GitLab

* README: add recommended PyTorch version for v0.8.0

* PyTorch v1.7.0 is now released

This was a mistake since version suffix should always be appended
Signed-off-by: Eli Uriegas <eliuriegas@fb.com>
(cherry picked from commit 6631b74db7cf8aebee8af196b4c65b1fce220baa)
Signed-off-by: Eli Uriegas <eliuriegas@fb.com>

- fixed bug with Resize and size as single int

* Splitting tuples of stride, padding and dilation of DeformConv.

* Fixing types.

* Dispatcher + Autocast.

* + Autograd.

* Moving contiguous() convertions away dispatcher and into the implementations.

* Removing rvalue references.

* style: Added annotation typing for vgg

* fix: Fixed annotation typing

* refactor: Removed un-necessary import

* fix: Added missing annotation for kwargs

* fix: Fixed constructor typing

* refactor: Refactored typing to minize changes

* refactor: Refactored typing cast

* fix: Fixed module list typing

* add a README for training object detection models

* replaced np.asarray with np.array to avoid warning messages

* added data-path for flexibility

* fixed a typo

* Minor refactoring based on static analysis on the code of models:
- Convert unnecessary value parameter to constant reference.
- Use move to avoid unnecessary copies.
- Eliminate unused include.

* Replace moves with const references.

* Fixing formatting.

* Remove explicit declaration on constructors.

- Remove unnecessary return.

- Replace deprecated string.h with cstring.
- Switch to nullptr.

* Convert to const reference and eliminate unnecessary bool casting.

* Removing unnecessary namespace use.

* Add float support to ColorJitter

* Fix byclass EMNIST

* Fix bymerge, balance, letters EMNIST

* Fix whitespace indent

* Revert unrelated file changes

* Revert unrelated file changes

* Removing unnecessary type conversions.

* Removing the transform and adding dummy class instead.
Co-authored-by: Vasileios Vryniotis <vvryniotis@fb.com>

* fix: Fixed constructor typing in models._utils

* fix: Fixed constructor typing in models.alexnet

* fix: Fixed constructor typing in models.mnasnet

* fix: Fixed constructor typing in models.squeezenet

* style: Added annotation typing for mmobilenet

* fix: Fixed type hinting of adaptive pooling

* refactor: Removed un-necessary import

* fix: Fixed constructor typing

* fix: Fixed list typing

* style: Added annotation typing for googlenet

* fix: Removed duplicate typing

* refactor: Moved factory function after class definition to fix typing

* fix: Fixed annotation typing

* refactor: Removed un-necessary import

* fix: Fixed typing

* refactor: Moved back up helper function and quote typed it

* style: Added annotation typing for inception

* refactor: Moved factory function after class definition

* style: Changed attribute setting for type hinting

* refactor: Removed un-necessary import

* fix: Fixed typing in constructors

* fix: Fixed kwargs typing

* style: Fixed lint

* refactor: Moved helpers function back and quote typed it

* style: Added annotation typing for resnet

* fix: Fixed annotation to pass classes

* fix: Fixed annotation typing

* fix: Fixed annotation typing

* fix: Fixed annotation typing for resnet

* refactor: Removed un-necessary import

* fix: Fixed constructor typing

* style: Added black formatting on _resnet

* style: Added annotation typing for squeezenet

* feat: Added typing for kwargs

* style: Added annotation typing for mnasnet

* refactor: Removed un-necessary import

* style: Added typing in models._utils

* fix: Removed non-necessary import

* fix: Removed type annotation of forward method

* refactor: Removed un-necessary import

* Switching to Pytorch's clang-formatter.

* Replacing binary.

* docs: Fixed docstring of RandomResizedCrop

* docs: Updated docstring
Co-authored-by: vfdev <vfdev.5@gmail.com>

* feat: Updated FrozenBN eps to align with BatchNorm

* feat: Added eps to __repr__ of FrozenBN

* test: Updated unittest of __repr__ for FrozenBN

* test: Updated unittest for eps value in BN and FrozenBN

* fix: Revert FrozenBN eps value

* test: Revert test on eps alignment between FrozenBN and BN

Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

Co-authored-by: vfdev <vfdev.5@gmail.com>

* feat: Added __repr__ to MultiScaleRoIAlign

* test: Added unittest for __repr__ of MultiScaleRoIAlign

* feat: Added feature map names in __repr__

* test: Updated unittest
Co-authored-by: vfdev <vfdev.5@gmail.com>

* Vectorize operations, across all feaure levels.

* Remove unnecessary other_outputs variable.

* Split per feature level.

* Perform batched_nms across feature levels.

* Add extra parameter for limiting detections before and after nms.

* Restoring default threshold.

* Apply suggestions from code review
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* Renaming variable.
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

ROCM builds were being picked up for CUDA 10.2 builds since they do not
specify a version suffix. We can utilize the CU_VERSION to be specific
about which index to actually pull from.
Signed-off-by: Eli Uriegas <eliuriegas@fb.com>

* Ensure torchvision operators are registered in C++ via weak symbols

* Add note to README on how to ensure that torchvision operators are available in C++

* Fix dllimport/dllexport on windows, format files

* Factor out common macros in single file

* Expose cuda_version in the API, use it to avoid pruning of ops initializer

* Modify expected value and threshold for retinanet unit-test.

* Disable tests on GPU
Co-authored-by: Francisco Massa <fvsmassa@gmail.com>

* Fix external DLL loading on wheels

* Use SetDefaultDllDirectoriess and AddDllDirectory

* Add previous paths

* Trigger debug

* Do not call SetDefaultDllDirectories.

* Do not call loadlibrary if the extensions were not compiled

* Fix lint issues