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ecg-tcn's Issues

The size of tensor a (2) must match the size of tensor b (140) at non-singleton dimension 2

when traning, an error occurs,

Traceback (most recent call last):
File "nemo_quantization.py", line 114, in
acc = test(model_nemo, device, test_loader, train_loader)
File "/home/pmi/ecg/ecg-tcn-main/utils/train_utils.py", line 85, in test
output = model(data.float())
File "/home/pmi/anaconda3/envs/ecg-tcn/lib/python3.8/site-packages/torch/nn/modules/module.py", line 550, in call
result = self.forward(*input, **kwargs)
File "/home/pmi/ecg/ecg-tcn-main/utils/model_maker.py", line 94, in forward
x = self.batchnorm0(x)
File "/home/pmi/anaconda3/envs/ecg-tcn/lib/python3.8/site-packages/torch/nn/modules/module.py", line 550, in call
result = self.forward(input, **kwargs)
File "/home/pmi/anaconda3/envs/ecg-tcn/lib/python3.8/site-packages/nemo/quant/pact.py", line 828, in forward
out = kappax + lamda
RuntimeError: The size of tensor a (2) must match the size of tensor b (140) at non-singleton dimension 2

BytesRequired number of elements overflowed

I am trying to run the "https://github.com/pulp-platform/ecg-tcn/blob/main/tensorflow_quantization.py" file. I get the following error at line 85

tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 90 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 97 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 106 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 113 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 122 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 129 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 138 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 145 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 154 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 161 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 170 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 177 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 186 is invalidly specified in schema.
tensorflow/lite/core/subgraph.cc BytesRequired number of elements overflowed.
Tensor 193 is invalidly specified in schema.

about the dataset

i can download ecg5000 file in tsv format in the website,but the code use in .pt file.please tell the way to handle this.

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