NarendraPatwardhan opened a new issue #6234:
URL: https://github.com/apache/incubator-tvm/issues/6234
I have a pytorch model converted to onnx which I aim to convert to TVM. The
model has 1 input and 2 outputs. The conversion from pytorch to onnx is
successful (checked with onnxruntime) but from onnx to tvm I receive the
following error. The network is similar to the efficientnet-b0.
File "to_tvm.py", line 99, in tune_and_evaluate
mod, params, input_shape = get_network()
File "to_tvm.py", line 35, in get_network
mod, params = relay.frontend.from_onnx(model, shape=shape_dict,
dtype=dtype)
File
"/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/relay/frontend/onnx.py",
line 1879, in from_onnx
mod, params = g.from_onnx(graph, opset)
File
"/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/relay/frontend/onnx.py",
line 1707, in from_onnx
op = self._convert_operator(op_name, inputs, attr, opset)
File
"/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/relay/frontend/onnx.py",
line 1807, in _convert_operator
sym = convert_map[op_name](inputs, attrs, self._params)
File
"/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/relay/frontend/common.py",
line 417, in __call__
return get_relay_op(op_name)(*inputs, **new_attrs)
File
"/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/relay/op/tensor.py",
line 870, in clip
return _make.clip(a, a_min, a_max)
File
"/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/_ffi/_ctypes/packed_func.py",
line 213, in __call__
raise get_last_ffi_error()
tvm._ffi.base.TVMError: Traceback (most recent call last):
[bt] (3)
/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/libtvm.so(TVMFuncCall+0x65)
[0x7fcff601fb35]
[bt] (2)
/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/libtvm.so(+0x950a5b)
[0x7fcff5d27a5b]
[bt] (1)
/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/libtvm.so(tvm::runtime::TVMPODValue_::operator
double() const+0x170) [0x7fcff5782030]
[bt] (0)
/home/user/.local/lib/python3.6/site-packages/tvm-0.7.dev1-py3.6-linux-x86_64.egg/tvm/libtvm.so(dmlc::LogMessageFatal::~LogMessageFatal()+0x43)
[0x7fcff5771bb3]
File "/home/user/libs/tvm/include/tvm/runtime/packed_func.h", line 418
TVMError: Check failed: type_code_ == kDLFloat (8 vs. 2) : expected float
but get Object
----------------------------------------------------------------
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:
[email protected]
