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DSSM tutorial code: RuntimeError Expected object of scalar type Float but got scalar type Double

Open katestfla opened this issue 3 years ago • 2 comments

Describe the bug

When I run the tutorial code for DSSM, the following error appears:
RuntimeError: Expected object of scalar type Float but got scalar type Double for argument #2 'mat1' in call to _th_addmm

please find the details below:


RuntimeError Traceback (most recent call last) in ----> 1 trainer.run()

~/opt/anaconda3/lib/python3.7/site-packages/matchzoo_py-1.1.1-py3.7.egg/matchzoo/trainers/trainer.py in run(self) 225 for epoch in range(self._start_epoch, self._epochs + 1): 226 self._epoch = epoch --> 227 self._run_epoch() 228 self._run_scheduler() 229 if self._early_stopping.should_stop_early:

~/opt/anaconda3/lib/python3.7/site-packages/matchzoo_py-1.1.1-py3.7.egg/matchzoo/trainers/trainer.py in _run_epoch(self) 250 disable=not self._verbose) as pbar: 251 for step, (inputs, target) in pbar: --> 252 outputs = self._model(inputs) 253 # Caculate all losses and sum them up 254 loss = torch.sum(

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/modules/module.py in _call_impl(self, *input, **kwargs) 720 result = self._slow_forward(*input, **kwargs) 721 else: --> 722 result = self.forward(*input, **kwargs) 723 for hook in itertools.chain( 724 _global_forward_hooks.values(),

~/opt/anaconda3/lib/python3.7/site-packages/matchzoo_py-1.1.1-py3.7.egg/matchzoo/models/dssm.py in forward(self, inputs) 89 90 # print (inputs['ngram_left']) ---> 91 # print (inputs['ngram_right']) 92 # Process left & right input. 93 input_left, input_right = inputs['ngram_left'], inputs['ngram_right'].float()

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/modules/module.py in _call_impl(self, *input, **kwargs) 720 result = self._slow_forward(*input, **kwargs) 721 else: --> 722 result = self.forward(*input, **kwargs) 723 for hook in itertools.chain( 724 _global_forward_hooks.values(),

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/modules/container.py in forward(self, input) 115 def forward(self, input): 116 for module in self: --> 117 input = module(input) 118 return input 119

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/modules/module.py in _call_impl(self, *input, **kwargs) 720 result = self._slow_forward(*input, **kwargs) 721 else: --> 722 result = self.forward(*input, **kwargs) 723 for hook in itertools.chain( 724 _global_forward_hooks.values(),

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/modules/container.py in forward(self, input) 115 def forward(self, input): 116 for module in self: --> 117 input = module(input) 118 return input 119

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/modules/module.py in _call_impl(self, *input, **kwargs) 720 result = self._slow_forward(*input, **kwargs) 721 else: --> 722 result = self.forward(*input, **kwargs) 723 for hook in itertools.chain( 724 _global_forward_hooks.values(),

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/modules/linear.py in forward(self, input) 89 90 def forward(self, input: Tensor) -> Tensor: ---> 91 return F.linear(input, self.weight, self.bias) 92 93 def extra_repr(self) -> str:

~/opt/anaconda3/lib/python3.7/site-packages/torch/nn/functional.py in linear(input, weight, bias) 1672 if input.dim() == 2 and bias is not None: 1673 # fused op is marginally faster -> 1674 ret = torch.addmm(bias, input, weight.t()) 1675 else: 1676 output = input.matmul(weight.t())

RuntimeError: Expected object of scalar type Float but got scalar type Double for argument #2 'mat1' in call to _th_addmm

Describe your attempts

I am trying to address this problem according to the following post: https://stackoverflow.com/questions/56741087/how-to-fix-runtimeerror-expected-object-of-scalar-type-float-but-got-scalar-typ/56741419

But it seems not working by adding float().

Context

  • OS: MAC OS 10.15.6
  • Hardware: CPU only
  • MatchZoo-py version: 1.1.1

katestfla avatar Aug 28 '20 21:08 katestfla

@Chriskuei can you help @katestfla to address this issue?

faneshion avatar Sep 20 '20 07:09 faneshion

Hi @katestfla, which version of PyTorch do you install?

Chriskuei avatar Sep 24 '20 08:09 Chriskuei