Megatron Export Update #5343

Davood-M · 2022-11-07T20:27:09Z

Signed-off-by: David Mosallanezhad dmosallanezh@nvidia.com

What does this PR do ?

Updates export process for Megatron-based models

Collection: [Note which collection this PR will affect]

Changelog

Changed ORT optimization due to a bug in onnxruntime (Failed to find kernel for SimplifiedLayerNormalization(1) (node SimplifiedLayerNormalization). microsoft/onnxruntime#12579)

Usage

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Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

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lgtm-com · 2022-11-07T20:42:13Z

This pull request introduces 1 alert when merging 21a5351 into fbd17ad - view on LGTM.com

new alerts:

1 for Wrong number of arguments in a class instantiation

borisfom · 2022-11-07T23:29:57Z

nemo/utils/export_utils.py

@@ -263,7 +282,7 @@ def replace_FusedLayerNorm(n: nn.Module) -> Optional[nn.BatchNorm2d]:
        if isinstance(n, FusedLayerNorm) or isinstance(n, MixedFusedLayerNorm):
            mod = nn.LayerNorm(n.normalized_shape, eps=n.eps, elementwise_affine=n.elementwise_affine,).to(dev)
        elif isinstance(n, FastLayerNorm):
-            mod = nn.LayerNorm(n.weight.shape, eps=n.epsilon, elementwise_affine=True, dtype=torch.float16,).to(dev)
+            mod = nn.LayerNorm(n.weight.shape, eps=n.epsilon, elementwise_affine=True, dtype=torch.float,).to(dev)


Should we keep original dtype here ?

Also, as part of general export process, we currently guard LayerNorm with fp32 casts. So this won't have any effect. If in fact protecting LayerNorm from autocast is not necessary - we should revise that part as well.

borisfom

Looks good overall. We should resolve LayerNorm question - if it does not have to be guarded, we should remove CastToFloat wrapping pass.

borisfom · 2022-11-07T23:32:37Z

nemo/utils/export_utils.py

@@ -263,7 +282,7 @@ def replace_FusedLayerNorm(n: nn.Module) -> Optional[nn.BatchNorm2d]:
        if isinstance(n, FusedLayerNorm) or isinstance(n, MixedFusedLayerNorm):
            mod = nn.LayerNorm(n.normalized_shape, eps=n.eps, elementwise_affine=n.elementwise_affine,).to(dev)
        elif isinstance(n, FastLayerNorm):
-            mod = nn.LayerNorm(n.weight.shape, eps=n.epsilon, elementwise_affine=True, dtype=torch.float16,).to(dev)
+            mod = nn.LayerNorm(n.weight.shape, eps=n.epsilon, elementwise_affine=True, dtype=torch.float,).to(dev)


Also, as part of general export process, we currently guard LayerNorm with fp32 casts. So this won't have any effect. If in fact protecting LayerNorm from autocast is not necessary - we should revise that part as well.

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

…davidm/riva_transition

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

Davood-M · 2022-11-08T16:56:55Z

Thanks for the review! I've updated the LayerNorm and added autocast for the following issue that affected newer Megatron models:

RuntimeError: expected scalar type Half but found Float

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

lgtm-com · 2022-11-08T17:27:41Z

This pull request introduces 1 alert when merging c6686d8 into 8184bea - view on LGTM.com

new alerts:

1 for Wrong number of arguments in a class instantiation

lgtm-com · 2022-11-09T18:53:33Z

This pull request introduces 1 alert when merging 155f1f7 into 4eb4351 - view on LGTM.com

new alerts:

1 for Wrong number of arguments in a class instantiation

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

lgtm-com · 2022-11-15T00:29:53Z

This pull request introduces 15 alerts and fixes 7 when merging 2e124fd into dbe41af - view on LGTM.com

new alerts:

6 for Unused import
4 for First argument to super() is not enclosing class
2 for Unused local variable
1 for Signature mismatch in overriding method
1 for Variable defined multiple times
1 for Wrong number of arguments in a class instantiation

fixed alerts:

7 for Unused import

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lgtm-com · 2022-11-15T00:59:12Z

This pull request introduces 15 alerts and fixes 7 when merging 87c60e9 into dbe41af - view on LGTM.com

new alerts:

6 for Unused import
4 for First argument to super() is not enclosing class
2 for Unused local variable
1 for Signature mismatch in overriding method
1 for Variable defined multiple times
1 for Wrong number of arguments in a class instantiation

fixed alerts:

7 for Unused import

Heads-up: LGTM.com's PR analysis will be disabled on the 5th of December, and LGTM.com will be shut down ⏻ completely on the 16th of December 2022. Please enable GitHub code scanning, which uses the same CodeQL engine ⚙️ that powers LGTM.com. For more information, please check out our post on the GitHub blog.

Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>

lgtm-com · 2022-11-15T17:15:19Z

This pull request introduces 5 alerts when merging e096704 into 1b5fac4 - view on LGTM.com

new alerts:

2 for Unused local variable
1 for Unused import
1 for Variable defined multiple times
1 for Wrong number of arguments in a class instantiation

Heads-up: LGTM.com's PR analysis will be disabled on the 5th of December, and LGTM.com will be shut down ⏻ completely on the 16th of December 2022. Please enable GitHub code scanning, which uses the same CodeQL engine ⚙️ that powers LGTM.com. For more information, please check out our post on the GitHub blog.

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

lgtm-com · 2022-11-15T17:43:26Z

This pull request introduces 5 alerts when merging e334703 into 1b5fac4 - view on LGTM.com

new alerts:

2 for Unused local variable
1 for Unused import
1 for Variable defined multiple times
1 for Wrong number of arguments in a class instantiation

Heads-up: LGTM.com's PR analysis will be disabled on the 5th of December, and LGTM.com will be shut down ⏻ completely on the 16th of December 2022. Please enable GitHub code scanning, which uses the same CodeQL engine ⚙️ that powers LGTM.com. For more information, please check out our post on the GitHub blog.

* export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com>

* export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com>

* export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Signed-off-by: shane carroll <shane.carroll@utsa.edu>

* export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com>

* export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com>

* update branch Signed-off-by: ericharper <complex451@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * Disable sync_batch_comm in validation_step for GPT (#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Radtts 1.13 (#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (#5358) * [TTS] add CI test for RADTTS training recipe. Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Support for finetuning and finetuning inference with .ckpt files & batch size refactoring (#5339) (#5478) * Initial refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Resolve config before passing to load_from_checkpoint Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for model parallel and nemo restore Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for eval Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert config changes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typo Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove comments Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Minor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix validation reconfiguration Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove old comment Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes for test_ds Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * export_utils bugfix (#5480) * updated export_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Export fixes for Riva (#5496) * Export fixes for Riva Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleaning up training_utils Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * added set_start_method + function param bugfix (#5539) * added set_start_method + function param bugfix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * upper bound torchmetrics Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: ericharper <complex451@gmail.com> * remove notebook (#5548) Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> * update readme Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com>

* update branch Signed-off-by: ericharper <complex451@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * Disable sync_batch_comm in validation_step for GPT (#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Radtts 1.13 (#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (#5358) * [TTS] add CI test for RADTTS training recipe. Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Support for finetuning and finetuning inference with .ckpt files & batch size refactoring (#5339) (#5478) * Initial refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Resolve config before passing to load_from_checkpoint Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for model parallel and nemo restore Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for eval Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert config changes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typo Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove comments Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Minor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix validation reconfiguration Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove old comment Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes for test_ds Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * export_utils bugfix (#5480) * updated export_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Export fixes for Riva (#5496) * Export fixes for Riva Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleaning up training_utils Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * added set_start_method + function param bugfix (#5539) * added set_start_method + function param bugfix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * upper bound torchmetrics Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: ericharper <complex451@gmail.com> * remove notebook (#5548) Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> * update readme Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com>

* export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Signed-off-by: andrusenkoau <andrusenkoau@gmail.com>

* update branch Signed-off-by: ericharper <complex451@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (NVIDIA#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Megatron Export Update (NVIDIA#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * Disable sync_batch_comm in validation_step for GPT (NVIDIA#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Radtts 1.13 (NVIDIA#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (NVIDIA#5358) * [TTS] add CI test for RADTTS training recipe. Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Support for finetuning and finetuning inference with .ckpt files & batch size refactoring (NVIDIA#5339) (NVIDIA#5478) * Initial refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Resolve config before passing to load_from_checkpoint Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for model parallel and nemo restore Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for eval Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert config changes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typo Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove comments Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Minor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix validation reconfiguration Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove old comment Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes for test_ds Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * export_utils bugfix (NVIDIA#5480) * updated export_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Export fixes for Riva (NVIDIA#5496) * Export fixes for Riva Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleaning up training_utils Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * added set_start_method + function param bugfix (NVIDIA#5539) * added set_start_method + function param bugfix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * upper bound torchmetrics Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: ericharper <complex451@gmail.com> * remove notebook (NVIDIA#5548) Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> * update readme Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: andrusenkoau <andrusenkoau@gmail.com>

* update branch Signed-off-by: ericharper <complex451@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * Disable sync_batch_comm in validation_step for GPT (#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Radtts 1.13 (#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (#5358) * [TTS] add CI test for RADTTS training recipe. Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Support for finetuning and finetuning inference with .ckpt files & batch size refactoring (#5339) (#5478) * Initial refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Resolve config before passing to load_from_checkpoint Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for model parallel and nemo restore Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for eval Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert config changes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typo Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove comments Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Minor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix validation reconfiguration Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove old comment Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes for test_ds Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * export_utils bugfix (#5480) * updated export_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Export fixes for Riva (#5496) * Export fixes for Riva Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleaning up training_utils Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * added set_start_method + function param bugfix (#5539) * added set_start_method + function param bugfix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * upper bound torchmetrics Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: ericharper <complex451@gmail.com> * remove notebook (#5548) Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> * update readme Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com>

