pytorch Examples and Free Source Code

Resnet out of memory: torch.OutOfMemoryError: CUDA out of memory...

python machine-learning pytorch out-of-memory resnet

TypeError: only integer tensors of a single element can be converted to an index...

python python-3.x pytorch typeerror tensor

PyTorch: Can't call numpy() on Variable that requires grad. Use var.detach().numpy() instead...

python numpy pytorch gradient tensor

RuntimeError: Could not infer dtype of generator...

python class deep-learning pytorch tensor

Only Tensors of floating point and complex dtype can require gradients...

python pytorch gradient tensor gradient-descent

Understanding `torch.nn.Parameter()`...

python class pytorch

AttributeError: cannot assign module before Module.__init__() call...

python pytorch module attributeerror init

Why doesn't permuting positional encodings in BERT affect the output as expected?...

python pytorch nlp huggingface-transformers

Can you affine warp a tensor while preserving gradient flow?...

python machine-learning pytorch gradient-descent stochastic-gradient

load_state_dict getting random results...

python pytorch huggingface-transformers pre-trained-model gpt-2

What is the preferred way to load images from s3 into torch serve for inference?...

pytorch torchvision torchserve

PyTorch. Optimizer doesn't work and "RuntimeError: element 0 of tensors..."...

python pytorch

Tensor Cores on NVIDIA GPU for CNN Model Inference...

pytorch conv-neural-network tensor inference

Why doesn't permuting positional encodings in GPT-2 affect the output as expected?...

pytorch huggingface-transformers transformer-model gpt-2

PyTorch Quantization RuntimeError: Trying to create tensor with negative dimension...

python pytorch runtime-error tensor dimensions

How to flatten a tensor in PyTorch?...

python pytorch tensor flatten

How to cast a tensor to `complex` type in PyTorch?...

python pytorch casting type-conversion complex-numbers

`stack()` vs `cat()` in PyTorch...

python machine-learning deep-learning pytorch concatenation

How to use `stack()` in PyTorch?...

python pytorch size tensor

What is the type annotation for return value of __getitem__?...

python pytorch python-typing

PyTorch: RuntimeError: zero-dimensional tensor (at position 0) cannot be concatenated...

python python-3.x pytorch tensor pytorch-geometric

RuntimeError: stack expects each tensor to be equal size, but got [7, 768] at entry 0 and [8, 768] a...

python pytorch runtime-error tensor bert-language-model

Tile according to a pattern in pytorch (or numpy)?...

python numpy pytorch

What is uninitialized data for `empty()` in PyTorch...

python multidimensional-array memory-management pytorch tensor

`movedim()` vs `moveaxis()` vs `permute()` in PyTorch...

python pytorch permutation tensor difference

What's the difference between `reshape()` and `view()` in PyTorch?...

python pytorch reshape tensor difference

What does `view()` do in PyTorch?...

python machine-learning memory pytorch tensor

Pytorch transform.ToTensor() changes image...

python pytorch python-imaging-library data-science

PyTorch - RuntimeError: shape '[16, 400]' is invalid for input of size 9600...

python pytorch neural-network conv-neural-network artificial-intelligence

What does `-1` of `view()` mean in PyTorch?...

python pytorch reshape tensor dimensions