merge master by Nic-Ma · Pull Request #269 · Nic-Ma/MONAI

Nic-Ma · 2021-11-02T11:59:14Z

Fixes # .

Description

A few sentences describing the changes proposed in this pull request.

Status

Ready/Work in progress/Hold

Types of changes

Non-breaking change (fix or new feature that would not break existing functionality).
Breaking change (fix or new feature that would cause existing functionality to change).
New tests added to cover the changes.
Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
Quick tests passed locally by running ./runtests.sh --quick --unittests.
In-line docstrings updated.
Documentation updated, tested make html command in the docs/ folder.

* ndim -> spatial_dims Signed-off-by: Wenqi Li <wenqil@nvidia.com> * dimensions -> spatial_dims Signed-off-by: Wenqi Li <wenqil@nvidia.com> * deprecated arg with auto replacement Signed-off-by: Wenqi Li

* [DLMED] merge LocalPatchShuffle Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] enhance doc-string Signed-off-by: Nic Ma <nma@nvidia.com>

Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

Torch RandRotate

* Add cupy to tensor Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Add unittest for cupy>tensor Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com>

Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>

* [DLMED] enhance the pad mode Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update all the tensor pad related Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix error tests Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix GPU tests Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com>

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

Signed-off-by: Nic Ma <nma@nvidia.com>

* con1_padding -> conv1_padding Signed-off-by: Wenqi Li <wenqil@nvidia.com> * simpler init. Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes 2715 Signed-off-by: Wenqi Li <wenqil@nvidia.com> * adds 3d tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes flake8 error Signed-off-by: Wenqi Li <wenqil@nvidia.com>

* ThresholdIntensity, ThresholdIntensityd Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

* Add dropout arg in DynUNet init Signed-off-by: Andres <diazandr3s@gmail.com>

* [DLMED] add device option Signed-off-by: Nic Ma <nma@nvidia.com> * look up options for types Signed-off-by: Wenqi Li <wenqil@nvidia.com> * adds unit tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>

…iles, ScaleIntensityRangePercentilesd (#2943) ScaleIntensityRange, ScaleIntensityRanged, ScaleIntensityRangePercentiles, ScaleIntensityRangePercentilesd

Rotate, Rotated, RandRotate, RandRotated

…ndAffined, Rand2dElastic, Rand3dElastic, Rand2dElasticd, Rand3dElasticd (#2922) * AffineGrid, RandAffineGrid, Resample Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * Affine, RandAffine, Affined, RandAffined Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * deprecate as_tensor_output Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fixes Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * remove plotting Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * Rand2dElastic, Rand3dElastic, Rand2dElasticd, Rand3dElasticd Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * CropForeground Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fix Invertd Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

* transforms convert to the necessary type Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

* Add dtype to ToCuPy Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Add unittests to include dtype Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Implement convert_to_cupy Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Addressed all comments Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Addressed all comments Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Add dtype for Sequence Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com>

* [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] remove unnecessary arg Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix style issue Signed-off-by: Nic Ma <nma@nvidia.com>

* [DLMED] enhance type conversion Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix CI test Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add more unit tests Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix flake8 Signed-off-by: Nic Ma <nma@nvidia.com>

* fixes tutorial 353 Signed-off-by: Wenqi Li <wenqil@nvidia.com> * adding type tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * improves type checks Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes flake8 Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes as channel first Signed-off-by: Wenqi Li <wenqil@nvidia.com> * type test option Signed-off-by: Wenqi Li <wenqil@nvidia.com> * ndarray suuport Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes unit tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> update Signed-off-by: Wenqi Li <wenqil@nvidia.com> * bash option for windows test Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes unit tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * enhance norm intensity tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes merge tests Signed-off-by: Wenqi Li <wenqil@nvidia.com>

Signed-off-by: Nic Ma <nma@nvidia.com>

* add multimodal transformers Signed-off-by: ahatamizadeh <ahatamizadeh@nvidia.com>