* Merge r1.13.0 main (#5570) * update branch Signed-off-by: ericharper <complex451@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * Disable sync_batch_comm in validation_step for GPT (#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Radtts 1.13 (#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (#5358) * [TTS] add CI test for RADTTS training recipe. Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Support for finetuning and finetuning inference with .ckpt files & batch size refactoring (#5339) (#5478) * Initial refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Resolve config before passing to load_from_checkpoint Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for model parallel and nemo restore Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes for eval Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Revert config changes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Refactor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix typo Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove comments Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Minor Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix validation reconfiguration Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Remove old comment Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes for test_ds Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * export_utils bugfix (#5480) * updated export_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Export fixes for Riva (#5496) * Export fixes for Riva Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleaning up training_utils Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * added set_start_method + function param bugfix (#5539) * added set_start_method + function param bugfix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * upper bound torchmetrics Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: ericharper <complex451@gmail.com> * remove notebook (#5548) Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> * update readme Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Optimized loop and bugfix in SDE (#5573) - Fixed bug with loading custom data attributes from JSON in Speech Data Explorer Signed-off-by: George Zelenfroynd <gzelenfroind@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Update torchmetrics (#5566) * add task arg Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * update state Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> Co-authored-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * remove useless files. (#5580) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * add initial NFA code Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make use of the specified device during viterbi decoding Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix CodeQL notes Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix CodeQL warning Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add an option to defer data setup from ``__init__`` to ``setup`` (#5569) * Add an option to defer dataloader setup from __init__ to setup Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Updated doc Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make utt_id specified by number of parts of audio_filepath user wishes to use Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * remove audio_sr TODO - reduce risk of silent bugs Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add check that model is CTC Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove unused import Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Text generation improvement (UI client, data parallel support) (#5437) * Squashed commit of the following: commit a5e124f34be31bd6eafe5e5fdf5bedcd0d50915c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 15:07:42 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 35b424044fe80c3081e7756ab21244f701716f7e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 08:04:49 2022 -0700 get rid of base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 2955210e2311791543538cfbb5ad26b79414c954 Merge: d52edef8c eaf6757ca Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:17:02 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit d52edef8cd7b36593838fb270047e80f8ccb652e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:16:24 2022 +0000 align with main Signed-off-by: Yi Dong <yidong@nvidia.com> commit eaf6757ca5be8e099492f57c81d984429b0ad49c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 13:12:11 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit c4b86d97626ea0721bf8fb4c0a45dec5becc94c9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:10:58 2022 +0000 same as main Signed-off-by: Yi 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Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1b437ec41dc5e354453ce0a089bca0171cbcb6c2 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:43:14 2022 -0700 fix fused softmax Signed-off-by: Yi Dong <yidong@nvidia.com> commit 7813f60e05f9783af61f8c14ec1cb0c6c4f1f263 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:16:48 2022 -0700 move global step to base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 34c8a68df084b18d377e84415d9f07b2cd6673dd Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:50:11 2022 +0000 fix pipeline for eval Signed-off-by: Yi Dong <doyend@gmail.com> commit eee5d38218f26660c3ffebe9f615c850c80a1f0d Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:48:22 2022 +0000 fix for pipleline parallel Signed-off-by: Yi Dong <doyend@gmail.com> commit 323bca73e7ef6099ee79c0a2fffac7b709ed6c5d Merge: 125e49947 e3b4c4d1f Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:13 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 125e4994760448ff75dd9328395813eda1c87547 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:04 2022 +0000 add share option Signed-off-by: Yi Dong <doyend@gmail.com> commit e3b4c4d1f7346c9fa596f3cca6d4df0a9e05c368 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 11:43:48 2022 -0700 make sure consolidation works Signed-off-by: Yi Dong <yidong@nvidia.com> commit a5c833964ecf05dc460ca1da69275c4019742150 Merge: 2a07ab52d abcb74be2 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:29 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 2a07ab52d95f15ba666823028c69e23825666c05 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:23 2022 +0000 added requirement Signed-off-by: Yi Dong <doyend@gmail.com> commit 3abecd9dd1611993a87c537636abe7f7e6a9b04c Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:39:42 2022 +0000 added a simple web server Signed-off-by: Yi Dong <doyend@gmail.com> commit abcb74be2caf1cdec40eb9ba2be4dde4d45a3b4b Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 06:54:12 2022 -0700 fix empty val loss Signed-off-by: Yi Dong <yidong@nvidia.com> commit b8eb92ac4a0d665570af75e34c9ba3c2e2420c26 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 19:25:30 2022 -0700 text gen working Signed-off-by: Yi Dong <yidong@nvidia.com> commit d59f3e3f3a6fd19736d1c5706fed65a3dd4049ba Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 16:08:40 2022 -0700 first change Signed-off-by: Yi Dong <yidong@nvidia.com> commit 59d077585e6962a669b824af58f64e8a0bea6547 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 15:00:40 2022 -0700 revert Signed-off-by: Yi Dong <yidong@nvidia.com> commit 12a0f3902d99e9179403644bd951c045df716ca7 Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 4 21:26:23 2022 +0000 init imp Signed-off-by: Yi Dong <doyend@gmail.com> commit 62a15dfd943cc48be495ac61b9f2f00995775c5f Merge: 82c90d2cd e0cc6b767 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:58:26 2022 -0700 Merge branch 'main' into universal_prompt commit 82c90d2cd0fd156f16a4b899f8c741d598f33990 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:17:13 2022 -0700 add sync Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9819b703eef877d90cd1257bf3610c69de9b4d7e Author: Yi Dong <yidong@nvidia.com> Date: Sun Oct 2 17:52:34 2022 -0700 fix save model Signed-off-by: root <root@luna-0197.selene.nvidia.com> commit e4937e2fc5fb7d70754c97668416e4a69c3079fe Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 18:56:09 2022 +0000 working Signed-off-by: Yi Dong <yidong@nvidia.com> commit b73b06d1c7cf5417a6d87cb33d8ed83a57e38b7b Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 17:34:03 2022 +0000 calcuate the mask Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9db3bc13eb65a94a475b837603351da68e3745bc Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 23:26:32 2022 +0000 fix bug in datasets Signed-off-by: Yi Dong <yidong@nvidia.com> commit 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https://pre-commit.ci commit 78ba46e5d6fde1be53c08e1e30a54cce59824be0 Merge: 7d6d46742 8d670bc77 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Thu Sep 29 09:43:27 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 7d6d46742170a66758287a207d67e1b1bfd15613 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 16:42:43 2022 +0000 Removed inference step and added sentence peice check to predict step Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 20fd265acd6f7f9912cf52155fe66ccfa6b201a2 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 15:26:32 2022 +0000 fixed first stage check for pipeline parallel T5 pt Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3637be2b258c8d9028856f9971edb7da4a8121f0 Merge: a3ea722fd 986a76612 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Wed Sep 28 10:23:30 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit a3ea722fdc12fbcc5989b76ef5643a574b763bc4 Merge: 770967a52 971485ce7 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 13:35:52 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 770967a5251a474b6dcc2d44bf9a2076adbcb604 Merge: d23bf6c30 e3ac280a8 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 10:17:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit d23bf6c30acc0e3f6af9b4e24547669866a34d62 Merge: de6a31651 333d2b749 Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 10:05:16 2022 -0700 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit de6a31651e63d88a42b971794d93f18ff5a3cdff Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 17:00:53 2022 +0000 Updated PP check to be on first stage pipeline only Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 333d2b7498e6742ce66436f733c980a74616900c Merge: 592c0986a a39fc925a Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 16:11:21 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 592c0986a476a91b57b8605d7b70830d7acfa021 Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 23:08:41 2022 +0000 Fixed unused import and CI test bug Signed-off-by: Virginia Adams <vadams@nvidia.com> commit ea9cd82d85638bc60ae4ad7ef105db931c8e3455 Merge: ce4b72c8c b566c2d0e Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:25 2022 +0000 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit ce4b72c8c52f32be336e323dd78a38089edc3e7c Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:16 2022 +0000 Switch to import from base class Signed-off-by: Virginia Adams <vadams@nvidia.com> commit b566c2d0e35a068f758fd1310bc620a47be4590b Merge: 6621f2854 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(#5652) (#5664) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Port stateless timer to exp manager (#5584) * Port stateless timer to exp manager Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes and remove from all megatron code Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change message Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix EMA restart by allowing device to be set by the class init (#5668) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP (moved to separate repo) - merge to main (#5630) * Remove sdp files from tools folder Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add page to docs with new SDP location Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add interface for making amax reduction optional for FP8 (#5447) * add TE interface for making amax reduction optional Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS] add tts dict cust notebook (#5662) * add tts dict cust notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * review Signed-off-by: ekmb <ebakhturina@nvidia.com> * fixed audio links Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove old notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * fix typo Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [ASR] Audio processing base, multi-channel enhancement models (#5356) * Audio processing base model, enc-mask-dec enhancement, tests and modules Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed review comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Fixed CodeQL warnings Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments: - renamed AudioProcessingModel to AudioToAudioModel - various small modifications - updated unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed comments - Moved spectrogram to audio_preprocessing - Renamed MultichannelFeatures - Updated config and unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Expose ClusteringDiarizer device (#5681) * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add Beam Search support to ASR transcribe() (#5443) * Add support for beam decoding via high level API. 