Commits · c4f34e5864c9c65a4ebf0418c273e24ae5d2caee · ModelZoo / ResNet50_tensorflow

22 May, 2019 4 commits

Merge Transformer V2 to Github (#6846) · c4f34e58

Tian Lin authored May 22, 2019

* Merged commit includes the following changes:
249218656  by tianlin<tianlin@google.com>:

    Deal with imports, fix a typo and make unit tests fast.

--
249198645  by tianlin<tianlin@google.com>:

    Trivial: Remove one empty line before "import tensorflow"

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249195490  by tianlin<tianlin@google.com>:

    Initialize Transformer TF V2 Model with Keras subclassing implementation. (Compatible with TF V1)

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249195008  by tianlin<tianlin@google.com>:

    Internal change

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247303127  by wangtz<wangtz@google.com>:

    Minor changes

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PiperOrigin-RevId: 249218656

* Revert "Merged commit includes the following changes:"

This reverts commit e30d805d3770d7473166dcca1ecb6050dc5de47a.

* Merged commit includes the following changes:

PiperOrigin-RevId: 249232280

* Merged commit includes the following changes:
249376444  by tianlin<tianlin@google.com>:

    Internal change

249373328  by hongkuny<hongkuny@google.com>:

    Clean up tf import

--
249340512  by hongkuny<hongkuny@google.com>:

    Internal change

249325089  by hongkuny<hongkuny@google.com>:

    BERT 2.0

--
249260134  by tianlin<tianlin@google.com>:

    Internal change

PiperOrigin-RevId: 249376444

* Fixed absl_app in official/mnist/mnist_tpu.py

* Make metrics in order (switch from dict to list of tuples).

* Revert ResNet Model to an earlier version.

* Fix lint format.

* Disable two tests in v2.

c4f34e58

Add tweaked fp32 test; Run accuracy tests with LR ops (#6843) · 4726c5b9
Haoyu Zhang authored May 22, 2019

4726c5b9
Use new tensorrt API (#6828) · d11d9845
tjakob authored May 21, 2019

d11d9845

Merged commit includes the following changes: (#6847) · 30d14a96

saberkun authored May 21, 2019

249377254  by hongkuny<hongkuny@google.com>:

    Internal change

249373328  by hongkuny<hongkuny@google.com>:

    Clean up tf import

--
249333938  by hongkuny<hongkuny@google.com>:

    Fix tf1 import

--
249325089  by hongkuny<hongkuny@google.com>:

    BERT 2.0

--
249173564  by hongkuny<hongkuny@google.com>:

    Internal change

PiperOrigin-RevId: 249377254

30d14a96

21 May, 2019 5 commits

Replace GlobalAvgPooling with reduce mean to reduce cross-device overhead (#6837) · 1529b82c
Haoyu Zhang authored May 21, 2019

1529b82c

Small edits to DELF markdown instructions (#6839) · 76256146

André Araujo authored May 21, 2019

* Initial feature aggregation code for Detect-to-Retrieve paper.

PiperOrigin-RevId: 246043144

* Add support for ASMK/ASMK*/R-ASMK/R-ASMK*.

PiperOrigin-RevId: 247337028

* Add DatumProto uint32 field, and limit datum_io to uint32 and float32/float64 types.

Also, introduce DatumPairProto, to be used for ASMK variants. Functions to read/write in this new format are added and tested.

PiperOrigin-RevId: 247515205

* Add batching option to feature aggregation extraction.

PiperOrigin-RevId: 247614627

* Script to perform local feature aggregation, with associated configs.

Also small edits to the aggregation extractor, for better handling of input features / avoiding OOM.

PiperOrigin-RevId: 248150750

* Tests to check that aggregation using regions with no local features works.

PiperOrigin-RevId: 248153275

* Include new library/proto for aggregation

* Merged commit includes the following changes:

PiperOrigin-RevId: 248176511

* Merged commit includes the following changes:
248194572 by Andre Araujo:

Change tf.tensor_scatter_nd_add --> tf.compat.v1.tensor_scatter_add to make it compatible with TF 1.X.