…op_centers`, `generate_pos_neg_label_crop_centers`, `generate_label_classes_crop_centers` (#2958) torch map_binary_to_indices, map_classes_to_indices, correct_crop_centers, generate_pos_neg_label_crop_centers, generate_label_classes_crop_centers

* Implement CuCIM wrapper transfrom Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com>

Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

* Update with cupy.ndarray Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Change to use has_cp Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Change the format Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Fix a bug Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com>

* Fix for Jupyter plotting Signed-off-by: Eric Kerfoot <eric.kerfoot@kcl.ac.uk> * Fix for Jupyter plotting Signed-off-by: Eric Kerfoot <eric.kerfoot@kcl.ac.uk> * Fix for Jupyter plotting Signed-off-by: Eric Kerfoot <eric.kerfoot@kcl.ac.uk>

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

* update to torch 1.10 Signed-off-by: Wenqi Li <wenqil@nvidia.com> * temp tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes for torch 1.10 Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes coverage tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * type fixes Signed-off-by: Wenqi Li <wenqil@nvidia.com> * Revert "temp tests" This reverts commit cb3e0c7. Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes tests Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes for windows Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes integration Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes #3171 Signed-off-by: Wenqi Li <wenqil@nvidia.com> * temp fix windows Signed-off-by: Wenqi Li <wenqil@nvidia.com>

…3158) * [DLMED] add example in doc-string Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add example about copy_cache Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [MONAI] python code formatting Signed-off-by: monai-bot <monai.miccai2019@gmail.com> * [DLMED] fix flake8 Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: monai-bot <monai.miccai2019@gmail.com>

* revise docstrings Signed-off-by: Wenqi Li <wenqil@nvidia.com> * update based on comments Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes windows tests Signed-off-by: Wenqi Li <wenqil@nvidia.com>

* adds util logger Signed-off-by: Wenqi Li <wenqil@nvidia.com> * update based on comments Signed-off-by: Wenqi Li <wenqil@nvidia.com> * update based on comments Signed-off-by: Wenqi Li <wenqil@nvidia.com>

Signed-off-by: Nic Ma <nma@nvidia.com>

* [DLMED] add scale_datalist Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>

* [DLMED] add utitlity Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix CI for old PyTorch Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix flake8 Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix CI issue Signed-off-by: Nic Ma <nma@nvidia.com>

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

) * Torch `BoundingRect`, `FillHoles`, VoteEnsemble` Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fix Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fix Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fix Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * skip test_fill_holesd Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * merge fix Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fixes Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * np->np/pt->pt Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * no type check Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * return ndarrayortensor Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * MeanEnsemble Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

* [DLMED] add preparebatch Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix min tests Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add more tests Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix min tests Signed-off-by: Nic Ma <nma@nvidia.com>

* [DLMED] add backend Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add backend Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix PyTorch 1.5.1 test Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add more tests Signed-off-by: Nic Ma <nma@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [MONAI] python code formatting Signed-off-by: monai-bot <monai.miccai2019@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: monai-bot <monai.miccai2019@gmail.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>

* squeeze non-spatial dims in nib-reader Signed-off-by: Bryn Lloyd <lloyd@itis.swiss> * fix: add squeeze_non_spatial_dims=False option Signed-off-by: Bryn Lloyd <lloyd@itis.swiss> * fix: add docstring for arg Signed-off-by: Bryn Lloyd <lloyd@itis.swiss> * fix: add docstring for arg Signed-off-by: Bryn Lloyd <lloyd@itis.swiss> * fix: typos Signed-off-by: Bryn Lloyd <lloyd@itis.swiss> Co-authored-by: Bryn Lloyd <lloyd@itis.swiss>

