[Error Log] Unkown op error due to related op removed.

[Duyi-Wang]

Because some ops have been removed, some 'unknown op ' errors will occur. Just run WDL model in modelzoo by python train.py --steps 1 --no_eval --tf
Other info / logs

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2022-06-21 10:03:02.483799: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSum" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT32 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSum
2022-06-21 10:03:02.483837: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSum" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT32 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSum
2022-06-21 10:03:02.485436: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "QuantizedConv2DWithBiasReluAndSum" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT32 } } }') for unknown op: QuantizedConv2DWithBiasReluAndSum
2022-06-21 10:03:02.485458: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "QuantizedConv2DWithBiasReluAndSum" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT32 } } }') for unknown op: QuantizedConv2DWithBiasReluAndSum
2022-06-21 10:03:02.485469: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "QuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT8 } } }') for unknown op: QuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485479: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "QuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT8 } } }') for unknown op: QuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485488: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "QuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QUINT8 } } }') for unknown op: QuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485497: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "QuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "out_type" allowed_values { list { type: DT_QUINT8 } } }') for unknown op: QuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485510: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_FLOAT } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485520: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_FLOAT } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485530: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_FLOAT } } } constraint { name: "out_type" allowed_values { list { type: DT_QUINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485540: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_FLOAT } } } constraint { name: "out_type" allowed_values { list { type: DT_QUINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485549: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_QINT32 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485557: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_QINT32 } } } constraint { name: "out_type" allowed_values { list { type: DT_QINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485565: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_QINT32 } } } constraint { name: "out_type" allowed_values { list { type: DT_QUINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize
2022-06-21 10:03:02.485576: E tensorflow/core/framework/op_kernel.cc:1575] OpKernel ('op: "_MklQuantizedConv2DWithBiasReluAndSumAndRequantize" device_type: "CPU" constraint { name: "Tinput" allowed_values { list { type: DT_QUINT8 } } } constraint { name: "Tfilter" allowed_values { list { type: DT_QINT8 } } } constraint { name: "Tbias" allowed_values { list { type: DT_QINT32 } } } constraint { name: "out_type" allowed_values { list { type: DT_QUINT8 } } } label: "QuantizedMklOp"') for unknown op: _MklQuantizedConv2DWithBiasReluAndSumAndRequantize

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[Duyi-Wang]

@marvin-Yu

[marvin-Yu]

To fix this issue, we need add the Operator definition at "mkl_nn_ops.cc", same as following link.
e75e17c#diff-b9b538880dcc288bba0c188db85fe6bb473bea21ba89be41bc93acb97cec6ce6R787-R896