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FailtoconvertaTFmodeltocaffe2orPytorch

Platform(likeubuntu16.04/win10):Ubuntu16.04Pythonversion:Python3.5.5

Platform (like ubuntu 16.04/win10): Ubuntu 16.04

Python version: Python 3.5.5

Source framework with version (like Tensorflow 1.4.1 with GPU): Tensorflow 1.10.1 with GPU

Destination framework with version (like CNTK 2.3 with GPU): Caffe2 with CPU / Pytorch 0.4.1 with GPU

Pre-trained model path (webpath or webdisk path): No web path. It is a pre-trained cnn model in tensorflow

Error:

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#:$ mmconvert -sf tensorflow -in cnn_tree.ckpt-51243.meta -iw cnn_tree.ckpt-51243 --dstNodeName output/Softmax -df pytorch -om tf2pytorch

/anaconda/envs/py35/lib/python3.5/site-packages/h5py/__init__.py:36: FutureWarning: Conversion of the second argument of issubdtype from `float` to `np.floating` is deprecated. In future, it will be treated as `np.float64 == np.dtype(float).type`.

  from ._conv import register_converters as _register_converters

Parse file [cnn_tree.ckpt-51243.meta] with binary format successfully.

Tensorflow model file [cnn_tree.ckpt-51243.meta] loaded successfully.

Tensorflow checkpoint file [cnn_tree.ckpt-51243] loaded successfully. [21] variables loaded.

Tensorflow has not supported operator [Cast] with name [network/conv_layer/conv_node/conv_step/coefficients/coef_r/Cast].

Tensorflow has not supported operator [Cast] with name [network/conv_layer/conv_node/conv_step/coefficients/coef_l/Cast].

Tensorflow has not supported operator [Less] with name [network/conv_layer/conv_node/conv_step/combine/Tensordot/Less].

Tensorflow has not supported operator [ExpandDims] with name [network/conv_layer/conv_node/conv_step/trees/children_tensor/ExpandDims].

Tensorflow has not supported operator [ExpandDims] with name [network/conv_layer/conv_node/conv_step/trees/ExpandDims].

Tensorflow has not supported operator [GreaterEqual] with name [network/conv_layer/conv_node/conv_step/combine/Tensordot/GreaterEqual].

Tensorflow has not supported operator [Range] with name [network/conv_layer/conv_node/conv_step/combine/Tensordot/range].

Tensorflow has not supported operator [NotEqual] with name [network/conv_layer/conv_node/conv_step/coefficients/coef_r/count_nonzero/NotEqual].

Tensorflow has not supported operator [Cast] with name [network/conv_layer/conv_node/conv_step/combine/Tensordot/Cast_1].

Tensorflow has not supported operator [Cast] with name [network/conv_layer/conv_node/conv_step/combine/Tensordot/Cast].

Tensorflow has not supported operator [Cast] with name [network/conv_layer/conv_node/conv_step/coefficients/coef_r/count_nonzero/ToInt64].

Tensorflow has not supported operator [Fill] with name [network/conv_layer/conv_node/conv_step/coefficients/coef_r/ones].

Tensorflow has not supported operator [Fill] with name [network/conv_layer/conv_node/conv_step/coefficients/coef_l/ones].

Traceback (most recent call last):

  File "/home/ccrmad/.local/bin/mmconvert", line 11, in

    sys.exit(_main())

  File "/home/ccrmad/.local/lib/python3.5/site-packages/mmdnn/conversion/_script/convert.py", line 102, in _main

    ret = convertToIR._convert(ir_args)

  File "/home/ccrmad/.local/lib/python3.5/site-packages/mmdnn/conversion/_script/convertToIR.py", line 115, in _convert

    parser.run(args.dstPath)

  File "/home/ccrmad/.local/lib/python3.5/site-packages/mmdnn/conversion/common/DataStructure/parser.py", line 22, in run

    self.gen_IR()

  File "/home/ccrmad/.local/lib/python3.5/site-packages/mmdnn/conversion/tensorflow/tensorflow_parser.py", line 309, in gen_IR

    func(current_node)

  File "/home/ccrmad/.local/lib/python3.5/site-packages/mmdnn/conversion/tensorflow/tensorflow_parser.py", line 703, in rename_Mul

    shape = shape[-1]

IndexError: list index out of range


There are a lot of

1
not supported operator

s, and thus the reason the failure?

该提问来源于开源项目:microsoft/MMdnn

hi, i got the same err, did you solve the problem ?





   



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