Signed-off-by: Nic Ma <nma@nvidia.com>

remove flooring

Signed-off-by: Nic Ma <nma@nvidia.com>

* Fixes focal loss when reduction=none Signed-off-by: joncrall <jon.crall@kitware.com> * Added doctest example, fixed mypy errors Signed-off-by: joncrall <jon.crall@kitware.com> * Linting and test fixes Signed-off-by: joncrall <jon.crall@kitware.com> * Change dice loss to return broadcastable reductions Signed-off-by: joncrall <jon.crall@kitware.com> * Fixed backwards compatibility issues Signed-off-by: joncrall <jon.crall@kitware.com> * Fix masked loss test Signed-off-by: joncrall <jon.crall@kitware.com>

* [DLMED] enhance document Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix typo Signed-off-by: Nic Ma <nma@nvidia.com>

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

* Torch `ProbNMS`, `LabelFilter` Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fix test_probnmsd Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com> * fix for older pt Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

* [DLMED] enhance the doc-string Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add shuffle Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] change to ShuffleBuffer Signed-off-by: Nic Ma <nma@nvidia.com> * update according to discussions Signed-off-by: Wenqi Li <wenqil@nvidia.com> * [DLMED] add multi-workers support Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix docs Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] improve perf Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>

* [DLMED] add metrics check Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update workflow Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add reduction Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add reduction to metric handlers Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com>

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

…#3224) * [DLMED] add decorator Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add unit tests Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix typo Signed-off-by: Nic Ma <nma@nvidia.com>

Signed-off-by: Yiheng Wang <vennw@nvidia.com>

* adds plot util Signed-off-by: Wenqi Li <wenqil@nvidia.com>

* [DLMED] fix 2 CSVIterableDataset issues Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix length issue Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add transform Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] simplify the logic Signed-off-by: Nic Ma <nma@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [DLMED] remove get_items Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

* [DLMED] fix 2 CSVIterableDataset issues Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix length issue Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add transform Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] simplify the logic Signed-off-by: Nic Ma <nma@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [DLMED] remove get_items Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add dtype Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] enhance dtype Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

wyli and others added 30 commits September 8, 2021 12:38

2901 ndim -> spatial_dims (#2903)

7cfc8ea

* ndim -> spatial_dims Signed-off-by: Wenqi Li <wenqil@nvidia.com> * dimensions -> spatial_dims Signed-off-by: Wenqi Li <wenqil@nvidia.com> * deprecated arg with auto replacement Signed-off-by: Wenqi Li

2898 Merge LocalPatchShuffle with RandCoarseDropout (#2907)

7f3050a

* [DLMED] merge LocalPatchShuffle Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] enhance doc-string Signed-off-by: Nic Ma <nma@nvidia.com>

Torch Zoom (#2916)

e52a0fe

Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

Torch RandRotate90 (#2915)

281c17e

Torch RandRotate

CuPy to Tensor (#2919)

ef09811

* Add cupy to tensor Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com> * Add unittest for cupy>tensor Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com>

[DLMED] add dict version shuffle (#2918)

e2965db

Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>

Add device to ToTensor (#2926)

448cdca

fixes #2939 (#2940)

1c2608f

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

enhance docstring (#2938)

76dc5c2

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

[DLMED] enhance scale intensity transforms (#2941)

8651b62

Signed-off-by: Nic Ma <nma@nvidia.com>

ThresholdIntensity, ThresholdIntensityd (#2944)

8765fc7

* ThresholdIntensity, ThresholdIntensityd Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

Add dropout arg in DynUNet init (#2947)

01feacb

* Add dropout arg in DynUNet init Signed-off-by: Andres <diazandr3s@gmail.com>

ScaleIntensityRange, ScaleIntensityRanged, ScaleIntensityRangePercent…

f26a712

…iles, ScaleIntensityRangePercentilesd (#2943) ScaleIntensityRange, ScaleIntensityRanged, ScaleIntensityRangePercentiles, ScaleIntensityRangePercentilesd

Rotate, Rotated, RandRotate, RandRotated (#2945)

f77a799

Rotate, Rotated, RandRotate, RandRotated

All transforms support torch and numpy (#2949)

7c45d01

* transforms convert to the necessary type Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

