.1579079532288e-9, 3.7722754027700855e-9]
bcs_losses: [4.2606857414099195e-6, 4.4103459446710793e-7, 2.2410639693426224e-6, 4.1314321915307604e-7, 4.678223433614519e-7, 7.680728164477529e-7]
loss: 8.576026001732274e-6
pde_losses: [5.105160323348592e-9, 2.9487088956322158e-9]
bcs_losses: [4.2387304588377816e-6, 4.3040352060919594e-7, 2.226166826653419e-6, 4.1370258586415446e-7, 4.577238526588527e-7, 8.012448878898911e-7]
loss: 8.562482274946462e-6
pde_losses: [5.2226347763929156e-9, 2.456131551653542e-9]
bcs_losses: [4.23285926599135e-6, 4.201531440221716e-7, 2.2198810757345425e-6, 4.1762316099865516e-7, 4.539995129810593e-7, 8.102873488906348e-7]
loss: 8.550441476447646e-6
pde_losses: [4.980203505444967e-9, 2.488252973209143e-9]
bcs_losses: [4.21629375714722e-6, 4.259514345198754e-7, 2.2073840820019163e-6, 4.182272371578828e-7, 4.519981636967449e-7, 8.231183454453518e-7]
loss: 8.540823030178013e-6
pde_losses: [2.6559088590381077e-9, 3.796616693708964e-9]
bcs_losses: [4.210576633632015e-6, 4.2921425733962125e-7, 2.2047029870859656e-6, 4.19008447888911e-7, 4.491112901363816e-7, 8.217568885423726e-7]
loss: 8.528140344341509e-6
pde_losses: [3.996294024403951e-9, 3.2488676852687333e-9]
bcs_losses: [4.194319700236456e-6, 4.304545440471312e-7, 2.1928977989967427e-6, 4.198759941908615e-7, 4.4590954776010825e-7, 8.374375974005369e-7]
loss: 8.512099374757198e-6
pde_losses: [7.193739150362094e-9, 3.3419985836730994e-9]
bcs_losses: [4.172045672605482e-6, 4.312903432444529e-7, 2.1819836350836247e-6, 4.252043275856001e-7, 4.4234985269192023e-7, 8.486898058120826e-7]
loss: 8.500437095140145e-6
pde_losses: [5.920533976219641e-9, 3.4714546949579784e-9]
bcs_losses: [4.159797165006501e-6, 4.3555430382790816e-7, 2.174584591176691e-6, 4.2812823589357403e-7, 4.423501931910159e-7, 8.506306173732758e-7]
loss: 8.481075152716185e-6
pde_losses: [8.510466048625277e-9, 2.173180974977352e-9]
bcs_losses: [4.139424381280258e-6, 4.358815443202245e-7, 2.167059494106631e-6, 4.3844062122559084e-7, 4.344587485765804e-7, 8.551267161832981e-7]
loss: 8.463969267194692e-6
pde_losses: [7.593356640167292e-9, 5.987234236507767e-9]
bcs_losses: [4.115391256657332e-6, 4.4046378933381674e-7, 2.159381973997906e-6, 4.422188055240773e-7, 4.348323796093854e-7, 8.581004711955e-7]
loss: 8.458381467110376e-6
pde_losses: [6.553196643398762e-9, 5.381940939523072e-9]
bcs_losses: [4.107751850501771e-6, 4.4198432921841636e-7, 2.154848014187803e-6, 4.443024561853335e-7, 4.3400020677562987e-7, 8.635594726585025e-7]
loss: 8.439009582998061e-6
pde_losses: [3.966694127678737e-9, 3.5171047143507093e-9]
bcs_losses: [4.086703933539719e-6, 4.447849576914331e-7, 2.1431335184706607e-6, 4.5312146634786176e-7, 4.297540788078986e-7, 8.740278292984593e-7]
loss: 8.425445686002238e-6
pde_losses: [5.314292892966631e-9, 2.109581089473892e-9]
bcs_losses: [4.068832225190686e-6, 4.4848372043380046e-7, 2.132054850807476e-6, 4.567356093075584e-7, 4.249993714061957e-7, 8.869160348740807e-7]
loss: 8.412251964476757e-6
pde_losses: [3.969707286553967e-9, 2.6327771461649318e-9]
bcs_losses: [4.0497010153762244e-6, 4.505536816401213e-7, 2.1277614589032102e-6, 4.5701589089542486e-7, 4.270588099025391e-7, 8.935586233265188e-7]
loss: 8.401076399686178e-6
pde_losses: [6.610501882231963e-9, 2.8124369929132332e-9]
bcs_losses: [4.042460672425971e-6, 4.409042192015677e-7, 2.129895935600632e-6, 4.558728825454074e-7, 4.251677618006962e-7, 8.973519892367603e-7]
loss: 8.381940478414615e-6
pde_losses: [8.324438300031426e-9, 4.294378134240897e-9]
bcs_losses: [4.015886145203783e-6, 4.4288597761188827e-7, 2.129200241859667e-6, 4.5125604241929377e-7, 4.187980836551396e-7, 9.1129517123057e-7]
loss: 8.369286155114599e-6
pde_losses: [6.158256007344821e-9, 3.5095822289654365e-9]
bcs_losses: [3.997542665075815e-6, 4.3863138007875075e-7, 2.1298630549449315e-6, 4.5143539448977e-7, 4.1970383777213086e-7, 9.224419845168905e-7]
loss: 8.361270267217142e-6
pde_losses: [3.2948121105507656e-9, 1.7384476325891968e-9]
bcs_losses: [3.992718680766309e-6, 4.3597495776295703e-7, 2.134555921418571e-6, 4.497629047479129e-7, 4.17307271218327e-7, 9.259172715599252e-7]
loss: 8.355442386032023e-6
pde_losses: [1.8812301138823887e-9, 1.7811330271133896e-9]
bcs_losses: [3.983421891232558e-6, 4.332576086179012e-7, 2.136293247147337e-6, 4.5191086224887785e-7, 4.1457280373400057e-7, 9.323236099103522e-7]
loss: 8.34303561149967e-6
pde_losses: [3.918186419129122e-9, 1.9936292837044196e-9]
bcs_losses: [3.963294791067626e-6, 4.268021933932266e-7, 2.1419162745883395e-6, 4.552264294893269e-7, 4.07692267809566e-7, 9.421918394487525e-7]
loss: 8.334366005735905e-6
pde_losses: [4.9182396061123734e-9, 2.076108976494736e-9]
bcs_losses: [3.946568940411485e-6, 4.226657482999367e-7, 2.1447216808479044e-6, 4.5272502060580727e-7, 4.0677221065411236e-7, 9.539180563340532e-7]
loss: 8.324525534005413e-6
pde_losses: [4.376930942483656e-9, 3.344577480033141e-9]
bcs_losses: [3.935165309843936e-6, 4.2170086706903646e-7, 2.1471140087229906e-6, 4.5062080315279717e-7, 4.086921413608338e-7, 9.535108954333036e-7]
loss: 8.31668979046535e-6
pde_losses: [3.678842923954594e-9, 1.8086454049491981e-9]
bcs_losses: [3.927660149645197e-6, 4.1994492410256686e-7, 2.148629357820319e-6, 4.4637658259777656e-7, 4.0701867326207e-7, 9.61572614708518e-7]
loss: 8.308113471173954e-6
pde_losses: [4.3441171125058955e-9, 1.4217572150187464e-9]
bcs_losses: [3.909614061275391e-6, 4.17312543180861e-7, 2.153115684298904e-6, 4.4841635033908744e-7, 4.079999452159843e-7, 9.65889012536201e-7]
loss: 8.298159656701087e-6
pde_losses: [3.896412390761118e-9, 3.899793993786387e-9]
bcs_losses: [3.903987845045516e-6, 4.160707484228246e-7, 2.146920450169846e-6, 4.482126927577085e-7, 4.1249776396038444e-7, 9.626739499602607e-7]
loss: 8.284678705866952e-6
pde_losses: [4.597630927834e-9, 3.4431415485061253e-9]
bcs_losses: [3.8769889294483314e-6, 4.1305028336924123e-7, 2.150439919884582e-6, 4.5065243110533205e-7, 4.1433661473443065e-7, 9.71169754848694e-7]
loss: 8.264244178150089e-6
pde_losses: [4.175669376251994e-9, 3.0593090674191473e-9]
bcs_losses: [3.851115352100845e-6, 4.095223280551012e-7, 2.1512244328637597e-6, 4.511663589385097e-7, 4.21471946393277e-7, 9.725087813549248e-7]
loss: 8.246836371443638e-6
pde_losses: [3.0382192058332264e-9, 3.0885022885828033e-9]
bcs_losses: [3.838010655621522e-6, 4.010179540013245e-7, 2.1435307266797623e-6, 4.516157280166397e-7, 4.2906818699690627e-7, 9.774663986330689e-7]
loss: 8.233329965706333e-6
pde_losses: [4.057907170271209e-9, 5.036489430978085e-9]
bcs_losses: [3.8119034553828252e-6, 3.938560605456424e-7, 2.144281892320745e-6, 4.498096129827674e-7, 4.394786268889078e-7, 9.849059209841957e-7]
loss: 8.224897695838732e-6
pde_losses: [3.27989375471601e-9, 2.858683136404218e-9]
bcs_losses: [3.809945679843134e-6, 3.9195754380272206e-7, 2.1423119952750577e-6, 4.475748883635186e-7, 4.4285816278361097e-7, 9.841108488795685e-7]
loss: 8.214947982773555e-6
pde_losses: [2.4016664681396363e-9, 2.417121425207897e-9]
bcs_losses: [3.7886925274708105e-6, 3.842057610531219e-7, 2.147100604992133e-6, 4.4502850270097686e-7, 4.521377556523571e-7, 9.929640430108094e-7]
loss: 8.206708555043757e-6
pde_losses: [3.7509130012414595e-9, 2.2021857137515833e-9]
bcs_losses: [3.77814768005523e-6, 3.805843818047727e-7, 2.1528969384643027e-6, 4.4032700171961574e-7, 4.532851958818515e-7, 9.955142584029913e-7]
loss: 8.198823160853632e-6
pde_losses: [1.4727432077725695e-9, 2.00335196751582e-9]
bcs_losses: [3.766542127297701e-6, 3.7680674506901725e-7, 2.1555100122827212e-6, 4.3844122404579827e-7, 4.579749626448912e-7, 1.0000719943382135e-6]
loss: 8.193640521818242e-6
pde_losses: [2.0639610427467133e-9, 1.3519075034512084e-9]
bcs_losses: [3.75789001514018e-6, 3.7315542890694885e-7, 2.1557303362145084e-6, 4.36392832297572e-7, 4.6013176383059185e-7, 1.0069242768822422e-6]
loss: 8.189006753048328e-6
pde_losses: [8.081666099307653e-10, 1.6505852964195102e-9]
bcs_losses: [3.7520053807194544e-6, 3.6789706258992366e-7, 2.1600598516883456e-6, 4.3512301072820074e-7, 4.641497327797114e-7, 1.0073129626363433e-6]
loss: 8.18541918595539e-6
pde_losses: [9.362687936126537e-10, 1.961884850360611e-9]
bcs_losses: [3.7402100125077493e-6, 3.6479256985762475e-7, 2.1659981180503564e-6, 4.3417152639042656e-7, 4.6767075774811644e-7, 1.0096780477571434e-6]
loss: 8.182214055094817e-6
pde_losses: [1.2155819492344978e-9, 1.3171183644088136e-9]
bcs_losses: [3.7418918162340937e-6, 3.619045063750709e-7, 2.1681463565401864e-6, 4.341042944271013e-7, 4.6574347151694064e-7, 1.0078909096877815e-6]
loss: 8.178282174193977e-6
pde_losses: [8.932514456141032e-10, 1.1960676379585321e-9]
bcs_losses: [3.7326817220306963e-6, 3.5839703323596455e-7, 2.171254953565254e-6, 4.3279668395712335e-7, 4.7316585937759533e-7, 1.0078966029437714e-6]
loss: 8.17472044622268e-6
pde_losses: [9.290418463420886e-10, 1.1369443176478691e-9]
bcs_losses: [3.729594574504722e-6, 3.574180019883006e-7, 2.1728672113466056e-6, 4.3243814534402155e-7, 4.7648185166607773e-7, 1.003854675208964e-6]
loss: 8.168568386922637e-6
pde_losses: [1.0422153723540967e-9, 2.13620982475383e-9]
bcs_losses: [3.7168954431423016e-6, 3.5180238932643956e-7, 2.1706451496360504e-6, 4.3665911466180146e-7, 4.872806184910368e-7, 1.0021072464679005e-6]
loss: 8.159327046295347e-6
pde_losses: [6.482369153399489e-10, 2.0065303718368864e-9]
bcs_losses: [3.7078717337307645e-6, 3.425276056243237e-7, 2.1633035055695115e-6, 4.4540142954797526e-7, 4.989922724426954e-7, 9.985757320928995e-7]
loss: 8.152331828509482e-6
pde_losses: [1.7660651953067352e-9, 1.1473761521633152e-9]
bcs_losses: [3.6933529763084654e-6, 3.359138189495029e-7, 2.162131751934087e-6, 4.5152222335610004e-7, 5.084460938498151e-7, 9.980515227640419e-7]
loss: 8.147799805422634e-6
pde_losses: [5.88547960585425e-10, 1.3477481309374276e-9]
bcs_losses: [3.688647147653631e-6, 3.372184663590096e-7, 2.156943370303487e-6, 4.553946977057099e-7, 5.115733276103714e-7, 9.960864996989008e-7]
loss: 8.145329851501306e-6
pde_losses: [4.4084052702873336e-10, 8.067288318343479e-10]
bcs_losses: [3.6800675119735023e-6, 3.332431042250111e-7, 2.1584966209919363e-6, 4.560458510094712e-7, 5.177826557309263e-7, 9.98446538211595e-7]
loss: 8.143042572559549e-6
pde_losses: [5.388996016839638e-10, 9.20080264899994e-10]
bcs_losses: [3.672383946647199e-6, 3.3050914441309085e-7, 2.1595630327696677e-6, 4.5502304794657673e-7, 5.235791375747132e-7, 1.0005252833417178e-6]
loss: 8.141215260847593e-6
pde_losses: [4.917364579450522e-10, 1.1146122294204925e-9]
bcs_losses: [3.6674787392318953e-6, 3.276041691054072e-7, 2.15860890598216e-6, 4.535808288789183e-7, 5.26146522978587e-7, 1.0061897459832589e-6]
loss: 8.139358332159781e-6
pde_losses: [4.568500797157702e-10, 3.0976531304319406e-10]
bcs_losses: [3.6601324733216907e-6, 3.249608727044872e-7, 2.159036429692592e-6, 4.519725839565061e-7, 5.305411446796405e-7, 1.0119482124121054e-6]
loss: 8.137626984257326e-6
pde_losses: [3.4166806855739955e-10, 6.515978725952751e-10]
bcs_losses: [3.6562829097361383e-6, 3.255687821778324e-7, 2.1568776543727424e-6, 4.499419084052369e-7, 5.324655038425237e-7, 1.0154969597816987e-6]
loss: 8.135534087198635e-6
pde_losses: [5.467874015851039e-10, 4.043445882432792e-10]
bcs_losses: [3.6465712784689472e-6, 3.2662237104815035e-7, 2.1561065391372957e-6, 4.4802049409182425e-7, 5.389138563530641e-7, 1.018348416109526e-6]
loss: 8.133404684286285e-6
pde_losses: [6.627536916662493e-10, 5.799961744539878e-10]
bcs_losses: [3.6409582081847883e-6, 3.3206363501517065e-7, 2.155591642790064e-6, 4.4549974421467704e-7, 5.39118707287408e-7, 1.0189299969280564e-6]
loss: 8.13176784367455e-6
pde_losses: [5.031697230160036e-10, 6.869551585881592e-10]
bcs_losses: [3.628292828782362e-6, 3.32030664208971e-7, 2.1566367483221365e-6, 4.4327198039007345e-7, 5.473161316669648e-7, 1.0230293654224385e-6]
loss: 8.129811471287727e-6
pde_losses: [4.2468482832126733e-10, 3.7674000994058344e-10]
bcs_losses: [3.62148258026737e-6, 3.333280905529597e-7, 2.157426471755432e-6, 4.4091041213181935e-7, 5.485604525169766e-7, 1.0273020392249078e-6]
loss: 8.128457479143798e-6
pde_losses: [4.423298727588405e-10, 2.812294256065418e-10]
bcs_losses: [3.6116117495047415e-6, 3.3319170150678856e-7, 2.157299941289962e-6, 4.4006421474672304e-7, 5.533687053555292e-7, 1.032197607441688e-6]
loss: 8.127227024259486e-6
pde_losses: [5.346762208996691e-10, 3.4923029509231885e-10]
bcs_losses: [3.61152232014981e-6, 3.3468947529247353e-7, 2.1539207388714655e-6, 4.399088384788538e-7, 5.521547791433775e-7, 1.0341469658075135e-6]
loss: 8.126032642018772e-6
pde_losses: [4.232471991464794e-10, 3.5286497647287805e-10]
bcs_losses: [3.6070765410102958e-6, 3.346264952035254e-7, 2.1517240789821863e-6, 4.395423999291222e-7, 5.520058053106863e-7, 1.0402812094073385e-6]
loss: 8.12440070607352e-6
pde_losses: [6.312104254021117e-10, 3.840512550982995e-10]
bcs_losses: [3.6075728029742156e-6, 3.3199946954961473e-7, 2.1481941951106596e-6, 4.4104514271098003e-7, 5.503592355112839e-7, 1.0442145985362675e-6]
loss: 8.120664141718405e-6
pde_losses: [5.334628400946823e-10, 1.3367107655443841e-9]
bcs_losses: [3.6103771199907138e-6, 3.277102338970111e-7, 2.14110220506254e-6, 4.3985941116761443e-7, 5.435959386589959e-7, 1.0561490593358923e-6]
loss: 8.116591556790328e-6
pde_losses: [6.320308942922019e-10, 1.1610086846667163e-9]
bcs_losses: [3.601191296198741e-6, 3.2205821875067666e-7, 2.132986899935976e-6, 4.408771414379404e-7, 5.455647645885087e-7, 1.072120196299525e-6]
loss: 8.113042261046849e-6
pde_losses: [8.062639715123557e-10, 3.3485161219902535e-10]
bcs_losses: [3.6033107628757344e-6, 3.1751529943860647e-7, 2.12577886572166e-6, 4.4019569067889116e-7, 5.374725290406485e-7, 1.0876279977075963e-6]
loss: 8.111706313042993e-6
pde_losses: [4.097765463385693e-10, 5.165835280298333e-10]
bcs_losses: [3.6016010026428052e-6, 3.1350782474534733e-7, 2.123939181780838e-6, 4.4106571740853944e-7, 5.389189967417504e-7, 1.0917472296493447e-6]
loss: 8.110578463996767e-6
pde_losses: [3.0759879048030805e-10, 3.161124718806171e-10]
bcs_losses: [3.597630447347434e-6, 3.1247637719903743e-7, 2.1212995652885366e-6, 4.400725498099297e-7, 5.390280095361476e-7, 1.0994478035533216e-6]
loss: 8.109584803281347e-6
pde_losses: [6.360029502279277e-10, 5.828236865764951e-10]
bcs_losses: [3.597915525357695e-6, 3.110644658618356e-7, 2.120545715994444e-6, 4.4080524953724066e-7, 5.37135927303306e-7, 1.10089909259002e-6]
loss: 8.107660603185685e-6
pde_losses: [5.503758467428108e-10, 4.3960992457092097e-10]
bcs_losses: [3.5900102016468113e-6, 3.071436000805888e-7, 2.115627601682563e-6, 4.4234348199537653e-7, 5.39838657152234e-7, 1.1117070748567975e-6]
loss: 8.10482183955653e-6
pde_losses: [1.1225223541475507e-9, 5.542632755674988e-10]
bcs_losses: [3.585290952785568e-6, 3.0117399690481746e-7, 2.112315003765107e-6, 4.467075800034217e-7, 5.409841979023278e-7, 1.1166733225655733e-6]
loss: 8.10125729466116e-6
pde_losses: [7.925518204622666e-10, 6.69963702526292e-10]
bcs_losses: [3.583147790390894e-6, 2.9368137135875643e-7, 2.1126122615866692e-6, 4.4977590428450006e-7, 5.355411782657846e-7, 1.125036273251567e-6]
loss: 8.097399171741126e-6
pde_losses: [9.813786412853176e-10, 9.668065290329598e-10]
bcs_losses: [3.584281210202491e-6, 2.8550919576989616e-7, 2.1208346685140923e-6, 4.540353790808288e-7, 5.31616735666994e-7, 1.119173797336506e-6]
loss: 8.094992854627776e-6
pde_losses: [8.592390900466234e-10, 6.163975036387222e-10]
bcs_losses: [3.5762189096636017e-6, 2.773846635120148e-7, 2.1236866284567624e-6, 4.5704062534230567e-7, 5.332390922634547e-7, 1.125947298795953e-6]
loss: 8.092218399006968e-6
pde_losses: [4.806450271135852e-10, 7.682576145795094e-10]
bcs_losses: [3.575166853377142e-6, 2.6871582232683685e-7, 2.1244244700303754e-6, 4.6092860785432353e-7, 5.309459437944591e-7, 1.1307877989821396e-6]
loss: 8.089628488485032e-6
pde_losses: [7.371789176460208e-10, 8.453883185028703e-10]
bcs_losses: [3.568717735236324e-6, 2.657974066091364e-7, 2.134263430919491e-6, 4.591720325668466e-7, 5.325991984700774e-7, 1.1274961174470062e-6]
loss: 8.087469072596299e-6
pde_losses: [7.170200891976279e-10, 5.903570648957202e-10]
bcs_losses: [3.5643339415803176e-6, 2.60129356396089e-7, 2.139098860864354e-6, 4.6172252987056347e-7, 5.333511171114998e-7, 1.1275258896193823e-6]
loss: 8.086151815358028e-6
pde_losses: [4.854643607051192e-10, 2.843639800267747e-10]
bcs_losses: [3.5656604595346153e-6, 2.6098438346457144e-7, 2.1400156975964924e-6, 4.59020125222027e-7, 5.322695892217068e-7, 1.1274317319778832e-6]
loss: 8.085239797702453e-6
pde_losses: [2.92896849098426e-10, 3.818999972347251e-10]
bcs_losses: [3.562005906065095e-6, 2.5701744669659567e-7, 2.1392090458015815e-6, 4.5934962374169154e-7, 5.336098562289079e-7, 1.1333731223222487e-6]
loss: 8.084080129819617e-6
pde_losses: [2.3090748070406496e-10, 3.2301346825043153e-10]
bcs_losses: [3.556910354306996e-6, 2.544652090232252e-7, 2.1380192966510628e-6, 4.5988672528488e-7, 5.393296586839393e-7, 1.1349149649205596e-6]
loss: 8.082630238731117e-6
pde_losses: [4.692405437211147e-10, 3.7250867715381725e-10]
bcs_losses: [3.552405105987096e-6, 2.4924363306852504e-7, 2.1377148138442277e-6, 4.602603232208777e-7, 5.426202028360327e-7, 1.1395444105534825e-6]
loss: 8.08166699823181e-6
pde_losses: [5.245911411846972e-10, 3.310658650757587e-10]
bcs_losses: [3.545455608471671e-6, 2.466824522337508e-7, 2.1359192781540626e-6, 4.5980347512548484e-7, 5.487094353422053e-7, 1.1442410918983736e-6]
loss: 8.080802121298465e-6
pde_losses: [3.607758702676994e-10, 2.8621604566156466e-10]
bcs_losses: [3.5409534491729257e-6, 2.431592954153786e-7, 2.135435324423195e-6, 4.607876223213122e-7, 5.509403053679483e-7, 1.148879132681776e-6]
loss: 8.080289191659949e-6
pde_losses: [7.170144789755001e-10, 3.040795276338225e-10]
bcs_losses: [3.541291529079346e-6, 2.4169734388225734e-7, 2.135782284283421e-6, 4.6094420722764604e-7, 5.50329448222717e-7, 1.1492232849579518e-6]
loss: 8.079526552358608e-6
pde_losses: [4.570715047779994e-10, 2.924935798497508e-10]
bcs_losses: [3.5366930017189072e-6, 2.37016712233545e-7, 2.1371864273258837e-6, 4.6199128485765344e-7, 5.514909848747885e-7, 1.1543985762632037e-6]
loss: 8.078355160011114e-6
pde_losses: [4.927246725860035e-10, 3.529049337409009e-10]
bcs_losses: [3.532641210985794e-6, 2.3426038525974668e-7, 2.1363574608450507e-6, 4.6210675431159105e-7, 5.518372317876315e-7, 1.1603064872149732e-6]
loss: 8.07712386503297e-6
pde_losses: [5.456206619425613e-10, 4.493407628771053e-10]
bcs_losses: [3.5335263405305547e-6, 2.2979900877328566e-7, 2.1348551631184594e-6, 4.626756912433772e-7, 5.484715655115883e-7, 1.166801134430885e-6]
loss: 8.0761414026578e-6
pde_losses: [9.183950934420195e-10, 5.055548702703226e-10]
bcs_losses: [3.536487495830894e-6, 2.295625778762752e-7, 2.137732773106258e-6, 4.6259491793095063e-7, 5.427931859662389e-7, 1.1655465019834719e-6]
loss: 8.075316683956746e-6
pde_losses: [8.622493960958525e-10, 4.192311226439014e-10]
bcs_losses: [3.5344195335148453e-6, 2.2572611852969295e-7, 2.1396508874941885e-6, 4.6328066574308764e-7, 5.413226064410118e-7, 1.1696353917151818e-6]
loss: 8.074211205037272e-6
pde_losses: [8.617810320652352e-10, 6.042137449843476e-10]
bcs_losses: [3.538545136394617e-6, 2.255252278321756e-7, 2.1393177169191835e-6, 4.612554214498974e-7, 5.369156229457568e-7, 1.1711860847185944e-6]
loss: 8.072648274510237e-6
pde_losses: [9.257425411982137e-10, 5.364823744695741e-10]
bcs_losses: [3.5433358073365952e-6, 2.2139614888650282e-7, 2.1454894655929928e-6, 4.595864265958833e-7, 5.317931003538629e-7, 1.1695851008287313e-6]
loss: 8.070418886713753e-6
pde_losses: [4.4846295965297987e-10, 3.0770375937182646e-10]
bcs_losses: [3.5521367189514825e-6, 2.201461747295019e-7, 2.1513870653584028e-6, 4.5534292047168465e-7, 5.221928666440415e-7, 1.1684569738396148e-6]
loss: 8.068979219821834e-6
pde_losses: [9.29384761455272e-10, 9.860660791263873e-10]
bcs_losses: [3.558651458327514e-6, 2.2380502872403112e-7, 2.1560752996876754e-6, 4.52307459351075e-7, 5.18802070419531e-7, 1.1574224524714266e-6]
loss: 8.066705184301087e-6
pde_losses: [5.797668583911328e-10, 4.86861417922926e-10]
bcs_losses: [3.568615513775255e-6, 2.2433392027917375e-7, 2.1637321270128375e-6, 4.516238506116436e-7, 5.111460515996926e-7, 1.1461870927461694e-6]
loss: 8.065184853520291e-6
pde_losses: [4.4797507328132943e-10, 6.56287943586828e-10]
bcs_losses: [3.573442827665479e-6, 2.2630018393667046e-7, 2.1647608198322974e-6, 4.543372236942109e-7, 5.073622594061835e-7, 1.137877275968582e-6]
loss: 8.064071402001646e-6
pde_losses: [3.121934247770989e-10, 3.700585547869184e-10]
bcs_losses: [3.5771828750728203e-6, 2.271373337063184e-7, 2.1702472509057595e-6, 4.545160974090968e-7, 5.039948301650991e-7, 1.1303107627629875e-6]
loss: 8.063441455411355e-6
pde_losses: [3.47374565287101e-10, 2.293676412895315e-10]
bcs_losses: [3.578922823459794e-6, 2.284052620923406e-7, 2.170249800256318e-6, 4.5553868184151076e-7, 5.03380542858703e-7, 1.1263676026961143e-6]
loss: 8.063076979109412e-6
pde_losses: [2.569224139170953e-10, 2.461761253842828e-10]
bcs_losses: [3.5787272526352344e-6, 2.2831901566934793e-7, 2.1720639893179656e-6, 4.5589116902785997e-7, 5.047528781911971e-7, 1.1228195757285066e-6]
loss: 8.062792708928108e-6
pde_losses: [2.618603439016169e-10, 2.6153795886377186e-10]
bcs_losses: [3.5787324914941564e-6, 2.2923941364376346e-7, 2.173679144333424e-6, 4.5509741272777174e-7, 5.057846836332088e-7, 1.119736164793019e-6]
loss: 8.062594856617155e-6
pde_losses: [2.369882459667698e-10, 2.4942656135080085e-10]
bcs_losses: [3.5780147425555564e-6, 2.307840476955965e-7, 2.173165320510573e-6, 4.5470179068498633e-7, 5.069993345046878e-7, 1.1184432058584392e-6]
loss: 8.06240078228422e-6
pde_losses: [3.1743003600112337e-10, 2.065730334893699e-10]
bcs_losses: [3.579589788917411e-6, 2.3159829279154774e-7, 2.1736850743778846e-6, 4.5389418370089147e-7, 5.057728062746458e-7, 1.1173366331523502e-6]
loss: 8.062175189364858e-6
pde_losses: [3.052153981657766e-10, 2.247323379580521e-10]
bcs_losses: [3.5786052136334694e-6, 2.329771956021428e-7, 2.1730133308213594e-6, 4.53063618219528e-7, 5.071711232791625e-7, 1.1168147600730712e-6]
loss: 8.061835887689155e-6
pde_losses: [3.685906419327494e-10, 3.067243937070136e-10]
bcs_losses: [3.575559564542605e-6, 2.3321492608400257e-7, 2.170154824351834e-6, 4.523948934672164e-7, 5.108654110395786e-7, 1.1189709531682783e-6]
loss: 8.061036132200545e-6
pde_losses: [1.620840659020468e-10, 2.907581609024558e-10]
bcs_losses: [3.579109365258157e-6, 2.3681535272840942e-7, 2.1692629505177427e-6, 4.508956379089691e-7, 5.101529328404412e-7, 1.114347050720022e-6]
loss: 8.058967271726137e-6
pde_losses: [7.710023499222603e-10, 4.347418232090272e-10]
bcs_losses: [3.584553830854592e-6, 2.4004810745904686e-7, 2.1594690797449816e-6, 4.469611775769372e-7, 5.063773327628728e-7, 1.1203519991545752e-6]
loss: 8.055117779766917e-6
pde_losses: [7.512974606190871e-10, 9.071550594284724e-10]
bcs_losses: [3.593197116609996e-6, 2.4827608378735606e-7, 2.148416747513543e-6, 4.4296456105915966e-7, 5.063546229071965e-7, 1.1142501953696174e-6]
loss: 8.051623229025234e-6
pde_losses: [7.86924096829727e-10, 8.725609066453566e-10]
bcs_losses: [3.5977983754012766e-6, 2.444941587435835e-7, 2.1398411699236377e-6, 4.413393619636395e-7, 5.081450962996123e-7, 1.1183455816900108e-6]
loss: 8.049236735812438e-6
pde_losses: [1.1383488209674864e-9, 5.034781463940137e-10]
bcs_losses: [3.6087800698206073e-6, 2.4563528135571684e-7, 2.1420386552411318e-6, 4.402961456293378e-7, 5.052436786355276e-7, 1.105601078162756e-6]
loss: 8.047055769819421e-6
pde_losses: [5.310119216435534e-10, 3.7872966226626077e-10]
bcs_losses: [3.608659232016176e-6, 2.380379341423291e-7, 2.1485648306212006e-6, 4.419461284453515e-7, 5.084570363750863e-7, 1.1004808666353668e-6]
loss: 8.046166575084088e-6
pde_losses: [5.951181930122465e-10, 3.0052499677521095e-10]
bcs_losses: [3.611030179232495e-6, 2.3923265529721015e-7, 2.147835516673095e-6, 4.414707800870883e-7, 5.109933287321694e-7, 1.094708471872243e-6]
loss: 8.045846364321655e-6
pde_losses: [3.58316619574084e-10, 2.1154904035276234e-10]
bcs_losses: [3.611560024906443e-6, 2.388536876379664e-7, 2.146999062530433e-6, 4.4160791295502186e-7, 5.113607680970637e-7, 1.0948950425348002e-6]
loss: 8.045621860960682e-6
pde_losses: [2.57050944648508e-10, 2.401049452790231e-10]
bcs_losses: [3.6118765677943e-6, 2.3874942682336116e-7, 2.1479001353516906e-6, 4.426213257471524e-7, 5.118618362658384e-7, 1.0921154130884118e-6]
loss: 8.045167743919498e-6
pde_losses: [3.9364014955086853e-10, 2.6596132952765145e-10]
bcs_losses: [3.6131518683301267e-6, 2.385332187850434e-7, 2.1501925011298997e-6, 4.4321450253001534e-7, 5.114747238753611e-7, 1.0879413277899741e-6]
loss: 8.044523321503603e-6
pde_losses: [3.9124867134905314e-10, 2.578429140291015e-10]
bcs_losses: [3.614254730080946e-6, 2.418487849035285e-7, 2.1504824542494877e-6, 4.4187734979385574e-7, 5.104214476966747e-7, 1.0849894631937323e-6]
loss: 8.044140570838091e-6
pde_losses: [3.758465053143191e-10, 2.269141616693015e-10]
bcs_losses: [3.618289929289516e-6, 2.4392393485892546e-7, 2.1533517937087374e-6, 4.409346450369695e-7, 5.058284212380843e-7, 1.081209086038877e-6]
loss: 8.043707133302132e-6
pde_losses: [2.7136855789415833e-10, 2.5969238762242076e-10]
bcs_losses: [3.6156280927463597e-6, 2.453547466090657e-7, 2.1539770875113945e-6, 4.402424515852002e-7, 5.064742440477638e-7, 1.0814994498568305e-6]
loss: 8.043330576464949e-6
pde_losses: [3.0527339028506234e-10, 2.7558560066408083e-10]
bcs_losses: [3.618347485490087e-6, 2.463239332191613e-7, 2.1559887540779146e-6, 4.397495036875808e-7, 5.047013882395222e-7, 1.0776386527597357e-6]
loss: 8.04292955481412e-6
pde_losses: [2.512231029979659e-10, 3.6265070241629114e-10]
bcs_losses: [3.618693859893966e-6, 2.463332886059847e-7, 2.1541058549208626e-6, 4.394065075866017e-7, 5.02676820348256e-7, 1.0810993496530344e-6]
loss: 8.042568992069749e-6
pde_losses: [4.280585676630285e-10, 3.443166931229468e-10]
bcs_losses: [3.6171710981515544e-6, 2.4747076142220843e-7, 2.151123394590126e-6, 4.3887265104857797e-7, 5.042489944217369e-7, 1.0829097171747573e-6]
loss: 8.042213506258492e-6
pde_losses: [4.930238658650033e-10, 3.71028436160564e-10]
bcs_losses: [3.6156033455476897e-6, 2.468837245849717e-7, 2.1497971896406386e-6, 4.3931160002256645e-7, 5.050585518923543e-7, 1.0846950422682466e-6]
loss: 8.041562000017753e-6
pde_losses: [4.304070369688637e-10, 2.9484542381435975e-10]
bcs_losses: [3.6101150895032404e-6, 2.4681749122188064e-7, 2.1484818466378076e-6, 4.4022627687151787e-7, 5.073645378922702e-7, 1.0878315054302532e-6]
loss: 8.04027856313176e-6
pde_losses: [6.020760328854583e-10, 5.164707675005729e-10]
bcs_losses: [3.603361988979385e-6, 2.459978176021125e-7, 2.146564587241465e-6, 4.416222985187051e-7, 5.118579769665777e-7, 1.0897553470231283e-6]
loss: 8.037646611354324e-6
pde_losses: [1.1783855776414467e-9, 7.137656431197417e-10]
bcs_losses: [3.596413634063084e-6, 2.4248779486747856e-7, 2.1507438507123903e-6, 4.4071822381374794e-7, 5.117660612198564e-7, 1.0936248954570056e-6]
loss: 8.033234753572735e-6
pde_losses: [1.8563737131576373e-9, 7.269338181505083e-10]
bcs_losses: [3.5947799654179234e-6, 2.393899153710245e-7, 2.1545825691712246e-6, 4.411080492166899e-7, 5.055518107433235e-7, 1.0952391361212415e-6]
loss: 8.029374042703485e-6
pde_losses: [8.881710989978644e-10, 9.8759433600856e-10]
bcs_losses: [3.6011111710232605e-6, 2.395773777380742e-7, 2.1559145011416696e-6, 4.4082319099594116e-7, 4.981084057460331e-7, 1.0919636306235e-6]
loss: 8.024662156398073e-6
pde_losses: [2.678592004757759e-9, 1.1442626161312318e-9]
bcs_losses: [3.59851008804937e-6, 2.3812301875096804e-7, 2.1521494642999055e-6, 4.425941742140453e-7, 4.960301672352891e-7, 1.0934323892276065e-6]
loss: 8.01575232519263e-6
pde_losses: [2.2208776586434455e-9, 1.6526158163817613e-9]
bcs_losses: [3.613979864278609e-6, 2.518646957540391e-7, 2.1529046534337876e-6, 4.3929663895823265e-7, 4.893992498161635e-7, 1.0644337294767743e-6]
loss: 8.007760515922165e-6
pde_losses: [7.079452206079791e-10, 1.125720696781898e-9]
bcs_losses: [3.6209442789034685e-6, 2.6207203978110086e-7, 2.143183016378491e-6, 4.411752351266565e-7, 4.822622763309563e-7, 1.056290003484102e-6]
loss: 8.005354187642018e-6
pde_losses: [3.303480259661972e-10, 1.0245924637696334e-9]
bcs_losses: [3.6282411693436103e-6, 2.64470379294628e-7, 2.1433235042336003e-6, 4.4335314562675614e-7, 4.795746973704486e-7, 1.04503635128324e-6]
loss: 8.00439214734234e-6
pde_losses: [2.8143777819001596e-10, 8.989193312939984e-10]
bcs_losses: [3.63146854077958e-6, 2.6843769670780275e-7, 2.1404419076173315e-6, 4.430552813401165e-7, 4.766076196560138e-7, 1.043200744132011e-6]
loss: 8.003785336725253e-6
pde_losses: [2.1461063788877473e-10, 9.420221145811474e-10]
bcs_losses: [3.636558486655389e-6, 2.6769100340792167e-7, 2.1424904298504204e-6, 4.4451520228764236e-7, 4.7318756033871467e-7, 1.0381860214326954e-6]
loss: 8.003068506503558e-6
pde_losses: [3.7443858510551883e-10, 8.986431289330695e-10]
bcs_losses: [3.6384673967270836e-6, 2.6977648983416005e-7, 2.1413041086230302e-6, 4.444847788391475e-7, 4.7193770611128967e-7, 1.0358249446548085e-6]
loss: 8.001452471977094e-6
pde_losses: [5.405488785967856e-10, 6.489130166546493e-10]
bcs_losses: [3.6459810494857375e-6, 2.759772356744313e-7, 2.1417419005905316e-6, 4.430305110946724e-7, 4.682703103449537e-7, 1.0252620028915155e-6]
loss: 7.99829751059243e-6
pde_losses: [1.3798173853475535e-9, 8.231967272172744e-10]
bcs_losses: [3.641885156090099e-6, 2.8258719631884685e-7, 2.1426751655881973e-6, 4.4415090156663937e-7, 4.6631002729378304e-7, 1.0184860496223015e-6]
loss: 7.992664146224553e-6
pde_losses: [1.243599160256181e-9, 9.122280191597157e-10]
bcs_losses: [3.6500747518255975e-6, 2.9547662293485314e-7, 2.1431097636513635e-6, 4.437409869169965e-7, 4.58855230398265e-7, 9.992509633180609e-7]
loss: 7.980015892963938e-6
pde_losses: [2.1485675985293e-9, 7.970610811414896e-10]
bcs_losses: [3.6337954813933874e-6, 3.1029169386335115e-7, 2.154916599160529e-6, 4.4260654758882844e-7, 4.58031623864638e-7, 9.77428318413533e-7]
loss: 7.971103009689404e-6
pde_losses: [4.9109354063469264e-9, 2.451237408720792e-9]
bcs_losses: [3.6037631137775737e-6, 3.1764210820498483e-7, 2.163461799307457e-6, 4.4491559006803065e-7, 4.5903454291401373e-7, 9.749236826022765e-7]
loss: 7.962940782819904e-6
pde_losses: [2.700404485233192e-9, 3.1159035548808783e-9]
bcs_losses: [3.5841172979950372e-6, 3.3305994860900575e-7, 2.174556561018099e-6, 4.4671848922445615e-7, 4.6147055324045133e-7, 9.57201624692739e-7]
loss: 7.955188486508115e-6
pde_losses: [1.7851504410766003e-9, 1.953081383310344e-9]
bcs_losses: [3.555968164154993e-6, 3.353578941342411e-7, 2.17583499816347e-6, 4.4866711412361474e-7, 4.7514372492047516e-7, 9.604783591869341e-7]
loss: 7.947046519062159e-6
pde_losses: [1.1943279736623339e-9, 1.0962591481140404e-9]
bcs_losses: [3.5351970262670357e-6, 3.4958657466895153e-7, 2.1818236077684658e-6, 4.470111558877065e-7, 4.7368053063959035e-7, 9.57457036708633e-7]
loss: 7.94327742106301e-6
pde_losses: [1.8580167512550486e-9, 7.515697616498186e-10]
bcs_losses: [3.5255508137649507e-6, 3.5606053708702535e-7, 2.1768204209205736e-6, 4.5042402986967317e-7, 4.7318117722436086e-7, 9.586308556835224e-7]
loss: 7.938594887570944e-6
pde_losses: [1.7173375041068457e-9, 1.1984937682138556e-9]
bcs_losses: [3.5018476021460647e-6, 3.5790854898408736e-7, 2.184879560135381e-6, 4.52059618755545e-7, 4.752975478681528e-7, 9.636861784093924e-7]
loss: 7.935479639211272e-6
pde_losses: [1.680942660624192e-9, 1.1310216601599706e-9]
bcs_losses: [3.4879844619539837e-6, 3.6474929352152645e-7, 2.1842565045712146e-6, 4.536329555371229e-7, 4.749589066387597e-7, 9.670855526678812e-7]
loss: 7.929803274687394e-6
pde_losses: [1.4512464902230952e-9, 1.986899420893027e-9]
bcs_losses: [3.48013907285858e-6, 3.6742953345382596e-7, 2.177166735628119e-6, 4.569298617482893e-7, 4.731231247592847e-7, 9.715768003281777e-7]
loss: 7.924903845263239e-6
pde_losses: [1.5138855130714828e-9, 1.338160759116446e-9]
bcs_losses: [3.4569185797439305e-6, 3.7174614311200535e-7, 2.1784277217299703e-6, 4.628815233104834e-7, 4.7324158072401976e-7, 9.788362503706407e-7]
loss: 7.920275888046605e-6
pde_losses: [8.291847155753231e-10, 7.787790639330073e-10]
bcs_losses: [3.4570702720420468e-6, 3.700305552743595e-7, 2.1707048472041143e-6, 4.6599730773299864e-7, 4.6832418186189327e-7, 9.865407601516857e-7]
loss: 7.917524716248845e-6
pde_losses: [1.162403712579889e-9, 8.181106979676714e-10]
bcs_losses: [3.45021934242921e-6, 3.682887595059372e-7, 2.164841664494273e-6, 4.690771601296018e-7, 4.6764663325521065e-7, 9.954706420240655e-7]
loss: 7.914263486940817e-6
pde_losses: [1.8931638329650872e-9, 6.870764112441886e-10]
bcs_losses: [3.441352385148024e-6, 3.674910447376685e-7, 2.1624857862442093e-6, 4.6896041165563245e-7, 4.7018465870913715e-7, 1.001208960201935e-6]
loss: 7.911072774827332e-6
pde_losses: [6.988344574054204e-10, 5.761518702042537e-10]
bcs_losses: [3.437090881785455e-6, 3.6619023332337423e-7, 2.150228365272309e-6, 4.732684445711539e-7, 4.7243823961953565e-7, 1.0105816239278942e-6]
loss: 7.908843025106906e-6
pde_losses: [1.5382015448176254e-9, 5.740937168066704e-10]
bcs_losses: [3.4302153319188326e-6, 3.5866117282092943e-7, 2.143211071392605e-6, 4.732871982214879e-7, 4.788491948518025e-7, 1.0225067606396248e-6]
loss: 7.907496103619606e-6
pde_losses: [9.69230184654114e-10, 6.541792267538605e-10]
bcs_losses: [3.4230488477655818e-6, 3.5626455102389843e-7, 2.1422864362484243e-6, 4.751619972344144e-7, 4.818480742949136e-7, 1.0272627876409656e-6]
loss: 7.9064512814559e-6
pde_losses: [7.162170961111996e-10, 7.885411755684127e-10]
bcs_losses: [3.42150545646511e-6, 3.51132577052763e-7, 2.142865002944683e-6, 4.7594077015598975e-7, 4.820481890299931e-7, 1.0314545275356815e-6]
loss: 7.90539915944101e-6
pde_losses: [8.001282908524424e-10, 7.928524820322764e-10]
bcs_losses: [3.4151969098747433e-6, 3.4610386499565933e-7, 2.1389281412973245e-6, 4.803686957729954e-7, 4.841370632024808e-7, 1.0390715035249211e-6]
loss: 7.9045648293238e-6
pde_losses: [7.408468366632767e-10, 8.06894481278885e-10]
bcs_losses: [3.411598157013204e-6, 3.424352736890193e-7, 2.1374654684579305e-6, 4.821991832479698e-7, 4.886942542784642e-7, 1.040624751319269e-6]
loss: 7.90406896957188e-6
pde_losses: [4.698456972479983e-10, 7.240396481062302e-10]
bcs_losses: [3.4070796570273737e-6, 3.4079182667385164e-7, 2.1393330869958536e-6, 4.826241056895178e-7, 4.907880339140198e-7, 1.0422583739259083e-6]
loss: 7.903206993965932e-6
pde_losses: [4.980814303737136e-10, 7.261183245982086e-10]
bcs_losses: [3.4018424783222854e-6, 3.374643285765473e-7, 2.1431663678603963e-6, 4.837959804385403e-7, 4.92982653397525e-7, 1.0427309856156662e-6]
loss: 7.902392772661636e-6
pde_losses: [4.088700768658337e-10, 7.733767712096571e-10]
bcs_losses: [3.3984119191209454e-6, 3.33559695701167e-7, 2.1479709166230202e-6, 4.811601024447587e-7, 4.961375562388078e-7, 1.0439703356848619e-6]
loss: 7.90163694457721e-6
pde_losses: [7.512183694930944e-10, 7.071398796502205e-10]
bcs_losses: [3.3929055652060475e-6, 3.328038715991122e-7, 2.1563313283656617e-6, 4.788047376601035e-7, 4.9552811575702e-7, 1.043804967740123e-6]
loss: 7.900416338308788e-6
pde_losses: [4.126035227373916e-10, 8.773146610899169e-10]
bcs_losses: [3.3847149364209092e-6, 3.302946072428366e-7, 2.163439217236312e-6, 4.767057790315212e-7, 4.991527454122584e-7, 1.0448191347811216e-6]
loss: 7.899551321418508e-6
pde_losses: [9.005148083130986e-10, 6.012604345013053e-10]
bcs_losses: [3.3769293561823497e-6, 3.278289742941196e-7, 2.1668237876474734e-6, 4.77965940845415e-7, 4.998764064629496e-7, 1.0486250807433855e-6]
loss: 7.898498902445689e-6
pde_losses: [7.464458129840062e-10, 5.585550118763635e-10]
bcs_losses: [3.372843361676776e-6, 3.282241674436878e-7, 2.168715837626508e-6, 4.798678454666997e-7, 4.996692715123137e-7, 1.0478734178948426e-6]
loss: 7.897437272488896e-6
pde_losses: [5.035564554213364e-10, 6.660638017496839e-10]
bcs_losses: [3.363418244738329e-6, 3.224728020616822e-7, 2.1709756872418635e-6, 4.841128873010786e-7, 5.017459964421592e-7, 1.0535420344466133e-6]
loss: 7.896126703849752e-6
pde_losses: [9.48488217798157e-10, 9.447980256360482e-10]
bcs_losses: [3.36027700314393e-6, 3.203729310242848e-7, 2.1695719314823513e-6, 4.869599667721307e-7, 5.015066893615006e-7, 1.0555448958221215e-6]
loss: 7.895167671544194e-6
pde_losses: [6.070333466796314e-10, 7.828112435591441e-10]
bcs_losses: [3.3507246527225373e-6, 3.1901204038552454e-7, 2.1705065143106366e-6, 4.903617235504959e-7, 5.045442641848799e-7, 1.0586286317998804e-6]
loss: 7.893568263715334e-6
pde_losses: [5.608621108095539e-10, 6.885901909115191e-10]
bcs_losses: [3.3411195430035147e-6, 3.178907637928674e-7, 2.1741412433547178e-6, 4.935784168669061e-7, 5.033413681418916e-7, 1.0622474762537154e-6]
loss: 7.891587966790387e-6
pde_losses: [7.735116992247429e-10, 7.419366868799886e-10]
bcs_losses: [3.332003494027877e-6, 3.169345245802552e-7, 2.1709476451925308e-6, 4.970660308109404e-7, 5.040093159598247e-7, 1.069111507832855e-6]
loss: 7.888172553664299e-6
pde_losses: [8.81700820908065e-10, 6.763047553159331e-10]
bcs_losses: [3.317289505406615e-6, 3.147977300301451e-7, 2.1797334846926226e-6, 4.956625655518134e-7, 5.039906735041203e-7, 1.0751405889027585e-6]
loss: 7.886361493029148e-6
pde_losses: [2.664865329953909e-9, 1.2602531146625312e-9]
bcs_losses: [3.312048470104794e-6, 3.1606342367172896e-7, 2.184022147203745e-6, 4.923745675343431e-7, 5.014446605798048e-7, 1.0764831054901142e-6]
loss: 7.883162808184034e-6
pde_losses: [1.358326295729698e-9, 9.258501142467474e-10]
bcs_losses: [3.3021858017470792e-6, 3.136151494492459e-7, 2.1885736242233754e-6, 4.940999213760093e-7, 5.005260952127336e-7, 1.0818780397656153e-6]
loss: 7.881260090891981e-6
pde_losses: [8.208092420934467e-10, 8.272207507005653e-10]
bcs_losses: [3.2946423237421767e-6, 3.111732794309762e-7, 2.191915167789341e-6, 4.957540797970586e-7, 5.008814174008707e-7, 1.085245792738763e-6]
loss: 7.877747643652796e-6
pde_losses: [1.0523596226077696e-9, 7.164631260382502e-10]
bcs_losses: [3.2821484388615202e-6, 3.055194136572195e-7, 2.1965171338635986e-6, 5.001351683592831e-7, 5.029511137360812e-7, 1.0887075524264473e-6]
loss: 7.871983912664316e-6
pde_losses: [7.887023082915127e-10, 1.4232691809664293e-9]
bcs_losses: [3.2685118708322774e-6, 2.9679610163515417e-7, 2.2005376962377616e-6, 5.088035896225373e-7, 5.108927389120724e-7, 1.084229943935255e-6]
loss: 7.868556682950923e-6
pde_losses: [8.389931521209276e-10, 9.790056151969593e-10]
bcs_losses: [3.256550917783121e-6, 2.949746179620376e-7, 2.2065412946999487e-6, 5.13119893738949e-7, 5.142065173987057e-7, 1.0813454426008437e-6]
loss: 7.862594356875037e-6
pde_losses: [1.5591650366943587e-9, 2.8698648822620586e-9]
bcs_losses: [3.2400538818411723e-6, 2.916305464765602e-7, 2.215258025224479e-6, 5.175851525624743e-7, 5.194104250503563e-7, 1.0742272958010378e-6]
loss: 7.856970639235148e-6
pde_losses: [2.1938960278557588e-9, 2.295749225455591e-9]
bcs_losses: [3.223421881453337e-6, 2.931256371438557e-7, 2.2214131429852044e-6, 5.174859017538756e-7, 5.246788529967011e-7, 1.0723555776488622e-6]
loss: 7.85276575364783e-6
pde_losses: [1.679413058348877e-9, 1.1698274520262158e-9]
bcs_losses: [3.2093449777759236e-6, 2.9034755259290333e-7, 2.2362071795623542e-6, 5.151733973941555e-7, 5.301914645162744e-7, 1.068651941295845e-6]
loss: 7.843919465402127e-6
pde_losses: [3.322887350840922e-9, 8.550331429668834e-10]
bcs_losses: [3.197512492334064e-6, 2.856942343202462e-7, 2.2401938584333977e-6, 5.156103844618527e-7, 5.341564472403655e-7, 1.0665741281183917e-6]
loss: 7.840080791204059e-6
pde_losses: [3.366031416735705e-9, 5.396762328470227e-10]
bcs_losses: [3.188885639431731e-6, 2.842922435449109e-7, 2.243888039742999e-6, 5.165342438649247e-7, 5.355380743572027e-7, 1.0670368426127067e-6]
loss: 7.829307400113674e-6
pde_losses: [6.237208830856513e-9, 9.975325878712351e-10]
bcs_losses: [3.165993331144733e-6, 2.83124577296807e-7, 2.2511166061304446e-6, 5.154218343605827e-7, 5.413983276175827e-7, 1.0650179821447943e-6]
loss: 7.826703597775753e-6
pde_losses: [5.303391231853845e-9, 1.1606373826715094e-9]
bcs_losses: [3.161174889992414e-6, 2.8217747219693425e-7, 2.2534252498571087e-6, 5.158414268133642e-7, 5.43545474781909e-7, 1.064075055519497e-6]
loss: 7.81751532370311e-6
pde_losses: [4.297616412102532e-9, 1.663871023718403e-9]
bcs_losses: [3.1451095109008383e-6, 2.790056542900556e-7, 2.2605473740493396e-6, 5.176949912538409e-7, 5.493265387283732e-7, 1.059869767044841e-6]
loss: 7.811663890754686e-6
pde_losses: [3.5866151265744166e-9, 1.5922107320731514e-9]
bcs_losses: [3.1358150883444174e-6, 2.765176968742909e-7, 2.2619174614501468e-6, 5.193614336079515e-7, 5.542800674778116e-7, 1.0585933171414197e-6]
loss: 7.802629047109123e-6
pde_losses: [4.018636797286301e-9, 2.793667766630558e-9]
bcs_losses: [3.122969592774264e-6, 2.7350056098201366e-7, 2.265830414039409e-6, 5.227671282195507e-7, 5.574887554974937e-7, 1.0532602910324738e-6]
