Commits · 7f9db598bbcee3cc755e7c085144810e534ca1e0 · ModelZoo / ResNet50_tensorflow

24 May, 2019 5 commits

Merged commit includes the following changes: (#6879) · 7f9db598

saberkun authored May 24, 2019

249883771  by hongkuny<hongkuny@google.com>:

    Creates a benchmark dir

--

PiperOrigin-RevId: 249883771

7f9db598

Transformer v2 benchmark (#6860) · f2ea2f53

Toby Boyd authored May 24, 2019

* Moved common keras code to utils.

* Initial 1 gpu benchmark

- Aligned flags with resnet example
- removed code/features that are not super useful
- eval as part of train if bleu source/ref provided
- add exp_per_second hook

* Rename benchmark classes, pass batch-size and log_steps.

* fix docstring

* Predict done with checkpoints inline

- perfzero baseclass

* steps not epochs with smoother training loop.

* do not initialize history outside loop.

* 5000 between eval not 500

* estimator to keras.

* remove epochs var.

* use range not xrange.

* 200K steps for 1 gpu

* fix global step

f2ea2f53

Add a graph optional_next Reset benchmark. (#6876) · 49eaaaf2
rxsang authored May 24, 2019
```
* Add a graph optional_next Reset benchmark.

* Fix lint error.
```
49eaaaf2
Moved common keras code to utils. (#6859) · 3254cabb
Toby Boyd authored May 24, 2019

3254cabb

Merged commit that fixes transformer's predict and eval. (#6874) · b9cab01b

Tian Lin authored May 24, 2019

* Merged commit includes the following changes:
249776315  by tianlin<tianlin@google.com>:

    Internal change

249763206  by tianlin<tianlin@google.com>:

    For TF 2.0 (related to Beam Search), expand cond dims in tf.where(cond, x, y) to make all parameters broadcastable.

--
249392724  by hongkuny<hongkuny@google.com>:

    Internal change

PiperOrigin-RevId: 249776315

* Merged commit includes the following changes:
249823043  by tianlin<tianlin@google.com>:

    Bring back v2 test for predict and eval.

--

PiperOrigin-RevId: 249823043

b9cab01b

23 May, 2019 6 commits

Add a test enabling get_next_as_optional behavior. (#6862) · 92bad0d2

rxsang authored May 23, 2019

* Add a test enabling get_next_as_optional behavior.

* Remove repeated flag.

* Remove trailing space.

* Make the name shorter.

* Fix lint error.

* Refine the benchmark name.

92bad0d2

Fix non dist strat case. (#6867) · 68650c42
rxsang authored May 23, 2019

68650c42

NCF Keras: Add validation every epoch · abe9e96a

guptapriya authored May 23, 2019

Adding validation every epoch allows us to view the progress during training instead of having to wait until the last eval. Mostly useful for manual runs.

abe9e96a

Change batch size and epochs for NCF benchmarks · e8f97a1d

guptapriya authored May 23, 2019

Current batch size 160000 does not converge to the desired HR. So we decrease to 99k which is known to converge. Tested locally and got to 63.5 at epoch 7. Also decreasing number of epochs as I don't see any improvement after epoch 7-8.

e8f97a1d

Merged commit includes the following changes: (#6863) · f06b5716

Hongjun Choi authored May 22, 2019

249580533  by A. Unique TensorFlower<gardener@tensorflow.org>:

    Internal change

249566870  by A. Unique TensorFlower<gardener@tensorflow.org>:

    Set up BERT benchmark test.

--

PiperOrigin-RevId: 249580533

f06b5716

Add enable_get_next_as_optional flag. (#6858) · 272a2baa

rxsang authored May 22, 2019

* Add enable_get_next_as_optional flag.

* Set enable_get_next_as_optional to strategy.

* Add comments to explain the flag.

* Remove trailing whitespace.

* Remove trailing space.

272a2baa

22 May, 2019 8 commits

fix lint issues. (#6855) · 3a97b68c
Toby Boyd authored May 22, 2019

3a97b68c
Merged commit includes the following changes: (#6856) · 85bdf764
saberkun authored May 22, 2019
```
249500988  by hongkuny<hongkuny@google.com>:

    Lints

--

PiperOrigin-RevId: 249500988
```
85bdf764

Add Transformer Big Benchmarks + FP16 for other tests. (#6838) · 23f75313

Toby Boyd authored May 22, 2019

* Add big tests.

* fix super

* Add fp16, increase 8xGPU batch-sizes

* Adding the rest of the fp16 tests.

* Big accuracy test batch_perf_gpu

* fix docstrings

* add _run_and_report

* Edited docstrings

23f75313

Add TPU SavedModel exporter and refactor OD code (#6737) · 80444539

Zhuoran Liu authored May 22, 2019

247226201  by ronnyvotel:

    Updating the visualization tools to accept unique_ids for color coding.

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247067830  by Zhichao Lu:

    Add box_encodings_clip_range options for the convolutional box predictor (for TPU compatibility).

--
246888475  by Zhichao Lu:

    Remove unused _update_eval_steps function.

--
246163259  by lzc:

    Add a gather op that can handle ignore indices (which are "-1"s in this case).

--
246084944  by Zhichao Lu:

    Keras based implementation for SSD + MobilenetV2 + FPN.

--
245544227  by rathodv:

    Add batch_get_targets method to target assigner module to gather any groundtruth tensors based on the results of target assigner.

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245540854  by rathodv:

    Update target assigner to return match tensor instead of a match object.

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245434441  by Zhichao Lu:

    Add README for tpu_exporters package.

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245381834  by lzc:

    Internal change.

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245298983  by Zh...

80444539

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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    Internal change

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    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

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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

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249325089  by hongkuny<hongkuny@google.com>:

    BERT 2.0

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    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 3 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