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* Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount * new structure for tts datasets in script folder Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * remove cmudict downloading Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * rename mixertts dataset, add vocoder dataset Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add libritts processing Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * update tts dataset and libritts get data Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix bugs in vocoder ds Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add ds * changed vits yaml * rm yaml * fix yaml and model * Added scaler * refactored yaml * managed to run in fp16 * refactoring Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix small bugs and add new todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix optimizers Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * Port Variational Inference with Adversarial Learning (VITS) to NeMo TTS (#6) * Add vits files Add vits_losses.py, vits_modules.py and vits.py. * Move non-vits models to modules * Add vits.yaml * Add _loader to vits.py * Add basic template for vits * Update vits.yaml with vits parameters * Remove extra space * Add top level training script * Add some variables to vits yaml * Add forward and training methods * Fix imports * Added validation step * Log training losses * Update loss calls to use class attributes * Add VITS to models list * Fix all imports * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Fix imports for VITS * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Add parameters from original VITS config * Fix config file * Fix imports and generate spec from audio * Fix incorrect dimensions * Progress update * Fix loss * Fix cuda thing * Fix monotonic align import * Fix typos in vits.py * Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount Co-authored-by: martynwei <martyn.wei@gmail.com> Co-authored-by: Ryan Hong <66425733+rhong99@users.noreply.github.com> Co-authored-by: richa.ren@mail.utoronto.ca <richa.ren@mail.utoronto.ca> Co-authored-by: Jason <jasoli@nvidia.com> Signed-off-by: Jason <jasoli@nvidia.com> * make new commit Signed-off-by: Jason <jasoli@nvidia.com> * add copyright headers Signed-off-by: Jason <jasoli@nvidia.com> * style Signed-off-by: Jason <jasoli@nvidia.com> * rename README Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix style without vits_modules Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add numba code, fix style and add todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * small fix * fix some todos * added numba mas * added DDP sampler * specified versions * fixed for new librosa version * added feature loss * added IPA phonemizer * refactored IPA g2p * added vits losses * some ref * fix * added checkpointing * cp * cfg * merged some 1.8.0 fixes * plt fix * fix logging * fix checkpoint loading * refactored inference * fp32 run * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * new exp * update branch Signed-off-by: ericharper <complex451@gmail.com> * Restored tests previously disabled for 22.03 base (#4109) Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * add augmentation to label models (#4113) * add augmentation to label models Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * duration fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Call register_bert_model after assigning self.bert_model variable (#4116) Signed-off-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> Co-authored-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> * Tutorial on ITN with Thutmose tagger and small fixes (#4117) * 1. Add tutorial. 2. Move a function to fix import in tutorial. 3. 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Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix typo (#4140) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Fix/punctuation avoid overwritting tmp files (#4144) * Add draft of fixing tmp files overwritting Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Use built-in tempfile library Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix code style Signed-off-by: PeganovAnton <peganoff2@mail.ru> * bug_fix_diarization_manifest_creation (#4125) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * WaveGlow input type fixes (#4151) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * Thutmose tagger bug fixes (#4162) * add pretrained ngc model, small fixes Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model 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* switched to cosineLR * refactored data classes for vits * some fixes * fixed import * changeg train loop * fixed scheduler bug * refactoring for exps * Refactored loss logic * Ref for exps * added coqui stuff * exps * bugfix * added side file * bugfix * reverted * fixed sampler behaviour * updated for ptl 1.7.2 * refactored dataloader func * some cleaning * reverted to vanilla loss * modified for pickling * added dataset class * fixed torch version * added autocast for fp training * removed coqui files * 'Fixed tokenizer' * Fix tokenizer * update branch Signed-off-by: ericharper <complex451@gmail.com> * Fix link to inference notebook (#5247) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update ASR scores table (#5254) Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> * Fix links to speaker identification notebook (#5260) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: 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Rastorgueva <erastorgueva@nvidia.com> * Fix typo Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Clarify that YAML file is config file in README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove unused imports Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP docs for now Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove links to docs in SDP README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: Igor Gitman <igitman@nvidia.com> * [Bugfix] Added rm -f / wget- nc command in multispeaker sim notebook to r1.13.0 (#5375) * Fix minor error in notebook Signed-off-by: Taejin Park <tango4j@gmail.com> * changed branch name in tutorial notebook Signed-off-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Taejin Park <tango4j@gmail.com> * Rename Speech 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see https://pre-commit.ci Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix args (#5410) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * bugfix * import tests * Add temporary fix for CUDA issue in Dockerfile (#5421) Signed-off-by: Yu Yao <yuya@nvidia.com> Signed-off-by: Yu Yao <yuya@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David 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Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Revert "Add temporary fix for CUDA issue in Dockerfile (#5421)" (#5431) This reverts commit 0718b17. * Revert workaround for T5 that sets number of workers to 0 & sync_batch_comm=False (#5420) * Revert workers workaround Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix in config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev 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35b424044fe80c3081e7756ab21244f701716f7e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 08:04:49 2022 -0700 get rid of base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 2955210e2311791543538cfbb5ad26b79414c954 Merge: d52edef8c eaf6757ca Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:17:02 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit d52edef8cd7b36593838fb270047e80f8ccb652e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:16:24 2022 +0000 align with main Signed-off-by: Yi Dong <yidong@nvidia.com> commit eaf6757ca5be8e099492f57c81d984429b0ad49c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 13:12:11 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit c4b86d97626ea0721bf8fb4c0a45dec5becc94c9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:10:58 2022 +0000 same as main Signed-off-by: Yi Dong <yidong@nvidia.com> commit e335de51bcc0d681c58b568c3d8c238bc5687c3b Merge: c231086e0 4463a9fe9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:08:09 2022 +0000 Merge branch 'main' into universal_prompt commit c231086e057f1efaa915f691d84664cb3d5aad85 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 19:59:12 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 6a821a4b49a23dd3408a706a2a3dd393149b0bb1 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:56:17 2022 +0000 default to pad Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9d908e39fef1beed9ba2da4d1a6806161eb7ef25 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:55:44 2022 +0000 add the option to pad the tokens Signed-off-by: Yi Dong <yidong@nvidia.com> commit 876dc395b43fdeeaa2bcbbe13c76523633764c33 Merge: fbb0f4035 fe3c77ee9 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:20:47 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit fe3c77ee93ab6cf3ea152db68cb6beefcac2a392 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 18:59:49 2022 +0000 fix import again Signed-off-by: Yi Dong <yidong@nvidia.com> commit fbb0f4035c6cd6bfefed50a20605503de8c1dccb Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 16:00:24 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 372ca8c0d7988f2339b15888dc72aa21f4fb6937 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 15:58:32 2022 +0000 enable server Signed-off-by: Yi Dong <yidong@nvidia.com> commit cbe05d9fbc978f812cfbb671f45f147f300713c4 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:07:28 2022 +0000 fix comment error Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1948048922e726ec6131e44b1a745389f18d4ef2 Merge: 232c2cce3 984f5c09a Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:05:30 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 232c2cce34d7a8b902da406706f3dd9b39475091 Merge: 34c8a68df 658243fb6 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 12:50:00 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 984f5c09a6dbf1d1fb5aa30ed9b0df188e66a50f Merge: 658243fb6 3fda5de46 Author: Yi Dong <43824965+yidong72@users.noreply.github.com> Date: Wed Oct 12 08:42:11 2022 -0400 Merge branch 'main' into fix_global_init commit 658243fb6580191b5d60edd30cde16dcc23cbb85 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 12 12:40:57 2022 +0000 fix import error Signed-off-by: Yi Dong <doyend@gmail.com> commit 8e0fe1cad05ec288ec122b3cd0e139a96872e08c Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 11 22:44:12 2022 +0000 update the fused kernel Signed-off-by: Yi Dong <doyend@gmail.com> commit 536cf6bef9447b75843fad630729c47a2fba35f3 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:44:52 2022 -0700 add the missing file Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1b437ec41dc5e354453ce0a089bca0171cbcb6c2 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:43:14 2022 -0700 fix fused softmax Signed-off-by: Yi Dong <yidong@nvidia.com> commit 7813f60e05f9783af61f8c14ec1cb0c6c4f1f263 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:16:48 2022 -0700 move global step to base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 34c8a68df084b18d377e84415d9f07b2cd6673dd Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:50:11 2022 +0000 fix pipeline for eval Signed-off-by: Yi Dong <doyend@gmail.com> commit eee5d38218f26660c3ffebe9f615c850c80a1f0d Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:48:22 2022 +0000 fix for pipleline parallel Signed-off-by: Yi Dong <doyend@gmail.com> commit 323bca73e7ef6099ee79c0a2fffac7b709ed6c5d Merge: 125e49947 e3b4c4d1f Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:13 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 125e4994760448ff75dd9328395813eda1c87547 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:04 2022 +0000 add share option Signed-off-by: Yi Dong <doyend@gmail.com> commit e3b4c4d1f7346c9fa596f3cca6d4df0a9e05c368 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 11:43:48 2022 -0700 make sure consolidation works Signed-off-by: Yi Dong <yidong@nvidia.com> commit a5c833964ecf05dc460ca1da69275c4019742150 