loss: 7.78579222765911e-6
pde_losses: [8.475645788515554e-9, 2.871987954296962e-9]
bcs_losses: [3.097415692494348e-6, 2.6504343624779813e-7, 2.2614244642956385e-6, 5.313815410346392e-7, 5.715138131079011e-7, 1.0476656467359726e-6]
loss: 7.772755214306955e-6
pde_losses: [6.799602671229569e-9, 8.428605141545383e-9]
bcs_losses: [3.0899079276129214e-6, 2.6250774829310593e-7, 2.2599949418525075e-6, 5.367785098745969e-7, 5.638388199681437e-7, 1.0444990588929054e-6]
loss: 7.752624398658291e-6
pde_losses: [7.914189751227742e-9, 1.1317848704690295e-8]
bcs_losses: [3.0854518760956045e-6, 2.5680990603554675e-7, 2.2405589821344206e-6, 5.485262004966508e-7, 5.576537515163097e-7, 1.0443916439238395e-6]
loss: 7.740929155150905e-6
pde_losses: [7.02879198162589e-9, 1.0972860147142878e-8]
bcs_losses: [3.075667683556822e-6, 2.53730931859568e-7, 2.2384384814822376e-6, 5.535036359609863e-7, 5.579028151221443e-7, 1.0436839550403768e-6]
loss: 7.712718115989162e-6
pde_losses: [4.910661001168126e-9, 6.998276144370754e-9]
bcs_losses: [3.057267067243336e-6, 2.478793320505609e-7, 2.2307892931762315e-6, 5.582985950461907e-7, 5.638108310159466e-7, 1.0427640603113565e-6]
loss: 7.70177878411368e-6
pde_losses: [7.47824818982894e-9, 5.607668092971249e-9]
bcs_losses: [3.0500286793052215e-6, 2.449099329641416e-7, 2.2264417088261215e-6, 5.617217788827066e-7, 5.634574145556107e-7, 1.042133353297076e-6]
loss: 7.68240140463039e-6
pde_losses: [7.171001171797674e-9, 4.0529533811562714e-9]
bcs_losses: [3.0361469406352036e-6, 2.4044628374170845e-7, 2.216022549665268e-6, 5.656846771596483e-7, 5.702598455166473e-7, 1.0426171533589614e-6]
loss: 7.659701075349639e-6
pde_losses: [1.280924511107803e-8, 4.661282639067749e-9]
bcs_losses: [3.0151852975948914e-6, 2.3510788166523515e-7, 2.200057064460822e-6, 5.694191546163625e-7, 5.801426857196252e-7, 1.0423184635425556e-6]
loss: 7.645259352901724e-6
pde_losses: [1.2156633364536467e-8, 3.531755998633391e-9]
bcs_losses: [3.0067784785232366e-6, 2.3083324191659033e-7, 2.190379207640101e-6, 5.749643089118319e-7, 5.851636895647989e-7, 1.0414520369819958e-6]
loss: 7.6252975965457084e-6
pde_losses: [1.0066732048926834e-8, 2.534071406509169e-9]
bcs_losses: [2.9978087808428185e-6, 2.250112748259947e-7, 2.1771980153696085e-6, 5.832441835514388e-7, 5.886696585969418e-7, 1.0407648799034693e-6]
loss: 7.6049845224634486e-6
pde_losses: [1.0454216593535567e-8, 4.426417574788755e-9]
bcs_losses: [2.9804288256671652e-6, 2.1673137677110714e-7, 2.165058884297438e-6, 5.85405856251851e-7, 6.049827310225183e-7, 1.0374962142850436e-6]
loss: 7.580432728907565e-6
pde_losses: [1.1857589539141867e-8, 9.375463318293644e-9]
bcs_losses: [2.9617035146832153e-6, 2.078397321267438e-7, 2.150712069539589e-6, 5.925292512776511e-7, 6.164730749305625e-7, 1.0299420334923686e-6]
loss: 7.547344029295896e-6
pde_losses: [1.1787258466154762e-8, 1.1498248014792325e-8]
bcs_losses: [2.9485912061679197e-6, 1.978245878301462e-7, 2.14810354142353e-6, 5.880359391196519e-7, 6.192960125023702e-7, 1.02220723577133e-6]
loss: 7.522158824661916e-6
pde_losses: [8.835780324211022e-9, 8.786764206755343e-9]
bcs_losses: [2.9352547671256523e-6, 1.9001185839908707e-7, 2.1440730137599366e-6, 5.931864376782677e-7, 6.259236764124744e-7, 1.0160865267555315e-6]
loss: 7.502827915990038e-6
pde_losses: [7.29382561115313e-9, 6.71049118268208e-9]
bcs_losses: [2.926351403044508e-6, 1.8457858223751526e-7, 2.1369887019315643e-6, 5.988633476594918e-7, 6.297841383956118e-7, 1.0122574259275117e-6]
loss: 7.4867046504290785e-6
pde_losses: [7.3419730618277135e-9, 6.1650802755811734e-9]
bcs_losses: [2.9149044744419498e-6, 1.792509811806844e-7, 2.1366604020780506e-6, 6.014093491710562e-7, 6.340947936982463e-7, 1.0068775965216822e-6]
loss: 7.472810136911464e-6
pde_losses: [6.502974448216891e-9, 5.109501311177253e-9]
bcs_losses: [2.9107329033034842e-6, 1.7463424078802455e-7, 2.131052174306805e-6, 6.047710597923458e-7, 6.356763231951103e-7, 1.0043309597663004e-6]
loss: 7.437763881772216e-6
pde_losses: [1.071873332689455e-8, 4.4899228588411175e-9]
bcs_losses: [2.8871721709302545e-6, 1.6261600460388218e-7, 2.1236361951617096e-6, 6.187347565669379e-7, 6.386385203860063e-7, 9.917575779376891e-7]
loss: 7.419828762823787e-6
pde_losses: [1.9099973152659385e-8, 3.791337506241465e-9]
bcs_losses: [2.882550872688961e-6, 1.5452766393778796e-7, 2.121502120395781e-6, 6.209843824055427e-7, 6.302342522660103e-7, 9.87138160470803e-7]
loss: 7.397100837401736e-6
pde_losses: [1.755112251453294e-8, 6.507972972102965e-9]
bcs_losses: [2.8706459056439603e-6, 1.4695763552384357e-7, 2.1230174395378347e-6, 6.284540888937611e-7, 6.267689243322968e-7, 9.77197747983404e-7]
loss: 7.369472131512417e-6
pde_losses: [1.6864242175641512e-8, 5.54292032003004e-9]
bcs_losses: [2.8600855410663937e-6, 1.3601943619257396e-7, 2.1140045224136186e-6, 6.417744100922269e-7, 6.236672438395687e-7, 9.715138154123644e-7]
loss: 7.333018693599478e-6
pde_losses: [1.1589050497522253e-8, 9.937657103657724e-9]
bcs_losses: [2.8572253569222186e-6, 1.2583327808680424e-7, 2.1006958327657705e-6, 6.541271025285012e-7, 6.085545639070126e-7, 9.650558517879902e-7]
loss: 7.3113561895207925e-6
pde_losses: [1.2346392685806866e-8, 1.153593257778847e-8]
bcs_losses: [2.8474404857799846e-6, 1.1878203753568774e-7, 2.0997341961286206e-6, 6.646108246128023e-7, 6.020417519066565e-7, 9.548645682934454e-7]
loss: 7.285221288409504e-6
pde_losses: [1.1458857116360552e-8, 4.7167163791445375e-9]
bcs_losses: [2.82886008180719e-6, 1.1158982617902643e-7, 2.109913952826057e-6, 6.679508444043262e-7, 6.018739404563248e-7, 9.48857069241075e-7]
loss: 7.2601260476714315e-6
pde_losses: [7.764345555248356e-9, 6.40701507468595e-9]
bcs_losses: [2.813459768031095e-6, 1.0432994917733056e-7, 2.0993351563114197e-6, 6.823217170384132e-7, 6.067604241903526e-7, 9.397476722928862e-7]
loss: 7.236521408090868e-6
pde_losses: [5.916534400936679e-9, 1.169225083064585e-8]
bcs_losses: [2.8035591547809843e-6, 9.92293296648145e-8, 2.093943786772977e-6, 6.921448620310522e-7, 6.009255059075139e-7, 9.291099837019438e-7]
loss: 7.214822079649093e-6
pde_losses: [1.1249621411830347e-8, 8.959490288284373e-9]
bcs_losses: [2.7944462664504138e-6, 9.584430050647922e-8, 2.0811324072924227e-6, 7.016785278077389e-7, 5.978622570919778e-7, 9.236492087999452e-7]
loss: 7.19312186576965e-6
pde_losses: [1.36520775328831e-8, 1.3528376256919542e-8]
bcs_losses: [2.777224676614784e-6, 9.377997116518095e-8, 2.0761035242383292e-6, 7.059931064207848e-7, 5.992715276969112e-7, 9.13568605843858e-7]
loss: 7.172934019263406e-6
pde_losses: [1.2205712926529249e-8, 1.2171252527118674e-8]
bcs_losses: [2.7686731696128875e-6, 9.021028842299724e-8, 2.0734980443361067e-6, 7.140150541796866e-7, 5.949716209912163e-7, 9.071888762668641e-7]
loss: 7.1328881465153974e-6
pde_losses: [8.827597160867699e-9, 1.0694699738255844e-8]
bcs_losses: [2.7570175172072333e-6, 8.101117446569389e-8, 2.064524436645132e-6, 7.282830833566028e-7, 5.830881941896799e-7, 8.994414437519318e-7]
loss: 7.123604233440749e-6
pde_losses: [7.925248300642504e-9, 8.63988585204786e-9]
bcs_losses: [2.751321614071819e-6, 7.99713331069457e-8, 2.0625482523677557e-6, 7.352508594569067e-7, 5.819184491123887e-7, 8.960285911722427e-7]
loss: 7.091697969601669e-6
pde_losses: [5.980580921970909e-9, 3.54484059914534e-9]
bcs_losses: [2.726684977471326e-6, 7.846999168478915e-8, 2.0589743570935846e-6, 7.609921541079139e-7, 5.761468076336315e-7, 8.809042600893068e-7]
loss: 7.0762819827141085e-6
pde_losses: [7.760809861088104e-9, 6.597157860415155e-9]
bcs_losses: [2.7097365868256657e-6, 7.528578530335497e-8, 2.052783468477474e-6, 7.769645840817009e-7, 5.721477941600369e-7, 8.750057961443719e-7]
loss: 7.064439248564883e-6
pde_losses: [1.109909481018619e-8, 2.0627513848218815e-9]
bcs_losses: [2.6947095725871702e-6, 7.580155687966114e-8, 2.049217140220496e-6, 7.824745129869763e-7, 5.771990938366287e-7, 8.718755258589414e-7]
loss: 7.047193906910932e-6
pde_losses: [6.819040647898066e-9, 9.317669087953894e-9]
bcs_losses: [2.666301587765216e-6, 7.687949954700163e-8, 2.051814809754323e-6, 8.001288391864766e-7, 5.732166145058328e-7, 8.627158464162305e-7]
loss: 7.034409771226243e-6
pde_losses: [6.7632500336684034e-9, 5.0124672314944e-9]
bcs_losses: [2.650609800590733e-6, 7.572174199233988e-8, 2.0519966306508083e-6, 8.174188849699644e-7, 5.686262261373167e-7, 8.582607696199184e-7]
loss: 7.018709004601253e-6
pde_losses: [2.0505161286613856e-9, 4.98403161991693e-9]
bcs_losses: [2.631185872595828e-6, 7.744022857337888e-8, 2.0509200897477794e-6, 8.292548517868891e-7, 5.729744026702432e-7, 8.498990114785567e-7]
loss: 7.004890262018073e-6
pde_losses: [4.574422982740401e-9, 6.2568996829843006e-9]
bcs_losses: [2.606739982971822e-6, 8.29077031075822e-8, 2.0431893365395334e-6, 8.394765335129398e-7, 5.786024647688357e-7, 8.431429184516346e-7]
loss: 6.993932843246952e-6
pde_losses: [4.8715084414735325e-9, 5.426349097889709e-9]
bcs_losses: [2.5881373547566978e-6, 8.626544670018174e-8, 2.043370209056983e-6, 8.397458352826882e-7, 5.906253471852675e-7, 8.354907927257705e-7]
loss: 6.9850951393615455e-6
pde_losses: [3.972595534936324e-9, 4.163635953887212e-9]
bcs_losses: [2.568609346075684e-6, 9.431411252609067e-8, 2.0358861872621565e-6, 8.526302160736465e-7, 5.992831240395248e-7, 8.262359218956194e-7]
loss: 6.977009739993797e-6
pde_losses: [5.238675674304262e-9, 6.064906119220262e-9]
bcs_losses: [2.5571104641505867e-6, 9.943100030475284e-8, 2.02807882611329e-6, 8.608840457804658e-7, 6.036923632837693e-7, 8.16509458567408e-7]
loss: 6.9696026224976045e-6
pde_losses: [4.873180676083815e-9, 3.973266840979961e-9]
bcs_losses: [2.553947147184798e-6, 1.0460510554729942e-7, 2.0214263204738815e-6, 8.659884343036029e-7, 6.043359843579502e-7, 8.104531831130097e-7]
loss: 6.960238020115954e-6
pde_losses: [1.68019405073254e-9, 2.373130349394796e-9]
bcs_losses: [2.547001488249026e-6, 1.1379275304712895e-7, 2.0157412723237714e-6, 8.731413361410938e-7, 6.107091693469443e-7, 7.957986766078619e-7]
loss: 6.952649891155606e-6
pde_losses: [1.9471674503321833e-9, 3.068530362119798e-9]
bcs_losses: [2.5459534873276165e-6, 1.1430378542130461e-7, 2.009361560561977e-6, 8.752217680512557e-7, 6.137276280182968e-7, 7.890659639627037e-7]
loss: 6.940368889194392e-6
pde_losses: [5.391663960591828e-9, 4.2560469129197285e-9]
bcs_losses: [2.546951704751673e-6, 1.1203093433797098e-7, 1.9965592773807994e-6, 8.871947052316314e-7, 6.11858361905826e-7, 7.761261947129793e-7]
loss: 6.926286337104161e-6
pde_losses: [3.802032928423331e-9, 3.314098204209315e-9]
bcs_losses: [2.54517143166518e-6, 1.1265857005233732e-7, 1.988812056428173e-6, 9.040447555512767e-7, 6.029636332943573e-7, 7.655197589802044e-7]
loss: 6.912453950396413e-6
pde_losses: [3.081173128140158e-9, 3.163158581907901e-9]
bcs_losses: [2.550642062061335e-6, 1.0209603492648022e-7, 1.9744221937746837e-6, 9.116486777938699e-7, 6.059378303450938e-7, 7.614628197849023e-7]
loss: 6.903904802048354e-6
pde_losses: [3.364162988904451e-9, 5.481300791993213e-9]
bcs_losses: [2.5353060038617755e-6, 1.0140837711690392e-7, 1.9664032827821665e-6, 9.30247847396489e-7, 6.097748620273774e-7, 7.519189650827442e-7]
loss: 6.893860999893873e-6
pde_losses: [4.310645840057406e-9, 3.756412752537154e-9]
bcs_losses: [2.5338561514309745e-6, 1.006802794528016e-7, 1.963427379916513e-6, 9.356759481059225e-7, 6.064282406277477e-7, 7.45725941767318e-7]
loss: 6.879856017273139e-6
pde_losses: [5.413301470976402e-9, 5.3944358767277336e-9]
bcs_losses: [2.5099861110414066e-6, 1.0148296052329319e-7, 1.9599541892292533e-6, 9.532160350819213e-7, 6.099305162828793e-7, 7.344784677666822e-7]
loss: 6.866239145827603e-6
pde_losses: [5.427723034692226e-9, 5.560543512061167e-9]
bcs_losses: [2.498201949731233e-6, 1.0478202139751698e-7, 1.942268062049874e-6, 9.718896421645252e-7, 6.133634781213692e-7, 7.247457258163324e-7]
loss: 6.853813233580855e-6
pde_losses: [3.786422747501378e-9, 3.959174070476975e-9]
bcs_losses: [2.50166127967148e-6, 9.909514111211927e-8, 1.9412806108624224e-6, 9.6983049450888e-7, 6.104144903363986e-7, 7.237856202715774e-7]
loss: 6.843757318219311e-6
pde_losses: [5.452147879479753e-9, 4.026253821450626e-9]
bcs_losses: [2.4985465160367685e-6, 1.011189897862616e-7, 1.9376123341841314e-6, 9.82537301085608e-7, 6.010912982993171e-7, 7.133724771262943e-7]
loss: 6.826987233430793e-6
pde_losses: [3.867481509541893e-9, 4.6042685409653735e-9]
bcs_losses: [2.485678101905167e-6, 1.0594421824901626e-7, 1.9346864229933964e-6, 1.0025603314720605e-6, 5.909344385749368e-7, 6.987119701857092e-7]
loss: 6.817202890277389e-6
pde_losses: [4.270040958063278e-9, 2.0366291091745682e-9]
bcs_losses: [2.479117070570944e-6, 1.0153486142189527e-7, 1.9386047248844855e-6, 1.0011235529412934e-6, 5.930310414121915e-7, 6.974849689793423e-7]
loss: 6.809207960538031e-6
pde_losses: [3.1054583857354507e-9, 3.6794946502359284e-9]
bcs_losses: [2.4777194076648474e-6, 9.936319165842834e-8, 1.935959001218864e-6, 1.0064982486364534e-6, 5.880956323722258e-7, 6.947875259512421e-7]
loss: 6.8013202673773756e-6
pde_losses: [2.2464980180997303e-9, 2.78030645646563e-9]
bcs_losses: [2.483971213784891e-6, 1.0084737126591826e-7, 1.935634975150368e-6, 1.0028269845975688e-6, 5.770368537290356e-7, 6.959760643750286e-7]
loss: 6.7920484238952905e-6
pde_losses: [2.3543217045053942e-9, 4.404104866692507e-9]
bcs_losses: [2.4782477272033924e-6, 9.866703892186383e-8, 1.9290195575836537e-6, 1.0169991471625189e-6, 5.702049789423428e-7, 6.921515475103221e-7]
loss: 6.775195374852953e-6
pde_losses: [3.838763109765963e-9, 5.1044734615922945e-9]
bcs_losses: [2.487546929842517e-6, 9.695727703201518e-8, 1.933900769058047e-6, 1.0137654726679154e-6, 5.437585450748872e-7, 6.903231446062126e-7]
loss: 6.7562597510868685e-6
pde_losses: [3.605882526140346e-9, 4.419984018194159e-9]
bcs_losses: [2.494706171621487e-6, 9.89188725805163e-8, 1.9302599399851853e-6, 1.0174025608396313e-6, 5.229604205473599e-7, 6.839859189683534e-7]
loss: 6.743215412838065e-6
pde_losses: [4.492688999404773e-9, 2.5954058918693425e-9]
bcs_losses: [2.5028928220045145e-6, 1.0057877360613669e-7, 1.9281287750566573e-6, 1.0233096624286782e-6, 5.053354419315784e-7, 6.758818429192258e-7]
loss: 6.731201268616019e-6
pde_losses: [4.772732377783921e-9, 4.555560119484677e-9]
bcs_losses: [2.5046805004716893e-6, 1.0941124214424248e-7, 1.9273627452186343e-6, 1.034449071156594e-6, 4.836808066404109e-7, 6.622886104871793e-7]
loss: 6.720123791200302e-6
pde_losses: [3.480700029807593e-9, 3.773657105314755e-9]
bcs_losses: [2.509311813255351e-6, 1.1528902180864218e-7, 1.929404082930458e-6, 1.0312040414169993e-6, 4.6970377075646596e-7, 6.579567038972622e-7]
loss: 6.70804030785781e-6
pde_losses: [3.4620263600335374e-9, 2.6125178251181683e-9]
bcs_losses: [2.5164685844112857e-6, 1.1521337428742402e-7, 1.92476760341149e-6, 1.0385426452406926e-6, 4.531445780558523e-7, 6.538289782659136e-7]
loss: 6.6969400550301835e-6
pde_losses: [2.4651705702778553e-9, 2.5360902682296443e-9]
bcs_losses: [2.523222030569307e-6, 1.1504850479234503e-7, 1.917116960003841e-6, 1.043384337303742e-6, 4.4164644186875526e-7, 6.515205196536863e-7]
loss: 6.691228619510567e-6
pde_losses: [3.440599422518782e-9, 2.670371626486752e-9]
bcs_losses: [2.5243467984314916e-6, 1.1702186308887847e-7, 1.910496734254217e-6, 1.0405214590850038e-6, 4.426179220528195e-7, 6.501128715491519e-7]
loss: 6.685173851771234e-6
pde_losses: [2.838639663536206e-9, 8.398480433966227e-10]
bcs_losses: [2.5262873906982652e-6, 1.2059768143105447e-7, 1.9070204590106543e-6, 1.0419039316667885e-6, 4.37129148693501e-7, 6.485567525640368e-7]
loss: 6.679845304904824e-6
pde_losses: [2.0846395823965967e-9, 1.5620898588657901e-9]
bcs_losses: [2.524348296150383e-6, 1.2623716362635665e-7, 1.9030143226567693e-6, 1.046555283764822e-6, 4.332032588318435e-7, 6.428402504333869e-7]
loss: 6.675585712641951e-6
pde_losses: [1.7794165526065726e-9, 1.648459716979799e-9]
bcs_losses: [2.517276698280062e-6, 1.263404805424678e-7, 1.9006920251317903e-6, 1.0490760298084479e-6, 4.36909017820634e-7, 6.418635847889623e-7]
loss: 6.671799622649575e-6
pde_losses: [1.3400560783093174e-9, 1.8761206575113336e-9]
bcs_losses: [2.510960939543524e-6, 1.2556152593185561e-7, 1.9006642802755717e-6, 1.0565559976568513e-6, 4.352560343102251e-7, 6.395846681957268e-7]
loss: 6.668889481158307e-6
pde_losses: [9.467484289503408e-10, 1.6917572336102393e-9]
bcs_losses: [2.5092825754913895e-6, 1.2193397881797488e-7, 1.9008583572797001e-6, 1.0608195285818877e-6, 4.3371145668301743e-7, 6.396450786417773e-7]
loss: 6.6648598864459144e-6
pde_losses: [9.413758088438824e-10, 2.207314027174707e-9]
bcs_losses: [2.506587693952849e-6, 1.2153002774676401e-7, 1.8962197953231228e-6, 1.0721525669922184e-6, 4.277718129567217e-7, 6.374492996382198e-7]
loss: 6.658919317322538e-6
pde_losses: [1.4245883414473768e-9, 1.8282236589358877e-9]
bcs_losses: [2.5046652694912296e-6, 1.2561228822697168e-7, 1.8949213987462023e-6, 1.0761950394277007e-6, 4.2194143854326804e-7, 6.32331070886782e-7]
loss: 6.656087773683252e-6
pde_losses: [9.858365951870036e-10, 1.7062742063209698e-9]
bcs_losses: [2.5083521396457814e-6, 1.2707578780150108e-7, 1.893829104293887e-6, 1.0783641770149528e-6, 4.158994194337245e-7, 6.29875034691897e-7]
loss: 6.654158781696666e-6
pde_losses: [8.084600883891406e-10, 1.280958075804892e-9]
bcs_losses: [2.5055215736281916e-6, 1.266339331926896e-7, 1.894224715772925e-6, 1.0794748310472368e-6, 4.156264033948687e-7, 6.305879064965597e-7]
loss: 6.6525318553061654e-6
pde_losses: [7.709034482188772e-10, 1.2605141924624132e-9]
bcs_losses: [2.5068832397772975e-6, 1.2665843154810692e-7, 1.893724264244491e-6, 1.0786710210667053e-6, 4.139874714664685e-7, 6.305760095624156e-7]
loss: 6.6507274568774696e-6
pde_losses: [1.1076730574645096e-9, 1.0475504230723915e-9]
bcs_losses: [2.506890285739225e-6, 1.2967708837041733e-7, 1.8941131418810535e-6, 1.0750780607042324e-6, 4.125463620846425e-7, 6.302672946173619e-7]
loss: 6.648626095722711e-6
pde_losses: [1.3045043016116362e-9, 1.2299537072034346e-9]
bcs_losses: [2.5066568489501993e-6, 1.2854513259005582e-7, 1.895107985647513e-6, 1.0716225042572997e-6, 4.132824609062027e-7, 6.30876705362626e-7]
loss: 6.646228359075748e-6
pde_losses: [1.1034404551048016e-9, 1.2466575422828395e-9]
bcs_losses: [2.5073699048507226e-6, 1.2777102044100882e-7, 1.8943561216852962e-6, 1.0722755251927459e-6, 4.103426949368708e-7, 6.317629939717149e-7]
loss: 6.642888596518465e-6
pde_losses: [1.4511767233843681e-9, 1.3735955011658576e-9]
bcs_losses: [2.508624379316273e-6, 1.268289518466015e-7, 1.8927207766550297e-6, 1.0651230888201387e-6, 4.108166587583721e-7, 6.359499688974994e-7]
loss: 6.640231277323593e-6
pde_losses: [1.346926143888615e-9, 1.284179637731825e-9]
bcs_losses: [2.504738896944681e-6, 1.2823465967775552e-7, 1.8920434459179315e-6, 1.0641913921715454e-6, 4.1084024591667656e-7, 6.375515309133823e-7]
loss: 6.638384052887347e-6
pde_losses: [1.020411778033071e-9, 1.5901217206045027e-9]
bcs_losses: [2.5015455843214124e-6, 1.2906188753881027e-7, 1.8927763567432698e-6, 1.0611007244445104e-6, 4.122431693938836e-7, 6.390457969468222e-7]
loss: 6.636353077755291e-6
pde_losses: [8.921155397513402e-10, 1.5605278821131353e-9]
bcs_losses: [2.496031561536216e-6, 1.3273485237925879e-7, 1.8935991211502305e-6, 1.0619838221056423e-6, 4.103697253294797e-7, 6.391813518326002e-7]
loss: 6.634429708459346e-6
pde_losses: [9.478727368800724e-10, 1.1039886977980426e-9]
bcs_losses: [2.4919889150536965e-6, 1.3854149153429804e-7, 1.8921851913521423e-6, 1.0611870926139624e-6, 4.1028555451445893e-7, 6.381896019561091e-7]
loss: 6.632945107653562e-6
pde_losses: [4.815325085040636e-10, 1.4209274176734315e-9]
bcs_losses: [2.4864383080925084e-6, 1.4358071558842142e-7, 1.892892243933089e-6, 1.0607338381245922e-6, 4.110245846353544e-7, 6.36372957353419e-7]
loss: 6.631391293851458e-6
pde_losses: [7.613444590027478e-10, 1.7795831839442268e-9]
bcs_losses: [2.4780798120604736e-6, 1.476350504127085e-7, 1.8956777719390799e-6, 1.063124780019636e-6, 4.1394464571408766e-7, 6.303883060625261e-7]
loss: 6.629293520472691e-6
pde_losses: [8.854556214949639e-10, 1.1379731684552115e-9]
bcs_losses: [2.469554080589355e-6, 1.5131359583356495e-7, 1.8983996794658214e-6, 1.06629823415196e-6, 4.134951372352036e-7, 6.282093644068361e-7]
loss: 6.627664041245404e-6
pde_losses: [7.586035188257226e-10, 1.03004783289398e-9]
bcs_losses: [2.466563314879825e-6, 1.519315528689262e-7, 1.8997360101757474e-6, 1.066798940429533e-6, 4.1294689642154306e-7, 6.278986751181094e-7]
loss: 6.626166527296078e-6
pde_losses: [6.094315615953951e-10, 8.336366265708181e-10]
bcs_losses: [2.464949913458741e-6, 1.480181279215516e-7, 1.8999701447204978e-6, 1.0683709968042995e-6, 4.12344332363748e-7, 6.310699438390751e-7]
loss: 6.62496091977968e-6
pde_losses: [1.0643123638719925e-9, 9.849630697537627e-10]
bcs_losses: [2.4662413001476985e-6, 1.4619438902918375e-7, 1.8982581387904347e-6, 1.0672890295190654e-6, 4.124670016699547e-7, 6.324617851897158e-7]
loss: 6.623775600477219e-6
pde_losses: [8.675320395094109e-10, 7.803784295040193e-10]
bcs_losses: [2.4675817668498375e-6, 1.454470521062749e-7, 1.8989160063907058e-6, 1.0665940072679934e-6, 4.100332342576103e-7, 6.335556231357826e-7]
loss: 6.622724914663195e-6
pde_losses: [1.0681119610730363e-9, 9.73494819316637e-10]
bcs_losses: [2.4671597945716192e-6, 1.430762240293547e-7, 1.8974874410611616e-6, 1.068279133753639e-6, 4.0996085936416826e-7, 6.347198551028628e-7]
loss: 6.621235991910762e-6
pde_losses: [8.461494729892144e-10, 7.853422466503737e-10]
bcs_losses: [2.460881166483393e-6, 1.436281730759706e-7, 1.898599295731133e-6, 1.0689361818304331e-6, 4.1131581981106145e-7, 6.362438632591318e-7]
loss: 6.618965045695297e-6
pde_losses: [1.366179781414008e-9, 1.4871312649092616e-9]
bcs_losses: [2.4600352117265494e-6, 1.4504316434660416e-7, 1.8969632065192555e-6, 1.0684623593609097e-6, 4.1145048471121074e-7, 6.341573079844444e-7]
loss: 6.614291196270506e-6
pde_losses: [1.394299136201822e-9, 1.5596304717914773e-9]
bcs_losses: [2.4526405825621716e-6, 1.4986015709393488e-7, 1.8920741662478625e-6, 1.0714939243079276e-6, 4.1043094296057335e-7, 6.348374934900435e-7]
loss: 6.604337617889186e-6
pde_losses: [2.5908397207966652e-9, 3.0632509883537603e-9]
bcs_losses: [2.445768339146728e-6, 1.525319527445418e-7, 1.8728033992131288e-6, 1.0768912752930897e-6, 4.1419513685408754e-7, 6.364934239284603e-7]
loss: 6.595199491986131e-6
pde_losses: [2.2146150576479556e-9, 1.5326630609823429e-9]
bcs_losses: [2.44211567025765e-6, 1.5918467761778348e-7, 1.8553239875376895e-6, 1.0912016316163079e-6, 4.129417138743414e-7, 6.306845329637297e-7]
loss: 6.58862557568165e-6
pde_losses: [1.7061176871950235e-9, 1.7800361342164958e-9]
bcs_losses: [2.4406087695849494e-6, 1.577571212877069e-7, 1.8462660629456097e-6, 1.1000831969462725e-6, 4.1438585268373535e-7, 6.260384184119643e-7]
loss: 6.585045150937075e-6
pde_losses: [4.101772845487416e-10, 2.162814153060815e-9]
bcs_losses: [2.439595258470321e-6, 1.5659123766143587e-7, 1.8394874101169297e-6, 1.1054709666228201e-6, 4.1353188946567764e-7, 6.277953971622816e-7]
loss: 6.58271985484295e-6
pde_losses: [2.2678262724430013e-10, 1.3391093597897193e-9]
bcs_losses: [2.4394374146244025e-6, 1.5434664563170143e-7, 1.8357071463310016e-6, 1.1147508610855487e-6, 4.126063255511449e-7, 6.243055696321168e-7]
loss: 6.581751200223391e-6
pde_losses: [4.687890354237037e-10, 1.0235153778887823e-9]
bcs_losses: [2.4371606051472942e-6, 1.5549832470210105e-7, 1.8337966775518528e-6, 1.1165356311219291e-6, 4.135072202019233e-7, 6.237604370849778e-7]
loss: 6.5805306387695645e-6
pde_losses: [3.890794065268316e-10, 1.0248576732641782e-9]
bcs_losses: [2.441404933654267e-6, 1.551394798516168e-7, 1.8326821958632898e-6, 1.1140898704826463e-6, 4.115737247980811e-7, 6.24226497039873e-7]
loss: 6.578551262967447e-6
pde_losses: [7.797261701961652e-10, 7.360054141530969e-10]
bcs_losses: [2.4426115372088452e-6, 1.56068511836236e-7, 1.8321506419668525e-6, 1.111576824859854e-6, 4.107547408179045e-7, 6.238732746934065e-7]
loss: 6.575466926875227e-6
pde_losses: [7.199252441530884e-10, 1.5125790281403507e-9]
bcs_losses: [2.4472993621957072e-6, 1.5340961796351267e-7, 1.8251623290488966e-6, 1.1166719351914013e-6, 4.064467533198388e-7, 6.242444248835776e-7]
loss: 6.568032718505028e-6
pde_losses: [2.3278480854490578e-9, 4.175984102105124e-9]
bcs_losses: [2.460377510212624e-6, 1.5293699219319068e-7, 1.823770010437919e-6, 1.1080481467515696e-6, 3.91340548662888e-7, 6.250556780592826e-7]
loss: 6.561809909861832e-6
pde_losses: [2.546248570125459e-9, 2.824889490989197e-9]
bcs_losses: [2.4645938928601115e-6, 1.6049030161728763e-7, 1.815530411071939e-6, 1.1101091359729772e-6, 3.826365028823737e-7, 6.230785273960282e-7]
loss: 6.550155789002381e-6
pde_losses: [2.1747833311593544e-9, 2.6325852861164245e-9]
bcs_losses: [2.4648674775248377e-6, 1.7787669368431916e-7, 1.812231326519285e-6, 1.1093102821681614e-6, 3.7436366660146315e-7, 6.066989738870385e-7]
loss: 6.539035215811787e-6
pde_losses: [1.5794512276638607e-9, 1.7470885531583805e-9]
bcs_losses: [2.481289827347501e-6, 1.896286075150957e-7, 1.805564878867371e-6, 1.1070710588031922e-6, 3.619286646174788e-7, 5.902256388803267e-7]
loss: 6.524264154145475e-6
pde_losses: [3.726112897731914e-9, 4.550625813936331e-9]
bcs_losses: [2.4934645159526246e-6, 1.9554013849882635e-7, 1.8017054767348231e-6, 1.1020919934314446e-6, 3.553714749473612e-7, 5.678138158687266e-7]
loss: 6.51890774496985e-6
pde_losses: [3.122175361852291e-9, 4.609627615836282e-9]
bcs_losses: [2.499728427549665e-6, 1.9987022918788545e-7, 1.7963115227017214e-6, 1.1026906611105286e-6, 3.5237805106221087e-7, 5.601970503801507e-7]
loss: 6.5051573023550875e-6
pde_losses: [4.414621587596656e-9, 7.041242537250584e-9]
bcs_losses: [2.515194088942546e-6, 2.121799379730632e-7, 1.778957402593913e-6, 1.1029208181259629e-6, 3.4825875426911476e-7, 5.3619043632564e-7]
loss: 6.496392823996334e-6
pde_losses: [4.777992133751765e-9, 3.968542974598866e-9]
bcs_losses: [2.5261913673785197e-6, 2.1556247410256852e-7, 1.77195889622967e-6, 1.1008287518809722e-6, 3.4480195875773913e-7, 5.283028405385137e-7]
loss: 6.480760011580819e-6
pde_losses: [2.01453210372397e-9, 3.023174809777121e-9]
bcs_losses: [2.5381054704660875e-6, 2.117202679598245e-7, 1.7598030574228812e-6, 1.0988296189051481e-6, 3.473125666822784e-7, 5.199513232310978e-7]
loss: 6.473028258607484e-6
pde_losses: [2.0845645315350075e-9, 3.1082758176613453e-9]
bcs_losses: [2.5562159247949454e-6, 2.1226758824376303e-7, 1.7467855785953127e-6, 1.10195998240907e-6, 3.4434151926998723e-7, 5.062648249452087e-7]
loss: 6.465085867942734e-6
pde_losses: [1.9503237431641078e-9, 2.5040947382540813e-9]
bcs_losses: [2.566416456734196e-6, 2.175233518975452e-7, 1.7329201425480284e-6, 1.104000521389006e-6, 3.4570908610612053e-7, 4.940618907864198e-7]
loss: 6.462752078048017e-6
pde_losses: [7.949907037714336e-10, 2.2509020487398958e-9]
bcs_losses: [2.574512516697518e-6, 2.1711560427771216e-7, 1.7295460170062078e-6, 1.1035827845017905e-6, 3.450104278200899e-7, 4.899388349921868e-7]
loss: 6.459743483135389e-6
pde_losses: [1.0541701424928418e-9, 2.73627164150245e-9]
bcs_losses: [2.580213011646238e-6, 2.1264413393440399e-7, 1.724125153309999e-6, 1.1049755606284693e-6, 3.4448680831457363e-7, 4.895083735177102e-7]
loss: 6.4576844007500665e-6
pde_losses: [8.068184745037586e-10, 2.569430877474565e-9]
bcs_losses: [2.5862922566149844e-6, 2.1466063377420986e-7, 1.7171313277440444e-6, 1.1087764365864544e-6, 3.424691529829595e-7, 4.849783436954364e-7]
loss: 6.453991743444182e-6
pde_losses: [1.3695413365511217e-9, 2.597120269249296e-9]
bcs_losses: [2.5995786946134006e-6, 2.1411165086971152e-7, 1.7073560692285377e-6, 1.1080570614584661e-6, 3.381315603175045e-7, 4.827900453507615e-7]
loss: 6.449392611568861e-6
pde_losses: [7.259066631920266e-10, 3.994391833956408e-9]
bcs_losses: [2.61451979088193e-6, 2.1448632485980373e-7, 1.6965687870108602e-6, 1.109225287247334e-6, 3.331566689374701e-7, 4.767154541343149e-7]
loss: 6.443935977699339e-6
pde_losses: [1.4550109491492448e-9, 4.940324258937602e-9]
bcs_losses: [2.62660117620186e-6, 2.0687441127465796e-7, 1.6881977053305254e-6, 1.1158387706958594e-6, 3.2687680163836735e-7, 4.731517773499823e-7]
loss: 6.4357192045654485e-6
pde_losses: [1.8018531590571958e-9, 4.54660991795076e-9]
bcs_losses: [2.6477333429622973e-6, 2.0376830447900573e-7, 1.6774525695763392e-6, 1.1124733220828222e-6, 3.180751757473858e-7, 4.6986802664059026e-7]
loss: 6.4275262168260775e-6
pde_losses: [3.0117121124140578e-9, 3.667151292206381e-9]
bcs_losses: [2.658336498271576e-6, 2.01027403901564e-7, 1.6756010221948894e-6, 1.1010124745778205e-6, 3.130201761286677e-7, 4.7184977834693963e-7]
loss: 6.422998661254749e-6
pde_losses: [1.8569035188974826e-9, 3.815719916256071e-9]
bcs_losses: [2.6737704286698396e-6, 1.9632904676529699e-7, 1.6686921267194861e-6, 1.0983954911602413e-6, 3.103087230644239e-7, 4.6983022144030676e-7]
loss: 6.4149621718408366e-6
pde_losses: [2.616829399205455e-9, 4.9913879820835825e-9]
bcs_losses: [2.6815221249725546e-6, 1.793437508815884e-7, 1.6669987699597738e-6, 1.0916013222035617e-6, 3.106619490072303e-7, 4.772260374348383e-7]
loss: 6.4084745791861625e-6
pde_losses: [1.705288684882894e-9, 3.794079794670348e-9]
bcs_losses: [2.6980103509904736e-6, 1.7212126445214342e-7, 1.6681563002049564e-6, 1.0809677351457234e-6, 3.074029169890145e-7, 4.7631664292429814e-7]
loss: 6.398667225529266e-6
pde_losses: [2.1686249752755014e-9, 4.611263922722786e-9]
bcs_losses: [2.7171140941430947e-6, 1.6130667446614906e-7, 1.6652679941099268e-6, 1.0623367579430342e-6, 3.046059130382794e-7, 4.812559029307836e-7]
loss: 6.388361124947594e-6
pde_losses: [5.042437560563419e-9, 2.3687584296383945e-9]
bcs_losses: [2.718238469154687e-6, 1.5096647414388046e-7, 1.6695086842717083e-6, 1.0497125453705885e-6, 3.049515210370385e-7, 4.875722349794891e-7]
loss: 6.379505955103194e-6
pde_losses: [2.7306969252258806e-9, 2.7858884962327078e-9]
bcs_losses: [2.7395823701228395e-6, 1.382848686161676e-7, 1.6618862352184746e-6, 1.040589070984491e-6, 2.996883713160442e-7, 4.93958453423718e-7]
loss: 6.365960435247876e-6
pde_losses: [2.790155426770332e-9, 4.010134444332341e-9]
bcs_losses: [2.7459169622980185e-6, 1.1832165919457906e-7, 1.658857286077335e-6, 1.031607856920304e-6, 2.981451768506387e-7, 5.06311204035898e-7]
loss: 6.3546239941223096e-6
pde_losses: [1.9458608269268035e-9, 1.4077323053423573e-9]
bcs_losses: [2.7355448662490995e-6, 1.0493115015107072e-7, 1.6605753657191828e-6, 1.0362233243562896e-6, 3.039205386544506e-7, 5.100751558599469e-7]
loss: 6.346407229757529e-6
pde_losses: [2.482951615900642e-9, 2.3291808044914384e-9]
bcs_losses: [2.726295694902196e-6, 9.257506559582189e-8, 1.6650715686299417e-6, 1.0281351193081522e-6, 3.098124298304517e-7, 5.197052190705745e-7]
loss: 6.34078761129266e-6
pde_losses: [2.3793237953951194e-9, 1.856514281816655e-9]
bcs_losses: [2.7278838486732057e-6, 8.6075417226908e-8, 1.6612004884530914e-6, 1.0241968473272495e-6, 3.138290140898033e-7, 5.233661574451911e-7]
loss: 6.336141013126556e-6
pde_losses: [2.0855376302422136e-9, 1.6606121470979706e-9]
bcs_losses: [2.717521552006473e-6, 8.800965000370411e-8, 1.6603247113630982e-6, 1.0242664987616377e-6, 3.200775014879839e-7, 5.221949497263187e-7]
loss: 6.33243980410711e-6
pde_losses: [9.838574461082715e-10, 1.1315236671944164e-9]
bcs_losses: [2.715460031515842e-6, 8.440204674638109e-8, 1.66042186286602e-6, 1.0170407220283592e-6, 3.2478286347477026e-7, 5.28216896362435e-7]
loss: 6.330642679857042e-6
pde_losses: [6.510188463812823e-10, 1.0438662956057106e-9]
bcs_losses: [2.7133476883418812e-6, 8.629056876220659e-8, 1.6612534322921401e-6, 1.0118998771664662e-6, 3.271425538744158e-7, 5.290136742779444e-7]
loss: 6.329447158038709e-6
pde_losses: [2.9931381449278175e-10, 8.884106765501509e-10]
bcs_losses: [2.7099559185613362e-6, 8.791579716643983e-8, 1.6632504169900794e-6, 1.0086808687830424e-6, 3.2814060680634434e-7, 5.303158252404232e-7]
loss: 6.328199659525596e-6
pde_losses: [1.4158226061270168e-10, 9.068630587151982e-10]
bcs_losses: [2.7072710011331617e-6, 8.788227255148638e-8, 1.6660560238234129e-6, 1.006720493988476e-6, 3.283035212584894e-7, 5.309179014512411e-7]
loss: 6.327121618146385e-6
pde_losses: [4.455387557114674e-10, 1.2184360585299038e-9]
bcs_losses: [2.7060102665725877e-6, 8.683345250674594e-8, 1.669232881225654e-6, 1.0028571543388532e-6, 3.271217567328765e-7, 5.334021319554267e-7]
loss: 6.325806531934705e-6
pde_losses: [6.911711592245148e-10, 1.116705617610641e-9]
bcs_losses: [2.7034060332138568e-6, 8.578511120225269e-8, 1.6710926962053955e-6, 9.994515957018407e-7, 3.283137542496773e-7, 5.359494645848473e-7]
loss: 6.323996130923668e-6
pde_losses: [9.453653726997592e-10, 7.019659865660232e-10]
bcs_losses: [2.701047290134599e-6, 8.350439452928408e-8, 1.674444471642526e-6, 9.94444139486341e-7, 3.284879093885009e-7, 5.404205943831514e-7]
loss: 6.321075996340271e-6
pde_losses: [1.165357097525952e-9, 8.965696813978558e-10]
bcs_losses: [2.6998537654634076e-6, 8.283067658233764e-8, 1.6786144986898577e-6, 9.873532834437221e-7, 3.282874011923438e-7, 5.420744441896782e-7]
loss: 6.316688505349001e-6
pde_losses: [1.283112531265482e-9, 1.3775974108636276e-9]
bcs_losses: [2.69046250973948e-6, 8.154350773505265e-8, 1.6889324381326028e-6, 9.76432974979553e-7, 3.3053270374769683e-7, 5.461236610724864e-7]
loss: 6.30959035767051e-6
pde_losses: [1.5131734018554748e-9, 1.3369097314210956e-9]
bcs_losses: [2.6835866143790387e-6, 8.849853269772698e-8, 1.6972441106488837e-6, 9.583859220635437e-7, 3.3632848540810974e-7, 5.426966093399298e-7]
loss: 6.303677514597174e-6
pde_losses: [1.3569762025952505e-9, 2.400204950732952e-9]
bcs_losses: [2.6874947240874655e-6, 8.725399480071544e-8, 1.7041022144486415e-6, 9.458150665224142e-7, 3.346705379693338e-7, 5.405837956152754e-7]
loss: 6.298781543161128e-6
pde_losses: [1.0259447757456493e-9, 1.9885814101293665e-9]
bcs_losses: [2.6840864650507853e-6, 8.266147423794962e-8, 1.7086783021085971e-6, 9.381494050274217e-7, 3.4093151317147457e-7, 5.412598573790241e-7]
loss: 6.293145738658085e-6
pde_losses: [1.187328551402752e-9, 1.8991609756502787e-9]
bcs_losses: [2.693775833018111e-6, 8.586464261519738e-8, 1.7119633975035596e-6, 9.28820140795987e-7, 3.3756609415905446e-7, 5.320691410391224e-7]
loss: 6.2863739034747556e-6
pde_losses: [2.241856453155346e-9, 1.5688413384105378e-9]
bcs_losses: [2.69856210820905e-6, 8.256513695035293e-8, 1.7156576451639427e-6, 9.060373954803199e-7, 3.4277138362370517e-7, 5.369695362558191e-7]
loss: 6.277385807054977e-6
pde_losses: [2.1822762424118724e-9, 1.6676293131754494e-9]
bcs_losses: [2.7141057676728536e-6, 8.558816781346736e-8, 1.7132873886524629e-6, 8.866577640276757e-7, 3.378605049080107e-7, 5.360363084249192e-7]
loss: 6.2718912604426985e-6
pde_losses: [1.29970852824587e-9, 2.816538391062804e-9]
bcs_losses: [2.7176648659792977e-6, 8.362541468390356e-8, 1.7178417246009187e-6, 8.670585881214542e-7, 3.4136030765695874e-7, 5.402241124808572e-7]
loss: 6.26870992595401e-6
pde_losses: [8.478469590815853e-10, 1.563110588383061e-9]
bcs_losses: [2.7153478994491776e-6, 8.492800456235714e-8, 1.7200305519146478e-6, 8.636547930129488e-7, 3.3997566886294484e-7, 5.423620506044686e-7]
loss: 6.265880061475278e-6
pde_losses: [5.321673743750154e-10, 1.8255318170849204e-9]
bcs_losses: [2.7243932368615673e-6, 8.431071385633301e-8, 1.7170269664974275e-6, 8.579287487793057e-7, 3.3654696781334114e-7, 5.433157284758437e-7]
loss: 6.263109105166882e-6
pde_losses: [6.667994073118698e-10, 1.836286264682697e-9]
bcs_losses: [2.730044296405079e-6, 8.246649584789688e-8, 1.7245120538453403e-6, 8.401550180867462e-7, 3.330375972273697e-7, 5.503905580824549e-7]
loss: 6.259814918282142e-6
pde_losses: [5.229470339897719e-10, 1.1321363819084709e-9]
bcs_losses: [2.7307863937870023e-6, 7.867510395415297e-8, 1.7251349612399167e-6, 8.381541632399256e-7, 3.297228415212265e-7, 5.556863711240196e-7]
loss: 6.256992881144437e-6
pde_losses: [2.23602183080819e-10, 1.1757085198152168e-9]
bcs_losses: [2.7361035337982e-6, 7.192515576712773e-8, 1.7248585327609546e-6, 8.281260100928766e-7, 3.300477411662679e-7, 5.645325968561152e-7]
loss: 6.254073758207064e-6
pde_losses: [5.857185675051789e-10, 2.708527971577178e-9]
bcs_losses: [2.7383356282332464e-6, 6.821515480594899e-8, 1.7248999529003999e-6, 8.17849663912624e-7, 3.332774941090853e-7, 5.682016177066774e-7]
loss: 6.250029006004037e-6
pde_losses: [7.051309533585837e-10, 2.219943712172268e-9]
bcs_losses: [2.7396511813531865e-6, 6.541899579606182e-8, 1.7272546357204094e-6, 8.067492712667581e-7, 3.360523053685221e-7, 5.719775418335668e-7]
loss: 6.245225728992392e-6
pde_losses: [7.825896947951242e-10, 1.933520586004659e-9]
bcs_losses: [2.746678313972331e-6, 6.765036125926561e-8, 1.7242506695827028e-6, 7.968370738112469e-7, 3.408141540871896e-7, 5.662790459988559e-7]
loss: 6.241102129647591e-6
pde_losses: [6.734217615266208e-10, 1.7905614231542628e-9]
bcs_losses: [2.7597957563597464e-6, 6.432142193288208e-8, 1.720653611925875e-6, 7.874796288597322e-7, 3.407940148158389e-7, 5.655937125688357e-7]
loss: 6.238175890554449e-6
pde_losses: [7.554581566519195e-10, 1.6997079666910999e-9]
bcs_losses: [2.766384125746283e-6, 6.506228842472129e-8, 1.716537485226641e-6, 7.887006236811864e-7, 3.3957535812050295e-7, 5.594608432317713e-7]
loss: 6.235869879973143e-6
pde_losses: [7.56915407132777e-10, 1.0592407232032417e-9]
bcs_losses: [2.7768647397022993e-6, 6.434162628507204e-8, 1.7164700335588868e-6, 7.76366325415069e-7, 3.390551331848278e-7, 5.60955865696652e-7]
loss: 6.233995487479805e-6
pde_losses: [3.4533079873500746e-10, 1.3078605488180934e-9]
bcs_losses: [2.78226066313612e-6, 6.597012352227301e-8, 1.713251793958141e-6, 7.773078127051633e-7, 3.3627962983660366e-7, 5.572722729739508e-7]
loss: 6.232668037211928e-6
pde_losses: [2.937015122507403e-10, 1.1378879662098069e-9]
bcs_losses: [2.7841915877195698e-6, 6.585174203282081e-8, 1.7179576537258517e-6, 7.702411290980615e-7, 3.3523676141892156e-7, 5.577575737382418e-7]
loss: 6.231490737177887e-6
pde_losses: [2.744542548025211e-10, 7.282709481967104e-10]
bcs_losses: [2.7841034900334425e-6, 6.407384952367492e-8, 1.7199396991849756e-6, 7.68283828967863e-7, 3.348418708219988e-7, 5.592452734429332e-7]
loss: 6.230624358704778e-6
pde_losses: [2.438411427693373e-10, 6.832854057529681e-10]
bcs_losses: [2.785253844121083e-6, 6.225452915901104e-8, 1.7210802901883393e-6, 7.655216542000049e-7, 3.3471972969548615e-7, 5.608671847923302e-7]
loss: 6.22992642219334e-6
pde_losses: [2.0471969177176042e-10, 7.418170114349891e-10]
bcs_losses: [2.784560575167977e-6, 6.096397826573925e-8, 1.7201132890459582e-6, 7.647844308461005e-7, 3.3755172846926803e-7, 5.610058836950901e-7]
loss: 6.2295358432742235e-6
pde_losses: [2.8573008036022237e-10, 8.119287731843175e-10]
bcs_losses: [2.782049174429411e-6, 6.081315728626241e-8, 1.7200189980746703e-6, 7.658278802884498e-7, 3.3713968740449115e-7, 5.625892869373933e-7]
loss: 6.228672881597047e-6
pde_losses: [3.4526899940228625e-10, 8.480711348154341e-10]
bcs_losses: [2.783862972988204e-6, 6.168865390215752e-8, 1.7196184726493313e-6, 7.648255560688391e-7, 3.3575749677072926e-7, 5.617263890835683e-7]
loss: 6.227391372052705e-6
pde_losses: [3.7501597816872515e-10, 8.684753373525744e-10]
bcs_losses: [2.7803999242468227e-6, 6.231028317621054e-8, 1.7178800017515644e-6, 7.675644910608476e-7, 3.351557574226705e-7, 5.62837423079069e-7]
loss: 6.224182753749241e-6
pde_losses: [8.410712026461481e-10, 8.976650067231023e-10]
bcs_losses: [2.78518251480054e-6, 5.99829832692376e-8, 1.7067848559832334e-6, 7.772187563754301e-7, 3.298129371592187e-7, 5.634619699522127e-7]
loss: 6.218910274568352e-6
pde_losses: [1.0864584869718416e-9, 1.2368171504463049e-9]
bcs_losses: [2.7963699582047894e-6, 5.830116682819821e-8, 1.6941533244902484e-6, 7.802599056419471e-7, 3.234450365303756e-7, 5.640576072353755e-7]
loss: 6.211110540078599e-6
pde_losses: [1.7813828128848102e-9, 2.6494594913219116e-9]
bcs_losses: [2.7950084237961856e-6, 6.057069319898737e-8, 1.6894197508241852e-6, 7.731266970992588e-7, 3.1907980279081266e-7, 5.694743300649627e-7]
loss: 6.198805524947911e-6
pde_losses: [3.1252718513146945e-9, 3.6477792302940074e-9]
bcs_losses: [2.800747277060187e-6, 6.768166177392584e-8, 1.6818903583159241e-6, 7.500797564262608e-7, 3.160317873292247e-7, 5.756016329607805e-7]
loss: 6.1882094255905786e-6
pde_losses: [1.6923718317140221e-9, 3.5251901590592564e-9]
bcs_losses: [2.79885731092034e-6, 7.534983388000934e-8, 1.6757241962472627e-6, 7.352857913700682e-7, 3.153671029607278e-7, 5.82407628221397e-7]
loss: 6.183382463701727e-6
pde_losses: [1.5962832272842115e-9, 9.70138682588584e-10]
bcs_losses: [2.7984417061719448e-6, 7.915241607475714e-8, 1.6756612694463894e-6, 7.265388399058696e-7, 3.1809010609243906e-7, 5.829317041004557e-7]
loss: 6.177827557394437e-6
pde_losses: [1.4051901245641313e-9, 1.4493632837034737e-9]
bcs_losses: [2.796201505511241e-6, 8.215518380722874e-8, 1.6691782962008837e-6, 7.225344241083156e-7, 3.180784459909675e-7, 5.868251483675331e-7]
