Commits · fab47e9e105d3cc98fc04cf172fa2038607d0939 · ModelZoo / ResNet50_tensorflow

06 Apr, 2021 1 commit

Disable temperature scaling during training. · fab47e9e

Jeremiah Liu authored Apr 05, 2021

For the `GaussianProcessClassificationHead`, the temperature scaling needs to be disabled during training to avoid unexpected modification to the learning rate, which harms model quality. (Unfortunately, this seems to require adding `training` to the `call` method).

Also set the default of `gp_cov_ridge_penalty` in `RandomFeatureGaussianProcess` to 1 to be consistent with that in the `GaussianProcessClassificationHead`.

PiperOrigin-RevId: 366917075

fab47e9e

05 Apr, 2021 12 commits
- Internal change · a9fe9ba9
  Scott Zhu authored Apr 05, 2021
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PiperOrigin-RevId: 366900579
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  a9fe9ba9
- Use nonexperimental LSO API in base_task.py. · cc12499b
  Reed Wanderman-Milne authored Apr 05, 2021
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This shouldn't break any official models, since I changed all LossScaleOptimizer isinstance checks to use the nonexperimental version (the experimental LSO subclasses the nonexperimental LSO, so changing isinstance checks in this way is always safe).

PiperOrigin-RevId: 366891847
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  cc12499b
- Adds `call()` method to `GaussianProcessClassificationHead`. · 2ae06c8a
  Jeremiah Liu authored Apr 05, 2021
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This change allows `GaussianProcessClassificationHead` to output only the predictive logits during training and evaluation (instead of outputting a tuple  `(logits, covmat)`). The goal is to make the layer more compatible with `SentencePredictionTask` and Keras' `model.fit()` API.

PiperOrigin-RevId: 366891298
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  2ae06c8a
- Internal change. · e21b3e9e
  Fan Yang authored Apr 05, 2021
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PiperOrigin-RevId: 366889393
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  e21b3e9e
- Disable profiling on classifier trainer. · ccd05aca
  Allen Wang authored Apr 05, 2021
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PiperOrigin-RevId: 366883662
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  ccd05aca
- Internal change · 4c514dc6
  Hongkun Yu authored Apr 05, 2021
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PiperOrigin-RevId: 366883391
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  4c514dc6
- Rename memory_mask to self_attention_mask; target_mask to cross_attention_mask · 6f0b84d0
  Hongkun Yu authored Apr 05, 2021
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PiperOrigin-RevId: 366883351
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  6f0b84d0
- Internal change · 601b3024
  A. Unique TensorFlower authored Apr 05, 2021
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PiperOrigin-RevId: 366879385
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  601b3024
- Rewrite the GIOU loss op in matrix form to avoid the map_fn. map_fn could be... · f95cb722
  A. Unique TensorFlower authored Apr 05, 2021
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Rewrite the GIOU loss op in matrix form to avoid the map_fn. map_fn could be prohibitively costly when dealing with large number of bounding boxes.

