VoVAllen opened a new issue #16054: [Bug] Error initialization with gluon when using mx.set_np_shape(True) URL: https://github.com/apache/incubator-mxnet/issues/16054 ## Description ```python import mxnet as mx mx.set_np_shape(True) mx.gluon.nn.Conv2D(2, 2) # Throw Error ``` ``` MXNetError Traceback (most recent call last) <ipython-input-3-4938e62007a6> in <module> ----> 1 mx.gluon.nn.Conv2D(2, 2) ~/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/gluon/nn/conv_layers.py in __init__(self, channels, kernel_size, strides, padding, dilation, groups, layout, activation, use_bias, weight_initializer, bias_initializer, in_channels, **kwargs) 318 super(Conv2D, self).__init__( 319 channels, kernel_size, strides, padding, dilation, groups, layout, --> 320 in_channels, activation, use_bias, weight_initializer, bias_initializer, **kwargs) 321 322 ~/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/gluon/nn/conv_layers.py in __init__(self, channels, kernel_size, strides, padding, dilation, groups, layout, in_channels, activation, use_bias, weight_initializer, bias_initializer, op_name, adj, prefix, params) 113 dshape[layout.find('N')] = 1 114 dshape[layout.find('C')] = in_channels --> 115 wshapes = _infer_weight_shape(op_name, dshape, self._kwargs) 116 self.weight = self.params.get('weight', shape=wshapes[1], 117 init=weight_initializer, ~/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/gluon/nn/conv_layers.py in _infer_weight_shape(op_name, data_shape, kwargs) 36 op = getattr(symbol, op_name) 37 sym = op(symbol.var('data', shape=data_shape), **kwargs) ---> 38 return sym.infer_shape_partial()[0] 39 40 ~/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/symbol/symbol.py in infer_shape_partial(self, *args, **kwargs) 1150 The order is same as the order of list_auxiliary_states(). 1151 """ -> 1152 return self._infer_shape_impl(True, *args, **kwargs) 1153 1154 def _infer_shape_impl(self, partial, *args, **kwargs): ~/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/symbol/symbol.py in _infer_shape_impl(self, partial, *args, **kwargs) 1208 ctypes.byref(aux_shape_ndim), 1209 ctypes.byref(aux_shape_data), -> 1210 ctypes.byref(complete))) 1211 if complete.value != 0: 1212 arg_shapes = [tuple(arg_shape_data[i][:arg_shape_ndim[i]]) ~/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/base.py in check_call(ret) 251 """ 252 if ret != 0: --> 253 raise MXNetError(py_str(_LIB.MXGetLastError())) 254 255 MXNetError: Error in operator conv0_convolution0: [08:27:33] src/operator/nn/convolution.cc:203: Check failed: dilated_ksize_y <= AddPad(dshape[2], param_.pad[0]) (2 vs. 0) : kernel size exceed input Stack trace: [bt] (0) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x4b03ab) [0x7f7faa1a53ab] [bt] (1) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x8ec27b) [0x7f7faa5e127b] [bt] (2) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x2620172) [0x7f7fac315172] [bt] (3) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/libmxnet.so(+0x26229f5) [0x7f7fac3179f5] [bt] (4) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/libmxnet.so(MXSymbolInferShapeEx+0x103e) [0x7f7fac27c61e] [bt] (5) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/site-packages/mxnet/libmxnet.so(MXSymbolInferShapePartialEx+0x82) [0x7f7fac27cd12] [bt] (6) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/lib-dynload/_ctypes.cpython-36m-x86_64-linux-gnu.so(ffi_call_unix64+0x4c) [0x7f80302d54e6] [bt] (7) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/lib-dynload/_ctypes.cpython-36m-x86_64-linux-gnu.so(ffi_call+0x3f1) [0x7f80302d4241] [bt] (8) /home/ubuntu/.pyenv/versions/3.6.8/envs/test_mxnet/lib/python3.6/lib-dynload/_ctypes.cpython-36m-x86_64-linux-gnu.so(_ctypes_callproc+0x2cf) [0x7f80302cb8ff] ``` ## Environment info (Required) Latest MXNet 1.5 Package used (Python/R/Scala/Julia): Python
---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org With regards, Apache Git Services
