nopattern edited a comment on issue #14589: convert from mxnet to onnx failed, with Unrecognized attribute: spatial for operator BatchNormalization URL: https://github.com/apache/incubator-mxnet/issues/14589#issuecomment-508975646 I have convert mxnet(1.5.0) to the onnx(1.5.0), the error is: `INFO:root:Converting idx: 3, op: null, name: first-3x3-conv-batchnorm_gamma INFO:root:Converting idx: 4, op: null, name: first-3x3-conv-batchnorm_beta INFO:root:Converting idx: 5, op: null, name: first-3x3-conv-batchnorm_moving_mean Traceback (most recent call last): File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/pydevd.py", line 1741, in <module> main() File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/pydevd.py", line 1735, in main globals = debugger.run(setup['file'], None, None, is_module) File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/pydevd.py", line 1135, in run pydev_imports.execfile(file, globals, locals) # execute the script File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/_pydev_imps/_pydev_execfile.py", line 18, in execfile exec(compile(contents+"\n", file, 'exec'), glob, loc) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 484, in <module> tune_and_evaluate(tuning_option) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 436, in tune_and_evaluate net, params, input_shape, _ = get_network(network, batch_size=1) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 93, in get_network return get_network_lpr_mb2(name,batch_size) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 143, in get_network_lpr_mb2 test_onnx() File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 135, in test_onnx converted_model_path = onnx_mxnet.export_model(mx_sym, args, [input_shape], np.float32, onnx_file, True) File "/home/deep/workssd/mxnet/incubator-mxnet/python/mxnet/contrib/onnx/mx2onnx/export_model.py", line 87, in export_model verbose=verbose) File "/home/deep/workssd/mxnet/incubator-mxnet/python/mxnet/contrib/onnx/mx2onnx/export_onnx.py", line 234, in create_onnx_graph_proto in_shape=in_shape[graph_input_idx], IndexError: list index out of range Error in sys.excepthook: Traceback (most recent call last): File "/usr/lib/python3/dist-packages/apport_python_hook.py", line 63, in apport_excepthook from apport.fileutils import likely_packaged, get_recent_crashes File "/usr/lib/python3/dist-packages/apport/__init__.py", line 5, in <module> from apport.report import Report File "/usr/lib/python3/dist-packages/apport/report.py", line 30, in <module> import apport.fileutils File "/usr/lib/python3/dist-packages/apport/fileutils.py", line 23, in <module> from apport.packaging_impl import impl as packaging File "/usr/lib/python3/dist-packages/apport/packaging_impl.py", line 23, in <module> import apt File "/usr/lib/python3/dist-packages/apt/__init__.py", line 23, in <module> import apt_pkg ModuleNotFoundError: No module named 'apt_pkg' Original exception was: Traceback (most recent call last): File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/pydevd.py", line 1741, in <module> main() File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/pydevd.py", line 1735, in main globals = debugger.run(setup['file'], None, None, is_module) File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/pydevd.py", line 1135, in run pydev_imports.execfile(file, globals, locals) # execute the script File "/home/deep/workssd/work/pycharm-community-2019.1.1/helpers/pydev/_pydev_imps/_pydev_execfile.py", line 18, in execfile exec(compile(contents+"\n", file, 'exec'), glob, loc) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 484, in <module> tune_and_evaluate(tuning_option) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 436, in tune_and_evaluate net, params, input_shape, _ = get_network(network, batch_size=1) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 93, in get_network return get_network_lpr_mb2(name,batch_size) File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 143, in get_network_lpr_mb2 test_onnx() File "/home/deep/workssd/arm/tvm_app/tune_relay_mobile_gpu.py", line 135, in test_onnx converted_model_path = onnx_mxnet.export_model(mx_sym, args, [input_shape], np.float32, onnx_file, True) File "/home/deep/workssd/mxnet/incubator-mxnet/python/mxnet/contrib/onnx/mx2onnx/export_model.py", line 87, in export_model verbose=verbose) File "/home/deep/workssd/mxnet/incubator-mxnet/python/mxnet/contrib/onnx/mx2onnx/export_onnx.py", line 234, in create_onnx_graph_proto in_shape=in_shape[graph_input_idx], IndexError: list index out of range` I tracked the code and found the 'batchnorm_moving_mean' failed because it is not in saved params. so the in_shape[graph_input_idx] is out of bound. Anyone has suggestion? @vandanavk
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