loss: 6.172898142793219e-6
pde_losses: [1.27971138029956e-9, 1.5933170685129423e-9]
bcs_losses: [2.7847043956775693e-6, 7.967217995828883e-8, 1.6691850400589825e-6, 7.165478146663131e-7, 3.210755208699652e-7, 5.988401631132877e-7]
loss: 6.1678155807162365e-6
pde_losses: [7.015474708273269e-10, 7.417048208941194e-10]
bcs_losses: [2.786862416348547e-6, 8.379818699919661e-8, 1.6667515978612196e-6, 7.026857383888795e-7, 3.209562208896566e-7, 6.053181679370161e-7]
loss: 6.163593047753431e-6
pde_losses: [3.331993113677724e-10, 1.3263952240666998e-9]
bcs_losses: [2.7825888120944e-6, 8.677890825438908e-8, 1.6656830469873972e-6, 6.916984527155492e-7, 3.198688241457866e-7, 6.153154090204746e-7]
loss: 6.158296282364308e-6
pde_losses: [1.4311695206500178e-9, 2.0447913880124448e-9]
bcs_losses: [2.7727062274778523e-6, 8.732957499631722e-8, 1.6641333752849094e-6, 6.789803621013403e-7, 3.200423074537846e-7, 6.316284741414412e-7]
loss: 6.152213850309014e-6
pde_losses: [2.0534136016466533e-9, 1.2563236738772392e-9]
bcs_losses: [2.7642291934992667e-6, 9.382625658982074e-8, 1.6662034677123274e-6, 6.64433721182099e-7, 3.1934258543261896e-7, 6.408688886173569e-7]
loss: 6.147340745541092e-6
pde_losses: [1.0999533149410755e-9, 1.8172520583159424e-9]
bcs_losses: [2.7536872549674706e-6, 1.0012590358005369e-7, 1.6625416131034876e-6, 6.637468886204577e-7, 3.174786651104205e-7, 6.46843214785945e-7]
loss: 6.143709865016412e-6
pde_losses: [1.3235843124577387e-9, 1.7685385848892866e-9]
bcs_losses: [2.746992547344403e-6, 9.945082186166618e-8, 1.6641341935112957e-6, 6.634482843556274e-7, 3.1675204345331586e-7, 6.498398515927573e-7]
loss: 6.138302894678042e-6
pde_losses: [1.3354932319800562e-9, 1.2519341982916044e-9]
bcs_losses: [2.739124326218411e-6, 1.0360390528263863e-7, 1.661972224354023e-6, 6.53704421482678e-7, 3.1651875831821204e-7, 6.607918315918073e-7]
loss: 6.134164086114316e-6
pde_losses: [9.317389998692637e-10, 1.9389355283905825e-9]
bcs_losses: [2.7283476215195446e-6, 1.0905271380495129e-7, 1.6603882817437303e-6, 6.49571481253552e-7, 3.151422192876576e-7, 6.687910939766196e-7]
loss: 6.130187840704878e-6
pde_losses: [1.6328518602077427e-9, 2.221468563560884e-9]
bcs_losses: [2.7203705766921066e-6, 1.1200894420761216e-7, 1.6597543818746136e-6, 6.43305519898063e-7, 3.168760214903534e-7, 6.740180761183604e-7]
loss: 6.125923622052228e-6
pde_losses: [1.5654429605794047e-9, 1.6506936016553494e-9]
bcs_losses: [2.716286559776833e-6, 1.1230261314145942e-7, 1.6592605183097833e-6, 6.405843892505742e-7, 3.150603449493021e-7, 6.792130600620417e-7]
loss: 6.122099639533308e-6
pde_losses: [8.459099830794834e-10, 7.164893983282662e-10]
bcs_losses: [2.7097253101018127e-6, 1.1764586057882572e-7, 1.6569364607821467e-6, 6.395552126349119e-7, 3.166861613371533e-7, 6.799882347170507e-7]
loss: 6.119805129351949e-6
pde_losses: [1.1889220860950663e-9, 1.1801705034912295e-9]
bcs_losses: [2.70577925889322e-6, 1.1936840354191235e-7, 1.651126692087123e-6, 6.357845022520491e-7, 3.164048552659808e-7, 6.889723247220773e-7]
loss: 6.117255072809179e-6
pde_losses: [1.1817826602745926e-9, 4.776522528777782e-10]
bcs_losses: [2.709663996135944e-6, 1.1621599392657168e-7, 1.646392908297362e-6, 6.37373373848477e-7, 3.1645471320815327e-7, 6.894946524795195e-7]
loss: 6.115295187704427e-6
pde_losses: [1.298790331567821e-9, 5.06425380162276e-10]
bcs_losses: [2.7020809758724927e-6, 1.1584572984617952e-7, 1.6454637208294276e-6, 6.330072490187678e-7, 3.183609330226498e-7, 6.987313634031791e-7]
loss: 6.1139597839999475e-6
pde_losses: [7.911164058119403e-10, 7.02498914389419e-10]
bcs_losses: [2.701111125606449e-6, 1.1215981301672477e-7, 1.6429344140112315e-6, 6.340276010069864e-7, 3.180819798058623e-7, 7.041512352324922e-7]
loss: 6.113178420505442e-6
pde_losses: [7.274754203888098e-10, 5.679022462961591e-10]
bcs_losses: [2.697140025501337e-6, 1.1155497290959853e-7, 1.6413096957749868e-6, 6.339617123895757e-7, 3.1895295151762394e-7, 7.089636847456347e-7]
loss: 6.11246676647081e-6
pde_losses: [3.7748212548924283e-10, 4.2486206695140516e-10]
bcs_losses: [2.694389804865605e-6, 1.1002453500090686e-7, 1.641874766295979e-6, 6.342997512742603e-7, 3.1976505724871574e-7, 7.113105075929021e-7]
loss: 6.112016865697298e-6
pde_losses: [4.157582927482373e-10, 4.5359622781807396e-10]
bcs_losses: [2.692758188899112e-6, 1.1046810962986069e-7, 1.6412411593673183e-6, 6.329782877754564e-7, 3.1971218880505033e-7, 7.139895766999336e-7]
loss: 6.111599859948617e-6
pde_losses: [3.1764685690135915e-10, 4.938649540926668e-10]
bcs_losses: [2.689484739180968e-6, 1.0970214667889215e-7, 1.6418790094447337e-6, 6.333579064981389e-7, 3.20371667691054e-7, 7.15992878643837e-7]
loss: 6.111056244965047e-6
pde_losses: [1.4505461207291985e-10, 5.704865631456391e-10]
bcs_losses: [2.688179258311449e-6, 1.102388039227374e-7, 1.642906137304209e-6, 6.296322435108799e-7, 3.207293372128297e-7, 7.186549235277228e-7]
loss: 6.110006929222003e-6
pde_losses: [5.101623189601294e-10, 5.041033466869381e-10]
bcs_losses: [2.6848945687583174e-6, 1.1053047623862561e-7, 1.6407101716578784e-6, 6.241258780358233e-7, 3.2121133520418537e-7, 7.275202336615258e-7]
loss: 6.108029692074838e-6
pde_losses: [4.901361864982224e-10, 4.799036376806012e-10]
bcs_losses: [2.6849892735015147e-6, 1.1066097799820756e-7, 1.6402265287844093e-6, 6.170847945796148e-7, 3.1925777250844903e-7, 7.348403048784642e-7]
loss: 6.106144243313479e-6
pde_losses: [6.760099224889666e-10, 5.998743233097598e-10]
bcs_losses: [2.686030260591882e-6, 1.073700967074732e-7, 1.639011322621816e-6, 6.061961161497398e-7, 3.1824211120379417e-7, 7.480184517929758e-7]
loss: 6.103174059127211e-6
pde_losses: [1.0393567702659209e-9, 6.778514561359907e-10]
bcs_losses: [2.688882294739469e-6, 1.1200416452229337e-7, 1.635694445839319e-6, 5.936773482395307e-7, 3.1678510090386095e-7, 7.544134966563363e-7]
loss: 6.0997421507629954e-6
pde_losses: [7.988470635063483e-10, 1.1797674765093558e-9]
bcs_losses: [2.698749875528911e-6, 1.1266386896413869e-7, 1.6328700401440926e-6, 5.760987460650704e-7, 3.12957928834316e-7, 7.644230766864517e-7]
loss: 6.098293345159737e-6
pde_losses: [5.487435815315461e-10, 8.10171748272062e-10]
bcs_losses: [2.6983805966507375e-6, 1.144330415426224e-7, 1.6297758106358202e-6, 5.679179493717421e-7, 3.127851673292931e-7, 7.736418642997171e-7]
loss: 6.095539936786071e-6
pde_losses: [7.130274374590391e-10, 1.0907351098862865e-9]
bcs_losses: [2.705767347492932e-6, 1.1486390364280116e-7, 1.6236823241947547e-6, 5.596672898925217e-7, 3.121158589679642e-7, 7.776394500477523e-7]
loss: 6.092660975523184e-6
pde_losses: [5.371887115479487e-10, 3.7299143683682357e-10]
bcs_losses: [2.7119048954584184e-6, 1.1482872443516067e-7, 1.620072952379094e-6, 5.467589586835293e-7, 3.1123600518816936e-7, 7.869492592304272e-7]
loss: 6.090878461512051e-6
pde_losses: [4.0049633541982856e-10, 9.31589348119138e-10]
bcs_losses: [2.715062588005999e-6, 1.1314914919541713e-7, 1.617085582199604e-6, 5.42250554402848e-7, 3.1250403378158927e-7, 7.894944682430551e-7]
loss: 6.089909794709785e-6
pde_losses: [6.985844781812541e-10, 7.006463398177122e-10]
bcs_losses: [2.7190853120294602e-6, 1.1269005233340874e-7, 1.6153911422777617e-6, 5.360062547701501e-7, 3.128815689625597e-7, 7.924562335184461e-7]
loss: 6.087835702803921e-6
pde_losses: [5.697311438389859e-10, 9.98144596292321e-10]
bcs_losses: [2.714704705294106e-6, 1.1288711166643131e-7, 1.6137251848549309e-6, 5.340261329866071e-7, 3.156607236272363e-7, 7.952639686344782e-7]
loss: 6.084003108470886e-6
pde_losses: [9.18710881471432e-10, 1.0377852369790734e-9]
bcs_losses: [2.719312485060416e-6, 1.0603358382557204e-7, 1.6098943363058969e-6, 5.265374563282759e-7, 3.1666649370227626e-7, 8.036022571299984e-7]
loss: 6.079690093747496e-6
pde_losses: [1.4460815136156775e-9, 2.3452915780810744e-9]
bcs_losses: [2.7156608913707038e-6, 9.670008227794906e-8, 1.6146606443145604e-6, 5.325144282896736e-7, 3.2037473806075676e-7, 7.959879363421557e-7]
loss: 6.075004527836979e-6
pde_losses: [1.2764556864407394e-9, 9.261320179166883e-10]
bcs_losses: [2.7111421255840085e-6, 9.413038689445697e-8, 1.6150483178442204e-6, 5.262329558329953e-7, 3.2469414419136166e-7, 8.01554009785578e-7]
loss: 6.070591975608485e-6
pde_losses: [1.130387237417927e-9, 1.7299706164957488e-9]
bcs_losses: [2.714883196121034e-6, 9.526611315567514e-8, 1.6171496899933141e-6, 5.238971250160257e-7, 3.242125435762961e-7, 7.92322949892226e-7]
loss: 6.064795039068752e-6
pde_losses: [6.54252261720819e-10, 1.0233647467882297e-9]
bcs_losses: [2.716351570906625e-6, 9.05900924363177e-8, 1.6168961774174696e-6, 5.172166933562617e-7, 3.2571282047282886e-7, 7.96350067470741e-7]
loss: 6.056015928166078e-6
pde_losses: [1.1176808905235469e-9, 3.4027299637938574e-9]
bcs_losses: [2.7341115139924443e-6, 7.864606974635022e-8, 1.6121429057466836e-6, 5.110765621739105e-7, 3.2194383711967827e-7, 7.93574628532694e-7]
loss: 6.0469080068025376e-6
pde_losses: [2.087669125922542e-9, 2.6695762499723885e-9]
bcs_losses: [2.756275799630444e-6, 7.119187341240856e-8, 1.6077515205001789e-6, 4.992157706469162e-7, 3.123749096196723e-7, 7.953408876170233e-7]
loss: 6.039452372624779e-6
pde_losses: [5.236181184835813e-9, 2.0768311218620913e-9]
bcs_losses: [2.771054513976778e-6, 6.476975252899561e-8, 1.6084103393583287e-6, 4.955543327638481e-7, 3.016075051433106e-7, 7.9074291654682e-7]
loss: 6.035608319590794e-6
pde_losses: [4.016492145778728e-9, 1.9368419008789467e-9]
bcs_losses: [2.7761020915339404e-6, 6.300168045486797e-8, 1.6085059477200257e-6, 4.937961804356457e-7, 2.999163811543072e-7, 7.883327042453495e-7]
loss: 6.031319541772255e-6
pde_losses: [3.3369298306235373e-9, 1.904347255414392e-9]
bcs_losses: [2.781376498153358e-6, 6.096466898800951e-8, 1.6082082029594029e-6, 4.899013197752059e-7, 2.9825703220009084e-7, 7.873705426101507e-7]
loss: 6.0259366416546925e-6
pde_losses: [2.1924620731348156e-9, 1.7562380098941754e-9]
bcs_losses: [2.7874832695627583e-6, 5.950186487619437e-8, 1.6083935217420905e-6, 4.87136434789689e-7, 2.9615039918669615e-7, 7.833224514142355e-7]
loss: 6.013293365562856e-6
pde_losses: [1.2934509441648976e-9, 1.8323794559615737e-9]
bcs_losses: [2.8020022356487563e-6, 5.6393436789396035e-8, 1.607808752134532e-6, 4.7651749413705744e-7, 2.9165266433364905e-7, 7.757929521193382e-7]
loss: 6.00755405504546e-6
pde_losses: [8.96453616028374e-10, 2.847247275853792e-9]
bcs_losses: [2.81038198401635e-6, 5.822674376185306e-8, 1.6060985604231974e-6, 4.759010939931681e-7, 2.8744429580140387e-7, 7.65757676157606e-7]
loss: 6.004055549836567e-6
pde_losses: [1.3982531880674554e-9, 1.318439450461603e-9]
bcs_losses: [2.8219959330440065e-6, 5.631238586546553e-8, 1.6029095997665599e-6, 4.701752628717331e-7, 2.835013347580409e-7, 7.66444340892233e-7]
loss: 6.000217229683091e-6
pde_losses: [1.7170390524061609e-9, 9.992340474262884e-10]
bcs_losses: [2.8252988583184473e-6, 5.4161806610479545e-8, 1.6016786040469808e-6, 4.678234249761944e-7, 2.824173638132527e-7, 7.661208988179035e-7]
loss: 5.997090997384281e-6
pde_losses: [2.026963507850333e-9, 1.1939548890753433e-9]
bcs_losses: [2.830171753768031e-6, 5.028600343365831e-8, 1.5997348472200983e-6, 4.7009490698280196e-7, 2.806397083279781e-7, 7.629428592547882e-7]
loss: 5.9944223246185905e-6
pde_losses: [8.499454874787444e-10, 1.1872835266748167e-9]
bcs_losses: [2.8330901156614326e-6, 4.983050053407627e-8, 1.5971743762630047e-6, 4.6922621740055554e-7, 2.799182515539725e-7, 7.631456341913965e-7]
loss: 5.989021738176804e-6
pde_losses: [2.0591309070582544e-9, 1.5541321671060363e-9]
bcs_losses: [2.839295359405331e-6, 5.052188632153629e-8, 1.5973862970451e-6, 4.6727824069803965e-7, 2.782359407964459e-7, 7.526907508361868e-7]
loss: 5.980939636029572e-6
pde_losses: [3.891850348771661e-9, 1.6087937020785828e-9]
bcs_losses: [2.8299157003507182e-6, 5.1965513549350865e-8, 1.5967284399453659e-6, 4.6754677255425047e-7, 2.8265924513316753e-7, 7.466233204458696e-7]
loss: 5.967627647877859e-6
pde_losses: [4.592780780609721e-9, 2.08229555027457e-9]
bcs_losses: [2.833140267176148e-6, 5.577512089730896e-8, 1.595038126494607e-6, 4.670090874095049e-7, 2.827399734994347e-7, 7.27249996069971e-7]
loss: 5.956591691782587e-6
pde_losses: [1.6235669210696038e-9, 7.468559209318355e-10]
bcs_losses: [2.8313870382569774e-6, 5.919972459644228e-8, 1.59169393808874e-6, 4.672256793965357e-7, 2.8390332007277016e-7, 7.208115685291195e-7]
loss: 5.950958085903243e-6
pde_losses: [3.3319876440590733e-9, 1.3084938099225967e-9]
bcs_losses: [2.8338094192924693e-6, 5.886565623126985e-8, 1.58945786331001e-6, 4.6703156045112595e-7, 2.822265392347597e-7, 7.149265659296265e-7]
loss: 5.945452593815202e-6
pde_losses: [3.266769410561088e-9, 2.2352914311867213e-9]
bcs_losses: [2.8350326278137147e-6, 5.958217380200155e-8, 1.5869669704452505e-6, 4.6862347114060955e-7, 2.80235888934026e-7, 7.095094008378516e-7]
loss: 5.9393163528429435e-6
pde_losses: [3.13025809779244e-9, 2.571526010500008e-9]
bcs_losses: [2.843865967956113e-6, 5.896496795865969e-8, 1.5839734286070907e-6, 4.675422838565263e-7, 2.773766703993317e-7, 7.018912499569297e-7]
loss: 5.93019512837276e-6
pde_losses: [2.880867976890056e-9, 3.884010774827579e-9]
bcs_losses: [2.8419859822308824e-6, 6.135125038257323e-8, 1.5827637465177522e-6, 4.683319111525156e-7, 2.7505011434470536e-7, 6.939472449926146e-7]
loss: 5.92345488772838e-6
pde_losses: [2.9386702881130132e-9, 1.855424663102661e-9]
bcs_losses: [2.840022021547934e-6, 6.172868519144798e-8, 1.5829632120959367e-6, 4.688556902567906e-7, 2.745748034245289e-7, 6.905163802605263e-7]
loss: 5.9132832154924755e-6
pde_losses: [3.560461787269779e-9, 2.3700403807974586e-9]
bcs_losses: [2.8451425699517066e-6, 6.668637705152884e-8, 1.5800053411722208e-6, 4.718486813833797e-7, 2.6826473091917924e-7, 6.754050128463925e-7]
loss: 5.906376500231011e-6
pde_losses: [9.891912496292785e-10, 2.6775911004087922e-9]
bcs_losses: [2.8418193679685933e-6, 6.936883631632998e-8, 1.580229288596822e-6, 4.708191260930301e-7, 2.668675614031865e-7, 6.736055375030114e-7]
loss: 5.900114855966671e-6
pde_losses: [2.099090008201117e-9, 2.0000506545482623e-9]
bcs_losses: [2.8401740738908794e-6, 7.012664155209321e-8, 1.581329339120946e-6, 4.698172797282563e-7, 2.663004279161927e-7, 6.682679530955548e-7]
loss: 5.892102139423236e-6
pde_losses: [3.0701234952146973e-9, 1.3308294832516267e-9]
bcs_losses: [2.8401884451178725e-6, 6.802082935250589e-8, 1.5833266798600769e-6, 4.660174851043087e-7, 2.6406744211445733e-7, 6.660803048955485e-7]
loss: 5.8840711585335316e-6
pde_losses: [4.836425946831092e-9, 9.841259746128296e-10]
bcs_losses: [2.8339962138166673e-6, 6.532062809636599e-8, 1.5870643887010453e-6, 4.6567614327910986e-7, 2.650283001260541e-7, 6.61164932592845e-7]
loss: 5.875663282594796e-6
pde_losses: [3.575023180995433e-9, 1.568857865409745e-9]
bcs_losses: [2.8219279668971443e-6, 6.171748669269932e-8, 1.595739803058427e-6, 4.6459259706159995e-7, 2.6554079925034897e-7, 6.610007485881715e-7]
loss: 5.868245723644254e-6
pde_losses: [3.7038027594241812e-9, 8.770972927911661e-10]
bcs_losses: [2.8164527710849925e-6, 6.073813532152211e-8, 1.6036889939373357e-6, 4.641773754856847e-7, 2.639249497107949e-7, 6.546825980517091e-7]
loss: 5.8607009272688255e-6
pde_losses: [1.876487031413153e-9, 1.428177596575314e-9]
bcs_losses: [2.811507968011566e-6, 6.026639822569033e-8, 1.6107853846148502e-6, 4.595791545691284e-7, 2.6368680921502013e-7, 6.515705480045826e-7]
loss: 5.855950887449363e-6
pde_losses: [1.5437778934520004e-9, 1.3156280115348046e-9]
bcs_losses: [2.80223939382304e-6, 6.281516863150945e-8, 1.6189877594459813e-6, 4.602051234860491e-7, 2.633397017170473e-7, 6.455043344407481e-7]
loss: 5.851678811239587e-6
pde_losses: [1.2166901376262093e-9, 1.243699014250317e-9]
bcs_losses: [2.797553893286335e-6, 6.502854893186668e-8, 1.6247231530711418e-6, 4.6018580039383406e-7, 2.6179532600948435e-7, 6.399317003950489e-7]
loss: 5.8452813465317025e-6
pde_losses: [1.7795601153692751e-9, 9.307264245984645e-10]
bcs_losses: [2.791730389649311e-6, 6.938533599289264e-8, 1.6354029094138039e-6, 4.5672815210044874e-7, 2.5872262230085214e-7, 6.306016505344265e-7]
loss: 5.843117233615482e-6
pde_losses: [2.0427722113732287e-9, 7.40042266557251e-10]
bcs_losses: [2.785896630774328e-6, 7.056819185608228e-8, 1.6395732738374582e-6, 4.5662508032262466e-7, 2.5905942026350777e-7, 6.286118220835496e-7]
loss: 5.8388861858109115e-6
pde_losses: [3.0734374494028233e-9, 5.544443550150687e-10]
bcs_losses: [2.7772260134577905e-6, 7.122839181161045e-8, 1.6477324540932476e-6, 4.5793812404156127e-7, 2.5899459309289416e-7, 6.221387275093897e-7]
loss: 5.835888933642685e-6
pde_losses: [2.2374295379715507e-9, 7.269265655105812e-10]
bcs_losses: [2.771637917334806e-6, 7.035540931766787e-8, 1.6542873550351199e-6, 4.593885926467995e-7, 2.570041877811917e-7, 6.202511154236179e-7]
loss: 5.832475855976626e-6
pde_losses: [1.333668826432019e-9, 9.786622466482907e-10]
bcs_losses: [2.765206513006265e-6, 6.984723176927964e-8, 1.6661715832016224e-6, 4.5799591379825475e-7, 2.550862375337578e-7, 6.158560455943664e-7]
loss: 5.829867495057148e-6
pde_losses: [1.1517285223036981e-9, 1.0448456679437015e-9]
bcs_losses: [2.7624438697463396e-6, 6.967122971326155e-8, 1.6679231105213184e-6, 4.5699772003208033e-7, 2.544536233015751e-7, 6.161813675523253e-7]
loss: 5.8271643052763524e-6
pde_losses: [1.0123014927413811e-9, 1.2908685601218072e-9]
bcs_losses: [2.756547547711046e-6, 6.961920865332003e-8, 1.6770211551487855e-6, 4.557057812903227e-7, 2.531922785400938e-7, 6.127751638799209e-7]
loss: 5.8236014911688535e-6
pde_losses: [1.1975518353982578e-9, 8.914447352396071e-10]
bcs_losses: [2.7497687376531733e-6, 7.151821331183351e-8, 1.6872666622544823e-6, 4.519646463715412e-7, 2.5292205674072566e-7, 6.080721782664611e-7]
loss: 5.818402800183387e-6
pde_losses: [2.4699199880647442e-9, 8.476980471556739e-10]
bcs_losses: [2.740229015331082e-6, 7.244481191305743e-8, 1.6967815272174243e-6, 4.4710360688658047e-7, 2.5226023222641525e-7, 6.06265988573608e-7]
loss: 5.814555796037631e-6
pde_losses: [2.1277624169492286e-9, 8.023393691047814e-10]
bcs_losses: [2.7392635561576435e-6, 6.99851801300788e-8, 1.6954799895481648e-6, 4.4381243752062414e-7, 2.531692027184116e-7, 6.099153281766546e-7]
loss: 5.810868070557453e-6
pde_losses: [1.3350421690882025e-9, 1.0030915403990951e-9]
bcs_losses: [2.7325643256908286e-6, 6.741457485303091e-8, 1.7047754583143294e-6, 4.4039122545459304e-7, 2.529709568484739e-7, 6.1041339568671e-7]
loss: 5.808163855141549e-6
pde_losses: [9.215631686441133e-10, 1.0134655022338892e-9]
bcs_losses: [2.7265399993133713e-6, 6.604640717665171e-8, 1.7133091908426392e-6, 4.3821526188229194e-7, 2.534471100842882e-7, 6.086708571714282e-7]
loss: 5.805613627111677e-6
pde_losses: [1.1303852679839692e-9, 1.1187072393422114e-9]
bcs_losses: [2.7256002043872297e-6, 6.714960921648557e-8, 1.7129011934542186e-6, 4.3660489490969173e-7, 2.5312451934690866e-7, 6.079841132898166e-7]
loss: 5.803062438056583e-6
pde_losses: [8.458184295098197e-10, 1.4905897029623894e-9]
bcs_losses: [2.7188493559168095e-6, 6.656844582291528e-8, 1.7183792847386013e-6, 4.325366996025433e-7, 2.5420019515960367e-7, 6.101920486836377e-7]
loss: 5.800537645790657e-6
pde_losses: [1.332068040275027e-9, 1.2406049303145103e-9]
bcs_losses: [2.7118968018996523e-6, 6.90581256459373e-8, 1.7224343128809682e-6, 4.302665503776609e-7, 2.5618098296003225e-7, 6.081281990558166e-7]
loss: 5.796973110642411e-6
pde_losses: [1.1632267356735243e-9, 1.0157643262799916e-9]
bcs_losses: [2.705913556819016e-6, 6.966275834597277e-8, 1.728314567076225e-6, 4.2713704466362535e-7, 2.552343352822134e-7, 6.085318573934051e-7]
loss: 5.7934568777007985e-6
pde_losses: [1.4874778827455191e-9, 7.098943655620005e-10]
bcs_losses: [2.695541342457122e-6, 7.399694894233124e-8, 1.7367691151560062e-6, 4.224329378079094e-7, 2.555373344998158e-7, 6.069818265893058e-7]
loss: 5.790918018727779e-6
pde_losses: [1.8226756413505746e-9, 6.414486882283252e-10]
bcs_losses: [2.691768997075099e-6, 7.780097101419918e-8, 1.7344656157997143e-6, 4.2102679043455507e-7, 2.5598330012714684e-7, 6.074082199474844e-7]
loss: 5.786961841837855e-6
pde_losses: [1.226983875344123e-9, 1.1018328264589565e-9]
bcs_losses: [2.6799184397187016e-6, 7.92985717827307e-8, 1.741706958721995e-6, 4.154831199917135e-7, 2.575831928219288e-7, 6.106427420989827e-7]
loss: 5.783199299682161e-6
pde_losses: [1.2259586077339856e-9, 1.1674504395561089e-9]
bcs_losses: [2.6754902983223115e-6, 7.86491197227505e-8, 1.741212499853725e-6, 4.108324428908232e-7, 2.5854632439470237e-7, 6.160752054505584e-7]
loss: 5.779368698644473e-6
pde_losses: [1.0842738110447112e-9, 5.972171486807687e-10]
bcs_losses: [2.6716074075670617e-6, 7.77901032012199e-8, 1.7386595095860851e-6, 4.0824465596108536e-7, 2.5958463273436996e-7, 6.218008986349253e-7]
loss: 5.7763364713040526e-6
pde_losses: [1.0323574847266075e-9, 1.5496175827412625e-9]
bcs_losses: [2.6623463617334296e-6, 8.182781846215191e-8, 1.7398037286564417e-6, 4.069773256735429e-7, 2.6241276770694975e-7, 6.203864940040684e-7]
loss: 5.773552158793977e-6
pde_losses: [1.3961876288888002e-9, 9.151127835643505e-10]
bcs_losses: [2.659397091397788e-6, 8.285317525286029e-8, 1.735912482677132e-6, 4.042303987289022e-7, 2.6548750463526516e-7, 6.233602056895768e-7]
loss: 5.7697896863946685e-6
pde_losses: [7.10215864324153e-10, 1.205123686598074e-9]
bcs_losses: [2.656695755867241e-6, 8.153070981969789e-8, 1.7338164908467705e-6, 4.051938430685587e-7, 2.6702882265846096e-7, 6.236087245830175e-7]
loss: 5.767990186300029e-6
pde_losses: [8.468139845951818e-10, 1.0161647347608985e-9]
bcs_losses: [2.6503897316534167e-6, 8.233493110585727e-8, 1.7362987923013998e-6, 4.051334829769128e-7, 2.68427311509808e-7, 6.235429580332776e-7]
loss: 5.764515550404908e-6
pde_losses: [1.220136402879848e-9, 1.1277967726971434e-9]
bcs_losses: [2.6472625743867066e-6, 8.257678354643592e-8, 1.7338090032341322e-6, 4.0814110873189284e-7, 2.6932576554278176e-7, 6.210523817873814e-7]
loss: 5.7600035797025896e-6
pde_losses: [2.219154240365803e-9, 6.631905231167224e-10]
bcs_losses: [2.6318144300179986e-6, 8.194976738108885e-8, 1.7397297444683982e-6, 4.087946367450579e-7, 2.7177712663738326e-7, 6.230555296891808e-7]
loss: 5.752140839910781e-6
pde_losses: [1.2135974392308593e-9, 1.5235013104157e-9]
bcs_losses: [2.6184387989573998e-6, 8.400709015315697e-8, 1.7436035969321278e-6, 4.129102301943789e-7, 2.7030209149034477e-7, 6.201419334337258e-7]
loss: 5.747014582081498e-6
pde_losses: [1.1171665121852577e-9, 1.4212119329219057e-9]
bcs_losses: [2.608833948001327e-6, 8.52925671751907e-8, 1.7419872707790511e-6, 4.1396524017209553e-7, 2.7180039451859935e-7, 6.225967829901277e-7]
loss: 5.741892278005208e-6
pde_losses: [1.1468584759977856e-9, 2.7012007513604585e-9]
bcs_losses: [2.599524249117965e-6, 8.440834056294457e-8, 1.7433570396894406e-6, 4.1223819626203304e-7, 2.72338616787421e-7, 6.261777763580456e-7]
loss: 5.735260050442134e-6
pde_losses: [2.506277044113953e-9, 3.0521739859548296e-9]
bcs_losses: [2.593850495686535e-6, 8.343734668318367e-8, 1.7348952767009711e-6, 4.0724040476932585e-7, 2.7347903262807776e-7, 6.367990429439716e-7]
loss: 5.730939671952593e-6
pde_losses: [1.587770805208805e-9, 2.7207210878096172e-9]
bcs_losses: [2.5843595403176077e-6, 8.40071147680223e-8, 1.732632885669742e-6, 4.0584218296923933e-7, 2.7700229009322784e-7, 6.427871662417359e-7]
loss: 5.723007586402674e-6
pde_losses: [1.0224334897997631e-9, 2.5770633639411726e-9]
bcs_losses: [2.568960229327683e-6, 8.370047773016068e-8, 1.7227862840915177e-6, 3.9890365314899645e-7, 2.828217210411032e-7, 6.622357242094706e-7]
loss: 5.716484826201611e-6
pde_losses: [1.6944953500342278e-9, 9.297565352559977e-10]
bcs_losses: [2.5561687892483237e-6, 8.744748012508479e-8, 1.7199064940698318e-6, 3.936691267535977e-7, 2.8666302160840963e-7, 6.700056625110722e-7]
loss: 5.709918327996366e-6
pde_losses: [1.753145516332538e-9, 2.468861354778537e-9]
bcs_losses: [2.5476117953059115e-6, 9.414340617909258e-8, 1.706091010652628e-6, 3.8971985506490176e-7, 2.88436690808647e-7, 6.796935631140742e-7]
loss: 5.70360992825663e-6
pde_losses: [8.302525239264367e-10, 1.3197800921170165e-9]
bcs_losses: [2.53446541633997e-6, 9.678855677448116e-8, 1.6958513284813536e-6, 3.864795539181803e-7, 2.927063916101919e-7, 6.951686485164092e-7]
loss: 5.6995444789581484e-6
pde_losses: [8.238743079882498e-10, 2.0403555189000864e-9]
bcs_losses: [2.5346840670594257e-6, 1.071964663654605e-7, 1.6835234136815004e-6, 3.827284229770237e-7, 2.944885996696217e-7, 6.940592793782282e-7]
loss: 5.696483788793928e-6
pde_losses: [9.642261893482667e-10, 1.3714468521474168e-9]
bcs_losses: [2.5332925632994513e-6, 1.090999593408343e-7, 1.6744684315010549e-6, 3.824109035963381e-7, 2.9503682706229377e-7, 6.998394309524603e-7]
loss: 5.695388586929991e-6
pde_losses: [6.820545925145365e-10, 1.2016527981096346e-9]
bcs_losses: [2.530883277298977e-6, 1.1037741153177031e-7, 1.6709306997129293e-6, 3.828483383378304e-7, 2.9617149838367693e-7, 7.02293654274183e-7]
loss: 5.6930652603472085e-6
pde_losses: [5.554231546574405e-10, 1.4107206458356091e-9]
bcs_losses: [2.5333133797489418e-6, 1.1203929252783508e-7, 1.6634590405826957e-6, 3.8261603239319447e-7, 2.9427880927286857e-7, 7.053925620211792e-7]
loss: 5.690372974910741e-6
pde_losses: [6.2150703368331e-10, 1.0424371786500762e-9]
bcs_losses: [2.5308709954386543e-6, 1.1881809026650648e-7, 1.6546269113135548e-6, 3.82950259791415e-7, 2.949646025083549e-7, 7.064781713799222e-7]
loss: 5.6867827701823335e-6
pde_losses: [8.752650542095971e-10, 1.6749674280733e-9]
bcs_losses: [2.5374453019771943e-6, 1.2301618042063504e-7, 1.643263020659796e-6, 3.8081416494389264e-7, 2.916977586315765e-7, 7.079961110669556e-7]
loss: 5.683505965507021e-6
pde_losses: [9.071449918143254e-10, 1.1931548453639877e-9]
bcs_losses: [2.5441036471509333e-6, 1.284339805573029e-7, 1.6343321518520355e-6, 3.781147163309088e-7, 2.89240091066293e-7, 7.071810787123685e-7]
loss: 5.680224951643832e-6
pde_losses: [1.476776682783247e-9, 1.516367126527545e-9]
bcs_losses: [2.5477862887384156e-6, 1.327142214658817e-7, 1.61936145787126e-6, 3.7647228617201234e-7, 2.875615616987932e-7, 7.133359918881587e-7]
loss: 5.677373027648495e-6
pde_losses: [6.938615294614635e-10, 8.722815505836898e-10]
bcs_losses: [2.5524350821904968e-6, 1.3138859837726192e-7, 1.614962529512083e-6, 3.7890468066871136e-7, 2.849870704068941e-7, 7.13128923413003e-7]
loss: 5.674596808184389e-6
pde_losses: [1.621681841319851e-9, 7.415025315305446e-10]
bcs_losses: [2.554270618152405e-6, 1.294691426730564e-7, 1.6079214452884042e-6, 3.7935390498440236e-7, 2.8284662331779157e-7, 7.183718893954783e-7]
loss: 5.670836500934322e-6
pde_losses: [1.284705735676555e-9, 1.27084360500718e-9]
bcs_losses: [2.5560649908285704e-6, 1.3363734948985227e-7, 1.5967210235665497e-6, 3.803830365463283e-7, 2.8086028566567485e-7, 7.206142654966627e-7]
loss: 5.666902983000225e-6
pde_losses: [1.336606067622639e-9, 1.7710426899194534e-9]
bcs_losses: [2.5598546000613187e-6, 1.3208529911784537e-7, 1.600663768395262e-6, 3.818444997820266e-7, 2.7786839929979604e-7, 7.114787675864334e-7]
loss: 5.66225106548352e-6
pde_losses: [3.3571920623865275e-10, 1.1454043209531162e-9]
bcs_losses: [2.567627421560167e-6, 1.3613310706999534e-7, 1.5903520024846102e-6, 3.8149437446235134e-7, 2.75954952772166e-7, 7.092080836070395e-7]
loss: 5.6587100293237915e-6
pde_losses: [5.814088040210153e-10, 1.0304532244556485e-9]
bcs_losses: [2.5678429721062622e-6, 1.3943823679431758e-7, 1.5882397083275048e-6, 3.8258465637432565e-7, 2.7646258166177913e-7, 7.025300120311258e-7]
loss: 5.6554346733716365e-6
pde_losses: [1.883127475466062e-9, 1.3369657897427781e-9]
bcs_losses: [2.567014116173347e-6, 1.3139387664809023e-7, 1.5943854650774188e-6, 3.8705439311369037e-7, 2.750813471844713e-7, 6.9728538190941e-7]
loss: 5.650645296537249e-6
pde_losses: [8.850515764760833e-10, 7.151063144122188e-10]
bcs_losses: [2.5657385774969647e-6, 1.2994218365960037e-7, 1.5943389594547865e-6, 3.9357486260589675e-7, 2.7649291181724024e-7, 6.889576436118713e-7]
loss: 5.645323263791235e-6
pde_losses: [7.277616102400248e-10, 1.4439218960092211e-9]
bcs_losses: [2.5636949453067465e-6, 1.2449648013072535e-7, 1.5923710547505921e-6, 3.994342033573899e-7, 2.8153450363602696e-7, 6.816203931035052e-7]
loss: 5.642547327262963e-6
pde_losses: [7.906966581088677e-10, 8.2337471927992e-10]
bcs_losses: [2.568381646827694e-6, 1.269127661109932e-7, 1.5820181872220413e-6, 4.0148254611877836e-7, 2.819512132560994e-7, 6.801868963499686e-7]
loss: 5.639368027239304e-6
pde_losses: [7.131807630592851e-10, 1.8524280126965308e-9]
bcs_losses: [2.5616844732287267e-6, 1.2508565782590015e-7, 1.5815863765059916e-6, 4.042193298055325e-7, 2.865904966833675e-7, 6.7763608441403e-7]
loss: 5.635094132861772e-6
pde_losses: [1.5194370641788257e-9, 1.8625354038740014e-9]
bcs_losses: [2.5542709578386908e-6, 1.243717609296701e-7, 1.5751388887626109e-6, 4.0674055534041926e-7, 2.928467700482226e-7, 6.783432274741064e-7]
loss: 5.628682056157818e-6
pde_losses: [1.5499492639355757e-9, 1.4550568034266943e-9]
bcs_losses: [2.537064857209582e-6, 1.2172283195167397e-7, 1.5695675256300312e-6, 4.051241144338911e-7, 3.0157400751675934e-7, 6.906237133485166e-7]
loss: 5.623261003160233e-6
pde_losses: [1.24271644398036e-9, 1.1320886243445182e-9]
bcs_losses: [2.5197617321502773e-6, 1.1476356286714297e-7, 1.5766334968040581e-6, 4.062233354889006e-7, 3.121151712729369e-7, 6.913888995085923e-7]
loss: 5.61859497963307e-6
pde_losses: [1.0812259885952696e-9, 9.470233422543425e-10]
bcs_losses: [2.505395435449115e-6, 1.1423266411817887e-7, 1.5716262993059978e-6, 4.035549894054945e-7, 3.250665905476694e-7, 6.966907514757647e-7]
loss: 5.614225922214533e-6
pde_losses: [1.2825003002957243e-9, 1.60167298272336e-9]
bcs_losses: [2.49933326990978e-6, 1.1089031221691463e-7, 1.5719106617084382e-6, 4.054918114732684e-7, 3.2993205678038637e-7, 6.93783636842727e-7]
loss: 5.610626575011866e-6
pde_losses: [5.731848561147447e-10, 1.0544786251470554e-9]
bcs_losses: [2.4864170717153276e-6, 1.1175396186397392e-7, 1.5783510345359398e-6, 4.0431217936677084e-7, 3.395457493510539e-7, 6.886189146975378e-7]
loss: 5.60790405060062e-6
pde_losses: [4.0959456561114456e-10, 5.918416720351043e-10]
bcs_losses: [2.484177173457175e-6, 1.097799784983736e-7, 1.5820143796980498e-6, 4.0560843962972743e-7, 3.4021251316305354e-7, 6.851101299165947e-7]
loss: 5.606911270987419e-6
pde_losses: [3.753680863338778e-10, 5.829751350192915e-10]
bcs_losses: [2.488401697335638e-6, 1.096657149509212e-7, 1.5834474568510654e-6, 4.064270320780034e-7, 3.3713417932419235e-7, 6.808768472262463e-7]
loss: 5.606218526404217e-6
pde_losses: [3.878328919144032e-10, 8.269484039864279e-10]
bcs_losses: [2.4871226681309538e-6, 1.0949100210913945e-7, 1.583628602455113e-6, 4.081906868577344e-7, 3.3886242499082733e-7, 6.777083605645487e-7]
loss: 5.605288780834484e-6
pde_losses: [4.654048785608327e-10, 8.86720958725292e-10]
bcs_losses: [2.4902967171957573e-6, 1.101324303878486e-7, 1.5857892284391652e-6, 4.0942446848821685e-7, 3.3598676214312775e-7, 6.723070483430811e-7]
loss: 5.603930808138368e-6
pde_losses: [4.1282560357991093e-10, 6.778841653993225e-10]
bcs_losses: [2.4921540387386292e-6, 1.0986117393043053e-7, 1.5876903397428185e-6, 4.1082393132225357e-7, 3.352892700118234e-7, 6.670213446234334e-7]
loss: 5.601822800639055e-6
pde_losses: [2.780027800249074e-10, 5.919933980394509e-10]
bcs_losses: [2.4874872566081055e-6, 1.0611777805073886e-7, 1.5996148289599809e-6, 4.1543364864256105e-7, 3.387086703140872e-7, 6.535906218855158e-7]
loss: 5.598944701294176e-6
pde_losses: [3.755544567453171e-10, 6.850860702040392e-10]
bcs_losses: [2.486862273339651e-6, 1.0629320832290412e-7, 1.6042694263021361e-6, 4.173636460461858e-7, 3.421504209645598e-7, 6.409450857917901e-7]
loss: 5.596872655014281e-6
pde_losses: [3.7414826383876945e-10, 6.350870076287258e-10]
bcs_losses: [2.4884590598241163e-6, 1.058731476341058e-7, 1.6038100052446646e-6, 4.2157606700995986e-7, 3.479847756782027e-7, 6.281603643517649e-7]
loss: 5.595614659302859e-6
pde_losses: [3.934124513450727e-10, 5.798607443291349e-10]
bcs_losses: [2.4920521690079133e-6, 1.0698003144021126e-7, 1.5997428302813692e-6, 4.207769861053047e-7, 3.4876117726227543e-7, 6.263281920101115e-7]
loss: 5.595055389603556e-6
pde_losses: [2.6713863921426425e-10, 5.179024240118978e-10]
bcs_losses: [2.4945612379846433e-6, 1.0660040422816463e-7, 1.6010919681273835e-6, 4.235419703251001e-7, 3.484219807876976e-7, 6.200527870873391e-7]
loss: 5.59466882764348e-6
pde_losses: [1.6534534404756335e-10, 4.1323421224463567e-10]
bcs_losses: [2.4957389445913572e-6, 1.0681969667572181e-7, 1.5975495877020994e-6, 4.2368377985804077e-7, 3.4822413420020375e-7, 6.220741050597653e-7]
loss: 5.594395866292918e-6
pde_losses: [1.9877188173112865e-10, 3.834761837461109e-10]
bcs_losses: [2.495459533188823e-6, 1.0634465784863353e-7, 1.5974681452128112e-6, 4.2294265953022215e-7, 3.4875844627491765e-7, 6.228401761720335e-7]
loss: 5.59421991329378e-6
pde_losses: [2.3531604253964043e-10, 4.4632609540439787e-10]
bcs_losses: [2.497533999504063e-6, 1.0701048246910898e-7, 1.5938921215248883e-6, 4.2278832434389167e-7, 3.4825286060087184e-7, 6.240604827130121e-7]
loss: 5.593947437378712e-6
pde_losses: [2.670763249058408e-10, 4.055078447917735e-10]
bcs_losses: [2.4983359462834088e-6, 1.0694459481087313e-7, 1.5908380651868197e-6, 4.234569612274055e-7, 3.5024545455913373e-7, 6.234538311413734e-7]
loss: 5.5937167657204795e-6
pde_losses: [1.7130161830567558e-10, 4.2121140315008856e-10]
bcs_losses: [2.4973561096597933e-6, 1.0587975798741999e-7, 1.5891001626707088e-6, 4.2450120029197473e-7, 3.533335790145468e-7, 6.229534430745798e-7]
loss: 5.593301812712303e-6
pde_losses: [1.7495590126491885e-10, 3.857765672067129e-10]
bcs_losses: [2.4969058749761497e-6, 1.057464726341338e-7, 1.5882276721300474e-6, 4.252625401660165e-7, 3.5567235935549204e-7, 6.209261609819909e-7]
loss: 5.592887829818605e-6
pde_losses: [3.949473302528615e-10, 4.741918372638135e-10]
bcs_losses: [2.500491458574306e-6, 1.0568587352654243e-7, 1.5868911565330625e-6, 4.250169812027887e-7, 3.5500301721805564e-7, 6.189302035963338e-7]
loss: 5.5923998549670335e-6
pde_losses: [2.980368094005421e-10, 5.221098179115879e-10]
bcs_losses: [2.501165382788067e-6, 1.046517921386055e-7, 1.5879771718085338e-6, 4.241988689585201e-7, 3.5807569368168855e-7, 6.155107989643066e-7]
loss: 5.591997406999107e-6
pde_losses: [3.4518253144945534e-10, 4.718939053738691e-10]
bcs_losses: [2.5026872988880747e-6, 1.0376648537071686e-7, 1.589178684981762e-6, 4.2252772985430227e-7, 3.578495358369655e-7, 6.151705956304633e-7]
loss: 5.5915099066960755e-6
pde_losses: [2.4587015907890206e-10, 4.3282734462774195e-10]
bcs_losses: [2.5044788862900725e-6, 1.0169906983931758e-7, 1.5883859191763277e-6, 4.2148983410398397e-7, 3.604220436369516e-7, 6.143554561457155e-7]
loss: 5.591233816446922e-6
pde_losses: [2.677262944912835e-10, 4.1327718123591836e-10]
bcs_losses: [2.5042774447234646e-6, 1.0093210677485214e-7, 1.5885069273752432e-6, 4.197332130544032e-7, 3.621406053086533e-7, 6.149625157345784e-7]
loss: 5.590985268608345e-6
pde_losses: [2.3661687675557907e-10, 3.7920549812266504e-10]
bcs_losses: [2.5022955224336633e-6, 1.0001970296918972e-7, 1.5897155758733594e-6, 4.190279007972517e-7, 3.6453168999961474e-7, 6.147790541603871e-7]
loss: 5.590647449622815e-6
pde_losses: [2.5392821138200974e-10, 3.9248700991117313e-10]
bcs_losses: [2.5034348292043806e-6, 1.0035086734981601e-7, 1.5896514288223983e-6, 4.183424423768601e-7, 3.656958780681869e-7, 6.125255885798797e-7]
loss: 5.590074861716903e-6
pde_losses: [2.726393371701309e-10, 5.450907649211319e-10]
bcs_losses: [2.5042995642731313e-6, 1.0122591085211521e-7, 1.5857931820781805e-6, 4.185755751600776e-7, 3.705161054307612e-7, 6.08846793820545e-7]
loss: 5.589365472130918e-6
pde_losses: [1.7189639382083195e-10, 5.075260744867665e-10]
bcs_losses: [2.5025710380056884e-6, 1.0131604283548851e-7, 1.587659362500739e-6, 4.1648701044567395e-7, 3.7631126137282593e-7, 6.043413345021939e-7]
loss: 5.588806772196699e-6
pde_losses: [1.373291646917119e-10, 4.745715080547205e-10]
bcs_losses: [2.500216658259957e-6, 1.0337219016928482e-7, 1.5846783857546895e-6, 4.154849039315936e-7, 3.8054671714227316e-7, 6.038960162661542e-7]
loss: 5.588411160525584e-6
pde_losses: [1.9336261133516302e-10, 4.115215876166619e-10]
bcs_losses: [2.5019438296055788e-6, 1.0354183521316169e-7, 1.5817815228498895e-6, 4.147436658198989e-7, 3.835537194170843e-7, 6.022417034210197e-7]
loss: 5.58800996846315e-6
pde_losses: [2.6415391655796297e-10, 5.036350027608275e-10]
bcs_losses: [2.5027256098730693e-6, 1.0406819273382163e-7, 1.5795433568888984e-6, 4.135179299577393e-7, 3.81707225933284e-7, 6.056798641570191e-7]
loss: 5.58750927031085e-6
pde_losses: [3.0762956000573113e-10, 3.8756102200711617e-10]
bcs_losses: [2.5013803892345123e-6, 1.0461842884084202e-7, 1.5744270099882623e-6, 4.123686510994377e-7, 3.866080348821773e-7, 6.074115656836054e-7]
loss: 5.586720731793724e-6
pde_losses: [5.468803959973277e-10, 4.4438451567611176e-10]
bcs_losses: [2.5006772533677694e-6, 1.06842243846207e-7, 1.5691104887001056e-6, 4.1088278682525184e-7, 3.868874927710805e-7, 6.113292013716354e-7]
loss: 5.584745214282511e-6
pde_losses: [3.7419567168365154e-10, 8.184409538252773e-10]
bcs_losses: [2.5055643033119372e-6, 1.081813454107219e-7, 1.5620952346711856e-6, 4.052670558648885e-7, 3.879940116886584e-7, 6.1445062670961e-7]
loss: 5.582164611743647e-6
pde_losses: [3.403070334087452e-10, 9.014364099154074e-10]
bcs_losses: [2.513686659977508e-6, 1.0917989523336916e-7, 1.5513765124986784e-6, 4.0504179654527654e-7, 3.870759455723447e-7, 6.145620584731464e-7]
loss: 5.579025660184839e-6
pde_losses: [6.653433936337357e-10, 1.1142673220211112e-9]
bcs_losses: [2.524013658506425e-6, 1.071139746967655e-7, 1.5455829524765175e-6, 4.0137741178774624e-7, 3.779405716320758e-7, 6.212174803696555e-7]
loss: 5.57692934511016e-6
pde_losses: [1.304127470371102e-9, 7.021912138766606e-10]
bcs_losses: [2.528349776588101e-6, 1.0394430009502801e-7, 1.5418798956322828e-6, 4.011839621348846e-7, 3.840052535824969e-7, 6.15559838393118e-7]
loss: 5.574531366398061e-6
pde_losses: [8.808381472551405e-10, 6.872040403191829e-10]
bcs_losses: [2.5298321946410544e-6, 1.0018245050649982e-7, 1.5493633265825627e-6, 4.04095497960968e-7, 3.7851634150075174e-7, 6.109735130186488e-7]
loss: 5.571341884024203e-6
pde_losses: [1.2365059169034774e-9, 5.47337826075176e-10]
bcs_losses: [2.5392861769926754e-6, 9.509484702236984e-8, 1.5503927414428462e-6, 4.0132751697949794e-7, 3.7809101415868574e-7, 6.053657436851497e-7]
loss: 5.567339024190371e-6
pde_losses: [9.55280845746402e-10, 9.283035160282215e-10]
bcs_losses: [2.547126901282792e-6, 8.600031256677532e-8, 1.5530479479605042e-6, 3.9849736657311245e-7, 3.8059860043348675e-7, 6.001843110119257e-7]
loss: 5.565309838990661e-6
pde_losses: [5.438027707454874e-10, 9.321967815208785e-10]
bcs_losses: [2.551021206689139e-6, 8.017283079124679e-8, 1.5615222150960874e-6, 3.9767884969979057e-7, 3.8107559064231907e-7, 5.923631465198118e-7]
loss: 5.563579086900684e-6
pde_losses: [5.294656002632791e-10, 5.341726814544765e-10]
bcs_losses: [2.5580794164095116e-6, 7.715580856133294e-8, 1.5577537912072587e-6, 3.9531590393562866e-7, 3.7770190954324754e-7, 5.96508618961987e-7]
loss: 5.562101971711303e-6
pde_losses: [4.161008001580471e-10, 7.554329921622608e-10]
bcs_losses: [2.5700720638690018e-6, 7.343268539307218e-8, 1.555676959194883e-6, 3.919320536607559e-7, 3.7698764818240027e-7, 5.928290276188691e-7]
loss: 5.560159819633931e-6
pde_losses: [6.553766708496259e-10, 6.62802858774387e-10]
bcs_losses: [2.576451237068523e-6, 7.075929813193576e-8, 1.55897825096226e-6, 3.8936798937467185e-7, 3.7879529607550903e-7, 5.84489568491407e-7]
loss: 5.5584042352522305e-6
pde_losses: [6.311393904164876e-10, 5.574935899384183e-10]
bcs_losses: [2.585379958192747e-6, 6.88091939222405e-8, 1.556598636512382e-6, 3.8566966174894375e-7, 3.7882708684844974e-7, 5.819310650471123e-7]
loss: 5.556099341479486e-6
pde_losses: [8.406243287018936e-10, 7.264828714360351e-10]
bcs_losses: [2.5961024729093213e-6, 6.894486176747052e-8, 1.5541575274323138e-6, 3.79609748183572e-7, 3.736944096979979e-7, 5.820232142886717e-7]
loss: 5.5543972598174825e-6
pde_losses: [1.0862713423796656e-9, 6.792484914772777e-10]
bcs_losses: [2.610241361272541e-6, 6.707897127069795e-8, 1.549981990785893e-6, 3.779051333411533e-7, 3.7121151417200406e-7, 5.762127691413356e-7]
loss: 5.55250694422002e-6
pde_losses: [5.816680818801212e-10, 7.166934402496144e-10]
bcs_losses: [2.6183014715582336e-6, 6.422733283171523e-8, 1.5442884062307507e-6, 3.7400444514418827e-7, 3.7313938233988245e-7, 5.772475445931194e-7]
loss: 5.550884859012566e-6
pde_losses: [2.8903623966856343e-10, 5.174477937292184e-10]
bcs_losses: [2.633463027694376e-6, 6.337369600784988e-8, 1.540305933929823e-6, 3.7071487927066353e-7, 3.706108028334064e-7, 5.716100352430487e-7]
loss: 5.5502264537718155e-6
pde_losses: [2.5144305524106e-10, 9.080492329503869e-10]
