gamodel-r50.zip

{ "nodes": [ { "op": "null", "name": "data", "inputs": [] }, { "op": "null", "name": "gender_resnet0_batchnorm0_gamma", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_batchnorm0_beta", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_batchnorm0_running_mean", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_batchnorm0_running_var", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "BatchNorm", "name": "gender_resnet0_batchnorm0_fwd", "attrs": { "axis": "1", "eps": "1e-05", "fix_gamma": "True", "momentum": "0.9", "use_global_stats": "False" }, "inputs": [[0, 0, 0], [1, 0, 0], [2, 0, 0], [3, 0, 1], [4, 0, 1]] }, { "op": "null", "name": "gender_resnet0_conv0_weight", "attrs": { "__dtype__": "0", "__lr_mult__": "1.0", "__shape__": "(64L, 0L, 3L, 3L)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "Convolution", "name": "gender_resnet0_conv0_fwd", "attrs": { "dilate": "(1, 1)", "kernel": "(3, 3)", "layout": "NCHW", "no_bias": "True", "num_filter": "64", "num_group": "1", "pad": "(1, 1)", "stride": "(1, 1)" }, "inputs": [[5, 0, 0], [6, 0, 0]] }, { "op": "null", "name": "gender_resnet0_batchnorm1_gamma", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_batchnorm1_beta", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_batchnorm1_running_mean", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_batchnorm1_running_var", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "BatchNorm", "name": "gender_resnet0_batchnorm1_fwd", "attrs": { "axis": "1", "eps": "1e-05", "fix_gamma": "False", "momentum": "0.9", "use_global_stats": "False" }, "inputs": [[7, 0, 0], [8, 0, 0], [9, 0, 0], [10, 0, 1], [11, 0, 1]] }, { "op": "Activation", "name": "gender_resnet0_relu0_fwd", "attrs": {"act_type": "relu"}, "inputs": [[12, 0, 0]] }, { "op": "null", "name": "gender_resnet0_stage1_conv2_weight", "attrs": { "__dtype__": "0", "__lr_mult__": "1.0", "__shape__": "(64L, 64L, 1L, 1L)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "Convolution", "name": "gender_resnet0_stage1_conv2_fwd", "attrs": { "dilate": "(1, 1)", "kernel": "(1, 1)", "layout": "NCHW", "no_bias": "True", "num_filter": "64", "num_group": "1", "pad": "(0, 0)", "stride": "(2, 2)" }, "inputs": [[13, 0, 0], [14, 0, 0]] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm2_gamma", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm2_beta", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm2_running_mean", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm2_running_var", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "BatchNorm", "name": "gender_resnet0_stage1_batchnorm2_fwd", "attrs": { "axis": "1", "eps": "1e-05", "fix_gamma": "False", "momentum": "0.9", "use_global_stats": "False" }, "inputs": [[15, 0, 0], [16, 0, 0], [17, 0, 0], [18, 0, 1], [19, 0, 1]] }, { "op": "null", "name": "gender_resnet0_stage1_conv0_weight", "attrs": { "__dtype__": "0", "__lr_mult__": "1.0", "__shape__": "(64L, 64L, 3L, 3L)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "Convolution", "name": "gender_resnet0_stage1_conv0_fwd", "attrs": { "dilate": "(1, 1)", "kernel": "(3, 3)", "layout": "NCHW", "no_bias": "True", "num_filter": "64", "num_group": "1", "pad": "(1, 1)", "stride": "(1, 1)" }, "inputs": [[13, 0, 0], [21, 0, 0]] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm0_gamma", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm0_beta", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm0_running_mean", "attrs": { "__dtype__": "0", "__init__": "zeros", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "null", "name": "gender_resnet0_stage1_batchnorm0_running_var", "attrs": { "__dtype__": "0", "__init__": "ones", "__lr_mult__": "1.0", "__shape__": "(0,)", "__wd_mult__": "1.0" }, "inputs": [] }, { "op": "BatchNorm", "name": "gender_resnet0_stage1_batchnorm0_fwd", "attrs": { "axis": "1", "eps": "1e-05", "fix_gamma": "False", "momentum": "0.9", "use_global_stats": "False" }, "inputs": [[22, 0, 0], [23,