Merge: 2a07ab52d abcb74be2 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:29 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 2a07ab52d95f15ba666823028c69e23825666c05 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:23 2022 +0000 added requirement Signed-off-by: Yi Dong <doyend@gmail.com> commit 3abecd9dd1611993a87c537636abe7f7e6a9b04c Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:39:42 2022 +0000 added a simple web server Signed-off-by: Yi Dong <doyend@gmail.com> commit abcb74be2caf1cdec40eb9ba2be4dde4d45a3b4b Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 06:54:12 2022 -0700 fix empty val loss Signed-off-by: Yi Dong <yidong@nvidia.com> commit b8eb92ac4a0d665570af75e34c9ba3c2e2420c26 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 19:25:30 2022 -0700 text gen working Signed-off-by: Yi Dong <yidong@nvidia.com> commit d59f3e3f3a6fd19736d1c5706fed65a3dd4049ba Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 16:08:40 2022 -0700 first change Signed-off-by: Yi Dong <yidong@nvidia.com> commit 59d077585e6962a669b824af58f64e8a0bea6547 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 15:00:40 2022 -0700 revert Signed-off-by: Yi Dong <yidong@nvidia.com> commit 12a0f3902d99e9179403644bd951c045df716ca7 Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 4 21:26:23 2022 +0000 init imp Signed-off-by: Yi Dong <doyend@gmail.com> commit 62a15dfd943cc48be495ac61b9f2f00995775c5f Merge: 82c90d2cd e0cc6b767 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:58:26 2022 -0700 Merge branch 'main' into universal_prompt commit 82c90d2cd0fd156f16a4b899f8c741d598f33990 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:17:13 2022 -0700 add sync Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9819b703eef877d90cd1257bf3610c69de9b4d7e Author: Yi Dong <yidong@nvidia.com> Date: Sun Oct 2 17:52:34 2022 -0700 fix save model Signed-off-by: root <root@luna-0197.selene.nvidia.com> commit e4937e2fc5fb7d70754c97668416e4a69c3079fe Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 18:56:09 2022 +0000 working Signed-off-by: Yi Dong <yidong@nvidia.com> commit b73b06d1c7cf5417a6d87cb33d8ed83a57e38b7b Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 17:34:03 2022 +0000 calcuate the mask Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9db3bc13eb65a94a475b837603351da68e3745bc Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 23:26:32 2022 +0000 fix bug in datasets Signed-off-by: Yi Dong <yidong@nvidia.com> commit 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https://pre-commit.ci commit 78ba46e5d6fde1be53c08e1e30a54cce59824be0 Merge: 7d6d46742 8d670bc77 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Thu Sep 29 09:43:27 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 7d6d46742170a66758287a207d67e1b1bfd15613 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 16:42:43 2022 +0000 Removed inference step and added sentence peice check to predict step Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 20fd265acd6f7f9912cf52155fe66ccfa6b201a2 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 15:26:32 2022 +0000 fixed first stage check for pipeline parallel T5 pt Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3637be2b258c8d9028856f9971edb7da4a8121f0 Merge: a3ea722fd 986a76612 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Wed Sep 28 10:23:30 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit a3ea722fdc12fbcc5989b76ef5643a574b763bc4 Merge: 770967a52 971485ce7 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 13:35:52 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 770967a5251a474b6dcc2d44bf9a2076adbcb604 Merge: d23bf6c30 e3ac280a8 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 10:17:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit d23bf6c30acc0e3f6af9b4e24547669866a34d62 Merge: de6a31651 333d2b749 Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 10:05:16 2022 -0700 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit de6a31651e63d88a42b971794d93f18ff5a3cdff Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 17:00:53 2022 +0000 Updated PP check to be on first stage pipeline only Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 333d2b7498e6742ce66436f733c980a74616900c Merge: 592c0986a a39fc925a Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 16:11:21 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 592c0986a476a91b57b8605d7b70830d7acfa021 Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 23:08:41 2022 +0000 Fixed unused import and CI test bug Signed-off-by: Virginia Adams <vadams@nvidia.com> commit ea9cd82d85638bc60ae4ad7ef105db931c8e3455 Merge: ce4b72c8c b566c2d0e Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:25 2022 +0000 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit ce4b72c8c52f32be336e323dd78a38089edc3e7c Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:16 2022 +0000 Switch to import from base class Signed-off-by: Virginia Adams <vadams@nvidia.com> commit b566c2d0e35a068f758fd1310bc620a47be4590b Merge: 6621f2854 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(#5652) (#5664) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Port stateless timer to exp manager (#5584) * Port stateless timer to exp manager Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes and remove from all megatron code Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change message Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix EMA restart by allowing device to be set by the class init (#5668) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP (moved to separate repo) - merge to main (#5630) * Remove sdp files from tools folder Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add page to docs with new SDP location Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add interface for making amax reduction optional for FP8 (#5447) * add TE interface for making amax reduction optional Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS] add tts dict cust notebook (#5662) * add tts dict cust notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * review Signed-off-by: ekmb <ebakhturina@nvidia.com> * fixed audio links Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove old notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * fix typo Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [ASR] Audio processing base, multi-channel enhancement models (#5356) * Audio processing base model, enc-mask-dec enhancement, tests and modules Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed review comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Fixed CodeQL warnings Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments: - renamed AudioProcessingModel to AudioToAudioModel - various small modifications - updated unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed comments - Moved spectrogram to audio_preprocessing - Renamed MultichannelFeatures - Updated config and unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Expose ClusteringDiarizer device (#5681) * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add Beam Search support to ASR transcribe() (#5443) * Add support for beam decoding via high level API. 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* Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount * new structure for tts datasets in script folder Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * remove cmudict downloading Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * rename mixertts dataset, add vocoder dataset Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add libritts processing Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * update tts dataset and libritts get data Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix bugs in vocoder ds Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add ds * changed vits yaml * rm yaml * fix yaml and model * Added scaler * refactored yaml * managed to run in fp16 * refactoring Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix small bugs and add new todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix optimizers Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * Port Variational Inference with Adversarial Learning (VITS) to NeMo TTS (NVIDIA#6) * Add vits files Add vits_losses.py, vits_modules.py and vits.py. * Move non-vits models to modules * Add vits.yaml * Add _loader to vits.py * Add basic template for vits * Update vits.yaml with vits parameters * Remove extra space * Add top level training script * Add some variables to vits yaml * Add forward and training methods * Fix imports * Added validation step * Log training losses * Update loss calls to use class attributes * Add VITS to models list * Fix all imports * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Fix imports for VITS * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Add parameters from original VITS config * Fix config file * Fix imports and generate spec from audio * Fix incorrect dimensions * Progress update * Fix loss * Fix cuda thing * Fix monotonic align import * Fix typos in vits.py * Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount Co-authored-by: martynwei <martyn.wei@gmail.com> Co-authored-by: Ryan Hong <66425733+rhong99@users.noreply.github.com> Co-authored-by: richa.ren@mail.utoronto.ca <richa.ren@mail.utoronto.ca> Co-authored-by: Jason <jasoli@nvidia.com> Signed-off-by: Jason <jasoli@nvidia.com> * make new commit Signed-off-by: Jason <jasoli@nvidia.com> * add copyright headers Signed-off-by: Jason <jasoli@nvidia.com> * style Signed-off-by: Jason <jasoli@nvidia.com> * rename README Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix style without vits_modules Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add numba code, fix style and add todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * small fix * fix some todos * added numba mas * added DDP sampler * specified versions * fixed for new librosa version * added feature loss * added IPA phonemizer * refactored IPA g2p * added vits losses * some ref * fix * added checkpointing * cp * cfg * merged some 1.8.0 fixes * plt fix * fix logging * fix checkpoint loading * refactored inference * fp32 run * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * new exp * update branch Signed-off-by: ericharper <complex451@gmail.com> * Restored tests previously disabled for 22.03 base (NVIDIA#4109) Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * add augmentation to label models (NVIDIA#4113) * add augmentation to label models Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * duration fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Call register_bert_model after assigning self.bert_model variable (NVIDIA#4116) Signed-off-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> Co-authored-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> * Tutorial on ITN with Thutmose tagger and small fixes (NVIDIA#4117) * 1. Add tutorial. 2. Move a function to fix import in tutorial. 3. 