PiperOrigin-RevId: 248194572

* Functions to parse ground-truth and compute metrics for revisited datasets.

Unit tests are added.

PiperOrigin-RevId: 248561575

* Small change to argparse bool option, which does not work as expected.

PiperOrigin-RevId: 248805505

* Class to compute similarity between aggregated descriptors.

PiperOrigin-RevId: 249102986

* Script to perform retrieval and compute metrics.

PiperOrigin-RevId: 249104011

* feature_aggregation_similarity library in DELF init

* D2R instructions / README update

* Small edit to README

* Internal change.

PiperOrigin-RevId: 249113531

* Instructions to reproduce D2R paper results, and small edits to config files.

PiperOrigin-RevId: 249159850

* Revert "Internal change."

This reverts commit 0529f2b8471a20c88f1fbb37367f142965d098ee.

Undoing incorrect markdown deletion.

* Small updates to markdown instructions

* Small updates to markdown instructions 2

76256146

Change official owners to Priya and Toby for now. (#6697) · b73977ee
Toby Boyd authored May 21, 2019

b73977ee

Undo Detect-to-Retrieve markdown deletion (#6831) · 5ec581ae

André Araujo authored May 21, 2019

* Initial feature aggregation code for Detect-to-Retrieve paper.

PiperOrigin-RevId: 246043144

* Add support for ASMK/ASMK*/R-ASMK/R-ASMK*.

PiperOrigin-RevId: 247337028

* Add DatumProto uint32 field, and limit datum_io to uint32 and float32/float64 types.

Also, introduce DatumPairProto, to be used for ASMK variants. Functions to read/write in this new format are added and tested.

PiperOrigin-RevId: 247515205

* Add batching option to feature aggregation extraction.

PiperOrigin-RevId: 247614627

* Script to perform local feature aggregation, with associated configs.

Also small edits to the aggregation extractor, for better handling of input features / avoiding OOM.

PiperOrigin-RevId: 248150750

* Tests to check that aggregation using regions with no local features works.

PiperOrigin-RevId: 248153275

* Include new library/proto for aggregation

* Merged commit includes the following changes:

PiperOrigin-RevId: 248176511

* Merged commit includes the following changes:
248194572 by Andre Araujo:

Change tf.tensor_scatter_nd_add --> tf.compat.v1.tensor_scatter_add to make it compatible with TF 1.X.

PiperOrigin-RevId: 248194572

* Functions to parse ground-truth and compute metrics for revisited datasets.

Unit tests are added.

PiperOrigin-RevId: 248561575

* Small change to argparse bool option, which does not work as expected.

PiperOrigin-RevId: 248805505

* Class to compute similarity between aggregated descriptors.

PiperOrigin-RevId: 249102986

* Script to perform retrieval and compute metrics.

PiperOrigin-RevId: 249104011

* feature_aggregation_similarity library in DELF init

* D2R instructions / README update

* Small edit to README

* Internal change.

PiperOrigin-RevId: 249113531

* Instructions to reproduce D2R paper results, and small edits to config files.

PiperOrigin-RevId: 249159850

* Revert "Internal change."

This reverts commit 0529f2b8471a20c88f1fbb37367f142965d098ee.

Undoing incorrect markdown deletion.

5ec581ae

Code for Detect-to-Retrieve fully integrated (#6829) · 9062d200

André Araujo authored May 20, 2019

* Initial feature aggregation code for Detect-to-Retrieve paper.

PiperOrigin-RevId: 246043144

* Add support for ASMK/ASMK*/R-ASMK/R-ASMK*.

PiperOrigin-RevId: 247337028

* Add DatumProto uint32 field, and limit datum_io to uint32 and float32/float64 types.

Also, introduce DatumPairProto, to be used for ASMK variants. Functions to read/write in this new format are added and tested.

PiperOrigin-RevId: 247515205

* Add batching option to feature aggregation extraction.