bcs_losses: [2.636783777574643e-6, 6.440599424015784e-8, 1.5360114461140653e-6, 3.707350882578789e-7, 3.6981971617216393e-7, 5.713109391247153e-7]
loss: 5.548787012566121e-6
pde_losses: [4.1449075102109e-10, 6.471468942569163e-10]
bcs_losses: [2.6522922851354726e-6, 6.413601836951636e-8, 1.5244200112630582e-6, 3.677530078342845e-7, 3.6612819951214935e-7, 5.72995852806363e-7]
loss: 5.547266729702857e-6
pde_losses: [6.60623328062245e-10, 5.07273925979899e-10]
bcs_losses: [2.6656087221150843e-6, 6.280046098879734e-8, 1.5148677462104165e-6, 3.65857434394893e-7, 3.6223712699200475e-7, 5.747273417476179e-7]
loss: 5.545970747286383e-6
pde_losses: [5.510067644141947e-10, 6.104278718662717e-10]
bcs_losses: [2.674073319093717e-6, 6.292650405516484e-8, 1.5073414180976143e-6, 3.6644001317721754e-7, 3.6026831656659984e-7, 5.737597416597896e-7]
loss: 5.544950993686771e-6
pde_losses: [1.849904166873237e-10, 7.460459988748971e-10]
bcs_losses: [2.6838839821305155e-6, 6.28120776442726e-8, 1.4996946008711479e-6, 3.664364339020579e-7, 3.5503706909837355e-7, 5.761557936248416e-7]
loss: 5.5441787194918e-6
pde_losses: [2.913766537803599e-10, 5.288861259640358e-10]
bcs_losses: [2.6889511373634323e-6, 6.225491578882526e-8, 1.498252625039982e-6, 3.669513509812336e-7, 3.4970085749566224e-7, 5.772475700429208e-7]
loss: 5.543705960479851e-6
pde_losses: [2.1394395034780513e-10, 4.396684561259997e-10]
bcs_losses: [2.695032739842037e-6, 6.118595707606724e-8, 1.4954248138604142e-6, 3.6648289535079944e-7, 3.481854568746522e-7, 5.767404850694071e-7]
loss: 5.543410024181271e-6
pde_losses: [3.8265986062970726e-10, 4.380499646989968e-10]
bcs_losses: [2.6952300743199265e-6, 6.191114961880048e-8, 1.4945108314245508e-6, 3.665052688214448e-7, 3.471730923558497e-7, 5.772588978153701e-7]
loss: 5.5430198227737335e-6
pde_losses: [3.048089590390842e-10, 4.2349121534765454e-10]
bcs_losses: [2.702086485030387e-6, 6.234640713331429e-8, 1.490458619835129e-6, 3.656268189049154e-7, 3.44832193259273e-7, 5.769409984363268e-7]
loss: 5.542496792153954e-6
pde_losses: [2.760166736373806e-10, 3.898590505840574e-10]
bcs_losses: [2.7022090281713017e-6, 6.2301856944447e-8, 1.490344690581607e-6, 3.6601373596088686e-7, 3.441453425318743e-7, 5.768162622396166e-7]
loss: 5.542015765995435e-6
pde_losses: [3.222338885097599e-10, 5.17454957088655e-10]
bcs_losses: [2.7033486196898883e-6, 6.198481801167157e-8, 1.4900929029929354e-6, 3.6648147086356536e-7, 3.464446783447739e-7, 5.728235872470023e-7]
loss: 5.541258982325561e-6
pde_losses: [2.5365494470798896e-10, 5.383303295531294e-10]
bcs_losses: [2.706263862904437e-6, 6.101210588737036e-8, 1.4859142987734025e-6, 3.66753828321056e-7, 3.4900149970663914e-7, 5.715214014583941e-7]
loss: 5.5402460996212076e-6
pde_losses: [5.635781172830871e-10, 7.49600814765696e-10]
bcs_losses: [2.6988581851541913e-6, 6.04733838505267e-8, 1.4856977143914037e-6, 3.690479584472433e-7, 3.5821748054844235e-7, 5.666381982973526e-7]
loss: 5.5388312472566296e-6
pde_losses: [7.123465098866426e-10, 7.937783066261275e-10]
bcs_losses: [2.6971344168593987e-6, 5.966552886636196e-8, 1.4862666846099894e-6, 3.707868902675213e-7, 3.63293364832077e-7, 5.60178237004768e-7]
loss: 5.53725516086639e-6
pde_losses: [5.293020756070145e-10, 4.868189698140863e-10]
bcs_losses: [2.7035513710226418e-6, 5.924400948373967e-8, 1.4812366246009002e-6, 3.737381302485381e-7, 3.6274669696432416e-7, 5.557222075008244e-7]
loss: 5.53564256941107e-6
pde_losses: [7.424670950334267e-10, 7.188319071479731e-10]
bcs_losses: [2.695788154305572e-6, 5.841688596629594e-8, 1.4872556532373586e-6, 3.7927130519522384e-7, 3.647778754288459e-7, 5.486713962755931e-7]
loss: 5.532994821734083e-6
pde_losses: [9.927669090855857e-10, 1.5739135106900553e-9]
bcs_losses: [2.6984838164698426e-6, 5.646058534954377e-8, 1.4867658313446701e-6, 3.8503099753221205e-7, 3.6363588531140504e-7, 5.400510253066332e-7]
loss: 5.528659240365295e-6
pde_losses: [8.164436325615564e-10, 1.7777301598637196e-9]
bcs_losses: [2.693950385430692e-6, 5.970593867742678e-8, 1.48350284495507e-6, 3.9135994456318023e-7, 3.68241255558318e-7, 5.29304697388183e-7]
loss: 5.52506925528065e-6
pde_losses: [9.158041651905946e-10, 2.062488920099009e-9]
bcs_losses: [2.6989973621312417e-6, 6.20925257109922e-8, 1.4823162139841454e-6, 3.9730881675481996e-7, 3.6543548097303115e-7, 5.159405626411283e-7]
loss: 5.520272031200493e-6
pde_losses: [8.89132568502741e-10, 1.771986231726778e-9]
bcs_losses: [2.6967725459283994e-6, 6.820547413683111e-8, 1.4865163356348107e-6, 3.976087985456991e-7, 3.52852145700242e-7, 5.156556124542805e-7]
loss: 5.514280054155161e-6
pde_losses: [1.0174622554327362e-9, 1.7153674699226695e-9]
bcs_losses: [2.694612678435343e-6, 7.157816270140218e-8, 1.4843038334158332e-6, 4.034562239233565e-7, 3.5297300711422575e-7, 5.046233188396459e-7]
loss: 5.510666063975434e-6
pde_losses: [1.270641063934357e-9, 5.060890225146203e-10]
bcs_losses: [2.7008943404796473e-6, 7.38046412245109e-8, 1.4742230136777851e-6, 4.0725890920285483e-7, 3.5291352835057274e-7, 4.997949009536138e-7]
loss: 5.505925142073712e-6
pde_losses: [1.036351094218912e-9, 1.308249863462801e-9]
bcs_losses: [2.696993712924344e-6, 7.684689366034791e-8, 1.4727428120156296e-6, 4.1161517254440013e-7, 3.4981913562816596e-7, 4.955628143431436e-7]
loss: 5.502464332918255e-6
pde_losses: [1.5232103170797558e-9, 1.2005106962335545e-9]
bcs_losses: [2.7052384551265537e-6, 7.984004137764447e-8, 1.464459089385541e-6, 4.1327501801287727e-7, 3.446152082909116e-7, 4.923127997114126e-7]
loss: 5.498577482461193e-6
pde_losses: [9.136099378446086e-10, 1.9812241953211e-9]
bcs_losses: [2.7131349547972747e-6, 8.308689108689736e-8, 1.4560425165694738e-6, 4.0794248298175046e-7, 3.38382010221426e-7, 4.97093792671205e-7]
loss: 5.4943526603289834e-6
pde_losses: [1.2314668552139294e-9, 1.0457374432398594e-9]
bcs_losses: [2.711142650007661e-6, 8.972183958396888e-8, 1.45178921378734e-6, 4.1352570688291624e-7, 3.355747781939466e-7, 4.903212675746967e-7]
loss: 5.490548557604752e-6
pde_losses: [1.202085003140196e-9, 1.7537079951391225e-9]
bcs_losses: [2.697934871277787e-6, 9.472344508837377e-8, 1.4557316229510656e-6, 4.1518392656827874e-7, 3.36349572707331e-7, 4.876693260136361e-7]
loss: 5.485113744889155e-6
pde_losses: [1.6916786781420973e-9, 2.105155091209064e-9]
bcs_losses: [2.699584479426459e-6, 9.976683461471538e-8, 1.4477582797158723e-6, 4.1614723324173055e-7, 3.2968895638605587e-7, 4.883711277349704e-7]
loss: 5.4796446048602226e-6
pde_losses: [1.2454286053494747e-9, 9.613690524697378e-10]
bcs_losses: [2.7020812598369162e-6, 1.0117740036670509e-7, 1.4409012952018795e-6, 4.1777729952052517e-7, 3.2505233407197526e-7, 4.904482182044026e-7]
loss: 5.475293705222996e-6
pde_losses: [8.01853454541073e-10, 1.0320489834471054e-9]
bcs_losses: [2.6999661960298153e-6, 1.0663420203406281e-7, 1.4389317985336613e-6, 4.1789482548978465e-7, 3.164313404666298e-7, 4.936014402310541e-7]
loss: 5.471805962366329e-6
pde_losses: [9.52842603429473e-10, 1.6000214218213774e-9]
bcs_losses: [2.690283990562804e-6, 1.0781698715726048e-7, 1.4461487558123012e-6, 4.17204065602237e-7, 3.106314987597474e-7, 4.971678004467287e-7]
loss: 5.469944476079722e-6
pde_losses: [1.4153280371277134e-9, 8.946838721203161e-10]
bcs_losses: [2.6894896917229645e-6, 1.1070902205551252e-7, 1.4446159105226416e-6, 4.1824782491049575e-7, 3.08141422071489e-7, 4.964305928873707e-7]
loss: 5.4679416066147445e-6
pde_losses: [1.2947586157062806e-9, 8.117959999382978e-10]
bcs_losses: [2.690359738238712e-6, 1.1476145543597006e-7, 1.4444215803533546e-6, 4.1532254226863184e-7, 3.027534900980314e-7, 4.982162456043988e-7]
loss: 5.466411528728411e-6
pde_losses: [5.619291640369015e-10, 8.491442981823884e-10]
bcs_losses: [2.6899583646290658e-6, 1.1860279567706174e-7, 1.4426326731894017e-6, 4.1522823254889777e-7, 2.9836750188609454e-7, 5.002108873356701e-7]
loss: 5.464133085941944e-6
pde_losses: [3.2211584487119864e-10, 8.534062846810434e-10]
bcs_losses: [2.6880119788796322e-6, 1.25144494924412e-7, 1.4397638900939307e-6, 4.1272210290287365e-7, 2.921935511415245e-7, 5.051215458700192e-7]
loss: 5.462134824414028e-6
pde_losses: [5.631986956680952e-10, 1.0390396032311187e-9]
bcs_losses: [2.6862934270132006e-6, 1.298240645514367e-7, 1.4372654039859639e-6, 4.0908109622465687e-7, 2.886647875047434e-7, 5.09403806835127e-7]
loss: 5.460541918435122e-6
pde_losses: [1.0102696703366539e-9, 7.333606630186326e-10]
bcs_losses: [2.6863200762582637e-6, 1.3325405160713989e-7, 1.4353993817922545e-6, 4.0404532636884993e-7, 2.858145388278195e-7, 5.139649132474392e-7]
loss: 5.458164712384739e-6
pde_losses: [6.83294969958289e-10, 5.066374078892731e-10]
bcs_losses: [2.6878627382247948e-6, 1.3479477407991423e-7, 1.4341932886010431e-6, 3.9785051007698405e-7, 2.839655517736436e-7, 5.183079172505119e-7]
loss: 5.45692488731642e-6
pde_losses: [6.693478650109303e-10, 4.2411310837813327e-10]
bcs_losses: [2.6877522831494257e-6, 1.3803078066085036e-7, 1.4306773886949349e-6, 3.959689476579729e-7, 2.822874004979195e-7, 5.211146256819267e-7]
loss: 5.455315402222108e-6
pde_losses: [7.517684632083878e-10, 7.123990748343351e-10]
bcs_losses: [2.6833540613240546e-6, 1.3925391093979738e-7, 1.4309428642368937e-6, 3.9347568524493145e-7, 2.831695617813787e-7, 5.236551511570089e-7]
loss: 5.453686562262591e-6
pde_losses: [4.2069543660121077e-10, 8.688249358456598e-10]
bcs_losses: [2.687062760387003e-6, 1.4222057417084777e-7, 1.4266656169616728e-6, 3.9115053476587156e-7, 2.791524091193718e-7, 5.261451464853778e-7]
loss: 5.4519858487620255e-6
pde_losses: [1.061849036292321e-9, 1.2417313048076825e-9]
bcs_losses: [2.682784261982087e-6, 1.455196411985912e-7, 1.4252650964567398e-6, 3.897031055096352e-7, 2.8142738695440384e-7, 5.249827763194675e-7]
loss: 5.449550041056489e-6
pde_losses: [3.4074883886648974e-10, 1.2550079330344898e-9]
bcs_losses: [2.681442554179712e-6, 1.5028083054692927e-7, 1.419865707514759e-6, 3.8600528691777857e-7, 2.8228654617655125e-7, 5.280733589488585e-7]
loss: 5.448231984155729e-6
pde_losses: [2.7986711013267314e-10, 1.6629600570729142e-9]
bcs_losses: [2.680547921078853e-6, 1.4911775086338745e-7, 1.4169619096637023e-6, 3.8489907224733715e-7, 2.8666453218075157e-7, 5.280979709544929e-7]
loss: 5.4467309526935425e-6
pde_losses: [6.688688603283548e-10, 1.058545983800263e-9]
bcs_losses: [2.6733674895952382e-6, 1.5300839659256585e-7, 1.4153360325039017e-6, 3.835493442032753e-7, 2.8922888542120834e-7, 5.305133895332248e-7]
loss: 5.443964936301843e-6
pde_losses: [9.192787965886845e-10, 1.3335294358328e-9]
bcs_losses: [2.664058389867388e-6, 1.590573036842828e-7, 1.4153616066949741e-6, 3.8106313925336095e-7, 2.9390065384256426e-7, 5.28271034726851e-7]
loss: 5.439649469298484e-6
pde_losses: [6.624791482966109e-10, 1.366248877495587e-9]
bcs_losses: [2.638440867459373e-6, 1.6285190403135258e-7, 1.4227596421288666e-6, 3.830789925958666e-7, 3.0692217260881397e-7, 5.23567162448419e-7]
loss: 5.4352010461316084e-6
pde_losses: [1.0766151272696552e-9, 1.4619854280787197e-9]
bcs_losses: [2.620414754497645e-6, 1.6563374892089623e-7, 1.4222588115343697e-6, 3.8372554458362364e-7, 3.184209406029626e-7, 5.222086454367626e-7]
loss: 5.429636363793681e-6
pde_losses: [8.84213507474089e-10, 2.5354363064252732e-9]
bcs_losses: [2.6042212660160414e-6, 1.6385494992504122e-7, 1.4270772575713977e-6, 3.8509492111302477e-7, 3.2954057189135085e-7, 5.164277474629271e-7]
loss: 5.424673273329561e-6
pde_losses: [1.5239944215353494e-9, 1.5936152741137013e-9]
bcs_losses: [2.5907214035505077e-6, 1.7366022727798913e-7, 1.4269070566657592e-6, 3.8666196025507594e-7, 3.3415577106047475e-7, 5.094492448241059e-7]
loss: 5.420864025440952e-6
pde_losses: [1.3732596339599846e-9, 1.4372874575630394e-9]
bcs_losses: [2.582310550952627e-6, 1.7185801609707803e-7, 1.4271190948641331e-6, 3.87417503139639e-7, 3.414407683313958e-7, 5.079075449645557e-7]
loss: 5.418310414471218e-6
pde_losses: [1.1040938982087996e-9, 1.2030326140819185e-9]
bcs_losses: [2.5708849132573104e-6, 1.7240640621584044e-7, 1.430072711368961e-6, 3.877629800962193e-7, 3.469494190831253e-7, 5.079268579374707e-7]
loss: 5.414131904105022e-6
pde_losses: [1.0326928412901715e-9, 1.4527671468158688e-9]
bcs_losses: [2.564428624623782e-6, 1.6996154284859731e-7, 1.431004713501826e-6, 3.879340891111633e-7, 3.4875327855036445e-7, 5.09564195481182e-7]
loss: 5.411428264186883e-6
pde_losses: [1.1267624427560707e-9, 1.0850400476336098e-9]
bcs_losses: [2.551677020724623e-6, 1.6882122150316394e-7, 1.433435884000873e-6, 3.8718729743517186e-7, 3.590773986354815e-7, 5.090176393971807e-7]
loss: 5.4084597634383555e-6
pde_losses: [5.500872569966527e-10, 1.3354988328634943e-9]
bcs_losses: [2.5527765490131835e-6, 1.6367978489347455e-7, 1.4348364151999862e-6, 3.851876099206927e-7, 3.559257312946361e-7, 5.141680870265222e-7]
loss: 5.405957630006559e-6
pde_losses: [9.657009765025415e-10, 1.2291884780672942e-9]
bcs_losses: [2.5481190038104295e-6, 1.60703771557976e-7, 1.4346925414349122e-6, 3.8654170808887204e-7, 3.5695850055758744e-7, 5.16747215102212e-7]
loss: 5.4033054396326095e-6
pde_losses: [1.0136666204024698e-9, 1.0199143416445456e-9]
bcs_losses: [2.542070810014395e-6, 1.6071636261313778e-7, 1.4368980677625664e-6, 3.874527037663799e-7, 3.591769290163515e-7, 5.14956985497731e-7]
loss: 5.400475413900246e-6
pde_losses: [1.1714861395171466e-9, 1.0893742219529374e-9]
bcs_losses: [2.5424691736002877e-6, 1.6174019249060506e-7, 1.4327270358179858e-6, 3.85917956688782e-7, 3.5839989393429207e-7, 5.169603010068235e-7]
loss: 5.396905508078351e-6
pde_losses: [2.001533058795681e-9, 9.49634520089932e-10]
bcs_losses: [2.5493484037641802e-6, 1.6214787797407707e-7, 1.4292154474771852e-6, 3.866606599438973e-7, 3.514347828583982e-7, 5.151471684817271e-7]
loss: 5.393370660445997e-6
pde_losses: [1.5876362834459737e-9, 1.223043478150732e-9]
bcs_losses: [2.547567145535129e-6, 1.6187112430966482e-7, 1.4239773191853148e-6, 3.866500116666221e-7, 3.5778293202738215e-7, 5.127114479602886e-7]
loss: 5.390424264120386e-6
pde_losses: [1.737133793954452e-9, 1.3631201408366745e-9]
bcs_losses: [2.548640099064065e-6, 1.633276551652704e-7, 1.4192286890733394e-6, 3.8752577772505656e-7, 3.5891980236577176e-7, 5.096819867920921e-7]
loss: 5.3848834007584865e-6
pde_losses: [2.3067560830036768e-9, 1.3708620485882045e-9]
bcs_losses: [2.5455208203595817e-6, 1.677737702632733e-7, 1.4110919629248397e-6, 3.8901137934496347e-7, 3.608373707154691e-7, 5.069704790187676e-7]
loss: 5.378546790540394e-6
pde_losses: [2.32316236738132e-9, 1.927040240928154e-9]
bcs_losses: [2.5460233501286178e-6, 1.739648926529263e-7, 1.4024639162705712e-6, 3.9194035636791307e-7, 3.5939390769701614e-7, 5.005101648150415e-7]
loss: 5.368537599575399e-6
pde_losses: [4.379675550938562e-9, 2.369814398209483e-9]
bcs_losses: [2.5481906157393987e-6, 1.9294459618555938e-7, 1.3857461693683164e-6, 3.9556860657946775e-7, 3.542226716952462e-7, 4.851154500582617e-7]
loss: 5.357590090342101e-6
pde_losses: [2.8432255525042154e-9, 2.69989322154505e-9]
bcs_losses: [2.5262273044324535e-6, 2.1213560829652805e-7, 1.3851576338920786e-6, 3.997195722450977e-7, 3.612399523039691e-7, 4.675669003979255e-7]
loss: 5.349622616769044e-6
pde_losses: [3.829496970427661e-9, 2.614333087299554e-9]
bcs_losses: [2.5216456268883163e-6, 2.1714709890681808e-7, 1.377527877497538e-6, 4.0162342668625016e-7, 3.640542510251169e-7, 4.611805057072785e-7]
loss: 5.3417719718739876e-6
pde_losses: [1.4871021316819055e-9, 4.654956574119879e-9]
bcs_losses: [2.520774900669468e-6, 2.2226754768655852e-7, 1.3719117712409171e-6, 3.9995331571713037e-7, 3.6377715205801894e-7, 4.569452257960929e-7]
loss: 5.333773592623808e-6
pde_losses: [2.0242783650629315e-9, 3.940286218956424e-9]
bcs_losses: [2.515518300296862e-6, 2.341940903612859e-7, 1.3606342572181851e-6, 4.008518624769477e-7, 3.701461346108085e-7, 4.46464383075698e-7]
loss: 5.325741819278464e-6
pde_losses: [2.9620685044059025e-9, 4.024272291152935e-9]
bcs_losses: [2.5059446003946123e-6, 2.397186498134e-7, 1.3549762967737554e-6, 4.0407604213008816e-7, 3.7375328438877565e-7, 4.4028660498227356e-7]
loss: 5.316652172437544e-6
pde_losses: [4.3992582589009e-9, 4.009022392839389e-9]
bcs_losses: [2.501823515221425e-6, 2.4244669788880267e-7, 1.3461704511271689e-6, 4.0547019784983426e-7, 3.781899626642833e-7, 4.341430670342906e-7]
loss: 5.3078561390935606e-6
pde_losses: [2.7918767306596846e-9, 2.9749247116633266e-9]
bcs_losses: [2.4974653414318904e-6, 2.4123441733065496e-7, 1.343700946195135e-6, 4.038980638023773e-7, 3.8035069594596573e-7, 4.354398729452139e-7]
loss: 5.297578337365876e-6
pde_losses: [2.5710948240681152e-9, 2.633276186659898e-9]
bcs_losses: [2.495997610929268e-6, 2.448645894951438e-7, 1.3328549045835562e-6, 4.0521893995181917e-7, 3.8030590963663635e-7, 4.331320117587244e-7]
loss: 5.289634818683112e-6
pde_losses: [3.2526017457471525e-9, 2.2502522223695723e-9]
bcs_losses: [2.4956547708935195e-6, 2.436841494549385e-7, 1.3243292388546867e-6, 4.0614374814040116e-7, 3.8220463779026856e-7, 4.3211541958118106e-7]
loss: 5.282372201440404e-6
pde_losses: [4.598142176684528e-9, 1.5631892579287502e-9]
bcs_losses: [2.4981265060966355e-6, 2.4144094585408477e-7, 1.314381853159326e-6, 4.070044585173127e-7, 3.815671696243691e-7, 4.336899367540624e-7]
loss: 5.273226394756667e-6
pde_losses: [4.541788033496191e-9, 3.7086994721130582e-9]
bcs_losses: [2.49972320055485e-6, 2.3358831734033593e-7, 1.3031063274722434e-6, 4.0460564889304167e-7, 3.8400619270595004e-7, 4.399462202846368e-7]
loss: 5.266211622240936e-6
pde_losses: [4.805132116283558e-9, 2.669470998177656e-9]
bcs_losses: [2.498282643033586e-6, 2.3577925785773766e-7, 1.292585627450609e-6, 4.0474166439514586e-7, 3.898977328059476e-7, 4.3745009358344885e-7]
loss: 5.256627059543686e-6
pde_losses: [6.217068650573739e-9, 1.7563839265657353e-9]
bcs_losses: [2.504600688741104e-6, 2.3571120814752442e-7, 1.2773859932618087e-6, 4.037284313516364e-7, 3.906874261995233e-7, 4.3653985926494903e-7]
loss: 5.237574042814775e-6
pde_losses: [5.578070535808889e-9, 5.801969689852558e-9]
bcs_losses: [2.4881115534716227e-6, 2.403287428040136e-7, 1.2651209384614274e-6, 4.0069644984453554e-7, 4.031435180886314e-7, 4.2879279991888295e-7]
loss: 5.215509381284679e-6
pde_losses: [6.137267998075506e-9, 3.310553087421892e-9]
bcs_losses: [2.4946723046095693e-6, 2.397391168391376e-7, 1.2471076359606785e-6, 3.950198897874703e-7, 4.0336782495732583e-7, 4.2615478804499973e-7]
loss: 5.213026028670805e-6
pde_losses: [5.991776807527897e-9, 2.8751582446209968e-9]
bcs_losses: [2.494459039024722e-6, 2.397760010007962e-7, 1.245142384563823e-6, 3.947494152917887e-7, 4.043767752736948e-7, 4.2565547846383235e-7]
loss: 5.198481124681549e-6
pde_losses: [2.064919816187201e-9, 2.2606960892925083e-9]
bcs_losses: [2.491203421473024e-6, 2.3915789907182827e-7, 1.2408997629836986e-6, 3.904952229862256e-7, 4.090313226744817e-7, 4.2336787958681113e-7]
loss: 5.191907993418266e-6
pde_losses: [1.1576025241955602e-9, 2.5215093820166523e-9]
bcs_losses: [2.4889292218017294e-6, 2.3795485320252575e-7, 1.2385155614028278e-6, 3.895121104858798e-7, 4.115101823982376e-7, 4.2180695222085246e-7]
loss: 5.184819318982324e-6
pde_losses: [3.947278546564595e-9, 1.9207686271788534e-9]
bcs_losses: [2.48419099084745e-6, 2.399736251581876e-7, 1.2367450790243131e-6, 3.8861344092817094e-7, 4.126061180512857e-7, 4.168220177991735e-7]
loss: 5.177641463068275e-6
pde_losses: [5.207148498222815e-9, 2.527694793607962e-9]
bcs_losses: [2.4772341787519085e-6, 2.406279207942636e-7, 1.2365038051228537e-6, 3.8802819276171504e-7, 4.14893472691059e-7, 4.126190496546438e-7]
loss: 5.172198845451704e-6
pde_losses: [5.7884184021167854e-9, 4.645435005950754e-9]
bcs_losses: [2.4731182408517104e-6, 2.3740667498313509e-7, 1.2426568344008688e-6, 3.859697414716147e-7, 4.1168827612771917e-7, 4.1092522420858893e-7]
loss: 5.160660113060451e-6
pde_losses: [8.06848384367365e-9, 4.189091937356147e-9]
bcs_losses: [2.472801315278048e-6, 2.421795846125576e-7, 1.241451724149235e-6, 3.84690288725904e-7, 4.039920501798156e-7, 4.032875743338613e-7]
loss: 5.142877102574266e-6
pde_losses: [7.424905866025754e-9, 4.218718337042635e-9]
bcs_losses: [2.4847745481345325e-6, 2.3435251954058194e-7, 1.2291388576892972e-6, 3.842966984343661e-7, 3.980171929425616e-7, 4.006536616298585e-7]
loss: 5.131181247777531e-6
pde_losses: [5.102208582212051e-9, 4.6261411231775915e-9]
bcs_losses: [2.4881111107161602e-6, 2.3278693966592541e-7, 1.22683717912382e-6, 3.826735730947581e-7, 3.913106702330776e-7, 3.9973342523839925e-7]
loss: 5.120132816330117e-6
pde_losses: [5.061089666530948e-9, 4.6605000941220056e-9]
bcs_losses: [2.4924063895442566e-6, 2.2987121742239535e-7, 1.2201764067701464e-6, 3.809716115730123e-7, 3.887721035693226e-7, 3.9821349769033026e-7]
loss: 5.110201594421612e-6
pde_losses: [3.253607662236089e-9, 4.771238807608143e-9]
bcs_losses: [2.495897502428036e-6, 2.2526093459701851e-7, 1.2165342510312265e-6, 3.799204841741536e-7, 3.863704588815393e-7, 3.98193116839793e-7]
loss: 5.1004795540416264e-6
pde_losses: [4.731238159107106e-9, 4.227645023698151e-9]
bcs_losses: [2.5027415262750763e-6, 2.2006742832332796e-7, 1.2137733147051927e-6, 3.7826197492192073e-7, 3.800032901367909e-7, 3.9667313649651257e-7]
loss: 5.086117101775852e-6
pde_losses: [6.110844878832181e-9, 4.835839182042229e-9]
bcs_losses: [2.5046662732277852e-6, 2.1056638778978028e-7, 1.2128163595759623e-6, 3.766167692665318e-7, 3.7319113262313096e-7, 3.9731349523178736e-7]
loss: 5.071948887418089e-6
pde_losses: [6.1458459510833855e-9, 6.871205210666401e-9]
bcs_losses: [2.5024101678807606e-6, 1.9997591850066276e-7, 1.2186456780437852e-6, 3.7426866374313054e-7, 3.6309794748670125e-7, 4.0053346060129885e-7]
loss: 5.060388279118936e-6
pde_losses: [7.533260103143164e-9, 5.706328921980937e-9]
bcs_losses: [2.5034933506442465e-6, 1.9467228337036797e-7, 1.2187435139869364e-6, 3.72794055448406e-7, 3.5686858256197686e-7, 4.005769040818773e-7]
loss: 5.036564770899259e-6
pde_losses: [7.496097718154473e-9, 4.650865779716337e-9]
bcs_losses: [2.4996487310670575e-6, 1.87813267434876e-7, 1.2213423483803965e-6, 3.6981310506189925e-7, 3.4612195385122816e-7, 3.9967840160593175e-7]
loss: 5.023356717893582e-6
pde_losses: [6.252991519863671e-9, 5.918056241981482e-9]
bcs_losses: [2.488976086015656e-6, 1.8431693673291434e-7, 1.2289127119687197e-6, 3.6802265370155506e-7, 3.3994334399229657e-7, 4.0101393772059444e-7]
loss: 5.005473276437789e-6
pde_losses: [6.180999261565939e-9, 5.311157219400871e-9]
bcs_losses: [2.4726683368624345e-6, 1.8082369527800594e-7, 1.241297024579118e-6, 3.6077398128668657e-7, 3.336382810042626e-7, 4.0477980094631507e-7]
loss: 4.994916647067966e-6
pde_losses: [8.745703098966032e-9, 5.61764871029678e-9]
bcs_losses: [2.4693653725010926e-6, 1.8188425308557225e-7, 1.243122444468927e-6, 3.587126340729659e-7, 3.297952508893075e-7, 3.9767334024083744e-7]
loss: 4.972054791444141e-6
pde_losses: [7.687699276228261e-9, 6.5543842921924825e-9]
bcs_losses: [2.473892050374569e-6, 1.8106603299321863e-7, 1.250917258726556e-6, 3.510294012542836e-7, 3.14105644088687e-7, 3.868023204384069e-7]
loss: 4.965530651474861e-6
pde_losses: [7.169017362150436e-9, 6.308369605149146e-9]
bcs_losses: [2.474443109002901e-6, 1.797312277121713e-7, 1.252508172837269e-6, 3.4985855872009425e-7, 3.1045304913936845e-7, 3.8505914709575735e-7]
loss: 4.947790529394804e-6
pde_losses: [6.1359813952886664e-9, 5.610821854275035e-9]
bcs_losses: [2.472880962959642e-6, 1.8450861658680162e-7, 1.2533070952047414e-6, 3.460610236237647e-7, 3.038496563021863e-7, 3.7543637146810423e-7]
loss: 4.937050977567875e-6
pde_losses: [6.022457200478164e-9, 4.138444489099768e-9]
bcs_losses: [2.4810484638061126e-6, 1.8214267625396148e-7, 1.2503984640736392e-6, 3.426559047468355e-7, 2.9783439148817786e-7, 3.728101755095706e-7]
loss: 4.921391696160173e-6
pde_losses: [7.985537021644669e-9, 2.108792181229276e-9]
bcs_losses: [2.4912075206169645e-6, 1.834964298950921e-7, 1.2425938524203423e-6, 3.383322859094705e-7, 2.9142147352442663e-7, 3.6424580459100297e-7]
loss: 4.9098369316675494e-6
pde_losses: [5.4833980518680945e-9, 2.214387513931676e-9]
bcs_losses: [2.5007021336891092e-6, 1.8199410712153734e-7, 1.2366326775685687e-6, 3.3802038932365196e-7, 2.8422054992529807e-7, 3.6056928847358365e-7]
loss: 4.8978151267607685e-6
pde_losses: [3.138454389252456e-9, 3.089529291328124e-9]
bcs_losses: [2.5074838685681944e-6, 1.8631793005170972e-7, 1.241067569501718e-6, 3.362079530235261e-7, 2.7588655047765823e-7, 3.4462327145738236e-7]
loss: 4.881595151487793e-6
pde_losses: [6.588987544505902e-9, 2.557659508373688e-9]
bcs_losses: [2.4878406479435887e-6, 1.8681083861433983e-7, 1.2624001476519966e-6, 3.3468695732511963e-7, 2.688198430838771e-7, 3.318900698159912e-7]
loss: 4.875241676254339e-6
pde_losses: [4.194031497661752e-9, 2.0139655463666092e-9]
bcs_losses: [2.479887658993075e-6, 1.878391801442506e-7, 1.2729270568027384e-6, 3.3452982033794936e-7, 2.6574951693915154e-7, 3.281004459931466e-7]
loss: 4.868199783238532e-6
pde_losses: [4.67292246957138e-9, 2.6011501398734373e-9]
bcs_losses: [2.4751639265797066e-6, 1.8797246024257127e-7, 1.2794453968660703e-6, 3.3248777232692216e-7, 2.6303283291519644e-7, 3.228233216986194e-7]
loss: 4.855317975535817e-6
pde_losses: [6.595982178375134e-9, 3.88521609894653e-9]
bcs_losses: [2.4633110295435714e-6, 1.9107190648787743e-7, 1.2921021562750005e-6, 3.2658651275294915e-7, 2.573944373076069e-7, 3.1437073489148936e-7]
loss: 4.84695046311401e-6
pde_losses: [6.593619320483401e-9, 4.616305378230588e-9]
bcs_losses: [2.4602921838605204e-6, 1.9065968661656205e-7, 1.2929515832359446e-6, 3.2516412053717474e-7, 2.556662574565029e-7, 3.110067067085908e-7]
loss: 4.820473704964078e-6
pde_losses: [1.275691139065177e-8, 7.291467967219614e-9]
bcs_losses: [2.4426202416478317e-6, 1.9660740292339345e-7, 1.2812399827479374e-6, 3.2114817878597166e-7, 2.5416274398734294e-7, 3.046467755137297e-7]
loss: 4.797705552513842e-6
pde_losses: [7.855174971750355e-9, 6.518781547152923e-9]
bcs_losses: [2.436827495219309e-6, 1.946489777789166e-7, 1.2650369825551141e-6, 3.186041690263861e-7, 2.583385485846038e-7, 3.098754228306094e-7]
loss: 4.762797602845522e-6
pde_losses: [8.08393222686415e-9, 7.154999602121443e-9]
bcs_losses: [2.4170042431567394e-6, 1.9682446648957717e-7, 1.2617224342676757e-6, 3.1591727635574495e-7, 2.57502702485866e-7, 2.985875482609336e-7]
loss: 4.7372355165041115e-6
pde_losses: [1.0594908848788174e-8, 4.852222654865684e-9]
bcs_losses: [2.3902573698465684e-6, 1.9963574854867257e-7, 1.2563624645891692e-6, 3.155450335067036e-7, 2.6425882806097784e-7, 2.9572894044836554e-7]
loss: 4.7236073953954e-6
pde_losses: [1.0431153669404639e-8, 3.730067611070386e-9]
bcs_losses: [2.3828143346733992e-6, 2.036143474321196e-7, 1.252409799314498e-6, 3.1524707869670324e-7, 2.649602017448173e-7, 2.904004122533877e-7]
loss: 4.705202641822723e-6
pde_losses: [5.903209575112919e-9, 7.0456120363366135e-9]
bcs_losses: [2.3764732736408744e-6, 2.1007617484391246e-7, 1.2432655169019472e-6, 3.097660340633222e-7, 2.6967854284834317e-7, 2.8299427791287406e-7]
loss: 4.689102668363006e-6
pde_losses: [5.553592370573042e-9, 4.93692025713716e-9]
bcs_losses: [2.3697766258953235e-6, 2.10718043344074e-7, 1.2381655485049411e-6, 3.0815561154524907e-7, 2.7188488994084473e-7, 2.7991143650486254e-7]
loss: 4.681383033674633e-6
pde_losses: [3.3486092424917397e-9, 2.504655784127963e-9]
bcs_losses: [2.3665665995938586e-6, 2.1305224452367236e-7, 1.2365704610380979e-6, 3.0907584603065315e-7, 2.7271698999667286e-7, 2.775476274650589e-7]
loss: 4.6679014816684695e-6
pde_losses: [4.519006437064794e-9, 4.16392663616376e-9]
bcs_losses: [2.353441188658131e-6, 2.1335055844727278e-7, 1.2354716309721142e-6, 3.087337022452321e-7, 2.7690054413448973e-7, 2.7132092413800145e-7]
loss: 4.656376898379436e-6
pde_losses: [5.26490782860236e-9, 3.554796481848999e-9]
bcs_losses: [2.3473088133950088e-6, 2.2213501473949504e-7, 1.232673983600019e-6, 3.0516799812412105e-7, 2.805281892171485e-7, 2.5974319499319167e-7]
loss: 4.646798580059866e-6
pde_losses: [5.5292064057547764e-9, 3.8320398132747205e-9]
bcs_losses: [2.3316522365271823e-6, 2.2329163193305248e-7, 1.2424317388506554e-6, 3.0159267758923134e-7, 2.835167313732425e-7, 2.549523175674728e-7]
loss: 4.636531713850667e-6
pde_losses: [5.866776904163295e-9, 2.5508538031504382e-9]
bcs_losses: [2.3127526269880305e-6, 2.23241474422234e-7, 1.2525916528873503e-6, 2.9876012053122626e-7, 2.8807860515235194e-7, 2.526896031621611e-7]
loss: 4.624758508023026e-6
pde_losses: [3.945152743567495e-9, 2.3708779888239795e-9]
bcs_losses: [2.296578788414655e-6, 2.2734260029327603e-7, 1.2508483589302646e-6, 2.994290469904719e-7, 2.984613305802594e-7, 2.4578235208170726e-7]
loss: 4.613251655139199e-6
pde_losses: [4.0978777113649235e-9, 4.164450740915681e-9]
bcs_losses: [2.2859272722545984e-6, 2.2016757733248538e-7, 1.2453774022885856e-6, 3.0162903829763185e-7, 3.055875552017919e-7, 2.4630048131182494e-7]
loss: 4.603733616252269e-6
pde_losses: [4.447760764332025e-9, 2.8651308215271114e-9]
bcs_losses: [2.276270143019986e-6, 2.169534689936063e-7, 1.2420994697051818e-6, 3.026693701492516e-7, 3.126519045526693e-7, 2.4577636824571534e-7]
loss: 4.589492940037587e-6
pde_losses: [3.88963251246119e-9, 2.163724090026138e-9]
bcs_losses: [2.2629751670940143e-6, 2.1083633249911613e-7, 1.2375594589336153e-6, 3.021338196328493e-7, 3.221801293898835e-7, 2.4775467588562085e-7]
loss: 4.580344036544492e-6
pde_losses: [5.338898368250619e-9, 1.8231264301024355e-9]
bcs_losses: [2.2575944749010837e-6, 2.0840231969279575e-7, 1.2313349835395478e-6, 3.0028988597463206e-7, 3.275438236191063e-7, 2.480165240189735e-7]
loss: 4.564087277561047e-6
pde_losses: [4.8147245148735754e-9, 4.548727085526166e-9]
bcs_losses: [2.257144326648216e-6, 2.019791878537633e-7, 1.219522240749322e-6, 2.973657741236533e-7, 3.276809988220478e-7, 2.5103129776364434e-7]
loss: 4.552535070199406e-6
pde_losses: [5.375398155001242e-9, 6.97961866303771e-9]
bcs_losses: [2.2516357496052852e-6, 2.047181108846379e-7, 1.2169712288474732e-6, 2.87197976454389e-7, 3.319024965518412e-7, 2.47754491037741e-7]
loss: 4.528679194180247e-6
pde_losses: [4.8680948652106915e-9, 5.12238296659646e-9]
bcs_losses: [2.235097956831489e-6, 2.054855428991142e-7, 1.2284517337163719e-6, 2.863420280615463e-7, 3.2919437504626546e-7, 2.3411707979365314e-7]
loss: 4.512576230919623e-6
pde_losses: [3.933542141797221e-9, 7.022406098657475e-9]
bcs_losses: [2.2173968508281983e-6, 2.0652737575044945e-7, 1.2459173702073074e-6, 2.8484412751688935e-7, 3.2169087042219955e-7, 2.2524368795412452e-7]
loss: 4.499572982588677e-6
pde_losses: [4.836553705760919e-9, 5.506435432108384e-9]
bcs_losses: [2.200923432838378e-6, 2.0331414063756863e-7, 1.2579084415306963e-6, 2.8495062183170546e-7, 3.216997021972311e-7, 2.2043365441522772e-7]
loss: 4.477652969097516e-6
pde_losses: [9.497187372833664e-9, 4.907299186701945e-9]
bcs_losses: [2.163094407958414e-6, 1.9145703136221074e-7, 1.290055052615544e-6, 2.8427739059324796e-7, 3.2222056829165523e-7, 2.1214403171690751e-7]
loss: 4.461085706363118e-6
pde_losses: [8.583932438760103e-9, 4.074561241850525e-9]
bcs_losses: [2.1484394311829376e-6, 1.7805669606520232e-7, 1.3022465079009432e-6, 2.8926619313483304e-7, 3.218755925530679e-7, 2.0854279184552348e-7]
loss: 4.445868850423971e-6
pde_losses: [3.3438668858019707e-9, 4.074130255005637e-9]
bcs_losses: [2.1416385738875694e-6, 1.6683521211943162e-7, 1.3073276198033748e-6, 2.9379518022189546e-7, 3.2104286655047797e-7, 2.0781140070041393e-7]
loss: 4.436369462138763e-6
pde_losses: [2.0355797752121007e-9, 3.5491778983640205e-9]
bcs_losses: [2.132018185131189e-6, 1.6097335775854873e-7, 1.3061635807356383e-6, 2.989976872295404e-7, 3.2875341296358105e-7, 2.0387848064668942e-7]
loss: 4.425733963054041e-6
pde_losses: [4.422528195501457e-9, 4.202863330417563e-9]
bcs_losses: [2.1230235835101895e-6, 1.5487271735508978e-7, 1.3012615585079778e-6, 3.0062081353656434e-7, 3.3756400389121496e-7, 1.9976589472708594e-7]
loss: 4.412214728218867e-6
pde_losses: [3.0399546454254665e-9, 5.9969752323021385e-9]
bcs_losses: [2.124338013899808e-6, 1.5534912121640036e-7, 1.2795800129160339e-6, 3.0000710845278034e-7, 3.486085829996401e-7, 1.9529495885647727e-7]
loss: 4.395937995287259e-6
pde_losses: [2.64104372257223e-9, 4.667921766647288e-9]
bcs_losses: [2.109231282397072e-6, 1.464045686204658e-7, 1.2774221646474455e-6, 3.0304041317944584e-7, 3.574410111996862e-7, 1.9508958975392457e-7]
loss: 4.382899812529319e-6
pde_losses: [2.7509313806625904e-9, 3.394680457477213e-9]
bcs_losses: [2.098489747000662e-6, 1.4158835015716435e-7, 1.2789337537498777e-6, 3.056223459709935e-7, 3.598219723570495e-7, 1.9229803145543114e-7]
loss: 4.370870366783857e-6
pde_losses: [6.30396448881879e-9, 3.495514727150742e-9]
bcs_losses: [2.0806064886472825e-6, 1.3640900006710882e-7, 1.2966596350065904e-6, 3.07033056790154e-7, 3.539810926468053e-7, 1.8638161440994715e-7]
loss: 4.360248826216791e-6
pde_losses: [2.2669969038640266e-9, 2.2217192605094143e-9]
bcs_losses: [2.0724313013555495e-6, 1.365428508721191e-7, 1.3054956450391636e-6, 3.0421579476127753e-7, 3.525243058948041e-7, 1.845502121295039e-7]
loss: 4.354818156850922e-6
pde_losses: [2.526724561190007e-9, 1.6987376076970638e-9]
bcs_losses: [2.0666995532024057e-6, 1.320707832921212e-7, 1.309198949163413e-6, 3.066068609864969e-7, 3.536568485440709e-7, 1.8235969949352731e-7]
loss: 4.348845712543804e-6
pde_losses: [2.022880428744656e-9, 1.916732369899133e-9]
bcs_losses: [2.0714376010445227e-6, 1.278968577289697e-7, 1.3078975851468025e-6, 3.0802641454277257e-7, 3.49145873555051e-7, 1.8050176772704174e-7]
loss: 4.3431424163656045e-6
pde_losses: [2.6874488895338577e-9, 2.6954274110944426e-9]
bcs_losses: [2.0623175308419092e-6, 1.2094248032948265e-7, 1.3138265153877896e-6, 3.091474363972449e-7, 3.526450275937439e-7, 1.7888054951480614e-7]
loss: 4.331865043841209e-6
pde_losses: [2.4895222345397534e-9, 3.371310832175416e-9]
bcs_losses: [2.0448891614991058e-6, 1.1397210859627058e-7, 1.3369286144600089e-6, 3.0572427039867707e-7, 3.470189252335291e-7, 1.774711305869027e-7]
loss: 4.32206557503102e-6
pde_losses: [3.091804175464008e-9, 3.5786948931831356e-9]
bcs_losses: [2.0343351530844937e-6, 1.1038394875846014e-7, 1.3521418508432574e-6, 3.0174786480514843e-7, 3.403829192097189e-7, 1.7640333926129482e-7]
loss: 4.306156823914316e-6
pde_losses: [3.982489080393581e-9, 3.7311779053719e-9]
bcs_losses: [2.016915245311976e-6, 1.0822801170182966e-7, 1.3698509145181752e-6, 2.9719985196739106e-7, 3.3752729462842005e-7, 1.6872183880075884e-7]
loss: 4.286058650334609e-6
pde_losses: [7.637510579058257e-9, 4.739843606012644e-9]
bcs_losses: [2.0080476692887032e-6, 9.94511398566567e-8, 1.3789781635029613e-6, 2.9697402192808544e-7, 3.320626756087204e-7, 1.5816762596441192e-7]
loss: 4.265796005246404e-6
pde_losses: [6.939110478901077e-9, 3.961804385999603e-9]
bcs_losses: [2.0022657180647296e-6, 9.098688867315676e-8, 1.3813254485449245e-6, 2.992050246391276e-7, 3.3246929862870545e-7, 1.4864271183085896e-7]
loss: 4.250041446676672e-6
pde_losses: [4.388505001474955e-9, 3.929722859312797e-9]
bcs_losses: [2.0225694862738093e-6, 9.25323329294783e-8, 1.3537724235456615e-6, 2.983846838090592e-7, 3.302534112514126e-7, 1.4421088100646372e-7]
loss: 4.233407191517299e-6
pde_losses: [5.546141417911611e-9, 5.4765411342648536e-9]
bcs_losses: [2.0391592431198352e-6, 8.516628530741453e-8, 1.329132030730935e-6, 3.016271481297453e-7, 3.2798907474136367e-7, 1.3931072693582805e-7]
loss: 4.213641956965715e-6
pde_losses: [4.768663601433047e-9, 4.232731740747406e-9]
bcs_losses: [2.0503841516274597e-6, 7.754227457341058e-8, 1.3083256727693789e-6, 2.9918748677258665e-7, 3.3064805603370736e-7, 1.3855291984699153e-7]
loss: 4.194472482257701e-6
pde_losses: [4.428029037138646e-9, 2.9921313320532443e-9]
bcs_losses: [2.047322188912067e-6, 7.22458266047998e-8, 1.3031275184703484e-6, 3.032966624309199e-7, 3.283767435880683e-7, 1.3268338188230518e-7]
loss: 4.1811044237098e-6
pde_losses: [4.672949126189444e-9, 2.0521813129381965e-9]
bcs_losses: [2.0243859053496883e-6, 6.775434147781345e-8, 1.3205969271116473e-6, 3.039431345191107e-7, 3.290064997643956e-7, 1.2869248504801733e-7]
loss: 4.172658978653053e-6
pde_losses: [1.7230978318858202e-9, 1.2526699469132765e-9]
bcs_losses: [2.009051683826034e-6, 6.651359021282196e-8, 1.3335700310012147e-6, 3.0473252190151113e-7, 3.2949044386328437e-7, 1.2632494006938852e-7]
loss: 4.166807696757372e-6
pde_losses: [2.1285923125765917e-9, 1.4765205093864656e-9]
bcs_losses: [1.9979279952043467e-6, 6.189389044023705e-8, 1.3429938397285234e-6, 3.099290678634555e-7, 3.2816179633031177e-7, 1.2229599436853499e-7]
loss: 4.160013137160304e-6
pde_losses: [1.8080375654987133e-9, 1.6180188872406483e-9]
bcs_losses: [1.9954911201637456e-6, 5.933320067987963e-8, 1.3422078395282678e-6, 3.101656424227082e-7, 3.2822951914092974e-7, 1.2115975877203348e-7]
loss: 4.153893478489401e-6
pde_losses: [1.3799515140665854e-9, 1.1798342169205404e-9]
bcs_losses: [1.991111252959422e-6, 5.4327003629573337e-8, 1.3397572948300296e-6, 3.1541874981219535e-7, 3.3125405103753275e-7, 1.1946534048966144e-7]
loss: 4.1482947413999275e-6
pde_losses: [1.2263345779245749e-9, 1.1775624049838113e-9]
bcs_losses: [1.9801650883548315e-6, 5.0297709649492656e-8, 1.3450963100227018e-6, 3.133360223664906e-7, 3.3545230223695507e-7, 1.2154341178654667e-7]
loss: 4.141780809871278e-6
pde_losses: [2.2254904521532906e-9, 1.1940212644862424e-9]
bcs_losses: [1.967316858215695e-6, 4.773777255686669e-8, 1.3548442065310613e-6, 3.0972631556669086e-7, 3.3428533252398116e-7, 1.2445081276034234e-7]
loss: 4.13581552550601e-6
pde_losses: [1.888678659009228e-9, 1.920886409248973e-9]
bcs_losses: [1.9539742763906564e-6, 4.368470178999613e-8, 1.3634316659699916e-6, 3.128194693491552e-7, 3.334778634955693e-7, 1.2461798344238347e-7]
loss: 4.126191852992689e-6
pde_losses: [1.3140108059554092e-9, 3.6293452656220853e-9]
bcs_losses: [1.9461454336763938e-6, 4.015415099794983e-8, 1.364545052393568e-6, 3.1643461167537424e-7, 3.2931453757925144e-7, 1.2465471059857455e-7]
loss: 4.1100308406685314e-6
pde_losses: [4.098261330387606e-9, 2.893004724448416e-9]
bcs_losses: [1.937078471288317e-6, 3.6329032966825393e-8, 1.3616508532199375e-6, 3.130702019619888e-7, 3.2933698776508107e-7, 1.255740274115465e-7]
loss: 4.089998482112808e-6
pde_losses: [4.131365349113985e-9, 2.9025382111900626e-9]
bcs_losses: [1.930270012081105e-6, 3.345677228321513e-8, 1.3568717871391045e-6, 3.1181629915903336e-7, 3.288439398025263e-7, 1.2170576808751936e-7]
loss: 4.080576801217631e-6
pde_losses: [2.807513679942126e-9, 2.1138450512162956e-9]
bcs_losses: [1.9198740608226502e-6, 3.197330042506325e-8, 1.3591810671526685e-6, 3.136948412955621e-7, 3.3041405708019867e-7, 1.2051811571033016e-7]
loss: 4.0720411195002025e-6
pde_losses: [1.3040220647761726e-9, 2.1047709509234908e-9]
bcs_losses: [1.9162612135006528e-6, 3.116997644586041e-8, 1.3569828842848858e-6, 3.1374533930412135e-7, 3.32969557852202e-7, 1.1750335509678022e-7]
loss: 4.066721668839937e-6
pde_losses: [1.4430970224161562e-9, 9.374557166764854e-10]
bcs_losses: [1.9083700662183904e-6, 3.185685107492887e-8, 1.359606188772213e-6, 3.132429977083302e-7, 3.3474042197376785e-7, 1.1652459035321344e-7]
loss: 4.063972008518986e-6
pde_losses: [9.526328359333939e-10, 7.808514651199254e-10]
bcs_losses: [1.9000143422872248e-6, 3.3930669193115305e-8, 1.3668705987912385e-6, 3.1165291276327e-7, 3.33561125760998e-7, 1.1620887542208578e-7]
loss: 4.061367396635835e-6
pde_losses: [6.929327895509425e-10, 7.41136981472133e-10]
bcs_losses: [1.8949361158412264e-6, 3.6337297990821556e-8, 1.367962289616513e-6, 3.121019731709756e-7, 3.349867687434813e-7, 1.1360888150179439e-7]
loss: 4.060117617091886e-6
pde_losses: [5.300906794063475e-10, 8.143839420822437e-10]
bcs_losses: [1.8911419721480467e-6, 3.5947497256417944e-8, 1.3706608904630086e-6, 3.1164023209152905e-7, 3.3495728285386164e-7, 1.1442526765753386e-7]
loss: 4.058770166937683e-6
pde_losses: [7.825485005010292e-10, 5.220805458350303e-10]
bcs_losses: [1.8847949792271897e-6, 3.6269005248446003e-8, 1.3722706986602668e-6, 3.125495406967669e-7, 3.370010317149407e-7, 1.1458028234373698e-7]
loss: 4.057672988420208e-6
pde_losses: [4.883774371077228e-10, 7.50254202613217e-10]
bcs_losses: [1.8827519984795839e-6, 3.5675640891678e-8, 1.3721736552354195e-6, 3.136259497473021e-7, 3.3775319637873523e-7, 1.1445391604776815e-7]
loss: 4.056089643744226e-6
pde_losses: [8.977555270647819e-10, 5.768032457347363e-10]
bcs_losses: [1.8766401107581298e-6, 3.564907862942351e-8, 1.3721829271179588e-6, 3.13301082309928e-7, 3.4133870524406304e-7, 1.1550318091192368e-7]
loss: 4.053695349567771e-6
pde_losses: [1.5288629401314852e-9, 1.2514395265836398e-9]
bcs_losses: [1.8671739829596726e-6, 3.5725204519589845e-8, 1.3758490882282807e-6, 3.1428704863906876e-7, 3.4273123666957503e-7, 1.1514848608486932e-7]
loss: 4.048848930774036e-6
pde_losses: [1.4730975406415026e-9, 6.901856297158411e-10]
bcs_losses: [1.8592515991045042e-6, 3.3660332629337405e-8, 1.3746574427982849e-6, 3.1569681974903325e-7, 3.44759948786818e-7, 1.1865950453570108e-7]
