Created by: luotao1

following error message should be improved, please see https://github.com/PaddlePaddle/Paddle/wiki/Paddle-Error-Message-Writing-Specification-(English-Verison)

• paddle/fluid/operators/mkldnn/activation_mkldnn_op.cc (5 line)

PADDLE_ENFORCE_EQ(x->layout(), DataLayout::kMKLDNN,
                      "Wrong layout set for X tensor");
PADDLE_ENFORCE_NE(x->format(), MKLDNNMemoryFormat::undef,
                      "Wrong format set for X tensor");
PADDLE_ENFORCE_EQ(diff_y->layout(), DataLayout::kMKLDNN,
                      "Wrong layout set for Input OutGrad tensor");
PADDLE_ENFORCE_NE(diff_y->format(), MKLDNNMemoryFormat::undef,
                      "Wrong format set for Input OutGrad tensor");
PADDLE_ENFORCE(
      x->dims().size() == 2 || x->dims().size() == 3 || x->dims().size() == 4,
      "Input dim must be with 2, 3 or 4");

• paddle/fluid/operators/mkldnn/batch_norm_mkldnn_op.cc （2 line）

PADDLE_ENFORCE_EQ(diff_y->layout(), DataLayout::kMKLDNN,
                      "Wrong layout set for Input diff_y tensor");
PADDLE_ENFORCE_NE(diff_y->format(), MKLDNNMemoryFormat::undef,
                      "Wrong format set for Input diff_y tensor");

• paddle/fluid/operators/mkldnn/concat_mkldnn_op.cc (3 line)

PADDLE_ENFORCE_EQ(input->layout(), DataLayout::kMKLDNN,
                      "Wrong layout set for Input tensor");
PADDLE_ENFORCE_NE(input->format(), MKLDNNMemoryFormat::undef,
                      "Wrong format set for Input tensor");
PADDLE_ENFORCE(paddle::platform::is_cpu_place(place),
                 "It must use CPUPlace.");

• paddle/fluid/operators/mkldnn/conv_mkldnn_op.cc (3 line)

PADDLE_ENFORCE_EQ(
          !fuse_residual_conn || !force_fp32_output, true,
          "residual fusion does not support force output with fp32");

PADDLE_ENFORCE_EQ(
          is_conv3d
              ? dilations.size() == 3 && dilations[0] == 1 &&
                    dilations[1] == 1 && dilations[2] == 1
              : dilations.size() == 2 && dilations[0] == 1 && dilations[1] == 1,
          true, "dilation in convolution is not implemented yet");

PADDLE_ENFORCE_NE(output_grad->format(), MKLDNNMemoryFormat::undef,
                      "Wrong format set for output_grad tensor");

• paddle/fluid/operators/mkldnn/conv_transpose_mkldnn_op.cc (1 line)

PADDLE_ENFORCE(
        dilations.size() == 2 && dilations[0] == 1 && dilations[1] == 1,
        "dilation in convolution is not implemented yet");

• paddle/fluid/operators/mkldnn/pool_mkldnn_op.cc (5 line)

PADDLE_ENFORCE_EQ(in_x->layout(), DataLayout::kMKLDNN,
                      "Wrong layout set for Input tensor");
PADDLE_ENFORCE_NE(in_x->format(), MKLDNNMemoryFormat::undef,
                      "Wrong format set for Input tensor");
PADDLE_ENFORCE_EQ(out_grad->layout(), DataLayout::kMKLDNN,
                      "Wrong layout set for Input output_grad tensor");
PADDLE_ENFORCE_NE(out_grad->format(), MKLDNNMemoryFormat::undef,
                      "Wrong format set for Input output_grad tensor");
PADDLE_ENFORCE_EQ(
        ctx.Attr<bool>("is_test"), false,
        "is_test attribute should be set to False in training phase.");

• paddle/fluid/operators/mkldnn/softmax_mkldnn_op.cc (1 line)

        dout->dims(), dx->dims(),
        "The shape of softmax_grad's input and output must be identical.");