from tensorflow to mxnet about mmdnn

[kitstar]

For mxnet emitter, you should set a output mxnet checkpoint name, such as
python -m mmdnn.conversion._script.IRToCode -f mxnet -dw mxnet_inception_v3-0000.params ...

Thanks.

[JackieLeeTHU11]

@kitstar It works well, thanks.

[Albert-Ye]

Hi @kitstar , When I convert tensorlflow to mxnet, the following error occurs?

python -m mmdnn.conversion._script.IRToCode -f mxnet --IRModelPath resnet50.pb --dstModelPath mxnet_inception_v3.py --IRWeightPath resnet50.npy -dw mxnet_inception_v3-0000.params

The error is IsADirectoryError: [Errno 21] Is a directory: 'mxnet_inception_v3-0000.params'

[kitstar]

Should be fixed in newest mmdnn.

[ZHEQIUSHUI]

我输入
"python -m mmdnn.conversion._script.convert -sf tensorflow -iw model-20180402-114759.ckpt-275 -in model-20180402-114759.meta -df mxnet -om mxnet_1.param --dump_tag SERVING"
报错
“TypeError: Cannot convert a tensor of type bool to an input of type string

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File "C:\Users\Arno\Anaconda3\lib\runpy.py", line 193, in _run_module_as_main
"main", mod_spec)
File "C:\Users\Arno\Anaconda3\lib\runpy.py", line 85, in _run_code
exec(code, run_globals)
File "C:\Users\Arno\Anaconda3\lib\site-packages\mmdnn\conversion_script\convert.py", line 123, in
_main()
File "C:\Users\Arno\Anaconda3\lib\site-packages\mmdnn\conversion_script\convert.py", line 102, in _main
ret = convertToIR._convert(ir_args)
File "C:\Users\Arno\Anaconda3\lib\site-packages\mmdnn\conversion_script\convertToIR.py", line 66, in _convert
parser = TensorflowParser(args.network, args.weights, args.dstNodeName)
File "C:\Users\Arno\Anaconda3\lib\site-packages\mmdnn\conversion\tensorflow\tensorflow_parser.py", line 314, in init
tensorflow.import_graph_def(transformed_graph_def, name='', input_map=input_map)
File "C:\Users\Arno\Anaconda3\lib\site-packages\tensorflow\python\util\deprecation.py", line 432, in new_func
return func(*args, **kwargs)
File "C:\Users\Arno\Anaconda3\lib\site-packages\tensorflow\python\framework\importer.py", line 671, in import_graph_def
node, 'Input tensor %r %s' % (input_name, te)))
ValueError: graph_def is invalid at node 'enqueue_op': Input tensor 'image_paths:0' Cannot convert a tensor of type bool to an input of type string.”
啥原因啊

[CorvusVaine]

Hello, is it possible to convert a h5-stored tensorflow model to MXNet or does it have to be a ckpt file ?
Is it possible to get not only the model, but also the MXNet code ?