429d0fd3608e4fac23721b2d3cbeee25e4462072,src/symbols/fresnet.py,,resnet,#Any#Any#Any#Any#Any#,487

Before Change

                                no_bias=True, name="conv0", workspace=workspace)
      body = mx.sym.BatchNorm(data=body, fix_gamma=False, eps=2e-5, momentum=bn_mom, name="bn0")
      body = Act(data=body, act_type=act_type, name="relu0")
      body = mx.sym.Pooling(data=body, kernel=(3, 3), stride=(2,2), pad=(1,1), pool_type="max")
    elif version_input==2:
      data = mx.sym.BatchNorm(data=data, fix_gamma=True, eps=2e-5, momentum=bn_mom, name="bn_data")
      body = Conv(data=data, num_filter=filter_list[0], kernel=(3,3), stride=(1,1), pad=(1,1),

After Change

    data = mx.sym.Variable(name="data")
    if version_input==0:
      //data = mx.sym.BatchNorm(data=data, fix_gamma=True, eps=2e-5, momentum=bn_mom, name="bn_data")
      data = mx.sym.identity(data=data, name="id")
      data = data-127.5
      data = data*0.0078125
      body = Conv(data=data, num_filter=filter_list[0], kernel=(7, 7), stride=(2,2), pad=(3, 3),
                                no_bias=True, name="conv0", workspace=workspace)
      body = mx.sym.BatchNorm(data=body, fix_gamma=False, eps=2e-5, momentum=bn_mom, name="bn0")
      body = Act(data=body, act_type=act_type, name="relu0")

Instances