PiperOrigin-RevId: 247614627

* Script to perform local feature aggregation, with associated configs.

Also small edits to the aggregation extractor, for better handling of input features / avoiding OOM.

PiperOrigin-RevId: 248150750

* Tests to check that aggregation using regions with no local features works.

PiperOrigin-RevId: 248153275

* Include new library/proto for aggregation

* Merged commit includes the following changes:

PiperOrigin-RevId: 248176511

* Merged commit includes the following changes:
248194572 by Andre Araujo:

Change tf.tensor_scatter_nd_add --> tf.compat.v1.tensor_scatter_add to make it compatible with TF 1.X.

PiperOrigin-RevId: 248194572

* Functions to parse ground-truth and compute metrics for revisited datasets.

Unit tests are added.

PiperOrigin-RevId: 248561575

* Small change to argparse bool option, which does not work as expected.

PiperOrigin-RevId: 248805505

* Class to compute similarity between aggregated descriptors.

PiperOrigin-RevId: 249102986

* Script to perform retrieval and compute metrics.

PiperOrigin-RevId: 249104011

* feature_aggregation_similarity library in DELF init

* D2R instructions / README update

* Small edit to README

* Internal change.

PiperOrigin-RevId: 249113531

* Instructions to reproduce D2R paper results, and small edits to config files.

PiperOrigin-RevId: 249159850

9062d200

20 May, 2019 1 commit
- Handle empty eval results in estimator_benchmark. (#6827) · 7ac267a8
  Ayush Dubey authored May 20, 2019
```
* Delete accuracy if exists in eval results.

* get global_step only if it exists in eval results
```
  7ac267a8
18 May, 2019 2 commits
- Include flags when reporting benchmark. (#6809) · bdae51af
  Reed authored May 17, 2019
```
This will allow one to easily reproduce a benchmark by running with the flags.
```
  bdae51af
- Do not return immediately after train_and_evaluate. (#6807) · 23662bb4
  Ayush Dubey authored May 17, 2019
  
  23662bb4
16 May, 2019 2 commits
- Fix DeepLab Python 3 compatibility issue #6797. (#6799) · 85b64893
  Mikhail Erofeev authored May 16, 2019
  
  85b64893
- Fix vis.py for the issue Waiting for new Checkpoint (#6789) · 0b09300c
  JimintheBox authored May 16, 2019
  
  0b09300c
15 May, 2019 3 commits

Fix lint errors. (#6788) · 03027e33
Rachel Lim authored May 15, 2019

03027e33

Set the --clone_model_in_keras_dist_strat to None. (#6781) · 2d4cfad0

Igor authored May 15, 2019

* Set the --clone_model_in_keras_dist_strat to None.  Remove the separate no_cloning benchmarks and add a couple of cloning ones.  Fixes the learning rate schedule to cache its ops per graph.

2d4cfad0

Adds keras imagenet benchmarks which use tf.data's `experimental_slack` option. (#6744) · 6aa6bac5

Rachel Lim authored May 15, 2019

* Added 'tfdata_exp' version of all benchmarks which set
FLAGS.tf_data_experimental_slack = True. Renamed
`data_prefetch_with_slack` to `data_delay_prefetch` (haoyu's change)
to make the names more distinct.

* Add flag to resnet input pipeline and surface through
keras_imagenet_main.py

6aa6bac5

14 May, 2019 3 commits

Move config to the right place. (#6782) · aecf5d02
derekjchow authored May 14, 2019

aecf5d02

DELF feature aggregation extraction: VLAD, ASMK, ASMK* (#6780) · a27bad9b

André Araujo authored May 14, 2019

* Initial feature aggregation code for Detect-to-Retrieve paper.

PiperOrigin-RevId: 246043144

* Add support for ASMK/ASMK*/R-ASMK/R-ASMK*.

PiperOrigin-RevId: 247337028

* Add DatumProto uint32 field, and limit datum_io to uint32 and float32/float64 types.

Also, introduce DatumPairProto, to be used for ASMK variants. Functions to read/write in this new format are added and tested.