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<ebakhturina@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (NVIDIA#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix typo (NVIDIA#4140) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Fix/punctuation 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<emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (NVIDIA#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * WaveGlow input type fixes (NVIDIA#4151) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * notebooks' link, typo and import fix (NVIDIA#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * Thutmose tagger bug fixes (NVIDIA#4162) * add pretrained ngc model, small fixes Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location 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<66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * disable pc test (NVIDIA#5426) Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> * Fix GPT generation when using sentencepiece tokenizer (NVIDIA#5413) * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Disable sync_batch_comm in validation_step for GPT (NVIDIA#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error 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35b424044fe80c3081e7756ab21244f701716f7e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 08:04:49 2022 -0700 get rid of base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 2955210e2311791543538cfbb5ad26b79414c954 Merge: d52edef8c eaf6757ca Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:17:02 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit d52edef8cd7b36593838fb270047e80f8ccb652e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:16:24 2022 +0000 align with main Signed-off-by: Yi Dong <yidong@nvidia.com> commit eaf6757ca5be8e099492f57c81d984429b0ad49c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 13:12:11 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit c4b86d97626ea0721bf8fb4c0a45dec5becc94c9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:10:58 2022 +0000 same as main Signed-off-by: Yi 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Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1b437ec41dc5e354453ce0a089bca0171cbcb6c2 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:43:14 2022 -0700 fix fused softmax Signed-off-by: Yi Dong <yidong@nvidia.com> commit 7813f60e05f9783af61f8c14ec1cb0c6c4f1f263 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:16:48 2022 -0700 move global step to base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 34c8a68df084b18d377e84415d9f07b2cd6673dd Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:50:11 2022 +0000 fix pipeline for eval Signed-off-by: Yi Dong <doyend@gmail.com> commit eee5d38218f26660c3ffebe9f615c850c80a1f0d Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:48:22 2022 +0000 fix for pipleline parallel Signed-off-by: Yi Dong <doyend@gmail.com> commit 323bca73e7ef6099ee79c0a2fffac7b709ed6c5d Merge: 125e49947 e3b4c4d1f Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:13 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 125e4994760448ff75dd9328395813eda1c87547 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:04 2022 +0000 add share option Signed-off-by: Yi Dong <doyend@gmail.com> commit e3b4c4d1f7346c9fa596f3cca6d4df0a9e05c368 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 11:43:48 2022 -0700 make sure consolidation works Signed-off-by: Yi Dong <yidong@nvidia.com> commit a5c833964ecf05dc460ca1da69275c4019742150 Merge: 2a07ab52d abcb74be2 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:29 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 2a07ab52d95f15ba666823028c69e23825666c05 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:23 2022 +0000 added requirement Signed-off-by: Yi Dong <doyend@gmail.com> commit 3abecd9dd1611993a87c537636abe7f7e6a9b04c Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:39:42 2022 +0000 added a simple web server Signed-off-by: Yi Dong <doyend@gmail.com> commit abcb74be2caf1cdec40eb9ba2be4dde4d45a3b4b Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 06:54:12 2022 -0700 fix empty val loss Signed-off-by: Yi Dong <yidong@nvidia.com> commit b8eb92ac4a0d665570af75e34c9ba3c2e2420c26 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 19:25:30 2022 -0700 text gen working Signed-off-by: Yi Dong <yidong@nvidia.com> commit d59f3e3f3a6fd19736d1c5706fed65a3dd4049ba Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 16:08:40 2022 -0700 first change Signed-off-by: Yi Dong <yidong@nvidia.com> commit 59d077585e6962a669b824af58f64e8a0bea6547 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 15:00:40 2022 -0700 revert Signed-off-by: Yi Dong <yidong@nvidia.com> commit 12a0f3902d99e9179403644bd951c045df716ca7 Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 4 21:26:23 2022 +0000 init imp Signed-off-by: Yi Dong <doyend@gmail.com> commit 62a15dfd943cc48be495ac61b9f2f00995775c5f Merge: 82c90d2cd e0cc6b767 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:58:26 2022 -0700 Merge branch 'main' into universal_prompt commit 82c90d2cd0fd156f16a4b899f8c741d598f33990 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:17:13 2022 -0700 add sync Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9819b703eef877d90cd1257bf3610c69de9b4d7e Author: Yi Dong <yidong@nvidia.com> Date: Sun Oct 2 17:52:34 2022 -0700 fix save model Signed-off-by: root <root@luna-0197.selene.nvidia.com> commit e4937e2fc5fb7d70754c97668416e4a69c3079fe Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 18:56:09 2022 +0000 working Signed-off-by: Yi Dong <yidong@nvidia.com> commit b73b06d1c7cf5417a6d87cb33d8ed83a57e38b7b Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 17:34:03 2022 +0000 calcuate the mask Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9db3bc13eb65a94a475b837603351da68e3745bc Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 23:26:32 2022 +0000 fix bug in datasets Signed-off-by: Yi Dong <yidong@nvidia.com> commit 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https://pre-commit.ci commit 78ba46e5d6fde1be53c08e1e30a54cce59824be0 Merge: 7d6d46742 8d670bc77 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Thu Sep 29 09:43:27 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 7d6d46742170a66758287a207d67e1b1bfd15613 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 16:42:43 2022 +0000 Removed inference step and added sentence peice check to predict step Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 20fd265acd6f7f9912cf52155fe66ccfa6b201a2 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 15:26:32 2022 +0000 fixed first stage check for pipeline parallel T5 pt Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3637be2b258c8d9028856f9971edb7da4a8121f0 Merge: a3ea722fd 986a76612 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Wed Sep 28 10:23:30 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit a3ea722fdc12fbcc5989b76ef5643a574b763bc4 Merge: 770967a52 971485ce7 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 13:35:52 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 770967a5251a474b6dcc2d44bf9a2076adbcb604 Merge: d23bf6c30 e3ac280a8 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 10:17:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit d23bf6c30acc0e3f6af9b4e24547669866a34d62 Merge: de6a31651 333d2b749 Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 10:05:16 2022 -0700 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit de6a31651e63d88a42b971794d93f18ff5a3cdff Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 17:00:53 2022 +0000 Updated PP check to be on first stage pipeline only Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 333d2b7498e6742ce66436f733c980a74616900c Merge: 592c0986a a39fc925a Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 16:11:21 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 592c0986a476a91b57b8605d7b70830d7acfa021 Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 23:08:41 2022 +0000 Fixed unused import and CI test bug Signed-off-by: Virginia Adams <vadams@nvidia.com> commit ea9cd82d85638bc60ae4ad7ef105db931c8e3455 Merge: ce4b72c8c b566c2d0e Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:25 2022 +0000 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit ce4b72c8c52f32be336e323dd78a38089edc3e7c Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:16 2022 +0000 Switch to import from base class Signed-off-by: Virginia Adams <vadams@nvidia.com> commit b566c2d0e35a068f758fd1310bc620a47be4590b Merge: 6621f2854 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(#5652) (#5664) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Port stateless timer to exp manager (#5584) * Port stateless timer to exp manager Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes and remove from all megatron code Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change message Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix EMA restart by allowing device to be set by the class init (#5668) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP (moved to separate repo) - merge to main (#5630) * Remove sdp files from tools folder Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add page to docs with new SDP location Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add interface for making amax reduction optional for FP8 (#5447) * add TE interface for making amax reduction optional Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS] add tts dict cust notebook (#5662) * add tts dict cust notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * review Signed-off-by: ekmb <ebakhturina@nvidia.com> * fixed audio links Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove old notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * fix typo Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [ASR] Audio processing base, multi-channel enhancement models (#5356) * Audio processing base model, enc-mask-dec enhancement, tests and modules Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed review comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Fixed CodeQL warnings Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments: - renamed AudioProcessingModel to AudioToAudioModel - various small modifications - updated unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed comments - Moved spectrogram to audio_preprocessing - Renamed MultichannelFeatures - Updated config and unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Expose ClusteringDiarizer device (#5681) * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add Beam Search support to ASR transcribe() (#5443) * Add support for beam decoding via high level API. 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* Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount * new structure for tts datasets in script folder Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * remove cmudict downloading Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * rename mixertts dataset, add vocoder dataset Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add libritts processing Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * update tts dataset and libritts get data Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix bugs in vocoder ds Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add ds * changed vits yaml * rm yaml * fix yaml and model * Added scaler * refactored yaml * managed to run in fp16 * refactoring Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix small bugs and add new todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix optimizers Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * Port Variational Inference with Adversarial Learning (VITS) to NeMo TTS (#6) * Add vits files Add vits_losses.py, vits_modules.py and vits.py. * Move non-vits models to modules * Add vits.yaml * Add _loader to vits.py * Add basic template for vits * Update vits.yaml with vits parameters * Remove extra space * Add top level training script * Add some variables to vits yaml * Add forward and training methods * Fix imports * Added validation step * Log training losses * Update loss calls to use class attributes * Add VITS to models list * Fix all imports * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Fix imports for VITS * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Add parameters from original VITS config * Fix config file * Fix imports and generate spec from audio * Fix incorrect dimensions * Progress update * Fix loss * Fix cuda thing * Fix monotonic align import * Fix typos in vits.py * Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount Co-authored-by: martynwei <martyn.wei@gmail.com> Co-authored-by: Ryan Hong <66425733+rhong99@users.noreply.github.com> Co-authored-by: richa.ren@mail.utoronto.ca <richa.ren@mail.utoronto.ca> Co-authored-by: Jason <jasoli@nvidia.com> Signed-off-by: Jason <jasoli@nvidia.com> * make new commit Signed-off-by: Jason <jasoli@nvidia.com> * add copyright headers Signed-off-by: Jason <jasoli@nvidia.com> * style Signed-off-by: Jason <jasoli@nvidia.com> * rename README Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix style without vits_modules Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add numba code, fix style and add todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * small fix * fix some todos * added numba mas * added DDP sampler * specified versions * fixed for new librosa version * added feature loss * added IPA phonemizer * refactored IPA g2p * added vits losses * some ref * fix * added checkpointing * cp * cfg * merged some 1.8.0 fixes * plt fix * fix logging * fix checkpoint loading * refactored inference * fp32 run * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * new exp * update branch Signed-off-by: ericharper <complex451@gmail.com> * Restored tests previously disabled for 22.03 base (#4109) Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * add augmentation to label models (#4113) * add augmentation to label models Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * duration fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Call register_bert_model after assigning self.bert_model variable (#4116) Signed-off-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> Co-authored-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> * Tutorial on ITN with Thutmose tagger and small fixes (#4117) * 1. Add tutorial. 2. Move a function to fix import in tutorial. 3. 