loss: 4.043380505749393e-6
pde_losses: [1.4610889676675526e-9, 3.9695052392555645e-9]
bcs_losses: [1.8579513632924122e-6, 3.140776277392058e-8, 1.3746940327494693e-6, 3.1523571975011935e-7, 3.400691603218757e-7, 1.1859187265467284e-7]
loss: 4.0378346745600445e-6
pde_losses: [1.2312262501558387e-9, 3.0007993403591674e-9]
bcs_losses: [1.8489335303583808e-6, 3.153841738709606e-8, 1.376555827894399e-6, 3.168971100016259e-7, 3.412556735743296e-7, 1.184220897536981e-7]
loss: 4.028813854654229e-6
pde_losses: [2.409152366690388e-9, 3.0545658153283247e-9]
bcs_losses: [1.832656025465456e-6, 3.1704776985430924e-8, 1.3817014686553717e-6, 3.183052167226567e-7, 3.423246322638183e-7, 1.16658016379476e-7]
loss: 4.013756407274688e-6
pde_losses: [3.810112391100023e-9, 4.59994758515033e-9]
bcs_losses: [1.8290329160468474e-6, 2.5381227485451156e-8, 1.3884489184065673e-6, 3.215999811357776e-7, 3.289251423157675e-7, 1.1195816190802721e-7]
loss: 4.005064000877485e-6
pde_losses: [2.256265468864805e-9, 4.2606839728848155e-9]
bcs_losses: [1.8202963307165998e-6, 2.4554995785498236e-8, 1.3942327440638944e-6, 3.22549019013043e-7, 3.261068650490818e-7, 1.1080709680761799e-7]
loss: 3.993805070308499e-6
pde_losses: [2.7600425304227602e-9, 2.52043852243715e-9]
bcs_losses: [1.8103065683345496e-6, 2.485877587014932e-8, 1.403534158361581e-6, 3.2337627328705603e-7, 3.190976449749578e-7, 1.0735116842734545e-7]
loss: 3.988248813239415e-6
pde_losses: [3.1393970365590633e-9, 9.30160590056611e-10]
bcs_losses: [1.8079093114485142e-6, 2.42167455986501e-8, 1.402909312192482e-6, 3.259668474054156e-7, 3.178406629851956e-7, 1.0533637598254175e-7]
loss: 3.98375866499416e-6
pde_losses: [1.1487325858789382e-9, 1.238092941023851e-9]
bcs_losses: [1.8099539060730129e-6, 2.3456020123766126e-8, 1.4000612974475807e-6, 3.241343264576463e-7, 3.1855097610551595e-7, 1.0521531325973556e-7]
loss: 3.9767281840298885e-6
pde_losses: [1.2096781644377623e-9, 1.1174251969244838e-9]
bcs_losses: [1.8049891019100927e-6, 2.2574263667214445e-8, 1.3953418422081022e-6, 3.2433897147902316e-7, 3.2139160699952344e-7, 1.0576529440456988e-7]
loss: 3.972675673724994e-6
pde_losses: [1.3157995613496813e-9, 1.426507165797307e-9]
bcs_losses: [1.7968552257165643e-6, 2.3678520562599802e-8, 1.395707976232028e-6, 3.224953821168637e-7, 3.2678426828421025e-7, 1.044119940855809e-7]
loss: 3.967886482660262e-6
pde_losses: [1.219040571421583e-9, 1.876188143981313e-9]
bcs_losses: [1.7909830843114427e-6, 2.4932123851837845e-8, 1.3980665046290501e-6, 3.198388832501068e-7, 3.2761182866505e-7, 1.0335882923737138e-7]
loss: 3.963728020812556e-6
pde_losses: [1.2632811578128753e-9, 2.3885886581712767e-9]
bcs_losses: [1.7849340308048152e-6, 2.4949511095450503e-8, 1.3996379037433274e-6, 3.181207182035549e-7, 3.282709435371383e-7, 1.0416304361228523e-7]
loss: 3.9584924132464084e-6
pde_losses: [1.241491210752806e-9, 1.3769531964511328e-9]
bcs_losses: [1.784973197810869e-6, 2.5409679711815573e-8, 1.394866806448389e-6, 3.143288458414795e-7, 3.321824040570887e-7, 1.0411303496956332e-7]
loss: 3.950945637930256e-6
pde_losses: [1.6119651056127115e-9, 3.3121276571919933e-9]
bcs_losses: [1.7767138420559667e-6, 2.4222647119600775e-8, 1.3979372794997295e-6, 3.122090345895597e-7, 3.3079306625815e-7, 1.0414567564444474e-7]
loss: 3.945862997660203e-6
pde_losses: [1.558586693140988e-9, 3.40545533632064e-9]
bcs_losses: [1.7722016759224324e-6, 2.3703612885580368e-8, 1.3991700978884712e-6, 3.118888459214002e-7, 3.321941911786341e-7, 1.0174053183422301e-7]
loss: 3.938883472911455e-6
pde_losses: [1.7884902877531578e-9, 3.0580322957033707e-9]
bcs_losses: [1.7672325909414482e-6, 2.2759354355744956e-8, 1.4026000953824976e-6, 3.0942607290675404e-7, 3.3218896959677873e-7, 9.982986714477522e-8]
loss: 3.932229602315101e-6
pde_losses: [1.8057282892602587e-9, 2.2231488115832522e-9]
bcs_losses: [1.7534466626970845e-6, 2.3335771535948634e-8, 1.4095537346238331e-6, 3.0659321725343794e-7, 3.358679079212206e-7, 9.94034311827323e-8]
loss: 3.924774511533926e-6
pde_losses: [2.1891642354313977e-9, 3.135154286301112e-9]
bcs_losses: [1.7473154711750765e-6, 2.2969745750679126e-8, 1.4079732092697673e-6, 3.0339423870762105e-7, 3.398474254285073e-7, 9.795010268054235e-8]
loss: 3.9180557710634025e-6
pde_losses: [2.3647262111500973e-9, 1.190024248711078e-9]
bcs_losses: [1.7391355557878638e-6, 2.5385371117903824e-8, 1.412814769805266e-6, 3.027677261733967e-7, 3.3887588909276037e-7, 9.552170862635111e-8]
loss: 3.908191617096794e-6
pde_losses: [2.4339571208253308e-9, 2.210494036556922e-9]
bcs_losses: [1.7237329066130819e-6, 2.4290498594926135e-8, 1.4172361770478188e-6, 3.0377585183810927e-7, 3.40733123854133e-7, 9.377860799134255e-8]
loss: 3.896681189020592e-6
pde_losses: [4.314385658000566e-9, 4.884115908926365e-9]
bcs_losses: [1.7093105148714484e-6, 2.2683824606533394e-8, 1.4211392795899202e-6, 3.033092063980814e-7, 3.3880529987000024e-7, 9.223456211768099e-8]
loss: 3.8899419344054125e-6
pde_losses: [4.150628894938862e-9, 2.910529555296266e-9]
bcs_losses: [1.7011810274983753e-6, 2.2803901920445447e-8, 1.424901042673364e-6, 3.0439255997235915e-7, 3.3804788994869983e-7, 9.15543539419334e-8]
loss: 3.868802998770443e-6
pde_losses: [1.8605147647471905e-9, 4.332962850327175e-9]
bcs_losses: [1.6878967736157496e-6, 2.4772801041905098e-8, 1.4240068276976902e-6, 3.075170094253037e-7, 3.2987190260125463e-7, 8.854420677346555e-8]
loss: 3.8505145100073e-6
pde_losses: [7.767515680795599e-9, 5.04839714734305e-9]
bcs_losses: [1.682634945175602e-6, 2.7212220900533642e-8, 1.4175901506434742e-6, 3.0587759771296484e-7, 3.186448214336572e-7, 8.573886131292975e-8]
loss: 3.82591971624597e-6
pde_losses: [7.167519788559452e-9, 8.470541639517197e-9]
bcs_losses: [1.6839840060105922e-6, 3.0979922977161056e-8, 1.4045484108871674e-6, 3.0017830053179286e-7, 3.081020771498776e-7, 8.24889372613018e-8]
loss: 3.8094382217123953e-6
pde_losses: [5.5795871437713284e-9, 4.483739551088772e-9]
bcs_losses: [1.6753970209157242e-6, 3.1807699452550555e-8, 1.4019311881410534e-6, 2.9983316279857323e-7, 3.0572774550080235e-7, 8.46780782088314e-8]
loss: 3.7904273632988324e-6
pde_losses: [3.31230108119968e-9, 6.461279945808862e-9]
bcs_losses: [1.6658233284336012e-6, 3.3922629143787776e-8, 1.3980936403343457e-6, 2.9837681901739086e-7, 2.9679487192831946e-7, 8.764249341437909e-8]
loss: 3.777818014240291e-6
pde_losses: [2.6877278958411223e-9, 1.5731827560937273e-9]
bcs_losses: [1.658009244126033e-6, 3.763609659646272e-8, 1.397985340526605e-6, 2.9683840625993894e-7, 2.940350491333943e-7, 8.90529669459224e-8]
loss: 3.767184326763261e-6
pde_losses: [4.08505353068748e-9, 1.3722991450112165e-9]
bcs_losses: [1.6601861224094052e-6, 3.855886092939403e-8, 1.3850271160165146e-6, 2.9532309830657276e-7, 2.949350766416779e-7, 8.769669978399793e-8]
loss: 3.7625389186521484e-6
pde_losses: [2.661649679684367e-9, 1.6806332531763783e-9]
bcs_losses: [1.6592566730842082e-6, 4.0322208941094264e-8, 1.3795265149136554e-6, 2.95881750527912e-7, 2.926695884073498e-7, 9.053989984506823e-8]
loss: 3.7552839445932543e-6
pde_losses: [3.2402006275620735e-9, 1.2183010819849647e-9]
bcs_losses: [1.664503110681382e-6, 4.225500947635534e-8, 1.3633274715719363e-6, 2.961673870637192e-7, 2.935384986469133e-7, 9.103396544340118e-8]
loss: 3.748478552121625e-6
pde_losses: [2.269856604850796e-9, 1.7312575442417525e-9]
bcs_losses: [1.6791868339096333e-6, 4.3408652480957904e-8, 1.3391714726296537e-6, 2.967492018249149e-7, 2.9373603712806816e-7, 9.222523999930419e-8]
loss: 3.739566225074822e-6
pde_losses: [2.4729451361726528e-9, 2.4529782006136793e-9]
bcs_losses: [1.685111643605777e-6, 4.246138705616609e-8, 1.3204880201864072e-6, 2.996941424152977e-7, 2.9661399922944863e-7, 9.027110924493852e-8]
loss: 3.727593994942905e-6
pde_losses: [2.967621200480983e-9, 3.4524938705688418e-9]
bcs_losses: [1.682480983629845e-6, 4.2068931941909987e-8, 1.3099640742600347e-6, 3.0497179196051667e-7, 2.929369282188717e-7, 8.875116986067696e-8]
loss: 3.715582443760193e-6
pde_losses: [2.409336675106578e-9, 3.0512261062353214e-9]
bcs_losses: [1.6690490730892225e-6, 4.564391137790756e-8, 1.3000200814769758e-6, 3.103197223140739e-7, 2.9574699149020986e-7, 8.93421012304616e-8]
loss: 3.7043530947500578e-6
pde_losses: [2.094672687112962e-9, 4.468462628449856e-9]
bcs_losses: [1.6617793180689253e-6, 4.7357468080937924e-8, 1.2944172165006037e-6, 3.129268302492944e-7, 2.9579045134755384e-7, 8.55186751871803e-8]
loss: 3.6943355926096074e-6
pde_losses: [1.5798974998494032e-9, 3.863834863003181e-9]
bcs_losses: [1.66258467420523e-6, 4.4367102237491557e-8, 1.2855838888774076e-6, 3.1941368469999e-7, 2.955604463930405e-7, 8.138206383359489e-8]
loss: 3.6866060489013412e-6
pde_losses: [1.7352231754475222e-9, 3.0943045030277124e-9]
bcs_losses: [1.6658984430900133e-6, 4.109053475502718e-8, 1.2777116547665887e-6, 3.1990295458604867e-7, 3.006045390807343e-7, 7.65683949444543e-8]
loss: 3.6796315349635518e-6
pde_losses: [1.6003567028379463e-9, 1.3695759927556772e-9]
bcs_losses: [1.6749472313625519e-6, 4.033440833062915e-8, 1.2651323263427262e-6, 3.1959508381787403e-7, 3.014941796315383e-7, 7.515837278263887e-8]
loss: 3.673158699400021e-6
pde_losses: [2.060344394930567e-9, 1.5995937745505996e-9]
bcs_losses: [1.6718668722204566e-6, 4.104390552861282e-8, 1.2595135746913488e-6, 3.1814527741411514e-7, 3.0439028119746207e-7, 7.453885017854442e-8]
loss: 3.666285193057876e-6
pde_losses: [3.299064336546845e-9, 1.917783415398861e-9]
bcs_losses: [1.6709554983307523e-6, 3.9615806723936554e-8, 1.2558263740071772e-6, 3.168984963306434e-7, 3.027377168522536e-7, 7.503445306116684e-8]
loss: 3.6599210212338567e-6
pde_losses: [2.0248411016842623e-9, 1.7757047693675697e-9]
bcs_losses: [1.667564128415211e-6, 3.840735645944495e-8, 1.2521811363286376e-6, 3.1822920448199603e-7, 3.0385703026623616e-7, 7.588161941127947e-8]
loss: 3.653543704655264e-6
pde_losses: [1.7740716528747599e-9, 1.5493935220996852e-9]
bcs_losses: [1.6611400692850673e-6, 4.0751301899097586e-8, 1.2465869944967038e-6, 3.174656144793845e-7, 3.0659118689089306e-7, 7.768507242914291e-8]
loss: 3.6449803613918506e-6
pde_losses: [5.0151786012462845e-9, 2.0711078703252314e-9]
bcs_losses: [1.645414507502628e-6, 4.2485011595451417e-8, 1.2423447282509835e-6, 3.184344810470306e-7, 3.0845943801088254e-7, 8.075590851330368e-8]
loss: 3.625723261755169e-6
pde_losses: [3.317113668261682e-9, 1.861682036522745e-9]
bcs_losses: [1.6382377299863049e-6, 4.422971507368194e-8, 1.2168149869615352e-6, 3.2243468026586754e-7, 3.109191329866737e-7, 8.790822077632125e-8]
loss: 3.605497675293848e-6
pde_losses: [2.9027712028132846e-9, 2.970160318894238e-9]
bcs_losses: [1.6284025218595018e-6, 4.191628744248011e-8, 1.185026818459926e-6, 3.350131574231598e-7, 3.1060584819377946e-7, 9.866011039329321e-8]
loss: 3.6016111257917352e-6
pde_losses: [3.2195578092668623e-9, 2.423389087528219e-9]
bcs_losses: [1.6248078680218467e-6, 4.234112936427091e-8, 1.1797719743252218e-6, 3.372427619290252e-7, 3.112433473420644e-7, 1.0056109791251091e-7]
loss: 3.5859244323686672e-6
pde_losses: [4.615039619415345e-9, 1.4619373425381243e-9]
bcs_losses: [1.6026535116979636e-6, 4.658599251428635e-8, 1.1672792706809654e-6, 3.4599849629166574e-7, 3.1126634193736316e-7, 1.0606384228446945e-7]
loss: 3.5705782122277374e-6
pde_losses: [4.323644107969782e-9, 3.8515315147726995e-9]
bcs_losses: [1.580250422063872e-6, 4.906736834286946e-8, 1.1722629700758523e-6, 3.487755071617049e-7, 3.049783164302034e-7, 1.0706845253049307e-7]
loss: 3.554766741687723e-6
pde_losses: [4.915085069043253e-9, 3.96932020077538e-9]
bcs_losses: [1.5608784860093132e-6, 4.6924956433427e-8, 1.1794969975312564e-6, 3.5374167778089406e-7, 2.9076170355674224e-7, 1.1407851510627164e-7]
loss: 3.546046197517357e-6
pde_losses: [4.1980830180860086e-9, 2.8576016477010556e-9]
bcs_losses: [1.553212746429539e-6, 4.7305057478186866e-8, 1.1698266589486423e-6, 3.6178493877468116e-7, 2.886210615907528e-7, 1.1824004962976812e-7]
loss: 3.5329607882962955e-6
pde_losses: [2.235356442211588e-9, 2.6327593114720377e-9]
bcs_losses: [1.5597692288680157e-6, 4.415666429630465e-8, 1.1536681508671984e-6, 3.6060926009423e-7, 2.868385656224531e-7, 1.2305080279440976e-7]
loss: 3.5266758766740106e-6
pde_losses: [2.6119176204256477e-9, 2.69280348855704e-9]
bcs_losses: [1.5583010795701677e-6, 4.336616347571918e-8, 1.1426519912921674e-6, 3.61844511465029e-7, 2.872523426429099e-7, 1.2795506711903485e-7]
loss: 3.514260552593969e-6
pde_losses: [5.431620402554662e-9, 2.461034060368718e-9]
bcs_losses: [1.5492680817317461e-6, 4.445276359482879e-8, 1.1242639768268432e-6, 3.658960728380314e-7, 2.858443510599871e-7, 1.36642652079609e-7]
loss: 3.4907291653313594e-6
pde_losses: [9.658773447378696e-9, 3.036553635894148e-9]
bcs_losses: [1.5376234947782573e-6, 4.517267758188876e-8, 1.0994861547273863e-6, 3.648950906176323e-7, 2.870322609621411e-7, 1.4382415958078114e-7]
loss: 3.4636421378488096e-6
pde_losses: [7.870611975021086e-9, 5.9860191313483876e-9]
bcs_losses: [1.5240206762186124e-6, 4.5201780386073765e-8, 1.0751757687868365e-6, 3.7049262356071905e-7, 2.8755829935798893e-7, 1.473363584322097e-7]
loss: 3.438924316274996e-6
pde_losses: [6.485286342763732e-9, 3.902226320302466e-9]
bcs_losses: [1.511276535973223e-6, 4.397182086718955e-8, 1.0556766445688803e-6, 3.766825080994283e-7, 2.84731927948476e-7, 1.5619736615473242e-7]
loss: 3.409523542588287e-6
pde_losses: [6.192307192788417e-9, 3.975406386892689e-9]
bcs_losses: [1.4950841628017949e-6, 4.020854578262587e-8, 1.0411623209552907e-6, 3.819261637472432e-7, 2.74548859242783e-7, 1.6642577647886843e-7]
loss: 3.3960623075261317e-6
pde_losses: [5.603053590664545e-9, 4.0101626063197274e-9]
bcs_losses: [1.4864050945697342e-6, 3.997650020046559e-8, 1.0261099474962628e-6, 3.8882803006126713e-7, 2.732775400310044e-7, 1.7185197897041335e-7]
loss: 3.3739468067812597e-6
pde_losses: [5.260148054494523e-9, 3.7663792684217405e-9]
bcs_losses: [1.4744894649079756e-6, 4.129634163248873e-8, 1.0016661318925302e-6, 4.038072758971565e-7, 2.658451965927666e-7, 1.778158685354257e-7]
loss: 3.3618474690381333e-6
pde_losses: [6.315006148823565e-9, 1.4224810085544258e-9]
bcs_losses: [1.4744087008166486e-6, 3.930276590819112e-8, 9.87004887230311e-7, 4.095771852560658e-7, 2.611889695270273e-7, 1.8262747314251195e-7]
loss: 3.352361486753419e-6
pde_losses: [1.3786235146986508e-9, 3.6141065962880495e-9]
bcs_losses: [1.4725835690539174e-6, 4.054534805358711e-8, 9.85658249946617e-7, 4.097778849101658e-7, 2.585773879519282e-7, 1.80226316726217e-7]
loss: 3.3398333843371028e-6
pde_losses: [2.332549610246582e-9, 2.1792643936783354e-9]
bcs_losses: [1.4670504165654415e-6, 4.2703512851858196e-8, 9.687068164319848e-7, 4.155740919993163e-7, 2.539301497366904e-7, 1.8735658274788652e-7]
loss: 3.3319743592206744e-6
pde_losses: [1.498427144377744e-9, 2.524194171325484e-9]
bcs_losses: [1.461950979995174e-6, 4.512249305535406e-8, 9.564222878740509e-7, 4.2014163967838934e-7, 2.535433443212198e-7, 1.907709929807832e-7]
loss: 3.3243936265539437e-6
pde_losses: [1.5320742627568375e-9, 9.022073153839493e-10]
bcs_losses: [1.4589636904221357e-6, 4.609273321453004e-8, 9.500608870068888e-7, 4.2393455364206004e-7, 2.501873112057108e-7, 1.9272016948447767e-7]
loss: 3.3194137336311214e-6
pde_losses: [1.210812140530005e-9, 1.4431706980232459e-9]
bcs_losses: [1.4558118051961098e-6, 4.734881121982361e-8, 9.453630084879284e-7, 4.231499698806134e-7, 2.486932070810103e-7, 1.9639294892708256e-7]
loss: 3.315286201414277e-6
pde_losses: [4.604300413514834e-10, 4.2735351601806285e-10]
bcs_losses: [1.4533007146628702e-6, 5.02700641272706e-8, 9.4671826261024e-7, 4.177316279484674e-7, 2.501180299530793e-7, 1.9625971855498024e-7]
loss: 3.3127162989798317e-6
pde_losses: [9.898021039037264e-10, 5.774473705805417e-10]
bcs_losses: [1.4497278949017123e-6, 5.0432657620845e-8, 9.416218249357827e-7, 4.1907143710788005e-7, 2.514749637068763e-7, 1.9882027123225072e-7]
loss: 3.3112309714310504e-6
pde_losses: [4.699449338269028e-10, 5.56788125491451e-10]
bcs_losses: [1.451574241661496e-6, 4.944864022378155e-8, 9.41227466590528e-7, 4.1669857066480923e-7, 2.5185880372328083e-7, 1.9939651550783602e-7]
loss: 3.310086757234177e-6
pde_losses: [5.564656713636379e-10, 4.1121767773152015e-10]
bcs_losses: [1.4533709521668498e-6, 4.9220941481189655e-8, 9.359140407240076e-7, 4.170093608871002e-7, 2.5294035557705e-7, 2.0066342304888423e-7]
loss: 3.309187610641364e-6
pde_losses: [5.641739880674065e-10, 3.6254163289038236e-10]
bcs_losses: [1.454755530455875e-6, 4.879900515837765e-8, 9.3409775573342e-7, 4.161269409900362e-7, 2.529722232241629e-7, 2.0150943945853484e-7]
loss: 3.3076959213664616e-6
pde_losses: [5.762962042878963e-10, 4.2727364480873394e-10]
bcs_losses: [1.453937926711225e-6, 4.804166087617624e-8, 9.276048880100175e-7, 4.179956369320213e-7, 2.5356472570961005e-7, 2.0554751327831482e-7]
loss: 3.3054755857097804e-6
pde_losses: [9.673019672131545e-10, 3.817975727936276e-10]
bcs_losses: [1.450097468525922e-6, 4.8250095137297674e-8, 9.204528548064586e-7, 4.2068917906695047e-7, 2.525011999078011e-7, 2.1213568872534395e-7]
loss: 3.301797413780276e-6
pde_losses: [1.1667627254731763e-9, 5.050681035524697e-10]
bcs_losses: [1.4414223000279833e-6, 4.790747940313458e-8, 9.11650223468582e-7, 4.255390982295797e-7, 2.4993131140949147e-7, 2.236751704124797e-7]
loss: 3.2975375318260355e-6
pde_losses: [1.0440025772535197e-9, 5.6352305388624e-10]
bcs_losses: [1.4342670530608743e-6, 4.9299910439308254e-8, 9.022038655197726e-7, 4.3029493122595484e-7, 2.46365975569558e-7, 2.3349827037942798e-7]
loss: 3.2938274157534076e-6
pde_losses: [1.2663159091244903e-9, 7.489897528626096e-10]
bcs_losses: [1.4234086196561535e-6, 5.0589718224453e-8, 8.924909001401454e-7, 4.3572492974368733e-7, 2.451201857586792e-7, 2.444777565683021e-7]
loss: 3.2912158013657543e-6
pde_losses: [6.24622353831294e-10, 9.031475541825634e-10]
bcs_losses: [1.4183214782640344e-6, 5.11168330193687e-8, 8.928086755253626e-7, 4.3620221279674294e-7, 2.44079124327493e-7, 2.4715970752473855e-7]
loss: 3.287649940458338e-6
pde_losses: [1.0453523745296898e-9, 7.771476382577695e-10]
bcs_losses: [1.4112769719579948e-6, 5.221388039041192e-8, 8.796779462438198e-7, 4.4059898104279033e-7, 2.4241395481255967e-7, 2.596457059979744e-7]
loss: 3.2841043059942666e-6
pde_losses: [6.863816688246013e-10, 7.500518091953617e-10]
bcs_losses: [1.4054725016354983e-6, 5.457921486077177e-8, 8.684194658534566e-7, 4.432522434204644e-7, 2.407153563442646e-7, 2.7022909040179075e-7]
loss: 3.281420372504667e-6
pde_losses: [7.288222337182328e-10, 5.037155477499847e-10]
bcs_losses: [1.4020130908408612e-6, 5.595444489326286e-8, 8.660641610244138e-7, 4.4406353489435634e-7, 2.3984083189771194e-7, 2.722517711725926e-7]
loss: 3.279626800266177e-6
pde_losses: [9.186044001951985e-10, 4.9600905360708e-10]
bcs_losses: [1.3955701378486722e-6, 5.6889674129070024e-8, 8.576406088107146e-7, 4.4694412943521416e-7, 2.393554773266814e-7, 2.8181215926202213e-7]
loss: 3.277987010530752e-6
pde_losses: [6.078147692115752e-10, 4.5601620021288116e-10]
bcs_losses: [1.392199785140857e-6, 5.782543934980622e-8, 8.502357613044978e-7, 4.4820237061521424e-7, 2.389502802051516e-7, 2.8950954294580094e-7]
loss: 3.277035022303136e-6
pde_losses: [3.250133196036508e-10, 5.003682721567466e-10]
bcs_losses: [1.3921440488421285e-6, 5.8628996953026416e-8, 8.501109115864894e-7, 4.4654991178273016e-7, 2.3934840295947706e-7, 2.8942736858752434e-7]
loss: 3.2759355298754957e-6
pde_losses: [6.706251986844949e-10, 4.403414718771855e-10]
bcs_losses: [1.385890392397987e-6, 6.033649801306962e-8, 8.457399240852301e-7, 4.474226177352802e-7, 2.3914317774865853e-7, 2.962919532247082e-7]
loss: 3.2742244857380513e-6
pde_losses: [5.100407592606468e-10, 6.043685901846768e-10]
bcs_losses: [1.3799327612727178e-6, 6.104073730999244e-8, 8.440889658764733e-7, 4.445765501796786e-7, 2.3783926932229991e-7, 3.0563179242744375e-7]
loss: 3.272114709580589e-6
pde_losses: [7.335562804348323e-10, 7.652000703494609e-10]
bcs_losses: [1.3767878244598825e-6, 6.183038606791517e-8, 8.385937435576898e-7, 4.4072844475566146e-7, 2.375855835415637e-7, 3.150899708470916e-7]
loss: 3.2692394052585806e-6
pde_losses: [7.261873509278563e-10, 9.831509545602938e-10]
bcs_losses: [1.3735940090671873e-6, 6.315666751713504e-8, 8.353326311036408e-7, 4.356624495662615e-7, 2.359966153077656e-7, 3.2378769439110234e-7]
loss: 3.2664737839261148e-6
pde_losses: [8.41229210007611e-10, 4.0392042952645155e-10]
bcs_losses: [1.3684125207878092e-6, 6.458323480012781e-8, 8.257504768080975e-7, 4.3375431494475403e-7, 2.351564985486977e-7, 3.37571588397095e-7]
loss: 3.2643393366148762e-6
pde_losses: [5.924837332578654e-10, 8.730547379694682e-10]
bcs_losses: [1.3703026057348873e-6, 6.395445850404409e-8, 8.270184517784018e-7, 4.300499742031683e-7, 2.352102723489992e-7, 3.363380355741484e-7]
loss: 3.2619468053389257e-6
pde_losses: [4.451135737970856e-10, 9.079986094310725e-10]
bcs_losses: [1.3656957550930117e-6, 6.336938754606063e-8, 8.261440694184386e-7, 4.266369178673252e-7, 2.345166692454549e-7, 3.442308939854064e-7]
loss: 3.260048515605437e-6
pde_losses: [4.5415203716933156e-10, 4.603679118983669e-10]
bcs_losses: [1.360841041211045e-6, 6.387620802707764e-8, 8.294252187064676e-7, 4.2352274030564894e-7, 2.350545625279486e-7, 3.4641422487818196e-7]
loss: 3.258784039297761e-6
pde_losses: [2.1621378101623034e-10, 7.008834176627916e-10]
bcs_losses: [1.3605488613320234e-6, 6.3974782023131e-8, 8.285644092768438e-7, 4.2164784947137855e-7, 2.3633547045023088e-7, 3.467955695454743e-7]
loss: 3.2578802102131035e-6
pde_losses: [2.8942154614443056e-10, 3.1227773835787696e-10]
bcs_losses: [1.363040724764539e-6, 6.438231423292071e-8, 8.269052487654365e-7, 4.2075486949175243e-7, 2.364644155806121e-7, 3.457309380933401e-7]
loss: 3.2572725036408334e-6
pde_losses: [2.1528645994895576e-10, 2.170265288476228e-10]
bcs_losses: [1.3662842907229487e-6, 6.44283593932617e-8, 8.257477876045018e-7, 4.2019413270666017e-7, 2.364957796278401e-7, 3.436898405968245e-7]
loss: 3.2565936556613555e-6
pde_losses: [2.3434562067085925e-10, 1.6850974043041534e-10]
bcs_losses: [1.368017323012462e-6, 6.510948898181933e-8, 8.208827045405097e-7, 4.19426435204714e-7, 2.3584211717451068e-7, 3.4691273138623816e-7]
loss: 3.2557721481404944e-6
pde_losses: [3.400926431442801e-10, 3.647600800596082e-10]
bcs_losses: [1.3704765890336066e-6, 6.470868025212815e-8, 8.202897104064861e-7, 4.1859009714240755e-7, 2.34582472933847e-7, 3.46419745648815e-7]
loss: 3.254620080615587e-6
pde_losses: [4.156953834989082e-10, 8.053453539716502e-10]
bcs_losses: [1.3689019949763227e-6, 6.360497425470507e-8, 8.212638297508194e-7, 4.1613467103701747e-7, 2.32603135534517e-7, 3.5089043432473467e-7]
loss: 3.251609866835028e-6
pde_losses: [1.2610492407735738e-9, 7.662268662319506e-10]
bcs_losses: [1.366062596859866e-6, 6.086453607736747e-8, 8.259508988815862e-7, 4.179646139763301e-7, 2.319368733720312e-7, 3.468030715608408e-7]
loss: 3.2455650547417565e-6
pde_losses: [9.498661489094444e-10, 1.686976012457684e-9]
bcs_losses: [1.3599209030967934e-6, 5.869708929760149e-8, 8.271747362436358e-7, 4.196703044238865e-7, 2.3193252406096714e-7, 3.455326554575051e-7]
loss: 3.238429711780776e-6
pde_losses: [1.720871562060415e-9, 1.0933852668240025e-9]
bcs_losses: [1.3564360233800465e-6, 5.794114602905862e-8, 8.218583684983041e-7, 4.2353731141368293e-7, 2.3032825450009523e-7, 3.455143511307046e-7]
loss: 3.2303296001048136e-6
pde_losses: [1.5117820468241177e-9, 1.5699774183913573e-9]
bcs_losses: [1.3580835668038096e-6, 5.593952145095415e-8, 8.273526868929352e-7, 4.2880390053586786e-7, 2.2846761038293136e-7, 3.286005545730998e-7]
loss: 3.2213446019928377e-6
pde_losses: [2.955420555499642e-9, 1.5726475831760037e-9]
bcs_losses: [1.3491657050300673e-6, 5.418029812628258e-8, 8.193735582854509e-7, 4.3286986616435904e-7, 2.2911965508670216e-7, 3.3210745116130016e-7]
loss: 3.2044639615470863e-6
pde_losses: [2.725701014107531e-9, 2.776570325210362e-9]
bcs_losses: [1.3417979426145717e-6, 5.19023871975151e-8, 8.085516610414932e-7, 4.428251575823504e-7, 2.3513622188725995e-7, 3.1874831988457764e-7]
loss: 3.1860102429469534e-6
pde_losses: [4.893960198789598e-9, 6.35882665313966e-9]
bcs_losses: [1.326338372316231e-6, 5.336699650570693e-8, 7.985036231029819e-7, 4.473889316693822e-7, 2.419759012408082e-7, 3.071836312599138e-7]
loss: 3.1693023652455297e-6
pde_losses: [4.397885908554333e-9, 5.54237405515079e-9]
bcs_losses: [1.313524711748823e-6, 5.399923812806845e-8, 7.958403863604388e-7, 4.594195733915475e-7, 2.4612950386431395e-7, 2.90448691788633e-7]
loss: 3.1594015369187777e-6
pde_losses: [2.197757096741678e-9, 2.9009719790702253e-9]
bcs_losses: [1.3086667033970148e-6, 5.22558947690849e-8, 8.001282080630455e-7, 4.614685063180391e-7, 2.470970371763024e-7, 2.8468645811947845e-7]
loss: 3.1505779042972055e-6
pde_losses: [1.2320816540034841e-9, 1.257975020138107e-9]
bcs_losses: [1.2990317724116684e-6, 5.3850254357576696e-8, 8.026363721589425e-7, 4.599981233833074e-7, 2.49037487084651e-7, 2.8353383822691817e-7]
loss: 3.1444361858011477e-6
pde_losses: [2.1706492565026127e-9, 1.1845778897661488e-9]
bcs_losses: [1.2850120454489808e-6, 5.945124435116314e-8, 8.01588747828278e-7, 4.6816014008216745e-7, 2.520302619698966e-7, 2.7483851897439273e-7]
loss: 3.1401232911153444e-6
pde_losses: [1.1692964038441854e-9, 7.41452044773456e-10]
bcs_losses: [1.2814724848805414e-6, 6.236242854936003e-8, 8.037730010190455e-7, 4.699203109518948e-7, 2.526287848780637e-7, 2.680555323878208e-7]
loss: 3.1362850209033134e-6
pde_losses: [6.239834443933123e-10, 1.5873382861173456e-9]
bcs_losses: [1.2757965393447678e-6, 6.518135150934889e-8, 7.996447419532081e-7, 4.7357912188129964e-7, 2.5077424561975247e-7, 2.690976988644263e-7]
loss: 3.1342190199692662e-6
pde_losses: [3.2985354900898045e-10, 1.0154628386652014e-9]
bcs_losses: [1.2727550695482788e-6, 6.754982314192951e-8, 7.996377423700546e-7, 4.764025244180306e-7, 2.5099355752447977e-7, 2.6553498657881875e-7]
loss: 3.1330640248118193e-6
pde_losses: [4.1993232277960274e-10, 9.076775867888863e-10]
bcs_losses: [1.2719721838020833e-6, 6.65464359913148e-8, 7.99378727496e-7, 4.7656190628639963e-7, 2.4963494381661174e-7, 2.6764221750984144e-7]
loss: 3.1323869292277623e-6
pde_losses: [2.971031195103023e-10, 8.543062004118977e-10]
bcs_losses: [1.2712767843142203e-6, 6.654072889602669e-8, 8.002799300829783e-7, 4.7474138740597953e-7, 2.495885697330863e-7, 2.68808119475549e-7]
loss: 3.1316947160406177e-6
pde_losses: [2.923417306004829e-10, 8.998511695021823e-10]
bcs_losses: [1.2676185633369764e-6, 6.730749569290779e-8, 8.008747652082548e-7, 4.7507752534704635e-7, 2.5036383675847646e-7, 2.692603367968532e-7]
loss: 3.131138530502695e-6
pde_losses: [3.2464241329810374e-10, 7.941715377073563e-10]
bcs_losses: [1.265193384184772e-6, 6.699368779032335e-8, 8.001113481273654e-7, 4.746220060497329e-7, 2.5090165122742926e-7, 2.721976391720665e-7]
loss: 3.130382101579755e-6
pde_losses: [2.9885498255700135e-10, 6.468553543524559e-10]
bcs_losses: [1.261168700545721e-6, 6.585320912176969e-8, 8.004877003448642e-7, 4.744047323071824e-7, 2.5177049143665397e-7, 2.757515574866543e-7]
loss: 3.129281193003423e-6
pde_losses: [3.780026394193236e-10, 6.631828595681401e-10]
bcs_losses: [1.2595461215951015e-6, 6.618722681111188e-8, 8.005994387492082e-7, 4.718586642657705e-7, 2.510153096812893e-7, 2.790332464019537e-7]
loss: 3.1268864629313033e-6
pde_losses: [1.0315323725889914e-9, 1.1569602073643828e-9]
bcs_losses: [1.256005907402027e-6, 6.726028112305579e-8, 7.937375590440658e-7, 4.7250637479048287e-7, 2.515825268656248e-7, 2.836053211260936e-7]
loss: 3.1236606585251245e-6
pde_losses: [8.861535472455951e-10, 1.1858403933497733e-9]
bcs_losses: [1.2501089660331014e-6, 7.127690473313307e-8, 7.81748052906016e-7, 4.7622931705546815e-7, 2.528567527481259e-7, 2.8936867110868523e-7]
loss: 3.11870030830955e-6
pde_losses: [1.1117634185428742e-9, 1.7995656934382613e-9]
bcs_losses: [1.2468088739080432e-6, 7.60833962220874e-8, 7.651897442076472e-7, 4.785121097062616e-7, 2.536434046672138e-7, 2.955514504863161e-7]
loss: 3.1143308410814434e-6
pde_losses: [1.376398945999407e-9, 1.7772116200676835e-9]
bcs_losses: [1.2471139363633448e-6, 7.341975643389e-8, 7.555085536562584e-7, 4.800347389413209e-7, 2.529558549600526e-7, 3.021443901605098e-7]
loss: 3.1101049991314956e-6
pde_losses: [1.888358146287098e-9, 2.010356096859512e-9]
bcs_losses: [1.2402096217521382e-6, 7.4197495734393e-8, 7.475227877430473e-7, 4.828305101108403e-7, 2.540418333384551e-7, 3.07404036209475e-7]
loss: 3.1032465690210797e-6
pde_losses: [3.2853618638023958e-9, 2.1307194014613643e-9]
bcs_losses: [1.2294228234943497e-6, 7.590388283145244e-8, 7.3312041010627e-7, 4.888600248953069e-7, 2.5624508779439546e-7, 3.1427825863404123e-7]
loss: 3.0929000104688026e-6
pde_losses: [4.682564330858453e-9, 2.56138548425206e-9]
bcs_losses: [1.2164607801279942e-6, 7.41287929541844e-8, 7.216476899329794e-7, 4.989907447637483e-7, 2.5865744680399665e-7, 3.1577060607078903e-7]
loss: 3.085885647641982e-6
pde_losses: [3.885216853291559e-9, 1.8117316657511404e-9]
bcs_losses: [1.2097036698649232e-6, 7.686595183244414e-8, 7.088132029410622e-7, 5.08041136570236e-7, 2.5863229165379475e-7, 3.1813244626047887e-7]
loss: 3.0772353642823634e-6
pde_losses: [1.3250425143869979e-9, 2.096482669195547e-9]
bcs_losses: [1.2078759057073213e-6, 7.41818304946626e-8, 7.081909442654682e-7, 5.029667818982132e-7, 2.568622980535502e-7, 3.237360786795655e-7]
loss: 3.0703005322001732e-6
pde_losses: [2.229532438021644e-9, 2.780733930635495e-9]
bcs_losses: [1.1991183756441156e-6, 7.326756268102764e-8, 6.975021168146625e-7, 5.01203097551735e-7, 2.575190012801753e-7, 3.3668011185980043e-7]
loss: 3.0613622940121234e-6
pde_losses: [2.161899768210935e-9, 3.1597251331065353e-9]
bcs_losses: [1.189253119428367e-6, 7.534987446804934e-8, 6.821664355075778e-7, 4.989872087536167e-7, 2.571971568314361e-7, 3.5308687412175896e-7]
loss: 3.0531199309910558e-6
pde_losses: [5.079615818053428e-9, 2.3368574607666103e-9]
bcs_losses: [1.1796562620149652e-6, 7.722532181497317e-8, 6.769966810629578e-7, 4.898111225593764e-7, 2.588012774400781e-7, 3.632127928198857e-7]
loss: 3.0432244064437425e-6
pde_losses: [1.7834305814669616e-9, 1.7000426735339953e-9]
bcs_losses: [1.1784176982109314e-6, 7.78626023870259e-8, 6.713799463068931e-7, 4.776800934954489e-7, 2.562377537530601e-7, 3.781628390353823e-7]
loss: 3.037516351001216e-6
pde_losses: [1.8084102539875985e-9, 1.8110164770000641e-9]
bcs_losses: [1.173991154461464e-6, 7.832745431264276e-8, 6.609394872710595e-7, 4.7413201217543383e-7, 2.562970977841486e-7, 3.902097182654796e-7]
loss: 3.0283461669562657e-6
pde_losses: [2.584993789259186e-9, 1.3170727609804201e-9]
bcs_losses: [1.166660214177179e-6, 8.226968909630326e-8, 6.505701777358487e-7, 4.691370425435336e-7, 2.570563623285824e-7, 3.9875061452457894e-7]
loss: 3.020116798354255e-6
pde_losses: [3.956205722864807e-9, 1.821092059694467e-9]
bcs_losses: [1.1540205727158519e-6, 8.20162773648149e-8, 6.463140915328529e-7, 4.632121290207894e-7, 2.5651906741427595e-7, 4.1225736252311005e-7]
loss: 3.0126924011626966e-6
pde_losses: [1.57017358400975e-9, 2.6825581551200798e-9]
bcs_losses: [1.1489990491533146e-6, 8.449657895616733e-8, 6.432556107085002e-7, 4.5948530115413453e-7, 2.5899415178441227e-7, 4.132089776670381e-7]
loss: 3.007468392946216e-6
pde_losses: [1.4321585906088096e-9, 2.1119228953502432e-9]
bcs_losses: [1.1416270868869987e-6, 8.567909134363707e-8, 6.379936499752562e-7, 4.559000798368788e-7, 2.6100572120804915e-7, 4.217186822094372e-7]
loss: 2.9997776187158665e-6
pde_losses: [2.049106559347459e-9, 1.6885202885029041e-9]
bcs_losses: [1.129951226698468e-6, 8.896648467850689e-8, 6.362531136355261e-7, 4.4771336149114194e-7, 2.6194140835466185e-7, 4.312143970097117e-7]
loss: 2.9930943564529336e-6
pde_losses: [2.2012410829499535e-9, 1.3308860120914595e-9]
bcs_losses: [1.1202460522721964e-6, 8.956750161763849e-8, 6.306635204261989e-7, 4.415222687688672e-7, 2.6550839612745676e-7, 4.420544901455341e-7]
loss: 2.987192924427839e-6
pde_losses: [1.1013549326541974e-9, 1.5198770891107322e-9]
bcs_losses: [1.1138762920848028e-6, 9.337013752896426e-8, 6.348662458781726e-7, 4.3113837798912767e-7, 2.669784952953647e-7, 4.4434214362964164e-7]
loss: 2.9841661960407062e-6
pde_losses: [1.2335508442434839e-9, 1.698840575456152e-9]
bcs_losses: [1.1113170901826379e-6, 9.335455917799694e-8, 6.31123054157195e-7, 4.2750217719877e-7, 2.676249066874622e-7, 4.5031201721694427e-7]
loss: 2.979832860637075e-6
pde_losses: [2.195216147694341e-9, 1.7154702451562325e-9]
bcs_losses: [1.1076065772698806e-6, 9.696310632780566e-8, 6.253737585624974e-7, 4.2473802198475955e-7, 2.6771809431448045e-7, 4.535226157848014e-7]
loss: 2.976936822196816e-6
pde_losses: [1.5782761278711115e-9, 1.993039388938683e-9]
bcs_losses: [1.1038280893259165e-6, 9.771176116238614e-8, 6.213643672410681e-7, 4.2010603879693915e-7, 2.678274745349812e-7, 4.625277756187155e-7]
loss: 2.974939156861276e-6
pde_losses: [9.06896874554472e-10, 1.7947650708799563e-9]
bcs_losses: [1.1055032919706144e-6, 9.666236585439489e-8, 6.187283348152927e-7, 4.1958059077532703e-7, 2.6699193933383064e-7, 4.6477097216638176e-7]
loss: 2.9704530519495716e-6
pde_losses: [6.317120013450949e-10, 1.6319397859617038e-9]
bcs_losses: [1.1009447097375846e-6, 9.971787688115692e-8, 6.118741014277129e-7, 4.1164535062002333e-7, 2.6891115769136217e-7, 4.750962038044248e-7]
loss: 2.9669012024608065e-6
pde_losses: [1.0159344262777384e-9, 1.5923844207079685e-9]
bcs_losses: [1.0928251458988654e-6, 1.0261742268709414e-7, 6.057971878536661e-7, 4.1039816371316916e-7, 2.7205708158834804e-7, 4.805978818726782e-7]
loss: 2.9634277796273223e-6
pde_losses: [5.827089506974724e-10, 1.283527676145243e-9]
bcs_losses: [1.0870949086955035e-6, 1.0578518474866097e-7, 6.033410216446222e-7, 4.0688301288029865e-7, 2.741767449598387e-7, 4.842806700715554e-7]
loss: 2.9602799637063638e-6
pde_losses: [1.495912154046552e-9, 1.3009627978560917e-9]
bcs_losses: [1.0813555919423067e-6, 1.0368504526956386e-7, 5.951168120477402e-7, 4.0404899042269137e-7, 2.7802765809100933e-7, 4.952489909811502e-7]
loss: 2.955817697514703e-6
pde_losses: [1.4696736227622817e-9, 1.9275858806052024e-9]
bcs_losses: [1.076131770751745e-6, 1.0206195440672419e-7, 5.940665630999914e-7, 4.049261229136522e-7, 2.806314970728006e-7, 4.946025297664224e-7]
loss: 2.9530136164008924e-6
pde_losses: [1.0892724279465216e-9, 1.7950909318646875e-9]
bcs_losses: [1.0717519829679972e-6, 1.0190495489537672e-7, 5.89545000221322e-7, 4.017104366450113e-7, 2.833430132968581e-7, 5.018738650145154e-7]
loss: 2.9496230615170495e-6
pde_losses: [1.3300626644518918e-9, 1.5180592454202682e-9]
bcs_losses: [1.0694694017235503e-6, 1.0194395379203277e-7, 5.819177992290303e-7, 3.990432872491045e-7, 2.8537496052145594e-7, 5.090255370920037e-7]
loss: 2.9464102309152203e-6
pde_losses: [2.2269988813097204e-9, 1.367656035757401e-9]
bcs_losses: [1.0658748886348412e-6, 1.0505004564162477e-7, 5.78404647257121e-7, 3.9894175467724017e-7, 2.8672720918314257e-7, 5.078170306041834e-7]
loss: 2.942970452385923e-6
pde_losses: [8.805334967649917e-10, 1.2920547917697e-9]
bcs_losses: [1.066630172241119e-6, 1.0691120388774088e-7, 5.741937252913183e-7, 4.009999965681306e-7, 2.8804798632427056e-7, 5.040147797848085e-7]
loss: 2.9382515128023754e-6
pde_losses: [1.40084197500309e-9, 8.299189650978036e-10]
bcs_losses: [1.065592486220437e-6, 1.0976283904661107e-7, 5.653021415164029e-7, 3.9987034944334963e-7, 2.898974956445925e-7, 5.05595439990881e-7]
loss: 2.9342249584447816e-6
pde_losses: [9.780053309882719e-10, 9.125677713016636e-10]
bcs_losses: [1.065061952560546e-6, 1.1177616816687532e-7, 5.633604527287456e-7, 3.9594705716735853e-7, 2.908140455997569e-7, 5.053747091192092e-7]
loss: 2.931137200854967e-6
pde_losses: [1.6319508376272746e-9, 8.267670768279529e-10]
bcs_losses: [1.0647011462162508e-6, 1.1199493567070637e-7, 5.531033904755097e-7, 3.9237411850628104e-7, 2.948032045343272e-7, 5.117016875374369e-7]
loss: 2.9281351471438106e-6
pde_losses: [1.339313040382197e-9, 1.2663541138458387e-9]
bcs_losses: [1.0681033968993485e-6, 1.1260635925781805e-7, 5.477606880912304e-7, 3.90435506538573e-7, 2.9493239037076723e-7, 5.116911388318453e-7]
loss: 2.9243196082753205e-6
pde_losses: [6.606206226096095e-10, 1.7066124123717009e-9]
bcs_losses: [1.0668757033790434e-6, 1.15263220430155e-7, 5.390777833409759e-7, 3.8639777335603705e-7, 3.005816913506334e-7, 5.137562033834943e-7]
loss: 2.9210092133644464e-6
pde_losses: [8.883801544190436e-10, 1.7889136482508837e-9]
bcs_losses: [1.067385098762423e-6, 1.195559238372591e-7, 5.348989964921272e-7, 3.81755668806914e-7, 3.027300102786387e-7, 5.120062213844144e-7]
loss: 2.918290404192571e-6
pde_losses: [1.090974537314627e-9, 1.5331173115769867e-9]
bcs_losses: [1.0664456286480016e-6, 1.1966417560933002e-7, 5.354785599858146e-7, 3.803769953969301e-7, 3.023243427333092e-7, 5.113766099702936e-7]
loss: 2.9156250930518947e-6
pde_losses: [5.86932120402521e-10, 1.4610597728303363e-9]
bcs_losses: [1.0659118496506542e-6, 1.2173163515845066e-7, 5.306534710309417e-7, 3.790631030259446e-7, 3.043633157110689e-7, 5.118537265816013e-7]
loss: 2.914018908411882e-6
pde_losses: [3.30570324956284e-10, 9.48506984383512e-10]
bcs_losses: [1.0639479737152212e-6, 1.2417816773365392e-7, 5.299532162264402e-7, 3.7747446862480444e-7, 3.0629830982327853e-7, 5.10887694979144e-7]
loss: 2.913078482250216e-6
pde_losses: [4.469160092409652e-10, 6.914450635476303e-10]
bcs_losses: [1.0624955666659254e-6, 1.264402151002077e-7, 5.28166188841138e-7, 3.7546949399726353e-7, 3.079655137143136e-7, 5.114031428585793e-7]
loss: 2.9122159305573725e-6
pde_losses: [5.210777321229511e-10, 6.58467676863041e-10]
bcs_losses: [1.0608888645411284e-6, 1.2796235728713278e-7, 5.289132580045552e-7, 3.760660692692387e-7, 3.079009555748583e-7, 5.093048804714733e-7]
loss: 2.911130939969324e-6
pde_losses: [3.553896576397365e-10, 7.538844925923705e-10]
bcs_losses: [1.0631604727363834e-6, 1.3006664778353572e-7, 5.25643901320509e-7, 3.746600413723579e-7, 3.092620391901551e-7, 5.072285634161505e-7]
loss: 2.910246429764133e-6
pde_losses: [3.3783405813995127e-10, 9.51724641960717e-10]
bcs_losses: [1.0644398601976607e-6, 1.3140924719326484e-7, 5.197136847749366e-7, 3.7415536288685845e-7, 3.1149919464689986e-7, 5.077395213644117e-7]
loss: 2.909197494825517e-6
pde_losses: [8.292146994459284e-10, 1.2259647514774538e-9]
bcs_losses: [1.0643195550787211e-6, 1.3254993284399927e-7, 5.166461201128364e-7, 3.749051929010964e-7, 3.12257016314597e-7, 5.064644981233438e-7]
loss: 2.9083918115160095e-6
pde_losses: [3.5008665814349976e-10, 1.3475875880692057e-9]
bcs_losses: [1.0632474456017505e-6, 1.3395148991883697e-7, 5.147819476643042e-7, 3.743041315459909e-7, 3.13840006711368e-7, 5.065691158275465e-7]
loss: 2.907623688686217e-6
pde_losses: [3.8409081157091044e-10, 1.3944339569701395e-9]
bcs_losses: [1.0600328632897775e-6, 1.3226354539095503e-7, 5.153660177875519e-7, 3.752444229758454e-7, 3.140863162857617e-7, 5.088519981877843e-7]
loss: 2.906849467780929e-6
pde_losses: [3.3586024684875185e-10, 1.0976221497606398e-9]
bcs_losses: [1.0569436664351329e-6, 1.3299970665745888e-7, 5.148260755341064e-7, 3.7649026212755946e-7, 3.1451960312725704e-7, 5.096366715028045e-7]
loss: 2.90581862494131e-6
pde_losses: [6.357858243080886e-10, 1.1401578455230165e-9]
bcs_losses: [1.0554888821774153e-6, 1.3302377518770795e-7, 5.132507916091604e-7, 3.787094914802901e-7, 3.133702651528948e-7, 5.101994756640106e-7]
loss: 2.9048796594422883e-6
pde_losses: [5.808476100914401e-10, 1.492196897854432e-9]
bcs_losses: [1.054756154487652e-6, 1.3512604002442576e-7, 5.092962254149303e-7, 3.8092658459503266e-7, 3.133081988017254e-7, 5.093934116105765e-7]
loss: 2.903671528014412e-6
pde_losses: [2.775506054058796e-10, 2.116706308032528e-9]
bcs_losses: [1.056328977330326e-6, 1.3632224296430643e-7, 5.038336938585091e-7, 3.8218137582844106e-7, 3.1250421973335554e-7, 5.10106761386036e-7]
loss: 2.9017379755566822e-6
pde_losses: [3.812303718746064e-10, 1.9843186945345824e-9]
bcs_losses: [1.0583750795137668e-6, 1.4174304577128748e-7, 4.961228286819188e-7, 3.865356699007062e-7, 3.1244480794838005e-7, 5.041509946742135e-7]
loss: 2.899672616697425e-6
pde_losses: [5.711501820066353e-10, 1.5138644788562558e-9]
bcs_losses: [1.0582128200585385e-6, 1.4315085459086997e-7, 4.952718598119737e-7, 3.877165606648883e-7, 3.0947292361466004e-7, 5.037625832956319e-7]
loss: 2.898313778102555e-6
pde_losses: [2.572959075763887e-10, 1.526643938125841e-9]
bcs_losses: [1.0624889679847293e-6, 1.4390512193724956e-7, 4.916451115202813e-7, 3.889239116557326e-7, 3.0564908705579566e-7, 5.039176381030643e-7]
loss: 2.8971018399177985e-6
pde_losses: [3.3534184916148807e-10, 1.6269148443175602e-9]
bcs_losses: [1.063906936379059e-6, 1.4286677206853857e-7, 4.902031131953921e-7, 3.884460958150954e-7, 3.032102237681464e-7, 5.065064419980878e-7]
loss: 2.8958617084570743e-6
pde_losses: [4.591754730571188e-10, 1.5908690444594837e-9]