PiperOrigin-RevId: 247515205

* Add batching option to feature aggregation extraction.

PiperOrigin-RevId: 247614627

* Script to perform local feature aggregation, with associated configs.

Also small edits to the aggregation extractor, for better handling of input features / avoiding OOM.

PiperOrigin-RevId: 248150750

* Tests to check that aggregation using regions with no local features works.

PiperOrigin-RevId: 248153275

* Include new library/proto for aggregation

* Merged commit includes the following changes:

PiperOrigin-RevId: 248176511

* Merged commit includes the following changes:
248194572  by Andre Araujo:

    Change tf.tensor_scatter_nd_add --> tf.compat.v1.tensor_scatter_add to make it compatible with TF 1.X.

--

PiperOrigin-RevId: 248194572

a27bad9b

Create... · 8d97814e

achowdhery authored May 13, 2019

Create ssd_mobilenet_v2_fpnlite_quantized_shared_box_predictor_256x256_depthmultiplier_75_coco14_sync.config (#6775)

Add config for FPNLite quantized model

8d97814e

11 May, 2019 2 commits

Remove flacky test: test_bad_seed (#6761) · 03242e38
Toby Boyd authored May 10, 2019
```
- Test passes locally python3 and test is already
    skipped for python2.
```
03242e38

Add FP16 to transformer with benchmark tests. (#6756) · b7e97bec

Toby Boyd authored May 10, 2019

* Add FP16 and benchmarks.

* add missing run and report.

* Add loss_scale as option not included with dtype.

* move loss_scale validation under dtype conditional.

* add loss_scale to flags tested.

b7e97bec

10 May, 2019 5 commits
- Fix trivial model to work properly with fp16 (#6760) · c0b31c51
  Haoyu Zhang authored May 10, 2019
```
* Fix trivial model to work properly with fp16

* Add comment on manual casting
```
  c0b31c51
- Minimize variables and computation in trivial model (#6759) · 5e876e6e
  Haoyu Zhang authored May 10, 2019
```
Previously we had one dense layer in trivial model. The weight was [224*224*3, num_classes].
Using two dense layers, the weights are [224*224*3, 1] and [1, num_classes].
```
  5e876e6e
- Do not report accuracy metrics for benchmark tests (#6757) · cfa37aab
  Haoyu Zhang authored May 10, 2019
```
* Do not report metrics in performance benchmarks

* Rename flag
```
  cfa37aab
- Fix broken test in V2 (#6755) · bae940dc
  Haoyu Zhang authored May 10, 2019
  
  bae940dc
- Use LR schedule ops instead of LR callback for tweaked tests (#6745) · 4b4dbad1
  Haoyu Zhang authored May 09, 2019
```
* Modified tweaked tests to use tensor learning rate
```
  4b4dbad1
09 May, 2019 2 commits

Transformer instrumented for benchmarking (#6734) · 40543869

Toby Boyd authored May 09, 2019

* Add first benchmark and return stats.

* Remove print statements update training steps.

* Revert print T: in print statement.

* Remove print(stats)

* add 2 gpu accuracy test for base.

* Fixed total_batch_size when using gpu + gFile deprecations.

* 8 GPU test name fix

* Add 4 and 8 GPU tests.

* typo fixes.

* Clean up test names and methods.

* bleu uncased.  docstring format fix.

40543869

Use TensorFlow ops for Keras LearningRateSchedule (#6739) · 9d38e894

Haoyu Zhang authored May 09, 2019

* Add learning rate tensor. This makes training slower

* Improve LearningRateSchedule with better efficiency

* Fix lint error

* Replace constant definition with existing one

9d38e894

08 May, 2019 2 commits

r/tf.random_uniform/tf.random.uniform (#6735) · 9c5253f1
Toby Boyd authored May 08, 2019

9c5253f1

Merged commit includes the following changes: (#6726) · 58856e2b

Menglong Zhu authored May 07, 2019

246873701  by menglong:

    Missing __init__.py under meta_architectures/

--
246857392  by menglong:

    Standardize proto namespace: lstm_object_detection.protos

--
246625127  by menglong:

    Internal changes.

