foo

Scopes 0.3.1 backport   https://github.com/pytorch/pytorch/pull/5153
Cherry pick dataloader issue fix to 0.3.1   https://github.com/pytorch/pytorch/pull/5140
Fixed double memory accesses of several pointwise operations.   https://github.com/pytorch/pytorch/pull/5068
Broadcast output requires_grad only if corresponding input requires_grad   https://github.com/pytorch/pytorch/pull/5061
Fix topk work size computation   https://github.com/pytorch/pytorch/pull/5053
Fix maxpool3d / avgpool3d crashs   https://github.com/pytorch/pytorch/pull/5052
Fix blas addmm (gemm) condition check   https://github.com/pytorch/pytorch/pull/5048
Fix C FFI extension after moving TH to C++   https://github.com/pytorch/pytorch/pull/5005
make torch.set_num_threads also set MKL threads (take 2)   https://github.com/pytorch/pytorch/pull/5002
Fix reduction functions to respect the stride of the output   https://github.com/pytorch/pytorch/pull/4995
Fix refcycles in DataParallel scatter and gather   https://github.com/pytorch/pytorch/pull/4988
Improve CUDA softmax performance   https://github.com/pytorch/pytorch/pull/4973
Fix triu and tril for zero-strided inputs on gpu   https://github.com/pytorch/pytorch/pull/4962
Make torch.cuda.empty_cache() a no-op when cuda is not initialized   https://github.com/pytorch/pytorch/pull/4936
Lazy init order in set device, should not be called in getDevCount   https://github.com/pytorch/pytorch/pull/4918
Add missing _lazy_init in cuda python module   https://github.com/pytorch/pytorch/pull/4907
Don't throw exceptions inside OpenMP parallel blocks   https://github.com/pytorch/pytorch/pull/4857
Fix typo in docs   https://github.com/pytorch/pytorch/pull/4846
Backport dlpack aten changes to v0.3.1 branch   https://github.com/pytorch/pytorch/pull/4823
Initialize cuda before setting cuda tensor types as default   https://github.com/pytorch/pytorch/pull/4788
More documentation for CUDA stream functions.   https://github.com/pytorch/pytorch/pull/4756
Legacy Padding: correct output size with nInputDim   https://github.com/pytorch/pytorch/pull/4735
[ASAN] fix more load_real deletes   https://github.com/pytorch/pytorch/pull/4694
updated documentation for Embedding layer   https://github.com/pytorch/pytorch/pull/4684
Fix cast direction in THCBlas   https://github.com/pytorch/pytorch/pull/4670
Fix wrong learning rate evaluation in CosineAnnealingLR in Python 2   https://github.com/pytorch/pytorch/pull/4656
NLLLoss: current code works with dim = 3, so I added it to dim checks   https://github.com/pytorch/pytorch/pull/4654
Dataloader issues   https://github.com/pytorch/pytorch/pull/4643
More strict shape check on Conv operators.   https://github.com/pytorch/pytorch/pull/4637
Clean up error checking in THPTensor_(_convertToTensorIndexers)   https://github.com/pytorch/pytorch/pull/4616
Tiny fix on MaxPool2d __repr__   https://github.com/pytorch/pytorch/pull/4591
Fix use after free when advanced indexing tensors with tensors   https://github.com/pytorch/pytorch/pull/4559
Fix abs specialization for `uint8_t` type.   https://github.com/pytorch/pytorch/pull/4521
Extract the finish check for profiler   https://github.com/pytorch/pytorch/pull/4519
Improve memory access patterns for index operations.   https://github.com/pytorch/pytorch/pull/4493
Fix StepLR example docs   https://github.com/pytorch/pytorch/pull/4478
Improve float precision stability of `linspace` op, fix 4419.   https://github.com/pytorch/pytorch/pull/4470
Fix setting using running stats in InstanceNorm*d   https://github.com/pytorch/pytorch/pull/4444
Fix python gc race condition with THPVariable_traverse   https://github.com/pytorch/pytorch/pull/4437
Add random_split to torch.utils.data.dataset   https://github.com/pytorch/pytorch/pull/4435
More detailed documentation.   https://github.com/pytorch/pytorch/pull/4428
fix documentation of RNN weight_ih_l[k] shape   https://github.com/pytorch/pytorch/pull/4407
Fix undefined FileNotFoundError   https://github.com/pytorch/pytorch/pull/4384
add bias term to linear __repr__ functions, fix spacing   https://github.com/pytorch/pytorch/pull/4352
Improved documentation of several index operations.   https://github.com/pytorch/pytorch/pull/4345
Add check for slice shape match in index_copy_ and index_add_.   https://github.com/pytorch/pytorch/pull/4342