bcs_losses: [1.063088852399085e-6, 1.412062496100296e-7, 4.918173908002834e-7, 3.882715148862098e-7, 3.013095039590088e-7, 5.081181522849412e-7]
loss: 2.894343055082834e-6
pde_losses: [3.893461289400953e-10, 1.6720319545007055e-9]
bcs_losses: [1.0612349252246016e-6, 1.3560456276118502e-7, 4.938030818320035e-7, 3.877033782355541e-7, 3.011782987404828e-7, 5.127574302055657e-7]
loss: 2.892347785744095e-6
pde_losses: [4.2976426358687597e-10, 1.0600905565423044e-9]
bcs_losses: [1.0650705889848819e-6, 1.3365235516314974e-7, 4.912529379518333e-7, 3.8620220540175467e-7, 2.998151712847958e-7, 5.1486467213755e-7]
loss: 2.889942473102891e-6
pde_losses: [3.7394645184783664e-10, 1.3160314576406792e-9]
bcs_losses: [1.06297598275939e-6, 1.3185407011215479e-7, 4.949714340404339e-7, 3.862666763910854e-7, 2.9678947673795734e-7, 5.153948551523812e-7]
loss: 2.8866908049717737e-6
pde_losses: [9.56286930519547e-10, 1.6395798257077492e-9]
bcs_losses: [1.0561446137561225e-6, 1.3344031041053243e-7, 4.983673694033212e-7, 3.8201391376441454e-7, 2.997637164023983e-7, 5.143650144787571e-7]
loss: 2.88189996323904e-6
pde_losses: [9.746684653908358e-10, 2.322097404227321e-9]
bcs_losses: [1.0527731447544869e-6, 1.278001906855994e-7, 5.026591043356657e-7, 3.776286971145577e-7, 2.997379512153794e-7, 5.180041092637328e-7]
loss: 2.874939502886789e-6
pde_losses: [1.523838425171772e-9, 1.642603152180782e-9]
bcs_losses: [1.054747126614266e-6, 1.305758867563994e-7, 4.989628361895593e-7, 3.6823251420310757e-7, 3.0135664740004356e-7, 5.178980501460607e-7]
loss: 2.8653074488108297e-6
pde_losses: [2.8021811906287326e-9, 2.658915850351204e-9]
bcs_losses: [1.0665504110262795e-6, 1.3529766194331038e-7, 4.863882573162983e-7, 3.5957224804537115e-7, 2.9784256127794475e-7, 5.14195212160646e-7]
loss: 2.8508592576662477e-6
pde_losses: [2.6508494389830714e-9, 3.941164702961472e-9]
bcs_losses: [1.07565246503401e-6, 1.4337084953225642e-7, 4.860593307960106e-7, 3.4433740198123036e-7, 2.919792228689768e-7, 5.028679733118194e-7]
loss: 2.8379756854610807e-6
pde_losses: [1.920641647296715e-9, 3.5050141661686113e-9]
bcs_losses: [1.0683033862245129e-6, 1.4522558109577001e-7, 4.905003013692053e-7, 3.373670859285227e-7, 2.9678902732703796e-7, 4.943646477025661e-7]
loss: 2.8251384284863772e-6
pde_losses: [4.534274786313616e-9, 4.171521635994683e-9]
bcs_losses: [1.0617913362971492e-6, 1.449079035263425e-7, 4.974268080778019e-7, 3.330943408169231e-7, 2.9764262642787124e-7, 4.815696169179808e-7]
loss: 2.813697283512269e-6
pde_losses: [2.929113157447842e-9, 5.544715791408314e-9]
bcs_losses: [1.0696252724938707e-6, 1.4979277209050877e-7, 4.928802116601967e-7, 3.2437460371197186e-7, 2.9871795895071033e-7, 4.6983263565615423e-7]
loss: 2.803170127238955e-6
pde_losses: [1.8662858368307864e-9, 3.50199194787558e-9]
bcs_losses: [1.075657110793266e-6, 1.546505627760759e-7, 4.870099257465936e-7, 3.20681853127494e-7, 2.969681102231468e-7, 4.6283428678767214e-7]
loss: 2.791932867737029e-6
pde_losses: [1.755345228668035e-9, 4.27399100996737e-9]
bcs_losses: [1.0844714605409383e-6, 1.5720800589016893e-7, 4.753705377897189e-7, 3.094197048390139e-7, 3.0231745995859414e-7, 4.571163624799595e-7]
loss: 2.7827787392944074e-6
pde_losses: [1.4241361978268621e-9, 4.0420455986739786e-9]
bcs_losses: [1.0958994235353624e-6, 1.6525291187112966e-7, 4.6526865068198536e-7, 3.0243471376380845e-7, 3.0211602877566724e-7, 4.463408288699533e-7]
loss: 2.7754850262667947e-6
pde_losses: [2.595589194324894e-9, 3.2816088931155667e-9]
bcs_losses: [1.0965854067008889e-6, 1.6236256343761974e-7, 4.6521530270129726e-7, 2.936472610012482e-7, 3.0186504515151187e-7, 4.4993224918678814e-7]
loss: 2.7678712271546103e-6
pde_losses: [1.8988250725234715e-9, 3.772277779949929e-9]
bcs_losses: [1.09363257374794e-6, 1.6382841907129425e-7, 4.632460459908325e-7, 2.823669888098248e-7, 3.090910934116722e-7, 4.5003500327057356e-7]
loss: 2.76184881228921e-6
pde_losses: [1.3376485801107672e-9, 3.11202469167719e-9]
bcs_losses: [1.096137245698976e-6, 1.6562183114659638e-7, 4.6410733476004145e-7, 2.7461096424638743e-7, 3.1167895385955486e-7, 4.452428093058663e-7]
loss: 2.7567434634625664e-6
pde_losses: [1.0727007692401063e-9, 2.487336646228256e-9]
bcs_losses: [1.098105906032632e-6, 1.6996948615031618e-7, 4.6455599561122957e-7, 2.6845350502819276e-7, 3.114673353869039e-7, 4.406311978378233e-7]
loss: 2.7512272704539386e-6
pde_losses: [1.4289092698178216e-9, 2.4526275168257103e-9]
bcs_losses: [1.1019094004960822e-6, 1.7093909818907568e-7, 4.6413877940023725e-7, 2.557486846008445e-7, 3.13510197223089e-7, 4.4109957375796636e-7]
loss: 2.7464349497721532e-6
pde_losses: [1.2123087122799678e-9, 1.8898683598476374e-9]
bcs_losses: [1.1050889770025283e-6, 1.6985414011396033e-7, 4.6158632450010826e-7, 2.442135444027087e-7, 3.182898678303522e-7, 4.442999188503678e-7]
loss: 2.743610194033008e-6
pde_losses: [5.743410024462652e-10, 1.7422539643537855e-9]
bcs_losses: [1.1130785451207873e-6, 1.7207095087956363e-7, 4.597293292036621e-7, 2.3630487727250003e-7, 3.180117601964878e-7, 4.4209813639320655e-7]
loss: 2.7412039821831916e-6
pde_losses: [6.962485065072835e-10, 1.1394374023753963e-9]
bcs_losses: [1.1154060177124348e-6, 1.7259868329794973e-7, 4.589115656080178e-7, 2.331265195946145e-7, 3.172094666254374e-7, 4.4211604343585445e-7]
loss: 2.7395550764706755e-6
pde_losses: [4.481534729098065e-10, 1.161465183363165e-9]
bcs_losses: [1.117310070549619e-6, 1.7204754030691443e-7, 4.572343290308385e-7, 2.2930659922868524e-7, 3.2194563132183215e-7, 4.401012873765134e-7]
loss: 2.738282907980585e-6
pde_losses: [6.048560970581804e-10, 1.0533725573423641e-9]
bcs_losses: [1.1149074341541564e-6, 1.6917451075333805e-7, 4.596412657147307e-7, 2.2861141310351298e-7, 3.2420073641182093e-7, 4.4008931918862517e-7]
loss: 2.7370496466378502e-6
pde_losses: [5.089381332620845e-10, 1.1269963531512368e-9]
bcs_losses: [1.1162985075069376e-6, 1.6767703769843362e-7, 4.5844633974130543e-7, 2.2675963786714e-7, 3.280760714455135e-7, 4.381561178921069e-7]
loss: 2.7353471372184194e-6
pde_losses: [5.832950905638883e-10, 1.1151405413931656e-9]
bcs_losses: [1.1146703276392947e-6, 1.6886132923024631e-7, 4.5884295587414406e-7, 2.2650079269131548e-7, 3.345973979836504e-7, 4.301758981678114e-7]
loss: 2.7335656782546937e-6
pde_losses: [5.017921754863938e-10, 1.8020413096136758e-9]
bcs_losses: [1.1133660004691573e-6, 1.676841257720454e-7, 4.616971749840055e-7, 2.2778126800622083e-7, 3.3733233726020055e-7, 4.2340093827796366e-7]
loss: 2.7301270539461554e-6
pde_losses: [1.4276078370735263e-9, 2.8425793485850316e-9]
bcs_losses: [1.1138724641610592e-6, 1.6629335110646677e-7, 4.675198009122554e-7, 2.2865563062428675e-7, 3.3904180151655136e-7, 4.1047381843987747e-7]
loss: 2.726786785352274e-6
pde_losses: [6.12565307987771e-10, 3.1676776544966643e-9]
bcs_losses: [1.1214387105575325e-6, 1.6948374009890568e-7, 4.6913748675245295e-7, 2.2672453185118162e-7, 3.4291833140286606e-7, 3.9330374172685064e-7]
loss: 2.723400083148248e-6
pde_losses: [1.3802482408991775e-9, 2.430025676138072e-9]
bcs_losses: [1.1288297260503558e-6, 1.7299867747198462e-7, 4.687975076645558e-7, 2.2784754882109428e-7, 3.4277445640419037e-7, 3.783418928190297e-7]
loss: 2.720782386126743e-6
pde_losses: [9.671793066019422e-10, 1.9000486274351327e-9]
bcs_losses: [1.1315553176677395e-6, 1.7405881081924601e-7, 4.7134950900517745e-7, 2.2474703457622893e-7, 3.4520823413605213e-7, 3.709962519882615e-7]
loss: 2.7182524575420233e-6
pde_losses: [1.160985351910659e-9, 2.0663153476368026e-9]
bcs_losses: [1.1339535229715098e-6, 1.7562402525733067e-7, 4.756804621395491e-7, 2.2831888353289275e-7, 3.42579407190338e-7, 3.588688557508561e-7]
loss: 2.7152438438431914e-6
pde_losses: [5.890187622894694e-10, 1.8274619181169096e-9]
bcs_losses: [1.137369933933733e-6, 1.7322100727744356e-7, 4.820960679530705e-7, 2.2962281225440555e-7, 3.439757612401625e-7, 3.4654178050397023e-7]
loss: 2.711856686390731e-6
pde_losses: [1.0037395154618233e-9, 2.2411939694781883e-9]
bcs_losses: [1.1353345106708488e-6, 1.6813442583804643e-7, 4.909155951297473e-7, 2.3423420333395325e-7, 3.398915020375823e-7, 3.4010151589561306e-7]
loss: 2.709085495213346e-6
pde_losses: [5.842770361308524e-10, 1.851638209411356e-9]
bcs_losses: [1.1367545639401306e-6, 1.6521567545678626e-7, 4.950561489536247e-7, 2.354753380251205e-7, 3.3920983066368107e-7, 3.3493802292846027e-7]
loss: 2.707702007422071e-6
pde_losses: [3.2707256999883865e-10, 2.1345053724252503e-9]
bcs_losses: [1.13917594809856e-6, 1.6152571230338163e-7, 4.942822369896281e-7, 2.3428877823789715e-7, 3.3535884944860904e-7, 3.4060890440157194e-7]
loss: 2.705920295500769e-6
pde_losses: [4.240484189782681e-10, 1.9133287151254744e-9]
bcs_losses: [1.1382042281549596e-6, 1.57939656540961e-7, 4.950952019492603e-7, 2.3202568398801513e-7, 3.354009389107741e-7, 3.4491720882269486e-7]
loss: 2.703338530359211e-6
pde_losses: [5.556761458448582e-10, 1.8192636791988957e-9]
bcs_losses: [1.1316382904627393e-6, 1.5176933760070684e-7, 4.958087632290968e-7, 2.3050766222404774e-7, 3.3291374817834286e-7, 3.5832578883923376e-7]
loss: 2.70076165928753e-6
pde_losses: [1.087034109965899e-9, 2.3763033491873682e-9]
bcs_losses: [1.1305362064006682e-6, 1.4777395824360484e-7, 5.040556069058519e-7, 2.280823221159998e-7, 3.3292663384986513e-7, 3.5392359431238633e-7]
loss: 2.6971160978091585e-6
pde_losses: [5.535342855421661e-10, 1.6100466995372547e-9]
bcs_losses: [1.1277126161434186e-6, 1.4357846443581696e-7, 5.069900462092498e-7, 2.289337369348022e-7, 3.301950782505014e-7, 3.5754257485028987e-7]
loss: 2.694721517795605e-6
pde_losses: [3.217627831587759e-10, 1.978088494566295e-9]
bcs_losses: [1.1263183441212697e-6, 1.3982628474833333e-7, 5.1120031874538e-7, 2.3052048637013947e-7, 3.329001339295732e-7, 3.5165609860318454e-7]
loss: 2.6934422097045997e-6
pde_losses: [3.7646697887281704e-10, 1.7025821638963599e-9]
bcs_losses: [1.125275688825957e-6, 1.4212619191655618e-7, 5.089100083800711e-7, 2.304491790194088e-7, 3.3349174297572634e-7, 3.511103494441113e-7]
loss: 2.6914980880579365e-6
pde_losses: [2.945925410538505e-10, 1.4430427261467919e-9]
bcs_losses: [1.1247052478316162e-6, 1.3912662174063298e-7, 5.128486127052564e-7, 2.3456531029025153e-7, 3.30713091535039e-7, 3.4780156868793983e-7]
loss: 2.6900121768564793e-6
pde_losses: [3.725104096126132e-10, 1.1628899934837727e-9]
bcs_losses: [1.1262642793295164e-6, 1.3892783495176742e-7, 5.154923279765238e-7, 2.3444663014800727e-7, 3.3011600175052947e-7, 3.432297022970389e-7]
loss: 2.6891724836118676e-6
pde_losses: [2.1407180613419065e-10, 1.3758271850938537e-9]
bcs_losses: [1.1228178812656878e-6, 1.389240417015992e-7, 5.173048091079435e-7, 2.3459670449854695e-7, 3.266840458760805e-7, 3.472551021707819e-7]
loss: 2.688555703138996e-6
pde_losses: [2.795630022238876e-10, 1.4639054539859734e-9]
bcs_losses: [1.121146673454944e-6, 1.3997482764607773e-7, 5.213347168537204e-7, 2.3569674619204672e-7, 3.25381349917422e-7, 3.432779206185745e-7]
loss: 2.687709082642215e-6
pde_losses: [3.298101600603366e-10, 1.3862328880162775e-9]
bcs_losses: [1.119432937460403e-6, 1.386861494860753e-7, 5.273689622952828e-7, 2.3521405625812725e-7, 3.219438505678554e-7, 3.433470835263951e-7]
loss: 2.6867414359740075e-6
pde_losses: [3.445148414341682e-10, 1.1869903914572128e-9]
bcs_losses: [1.1183707176859643e-6, 1.4226607655607747e-7, 5.300380714134332e-7, 2.333085707628759e-7, 3.1843970019352157e-7, 3.4278679412924376e-7]
loss: 2.6858131975155094e-6
pde_losses: [2.0450661258094214e-10, 1.2348404041561996e-9]
bcs_losses: [1.1168790087315816e-6, 1.4366040168277672e-7, 5.336832833814281e-7, 2.3419775289554132e-7, 3.151683689925894e-7, 3.4078503481485544e-7]
loss: 2.684725523487799e-6
pde_losses: [3.964715710179063e-10, 1.3721608977270276e-9]
bcs_losses: [1.1183486830449826e-6, 1.4570303775009328e-7, 5.364704002256047e-7, 2.3171270417474477e-7, 3.1281623377916026e-7, 3.3790583204446844e-7]
loss: 2.6839918840458662e-6
pde_losses: [6.660553534698306e-10, 1.52875138466391e-9]
bcs_losses: [1.1195594630823541e-6, 1.4606627684819108e-7, 5.36213663748144e-7, 2.3054972826332812e-7, 3.125038938956508e-7, 3.3690405147006394e-7]
loss: 2.683278649781718e-6
pde_losses: [3.8030204823653246e-10, 1.59878350034128e-9]
bcs_losses: [1.1198077295114023e-6, 1.4400225806314988e-7, 5.400901494577229e-7, 2.30797723095916e-7, 3.104657957035147e-7, 3.3613590840143414e-7]
loss: 2.682150826766677e-6
pde_losses: [4.397812215431069e-10, 1.883271790295309e-9]
bcs_losses: [1.1200370652488769e-6, 1.4290137736937318e-7, 5.389747103721415e-7, 2.290268095700787e-7, 3.127453307881414e-7, 3.3614248040622704e-7]
loss: 2.678030412982752e-6
pde_losses: [1.3805314875432302e-9, 1.8292440212093915e-9]
bcs_losses: [1.124319942584418e-6, 1.4395393974012475e-7, 5.405764484369147e-7, 2.2858815343520434e-7, 3.148546031624775e-7, 3.225275501148601e-7]
loss: 2.667374648855428e-6
pde_losses: [1.417926611818187e-9, 2.5224778319439892e-9]
bcs_losses: [1.1177125605709865e-6, 1.4736810990573093e-7, 5.450102846567624e-7, 2.2283224454774768e-7, 3.197357684253778e-7, 3.107752763050605e-7]
loss: 2.6516969064618205e-6
pde_losses: [2.664449138679948e-9, 1.9872475834518827e-9]
bcs_losses: [1.1101131529556184e-6, 1.6062112984792091e-7, 5.533663531289133e-7, 2.2166809970999896e-7, 3.1317547024437317e-7, 2.881010038528638e-7]
loss: 2.6306325895271186e-6
pde_losses: [9.36836671553043e-9, 6.0945798089623905e-9]
bcs_losses: [1.094905796781558e-6, 1.7743792450345374e-7, 5.423270100708497e-7, 2.2024189540268959e-7, 3.0020563419118233e-7, 2.800513820528923e-7]
loss: 2.608588937814312e-6
pde_losses: [4.403301323273443e-9, 7.498053367459137e-9]
bcs_losses: [1.081744851116468e-6, 1.9250452558983585e-7, 5.477503521327449e-7, 2.2173757115109824e-7, 2.894913001364197e-7, 2.634589829970125e-7]
loss: 2.5902354880414133e-6
pde_losses: [4.857017582369063e-9, 9.008232567030746e-9]
bcs_losses: [1.0652435944843412e-6, 2.03858674274677e-7, 5.456003109025363e-7, 2.2250937898992517e-7, 2.745527697770532e-7, 2.6460550946348086e-7]
loss: 2.554427368336541e-6
pde_losses: [8.250825592335662e-9, 9.292936391040956e-9]
bcs_losses: [1.054143031737048e-6, 2.1341592856712865e-7, 5.278602382098548e-7, 2.2202661515040858e-7, 2.5839225578765927e-7, 2.6104553690106473e-7]
loss: 2.5177484653377726e-6
pde_losses: [1.689603324541218e-8, 9.658281946899341e-9]
bcs_losses: [1.054756463588537e-6, 2.237326834386908e-7, 5.090682737697466e-7, 2.220264159033995e-7, 2.3061554287381572e-7, 2.509947705712712e-7]
loss: 2.5041172790271055e-6
pde_losses: [1.1575887677208915e-8, 1.1110687121833767e-8]
bcs_losses: [1.0559557204420915e-6, 2.2021897205150506e-7, 5.112184939079842e-7, 2.2362421718647143e-7, 2.1908910128226643e-7, 2.51324199357744e-7]
loss: 2.478088132763641e-6
pde_losses: [6.1008847194058466e-9, 4.910465673371456e-9]
bcs_losses: [1.050950851593251e-6, 2.1936478340950121e-7, 5.10838159377726e-7, 2.2740059856398215e-7, 2.084831376852088e-7, 2.5003925174119445e-7]
loss: 2.4644048845514193e-6
pde_losses: [7.952475957463493e-9, 3.1791040730539695e-9]
bcs_losses: [1.0451799512361297e-6, 2.2194842902993308e-7, 5.144932018217123e-7, 2.2682087621317306e-7, 2.010960443888781e-7, 2.4373480183107614e-7]
loss: 2.450842111848992e-6
pde_losses: [8.226542755572136e-9, 6.994107589952143e-9]
bcs_losses: [1.039767139748464e-6, 2.1343873326156197e-7, 5.127939910325229e-7, 2.2427322723681934e-7, 1.9734962560353262e-7, 2.479987446205663e-7]
loss: 2.432350999018293e-6
pde_losses: [4.9444667069154005e-9, 6.4562390460567756e-9]
bcs_losses: [1.0253594292478826e-6, 2.0720892622817565e-7, 5.275149506093438e-7, 2.2832841866500494e-7, 1.9053187899115564e-7, 2.4200668952375826e-7]
loss: 2.417877424820377e-6
pde_losses: [4.129909086870051e-9, 6.567693948777394e-9]
bcs_losses: [1.0052505117260035e-6, 1.986778360037685e-7, 5.412056300911624e-7, 2.2584892108510024e-7, 1.9071765387437727e-7, 2.454792690043172e-7]
loss: 2.4073914666196065e-6
pde_losses: [1.9620692962323038e-9, 3.731403899880692e-9]
bcs_losses: [9.921091347334622e-7, 1.9692848214170967e-7, 5.50069377367319e-7, 2.3053309925466973e-7, 1.9115802726717115e-7, 2.4089987265916173e-7]
loss: 2.4038575001986898e-6
pde_losses: [2.5374270815154013e-9, 3.0777126504204684e-9]
bcs_losses: [9.910603050449961e-7, 1.9228456075234885e-7, 5.518386979499373e-7, 2.3284925115693644e-7, 1.9331411500352636e-7, 2.3689543055900914e-7]
loss: 2.3996943459826063e-6
pde_losses: [1.5732313043408916e-9, 3.0684774864255953e-9]
bcs_losses: [9.852496085514964e-7, 1.9144683377925552e-7, 5.569129467658993e-7, 2.354794755860347e-7, 1.9166255074463256e-7, 2.343012217645207e-7]
loss: 2.397270021026069e-6
pde_losses: [1.6569840023567817e-9, 2.4259043411539144e-9]
bcs_losses: [9.868773529651126e-7, 1.9062462599036558e-7, 5.560718153005449e-7, 2.3594339788847586e-7, 1.8921921482961435e-7, 2.34450725708445e-7]
loss: 2.394228620571631e-6
pde_losses: [1.4869074800638248e-9, 2.018791168936908e-9]
bcs_losses: [9.85205147176022e-7, 1.894574710912556e-7, 5.584985195518089e-7, 2.3964810932849216e-7, 1.888502668717118e-7, 2.2906340790334e-7]
loss: 2.3925966746224097e-6
pde_losses: [4.180064142873716e-10, 2.0693139626419975e-9]
bcs_losses: [9.850408635826814e-7, 1.8641629693268747e-7, 5.594687285413134e-7, 2.4061632625638185e-7, 1.901695408854912e-7, 2.2839759804692502e-7]
loss: 2.3897346290255337e-6
pde_losses: [1.5240932369913998e-9, 2.5338132315873357e-9]
bcs_losses: [9.83606929952265e-7, 1.834963951754128e-7, 5.622562883777197e-7, 2.4244078478027323e-7, 1.9015238586049772e-7, 2.2372393841078677e-7]
loss: 2.387070846706327e-6
pde_losses: [9.509955482921782e-10, 2.5036192147573337e-9]
bcs_losses: [9.879618538377515e-7, 1.8305875076835607e-7, 5.59518085463777e-7, 2.4240564249975e-7, 1.8985591751272598e-7, 2.208159818609169e-7]
loss: 2.384092128418025e-6
pde_losses: [8.456054857586399e-10, 2.034983956004028e-9]
bcs_losses: [9.904323323728248e-7, 1.7903193622409055e-7, 5.628339480633767e-7, 2.411087171753804e-7, 1.885594064076667e-7, 2.1924519873292337e-7]
loss: 2.3822534100604847e-6
pde_losses: [3.5609782873048584e-10, 1.8034409233800553e-9]
bcs_losses: [9.891748123559494e-7, 1.739842104325762e-7, 5.673214281278424e-7, 2.406353267379109e-7, 1.874475030430163e-7, 2.2153059061107934e-7]
loss: 2.3812738038642704e-6
pde_losses: [2.7817582468506094e-10, 1.5208409834928228e-9]
bcs_losses: [9.869977932784534e-7, 1.717118186411543e-7, 5.714308355531228e-7, 2.4195343097897227e-7, 1.8532761928778127e-7, 2.2205328931660892e-7]
loss: 2.3804187259847446e-6
pde_losses: [3.703449499943021e-10, 1.1102076776052774e-9]
bcs_losses: [9.85386038991506e-7, 1.6981010191463362e-7, 5.754720991627453e-7, 2.429245166317439e-7, 1.8410237498138108e-7, 2.2124304167513498e-7]
loss: 2.3791371911549017e-6
pde_losses: [4.066830395162334e-10, 1.6649721842250716e-9]
bcs_losses: [9.83132749325094e-7, 1.667635410829831e-7, 5.808252967788342e-7, 2.418451454422753e-7, 1.832568183959136e-7, 2.2124198490606e-7]
loss: 2.3772275826934407e-6
pde_losses: [5.900258446882528e-10, 2.084622083219031e-9]
bcs_losses: [9.812800597495911e-7, 1.668214108124119e-7, 5.85150030522183e-7, 2.4047337498258463e-7, 1.7966524697446316e-7, 2.2116281172429944e-7]
loss: 2.375217496351526e-6
pde_losses: [7.440489008918421e-10, 1.7417810145692238e-9]
bcs_losses: [9.796073913321484e-7, 1.6742174238831428e-7, 5.903522695429125e-7, 2.395433763162159e-7, 1.7711816815747657e-7, 2.1868871869899702e-7]
loss: 2.373302790015174e-6
pde_losses: [8.347548992704074e-10, 1.5066763126419346e-9]
bcs_losses: [9.774893684272946e-7, 1.7007848978917098e-7, 5.902245268936719e-7, 2.3750162933974225e-7, 1.7695201499706573e-7, 2.1871532935631652e-7]
loss: 2.3716308981434488e-6
pde_losses: [9.017621941221318e-10, 1.3448872024244344e-9]
bcs_losses: [9.730178448428429e-7, 1.6696792344583733e-7, 5.971967691226015e-7, 2.380910697088405e-7, 1.7501427880347199e-7, 2.190963628233083e-7]
loss: 2.369950806635315e-6
pde_losses: [4.355473604592556e-10, 1.4344823028021536e-9]
bcs_losses: [9.729540964699523e-7, 1.630594734609119e-7, 5.956475428877133e-7, 2.3640410505974974e-7, 1.746855198079378e-7, 2.2533003928578897e-7]
loss: 2.3681915507324515e-6
pde_losses: [6.951931293995102e-10, 1.601899868052399e-9]
bcs_losses: [9.752288995832282e-7, 1.5901035235398727e-7, 5.956016639698987e-7, 2.3404200365196794e-7, 1.7507567083266295e-7, 2.2693586734325426e-7]
loss: 2.366980024715537e-6
pde_losses: [3.0007306157093335e-10, 1.5555289872209791e-9]
bcs_losses: [9.747825024915218e-7, 1.5725134055933416e-7, 5.957360824600376e-7, 2.3408348055691412e-7, 1.76130297816592e-7, 2.2714071878234509e-7]
loss: 2.3658773722819592e-6
pde_losses: [1.973856675699136e-10, 1.4331515411538812e-9]
bcs_losses: [9.754919309429132e-7, 1.5351887555272612e-7, 5.990383960274861e-7, 2.3319091591166164e-7, 1.7612936173600444e-7, 2.2687735490244374e-7]
loss: 2.3649721934577955e-6
pde_losses: [3.8718923109012806e-10, 1.2836572839712951e-9]
bcs_losses: [9.75432575053449e-7, 1.5322657585559488e-7, 6.003935933933984e-7, 2.321854874384642e-7, 1.7541887530432315e-7, 2.266442398975044e-7]
loss: 2.3643314207893953e-6
pde_losses: [3.4684663652719425e-10, 1.381250721943655e-9]
bcs_losses: [9.748452317255045e-7, 1.515172190952541e-7, 6.037637401479386e-7, 2.3148841638157383e-7, 1.7391736750599582e-7, 2.270713485746577e-7]
loss: 2.3627978687144756e-6
pde_losses: [3.553754876835892e-10, 1.5537930767027215e-9]
bcs_losses: [9.75765615874111e-7, 1.496686520210534e-7, 6.043884278253567e-7, 2.315957469963684e-7, 1.737024445943451e-7, 2.2576781283885502e-7]
loss: 2.3604355924583844e-6
pde_losses: [8.779235092684202e-10, 1.4654239791392535e-9]
bcs_losses: [9.779437959976593e-7, 1.444099064325528e-7, 6.026445688465186e-7, 2.3140077164635203e-7, 1.7221295442851545e-7, 2.2948024761837845e-7]
loss: 2.3573902835467387e-6
pde_losses: [7.247208350826086e-10, 1.0463143393786463e-9]
bcs_losses: [9.774551292532573e-7, 1.3596287949731496e-7, 6.068731819293194e-7, 2.361174203955413e-7, 1.697203081976316e-7, 2.2949032909921276e-7]
loss: 2.3525061088276482e-6
pde_losses: [1.627903851493647e-9, 1.7541461292210245e-9]
bcs_losses: [9.750871479068039e-7, 1.3363901885630611e-7, 6.060449703528369e-7, 2.3659717333829686e-7, 1.6917441671141604e-7, 2.2858133168127364e-7]
loss: 2.3418304539009606e-6
pde_losses: [1.090219201546725e-9, 3.297804381840345e-9]
bcs_losses: [9.673212460374008e-7, 1.295370499496216e-7, 6.092113514350181e-7, 2.3997269888887626e-7, 1.6722400318955893e-7, 2.2417608081709778e-7]
loss: 2.3267850856274133e-6
pde_losses: [1.3631731738540996e-9, 3.900345581244568e-9]
bcs_losses: [9.54908005868559e-7, 1.3918387663171083e-7, 6.053912516373848e-7, 2.3721392638951127e-7, 1.6716940188877736e-7, 2.176551044563715e-7]
loss: 2.310248657954634e-6
pde_losses: [2.3222808501743075e-9, 4.200264681849555e-9]
bcs_losses: [9.410025448636604e-7, 1.432780931538971e-7, 6.012652302099812e-7, 2.3769119691612056e-7, 1.6665412332565182e-7, 2.1383492395329934e-7]
loss: 2.2993220318454114e-6
pde_losses: [1.4684801701674007e-9, 6.701701148931911e-9]
bcs_losses: [9.377733044134135e-7, 1.3845269860567008e-7, 6.007524970419975e-7, 2.3470385553123308e-7, 1.64290153231979e-7, 2.1517934170201928e-7]
loss: 2.2931080609223542e-6
pde_losses: [1.3423015440495523e-9, 5.957291626650548e-9]
bcs_losses: [9.320661826932205e-7, 1.436324030028627e-7, 5.9648064948881e-7, 2.3500035203890346e-7, 1.6489626288653745e-7, 2.1373261764131984e-7]
loss: 2.281998284861136e-6
pde_losses: [1.0662779976264815e-9, 3.3191830386904027e-9]
bcs_losses: [9.249489965673757e-7, 1.4896819994599765e-7, 5.909574671210322e-7, 2.3390708378036334e-7, 1.6673931459331351e-7, 2.1209176181673704e-7]
loss: 2.2774070678816515e-6
pde_losses: [8.56431396663176e-10, 2.880410989234316e-9]
bcs_losses: [9.193759048845869e-7, 1.471407734746321e-7, 5.890053225204847e-7, 2.3479050640896845e-7, 1.6786393657330182e-7, 2.1549378163378032e-7]
loss: 2.2722403907010576e-6
pde_losses: [2.1372722853813217e-9, 3.023695810348939e-9]
bcs_losses: [9.198047345997592e-7, 1.4520758892947983e-7, 5.807284165483625e-7, 2.3463704846655075e-7, 1.6866111779603148e-7, 2.180405162651438e-7]
loss: 2.2684288163521883e-6
pde_losses: [1.4917996991533743e-9, 3.7123137004920566e-9]
bcs_losses: [9.14054321877012e-7, 1.4287983386406175e-7, 5.821554918933745e-7, 2.3447255382371742e-7, 1.7018019272929602e-7, 2.1948230876508107e-7]
loss: 2.2616333628488873e-6
pde_losses: [1.3791981421997455e-9, 4.181354083628296e-9]
bcs_losses: [9.045575262705658e-7, 1.442227015896091e-7, 5.794625253080352e-7, 2.326972960315541e-7, 1.733790295889661e-7, 2.217537318343292e-7]
loss: 2.256083681370871e-6
pde_losses: [2.6660125110048737e-9, 4.722266484881029e-9]
bcs_losses: [8.968618066638587e-7, 1.4278010791523334e-7, 5.717150909108662e-7, 2.3390710310944416e-7, 1.7597254463670884e-7, 2.2745874913887366e-7]
loss: 2.2492021528195723e-6
pde_losses: [3.3833972483344918e-9, 3.4735353212974843e-9]
bcs_losses: [8.910867107292397e-7, 1.386094472444222e-7, 5.677537890514221e-7, 2.3207753200488126e-7, 1.7734355308487185e-7, 2.3547418813510297e-7]
loss: 2.2392207646185823e-6
pde_losses: [3.029213650180285e-9, 2.0266452880453012e-9]
bcs_losses: [8.846266336214279e-7, 1.449849656351521e-7, 5.58259410946158e-7, 2.3217626484031553e-7, 1.7584728440881883e-7, 2.3827034622848445e-7]
loss: 2.2330618596643416e-6
pde_losses: [1.8307431377649633e-9, 3.2853051103063443e-9]
bcs_losses: [8.745139962339317e-7, 1.4644259026262376e-7, 5.540791505725e-7, 2.349411320900788e-7, 1.7657627852178337e-7, 2.413926637353529e-7]
loss: 2.227354425361624e-6
pde_losses: [9.43018125325162e-10, 3.3683346892346976e-9]
bcs_losses: [8.730664213176799e-7, 1.4532613851011848e-7, 5.52705499381743e-7, 2.363535229926377e-7, 1.7535572332591247e-7, 2.4023576701897257e-7]
loss: 2.2239015116186895e-6
pde_losses: [8.046137757716142e-10, 3.187696547954647e-9]
bcs_losses: [8.68508444505875e-7, 1.4387233443634585e-7, 5.446640591961849e-7, 2.3953289325523203e-7, 1.776074517499708e-7, 2.4572401815135465e-7]
loss: 2.2204546408413095e-6
pde_losses: [5.410218194919077e-10, 1.9774149758588224e-9]
bcs_losses: [8.686314356799731e-7, 1.440519079849469e-7, 5.375050069933851e-7, 2.4254911681630575e-7, 1.778602535812337e-7, 2.473384829901142e-7]
loss: 2.218729308988661e-6
pde_losses: [1.0528275339747089e-9, 2.3478824676402874e-9]
bcs_losses: [8.680630230987923e-7, 1.4205557087313047e-7, 5.338083288880925e-7, 2.443435927586496e-7, 1.7766663352068184e-7, 2.4939144984769924e-7]
loss: 2.216357237979608e-6
pde_losses: [5.034215058248682e-10, 2.5892641621897937e-9]
bcs_losses: [8.685617775578436e-7, 1.4060726239808524e-7, 5.302832848195673e-7, 2.461930879758806e-7, 1.7685294536650606e-7, 2.507661941937108e-7]
loss: 2.2134703965910704e-6
pde_losses: [9.364963318813491e-10, 2.570357775344731e-9]
bcs_losses: [8.688274863717099e-7, 1.3944833842248762e-7, 5.227644917068238e-7, 2.4941330174172395e-7, 1.758529466829706e-7, 2.5365697755812865e-7]
loss: 2.2089863091373084e-6
pde_losses: [1.4397563832211976e-9, 2.727279665797507e-9]
bcs_losses: [8.713263421215216e-7, 1.381980126820808e-7, 5.146730168722702e-7, 2.5024942193929064e-7, 1.7306437146177464e-7, 2.573081080113516e-7]
loss: 2.2043571760813635e-6
pde_losses: [1.7285437367161792e-9, 2.2409938603149126e-9]
bcs_losses: [8.717073063621024e-7, 1.36139718841095e-7, 5.036441356027987e-7, 2.550161208069143e-7, 1.7221435227750868e-7, 2.6166600459391345e-7]
loss: 2.198552775762688e-6
pde_losses: [9.236181274446646e-10, 2.119051898009668e-9]
bcs_losses: [8.706991604840582e-7, 1.3575097037864134e-7, 5.022239174513296e-7, 2.515626589888867e-7, 1.707642535374507e-7, 2.64509144896867e-7]
loss: 2.193998836235099e-6
pde_losses: [1.85175584590707e-9, 2.8297768760406312e-9]
bcs_losses: [8.696302612310998e-7, 1.364155040601193e-7, 4.924550002156101e-7, 2.489998834818251e-7, 1.6992313882651564e-7, 2.7189351569798133e-7]
loss: 2.189477305967059e-6
pde_losses: [1.7145019220258971e-9, 3.0010704547205564e-9]
bcs_losses: [8.66406685728141e-7, 1.3734035215866731e-7, 4.875846046534884e-7, 2.4726139577657144e-7, 1.710980587537387e-7, 2.7507063651970566e-7]
loss: 2.1854857831599836e-6
pde_losses: [1.2349382784247818e-9, 2.6428825429224746e-9]
bcs_losses: [8.67806812024665e-7, 1.4091176894617703e-7, 4.823415630161677e-7, 2.463001615771971e-7, 1.6941732316291109e-7, 2.748303336115186e-7]
loss: 2.1818977466963135e-6
pde_losses: [1.0980845152307335e-9, 2.5270820859611396e-9]
bcs_losses: [8.630358465783498e-7, 1.4611546336604541e-7, 4.775917986160453e-7, 2.463998379344423e-7, 1.6982623190546291e-7, 2.753034016947761e-7]
loss: 2.1791567651632186e-6
pde_losses: [8.944407452071156e-10, 2.2729048068839494e-9]
bcs_losses: [8.616306870118939e-7, 1.4890142330791772e-7, 4.704245059282674e-7, 2.4752965505729475e-7, 1.706138149885492e-7, 2.7688933331720405e-7]
loss: 2.1771523960830467e-6
pde_losses: [2.4210130580986503e-10, 1.9236765869811936e-9]
bcs_losses: [8.620594425285187e-7, 1.5188572168786421e-7, 4.6703624377099814e-7, 2.4667439944511665e-7, 1.7164161058013126e-7, 2.756892001776266e-7]
loss: 2.175496479012468e-6
pde_losses: [2.0628024419606925e-10, 1.874162861262263e-9]
bcs_losses: [8.605500378380374e-7, 1.520452054515498e-7, 4.606510294647523e-7, 2.470713005921683e-7, 1.7242729886151047e-7, 2.806711636989916e-7]
loss: 2.1741937800482624e-6
pde_losses: [2.975090322179032e-10, 2.0243419068595754e-9]
bcs_losses: [8.56722876932002e-7, 1.5221216553904126e-7, 4.575613190621785e-7, 2.4710854419627893e-7, 1.733781705902433e-7, 2.8488885278944124e-7]
loss: 2.173787897506394e-6
pde_losses: [2.2046735368450484e-10, 1.985991182909821e-9]
bcs_losses: [8.553055073656352e-7, 1.535337423584642e-7, 4.5581209455088045e-7, 2.4665313352951914e-7, 1.7354684248868067e-7, 2.8673011867662027e-7]
loss: 2.1732071486552963e-6
pde_losses: [2.363345890246559e-10, 1.7526594421121162e-9]
bcs_losses: [8.526098641505298e-7, 1.5343475669022233e-7, 4.563459728513261e-7, 2.4717052562215423e-7, 1.7377248708928463e-7, 2.8788454822064244e-7]
loss: 2.1727257668786506e-6
pde_losses: [2.0578274010737866e-10, 1.8533092784568267e-9]
bcs_losses: [8.506808089599871e-7, 1.5378737245699137e-7, 4.549039773066185e-7, 2.4669950669043335e-7, 1.7462341148340413e-7, 2.899715979626518e-7]
loss: 2.172115515973328e-6
pde_losses: [1.9348011452303373e-10, 2.1172132869391496e-9]
bcs_losses: [8.490817473130858e-7, 1.519434046089757e-7, 4.532816776196123e-7, 2.476810104849165e-7, 1.74798108806807e-7, 2.9301887373846815e-7]
loss: 2.171303054454012e-6
pde_losses: [2.586590761409952e-10, 2.2009660047855526e-9]
bcs_losses: [8.477453519762583e-7, 1.504784542298234e-7, 4.523837786487197e-7, 2.4779789515845024e-7, 1.7479567786936994e-7, 2.9564227149046363e-7]
loss: 2.1703253452953135e-6
pde_losses: [2.419388410959589e-10, 2.1990683496267217e-9]
bcs_losses: [8.435019967018428e-7, 1.4997675139478537e-7, 4.5003425964452723e-7, 2.4755335613261065e-7, 1.763812708751783e-7, 3.004367033556465e-7]
loss: 2.168954574528875e-6
pde_losses: [7.805362481091406e-10, 2.1797451597751785e-9]
bcs_losses: [8.388046996120101e-7, 1.4819156341085392e-7, 4.503676451154556e-7, 2.4650449022038053e-7, 1.7802272224323586e-7, 3.0410317251905474e-7]
loss: 2.1672206825929845e-6
pde_losses: [3.317349357662284e-10, 2.0113750414180663e-9]
bcs_losses: [8.335443436604633e-7, 1.473478749796541e-7, 4.464577586636613e-7, 2.4773288837088037e-7, 1.7961374794919716e-7, 3.1018095899194427e-7]
loss: 2.1648045009759745e-6
pde_losses: [7.35770568924058e-10, 1.8170348331085107e-9]
bcs_losses: [8.284506705660427e-7, 1.466675729227281e-7, 4.4611127094006344e-7, 2.4927634608217157e-7, 1.80120328428007e-7, 3.116255066349288e-7]
loss: 2.1621070984064e-6
pde_losses: [9.90239406632419e-10, 2.303437207054522e-9]
bcs_losses: [8.252390049926784e-7, 1.4739884301312366e-7, 4.4314528371214336e-7, 2.462997273422264e-7, 1.8064268762685797e-7, 3.160878751056838e-7]
loss: 2.1564468886671346e-6
pde_losses: [5.709212950939395e-10, 3.1193402679185285e-9]
bcs_losses: [8.182592921425524e-7, 1.4699593178196556e-7, 4.3805420965351604e-7, 2.4502444586412865e-7, 1.8401779573485362e-7, 3.2040495192710583e-7]
loss: 2.1490886411007415e-6
pde_losses: [4.352715278097319e-9, 4.875529947996627e-9]
bcs_losses: [8.150298249681939e-7, 1.493273693228733e-7, 4.3935832121155255e-7, 2.4309393333603863e-7, 1.8295261558988295e-7, 3.1009833144610614e-7]
loss: 2.1375601329975027e-6
pde_losses: [2.0817144937191e-9, 5.403804174700966e-9]
bcs_losses: [8.039055706966485e-7, 1.5077137810731165e-7, 4.3594063758853433e-7, 2.4418928107815896e-7, 1.842825770485076e-7, 3.1098516980992137e-7]
loss: 2.1266367193688447e-6
pde_losses: [1.987130388726687e-9, 5.08415578771351e-9]
bcs_losses: [7.945374245987455e-7, 1.5418910862214692e-7, 4.3455932692023315e-7, 2.4567312189484806e-7, 1.8478003650605556e-7, 3.0582641465037566e-7]
loss: 2.0997898466536456e-6
pde_losses: [7.022035160130499e-9, 7.102798530509898e-9]
bcs_losses: [7.78009581140866e-7, 1.7377517353247283e-7, 4.354252935123889e-7, 2.490753261507285e-7, 1.807359343120524e-7, 2.6864370431449644e-7]
loss: 2.0883271054795654e-6
pde_losses: [3.836875841193098e-9, 3.6774454050857733e-9]
bcs_losses: [7.744306837827387e-7, 1.8533516704311904e-7, 4.3611446469833674e-7, 2.509458895515851e-7, 1.819653615923538e-7, 2.520212175651536e-7]
loss: 2.0814706034975735e-6
pde_losses: [1.6132746684851096e-9, 2.2756027290450095e-9]
bcs_losses: [7.737272163936507e-7, 1.919014747521884e-7, 4.338918611784023e-7, 2.5132651889860506e-7, 1.8188080644195564e-7, 2.448538484352414e-7]
loss: 2.0734036186385804e-6
pde_losses: [1.0829763119336834e-9, 4.4755715810622795e-9]
bcs_losses: [7.759955870432538e-7, 1.9827373172319392e-7, 4.3034517865272774e-7, 2.51798568784523e-7, 1.792984629425758e-7, 2.3213354159931002e-7]
loss: 2.066864885417027e-6
pde_losses: [1.4331746654940532e-9, 4.586365542984668e-9]
bcs_losses: [7.725722241242081e-7, 2.0120701391199021e-7, 4.2898570422696456e-7, 2.552184448972024e-7, 1.7911636771359234e-7, 2.2374559033459037e-7]
loss: 2.057366944465688e-6
pde_losses: [1.6092703055157163e-9, 2.7580889637992553e-9]
bcs_losses: [7.705344626022861e-7, 1.9980032577784538e-7, 4.293456058953775e-7, 2.584077050216082e-7, 1.7696301014921595e-7, 2.1794847575003967e-7]
loss: 2.0505121340713493e-6
pde_losses: [1.2061783076194937e-9, 3.8797249662166954e-9]
bcs_losses: [7.641633748260214e-7, 2.0125788807830672e-7, 4.333272977281567e-7, 2.5667617276048013e-7, 1.7691397238955455e-7, 2.130875250149933e-7]
loss: 2.045677791350764e-6
pde_losses: [1.6211090908835049e-9, 2.537251901766835e-9]
bcs_losses: [7.611709635361659e-7, 2.00984619267663e-7, 4.3605632773705786e-7, 2.589876271866126e-7, 1.7610823457763468e-7, 2.082116580529798e-7]
loss: 2.041094344673041e-6
pde_losses: [1.0571701781599096e-9, 2.49398888518944e-9]
bcs_losses: [7.602307414683649e-7, 1.9695806672798817e-7, 4.355379878926967e-7, 2.6252252382449593e-7, 1.7615855120882665e-7, 2.0613531448731953e-7]
loss: 2.0348149200323083e-6
pde_losses: [1.9289184519499244e-9, 2.526339285490118e-9]
bcs_losses: [7.612822535679726e-7, 1.89658045392836e-7, 4.347553298931995e-7, 2.611514807585386e-7, 1.7583643198703597e-7, 2.0767612069528583e-7]
loss: 2.0295300082499325e-6
pde_losses: [1.2684036000793008e-9, 2.1389494151784133e-9]
bcs_losses: [7.630633018556166e-7, 1.8668906940632048e-7, 4.3162269193497844e-7, 2.622505853479262e-7, 1.758776529904986e-7, 2.0661935369933435e-7]
loss: 2.0257211129984755e-6
pde_losses: [3.751650162308119e-10, 2.7327055780240743e-9]
bcs_losses: [7.640252873871313e-7, 1.8501684577168303e-7, 4.3043909869154945e-7, 2.642460084089592e-7, 1.7683354635595604e-7, 2.020524557889413e-7]
loss: 2.022835609820295e-6
pde_losses: [4.304120624364827e-10, 3.3552602261743354e-9]
bcs_losses: [7.652471989135251e-7, 1.8275251975134652e-7, 4.3019558069643783e-7, 2.611350536969115e-7, 1.7514621461211504e-7, 2.0457336986134802e-7]
loss: 2.0190895789577715e-6
pde_losses: [1.2954536280493695e-9, 3.2763437778146618e-9]
bcs_losses: [7.637636970883457e-7, 1.8381177097020482e-7, 4.3172089539974743e-7, 2.590427711199992e-7, 1.747020352173692e-7, 2.0147661175624106e-7]
loss: 2.012983690437042e-6
pde_losses: [1.9691773874867695e-9, 2.5890262134358092e-9]
bcs_losses: [7.612373447162675e-7, 1.8244337522511457e-7, 4.35297954833934e-7, 2.536282557424126e-7, 1.7269720524166642e-7, 2.0312135107672404e-7]
loss: 2.0047284779442926e-6
pde_losses: [2.0866779395590445e-9, 2.3639952635353353e-9]
bcs_losses: [7.619582522852636e-7, 1.83986372918899e-7, 4.347491627593734e-7, 2.461092046590444e-7, 1.7123187319051695e-7, 2.0224293892810094e-7]
loss: 1.9968618074305595e-6
pde_losses: [1.4965499967098378e-9, 3.777577815515268e-9]
bcs_losses: [7.637163878013621e-7, 1.8797583975004234e-7, 4.336768911499939e-7, 2.3635780914865156e-7, 1.688593987695775e-7, 2.0100135299870658e-7]
loss: 1.9902288037138696e-6
pde_losses: [1.7773469749044389e-9, 2.5797271469656485e-9]
bcs_losses: [7.633478507647784e-7, 1.8791259898375237e-7, 4.341131090797931e-7, 2.296409135564091e-7, 1.6809924909412964e-7, 2.027580081131369e-7]
loss: 1.9850572602701894e-6
pde_losses: [8.455411658213825e-10, 2.5197327783384534e-9]
bcs_losses: [7.614564194286653e-7, 1.9204918473280302e-7, 4.385750702027685e-7, 2.1909554743197173e-7, 1.6652047461708246e-7, 2.0399528991273897e-7]
loss: 1.981868612473428e-6
pde_losses: [5.092197560450029e-10, 1.997683052624777e-9]
bcs_losses: [7.599256191980012e-7, 1.9284589352077853e-7, 4.396822139549102e-7, 2.1519075151105662e-7, 1.6594965366514407e-7, 2.0576757781486742e-7]
loss: 1.9791779077787422e-6
pde_losses: [8.891909496346666e-10, 1.6295911890585542e-9]
bcs_losses: [7.604619896025973e-7, 1.902821323764182e-7, 4.4066966418043585e-7, 2.1157146854695338e-7, 1.6574374022820705e-7, 2.079301307054374e-7]
loss: 1.9762505235425447e-6
pde_losses: [8.196997110042055e-10, 1.6754350341866073e-9]
bcs_losses: [7.61312230856193e-7, 1.8325412010096412e-7, 4.402264005127553e-7, 2.085457518735777e-7, 1.663071494876609e-7, 2.1410973596620296e-7]
loss: 1.9741412484562776e-6
pde_losses: [5.015322653356995e-10, 1.8538611690564825e-9]
bcs_losses: [7.62494459926009e-7, 1.8104152539293542e-7, 4.410720430581628e-7, 2.0523101218965672e-7, 1.6589677205117076e-7, 2.1605004240395115e-7]
loss: 1.9725270222753117e-6
pde_losses: [7.73903297713336e-10, 1.4961087517534322e-9]
bcs_losses: [7.623748472715871e-7, 1.8184771028473053e-7, 4.412121614274118e-7, 2.0316937365430464e-7, 1.662826628923482e-7, 2.1537025469546278e-7]
loss: 1.9711503011591917e-6
pde_losses: [3.570117363588847e-10, 1.75976803759017e-9]
bcs_losses: [7.620883704696794e-7, 1.8122010573249627e-7, 4.4256146622143197e-7, 2.0001274227092195e-7, 1.6605499530570578e-7, 2.1709584138500734e-7]
loss: 1.9705561173730047e-6
pde_losses: [2.9483293518179744e-10, 1.6601796257633934e-9]
bcs_losses: [7.615311017426086e-7, 1.8060506429432766e-7, 4.442793487968837e-7, 1.9815104861036744e-7, 1.6582979230415173e-7, 2.1820474906372044e-7]
loss: 1.9701813409473804e-6
pde_losses: [2.639288454444738e-10, 1.764731104626173e-9]
bcs_losses: [7.61498780411947e-7, 1.8099139132777112e-7, 4.4470203962598704e-7, 1.980124835368982e-7, 1.6645377900319454e-7, 2.1649420709151176e-7]
loss: 1.969681771498194e-6
pde_losses: [2.8085110684056297e-10, 1.7261171221483796e-9]
bcs_losses: [7.610105755618073e-7, 1.8308538161187072e-7, 4.4496657704223996e-7, 1.9768769929535667e-7, 1.6681232692644286e-7, 2.141122428314874e-7]
loss: 1.969053663225419e-6
pde_losses: [2.4428600265047984e-10, 1.6125524589604188e-9]
bcs_losses: [7.606092737062411e-7, 1.8371713131965663e-7, 4.465961845268365e-7, 1.9613794066354565e-7, 1.6757998305967248e-7, 2.125563114878561e-7]
loss: 1.968734395127642e-6
pde_losses: [3.670759301375536e-10, 1.6046947307126063e-9]
bcs_losses: [7.589849568877308e-7, 1.8418784359541116e-7, 4.4782167445269796e-7, 1.9611524730981061e-7, 1.6792518663534147e-7, 2.1172771558580018e-7]
loss: 1.968388370738085e-6
pde_losses: [2.2251079081537196e-10, 1.8582389306218117e-9]
bcs_losses: [7.588503665399977e-7, 1.8386679659260375e-7, 4.4815309268130994e-7, 1.9701895997747677e-7, 1.6821073419859954e-7, 2.1020767102666012e-7]
loss: 1.9679490155830457e-6
pde_losses: [3.848851179932094e-10, 1.722772491694863e-9]
bcs_losses: [7.594736734402648e-7, 1.83918749183947e-7, 4.4799456928156676e-7, 1.9683011756602508e-7, 1.6853655495094226e-7, 2.0908769355061144e-7]
loss: 1.9672383729866602e-6
pde_losses: [1.8691302517490244e-10, 1.632142662013798e-9]
bcs_losses: [7.595717021422787e-7, 1.867719049729031e-7, 4.477957391260739e-7, 1.9722284270269385e-7, 1.6909677724677575e-7, 2.049603511087459e-7]
loss: 1.9666283956040274e-6
pde_losses: [1.59300118832853e-10, 1.412902381393084e-9]
bcs_losses: [7.587846554249508e-7, 1.882128160931327e-7, 4.4910268584328024e-7, 1.965004309061039e-7, 1.6917735810971394e-7, 2.0327824672661996e-7]
loss: 1.9660709919636012e-6
pde_losses: [2.4919183264271274e-10, 1.4699468472579626e-9]
bcs_losses: [7.57343530747494e-7, 1.880472034993703e-7, 4.507191247625333e-7, 1.96224023135549e-7, 1.6961858562752593e-7, 2.0239938551122817e-7]
loss: 1.9653367136510695e-6
pde_losses: [4.0368068845274023e-10, 1.932311572333512e-9]
