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ParamThakkar123ParamThakkar123
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Changed number of iterations
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‎benchmarks/PINNErrorsVsTime/allen_cahn_et.jmd‎

Lines changed: 5 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -141,13 +141,13 @@ end
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```
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```julia
144-
maxIters = [(1,1,1,1,1,1,1100),(1,1,1,1,1100,1100,1100)] #iters for ADAM/LBFGS
144+
maxIters = [(1,1,1,1,1,1,1000),(1,1,1,1,300,300,300)] #iters for ADAM/LBFGS
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# maxIters = [(1,1,1,1,1,1,10),(1,1,1,3,3,3,3)] #iters for ADAM/LBFGS
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147-
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
148-
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 100, batch = 0),
149-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
150-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
147+
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
148+
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100, batch = 0),
149+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
150+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
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NeuralPDE.GridTraining(0.2),
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NeuralPDE.StochasticTraining(400 ; bcs_points= 50),
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NeuralPDE.QuasiRandomTraining(400 ; bcs_points= 50)]

‎benchmarks/PINNErrorsVsTime/diffusion_et.jmd‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -106,9 +106,9 @@ maxIters = [(5000,5000,5000,5000,5000,5000),(300,300,300,300,300,300)] #iters fo
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# maxIters = [(5,5,5,5,5,5),(3,3,3,3,3,3)] #iters for ADAM/LBFGS
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strategies = [#NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-3, maxiters = 10, batch = 10),
109-
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol=1e-5, maxiters=100, batch = 0),
110-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol=1e-5, maxiters=100),
111-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol=1e-5, maxiters=100),
109+
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol=1e-5, maxiters=1100, batch = 0),
110+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol=1e-5, maxiters=1100),
111+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol=1e-5, maxiters=1100),
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NeuralPDE.GridTraining([0.2,0.1]),
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NeuralPDE.StochasticTraining(400 ; bcs_points= 50),
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NeuralPDE.QuasiRandomTraining(400 ; bcs_points= 50)]

‎benchmarks/PINNErrorsVsTime/hamilton_jacobi_et.jmd‎

Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -147,10 +147,10 @@ end
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maxIters = [(1,1,1,1000,1000,1000,1000),(1,1,1,300,300,300,300)] #iters for ADAM/LBFGS
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# maxIters = [(1,1,1,1,1,2,2),(1,1,1,3,3,3,3)] #iters for ADAM/LBFGS
149149

150-
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
151-
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 100, batch = 0),
152-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
153-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
150+
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
151+
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100, batch = 0),
152+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
153+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
154154
NeuralPDE.GridTraining(0.2),
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NeuralPDE.StochasticTraining(400 ; bcs_points= 50),
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NeuralPDE.QuasiRandomTraining(400 ; bcs_points= 50)]

‎benchmarks/PINNErrorsVsTime/level_set_et.jmd‎

Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -144,10 +144,10 @@ end
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maxIters = [(1,1,1,1000,1000,1000,1000),(1,1,1,500,500,500,500)] #iters for ADAM/LBFGS
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# maxIters = [(1,1,1,2,2,2,2),(1,1,1,2,2,2,2)] #iters for ADAM/LBFGS
146146

147-
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
148-
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 100, batch = 0),
149-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
150-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 100),
147+
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
148+
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100, batch = 0),
149+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
150+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
151151
NeuralPDE.GridTraining(0.1),
152152
NeuralPDE.StochasticTraining(400 ; bcs_points= 50),
153153
NeuralPDE.QuasiRandomTraining(400 ; bcs_points= 50)]

‎benchmarks/PINNErrorsVsTime/nernst_planck_et.jmd‎

Lines changed: 4 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -148,10 +148,10 @@ end
148148
maxIters = [(1,1,1,1000,1000,1000,1000),(1,1,1,300,300,300,300)] #iters for ADAM/LBFGS
149149
# maxIters = [(1,1,1,10,10,10,10),(1,1,1,3,3,3,3)] #iters for ADAM/LBFGS
150150

151-
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 50),
152-
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 50, batch = 0),
153-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 50),
154-
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 50),
151+
strategies = [NeuralPDE.QuadratureTraining(quadrature_alg = CubaCuhre(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
152+
NeuralPDE.QuadratureTraining(quadrature_alg = HCubatureJL(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100, batch = 0),
153+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLh(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
154+
NeuralPDE.QuadratureTraining(quadrature_alg = CubatureJLp(), reltol = 1e-4, abstol = 1e-4, maxiters = 1100),
155155
NeuralPDE.GridTraining(0.2),
156156
NeuralPDE.StochasticTraining(400 ; bcs_points= 50),
157157
NeuralPDE.QuasiRandomTraining(400 ; bcs_points= 50)]

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