2948 Enhance the transform to delete items (#2952)

c624ffc

* [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] remove unnecessary arg Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix style issue Signed-off-by: Nic Ma <nma@nvidia.com>

[DLMED] fix float64 bug (#2961)

fb2c2e9

Signed-off-by: Nic Ma <nma@nvidia.com>

add multi-modal (vision + language) transformers (#2962)

3b6f479

* add multimodal transformers Signed-off-by: ahatamizadeh <ahatamizadeh@nvidia.com>

cuCIM Transform (#2932)

38403ed

* Implement CuCIM wrapper transfrom Signed-off-by: Behrooz <3968947+drbeh@users.noreply.github.com>

torch SpatialCrop, SpatialCropd (#2963)

0c39281

Signed-off-by: Richard Brown <33289025+rijobro@users.noreply.github.com>

Fix for Jupyter plotting (#2964)

46e594f

* Fix for Jupyter plotting Signed-off-by: Eric Kerfoot <eric.kerfoot@kcl.ac.uk> * Fix for Jupyter plotting Signed-off-by: Eric Kerfoot <eric.kerfoot@kcl.ac.uk> * Fix for Jupyter plotting Signed-off-by: Eric Kerfoot <eric.kerfoot@kcl.ac.uk>

wyli and others added 29 commits October 22, 2021 03:52

fixes #3165 (#3166)

536e056

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

2929 revise docstrings (#3170)

ee8b981

* revise docstrings Signed-off-by: Wenqi Li <wenqil@nvidia.com> * update based on comments Signed-off-by: Wenqi Li <wenqil@nvidia.com> * fixes windows tests Signed-off-by: Wenqi Li <wenqil@nvidia.com>

3159 adds a default util logger (#3160)

7964d45

* adds util logger Signed-off-by: Wenqi Li <wenqil@nvidia.com> * update based on comments Signed-off-by: Wenqi Li <wenqil@nvidia.com> * update based on comments Signed-off-by: Wenqi Li <wenqil@nvidia.com>

[DLMED] add link and update chart (#3179)

299367e

Signed-off-by: Nic Ma <nma@nvidia.com>

3174 Add support to scale datalist (#3175)

a2027ec

* [DLMED] add scale_datalist Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] update according to comments Signed-off-by: Nic Ma <nma@nvidia.com> Co-authored-by: Wenqi Li <wenqil@nvidia.com>

fixes url (#3183)

53b98ac

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

[DLMED] fix iteration bug (#3202)

c877001

Signed-off-by: Nic Ma <nma@nvidia.com>

2755 fix bug (#3196)

95ed167

remove flooring

[DLMED] add param at runtime (#3205)

11ff52a

Signed-off-by: Nic Ma <nma@nvidia.com>

3210 Fix misleading document in the Torchvision netadapter (#3211)

d932c5a

* [DLMED] enhance document Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix typo Signed-off-by: Nic Ma <nma@nvidia.com>

minor typo fixes (#3209)

a7bc776

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

remove used param (#3206)

f43a927

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

fixes iterable tests (#3221)

ec479d5

Signed-off-by: Wenqi Li <wenqil@nvidia.com>

3161 Skip reader registration if the dependency package not installed (…

fbb92fc

…#3224) * [DLMED] add decorator Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] add unit tests Signed-off-by: Nic Ma <nma@nvidia.com> * [DLMED] fix typo Signed-off-by: Nic Ma <nma@nvidia.com>

change pool layer and features order (#3227)

27c9b0a

Signed-off-by: Yiheng Wang <vennw@nvidia.com>

3192 adds plot util (#3193)

3339f43

* adds plot util Signed-off-by: Wenqi Li <wenqil@nvidia.com>

Nic-Ma merged commit b24b0de into Nic-Ma:3212-add-datalist-check Nov 2, 2021

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merge master#269

merge master#269
Nic-Ma merged 148 commits into
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Nic-Ma commented Nov 2, 2021

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