fix MaxPool2d __repr__ (adds missing ceil_mode summary)   https://github.com/pytorch/pytorch/pull/4335
fix an out of bounds hypothetical   https://github.com/pytorch/pytorch/pull/4240
fix typo.   https://github.com/pytorch/pytorch/pull/4206
Allow map_location in torch.load to be a string   https://github.com/pytorch/pytorch/pull/4203
Fix distributed dataloader so it pins memory to current GPU not GPU 0.   https://github.com/pytorch/pytorch/pull/4196
Add function to explicitly initialize PyTorch CUDA state.   https://github.com/pytorch/pytorch/pull/4180
Fix CUDA version typo   https://github.com/pytorch/pytorch/pull/4175
Rearrange dimensions for pointwise operations for better performance.   https://github.com/pytorch/pytorch/pull/4174
Correct instancenorm input size   https://github.com/pytorch/pytorch/pull/4171
Better error messages for blas ops with cuda.LongTensor   https://github.com/pytorch/pytorch/pull/4160
Re-initialize autograd engine in child processes   https://github.com/pytorch/pytorch/pull/4158
Improve svd doc   https://github.com/pytorch/pytorch/pull/4155
Add cublas batched gemm support.   https://github.com/pytorch/pytorch/pull/4151
Added explicit tuple dimensions to doc for Conv1d.   https://github.com/pytorch/pytorch/pull/4136
improve performance of maxpooling backwards   https://github.com/pytorch/pytorch/pull/4106
Add proper shape checking to torch.cat   https://github.com/pytorch/pytorch/pull/4087
Fix repeat non owning   https://github.com/pytorch/pytorch/pull/4084
Assert MKL ld* conditions for ger, gemm, and gemv   https://github.com/pytorch/pytorch/pull/4056
Add mutex for CPU RNG and move TH to C++   https://github.com/pytorch/pytorch/pull/4041
slightly simplified math in IndexToOffset   https://github.com/pytorch/pytorch/pull/4040
Implement NLLLossNd   https://github.com/pytorch/pytorch/pull/4035
Use enabled argument in torch.autograd.profiler.emit_nvtx   https://github.com/pytorch/pytorch/pull/4032
allow cudnn for fp16 batch norm   https://github.com/pytorch/pytorch/pull/4021
Neg n_workers are now the same as zero   https://github.com/pytorch/pytorch/pull/4019
Add default PyTorch seeding and worker_init_fn to DataLoader   https://github.com/pytorch/pytorch/pull/4018
Fix CUDA Multinomial checks   https://github.com/pytorch/pytorch/pull/4009
Accept longs in default_collate for dataloader in python 2   https://github.com/pytorch/pytorch/pull/4001
Improve docs for torch and torch.Tensor   https://github.com/pytorch/pytorch/pull/3969
Improve Tensor.new doc   https://github.com/pytorch/pytorch/pull/3954
Fix CUDA index_fill_ boundary check with small tensor size   https://github.com/pytorch/pytorch/pull/3953
[docs] rnn.py: Note zero defaults for hidden state/cell   https://github.com/pytorch/pytorch/pull/3951
Improve Tensor.scatter_ doc   https://github.com/pytorch/pytorch/pull/3937
Add rnn args check   https://github.com/pytorch/pytorch/pull/3925
Allow target.requires_grad in l1_loss and mse_loss   https://github.com/pytorch/pytorch/pull/3876
More docs for Conv1d Conv2d   https://github.com/pytorch/pytorch/pull/3870
Fix padding_idx getting ignored in backward for Embedding(sparse=True)   https://github.com/pytorch/pytorch/pull/3842
Fix MultiLabelMarginLoss docs   https://github.com/pytorch/pytorch/pull/3836
Have __sizeof__ account for size of stored elements   https://github.com/pytorch/pytorch/pull/3821
Fix cosine_similarity's output shape   https://github.com/pytorch/pytorch/pull/3811
add reduce arg to PoissonNLLLoss   https://github.com/pytorch/pytorch/pull/3770
Fix DataParallel scattering for empty lists / dicts / tuples   https://github.com/pytorch/pytorch/pull/3769
change doc for Adaptive Pooling   https://github.com/pytorch/pytorch/pull/3746
Add missing trtrs, orgqr, ormqr docs   https://github.com/pytorch/pytorch/pull/3720
Remove hard file offset reset in load()   https://github.com/pytorch/pytorch/pull/3695
Fix cuBLAS arguments for fp16 dot   https://github.com/pytorch/pytorch/pull/3660
fixed a typo in ConcatDataset.cumulative_sizes attribute name   https://github.com/pytorch/pytorch/pull/3534
Signal handling in DataLoader workers; Timeout option   https://github.com/pytorch/pytorch/pull/3474
Add Cosine Annealing LR Scheduler   https://github.com/pytorch/pytorch/pull/3311