PiperOrigin-RevId: 366854232
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  f95cb722
- Add iWildCam link. · e79b53e7
  Vighnesh Birodkar authored Apr 05, 2021
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PiperOrigin-RevId: 366850188
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  e79b53e7
- Internal change · 66404fbb
  A. Unique TensorFlower authored Apr 05, 2021
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PiperOrigin-RevId: 366819679
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  66404fbb
- Update documentations for ResNet-RS. · 90e17531
  A. Unique TensorFlower authored Apr 05, 2021
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PiperOrigin-RevId: 366817283
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  90e17531
04 Apr, 2021 1 commit
- Add dlrm entry (#9861) · 7b6c1bcb
  Pablo Ribalta Lorenzo authored Apr 04, 2021
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Signed-off-by: Pablo Ribalta Lorenzo <pribalta@nvidia.com>
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  7b6c1bcb
03 Apr, 2021 1 commit
- Adds per-class metrics. · 238922e9
  Yeqing Li authored Apr 02, 2021
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PiperOrigin-RevId: 366540340
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  238922e9
02 Apr, 2021 9 commits
- Internal change · 1eddd748
  A. Unique TensorFlower authored Apr 02, 2021
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PiperOrigin-RevId: 366496850
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  1eddd748
- Fix links in README · c9768389
  A. Unique TensorFlower authored Apr 01, 2021
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PiperOrigin-RevId: 366395416
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  c9768389
- Fix links in README · f1b5b152
  Vighnesh Birodkar authored Apr 01, 2021
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PiperOrigin-RevId: 366395416
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  f1b5b152
- Internal change · f123edc0
  Abdullah Rashwan authored Apr 01, 2021
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PiperOrigin-RevId: 366391425
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  f123edc0
- Open source DeepMAC architecture. · bab70e6b
  A. Unique TensorFlower authored Apr 01, 2021
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PiperOrigin-RevId: 366382220
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  bab70e6b
- Fix markdown links to Model garden code base. · 2e1a0602
  Vighnesh Birodkar authored Apr 01, 2021
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PiperOrigin-RevId: 366388829
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  2e1a0602
- Use width attribute instead of style to resize markdown image. · 73250c2a
  Vighnesh Birodkar authored Apr 01, 2021
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PiperOrigin-RevId: 366385685
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  73250c2a
- Open source DeepMAC architecture. · 1d077fe6
  Vighnesh Birodkar authored Apr 01, 2021
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PiperOrigin-RevId: 366382220
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  1d077fe6
- [core][input_reader] The method should use the passed in argument other than member. · ec543191
  Frederick Liu authored Apr 01, 2021
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PiperOrigin-RevId: 366368802
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  ec543191
01 Apr, 2021 6 commits
- Update the gcs bucket URL of mobilebert checkpoint. · dda2343a
  Chen Chen authored Apr 01, 2021
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PiperOrigin-RevId: 366354480
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  dda2343a
- enable XLA around model training step via jit_compile · 5a5e0b7e
  A. Unique TensorFlower authored Apr 01, 2021
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PiperOrigin-RevId: 366330392
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  5a5e0b7e
- Open source mobilebert project. · 7687b1d3
  Chen Chen authored Apr 01, 2021
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PiperOrigin-RevId: 366313554
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  7687b1d3
- Internal change · 41f71f6c
  Jeremiah Liu authored Mar 31, 2021
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PiperOrigin-RevId: 366178203
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  41f71f6c
- Adds `mean_field_logits` function to GP layer. · fd3e8141
  Jeremiah Liu authored Mar 31, 2021
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PiperOrigin-RevId: 366175727
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  fd3e8141
- Adds SNGP components to the list of `__init__` exports. · 80c50b6a
  Jeremiah Liu authored Mar 31, 2021
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PiperOrigin-RevId: 366170373
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  80c50b6a
31 Mar, 2021 3 commits
- Updating CenterNet Feature Extractors to plumb through model specific parameters. · 72d37b69
  Ronny Votel authored Mar 31, 2021
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PiperOrigin-RevId: 366134194
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  72d37b69
- Internal change · cee4b75e
  A. Unique TensorFlower authored Mar 31, 2021
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PiperOrigin-RevId: 366120838
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  cee4b75e
- Internal change · cdf815f8
  A. Unique TensorFlower authored Mar 31, 2021
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PiperOrigin-RevId: 366052172
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  cdf815f8
30 Mar, 2021 7 commits
- Internal change · eb6687ac
  Abdullah Rashwan authored Mar 30, 2021
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PiperOrigin-RevId: 365926330
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  eb6687ac
- Internal change · 1e8f24ae
  Abdullah Rashwan authored Mar 30, 2021
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PiperOrigin-RevId: 365914010
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  1e8f24ae
- Enable name based definition of keras initializers in hyperparams. · 718b3070
  Austin Myers authored Mar 30, 2021
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PiperOrigin-RevId: 365913722
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  718b3070
- Allow setting pointwise initializer and regularizer when use_depthwise is true. · f55a0eb2
  Austin Myers authored Mar 30, 2021
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PiperOrigin-RevId: 365899795
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  f55a0eb2
- Register GIOU loss in losses.proto & losses_builder. · 5c7ec0df
  A. Unique TensorFlower authored Mar 30, 2021
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This CL register a pre-defined GIOU loss to the losses.proto and losses_builder so that the GIOU loss can be correctly called & built when GIOU loss is specified in the loss config file.

PiperOrigin-RevId: 365891022
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  5c7ec0df
- Internal change. · 604abc08
  Fan Yang authored Mar 30, 2021
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PiperOrigin-RevId: 365858684
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  604abc08
- Internal change · 7fc086c3
  A. Unique TensorFlower authored Mar 30, 2021
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PiperOrigin-RevId: 365828860
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  7fc086c3