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microsoft / MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
MIT License
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MXNet Parser has not supported operator Crop with name crop0 #907

Open luan1412167 opened 4 years ago

luan1412167 commented 4 years ago

Platform (like ubuntu 16.04/win10): 18.04

Python version: 3.6

Source framework with version (like Tensorflow 1.4.1 with GPU): MXNET Destination framework with version (like CNTK 2.3 with GPU): Tensorflow Pre-trained model path (webpath or webdisk path): mnet.25 https://drive.google.com/drive/folders/1OTXuAUdkLVaf78iz63D1uqGLZi4LbPeL Running scripts: mmconvert -sf mxnet -in ~/.insightface/models/retinaface_mnet025_v1/mnet10-symbol.json -iw ~/.insightface/models/retinaface_mnet025_v1/mnet10-0000.params -df tensorflow -om tf_retinaface_mnet_v1 --inputShape 3,480,640 --dump_tag SERVING

The error with MMDNN lastest release


Warning: convert the null operator with name [data] into input layer.
Warning: MXNet Parser has not supported operator Crop with name crop0.
Traceback (most recent call last):
  File "/home/dmp/Silent-Face-Anti-Spoofing/luandd/bin/mmconvert", line 8, in <module>
    sys.exit(_main())
  File "/home/dmp/Silent-Face-Anti-Spoofing/luandd/lib/python3.6/site-packages/mmdnn/conversion/_script/convert.py", line 102, in _main
    ret = convertToIR._convert(ir_args)
  File "/home/dmp/Silent-Face-Anti-Spoofing/luandd/lib/python3.6/site-packages/mmdnn/conversion/_script/convertToIR.py", line 120, in _convert
    parser.run(args.dstPath)
  File "/home/dmp/Silent-Face-Anti-Spoofing/luandd/lib/python3.6/site-packages/mmdnn/conversion/common/DataStructure/parser.py", line 22, in run
    self.gen_IR()
  File "/home/dmp/Silent-Face-Anti-Spoofing/luandd/lib/python3.6/site-packages/mmdnn/conversion/mxnet/mxnet_parser.py", line 263, in gen_IR
    self.rename_UNKNOWN(current_node)
  File "/home/dmp/Silent-Face-Anti-Spoofing/luandd/lib/python3.6/site-packages/mmdnn/conversion/mxnet/mxnet_parser.py", line 374, in rename_UNKNOWN
    raise NotImplementedError()
NotImplementedError
cookieli commented 3 years ago

Thank you for your issues. We are sorry that we didn't add this op for mmdnn, we will fix it soon.

saeedkhanehgir commented 3 years ago

Hi @cookieli I have same problem, thanks for your checking.