bcs_losses: [7.57625607426983e-7, 1.8909599748062254e-7, 4.5007256135193137e-7, 1.9513253074391271e-7, 1.7006607542046373e-7, 2.010079489663696e-7]
loss: 1.9647404556384057e-6
pde_losses: [3.465528137905396e-10, 1.848106005675349e-9]
bcs_losses: [7.585652196071555e-7, 1.9050166762326916e-7, 4.500802494297382e-7, 1.9339040503532059e-7, 1.7065325311051446e-7, 1.993550020129422e-7]
loss: 1.963335008494279e-6
pde_losses: [4.944573579867454e-10, 1.9288363713778417e-9]
bcs_losses: [7.59610703415045e-7, 1.8962866537528826e-7, 4.490988971105219e-7, 1.9334616947912164e-7, 1.715242593768748e-7, 1.9770302000806299e-7]
loss: 1.961399848818634e-6
pde_losses: [8.167869451845991e-10, 1.643069660313467e-9]
bcs_losses: [7.553085681462618e-7, 1.8543128509836272e-7, 4.545402445604496e-7, 1.9121472545261483e-7, 1.723113229775229e-7, 2.0013384597792405e-7]
loss: 1.958140314092282e-6
pde_losses: [1.2316497043503353e-9, 1.4082299008058823e-9]
bcs_losses: [7.516890712638996e-7, 1.7939168174959655e-7, 4.5889740620829543e-7, 1.9075825555067903e-7, 1.7115592548302024e-7, 2.036080942316353e-7]
loss: 1.9521348980305996e-6
pde_losses: [1.5335897901975166e-9, 2.3235345788639393e-9]
bcs_losses: [7.525305413981455e-7, 1.7401123466019194e-7, 4.595811568506782e-7, 1.8758418605554867e-7, 1.7293690771337445e-7, 2.0163374698359932e-7]
loss: 1.9480273004333757e-6
pde_losses: [1.1513464853967544e-9, 2.0307623625853297e-9]
bcs_losses: [7.550254158859587e-7, 1.7078038819186977e-7, 4.6211710498887305e-7, 1.8370152959050026e-7, 1.74692568689126e-7, 1.9852818423906575e-7]
loss: 1.944241451668387e-6
pde_losses: [1.046835096428957e-9, 2.587813367001196e-9]
bcs_losses: [7.551228828915395e-7, 1.702288519097445e-7, 4.611897786237626e-7, 1.8426823051648372e-7, 1.7655217765402922e-7, 1.9324488160939746e-7]
loss: 1.941341793839718e-6
pde_losses: [7.999522841384519e-10, 1.889802849199259e-9]
bcs_losses: [7.566163155627612e-7, 1.6835971162088697e-7, 4.6255704903003036e-7, 1.846180705439729e-7, 1.783379584305564e-7, 1.881629335181723e-7]
loss: 1.9390138863548074e-6
pde_losses: [4.552639760205107e-10, 2.3871255389730985e-9]
bcs_losses: [7.555767639194651e-7, 1.6997829540213376e-7, 4.632613429722254e-7, 1.8694395022648283e-7, 1.8002177197061938e-7, 1.8038937234888754e-7]
loss: 1.9375513431784657e-6
pde_losses: [7.108216556585451e-10, 1.7719655817461063e-9]
bcs_losses: [7.552578486490117e-7, 1.6778234474781364e-7, 4.6304570440241264e-7, 1.878514672624646e-7, 1.814616885469357e-7, 1.796695023324228e-7]
loss: 1.9364570518533e-6
pde_losses: [3.080996722254533e-10, 1.6406242571271316e-9]
bcs_losses: [7.563216912398326e-7, 1.6961719057208044e-7, 4.6189298022347527e-7, 1.8916663583533885e-7, 1.8185127121855447e-7, 1.7565855883466577e-7]
loss: 1.9358424047548946e-6
pde_losses: [4.186629068087815e-10, 1.4027243618015844e-9]
bcs_losses: [7.56898972917206e-7, 1.692685464043884e-7, 4.62097211717209e-7, 1.899333157050322e-7, 1.8331988251039492e-7, 1.7250308823205348e-7]
loss: 1.9346481353804197e-6
pde_losses: [7.611040567738656e-10, 1.6547334090072406e-9]
bcs_losses: [7.566035451830551e-7, 1.6701340771158188e-7, 4.621005990805626e-7, 1.9283908624798644e-7, 1.8427710844137637e-7, 1.693985512500761e-7]
loss: 1.932128326486134e-6
pde_losses: [4.67575623265685e-10, 1.8844911196047644e-9]
bcs_losses: [7.558269048143068e-7, 1.6641120351189588e-7, 4.6159037728885177e-7, 1.9470106322071427e-7, 1.8557107261745108e-7, 1.6567563829004385e-7]
loss: 1.9299857266136235e-6
pde_losses: [8.776274750206809e-10, 1.676633743672966e-9]
bcs_losses: [7.540390546279658e-7, 1.6642813244877578e-7, 4.625040302273428e-7, 1.9480711790207845e-7, 1.8820198739102901e-7, 1.6145114279773795e-7]
loss: 1.9281443430541345e-6
pde_losses: [6.842601342941632e-10, 1.59163459921156e-9]
bcs_losses: [7.528317171343681e-7, 1.6439029798522383e-7, 4.627899365177703e-7, 1.9487288226558405e-7, 1.888913618162069e-7, 1.6209225260147577e-7]
loss: 1.9261057607919023e-6
pde_losses: [4.722943100303955e-10, 1.2029323824062191e-9]
bcs_losses: [7.52127185775265e-7, 1.6198541121319016e-7, 4.6411020025214633e-7, 1.9468371228797576e-7, 1.929613629212302e-7, 1.5856266164965805e-7]
loss: 1.9243699731536217e-6
pde_losses: [4.0611644882355483e-10, 1.2650913825592157e-9]
bcs_losses: [7.541320942623461e-7, 1.6067928992577688e-7, 4.6437848776068826e-7, 1.925724899793435e-7, 1.9512080369633222e-7, 1.558155996977517e-7]
loss: 1.922837103673887e-6
pde_losses: [1.1092080825279205e-9, 1.4182527150220488e-9]
bcs_losses: [7.567393314376092e-7, 1.5733269412137527e-7, 4.6457649218973917e-7, 1.934803678182314e-7, 1.971149381773212e-7, 1.5106581913206092e-7]
loss: 1.9200454345884157e-6
pde_losses: [8.511240142388341e-10, 2.080228146848358e-9]
bcs_losses: [7.587643040454052e-7, 1.5521903754276435e-7, 4.6753277964937916e-7, 1.9087828173093015e-7, 1.9665233454622354e-7, 1.4806734491262583e-7]
loss: 1.9160437383288813e-6
pde_losses: [1.2934774502319243e-9, 1.853254694991638e-9]
bcs_losses: [7.611621634641454e-7, 1.5622002639136476e-7, 4.701688942815853e-7, 1.8776745989132e-7, 1.9528735456034356e-7, 1.4229110759489859e-7]
loss: 1.9142984931028564e-6
pde_losses: [1.1182893365813846e-9, 1.5687052854478817e-9]
bcs_losses: [7.64397236962114e-7, 1.520959250773484e-7, 4.7145818706455895e-7, 1.8767202921891438e-7, 1.965669732627893e-7, 1.394211468951023e-7]
loss: 1.9116145619485043e-6
pde_losses: [8.162145131712142e-10, 1.6742762674698622e-9]
bcs_losses: [7.695920217535207e-7, 1.505396836932005e-7, 4.6979854532075714e-7, 1.883946888788109e-7, 1.9300568383780147e-7, 1.3779344768377254e-7]
loss: 1.909913641097139e-6
pde_losses: [7.969659397466832e-10, 1.5315378923007545e-9]
bcs_losses: [7.70463146670882e-7, 1.4975458686602987e-7, 4.720702232018062e-7, 1.8725352189790998e-7, 1.928113156510462e-7, 1.3523234297741728e-7]
loss: 1.9086993196754734e-6
pde_losses: [1.1340021161167958e-9, 1.491140511472983e-9]
bcs_losses: [7.69090015722772e-7, 1.5087770998007394e-7, 4.7304246098686923e-7, 1.8789048176025108e-7, 1.913815114781233e-7, 1.337919971197942e-7]
loss: 1.9067733297907118e-6
pde_losses: [8.568803288242306e-10, 1.566627351590508e-9]
bcs_losses: [7.69069435053081e-7, 1.4869527884596042e-7, 4.7570104675843414e-7, 1.8620677275777972e-7, 1.8985506899945177e-7, 1.348222196955902e-7]
loss: 1.9037382209393037e-6
pde_losses: [9.385603323597748e-10, 1.8594542151032277e-9]
bcs_losses: [7.654337561949778e-7, 1.478240989043029e-7, 4.7530463466479016e-7, 1.8636570302805373e-7, 1.8699873516719873e-7, 1.3901327843251734e-7]
loss: 1.8990003134359722e-6
pde_losses: [1.0509439522435162e-9, 1.6213156871693815e-9]
bcs_losses: [7.68537922802767e-7, 1.4631598169933537e-7, 4.7248985784983067e-7, 1.852505396343993e-7, 1.8296345811832147e-7, 1.4077029369190578e-7]
loss: 1.895289770483905e-6
pde_losses: [1.2709248829807482e-9, 2.0593415242340507e-9]
bcs_losses: [7.711025924882334e-7, 1.4365714466353903e-7, 4.666792209826385e-7, 1.820520075061879e-7, 1.8076186436361962e-7, 1.4770667407247184e-7]
loss: 1.8920482041007702e-6
pde_losses: [8.708591509420794e-10, 1.8041422331074038e-9]
bcs_losses: [7.739476142400354e-7, 1.3731529266365575e-7, 4.6323072518048317e-7, 1.8402762353081418e-7, 1.778474998780513e-7, 1.5300444722368117e-7]
loss: 1.8895578170460139e-6
pde_losses: [4.725482708588949e-10, 1.883241561657412e-9]
bcs_losses: [7.735011240677508e-7, 1.395241585527841e-7, 4.60536180492004e-7, 1.8443145039311062e-7, 1.7819842952557617e-7, 1.5101068418227206e-7]
loss: 1.8872039052416271e-6
pde_losses: [1.38225220120807e-9, 1.2520291515638147e-9]
bcs_losses: [7.718725875522966e-7, 1.394328070102001e-7, 4.6192465441864475e-7, 1.8351195303461448e-7, 1.793633641271448e-7, 1.4846425774595484e-7]
loss: 1.8860270429779515e-6
pde_losses: [7.172586441413268e-10, 1.246496115711043e-9]
bcs_losses: [7.714572656186138e-7, 1.4058838337082618e-7, 4.624184141881763e-7, 1.8279750127054538e-7, 1.7946517574166372e-7, 1.473365480282737e-7]
loss: 1.8843579216420542e-6
pde_losses: [1.1000915798775697e-9, 1.3871443205915097e-9]
bcs_losses: [7.71897908025041e-7, 1.4010220094781817e-7, 4.632382976928367e-7, 1.828513305154865e-7, 1.8104797154062184e-7, 1.427329770197808e-7]
loss: 1.882311606048198e-6
pde_losses: [8.745559332014323e-10, 1.6870297654473132e-9]
bcs_losses: [7.67911657973501e-7, 1.417589062842755e-7, 4.65464281000938e-7, 1.83610486990568e-7, 1.8131995362277298e-7, 1.3968473447749369e-7]
loss: 1.8796635444927115e-6
pde_losses: [3.4888736982870717e-10, 1.5888308845908799e-9]
bcs_losses: [7.657488313285903e-7, 1.4308334145623516e-7, 4.6566009891285973e-7, 1.846388445508782e-7, 1.8059237700513783e-7, 1.380023329845907e-7]
loss: 1.8778845404651995e-6
pde_losses: [6.301344616774639e-10, 1.6589349760824044e-9]
bcs_losses: [7.653019907950199e-7, 1.4099204780929735e-7, 4.6525974494229816e-7, 1.8658199700644434e-7, 1.792764957118565e-7, 1.3818319476252355e-7]
loss: 1.87594102101118e-6
pde_losses: [3.47420505186355e-10, 1.295259723838985e-9]
bcs_losses: [7.63462686781946e-7, 1.402571615692343e-7, 4.6645162403131445e-7, 1.8841516897324823e-7, 1.781389704910726e-7, 1.3757272893533894e-7]
loss: 1.8744886154188947e-6
pde_losses: [6.178513117744774e-10, 1.4402410880092446e-9]
bcs_losses: [7.647662905220308e-7, 1.40467427320546e-7, 4.65339642893796e-7, 1.8903396851894483e-7, 1.7561631103873274e-7, 1.3720688272506077e-7]
loss: 1.871735914100172e-6
pde_losses: [1.0140306371807265e-9, 1.5482692641247046e-9]
bcs_losses: [7.67169146172033e-7, 1.380366426221921e-7, 4.656844913463684e-7, 1.9046760672923468e-7, 1.7577400197321862e-7, 1.320417253558199e-7]
loss: 1.8670390281041423e-6
pde_losses: [1.0704308950297512e-9, 2.6606820353075296e-9]
bcs_losses: [7.72358565132113e-7, 1.3571478519966603e-7, 4.6467518828265576e-7, 1.9043861597937902e-7, 1.7246473936902315e-7, 1.2765602121096805e-7]
loss: 1.8595099360122184e-6
pde_losses: [1.2726845711276266e-9, 1.8866053979168194e-9]
bcs_losses: [7.776906396863421e-7, 1.3544347974409139e-7, 4.655629199041477e-7, 1.9034250508303943e-7, 1.717023407381242e-7, 1.1560876088742909e-7]
loss: 1.8529245391559911e-6
pde_losses: [1.4010263181486224e-9, 2.1269470358005343e-9]
bcs_losses: [7.825249497442396e-7, 1.2930431660037482e-7, 4.6518750775659726e-7, 1.9361546073535195e-7, 1.6668984912630675e-7, 1.120744818391715e-7]
loss: 1.8478547305315268e-6
pde_losses: [1.159966376521016e-9, 8.923086288503343e-10]
bcs_losses: [7.828605519674675e-7, 1.25034571587009e-7, 4.6837505111209984e-7, 1.959221459547261e-7, 1.6527962407469305e-7, 1.0833051083016001e-7]
loss: 1.8456068882891603e-6
pde_losses: [1.0165442989240477e-9, 1.1322830434934871e-9]
bcs_losses: [7.804282334328912e-7, 1.2569328605949148e-7, 4.6910701825826874e-7, 1.9498312625732202e-7, 1.65682421340676e-7, 1.0756397559809322e-7]
loss: 1.8410659425773418e-6
pde_losses: [1.3748790458557826e-9, 1.7560442974817537e-9]
bcs_losses: [7.793019378083912e-7, 1.213514884986818e-7, 4.716845005980232e-7, 1.9598919700753883e-7, 1.6517619869313942e-7, 1.0443169662822977e-7]
loss: 1.836650908179326e-6
pde_losses: [8.98642238347913e-10, 2.4518220011120493e-9]
bcs_losses: [7.792707965413677e-7, 1.1681174246988233e-7, 4.7198035349085303e-7, 1.9629207938893761e-7, 1.6478154915491018e-7, 1.0416392289391522e-7]
loss: 1.8309681819828706e-6
pde_losses: [8.693557667875645e-10, 1.3235163432075302e-9]
bcs_losses: [7.810779617526866e-7, 1.145379048844432e-7, 4.682834369200269e-7, 1.9607069600970966e-7, 1.652480262219003e-7, 1.0355728408410889e-7]
loss: 1.8280366646667154e-6
pde_losses: [5.807970289906006e-10, 1.2129965415501265e-9]
bcs_losses: [7.805752295161092e-7, 1.1079414144859817e-7, 4.683630160273234e-7, 1.9652256581783628e-7, 1.6622994506883385e-7, 1.0375797321747371e-7]
loss: 1.8254938727507428e-6
pde_losses: [7.18715120050332e-10, 1.0330354893373536e-9]
bcs_losses: [7.767127142739385e-7, 1.0992777365482864e-7, 4.692905065368287e-7, 1.950461111234489e-7, 1.674696816701868e-7, 1.0529533488212376e-7]
loss: 1.8224386351906849e-6
pde_losses: [8.039554822480501e-10, 9.332140589162487e-10]
bcs_losses: [7.744713958034023e-7, 1.0791767939912129e-7, 4.7016806294596067e-7, 1.949891056156096e-7, 1.6869960087270453e-7, 1.04455621012722e-7]
loss: 1.8196426469132415e-6
pde_losses: [1.1227874098180009e-9, 1.487850456387716e-9]
bcs_losses: [7.74054844426335e-7, 1.0777009728726521e-7, 4.692407575716482e-7, 1.933813147740088e-7, 1.6934538057921388e-7, 1.0323961440856464e-7]
loss: 1.8161182993447139e-6
pde_losses: [2.203872981746132e-9, 1.4848240271877342e-9]
bcs_losses: [7.73166219758268e-7, 1.0733048653898256e-7, 4.667543781109112e-7, 1.928991393172153e-7, 1.695728792379579e-7, 1.0270649937244508e-7]
loss: 1.8111623503170395e-6
pde_losses: [1.302924224304926e-9, 2.183111419981331e-9]
bcs_losses: [7.705980102250425e-7, 1.0501715320732703e-7, 4.6408060355704177e-7, 1.9346186841152e-7, 1.7342047060905294e-7, 1.0109820866276912e-7]
loss: 1.8057911698856146e-6
pde_losses: [4.749320307025457e-10, 1.1965683321928866e-9]
bcs_losses: [7.666778687483631e-7, 1.0256715446156579e-7, 4.6352817274484775e-7, 1.9578935725231998e-7, 1.7634813282464482e-7, 9.920898349097763e-8]
loss: 1.7998730824463723e-6
pde_losses: [1.8720156487455163e-9, 2.168925923655004e-9]
bcs_losses: [7.61848156873377e-7, 1.0359128090193138e-7, 4.6370745622026737e-7, 1.9382488532235174e-7, 1.780780130935046e-7, 9.47823484625397e-8]
loss: 1.7945530524107802e-6
pde_losses: [1.3513307470779036e-9, 1.6020350894856126e-9]
bcs_losses: [7.629132834846513e-7, 1.0225820643380016e-7, 4.6258036447225946e-7, 1.946143004705907e-7, 1.7754513433339379e-7, 9.168839737952128e-8]
loss: 1.7907459379102647e-6
pde_losses: [9.476699526491591e-10, 7.187474868993874e-10]
bcs_losses: [7.614912782804856e-7, 1.001981897730751e-7, 4.59856482680538e-7, 1.9546337081986937e-7, 1.8045116832526082e-7, 9.161903059148729e-8]
loss: 1.7867374792350096e-6
pde_losses: [1.41119223784956e-9, 9.124289402548931e-10]
bcs_losses: [7.613335254643879e-7, 1.006648535180207e-7, 4.5702960274766666e-7, 1.9396873041578815e-7, 1.8253817000995541e-7, 8.887897590108633e-8]
loss: 1.7836471076917344e-6
pde_losses: [2.4240588449811594e-9, 1.1405714551241835e-9]
bcs_losses: [7.625378213458244e-7, 1.001955698722636e-7, 4.5476584631428994e-7, 1.9360385107458083e-7, 1.8012744916701205e-7, 8.885193961765796e-8]
loss: 1.7787422500536366e-6
pde_losses: [1.8775078353610983e-9, 1.0713357369620115e-9]
bcs_losses: [7.616214448258925e-7, 9.964615057278908e-8, 4.516770305339599e-7, 1.9559089000013957e-7, 1.7934843602366464e-7, 8.790945452486779e-8]
loss: 1.77354525504546e-6
pde_losses: [1.7035397369120708e-9, 1.6304672934816995e-9]
bcs_losses: [7.580427345877888e-7, 1.0056193238586566e-7, 4.491597553091234e-7, 1.9635912641383677e-7, 1.7934674399363698e-7, 8.674095532481494e-8]
loss: 1.7656738877449847e-6
pde_losses: [1.2638131089532486e-9, 1.836610197359887e-9]
bcs_losses: [7.508545743051242e-7, 9.797839674057974e-8, 4.490338221928835e-7, 1.988312329103292e-7, 1.7888949677565134e-7, 8.698594151410353e-8]
loss: 1.7614463326899462e-6
pde_losses: [8.102540883901551e-10, 1.800992191586372e-9]
bcs_losses: [7.486665195065609e-7, 9.976068458439639e-8, 4.481698234316035e-7, 1.9733495108614346e-7, 1.7844254976970102e-7, 8.646055803156428e-8]
loss: 1.7579583712180773e-6
pde_losses: [3.28518397307393e-10, 1.1076720681304505e-9]
bcs_losses: [7.474655859239646e-7, 1.0102840886793603e-7, 4.4610687533163924e-7, 1.9679101705158337e-7, 1.7914593920143526e-7, 8.598435437608087e-8]
loss: 1.7546107628231339e-6
pde_losses: [7.210770182901509e-10, 1.4523278877317028e-9]
bcs_losses: [7.450209020296719e-7, 1.0313979548255367e-7, 4.4424159255824936e-7, 1.944900054652111e-7, 1.8064222230326609e-7, 8.490284007815998e-8]
loss: 1.7507724784564548e-6
pde_losses: [1.3298854188645014e-9, 1.579676693856122e-9]
bcs_losses: [7.446179059808157e-7, 1.024891609362412e-7, 4.4255613142708387e-7, 1.9234970715430637e-7, 1.802855693439606e-7, 8.556444150132627e-8]
loss: 1.7460730471149126e-6
pde_losses: [7.804322859840877e-10, 8.769880934932015e-10]
bcs_losses: [7.429267399451512e-7, 1.048203175751599e-7, 4.4252568720259017e-7, 1.8754544389037604e-7, 1.8170097380524791e-7, 8.489646431691011e-8]
loss: 1.741939243454544e-6
pde_losses: [1.1965710437531248e-9, 8.882224009229248e-10]
bcs_losses: [7.418499060966787e-7, 1.0616884408715309e-7, 4.4142276236530795e-7, 1.834457937529418e-7, 1.810435824668433e-7, 8.592356124094337e-8]
loss: 1.7392198539813062e-6
pde_losses: [9.509461956972851e-10, 1.0336529458449704e-9]
bcs_losses: [7.397647252430969e-7, 1.0811292182960661e-7, 4.4279911907062783e-7, 1.8033298422791145e-7, 1.802209431309903e-7, 8.600456133753107e-8]
loss: 1.7373387476320028e-6
pde_losses: [6.90622652230211e-10, 8.550540945079185e-10]
bcs_losses: [7.390039398892487e-7, 1.0895847878568615e-7, 4.435680797512634e-7, 1.7924660306278902e-7, 1.7922340824230104e-7, 8.579256115397619e-8]
loss: 1.7355443435328089e-6
pde_losses: [5.747455004081957e-10, 5.962418450713633e-10]
bcs_losses: [7.394668839502099e-7, 1.0864298454996401e-7, 4.4268054837191657e-7, 1.7879082324422239e-7, 1.782795530884668e-7, 8.651256298254946e-8]
loss: 1.7339533430329262e-6
pde_losses: [3.60689852706471e-10, 6.321813547503114e-10]
bcs_losses: [7.391099253512865e-7, 1.1016304786978723e-7, 4.4331557163054287e-7, 1.781611109084822e-7, 1.7664247588243866e-7, 8.556834018293175e-8]
loss: 1.7320262448077459e-6
pde_losses: [4.528604504736798e-10, 6.232013929905632e-10]
bcs_losses: [7.391552216679678e-7, 1.085994734563668e-7, 4.4361367669924315e-7, 1.7961770484347633e-7, 1.744554684246223e-7, 8.550863787260554e-8]
loss: 1.730417571453766e-6
pde_losses: [8.654439856866198e-10, 4.869476012841816e-10]
bcs_losses: [7.370669594308994e-7, 1.0786610120209193e-7, 4.447354830340852e-7, 1.7997979749125593e-7, 1.7320559922180222e-7, 8.621123948666054e-8]
loss: 1.728806119953778e-6
pde_losses: [2.1323866588328662e-10, 5.071497922610423e-10]
bcs_losses: [7.367563559925886e-7, 1.069772365014187e-7, 4.453777221902445e-7, 1.80297529674406e-7, 1.716251361804515e-7, 8.705175095652431e-8]
loss: 1.7272163080985678e-6
pde_losses: [4.1250260883180205e-10, 4.712538937382201e-10]
bcs_losses: [7.365938280135995e-7, 1.0604330175537519e-7, 4.4434993614943663e-7, 1.7998212482532696e-7, 1.7044292519259725e-7, 8.89204356596624e-8]
loss: 1.7259070763083934e-6
pde_losses: [1.4043644535055505e-10, 2.695506577300343e-10]
bcs_losses: [7.376060739189777e-7, 1.042672847079947e-7, 4.4264782447795793e-7, 1.8067096020544136e-7, 1.6957822733077453e-7, 9.072671856416633e-8]
loss: 1.7252179657124056e-6
pde_losses: [1.6937772562858552e-10, 3.048542262443071e-10]
bcs_losses: [7.378036463984467e-7, 1.038230396048191e-7, 4.42497396720032e-7, 1.808259079829451e-7, 1.682320340300778e-7, 9.156170902421212e-8]
loss: 1.7247800234847157e-6
pde_losses: [8.473613623539508e-11, 3.3787772860015976e-10]
bcs_losses: [7.372831796397461e-7, 1.0348802720826213e-7, 4.4271976491610523e-7, 1.8105684490142373e-7, 1.6794619802449939e-7, 9.186339492984357e-8]
loss: 1.7244580817250963e-6
pde_losses: [1.3426201175570633e-10, 2.7813902221404617e-10]
bcs_losses: [7.365332563667244e-7, 1.0312300297385929e-7, 4.4382831022052395e-7, 1.8115869933514733e-7, 1.6719803499089427e-7, 9.220437680397728e-8]
loss: 1.7240413169734167e-6
pde_losses: [1.1720659997361297e-10, 2.8844961528961037e-10]
bcs_losses: [7.370150771086615e-7, 1.0299863397174931e-7, 4.436314065833519e-7, 1.8081597912236577e-7, 1.667886675679931e-7, 9.238589640403168e-8]
loss: 1.7235201228657422e-6
pde_losses: [7.15844648190714e-11, 2.2277484448169516e-10]
bcs_losses: [7.389863689925776e-7, 1.0457279288329244e-7, 4.4207289603610257e-7, 1.794142951533737e-7, 1.6633540604148342e-7, 9.184400444961175e-8]
loss: 1.723126354907639e-6
pde_losses: [1.1347761651867165e-10, 4.1021808571873233e-10]
bcs_losses: [7.402067268815434e-7, 1.0531328054945773e-7, 4.4104631933303195e-7, 1.7832943714686752e-7, 1.6643969613521606e-7, 9.126719915928478e-8]
loss: 1.7226910165181418e-6
pde_losses: [1.0090668076061456e-10, 3.706031646852942e-10]
bcs_losses: [7.409555946858966e-7, 1.0515170448650257e-7, 4.4090500526793726e-7, 1.7771116828538565e-7, 1.6595594098954394e-7, 9.154009295742966e-8]
loss: 1.7223967612103386e-6
pde_losses: [1.1532871089616041e-10, 3.3607822977083485e-10]
bcs_losses: [7.404854781886496e-7, 1.0532314074740217e-7, 4.414509806703017e-7, 1.7728760017407416e-7, 1.6626882133054257e-7, 9.112933315870111e-8]
loss: 1.7220568461434179e-6
pde_losses: [7.559211902538154e-11, 3.045579936177726e-10]
bcs_losses: [7.3918411934691e-7, 1.0578186156626822e-7, 4.4240043259643446e-7, 1.7636514065209709e-7, 1.6682083422791893e-7, 9.112430764114604e-8]
loss: 1.7218556522923569e-6
pde_losses: [7.604358883937742e-11, 2.7826561224550114e-10]
bcs_losses: [7.389276163213749e-7, 1.0607100189052126e-7, 4.421100152654012e-7, 1.759450488367042e-7, 1.6748852686447788e-7, 9.095913391279218e-8]
loss: 1.7216763632467152e-6
pde_losses: [4.1135333459955996e-11, 2.458324102366906e-10]
bcs_losses: [7.389090872870582e-7, 1.0627721424502352e-7, 4.4178644571969113e-7, 1.7569523381603163e-7, 1.6777692475807725e-7, 9.094448967713706e-8]
loss: 1.7214402861666886e-6
pde_losses: [1.4847260357440912e-10, 2.2287158642884054e-10]
bcs_losses: [7.373684880971993e-7, 1.0650981147885951e-7, 4.424122561726631e-7, 1.7529791309971932e-7, 1.6840205256609666e-7, 9.107842056214737e-8]
loss: 1.7209724505577912e-6
pde_losses: [1.6114110180805905e-10, 2.807937818318826e-10]
bcs_losses: [7.348324638784095e-7, 1.0661816416377294e-7, 4.4341086882994194e-7, 1.747456432571631e-7, 1.6973343241221666e-7, 9.118994313264714e-8]
loss: 1.720407689355763e-6
pde_losses: [2.121628948566129e-10, 2.8296169727266e-10]
bcs_losses: [7.326985183506486e-7, 1.0669121559996038e-7, 4.434206799427528e-7, 1.7417271865065904e-7, 1.7127901969114625e-7, 9.165041252846657e-8]
loss: 1.7199212701583711e-6
pde_losses: [6.123561517306859e-11, 2.8023323101998953e-10]
bcs_losses: [7.313719953410544e-7, 1.0665772561771676e-7, 4.431822807307036e-7, 1.7426135768974128e-7, 1.7270377708860554e-7, 9.140266484435679e-8]
loss: 1.7196891725485217e-6
pde_losses: [4.415017530916181e-11, 2.2469173017811184e-10]
bcs_losses: [7.303301035952372e-7, 1.0671210497410773e-7, 4.4324090192098324e-7, 1.7405791553221035e-7, 1.7352175685516804e-7, 9.155754776532787e-8]
loss: 1.719587928887363e-6
pde_losses: [5.22462892999371e-11, 2.234822804088187e-10]
bcs_losses: [7.296980413162231e-7, 1.0657507637064908e-7, 4.4378255452205554e-7, 1.7385613624449887e-7, 1.7344501545055943e-7, 9.19553764136681e-8]
loss: 1.7195418298652372e-6
pde_losses: [7.809185822116824e-11, 2.864236331515118e-10]
bcs_losses: [7.291575721955209e-7, 1.0651068606755376e-7, 4.442797772977409e-7, 1.7382738188197728e-7, 1.7336550810172983e-7, 9.20363888293419e-8]
loss: 1.7194671985349375e-6
pde_losses: [6.495596465343021e-11, 2.693075243146994e-10]
bcs_losses: [7.291321391122508e-7, 1.0688489642939674e-7, 4.4433975605346925e-7, 1.7363175220370566e-7, 1.732425462242646e-7, 9.190184502288261e-8]
loss: 1.7194070584348741e-6
pde_losses: [5.618522992184938e-11, 2.5654996041967617e-10]
bcs_losses: [7.290839322512284e-7, 1.0712306198992634e-7, 4.4410868604833093e-7, 1.7343225837119532e-7, 1.7332327125028775e-7, 9.202311333356367e-8]
loss: 1.7193541131786715e-6
pde_losses: [5.0472584722589906e-11, 2.4516193793644836e-10]
bcs_losses: [7.294056163704149e-7, 1.0702820507809476e-7, 4.439585719216224e-7, 1.734011016562213e-7, 1.7294383535170184e-7, 9.232114827795719e-8]
loss: 1.7192871962870206e-6
pde_losses: [4.833945628106452e-11, 2.486626009493559e-10]
bcs_losses: [7.291495377576857e-7, 1.0707890861744628e-7, 4.44084909255076e-7, 1.7318545132601308e-7, 1.729377760766718e-7, 9.255361119689714e-8]
loss: 1.719174139897768e-6
pde_losses: [7.788103507692852e-11, 2.8023793964838727e-10]
bcs_losses: [7.284954618397771e-7, 1.0688766671942588e-7, 4.446262978192633e-7, 1.73147816970639e-7, 1.7295946504521475e-7, 9.269931252872255e-8]
loss: 1.718875044452245e-6
pde_losses: [1.3350409724735183e-10, 3.708348735739192e-10]
bcs_losses: [7.280651027773107e-7, 1.0661569744651455e-7, 4.4524873765321584e-7, 1.7280000962173769e-7, 1.7275905320936156e-7, 9.288210477328333e-8]
loss: 1.7183178257607983e-6
pde_losses: [1.899374283268189e-10, 3.1747963429718987e-10]
bcs_losses: [7.274923814791824e-7, 1.0563589924839777e-7, 4.452034274669461e-7, 1.7212225113067299e-7, 1.7322947989378087e-7, 9.412696947919409e-8]
loss: 1.7176240001087344e-6
pde_losses: [1.3096102822747465e-10, 2.6677334054461896e-10]
bcs_losses: [7.279807203219962e-7, 1.0435729568754972e-7, 4.4560237864935125e-7, 1.7174954538404387e-7, 1.7209156457551427e-7, 9.54447611215067e-8]
loss: 1.7169677522145576e-6
pde_losses: [1.971046888570805e-10, 3.2728366601451486e-10]
bcs_losses: [7.260519737777033e-7, 1.0406771278223793e-7, 4.469684097548017e-7, 1.7074076094732894e-7, 1.7294408986547957e-7, 9.567041673213439e-8]
loss: 1.7161169679464026e-6
pde_losses: [2.8330991281702043e-10, 5.333568522425277e-10]
bcs_losses: [7.251423976442362e-7, 1.0307954666514332e-7, 4.4724339111016446e-7, 1.703492521837983e-7, 1.7294052146358727e-7, 9.654519211441356e-8]
loss: 1.7151885809697585e-6
pde_losses: [3.0382049217870673e-10, 5.876536967726831e-10]
bcs_losses: [7.245661949956179e-7, 1.0291078624296618e-7, 4.4618814609140984e-7, 1.6957076290230443e-7, 1.74049452194638e-7, 9.701176435387095e-8]
loss: 1.713931678132428e-6
pde_losses: [2.733184793228222e-10, 4.509307705236316e-10]
bcs_losses: [7.250814116715128e-7, 1.0301248897163773e-7, 4.439777185807925e-7, 1.690580098200405e-7, 1.7428797051106765e-7, 9.77898293275304e-8]
loss: 1.7123020797662947e-6
pde_losses: [2.6909508716413093e-10, 6.528645813446633e-10]
bcs_losses: [7.253508956635324e-7, 1.0158602742322696e-7, 4.4166557534516296e-7, 1.6879408194125768e-7, 1.7609217974576825e-7, 9.789135997883746e-8]
loss: 1.7107991079491134e-6
pde_losses: [4.1325427775800986e-10, 1.06717332828695e-9]
bcs_losses: [7.271189499710841e-7, 9.850047497236712e-8, 4.396238099487939e-7, 1.6992991652138213e-7, 1.7663183360278337e-7, 9.751369532665778e-8]
loss: 1.7094004103591673e-6
pde_losses: [3.446366685267909e-10, 8.109015225949213e-10]
bcs_losses: [7.273687148579451e-7, 9.572632772384621e-8, 4.383115748316542e-7, 1.696367711793082e-7, 1.7779712745612237e-7, 9.940435611916921e-8]
loss: 1.7077226221439309e-6
pde_losses: [4.689217493324057e-10, 8.587441476164664e-10]
bcs_losses: [7.27467916946175e-7, 9.230508147827428e-8, 4.3734733885145045e-7, 1.7111963629036818e-7, 1.7845899779893282e-7, 9.969598488178162e-8]
loss: 1.7061317093778362e-6
pde_losses: [6.624248495926548e-10, 6.563193637463141e-10]
bcs_losses: [7.284880888519089e-7, 8.793343231937137e-8, 4.3530972544250357e-7, 1.7224200450146153e-7, 1.7907977705735805e-7, 1.0175993699189418e-7]
loss: 1.704386507456028e-6
pde_losses: [5.24115188618053e-10, 4.899420054368859e-10]
bcs_losses: [7.270880242535788e-7, 8.680737660883019e-8, 4.349924146137882e-7, 1.7115376080724434e-7, 1.7931188882861078e-7, 1.0401898514992078e-7]
loss: 1.7026265546776348e-6
pde_losses: [3.6453586815037527e-10, 3.5974709506994485e-10]
bcs_losses: [7.292765799396697e-7, 8.516619208844606e-8, 4.331642401316194e-7, 1.7120538513078435e-7, 1.7938624351657598e-7, 1.0370363090731911e-7]
loss: 1.7013188744183222e-6
pde_losses: [2.1064820480818145e-10, 5.729007394625927e-10]
bcs_losses: [7.314109824006197e-7, 8.10849664794818e-8, 4.3110070970221437e-7, 1.7247292777779884e-7, 1.7790840477596415e-7, 1.0655733433797268e-7]
loss: 1.7003598972811435e-6
pde_losses: [3.1381146797914783e-10, 4.007326598048304e-10]
bcs_losses: [7.324775885734453e-7, 8.172600246099652e-8, 4.299644610223325e-7, 1.7102798392488314e-7, 1.7674943492479555e-7, 1.0769988224690652e-7]
loss: 1.699706509745007e-6
pde_losses: [1.1416772530552219e-10, 4.1801091942933637e-10]
bcs_losses: [7.335373091438408e-7, 8.032330942900287e-8, 4.283735334119004e-7, 1.7027928232595353e-7, 1.7683096235343855e-7, 1.0982993443613622e-7]
loss: 1.6990298976573843e-6
pde_losses: [1.2195165001867447e-10, 2.977411818223393e-10]
bcs_losses: [7.357432634913753e-7, 7.767844886890098e-8, 4.265315670517213e-7, 1.7098185340739192e-7, 1.761709821468672e-7, 1.1150408985928656e-7]
loss: 1.6986835952259577e-6
pde_losses: [8.462037183576665e-11, 1.841089291550362e-10]
bcs_losses: [7.380378755303528e-7, 7.691968379650175e-8, 4.2548344008232663e-7, 1.7114533214932545e-7, 1.7489873299050994e-7, 1.1192980137595036e-7]
loss: 1.698443001906692e-6
pde_losses: [7.055898877724511e-11, 1.9626802847438915e-10]
bcs_losses: [7.378962443109565e-7, 7.569921619707236e-8, 4.24926190145709e-7, 1.712148544053548e-7, 1.7504280218938731e-7, 1.1339686764096014e-7]
loss: 1.698245230854264e-6
pde_losses: [4.12036502832221e-11, 2.0025737984549773e-10]
bcs_losses: [7.384365206763616e-7, 7.429528992728042e-8, 4.2418913714403635e-7, 1.7127704741688597e-7, 1.7494210923010635e-7, 1.1486366542946462e-7]
loss: 1.6980764980655497e-6
pde_losses: [1.6420720696862286e-10, 2.706956653629282e-10]
bcs_losses: [7.377131264562471e-7, 7.38428376245581e-8, 4.240225389965416e-7, 1.7139244207326752e-7, 1.7521305042505007e-7, 1.1545759961755404e-7]
loss: 1.6977608779091234e-6
pde_losses: [1.8292921995743646e-10, 2.45125782158988e-10]
bcs_losses: [7.374418465077841e-7, 7.243748138638664e-8, 4.2315099928046134e-7, 1.7143426653773835e-7, 1.7519131800162274e-7, 1.1767691119301382e-7]
loss: 1.6971184005595744e-6
pde_losses: [2.76293610962951e-10, 1.8726457968454228e-10]
bcs_losses: [7.374492978113732e-7, 6.968460142379787e-8, 4.223721826318408e-7, 1.725722482797057e-7, 1.746098287786864e-7, 1.1996668344352315e-7]
loss: 1.6962929324155166e-6
pde_losses: [2.9101099914714796e-10, 2.5992608836682934e-10]
bcs_losses: [7.369164017710449e-7, 6.777933366809383e-8, 4.218971668592781e-7, 1.7242005239563465e-7, 1.738917945378158e-7, 1.2283724609613546e-7]
loss: 1.6947723846627334e-6
pde_losses: [3.982502858773344e-10, 7.004574159656963e-10]
bcs_losses: [7.370920244168809e-7, 6.643817118067558e-8, 4.217010084238145e-7, 1.7200272413510066e-7, 1.7220276173941768e-7, 1.2423698706500142e-7]
loss: 1.6934406817194686e-6
pde_losses: [5.162807158825889e-10, 8.022168585681156e-10]
bcs_losses: [7.354919207157867e-7, 6.609784476970444e-8, 4.2290138369105336e-7, 1.7288315651436042e-7, 1.7146901184525386e-7, 1.2327886660885916e-7]
loss: 1.6929829739311837e-6
pde_losses: [5.064612491103069e-10, 5.849156841326981e-10]
bcs_losses: [7.354640730496759e-7, 6.51049380450308e-8, 4.226337689140428e-7, 1.7318545372622112e-7, 1.711240095842462e-7, 1.2437935367872368e-7]
loss: 1.691425762899037e-6
pde_losses: [3.789803252519021e-10, 3.718125603847713e-10]
bcs_losses: [7.349686772324489e-7, 6.361192421571697e-8, 4.222972842725759e-7, 1.7334309819513257e-7, 1.6997243342911427e-7, 1.2648155266841175e-7]
loss: 1.689555938681176e-6
pde_losses: [3.7447594253174435e-10, 6.020590493396665e-10]
bcs_losses: [7.350604015060344e-7, 6.140815426843217e-8, 4.222395485201732e-7, 1.7393921990710485e-7, 1.678071080559547e-7, 1.2812497143160515e-7]
loss: 1.6885733493112291e-6
pde_losses: [2.75995153073889e-10, 8.060921256276144e-10]
bcs_losses: [7.338146865599596e-7, 6.248083855180236e-8, 4.2305164606996805e-7, 1.734638426118852e-7, 1.6688594891457355e-7, 1.2779429932433875e-7]
loss: 1.686704565218567e-6
pde_losses: [3.2295088980601114e-10, 4.840361498620349e-10]
bcs_losses: [7.319069446618467e-7, 6.12762935742141e-8, 4.232899514578554e-7, 1.7318311304634597e-7, 1.657578192209481e-7, 1.3048345621768845e-7]
loss: 1.6853030015137223e-6
pde_losses: [3.026790250347485e-10, 8.955868714293648e-10]
bcs_losses: [7.301630260091463e-7, 5.892161369017539e-8, 4.238840091097653e-7, 1.74417324707496e-7, 1.6464780550241708e-7, 1.320709565982579e-7]
loss: 1.6842419867340406e-6
pde_losses: [1.765862421298444e-10, 4.739162307989627e-10]
bcs_losses: [7.293774852968536e-7, 5.7816045320727885e-8, 4.2372828836771784e-7, 1.7417805522667213e-7, 1.6377027529116494e-7, 1.3472133475797537e-7]
loss: 1.6831520716870989e-6
pde_losses: [1.9696932485144657e-10, 7.029954450228626e-10]
bcs_losses: [7.288978847030903e-7, 5.810378989347808e-8, 4.2346343005667387e-7, 1.7279328065906028e-7, 1.6351791858235743e-7, 1.3547580302256476e-7]
loss: 1.6818739391798348e-6
pde_losses: [2.4797426705056114e-10, 6.503856371006759e-10]
bcs_losses: [7.269470893291894e-7, 5.691532167397834e-8, 4.230021809496257e-7, 1.7223657664550955e-7, 1.636096872216754e-7, 1.382647234557051e-7]
loss: 1.6804321795050048e-6
pde_losses: [2.0055373198418248e-10, 3.8913438012877144e-10]
bcs_losses: [7.244428742194785e-7, 5.464592746849176e-8, 4.233178136897983e-7, 1.7244410790706235e-7, 1.6452721228326556e-7, 1.4046455582479538e-7]
loss: 1.6796224401717197e-6
pde_losses: [2.0919691056478514e-10, 4.6070877781531286e-10]
bcs_losses: [7.229569701281663e-7, 5.248701614818215e-8, 4.2312427984128086e-7, 1.7279222296814793e-7, 1.6473786914698545e-7, 1.4285417625057685e-7]
loss: 1.6789700064928573e-6
pde_losses: [2.5405011962440105e-10, 7.011398008819246e-10]
bcs_losses: [7.226841095036691e-7, 5.2433464889867926e-8, 4.229127131390439e-7, 1.7258462058839525e-7, 1.6514662031343373e-7, 1.4225328813794102e-7]
loss: 1.6781429036376675e-6
pde_losses: [2.9537054490711313e-10, 3.1789851238321885e-10]
bcs_losses: [7.216164445746044e-7, 5.119732176900188e-8, 4.235592744430043e-7, 1.7334768258668637e-7, 1.6400518175994037e-7, 1.438037294471397e-7]
loss: 1.6775187466785018e-6
pde_losses: [3.7629578387427256e-10, 2.939567042308503e-10]
bcs_losses: [7.202870473549926e-7, 5.0534490160887164e-8, 4.2383428669228203e-7, 1.739103899433322e-7, 1.644782523678354e-7, 1.4380402767106728e-7]
loss: 1.6768609175060937e-6
pde_losses: [2.2207061476058685e-10, 1.4665356889134116e-10]
bcs_losses: [7.208813381342321e-7, 4.96992010716253e-8, 4.2311157221611434e-7, 1.7535374136854463e-7, 1.6355930486991994e-7, 1.4388703566200563e-7]
loss: 1.6764153668330376e-6
pde_losses: [1.6500495932947545e-10, 1.5309534916487236e-10]
bcs_losses: [7.217524790568199e-7, 4.9249381624298896e-8, 4.225602846067402e-7, 1.7637650451040508e-7, 1.629080464731901e-7, 1.4325057025308878e-7]
loss: 1.676110086072853e-6
pde_losses: [2.1820985151594198e-10, 2.1198628729589516e-10]
bcs_losses: [7.223057101709237e-7, 4.912141053696918e-8, 4.2240036909726303e-7, 1.769281787751597e-7, 1.6200272495137457e-7, 1.4292149640235085e-7]
loss: 1.6758083244008455e-6
pde_losses: [1.4307401455908776e-10, 1.958740285035872e-10]
bcs_losses: [7.222174823383624e-7, 4.82645032558816e-8, 4.22576447476525e-7, 1.7786327086710737e-7, 1.6147073408952222e-7, 1.4307693833038427e-7]
loss: 1.6755389280989625e-6
pde_losses: [2.207414945696265e-10, 2.0425342034549473e-10]
bcs_losses: [7.220013469614987e-7, 4.842318681086937e-8, 4.235044304564084e-7, 1.7844711497163483e-7, 1.6078473842267656e-7, 1.419531155609596e-7]
loss: 1.6749125878580773e-6
pde_losses: [1.6973518976041957e-10, 3.1022879611900997e-10]
bcs_losses: [7.202625986701841e-7, 4.857645224027643e-8, 4.2518730197492715e-7, 1.7858177402816022e-7, 1.6002425729556625e-7, 1.418002396630837e-7]
loss: 1.6740142329344884e-6
pde_losses: [1.5406484619819273e-10, 2.5082861182452325e-10]
bcs_losses: [7.179147959835007e-7, 4.844025323715638e-8, 4.266401402348814e-7, 1.7844446147926766e-7, 1.5919301503464014e-7, 1.429766735070194e-7]
loss: 1.6729550291927923e-6
pde_losses: [2.458725123335682e-10, 5.955985153054994e-10]
bcs_losses: [7.178826020921584e-7, 4.873020910198763e-8, 4.2750400433308486e-7, 1.7819900201889707e-7, 1.5774795947362835e-7, 1.4204978114539678e-7]
loss: 1.6717041891028259e-6
pde_losses: [2.494930193094121e-10, 2.0036759409714628e-10]
bcs_losses: [7.173441154736835e-7, 4.819254011450565e-8, 4.279602284784621e-7, 1.7868509021611892e-7, 1.5648057621476352e-7, 1.425917779918857e-7]
loss: 1.6707753650076507e-6
pde_losses: [3.3844773187160633e-10, 3.183197898514702e-10]
bcs_losses: [7.1759565313657e-7, 4.821647428681793e-8, 4.280549910714945e-7, 1.7813065556297575e-7, 1.5675749482176828e-7, 1.4136332860630136e-7]
loss: 1.6700064740568421e-6
pde_losses: [3.9827514828529946e-10, 2.8353235082171546e-10]
bcs_losses: [7.168821618005502e-7, 4.876384439008935e-8, 4.297653340855746e-7, 1.7790945357549966e-7, 1.5565636115082315e-7, 1.4034751155519823e-7]
loss: 1.6692091905363427e-6
pde_losses: [2.4241773337938073e-10, 4.392107775140308e-10]
bcs_losses: [7.159274020805032e-7, 4.9029217190696446e-8, 4.3046091686696516e-7, 1.7732246272805297e-7, 1.5570310361016522e-7, 1.4008445954906647e-7]
loss: 1.6679855371529518e-6
pde_losses: [3.0938467601113613e-10, 4.900876024797515e-10]
bcs_losses: [7.143585289828706e-7, 5.056418614904556e-8, 4.330790694899373e-7, 1.7515347346610233e-7, 1.5602029645991401e-7, 1.380105103265913e-7]
loss: 1.6663475716930044e-6
pde_losses: [3.261009916020245e-10, 5.43781450828822e-10]
bcs_losses: [7.134274421562649e-7, 5.2145611199522423e-8, 4.3496159813109603e-7, 1.734507993025678e-7, 1.562086436452485e-7, 1.3528359481587404e-7]
loss: 1.6649046606148675e-6
pde_losses: [4.0877193511273517e-10, 3.0608614160703863e-10]
bcs_losses: [7.116750476511263e-7, 5.218286605786295e-8, 4.362942115566841e-7, 1.7270515546171402e-7, 1.5675868017266e-7, 1.3457384163810026e-7]
loss: 1.6636742625191527e-6
pde_losses: [4.730691154263861e-10, 2.658142336871806e-10]
bcs_losses: [7.117146048850774e-7, 5.3037640600507475e-8, 4.3793476085561563e-7, 1.717243728374876e-7, 1.5597467551456516e-7, 1.3254932447678594e-7]
loss: 1.662320821186787e-6
pde_losses: [5.528836312500138e-10, 6.065039516958059e-10]
bcs_losses: [7.120497561210039e-7, 5.382801633625233e-8, 4.3730549362040113e-7, 1.7039283124678972e-7, 1.5630798195216097e-7, 1.3127735432723332e-7]
loss: 1.6598540224416267e-6
pde_losses: [9.051070592077076e-10, 3.6401735815957817e-10]
bcs_losses: [7.115386145036084e-7, 5.413214651847698e-8, 4.3962133238323977e-7, 1.6731166825370717e-7, 1.5573257876039388e-7, 1.302485576048333e-7]
loss: 1.6555825308288457e-6
pde_losses: [5.672268329825367e-10, 6.057943164730897e-10]
bcs_losses: [7.100917117645494e-7, 5.555729808583786e-8, 4.4318433593560727e-7, 1.630161851770569e-7, 1.5417524339862178e-7, 1.2838473531771717e-7]
loss: 1.6515861234078925e-6
pde_losses: [1.5212066026445e-9, 7.969520204894919e-10]
bcs_losses: [7.099611236665424e-7, 5.590646045183252e-8, 4.449740419343444e-7, 1.6085183728982723e-7, 1.5188152783244668e-7, 1.2569297360976549e-7]
loss: 1.6496200223803555e-6
pde_losses: [1.0026066160698473e-9, 5.477790190678533e-10]
bcs_losses: [7.093153339470484e-7, 5.651629474171882e-8, 4.463897872938977e-7, 1.5941811755877936e-7, 1.5193749505505687e-7, 1.2449260814871644e-7]
loss: 1.6460752168020406e-6
pde_losses: [5.11314497354551e-10, 6.852466651418187e-10]
bcs_losses: [7.08049594788482e-7, 5.6579053152206553e-8, 4.503649786203569e-7, 1.5825560762202422e-7, 1.501096316763656e-7, 1.2151978978010916e-7]
loss: 1.6442648728113478e-6
pde_losses: [1.3584853882476155e-9, 7.629642607212832e-10]
bcs_losses: [7.082161898769999e-7, 5.6340787113309764e-8, 4.498726397263777e-7, 1.58866209194426e-7, 1.4930774361652275e-7, 1.1953985363474293e-7]
loss: 1.6419645878649302e-6
pde_losses: [9.385447377327916e-10, 1.2378323705554363e-9]
bcs_losses: [7.096311251048654e-7, 5.5644435862758996e-8, 4.5067881377300475e-7, 1.6020822957992024e-7, 1.4770228952999394e-7, 1.1592331690609861e-7]
loss: 1.6394476195252047e-6
pde_losses: [9.98431234343097e-10, 7.159956894771966e-10]
bcs_losses: [7.106905803688238e-7, 5.5301186781256716e-8, 4.4906725829261276e-7, 1.6151173367462567e-7, 1.4685760621329261e-7, 1.1430482727077285e-7]
loss: 1.6372155266740542e-6
pde_losses: [6.660259883666145e-10, 4.363465834007712e-10]
bcs_losses: [7.131066237688555e-7, 5.550118118544359e-8, 4.492050445622235e-7, 1.6168283397066686e-7, 1.450560620413624e-7, 1.1156140857373497e-7]
loss: 1.6351021232759112e-6
pde_losses: [5.856126544012309e-10, 7.52376502838384e-10]
bcs_losses: [7.141500967015862e-7, 5.584610012944795e-8, 4.473417637908537e-7, 1.623602720952631e-7, 1.449954052800096e-7, 1.0907049612151111e-7]
loss: 1.6335818275544383e-6
pde_losses: [7.17440738314339e-10, 9.22109290929095e-10]
bcs_losses: [7.152363723582445e-7, 5.609370841581484e-8, 4.4601834661934763e-7, 1.618999410839545e-7, 1.441730119931664e-7, 1.08520897054667e-7]
loss: 1.631666805771209e-6
pde_losses: [7.532982432969788e-10, 5.621749924860816e-10]
bcs_losses: [7.158069158200354e-7, 5.5472443581304565e-8, 4.450616648120389e-7, 1.6336798477281524e-7, 1.4413225996350384e-7, 1.06510063585728e-7]
loss: 1.6296170383680437e-6
pde_losses: [6.841042207445128e-10, 5.678836594632859e-10]
bcs_losses: [7.160242244781696e-7, 5.37815213329246e-8, 4.437175044406634e-7, 1.657046073206519e-7, 1.436915780546377e-7, 1.0544561486078882e-7]
loss: 1.6273786314672426e-6
pde_losses: [8.866276868489961e-10, 4.604347849940506e-10]
bcs_losses: [7.168053190577106e-7, 5.14537094045467e-8, 4.4200649890583337e-7, 1.6811909660577923e-7, 1.429401049556677e-7, 1.0470684006586224e-7]
loss: 1.6233591352167611e-6
pde_losses: [9.186916973828564e-10, 9.165270307443891e-10]
bcs_losses: [7.185262961818176e-7, 4.961448528507117e-8, 4.376163501968228e-7, 1.6855196901592428e-7, 1.4325056585322976e-7, 1.0396424995576804e-7]