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Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix typo (#4140) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Fix/punctuation avoid overwritting tmp files (#4144) * Add draft of fixing tmp files overwritting Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Use built-in tempfile library Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix code style Signed-off-by: PeganovAnton <peganoff2@mail.ru> * bug_fix_diarization_manifest_creation (#4125) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * WaveGlow input type fixes (#4151) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * Thutmose tagger bug fixes (#4162) * add pretrained ngc model, small fixes Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model 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* switched to cosineLR * refactored data classes for vits * some fixes * fixed import * changeg train loop * fixed scheduler bug * refactoring for exps * Refactored loss logic * Ref for exps * added coqui stuff * exps * bugfix * added side file * bugfix * reverted * fixed sampler behaviour * updated for ptl 1.7.2 * refactored dataloader func * some cleaning * reverted to vanilla loss * modified for pickling * added dataset class * fixed torch version * added autocast for fp training * removed coqui files * 'Fixed tokenizer' * Fix tokenizer * update branch Signed-off-by: ericharper <complex451@gmail.com> * Fix link to inference notebook (#5247) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update ASR scores table (#5254) Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> * Fix links to speaker identification notebook (#5260) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: 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Rastorgueva <erastorgueva@nvidia.com> * Fix typo Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Clarify that YAML file is config file in README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove unused imports Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP docs for now Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove links to docs in SDP README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: Igor Gitman <igitman@nvidia.com> * [Bugfix] Added rm -f / wget- nc command in multispeaker sim notebook to r1.13.0 (#5375) * Fix minor error in notebook Signed-off-by: Taejin Park <tango4j@gmail.com> * changed branch name in tutorial notebook Signed-off-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Taejin Park <tango4j@gmail.com> * Rename Speech 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see https://pre-commit.ci Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix args (#5410) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * bugfix * import tests * Add temporary fix for CUDA issue in Dockerfile (#5421) Signed-off-by: Yu Yao <yuya@nvidia.com> Signed-off-by: Yu Yao <yuya@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David 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Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Revert "Add temporary fix for CUDA issue in Dockerfile (#5421)" (#5431) This reverts commit 0718b17. * Revert workaround for T5 that sets number of workers to 0 & sync_batch_comm=False (#5420) * Revert workers workaround Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix in config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev 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Dong <yidong@nvidia.com> commit e335de51bcc0d681c58b568c3d8c238bc5687c3b Merge: c231086e0 4463a9fe9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:08:09 2022 +0000 Merge branch 'main' into universal_prompt commit c231086e057f1efaa915f691d84664cb3d5aad85 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 19:59:12 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 6a821a4b49a23dd3408a706a2a3dd393149b0bb1 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:56:17 2022 +0000 default to pad Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9d908e39fef1beed9ba2da4d1a6806161eb7ef25 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:55:44 2022 +0000 add the option to pad the tokens Signed-off-by: Yi Dong <yidong@nvidia.com> commit 876dc395b43fdeeaa2bcbbe13c76523633764c33 Merge: fbb0f4035 fe3c77ee9 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:20:47 2022 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13:05:30 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 232c2cce34d7a8b902da406706f3dd9b39475091 Merge: 34c8a68df 658243fb6 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 12:50:00 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 984f5c09a6dbf1d1fb5aa30ed9b0df188e66a50f Merge: 658243fb6 3fda5de46 Author: Yi Dong <43824965+yidong72@users.noreply.github.com> Date: Wed Oct 12 08:42:11 2022 -0400 Merge branch 'main' into fix_global_init commit 658243fb6580191b5d60edd30cde16dcc23cbb85 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 12 12:40:57 2022 +0000 fix import error Signed-off-by: Yi Dong <doyend@gmail.com> commit 8e0fe1cad05ec288ec122b3cd0e139a96872e08c Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 11 22:44:12 2022 +0000 update the fused kernel Signed-off-by: Yi Dong <doyend@gmail.com> commit 536cf6bef9447b75843fad630729c47a2fba35f3 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:44:52 2022 -0700 add the missing file Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1b437ec41dc5e354453ce0a089bca0171cbcb6c2 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:43:14 2022 -0700 fix fused softmax Signed-off-by: Yi Dong <yidong@nvidia.com> commit 7813f60e05f9783af61f8c14ec1cb0c6c4f1f263 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:16:48 2022 -0700 move global step to base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 34c8a68df084b18d377e84415d9f07b2cd6673dd Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:50:11 2022 +0000 fix pipeline for eval Signed-off-by: Yi Dong <doyend@gmail.com> commit eee5d38218f26660c3ffebe9f615c850c80a1f0d Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:48:22 2022 +0000 fix for pipleline parallel Signed-off-by: Yi Dong <doyend@gmail.com> commit 323bca73e7ef6099ee79c0a2fffac7b709ed6c5d Merge: 125e49947 e3b4c4d1f Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:13 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 125e4994760448ff75dd9328395813eda1c87547 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:04 2022 +0000 add share option Signed-off-by: Yi Dong <doyend@gmail.com> commit e3b4c4d1f7346c9fa596f3cca6d4df0a9e05c368 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 11:43:48 2022 -0700 make sure consolidation works Signed-off-by: Yi Dong <yidong@nvidia.com> commit a5c833964ecf05dc460ca1da69275c4019742150 Merge: 2a07ab52d abcb74be2 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:29 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 2a07ab52d95f15ba666823028c69e23825666c05 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:23 2022 +0000 added requirement Signed-off-by: Yi Dong <doyend@gmail.com> commit 3abecd9dd1611993a87c537636abe7f7e6a9b04c Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:39:42 2022 +0000 added a simple web server Signed-off-by: Yi Dong <doyend@gmail.com> commit abcb74be2caf1cdec40eb9ba2be4dde4d45a3b4b Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 06:54:12 2022 -0700 fix empty val loss Signed-off-by: Yi Dong <yidong@nvidia.com> commit b8eb92ac4a0d665570af75e34c9ba3c2e2420c26 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 19:25:30 2022 -0700 text gen working Signed-off-by: Yi Dong <yidong@nvidia.com> commit d59f3e3f3a6fd19736d1c5706fed65a3dd4049ba Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 16:08:40 2022 -0700 first change Signed-off-by: Yi Dong <yidong@nvidia.com> commit 59d077585e6962a669b824af58f64e8a0bea6547 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 15:00:40 2022 -0700 revert Signed-off-by: Yi Dong <yidong@nvidia.com> commit 12a0f3902d99e9179403644bd951c045df716ca7 Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 4 21:26:23 2022 +0000 init imp Signed-off-by: Yi Dong <doyend@gmail.com> commit 62a15dfd943cc48be495ac61b9f2f00995775c5f Merge: 82c90d2cd e0cc6b767 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:58:26 2022 -0700 Merge branch 'main' into universal_prompt commit 82c90d2cd0fd156f16a4b899f8c741d598f33990 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:17:13 2022 -0700 add sync Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9819b703eef877d90cd1257bf3610c69de9b4d7e Author: Yi Dong <yidong@nvidia.com> Date: Sun Oct 2 17:52:34 2022 -0700 fix save model Signed-off-by: root <root@luna-0197.selene.nvidia.com> commit e4937e2fc5fb7d70754c97668416e4a69c3079fe Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 18:56:09 2022 +0000 working Signed-off-by: Yi Dong <yidong@nvidia.com> commit b73b06d1c7cf5417a6d87cb33d8ed83a57e38b7b Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 17:34:03 2022 +0000 calcuate the mask Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9db3bc13eb65a94a475b837603351da68e3745bc Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 23:26:32 2022 +0000 fix bug in datasets Signed-off-by: Yi Dong <yidong@nvidia.com> commit 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https://pre-commit.ci commit 78ba46e5d6fde1be53c08e1e30a54cce59824be0 Merge: 7d6d46742 8d670bc77 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Thu Sep 29 09:43:27 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 7d6d46742170a66758287a207d67e1b1bfd15613 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 16:42:43 2022 +0000 Removed inference step and added sentence peice check to predict step Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 20fd265acd6f7f9912cf52155fe66ccfa6b201a2 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 15:26:32 2022 +0000 fixed first stage check for pipeline parallel T5 pt Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3637be2b258c8d9028856f9971edb7da4a8121f0 Merge: a3ea722fd 986a76612 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Wed Sep 28 10:23:30 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit a3ea722fdc12fbcc5989b76ef5643a574b763bc4 Merge: 770967a52 971485ce7 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 13:35:52 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 770967a5251a474b6dcc2d44bf9a2076adbcb604 Merge: d23bf6c30 e3ac280a8 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 10:17:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit d23bf6c30acc0e3f6af9b4e24547669866a34d62 Merge: de6a31651 333d2b749 Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 10:05:16 2022 -0700 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit de6a31651e63d88a42b971794d93f18ff5a3cdff Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 17:00:53 2022 +0000 Updated PP check to be on first stage pipeline only Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 333d2b7498e6742ce66436f733c980a74616900c Merge: 592c0986a a39fc925a Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 16:11:21 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 592c0986a476a91b57b8605d7b70830d7acfa021 Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 23:08:41 2022 +0000 Fixed unused import and CI test bug Signed-off-by: Virginia Adams <vadams@nvidia.com> commit ea9cd82d85638bc60ae4ad7ef105db931c8e3455 Merge: ce4b72c8c b566c2d0e Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:25 2022 +0000 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit ce4b72c8c52f32be336e323dd78a38089edc3e7c Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:16 2022 +0000 Switch to import from base class Signed-off-by: Virginia Adams <vadams@nvidia.com> commit b566c2d0e35a068f758fd1310bc620a47be4590b Merge: 6621f2854 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(#5652) (#5664) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Port stateless timer to exp manager (#5584) * Port stateless timer to exp manager Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes and remove from all megatron code Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change message Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix EMA restart by allowing device to be set by the class init (#5668) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP (moved to separate repo) - merge to main (#5630) * Remove sdp files from tools folder Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add page to docs with new SDP location Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add interface for making amax reduction optional for FP8 (#5447) * add TE interface for making amax reduction optional Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS] add tts …

