""" Validation holdout set for heuristic testing. 300 problems (250 2D + 50 3D) randomly sampled for validation. """ from grouped_conv_utils import GroupedConvProblem VALIDATION_PROBLEMS = [ GroupedConvProblem( N=4, C=256, K=256, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=1024, K=256, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=64, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=3, X=3, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=64, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=64, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=1024, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=1024, K=64, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=64, G=8, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=128, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=3, X=3, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=512, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=256, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=64, G=2, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=512, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=1024, K=64, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=1024, K=512, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=64, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=32, K=32, G=2, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=64, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=128, C=128, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=512, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=64, G=64, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=128, G=4, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=512, G=8, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=128, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=1024, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=256, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=64, G=2, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=256, K=64, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=4, pad_w=4, dilation_d=1, dilation_h=4, dilation_w=4 ), GroupedConvProblem( N=4, C=64, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=256, G=1, Di=1, Hi=14, Wi=14, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=1, C=128, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=4, pad_w=4, dilation_d=1, dilation_h=4, dilation_w=4 ), GroupedConvProblem( N=16, C=128, K=512, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=256, G=8, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=128, K=128, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=128, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=1024, K=64, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=32, C=128, K=64, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=128, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=128, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=64, G=2, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=4, pad_w=4, dilation_d=1, dilation_h=4, dilation_w=4 ), GroupedConvProblem( N=32, C=128, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=512, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=512, K=128, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=512, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=64, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=512, K=64, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=6, pad_w=6, dilation_d=1, dilation_h=6, dilation_w=6 ), GroupedConvProblem( N=8, C=32, K=32, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=128, G=4, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=256, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=2, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=64, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=64, G=64, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=128, G=8, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=1024, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=4, C=256, K=512, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=1024, K=64, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=64, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=128, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=6, pad_w=6, dilation_d=1, dilation_h=6, dilation_w=6 ), GroupedConvProblem( N=16, C=256, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=256, K=512, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=64, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=512, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=512, G=8, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=128, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=512, G=8, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=256, G=8, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=64, G=4, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=2, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=128, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=64, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=512, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=512, K=128, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=512, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=256, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=512, K=512, G=8, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=256, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=1024, K=64, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=512, K=512, G=8, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=128, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=16, C=256, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=8, C=256, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=1024, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=6, pad_w=6, dilation_d=1, dilation_h=6, dilation_w=6 ), GroupedConvProblem( N=8, C=256, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=4, pad_w=4, dilation_d=1, dilation_h=4, dilation_w=4 ), GroupedConvProblem( N=16, C=64, K=64, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=64, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=128, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=16, K=16, G=2, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=128, G=128, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=64, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=512, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=256, G=4, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=64, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=32, K=32, G=4, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=64, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=1, X=1, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=128, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=128, K=256, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=1, X=1, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=32, K=32, G=2, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=128, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=32, K=32, G=2, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=256, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=64, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=512, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=512, G=1, Di=1, Hi=14, Wi=14, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=16, C=128, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=1024, K=256, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=32, K=32, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=128, K=512, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=4, pad_w=4, dilation_d=1, dilation_h=4, dilation_w=4 ), GroupedConvProblem( N=16, C=128, K=128, G=8, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=16, K=16, G=2, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=512, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=16, K=16, G=2, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=512, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=512, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=256, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=512, G=512, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=1024, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=256, G=8, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=512, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=1, X=1, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=16, C=256, K=256, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=512, K=64, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=256, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=512, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=64, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=64, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=64, G=64, Di=1, Hi=112, Wi=112, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=256, G=256, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=128, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=8, C=256, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=1024, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=256, G=4, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=512, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=256, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=512, K=64, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=1, C=128, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=4, C=128, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=64, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=32, K=32, G=2, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=64, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=1024, K=256, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=256, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=6, pad_w=6, dilation_d=1, dilation_h=6, dilation_w=6 ), GroupedConvProblem( N=32, C=512, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=64, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=256, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=512, K=256, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=128, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=7, X=7, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=3, pad_w=3, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=128, G=1, Di=1, Hi=14, Wi=14, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=6, pad_w=6, dilation_d=1, dilation_h=6, dilation_w=6 ), GroupedConvProblem( N=1, C=256, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=256, G=1, Di=1, Hi=14, Wi=14, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=16, C=128, K=512, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=512, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=16, C=64, K=128, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=64, G=8, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=128, G=1, Di=1, Hi=112, Wi=112, Z=1, Y=7, X=7, stride_d=1, stride_h=2, stride_w=2, pad_d=0, pad_h=3, pad_w=3, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=512, K=1024, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=128, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=128, G=2, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=128, K=256, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=512, K=1024, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=512, G=1, Di=1, Hi=14, Wi=14, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=2, pad_w=2, dilation_d=1, dilation_h=2, dilation_w=2 ), GroupedConvProblem( N=4, C=64, K=64, G=8, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=512, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=256, G=256, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=512, K=512, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=512, K=512, G=8, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=512, K=64, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=256, K=128, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=512, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=512, K=64, G=1, Di=1, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=64, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=1024, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=128, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=64, G=2, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=64, K=128, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=1024, K=512, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=64, G=2, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=256, K=1024, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=256, K=256, G=256, Di=1, Hi=16, Wi=16, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=64, G=4, Di=1, Hi=28, Wi=28, Z=1, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=256, K=256, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=1024, K=256, G=1, Di=1, Hi=16, Wi=16, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=32, C=256, K=512, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=1, Di=1, Hi=8, Wi=8, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=16, C=64, K=512, G=1, Di=1, Hi=32, Wi=32, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=256, G=1, Di=1, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=16, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=1, Di=16, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=128, G=1, Di=32, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=16, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=128, G=1, Di=32, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=8, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=64, K=128, G=1, Di=16, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=16, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=32, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=16, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=16, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=8, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=256, G=1, Di=16, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=128, G=1, Di=16, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=256, G=1, Di=32, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=1, Di=32, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=8, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=8, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=8, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=32, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=16, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=64, K=128, G=1, Di=8, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=16, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=16, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=16, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=128, G=1, Di=32, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=128, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=256, G=1, Di=8, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=16, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=1, Di=8, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=256, G=1, Di=32, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=128, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=128, G=1, Di=32, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=128, G=1, Di=8, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=128, K=128, G=1, Di=32, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=2, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=8, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=256, G=1, Di=16, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=128, G=1, Di=16, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=256, G=1, Di=32, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=8, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=2, C=128, K=256, G=1, Di=8, Hi=28, Wi=28, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=4, C=128, K=256, G=1, Di=32, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=1, C=64, K=128, G=1, Di=32, Hi=28, Wi=28, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=128, K=256, G=1, Di=32, Hi=56, Wi=56, Z=1, Y=1, X=1, stride_d=1, stride_h=1, stride_w=1, pad_d=0, pad_h=0, pad_w=0, dilation_d=1, dilation_h=1, dilation_w=1 ), GroupedConvProblem( N=8, C=64, K=128, G=1, Di=8, Hi=56, Wi=56, Z=3, Y=3, X=3, stride_d=1, stride_h=1, stride_w=1, pad_d=1, pad_h=1, pad_w=1, dilation_d=1, dilation_h=1, dilation_w=1 ), ]