loss: 1.620818058904193e-6
pde_losses: [8.368509853397972e-10, 4.96936054327995e-10]
bcs_losses: [7.207330329613096e-7, 4.805923646813821e-8, 4.3360993825435766e-7, 1.7085637976030395e-7, 1.4244127687522974e-7, 1.037844075451861e-7]
loss: 1.6187165685303259e-6
pde_losses: [1.1576386036554074e-9, 6.373287751119525e-10]
bcs_losses: [7.210174728655724e-7, 4.776567102080366e-8, 4.3238013511349757e-7, 1.6972679351645958e-7, 1.4202318412260363e-7, 1.0400834451262151e-7]
loss: 1.6162396768477612e-6
pde_losses: [9.87052182942052e-10, 1.2561874851512997e-9]
bcs_losses: [7.23152688513407e-7, 4.748792878408301e-8, 4.2890604801015334e-7, 1.6993453685970687e-7, 1.416799792950353e-7, 1.0283525571728198e-7]
loss: 1.6133296597369837e-6
pde_losses: [8.687744591315718e-10, 8.369982529399103e-10]
bcs_losses: [7.241204226616617e-7, 4.7299764724252356e-8, 4.256689489581496e-7, 1.703179586297365e-7, 1.4155013186181231e-7, 1.0266666018929963e-7]
loss: 1.6087445553703172e-6
pde_losses: [8.221181980934843e-10, 4.389731532808224e-10]
bcs_losses: [7.263587379393041e-7, 4.943426910198761e-8, 4.2276563009209286e-7, 1.6764592413974665e-7, 1.4101710943376252e-7, 1.0026179331204905e-7]
loss: 1.6072333393884965e-6
pde_losses: [7.209128604453704e-10, 5.390726833317027e-10]
bcs_losses: [7.280094364134834e-7, 4.9585210748341576e-8, 4.2050186278340083e-7, 1.6748110929228017e-7, 1.4105454569028037e-7, 9.934118891693304e-8]
loss: 1.6039181377302354e-6
pde_losses: [6.815667103995209e-10, 2.2314707919254102e-10]
bcs_losses: [7.286189852544729e-7, 5.262575497746635e-8, 4.17986082253059e-7, 1.641538751301802e-7, 1.4253624375205798e-7, 9.709248257340674e-8]
loss: 1.6015846583566696e-6
pde_losses: [5.561699150275497e-10, 6.629359490715171e-10]
bcs_losses: [7.297609819115925e-7, 5.327546119970334e-8, 4.148612398088636e-7, 1.6350890598450672e-7, 1.4377844235459623e-7, 9.518052123330791e-8]
loss: 1.5985850170636837e-6
pde_losses: [2.6385663245638757e-10, 5.21270810870809e-10]
bcs_losses: [7.261396609483584e-7, 5.356761108388346e-8, 4.1555729659584e-7, 1.62565231456911e-7, 1.4610700645263947e-7, 9.386308308272417e-8]
loss: 1.5969761201573011e-6
pde_losses: [4.3677529094430636e-10, 1.6098130377409276e-10]
bcs_losses: [7.256028445825495e-7, 5.389019993531013e-8, 4.147949071614076e-7, 1.623168738634463e-7, 1.4653664254687905e-7, 9.323689547299007e-8]
loss: 1.5955738346612225e-6
pde_losses: [2.5863451146888903e-10, 4.416532814455703e-10]
bcs_losses: [7.250305684607408e-7, 5.2857340573337654e-8, 4.1350729315947166e-7, 1.6288171106317495e-7, 1.47666868665727e-7, 9.292976494585607e-8]
loss: 1.594402263913511e-6
pde_losses: [2.677541446698393e-10, 3.0618247545131526e-10]
bcs_losses: [7.260992309458663e-7, 5.1673810793945696e-8, 4.112569394509021e-7, 1.640715396676293e-7, 1.4761165637057946e-7, 9.31151500644669e-8]
loss: 1.5936581097004129e-6
pde_losses: [3.1340905354305027e-10, 2.519049942586918e-10]
bcs_losses: [7.271017277196211e-7, 5.1864880187666585e-8, 4.094832278668663e-7, 1.6424455150319134e-7, 1.48027802139015e-7, 9.237060623625092e-8]
loss: 1.593028879075421e-6
pde_losses: [1.182708035194268e-10, 1.3908288019979346e-10]
bcs_losses: [7.275563954946249e-7, 5.095244309659277e-8, 4.0882022033371635e-7, 1.650854782073097e-7, 1.4801964852817257e-7, 9.233733973128535e-8]
loss: 1.5924517241893856e-6
pde_losses: [1.5527281134821783e-10, 1.317750598109138e-10]
bcs_losses: [7.286455674230653e-7, 5.076254704259619e-8, 4.0677582746375144e-7, 1.6579412848401564e-7, 1.4826710488477922e-7, 9.191950102001839e-8]
loss: 1.5920912195668315e-6
pde_losses: [1.1387602860728233e-10, 1.230088865178764e-10]
bcs_losses: [7.299001570184148e-7, 5.137879958283002e-8, 4.0514825489328155e-7, 1.6576522400795763e-7, 1.4833176494561988e-7, 9.133013420360234e-8]
loss: 1.5919574058676482e-6
pde_losses: [1.23058152362076e-10, 2.8058511600001116e-11]
bcs_losses: [7.303983769837095e-7, 5.1353550557877055e-8, 4.046055280274237e-7, 1.6587418812693507e-7, 1.4833365561660513e-7, 9.124098989113556e-8]
loss: 1.5917899921303527e-6
pde_losses: [2.8511207852084593e-11, 5.082157743389418e-11]
bcs_losses: [7.304431108371427e-7, 5.1314936631353966e-8, 4.043703072298665e-7, 1.6602349009579464e-7, 1.4837285306128235e-7, 9.11859614896267e-8]
loss: 1.5916540950535223e-6
pde_losses: [5.891312316232473e-11, 5.7825328507181275e-11]
bcs_losses: [7.307670726430578e-7, 5.1559824453845365e-8, 4.038822245357485e-7, 1.66042704651987e-7, 1.4839132371143933e-7, 9.089420660577495e-8]
loss: 1.59152942956411e-6
pde_losses: [5.1906675211487624e-11, 6.639285692147221e-11]
bcs_losses: [7.311615661717474e-7, 5.1436166047969386e-8, 4.0326661127751957e-7, 1.6618400252210458e-7, 1.4849790487243568e-7, 9.086487914020079e-8]
loss: 1.591500275175958e-6
pde_losses: [6.4816536219905e-11, 4.848744382969735e-11]
bcs_losses: [7.31058382826064e-7, 5.1467349360060354e-8, 4.034875101640968e-7, 1.6599385080081116e-7, 1.4839200928625796e-7, 9.098786875861808e-8]
loss: 1.5914571352565934e-6
pde_losses: [5.947509722942228e-11, 3.5324794192844644e-11]
bcs_losses: [7.310101096751543e-7, 5.132316599560903e-8, 4.035182413153232e-7, 1.6609041530394046e-7, 1.4833512187210846e-7, 9.108528120303594e-8]
loss: 1.5914264054947514e-6
pde_losses: [4.624027288380911e-11, 3.423310265268793e-11]
bcs_losses: [7.310675337761921e-7, 5.120792116797404e-8, 4.0334861291935777e-7, 1.6627309441413097e-7, 1.4840141086864776e-7, 9.104735897291224e-8]
loss: 1.5913984209924724e-6
pde_losses: [7.010691829041887e-11, 3.0915404594893586e-11]
bcs_losses: [7.310900371350977e-7, 5.114051427116819e-8, 4.031943127002693e-7, 1.6638479090150444e-7, 1.484459444720152e-7, 9.104179918953221e-8]
loss: 1.5913530048272136e-6
pde_losses: [5.215336927385292e-11, 5.245680273275909e-11]
bcs_losses: [7.309950433916331e-7, 5.109529072158974e-8, 4.0310218656874466e-7, 1.6639019846099427e-7, 1.486015223915735e-7, 9.106415312067162e-8]
loss: 1.5912782713280963e-6
pde_losses: [3.616886165374343e-11, 3.969114408246095e-11]
bcs_losses: [7.307560875576236e-7, 5.101719969604987e-8, 4.03111162977881e-7, 1.661859921953742e-7, 1.4883910129817891e-7, 9.129286759725233e-8]
loss: 1.5912561101050274e-6
pde_losses: [6.71681830598533e-11, 2.975463752348043e-11]
bcs_losses: [7.305671485901507e-7, 5.080589719133514e-8, 4.030227854189415e-7, 1.662337617714826e-7, 1.4899588987297522e-7, 9.153370443955874e-8]
loss: 1.5911989947605882e-6
pde_losses: [4.030762378861709e-11, 3.456352547333497e-11]
bcs_losses: [7.30507875941174e-7, 5.07660191516332e-8, 4.028750766994541e-7, 1.6624189571086235e-7, 1.4911564876836428e-7, 9.161760733983818e-8]
loss: 1.5911794264816194e-6
pde_losses: [7.857463428417844e-11, 3.722721590738784e-11]
bcs_losses: [7.302666664261714e-7, 5.069323191591935e-8, 4.0292878202023276e-7, 1.6626307212343433e-7, 1.4915613625223996e-7, 9.175573589342977e-8]
loss: 1.5911290368343975e-6
pde_losses: [5.3302848374842176e-11, 3.09369386578937e-11]
bcs_losses: [7.30064353038469e-7, 5.0707151620665255e-8, 4.029637914293813e-7, 1.66214660816885e-7, 1.4927751900204937e-7, 9.181732113991503e-8]
loss: 1.5910999150432162e-6
pde_losses: [5.82259369526512e-11, 2.168900240889028e-11]
bcs_losses: [7.297852579241828e-7, 5.067084082439532e-8, 4.0317883335932926e-7, 1.6611938490157967e-7, 1.4925196772471708e-7, 9.201371536965033e-8]
loss: 1.5910638749005954e-6
pde_losses: [4.3857340833745583e-11, 3.0238142823586465e-11]
bcs_losses: [7.297335748012709e-7, 5.067489128848157e-8, 4.0317644780327365e-7, 1.659826889311858e-7, 1.491643767700765e-7, 9.225779982264964e-8]
loss: 1.5910213761877757e-6
pde_losses: [4.238576122777756e-11, 2.5261359886579662e-11]
bcs_losses: [7.296315423777079e-7, 5.0749478356191754e-8, 4.031004944190471e-7, 1.6584993799039804e-7, 1.4917170123152275e-7, 9.24505746917936e-8]
loss: 1.590985796752117e-6
pde_losses: [5.4653795969292536e-11, 3.835405270597956e-11]
bcs_losses: [7.296253181982092e-7, 5.0723669794974575e-8, 4.031595437452543e-7, 1.658042417886873e-7, 1.489246002370662e-7, 9.265541513924993e-8]
loss: 1.590949388522538e-6
pde_losses: [5.0045916603282414e-11, 3.763442567297967e-11]
bcs_losses: [7.295030554807205e-7, 5.0740383276342384e-8, 4.032377221951362e-7, 1.6572510923434483e-7, 1.4876273828161693e-7, 9.289269971210096e-8]
loss: 1.590885300831552e-6
pde_losses: [6.517035992971831e-11, 5.2207854760833446e-11]
bcs_losses: [7.290908027132599e-7, 5.046019984046397e-8, 4.032307063603813e-7, 1.655968830141706e-7, 1.4868132114571135e-7, 9.37080095428742e-8]
loss: 1.5908143573415698e-6
pde_losses: [4.5193667676403e-11, 3.4428316086901e-11]
bcs_losses: [7.294961936120463e-7, 5.0357157131260136e-8, 4.0249431379286845e-7, 1.6564917639452667e-7, 1.4868160227614502e-7, 9.405629215096003e-8]
loss: 1.5907479093935532e-6
pde_losses: [2.9296080392724744e-11, 1.4894683797285037e-11]
bcs_losses: [7.298061821037161e-7, 5.025672248182938e-8, 4.022050412646454e-7, 1.655701364556696e-7, 1.4843551151222504e-7, 9.443012481127765e-8]
loss: 1.590747495607476e-6
pde_losses: [4.93774495448517e-11, 1.513189821664313e-11]
bcs_losses: [7.299679729145636e-7, 5.0344421579908107e-8, 4.0205614709022287e-7, 1.6555481112482333e-7, 1.48344629433936e-7, 9.441500411626073e-8]
loss: 1.5907458746524697e-6
pde_losses: [5.184266367012741e-11, 1.7189292959598867e-11]
bcs_losses: [7.299519412152296e-7, 5.03376542306322e-8, 4.0204266593498715e-7, 1.6558685066232232e-7, 1.4832086479799787e-7, 9.443686585467086e-8]
loss: 1.5907334528425732e-6
pde_losses: [3.9492635801947894e-11, 2.16056462611414e-11]
bcs_losses: [7.298912824305031e-7, 5.031222753671949e-8, 4.020784504263376e-7, 1.6562632560439363e-7, 1.483046094057775e-7, 9.445945915677862e-8]
loss: 1.5907303658156527e-6
pde_losses: [4.289667897788394e-11, 2.0424711678728073e-11]
bcs_losses: [7.298498144455378e-7, 5.02878570518578e-8, 4.020982657262915e-7, 1.656268249472901e-7, 1.483170760997906e-7, 9.448720615422834e-8]
loss: 1.5907305833844915e-6
pde_losses: [4.807334865199291e-11, 1.581278777336497e-11]
bcs_losses: [7.298596329108754e-7, 5.028596670726019e-8, 4.0208346817734513e-7, 1.6561586491225433e-7, 1.483213206859283e-7, 9.450044385440261e-8]
loss: 1.5907293194939636e-6
pde_losses: [4.688931205625904e-11, 1.7314443396707772e-11]
bcs_losses: [7.299512977631937e-7, 5.027861674646e-8, 4.0197911682513204e-7, 1.6559313026909836e-7, 1.4831413935529908e-7, 9.454881477932756e-8]
loss: 1.5907237627198394e-6
pde_losses: [4.463366260835619e-11, 1.8970592765151572e-11]
bcs_losses: [7.300219117448694e-7, 5.029031701415552e-8, 4.019371847628721e-7, 1.6557828161161156e-7, 1.482786952343982e-7, 9.455376809655886e-8]
loss: 1.590716463331881e-6
pde_losses: [4.473885408383538e-11, 1.470147078178942e-11]
bcs_losses: [7.300823574433491e-7, 5.0332240166848584e-8, 4.01921342125804e-7, 1.6556498639096994e-7, 1.4826484117423247e-7, 9.449125570581143e-8]
loss: 1.5907071250586543e-6
pde_losses: [3.96784563435448e-11, 1.45943093915217e-11]
bcs_losses: [7.301619496345543e-7, 5.0355388782325666e-8, 4.019177123558688e-7, 1.6555548631676353e-7, 1.4821291646591383e-7, 9.44493987374932e-8]
loss: 1.5906971395386168e-6
pde_losses: [3.531367500195208e-11, 1.97644308963209e-11]
bcs_losses: [7.302052084080531e-7, 5.03621646041927e-8, 4.0194899926758395e-7, 1.6551990701981554e-7, 1.4809070159797932e-7, 9.45150805350938e-8]
loss: 1.590698583482236e-6
pde_losses: [3.727665464565705e-11, 1.9247119506654622e-11]
bcs_losses: [7.302052106170161e-7, 5.036216238280476e-8, 4.0194900333819813e-7, 1.6551990202620167e-7, 1.480906913589085e-7, 9.451508998495474e-8]
loss: 1.5906984709672646e-6
pde_losses: [5.315614056439877e-11, 1.6473020149325918e-11]
bcs_losses: [7.302198558183608e-7, 5.036131339117995e-8, 4.019844075897441e-7, 1.6542875541752136e-7, 1.4801888482637223e-7, 9.46156247633723e-8]
loss: 1.590693788539752e-6
pde_losses: [5.0256632068690096e-11, 1.992986803814379e-11]
bcs_losses: [7.302370160468568e-7, 5.0361231725041635e-8, 4.019766345695173e-7, 1.653662076523531e-7, 1.4803731055795273e-7, 9.464520148792373e-8]
loss: 1.5906952312871275e-6
pde_losses: [5.448056015500984e-11, 1.691861493037681e-11]
bcs_losses: [7.302584299072973e-7, 5.036949861051756e-8, 4.019630570066398e-7, 1.6534062423112558e-7, 1.4804091030502468e-7, 9.465131205143713e-8]
loss: 1.5906863601980201e-6
pde_losses: [4.088010002479009e-11, 1.783317157732251e-11]
bcs_losses: [7.303619978336517e-7, 5.0387523341185603e-8, 4.018743870434943e-7, 1.6528035118472503e-7, 1.480694824950965e-7, 9.465390502826501e-8]
loss: 1.5906801739686095e-6
pde_losses: [3.673607813940427e-11, 1.49996037197914e-11]
bcs_losses: [7.304563877314341e-7, 5.0431997278098605e-8, 4.0184593043750503e-7, 1.6522962381490574e-7, 1.480064191972101e-7, 9.465807982759683e-8]
loss: 1.5906779932461882e-6
pde_losses: [4.6095465167190037e-11, 1.3875866926954842e-11]
bcs_losses: [7.305210133199234e-7, 5.04380041418447e-8, 4.018515627319163e-7, 1.6521661089554306e-7, 1.4789245562411592e-7, 9.469837520075094e-8]
loss: 1.5906744390202754e-6
pde_losses: [4.432640109498502e-11, 1.2711730067904794e-11]
bcs_losses: [7.305220598104739e-7, 5.043726921647595e-8, 4.0184960962824733e-7, 1.6521516529181477e-7, 1.478918565731189e-7, 9.470144036898195e-8]
loss: 1.5906562467457597e-6
pde_losses: [3.4209922361509416e-11, 1.3791203548123355e-11]
bcs_losses: [7.305173966682983e-7, 5.044647178382743e-8, 4.018356774485336e-7, 1.6516637994075638e-7, 1.4790067253125406e-7, 9.47416472471805e-8]
loss: 1.5906554446097422e-6
pde_losses: [3.2619743486830726e-11, 1.4579258015024768e-11]
bcs_losses: [7.305173966938503e-7, 5.044647177081584e-8, 4.0183567741944986e-7, 1.651663799000335e-7, 1.479006725355695e-7, 9.474164728852144e-8]
loss: 1.590656512981448e-6
pde_losses: [3.4564867989154144e-11, 1.3702509927358793e-11]
bcs_losses: [7.305173966928485e-7, 5.0446471770867693e-8, 4.018356774194413e-7, 1.6516637989808287e-7, 1.4790067253575207e-7, 9.474164728653902e-8]
loss: 1.5906578941253948e-6
pde_losses: [3.6910154932465735e-11, 1.2738352721228405e-11]
bcs_losses: [7.305173966986436e-7, 5.044647177106233e-8, 4.018356774255931e-7, 1.6516637989980785e-7, 1.4790067253548856e-7, 9.474164728714583e-8]
loss: 1.5906578286251512e-6
pde_losses: [3.657536935887317e-11, 1.3144451158163617e-11]
bcs_losses: [7.305176315605966e-7, 5.0446230766978554e-8, 4.0183541671567587e-7, 1.6516568092075074e-7, 1.4790066722913383e-7, 9.474248161149854e-8]
loss: 1.5906590987453396e-6
pde_losses: [3.712047955861806e-11, 1.3869469751437508e-11]
bcs_losses: [7.305176315585669e-7, 5.0446230764295385e-8, 4.0183541671458823e-7, 1.651656809118645e-7, 1.479006672237744e-7, 9.474248162294026e-8]
loss: 1.5906602146476437e-6
pde_losses: [4.7601878844691846e-11, 2.0248505319705246e-11]
bcs_losses: [7.305312089762494e-7, 5.040614087835886e-8, 4.0181707344023257e-7, 1.6506804478946923e-7, 1.478997565460909e-7, 9.487013963307838e-8]
loss: 1.5906499273546917e-6
pde_losses: [4.5633367910055896e-11, 1.9262385070796628e-11]
bcs_losses: [7.305700793865157e-7, 5.036492569849323e-8, 4.018053281430359e-7, 1.64999663323952e-7, 1.4789270152549097e-7, 9.495233352422314e-8]
loss: 1.5906421194205036e-6
pde_losses: [4.277528027523604e-11, 2.054089938778929e-11]
bcs_losses: [7.305942881776451e-7, 5.0340386274962965e-8, 4.018019673957499e-7, 1.649818325841135e-7, 1.4787957421085627e-7, 9.498075459751289e-8]
loss: 1.5906408897149912e-6
pde_losses: [4.2788540803868006e-11, 1.7743265622221816e-11]
bcs_losses: [7.305864099408148e-7, 5.0335406774396415e-8, 4.017770306123159e-7, 1.6498281159021483e-7, 1.4789284279094478e-7, 9.500585619987837e-8]
loss: 1.590640249690018e-6
pde_losses: [4.0834643347105045e-11, 1.8971774633866768e-11]
bcs_losses: [7.305747315301881e-7, 5.033790746351185e-8, 4.017793467903264e-7, 1.649847823731786e-7, 1.4790047211666596e-7, 9.500320299816612e-8]
loss: 1.590636563496728e-6
pde_losses: [3.501088950236687e-11, 1.638553818463152e-11]
bcs_losses: [7.305268268118476e-7, 5.0310827999845666e-8, 4.0178820919518346e-7, 1.6502435270704647e-7, 1.4792292450532142e-7, 9.501202584979618e-8]
loss: 1.59063674805744e-6
pde_losses: [3.429878421128063e-11, 1.88857310176896e-11]
bcs_losses: [7.304874344037658e-7, 5.0258523227073966e-8, 4.0179450351436153e-7, 1.6501746525669685e-7, 1.479252046118103e-7, 9.510043252850288e-8]
loss: 1.5906381721188525e-6
pde_losses: [5.076702471271362e-11, 1.5700645354830574e-11]
bcs_losses: [7.304747650488824e-7, 5.022334218645e-8, 4.017771482209263e-7, 1.6501215620721317e-7, 1.4793574443281754e-7, 9.514854835249581e-8]
loss: 1.590607387127409e-6
pde_losses: [4.996530073851413e-11, 1.8822666651601686e-11]
bcs_losses: [7.304365014390961e-7, 5.010619005673853e-8, 4.017378053521476e-7, 1.650010801009998e-7, 1.4796001711779348e-7, 9.529700509324339e-8]
loss: 1.5905976813027787e-6
pde_losses: [6.208164461844161e-11, 3.274377556214965e-11]
bcs_losses: [7.303445221949863e-7, 4.9924261077096e-8, 4.0164247622380974e-7, 1.6506693712255888e-7, 1.480353024460418e-7, 9.54893568181054e-8]
loss: 1.5905566212141928e-6
pde_losses: [3.6961571345987e-11, 2.406031212794314e-11]
bcs_losses: [7.302605226735205e-7, 4.9641355943689066e-8, 4.013893953743541e-7, 1.6539580107281085e-7, 1.4819816651853801e-7, 9.561035774780647e-8]
loss: 1.5905293515458008e-6
pde_losses: [6.825196342026679e-11, 2.132333081809879e-11]
bcs_losses: [7.303107918706044e-7, 4.934997331058731e-8, 4.013043646325316e-7, 1.6563577060947446e-7, 1.4799346195878732e-7, 9.584541386957761e-8]
loss: 1.590445756038604e-6
pde_losses: [3.034852709650983e-11, 2.078381638658259e-11]
bcs_losses: [7.301389815517995e-7, 4.927383182087885e-8, 4.0159986728029574e-7, 1.6569132818424544e-7, 1.478358420759369e-7, 9.585477278196458e-8]
loss: 1.590446326621261e-6
pde_losses: [7.937263717706159e-11, 1.5514874321486235e-11]
bcs_losses: [7.301592584881438e-7, 4.918725096101007e-8, 4.0160566966917447e-7, 1.6569842461260544e-7, 1.477171755130354e-7, 9.59836598657929e-8]
loss: 1.590370824439655e-6
pde_losses: [6.23015112425939e-11, 3.437290440960504e-11]
bcs_losses: [7.300746013457205e-7, 4.900826965670522e-8, 4.015633718074062e-7, 1.6571619586166538e-7, 1.4765257289161768e-7, 9.625913846088779e-8]
loss: 1.5902378410052334e-6
pde_losses: [1.3407280143390048e-10, 9.48855425540282e-11]
bcs_losses: [7.301054735645983e-7, 4.901750442923225e-8, 4.013956512144536e-7, 1.6576098296857708e-7, 1.4748089847343117e-7, 9.624837201095317e-8]
loss: 1.5900038819046816e-6
pde_losses: [1.5541791330064013e-10, 4.442140532060003e-11]
bcs_losses: [7.296455646733397e-7, 4.865987322360519e-8, 4.0099922099291074e-7, 1.6566653090060975e-7, 1.4741109084290523e-7, 9.742176195268996e-8]
loss: 1.5897364684978474e-6
pde_losses: [1.6157376492425521e-10, 1.0605362282632604e-10]
bcs_losses: [7.295361731921635e-7, 4.897366221600073e-8, 4.0101527117552076e-7, 1.6548323614091265e-7, 1.4743817846126623e-7, 9.702231992423289e-8]
loss: 1.5893891707495292e-6
pde_losses: [2.0301712147948535e-10, 1.9331933905921318e-10]
bcs_losses: [7.293218558016639e-7, 4.889286101004872e-8, 4.010052525542025e-7, 1.650416380455626e-7, 1.4726909619211408e-7, 9.746213068539872e-8]
loss: 1.588930534981196e-6
pde_losses: [1.996924144989425e-10, 1.8398542058275732e-10]
bcs_losses: [7.298510465078971e-7, 4.9034178661937135e-8, 4.010803125737682e-7, 1.65314193855677e-7, 1.4708297891265004e-7, 9.61841466341846e-8]
loss: 1.5880879131138484e-6
pde_losses: [5.202018003776715e-10, 2.65492613855343e-10]
bcs_losses: [7.294523267663037e-7, 4.9244050851208724e-8, 4.000599218467805e-7, 1.6443243800253956e-7, 1.4694058797496174e-7, 9.717289325782078e-8]
loss: 1.587049123035794e-6
pde_losses: [6.573497343016208e-10, 3.451473314996716e-10]
bcs_losses: [7.299378461791431e-7, 5.1387994915785395e-8, 3.9975182963475615e-7, 1.6249772315371356e-7, 1.4628056959511713e-7, 9.619066249147717e-8]
loss: 1.583824195509251e-6
pde_losses: [1.680487983845667e-9, 5.733721247801697e-10]
bcs_losses: [7.297487848363144e-7, 5.082169641137898e-8, 3.988705117806937e-7, 1.621015310499159e-7, 1.4515321699791603e-7, 9.4874594324406e-8]
loss: 1.5805000945456327e-6
pde_losses: [2.024917074051214e-9, 1.1250232951885794e-9]
bcs_losses: [7.272835003298433e-7, 5.047633751116003e-8, 4.0087060862419075e-7, 1.6031541489320253e-7, 1.435497297375154e-7, 9.485456308048077e-8]
loss: 1.5773121352326376e-6
pde_losses: [3.155908269179699e-9, 1.450179684267117e-9]
bcs_losses: [7.227946480789733e-7, 4.885147058423294e-8, 4.0464141911445243e-7, 1.5836103983380622e-7, 1.4253241492524356e-7, 9.552505474248244e-8]
loss: 1.57530836154067e-6
pde_losses: [3.5416243665419833e-9, 1.6665651458812604e-9]
bcs_losses: [7.213644744704368e-7, 4.9703652483113296e-8, 4.0478937485652476e-7, 1.5757526070206074e-7, 1.4233997379267762e-7, 9.432743572343332e-8]
loss: 1.5734736872853571e-6
pde_losses: [3.0720949859705224e-9, 9.765835602824366e-10]
bcs_losses: [7.197005670933131e-7, 4.8580497778054725e-8, 4.0661387654084826e-7, 1.583131359367832e-7, 1.4294219505598716e-7, 9.32747363341178e-8]
loss: 1.5719866129331674e-6
pde_losses: [3.724654582741992e-9, 1.0455872576925165e-9]
bcs_losses: [7.195147220971438e-7, 4.858644138790841e-8, 4.0539820650886867e-7, 1.5801270006667806e-7, 1.4221244832219684e-7, 9.349185270993711e-8]
loss: 1.5713176322229443e-6
pde_losses: [4.029759232613538e-9, 1.334940408581263e-9]
bcs_losses: [7.194194949871624e-7, 4.905963081203836e-8, 4.05185564382618e-7, 1.5753377616227345e-7, 1.414606254975631e-7, 9.329384074009405e-8]
loss: 1.5696728725162166e-6
pde_losses: [3.2135182417838364e-9, 1.2363179143578575e-9]
bcs_losses: [7.208362090352477e-7, 5.029254060638921e-8, 4.0357641937576795e-7, 1.5814155032517322e-7, 1.40327334352744e-7, 9.204898266475309e-8]
loss: 1.5691409931810703e-6
pde_losses: [3.7144435552284227e-9, 1.2051425739273434e-9]
bcs_losses: [7.195345838388542e-7, 5.057814355260642e-8, 4.0329741675733074e-7, 1.5847040489884923e-7, 1.4073893126908433e-7, 9.160192673518937e-8]
loss: 1.5682490986824653e-6
pde_losses: [4.027026383928765e-9, 1.2951624558593093e-9]
bcs_losses: [7.184730445044787e-7, 5.096595924119498e-8, 4.045176685118592e-7, 1.5768850124397264e-7, 1.402056735072876e-7, 9.107606283388423e-8]
loss: 1.567962338673798e-6
pde_losses: [3.744380903292144e-9, 1.2335318735630172e-9]
bcs_losses: [7.185409859161458e-7, 5.088864116733462e-8, 4.0466431897328254e-7, 1.5783595160550893e-7, 1.3962296286059117e-7, 9.143156537407993e-8]
loss: 1.5674306703539023e-6
pde_losses: [3.652819350989895e-9, 1.3947667539163523e-9]
bcs_losses: [7.176837190763264e-7, 5.187278038520441e-8, 4.0540879948435055e-7, 1.5804124393848997e-7, 1.3954902007302165e-7, 8.982752129160296e-8]
loss: 1.5670250081036282e-6
pde_losses: [3.4874173923025086e-9, 1.235402532664004e-9]
bcs_losses: [7.17514929579078e-7, 5.231636013407829e-8, 4.057522594084345e-7, 1.5800449860233706e-7, 1.3999158830328921e-7, 8.872255215144479e-8]
loss: 1.566570997202969e-6
pde_losses: [3.263423081872309e-9, 1.5244231598886187e-9]
bcs_losses: [7.167397191597875e-7, 5.171973127397813e-8, 4.059690207660361e-7, 1.5832806458428074e-7, 1.405496706895046e-7, 8.847694448762101e-8]
loss: 1.566353495625885e-6
pde_losses: [2.860831195664668e-9, 1.6464636958526627e-9]
bcs_losses: [7.161994478584501e-7, 5.15149384988167e-8, 4.0700047922368327e-7, 1.582918616039283e-7, 1.4089662995868743e-7, 8.794284359080211e-8]
loss: 1.5661916350149971e-6
pde_losses: [3.077694899356768e-9, 1.6087421955262688e-9]
bcs_losses: [7.156400038442287e-7, 5.2016097340156125e-8, 4.075739985818556e-7, 1.5742228244079648e-7, 1.4084973378485282e-7, 8.800308192822444e-8]
loss: 1.5660774430137333e-6
pde_losses: [3.0781998159713467e-9, 1.4219202091481523e-9]
bcs_losses: [7.157761266396035e-7, 5.205443736702616e-8, 4.08173671015429e-7, 1.5735273171582005e-7, 1.4049966869532626e-7, 8.772068755540895e-8]
loss: 1.5660297421973811e-6
pde_losses: [2.8786221592175647e-9, 1.4298636041972941e-9]
bcs_losses: [7.161801847898971e-7, 5.191835422893448e-8, 4.0805829527522644e-7, 1.574671543036668e-7, 1.4057340344351662e-7, 8.75238643927248e-8]
loss: 1.5658356485293912e-6
pde_losses: [2.846643367574898e-9, 1.3529174007943448e-9]
bcs_losses: [7.161413974392715e-7, 5.198235225355012e-8, 4.0848580915587086e-7, 1.573825808627311e-7, 1.4043039066362888e-7, 8.721355738596955e-8]
loss: 1.5657334889105753e-6
pde_losses: [2.9844918140982956e-9, 1.2793193033144044e-9]
bcs_losses: [7.157806747767739e-7, 5.2194415326993894e-8, 4.087596947746814e-7, 1.5749281667910156e-7, 1.4047856810332618e-7, 8.67635081322858e-8]
loss: 1.565711236245977e-6
pde_losses: [2.938728591698942e-9, 1.322638228837475e-9]
bcs_losses: [7.153830105397234e-7, 5.224670753628839e-8, 4.0925639856386905e-7, 1.5772667983129496e-7, 1.406614570710026e-7, 8.617561588326236e-8]
loss: 1.5656430640788571e-6
pde_losses: [2.8230527037886594e-9, 1.36579187000572e-9]
bcs_losses: [7.154271046578676e-7, 5.1965765693237464e-8, 4.093742189071233e-7, 1.578547910393874e-7, 1.4073731066056903e-7, 8.609502854687784e-8]
loss: 1.5655610782324467e-6
pde_losses: [2.6802220764560326e-9, 1.2823893871713973e-9]
bcs_losses: [7.15443726457776e-7, 5.17323031242523e-8, 4.093818708180262e-7, 1.5796091188205928e-7, 1.4096793109494258e-7, 8.611172339176311e-8]
loss: 1.5655323900561194e-6
pde_losses: [2.783004387251765e-9, 1.2193580674621242e-9]
bcs_losses: [7.152533599513617e-7, 5.171603529460519e-8, 4.0944935846766526e-7, 1.5806366818554912e-7, 1.411206157972605e-7, 8.592698990496377e-8]
loss: 1.565530878018703e-6
pde_losses: [2.8347876784240235e-9, 1.2510850770058604e-9]
bcs_losses: [7.149578642198054e-7, 5.1785537643752696e-8, 4.09548196915118e-7, 1.5814807449966055e-7, 1.4124688162421896e-7, 8.575845036071729e-8]
loss: 1.5655305778603472e-6
pde_losses: [2.901058289709426e-9, 1.235631411571112e-9]
bcs_losses: [7.146312016798445e-7, 5.1916842141677414e-8, 4.098425139163887e-7, 1.5828147117539697e-7, 1.4132732297715463e-7, 8.539453626860446e-8]
loss: 1.5655192311706548e-6
pde_losses: [2.6881816203096128e-9, 1.1887603497610956e-9]
bcs_losses: [7.145583006185753e-7, 5.158368990072739e-8, 4.098468404350787e-7, 1.5866184697175934e-7, 1.417292225508169e-7, 8.526238872362644e-8]
loss: 1.5653354096451777e-6
pde_losses: [2.4206440776132944e-9, 1.1234344425311576e-9]
bcs_losses: [7.145432187334797e-7, 5.1422926386328994e-8, 4.09547460697064e-7, 1.589730053081376e-7, 1.421286423216935e-7, 8.517607767832962e-8]
loss: 1.5653301674904513e-6
pde_losses: [2.3996999221437014e-9, 1.1397480077137451e-9]
bcs_losses: [7.145419042826407e-7, 5.14244988235035e-8, 4.0954756629638574e-7, 1.5897190560182165e-7, 1.4213076684463205e-7, 8.517407771161019e-8]
loss: 1.5652301232418935e-6
pde_losses: [2.502487693960861e-9, 1.038079778719421e-9]
bcs_losses: [7.143396790287752e-7, 5.179870862244126e-8, 4.0949887921994996e-7, 1.5873172084105825e-7, 1.4255927988108503e-7, 8.476128817590324e-8]
loss: 1.5651403383051805e-6
pde_losses: [2.5434476106857764e-9, 9.484487813273855e-10]
bcs_losses: [7.138669148862002e-7, 5.195480587922024e-8, 4.099988642757708e-7, 1.58782013252048e-7, 1.4280320718528242e-7, 8.424263643464585e-8]
loss: 1.5651189384486688e-6
pde_losses: [2.6873761232368694e-9, 9.830248900545201e-10]
bcs_losses: [7.137834726048491e-7, 5.192528932744251e-8, 4.0996737090057326e-7, 1.5877715217238157e-7, 1.4269742441978498e-7, 8.429782801034611e-8]
loss: 1.56508494936011e-6
pde_losses: [2.723865762321896e-9, 9.395266808928435e-10]
bcs_losses: [7.138981946178506e-7, 5.177225263191349e-8, 4.098511229753416e-7, 1.5887488848400793e-7, 1.4267826781772277e-7, 8.434683039005875e-8]
loss: 1.5650848434117516e-6
pde_losses: [2.7431499665996554e-9, 9.011015727723939e-10]
bcs_losses: [7.140193168526148e-7, 5.167503825728381e-8, 4.0973066891256534e-7, 1.5893839520409295e-7, 1.4267501619276946e-7, 8.440215645305327e-8]
loss: 1.5650706944839138e-6
pde_losses: [2.7632268353995545e-9, 8.40884912367394e-10]
bcs_losses: [7.142151669423056e-7, 5.1667976770036424e-8, 4.0939767038956625e-7, 1.5892042119156242e-7, 1.42696187143039e-7, 8.456916029963722e-8]
loss: 1.5650706534358357e-6
pde_losses: [2.9338967841962088e-9, 8.088465360676254e-10]
bcs_losses: [7.143152569478114e-7, 5.1733785175763254e-8, 4.0917978276800633e-7, 1.5896144800112655e-7, 1.4254936182627127e-7, 8.458827539659308e-8]
loss: 1.564870178012518e-6
pde_losses: [2.7274794335085928e-9, 8.232523395171908e-10]
bcs_losses: [7.143022131673306e-7, 5.187222200484129e-8, 4.091187303883873e-7, 1.5910887217373782e-7, 1.4252867810707194e-7, 8.438873039812326e-8]
loss: 1.5648709275434313e-6
pde_losses: [2.7176595943389986e-9, 8.356846847230745e-10]
bcs_losses: [7.142963233330829e-7, 5.187631379255692e-8, 4.0912391800626145e-7, 1.591092669905157e-7, 1.4252933958824697e-7, 8.438242155370546e-8]
loss: 1.5648340633363467e-6
pde_losses: [2.861493847090067e-9, 7.291228096779173e-10]
bcs_losses: [7.139169266377918e-7, 5.216033208473303e-8, 4.094208300050364e-7, 1.5916457620286363e-7, 1.4260541714077823e-7, 8.397536460837543e-8]
loss: 1.564589446672526e-6
pde_losses: [2.9565407640460397e-9, 6.848264127494806e-10]
bcs_losses: [7.137669880644127e-7, 5.25107644828546e-8, 4.09523570398883e-7, 1.5879746720645323e-7, 1.425982469446983e-7, 8.375104239842859e-8]
loss: 1.5645892248228784e-6
pde_losses: [3.056807434451275e-9, 7.467078281101923e-10]
bcs_losses: [7.138982387610121e-7, 5.250258066393554e-8, 4.094824509620509e-7, 1.5872437726902037e-7, 1.423089584864931e-7, 8.386910341780505e-8]
loss: 1.5645276936397204e-6
pde_losses: [3.06550171004537e-9, 8.61022331419246e-10]
bcs_losses: [7.137846172424892e-7, 5.2246711162134363e-8, 4.098014085044776e-7, 1.5874024596832814e-7, 1.418233579441005e-7, 8.420482877672613e-8]
loss: 1.564226379006075e-6
pde_losses: [3.249140741868725e-9, 9.840662344165847e-10]
bcs_losses: [7.135415869001592e-7, 5.2099916497517014e-8, 4.09757701690675e-7, 1.5859552554229942e-7, 1.4133491703245172e-7, 8.46635243666872e-8]
loss: 1.5640570236675251e-6
pde_losses: [2.9692664482136846e-9, 9.470131314366139e-10]
bcs_losses: [7.133515201447888e-7, 5.1947353392500045e-8, 4.0989036947829207e-7, 1.5868538017232996e-7, 1.4169846208852732e-7, 8.456765881143681e-8]
loss: 1.5640205389730324e-6
pde_losses: [3.077994541536092e-9, 9.558602881445231e-10]
bcs_losses: [7.13351815778893e-7, 5.2243099547495814e-8, 4.100038455825967e-7, 1.583342172163954e-7, 1.4155935076891213e-7, 8.449435524905856e-8]
loss: 1.564021458071241e-6
pde_losses: [3.2016222532211073e-9, 9.33636893557841e-10]
bcs_losses: [7.132813735030792e-7, 5.212165018648316e-8, 4.0995294735517424e-7, 1.5845916252572718e-7, 1.415539540955386e-7, 8.451711125845945e-8]
loss: 1.563882018119654e-6
pde_losses: [3.1249320596042213e-9, 1.0251803366245806e-9]
bcs_losses: [7.129628319941686e-7, 5.179035739231498e-8, 4.100018515936431e-7, 1.587864661796921e-7, 1.416431713195019e-7, 8.454722724410454e-8]
loss: 1.5638525526285796e-6
pde_losses: [3.107632989033479e-9, 1.0130165830514516e-9]
bcs_losses: [7.129628314430672e-7, 5.179036129288929e-8, 4.100018541886338e-7, 1.5878646448793052e-7, 1.4164316517995496e-7, 8.454722646401891e-8]
loss: 1.563823844882265e-6
pde_losses: [3.191308489554607e-9, 9.799421236925266e-10]
bcs_losses: [7.129696280803146e-7, 5.1933717995180816e-8, 4.100568973573104e-7, 1.58693343353184e-7, 1.4146342332173909e-7, 8.453558416128877e-8]
loss: 1.5637951571576645e-6
pde_losses: [3.1362109226153667e-9, 9.64500016371615e-10]
bcs_losses: [7.130330029021916e-7, 5.20568971962885e-8, 4.100006793232489e-7, 1.5868377284878275e-7, 1.4144790113145114e-7, 8.447219281671457e-8]
loss: 1.5637847238469598e-6
pde_losses: [3.129006988370576e-9, 9.612346989868647e-10]
bcs_losses: [7.130330821571794e-7, 5.205705714832663e-8, 4.1000058342524573e-7, 1.5868374610915404e-7, 1.414479157219022e-7, 8.447209759779428e-8]
loss: 1.5637146142329347e-6
pde_losses: [3.0456484928074533e-9, 9.52640466611608e-10]
bcs_losses: [7.130771639457369e-7, 5.2145450487023536e-8, 4.099482834356055e-7, 1.5866979192165238e-7, 1.4145751316884498e-7, 8.441812231465241e-8]
loss: 1.5637022665625914e-6
pde_losses: [3.0469148449930274e-9, 9.390055864493794e-10]
bcs_losses: [7.130771563081489e-7, 5.214560563899483e-8, 4.0994823985835244e-7, 1.5866976698721547e-7, 1.4145759704365408e-7, 8.441798029478338e-8]
loss: 1.5637032812556908e-6
pde_losses: [3.041082881998103e-9, 9.45852245319695e-10]
bcs_losses: [7.130771563071315e-7, 5.214560563886852e-8, 4.099482398583244e-7, 1.5866976698514538e-7, 1.4145759704366615e-7, 8.441798029523711e-8]
loss: 1.5636963484522619e-6
pde_losses: [3.0305274917590745e-9, 9.494748405575432e-10]
bcs_losses: [7.130771562968951e-7, 5.214560563947088e-8, 4.0994823985804793e-7, 1.5866976698623638e-7, 1.4145759704450291e-7, 8.441798029479193e-8]
loss: 1.563693679119855e-6
pde_losses: [3.0461342554525213e-9, 9.311987401903832e-10]
bcs_losses: [7.130771563019521e-7, 5.2145605639697327e-8, 4.099482398604208e-7, 1.5866976698480458e-7, 1.414575970428403e-7, 8.441798029449681e-8]
loss: 1.5636701858868108e-6
pde_losses: [3.0517951660015e-9, 9.337959837438582e-10]
bcs_losses: [7.131405162312911e-7, 5.2476615095276966e-8, 4.0978339233595384e-7, 1.5855456170195203e-7, 1.4157054144635224e-7, 8.41589679262392e-8]
loss: 1.5636664217468715e-6
pde_losses: [3.008139240266847e-9, 9.76245034823264e-10]
bcs_losses: [7.1318414308987e-7, 5.242960212276151e-8, 4.097221904513131e-7, 1.586046999604797e-7, 1.4156125528947322e-7, 8.418014655788384e-8]
loss: 1.56366794908327e-6
pde_losses: [2.9035566756008628e-9, 1.0750968229832778e-9]
bcs_losses: [7.132273527476081e-7, 5.231102414193033e-8, 4.0967325239487827e-7, 1.587160487522751e-7, 1.4156138804026126e-7, 8.420022950773287e-8]
loss: 1.563655982450726e-6
pde_losses: [2.9280216131125044e-9, 1.0386652584698092e-9]
bcs_losses: [7.132273527387657e-7, 5.2311024139390785e-8, 4.0967325239601975e-7, 1.5871604875226904e-7, 1.4156138804366768e-7, 8.420022950903093e-8]
loss: 1.5636418566438883e-6
pde_losses: [2.9063883857323163e-9, 1.046172686678241e-9]
bcs_losses: [7.132273527411783e-7, 5.231102413818975e-8, 4.096732523892438e-7, 1.5871604875128613e-7, 1.4156138804174825e-7, 8.420022950983144e-8]
loss: 1.5636212255309372e-6
pde_losses: [2.8785017720439047e-9, 1.0534281858909687e-9]
bcs_losses: [7.132273527356909e-7, 5.2311024138070287e-8, 4.096732523907178e-7, 1.5871604875650598e-7, 1.4156138804319983e-7, 8.420022950881736e-8]
loss: 1.563621649289977e-6
pde_losses: [2.8921410314461588e-9, 1.0402126420926113e-9]
bcs_losses: [7.132273531542877e-7, 5.231102388627519e-8, 4.096732522203578e-7, 1.5871604870831263e-7, 1.415613878627891e-7, 8.420022978441562e-8]
loss: 1.5635620914389771e-6
pde_losses: [2.6548101799799556e-9, 1.1351505276683338e-9]
bcs_losses: [7.1377108626018e-7, 5.209435780561142e-8, 4.0946282264609877e-7, 1.5860516164599736e-7, 1.4133731780705162e-7, 8.450138456638972e-8]
loss: 1.5635595327096104e-6
pde_losses: [2.6329473331887324e-9, 1.1544569727014212e-9]
bcs_losses: [7.137710883322039e-7, 5.209435828227135e-8, 4.094628190589767e-7, 1.586051603452892e-7, 1.4133731735243133e-7, 8.450138503254799e-8]
loss: 1.5634680665943018e-6
pde_losses: [2.897159765549575e-9, 1.0259838122628223e-9]
bcs_losses: [7.139718191456258e-7, 5.2080008093455855e-8, 4.09049628564151e-7, 1.5846813541547702e-7, 1.4132793385506708e-7, 8.464739794271233e-8]
loss: 1.563446986088869e-6
pde_losses: [2.8633985978184896e-9, 1.0295685086514309e-9]
bcs_losses: [7.139406455057627e-7, 5.211397583708333e-8, 4.0899908505779077e-7, 1.5849805192577876e-7, 1.4141348958142194e-7, 8.458877107456145e-8]
loss: 1.5634474247262651e-6
pde_losses: [2.9051901808420433e-9, 9.882165772066872e-10]
bcs_losses: [7.139406210087735e-7, 5.211399306419891e-8, 4.0899909126141333e-7, 1.584980495884519e-7, 1.4141351070287593e-7, 8.458875234250299e-8]
loss: 1.5634201844906e-6
pde_losses: [2.882555459759366e-9, 9.83611113866048e-10]
bcs_losses: [7.139406199026766e-7, 5.2113993784903756e-8, 4.08999091527937e-7, 1.5849804950616657e-7, 1.4141351166587814e-7, 8.458875152941231e-8]
loss: 1.563414691490393e-6
pde_losses: [2.86384274036066e-9, 9.968493967315531e-10]
bcs_losses: [7.139391005051976e-7, 5.211475605672875e-8, 4.089995727604137e-7, 1.5849811406006404e-7, 1.4141478286395548e-7, 8.458767310694128e-8]
loss: 1.563400109670192e-6
pde_losses: [2.861975334539396e-9, 9.868066910606155e-10]
bcs_losses: [7.137583950705024e-7, 5.221381042969781e-8, 4.09067063258672e-7, 1.5848694787463661e-7, 1.4155727637190842e-7, 8.446783463917444e-8]
loss: 1.5633832656423132e-6
pde_losses: [2.8599220635651185e-9, 9.708267195782633e-10]
bcs_losses: [7.137486612208249e-7, 5.2219804341745234e-8, 4.0907053732455855e-7, 1.5848705477444558e-7, 1.4156747578969249e-7, 8.445898340790312e-8]
loss: 1.5633540390527824e-6
pde_losses: [2.88088960162227e-9, 9.165719323364083e-10]
bcs_losses: [7.136073721585273e-7, 5.2301963469244353e-8, 4.0907211128319803e-7, 1.5850265540642313e-7, 1.417351249028311e-7, 8.433735029859995e-8]
loss: 1.5633377647684928e-6
pde_losses: [2.8715921245114777e-9, 9.095951246161109e-10]
bcs_losses: [7.136073721570741e-7, 5.2301963468783846e-8, 4.090721112843898e-7, 1.5850265540761543e-7, 1.4173512490310626e-7, 8.433735029839575e-8]
loss: 1.5633367202795216e-6
pde_losses: [2.8715921248289236e-9, 9.085506357978733e-10]
bcs_losses: [7.136073721570741e-7, 5.2301963468783846e-8, 4.090721112843898e-7, 1.5850265540699601e-7, 1.4173512490310626e-7, 8.433735029854474e-8]
loss: 1.5633362553359833e-6
pde_losses: [2.8715921243921586e-9, 9.080856931903051e-10]
bcs_losses: [7.136073721570741e-7, 5.2301963468783846e-8, 4.090721112843898e-7, 1.5850265540649002e-7, 1.4173512490310626e-7, 8.433735029855666e-8]
loss: 1.5633259287900378e-6
pde_losses: [2.8288675526636146e-9, 9.404843500833728e-10]
bcs_losses: [7.136073677042793e-7, 5.2301968276917964e-8, 4.0907211238593625e-7, 1.5850265451998293e-7, 1.4173512948192772e-7, 8.433734451824657e-8]
loss: 1.5633118385913244e-6
pde_losses: [2.847437295433076e-9, 9.171142612558727e-10]
bcs_losses: [7.134691231030472e-7, 5.2434347701371146e-8, 4.0910611205945755e-7, 1.5848369064362632e-7, 1.4189107036264916e-7, 8.416294316448415e-8]
loss: 1.5633022754814817e-6
pde_losses: [2.8617158662983456e-9, 8.932725868529415e-10]
bcs_losses: [7.134691230887729e-7, 5.243434772170892e-8, 4.091061120657219e-7, 1.5848369063798378e-7, 1.4189107037593368e-7, 8.41629431382094e-8]
loss: 1.5633029095501824e-6
pde_losses: [2.8704621903066037e-9, 8.85160331869738e-10]
bcs_losses: [7.134691230888357e-7, 5.2434347721386674e-8, 4.0910611206558594e-7, 1.584836906379662e-7, 1.4189107037521773e-7, 8.416294313901382e-8]
loss: 1.5633028934988293e-6
pde_losses: [2.859723172572908e-9, 8.958833054796221e-10]
bcs_losses: [7.134691230773228e-7, 5.243434772189245e-8, 4.0910611206531695e-7, 1.5848369063626846e-7, 1.4189107038107234e-7, 8.416294313890385e-8]
loss: 1.5632782391504164e-6
pde_losses: [2.8105743741098655e-9, 9.203777986974888e-10]
bcs_losses: [7.134691227215832e-7, 5.2434348092300614e-8, 4.0910611221588304e-7, 1.5848369060183943e-7, 1.4189107068124443e-7, 8.41629426647584e-8]
loss: 1.5632796403413701e-6
pde_losses: [2.830460910427269e-9, 9.018924557225769e-10]
bcs_losses: [7.134691227231821e-7, 5.2434348092209545e-8, 4.0910611221556345e-7, 1.5848369059989673e-7, 1.4189107068017974e-7, 8.416294266418864e-8]
loss: 1.5632796403413701e-6
pde_losses: [2.830460910427269e-9, 9.018924557225769e-10]
bcs_losses: [7.134691227231821e-7, 5.2434348092209545e-8, 4.0910611221556345e-7, 1.5848369059989673e-7, 1.4189107068017974e-7, 8.416294266418864e-8]
loss: 1.5632799201362022e-6
pde_losses: [2.7922920471271284e-9, 9.40341109986057e-10]
bcs_losses: [7.134691227050381e-7, 5.243434812666266e-8, 4.0910611222780715e-7, 1.5848369059522235e-7, 1.4189107069911953e-7, 8.416294262523942e-8]
loss: 1.5632696502566865e-6
pde_losses: [2.801939188758123e-9, 9.204240934852036e-10]
bcs_losses: [7.13469122705313e-7, 5.2434348137819245e-8, 4.0910611222592144e-7, 1.584836905912981e-7, 1.4189107069928152e-7, 8.41629426148096e-8]
loss: 1.5632527274349057e-6
pde_losses: [2.7897292905399434e-9, 9.157111682034733e-10]
bcs_losses: [7.134691227053503e-7, 5.2434348137394213e-8, 4.091061122259487e-7, 1.5848369059258517e-7, 1.4189107069904192e-7, 8.416294261584215e-8]
loss: 1.5632534700322026e-6
pde_losses: [2.7859034132701975e-9, 9.202796434075798e-10]
bcs_losses: [7.134691227048797e-7, 5.243434813769979e-8, 4.091061122257182e-7, 1.5848369059255952e-7, 1.4189107069923925e-7, 8.416294261542841e-8]
loss: 1.5632534695071083e-6
pde_losses: [2.7859034132701975e-9, 9.202791183132751e-10]
bcs_losses: [7.134691227048797e-7, 5.243434813769979e-8, 4.091061122257182e-7, 1.5848369059255952e-7, 1.4189107069923925e-7, 8.416294261542841e-8]
loss: 1.5632534695071083e-6
pde_losses: [2.7859034132701975e-9, 9.202791183132751e-10]
bcs_losses: [7.134691227048797e-7, 5.243434813769979e-8, 4.091061122257182e-7, 1.5848369059255952e-7, 1.4189107069923925e-7, 8.416294261542841e-8]
loss: 1.5632534695071083e-6
pde_losses: [2.7859034132701975e-9, 9.202791183132751e-10]
bcs_losses: [7.134691227048797e-7, 5.243434813769979e-8, 4.091061122257182e-7, 1.5848369059255952e-7, 1.4189107069923925e-7, 8.416294261542841e-8]

linear_parabolic_sol_u1 linear_parabolic_sol_u2