--
246596481  by menglong:

    Add License

--
246580605  by menglong:

    Internal changes

--
246344626  by menglong:

    Open source interleaved mobilenet v2 model.

--
244893883  by menglong:

    Introduce multi_input_decoder for interleaved model.

--
244461016  by menglong:

    Add pre-bottleneck operation to lstm cells to support interleaved model.

--
244052176  by menglong:

    Update README

--
244020495  by menglong:

    Add test to rnn_decoder.

--
243704250  by menglong:

    Duplicate assignment.

--
243091836  by menglong:

    Move LSTMSSD meta arch into separate folder

--
242900337  by menglong:

    Modified mobilenet definition for LSTM-SSD

--
242773195  by menglong:

    Release GroupedConvLSTMCell implementation: https://arxiv.org/abs/1903.10172

--
242574736  by menglong:

    Introduce module for quantizated training.

--
242544306  by menglong:

    lstm_ssd_meta_arch updates, added test
    rename:
    - LSTMMetaArch to LSTMSSDMetaArch
    - LSTMFeatureExtractor to LSTMSSDFeatureExtractor

--
241986236  by menglong:

    Move lstm quantization utils to 3rd party.

--
225922488  by yinxiao:

    Training pipeline fixes.

--
224839137  by yinxiao:

    Issue fix for lstm object detecion sample config.

--
224246947  by menglong:

    Fix logging module import

--

PiperOrigin-RevId: 246873701

58856e2b

07 May, 2019 2 commits
- Use flags to define collective ops when initializing MirroredStrategy (#6724) · f5073f49
  Haoyu Zhang authored May 07, 2019
  
  f5073f49
- Move tests_data to gcs and upgrade data_download. (#6722) · 0f76239b
  Toby Boyd authored May 06, 2019
  
  0f76239b
06 May, 2019 2 commits
- Adding quantization support for deeplab (#6681) · 59c218f5
  Yukun Zhu authored May 06, 2019
```
* deeplab quantize

* Fix bug in train.py

* Create quantize.md
```
  59c218f5
- Fix ResNet model convergence problem (#6721) · a182abc1
  Haoyu Zhang authored May 06, 2019
  
  a182abc1
04 May, 2019 1 commit

Enable CuDNN BatchNorm spatial persistent by default (#6710) · 58deb059

Haoyu Zhang authored May 03, 2019

* Enable CuDNN BatchNorm spatial persistent by default; Remove 2nd zero padding layer

* Apply scale=False and fused=True consistently to BatchNorm layers

* Undo remove padding layer

* Replace zero padding with padding attribute in max pooling for better performance

* Resolve comments

* Revert "Replace zero padding with padding attribute in max pooling for better performance"

This reverts commit ad49db057c800ecac008eec1057005bd2c08ac73.

58deb059

03 May, 2019 1 commit
- Add graph rewrite convergence benchmark (#6712) · 0a96c7b4
  Reed authored May 02, 2019
  
  0a96c7b4
02 May, 2019 2 commits

update mujoco and tensorflow 1.14/2.0 api calls in efficient-hrl (#6525) · 17ecf9db

Krishnan Srinivasan authored May 02, 2019

* updated mujoco api calls to data, and tensorflow call to CriticalSection (moved from contrib.framework)

* changed efficient-hrl envs so self.physics points to correct PyMj object based on mujoco_py version

* corrected mujoco version number checkm in AntEnv.physics and PointEnv.physics properties

* fix AntEnv.set_xy by reverting to using self.physics

17ecf9db

Add graph rewrite benchmarks (#6708) · e172ac82
Reed authored May 02, 2019

e172ac82

01 May, 2019 1 commit

Add --fp16_implementation option. (#6703) · b691578c

Reed authored May 01, 2019

This options allows the new tf.train.experimental.enable_mixed_precision_graph_rewrite() function to be used for fp16, instead of manual casts.

b691578c