* Merge r1.13.0 main (#5570) * update branch Signed-off-by: ericharper <complex451@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * Disable sync_batch_comm in validation_step for GPT (#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Radtts 1.13 (#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (#5358) * [TTS] add CI test for RADTTS training recipe. 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Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * export_utils bugfix (#5480) * updated export_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Export fixes for Riva (#5496) * Export fixes for Riva Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleaning up training_utils Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * 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https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> 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35b424044fe80c3081e7756ab21244f701716f7e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 08:04:49 2022 -0700 get rid of base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 2955210e2311791543538cfbb5ad26b79414c954 Merge: d52edef8c eaf6757ca Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:17:02 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit d52edef8cd7b36593838fb270047e80f8ccb652e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:16:24 2022 +0000 align with main Signed-off-by: Yi Dong <yidong@nvidia.com> commit eaf6757ca5be8e099492f57c81d984429b0ad49c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 13:12:11 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit c4b86d97626ea0721bf8fb4c0a45dec5becc94c9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:10:58 2022 +0000 same as main Signed-off-by: Yi Dong <yidong@nvidia.com> commit e335de51bcc0d681c58b568c3d8c238bc5687c3b Merge: c231086e0 4463a9fe9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:08:09 2022 +0000 Merge branch 'main' into universal_prompt commit c231086e057f1efaa915f691d84664cb3d5aad85 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 19:59:12 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 6a821a4b49a23dd3408a706a2a3dd393149b0bb1 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:56:17 2022 +0000 default to pad Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9d908e39fef1beed9ba2da4d1a6806161eb7ef25 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:55:44 2022 +0000 add the option to pad the tokens Signed-off-by: Yi Dong <yidong@nvidia.com> commit 876dc395b43fdeeaa2bcbbe13c76523633764c33 Merge: fbb0f4035 fe3c77ee9 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:20:47 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit fe3c77ee93ab6cf3ea152db68cb6beefcac2a392 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 18:59:49 2022 +0000 fix import again Signed-off-by: Yi Dong <yidong@nvidia.com> commit fbb0f4035c6cd6bfefed50a20605503de8c1dccb Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 16:00:24 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 372ca8c0d7988f2339b15888dc72aa21f4fb6937 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 15:58:32 2022 +0000 enable server Signed-off-by: Yi Dong <yidong@nvidia.com> commit cbe05d9fbc978f812cfbb671f45f147f300713c4 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:07:28 2022 +0000 fix comment error Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1948048922e726ec6131e44b1a745389f18d4ef2 Merge: 232c2cce3 984f5c09a Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:05:30 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 232c2cce34d7a8b902da406706f3dd9b39475091 Merge: 34c8a68df 658243fb6 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 12:50:00 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 984f5c09a6dbf1d1fb5aa30ed9b0df188e66a50f Merge: 658243fb6 3fda5de46 Author: Yi Dong <43824965+yidong72@users.noreply.github.com> Date: Wed Oct 12 08:42:11 2022 -0400 Merge branch 'main' into fix_global_init commit 658243fb6580191b5d60edd30cde16dcc23cbb85 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 12 12:40:57 2022 +0000 fix import error Signed-off-by: Yi Dong <doyend@gmail.com> commit 8e0fe1cad05ec288ec122b3cd0e139a96872e08c Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 11 22:44:12 2022 +0000 update the fused kernel Signed-off-by: Yi Dong <doyend@gmail.com> commit 536cf6bef9447b75843fad630729c47a2fba35f3 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:44:52 2022 -0700 add the missing file Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1b437ec41dc5e354453ce0a089bca0171cbcb6c2 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:43:14 2022 -0700 fix fused softmax Signed-off-by: Yi Dong <yidong@nvidia.com> commit 7813f60e05f9783af61f8c14ec1cb0c6c4f1f263 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:16:48 2022 -0700 move global step to base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 34c8a68df084b18d377e84415d9f07b2cd6673dd Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:50:11 2022 +0000 fix pipeline for eval Signed-off-by: Yi Dong <doyend@gmail.com> commit eee5d38218f26660c3ffebe9f615c850c80a1f0d Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:48:22 2022 +0000 fix for pipleline parallel Signed-off-by: Yi Dong <doyend@gmail.com> commit 323bca73e7ef6099ee79c0a2fffac7b709ed6c5d Merge: 125e49947 e3b4c4d1f Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:13 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 125e4994760448ff75dd9328395813eda1c87547 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:04 2022 +0000 add share option Signed-off-by: Yi Dong <doyend@gmail.com> commit e3b4c4d1f7346c9fa596f3cca6d4df0a9e05c368 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 11:43:48 2022 -0700 make sure consolidation works Signed-off-by: Yi Dong <yidong@nvidia.com> commit a5c833964ecf05dc460ca1da69275c4019742150 Merge: 2a07ab52d abcb74be2 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:29 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 2a07ab52d95f15ba666823028c69e23825666c05 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:23 2022 +0000 added requirement Signed-off-by: Yi Dong <doyend@gmail.com> commit 3abecd9dd1611993a87c537636abe7f7e6a9b04c Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:39:42 2022 +0000 added a simple web server Signed-off-by: Yi Dong <doyend@gmail.com> commit abcb74be2caf1cdec40eb9ba2be4dde4d45a3b4b Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 06:54:12 2022 -0700 fix empty val loss Signed-off-by: Yi Dong <yidong@nvidia.com> commit b8eb92ac4a0d665570af75e34c9ba3c2e2420c26 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 19:25:30 2022 -0700 text gen working Signed-off-by: Yi Dong <yidong@nvidia.com> commit d59f3e3f3a6fd19736d1c5706fed65a3dd4049ba Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 16:08:40 2022 -0700 first change Signed-off-by: Yi Dong <yidong@nvidia.com> commit 59d077585e6962a669b824af58f64e8a0bea6547 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 15:00:40 2022 -0700 revert Signed-off-by: Yi Dong <yidong@nvidia.com> commit 12a0f3902d99e9179403644bd951c045df716ca7 Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 4 21:26:23 2022 +0000 init imp Signed-off-by: Yi Dong <doyend@gmail.com> commit 62a15dfd943cc48be495ac61b9f2f00995775c5f Merge: 82c90d2cd e0cc6b767 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:58:26 2022 -0700 Merge branch 'main' into universal_prompt commit 82c90d2cd0fd156f16a4b899f8c741d598f33990 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:17:13 2022 -0700 add sync Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9819b703eef877d90cd1257bf3610c69de9b4d7e Author: Yi Dong <yidong@nvidia.com> Date: Sun Oct 2 17:52:34 2022 -0700 fix save model Signed-off-by: root <root@luna-0197.selene.nvidia.com> commit e4937e2fc5fb7d70754c97668416e4a69c3079fe Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 18:56:09 2022 +0000 working Signed-off-by: Yi Dong <yidong@nvidia.com> commit b73b06d1c7cf5417a6d87cb33d8ed83a57e38b7b Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 17:34:03 2022 +0000 calcuate the mask Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9db3bc13eb65a94a475b837603351da68e3745bc Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 23:26:32 2022 +0000 fix bug in datasets Signed-off-by: Yi Dong <yidong@nvidia.com> commit 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https://pre-commit.ci commit 78ba46e5d6fde1be53c08e1e30a54cce59824be0 Merge: 7d6d46742 8d670bc77 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Thu Sep 29 09:43:27 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 7d6d46742170a66758287a207d67e1b1bfd15613 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 16:42:43 2022 +0000 Removed inference step and added sentence peice check to predict step Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 20fd265acd6f7f9912cf52155fe66ccfa6b201a2 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 15:26:32 2022 +0000 fixed first stage check for pipeline parallel T5 pt Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3637be2b258c8d9028856f9971edb7da4a8121f0 Merge: a3ea722fd 986a76612 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Wed Sep 28 10:23:30 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit a3ea722fdc12fbcc5989b76ef5643a574b763bc4 Merge: 770967a52 971485ce7 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 13:35:52 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 770967a5251a474b6dcc2d44bf9a2076adbcb604 Merge: d23bf6c30 e3ac280a8 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 10:17:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit d23bf6c30acc0e3f6af9b4e24547669866a34d62 Merge: de6a31651 333d2b749 Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 10:05:16 2022 -0700 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit de6a31651e63d88a42b971794d93f18ff5a3cdff Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 17:00:53 2022 +0000 Updated PP check to be on first stage pipeline only Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 333d2b7498e6742ce66436f733c980a74616900c Merge: 592c0986a a39fc925a Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 16:11:21 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 592c0986a476a91b57b8605d7b70830d7acfa021 Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 23:08:41 2022 +0000 Fixed unused import and CI test bug Signed-off-by: Virginia Adams <vadams@nvidia.com> commit ea9cd82d85638bc60ae4ad7ef105db931c8e3455 Merge: ce4b72c8c b566c2d0e Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:25 2022 +0000 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit ce4b72c8c52f32be336e323dd78a38089edc3e7c Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:16 2022 +0000 Switch to import from base class Signed-off-by: Virginia Adams <vadams@nvidia.com> commit b566c2d0e35a068f758fd1310bc620a47be4590b Merge: 6621f2854 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megatron_gpt_model.py Signed-off-by: Taejin Park <tango4j@gmail.com> * Fix wrongly included file - megatron_gpt_model.py Signed-off-by: Taejin Park <tango4j@gmail.com> * resolve code quality issue Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed unit-test errors and bugs Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * changed total_sec for offline_clustering toy_data in unit-tests Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed merging index offset bug Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * only including part 1 files Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removed unused function Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed unused imports Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * divided nmesc_clustering.py into two and reflected first-pass comments Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adding offline/online_clustering.py Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix code QL autocomment Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed unused imports Signed-off-by: Taejin Park <tango4j@gmail.com> * Update nemo/collections/asr/parts/utils/online_clustering.py Co-authored-by: Sean Naren <snarenthiran@nvidia.com> Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected comments Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * resolved code scanning issue Signed-off-by: Taejin Park <tango4j@gmail.com> * Update nemo/collections/asr/parts/utils/offline_clustering.py Co-authored-by: Sean Naren <snarenthiran@nvidia.com> Signed-off-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Taejin Park <tango4j@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: Sean Naren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [STT] Add Esperanto (Eo) ASR Conformer-CTC and Conformer-Transducer models (#5639) (#5641) * add stt_eo_conformer_ctc_large model * stt_eo_conformer_transducer_large Co-authored-by: Andrei Andrusenko <52885736+andrusenkoau@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Removed unused import Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Specify that filepaths need to be absolute Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * replaces any spaces in utt_id with dashes Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make hydra script callable by another script Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * do not specify default model or model_downsample_factor Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [Dockerfile] Remove AIS archive from docker image (#5629) Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Measure audio_sr from audio instead of needing to specify Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS][ZH] Disambiguate polyphones with augmented dict and Jieba segmenter for Chinese FastPitch (#5541) * Chinese TTS replaces default pypinyin dict * Add jieba word segmenter as an option Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make separate parameters for device of transcription and viterbi steps Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add mention of gecko Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [workflow] add exclude labels option to ignore cherry-picks in release changelog. (#5645) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS][ZH] bugfix for the tutorial and add NGC CLI installation guide. (#5643) (#5647) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [Add] ASR+VAD Inference Pipeline (#5575) Added offline ASR+VAD inference pipeline that matches with what's in RIVA, along with some feature-based ASR and classification datasets. Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * rename separator to ctm_grouping_separator and refactor Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Bert interleaved (#5556) * Adding SP and SAR support Bert * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding SP and SAR support Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding SP and SAR support Bert * Adding SP and SAR support Bert * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding Sequence parallel support to Bert * Update bert_model.py Signed-off-by: Shanmugam Ramasamy <111910568+shanmugamr1992@users.noreply.github.com> * Adding tests * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Addressing Eric's comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Addressing Eric's comments * Fix bug fix sequence parallel and Interleaved * Fix bug fix sequence parallel and Interleaved Signed-off-by: Shanmugam Ramasamy <111910568+shanmugamr1992@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add duration padding support for RADTTS inference (#5650) * Added duration padding support for RADTTS inference * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Co-authored-by: Kevin Shih <kshih@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add remove_blank_tokens_from_ctm parameter Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Dont save initial_silence line in CTM Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add DLLogger support to exp_manager (#5658) * Add DLLogger support to exp_manager Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> * Move dllogger to separate file and check import Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused import Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * add minimum_timestamp_duration parameter Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * add suggestion about removing blanks to README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * reorder args Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * clarify description of ctm_grouping_separator in README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * update docstring Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS][ZH] bugfix for ngc cli installation. (#5652) (#5664) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Port stateless timer to exp manager (#5584) * Port stateless timer to exp manager Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes and remove from all megatron code Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change message Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix EMA restart by allowing device to be set by the class init (#5668) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP (moved to separate repo) - merge to main (#5630) * Remove sdp files from tools folder Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add page to docs with new SDP location Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add interface for making amax reduction optional for FP8 (#5447) * add TE interface for making amax reduction optional Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS] add tts dict cust notebook (#5662) * add tts dict cust notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * review Signed-off-by: ekmb <ebakhturina@nvidia.com> * fixed audio links Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove old notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * fix typo Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [ASR] Audio processing base, multi-channel enhancement models (#5356) * Audio processing base model, enc-mask-dec enhancement, tests and modules Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed review comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Fixed CodeQL warnings Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments: - renamed AudioProcessingModel to AudioToAudioModel - various small modifications - updated unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed comments - Moved spectrogram to audio_preprocessing - Renamed MultichannelFeatures - Updated config and unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Expose ClusteringDiarizer device (#5681) * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add Beam Search support to ASR transcribe() (#5443) * Add support for beam decoding via high level API. Signed-off-by: smajumdar <titu1994@gmail.com> * Add ctc decoding section Signed-off-by: smajumdar <titu1994@gmail.com> * Update ctc transcribe API to return results from beam search Signed-off-by: smajumdar <titu1994@gmail.com> * Add argument to preserve arpa file Signed-off-by: smajumdar <titu1994@gmail.com> * Update script to use hydra config, add some support for future compute timesteps, add doc for ctc decoding Signed-off-by: smajumdar <titu1994@gmail.com> * Update eval script and doc to use new API Signed-off-by: smajumdar <titu1994@gmail.com> * Add tests for ctc greedy decoding Signed-off-by: smajumdar <titu1994@gmail.com> * Address reviewer comments and add docstrings Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix changes and address comments Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: smajumdar <titu1994@gmail.com> Co-authored-by: Samuel Kriman <samuelkriman@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Propagate attention_dropout flag for GPT-3 (#5669) * Propagate attention_dropout flag for GPT-3 Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add default to megatron_gpt_config Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail…

* Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount * new structure for tts datasets in script folder Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * remove cmudict downloading Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * rename mixertts dataset, add vocoder dataset Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add libritts processing Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * update tts dataset and libritts get data Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix bugs in vocoder ds Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add ds * changed vits yaml * rm yaml * fix yaml and model * Added scaler * refactored yaml * managed to run in fp16 * refactoring Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix small bugs and add new todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix optimizers Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * Port Variational Inference with Adversarial Learning (VITS) to NeMo TTS (#6) * Add vits files Add vits_losses.py, vits_modules.py and vits.py. * Move non-vits models to modules * Add vits.yaml * Add _loader to vits.py * Add basic template for vits * Update vits.yaml with vits parameters * Remove extra space * Add top level training script * Add some variables to vits yaml * Add forward and training methods * Fix imports * Added validation step * Log training losses * Update loss calls to use class attributes * Add VITS to models list * Fix all imports * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Fix imports for VITS * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Add parameters from original VITS config * Fix config file * Fix imports and generate spec from audio * Fix incorrect dimensions * Progress update * Fix loss * Fix cuda thing * Fix monotonic align import * Fix typos in vits.py * Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount Co-authored-by: martynwei <martyn.wei@gmail.com> Co-authored-by: Ryan Hong <66425733+rhong99@users.noreply.github.com> Co-authored-by: richa.ren@mail.utoronto.ca <richa.ren@mail.utoronto.ca> Co-authored-by: Jason <jasoli@nvidia.com> Signed-off-by: Jason <jasoli@nvidia.com> * make new commit Signed-off-by: Jason <jasoli@nvidia.com> * add copyright headers Signed-off-by: Jason <jasoli@nvidia.com> * style Signed-off-by: Jason <jasoli@nvidia.com> * rename README Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix style without vits_modules Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add numba code, fix style and add todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * small fix * fix some todos * added numba mas * added DDP sampler * specified versions * fixed for new librosa version * added feature loss * added IPA phonemizer * refactored IPA g2p * added vits losses * some ref * fix * added checkpointing * cp * cfg * merged some 1.8.0 fixes * plt fix * fix logging * fix checkpoint loading * refactored inference * fp32 run * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * new exp * update branch Signed-off-by: ericharper <complex451@gmail.com> * Restored tests previously disabled for 22.03 base (#4109) Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * add augmentation to label models (#4113) * add augmentation to label models Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * duration fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Call register_bert_model after assigning self.bert_model variable (#4116) Signed-off-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> Co-authored-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> * Tutorial on ITN with Thutmose tagger and small fixes (#4117) * 1. Add tutorial. 2. Move a function to fix import in tutorial. 3. Merge multiple spaces into one space in the final output Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fixes for code review Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * Add tutorial to tutorials.rst Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * update the default (#4135) Signed-off-by: ekmb <ebakhturina@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix typo (#4140) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Fix/punctuation avoid overwritting tmp files (#4144) * Add draft of fixing tmp files overwritting Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Use built-in tempfile library Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix code style Signed-off-by: PeganovAnton <peganoff2@mail.ru> * bug_fix_diarization_manifest_creation (#4125) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * WaveGlow input type fixes (#4151) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * Thutmose tagger bug fixes (#4162) * add pretrained ngc model, small fixes Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * 1. fix typos. 2. write magic functions without space Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add example of inference with pretrained model Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * changed model location to nemo Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * style fix Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix space Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * changed to vits g2p * refactoring * added cosineLR * Updated whitelist path * added vanilla torch grad scaler * Fixed lightning version * added warmup and wd * switched to cosineLR * refactored data classes for vits * some fixes * fixed import * changeg train loop * fixed scheduler bug * refactoring for exps * Refactored loss logic * Ref for exps * added coqui stuff * exps * bugfix * added side file * bugfix * reverted * fixed sampler behaviour * updated for ptl 1.7.2 * refactored dataloader func * some cleaning * reverted to vanilla loss * modified for pickling * added dataset class * fixed torch version * added autocast for fp training * removed coqui files * 'Fixed tokenizer' * Fix tokenizer * update branch Signed-off-by: ericharper <complex451@gmail.com> * Fix link to inference notebook (#5247) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update ASR scores table (#5254) Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> * Fix links to speaker identification notebook (#5260) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Minor typo fixes in TTS tutorial (#5266) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Pcla tutorial fixes (#5271) * Fixed typos Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fixed cell type and tatoeba reference Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fixed typo Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fixed branch variable Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fix bug into Dialogue tutorial (#5277) * Typo fix (#5288) Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fix dialogue tutorial bug (#5297) * set add_pooling_layer=False for huggingface bert model * remove add_pooling_layer=False and set find_unused_parameters=True * set num_prompt_tokens to 0 for huggingface * small bugfix for r1.13.0 (#5310) * typo fix Signed-off-by: fayejf <fayejf07@gmail.com> * udpate transcribe Signed-off-by: fayejf <fayejf07@gmail.com> Signed-off-by: fayejf <fayejf07@gmail.com> * Add italian model checkpoints (#5316) Signed-off-by: Igor Gitman <igitman@nvidia.com> Signed-off-by: Igor Gitman <igitman@nvidia.com> * [STT] Add Ru ASR Conformer-CTC and Conformer-Transducer (#5340) * [STT] Add stt_ru_conformer_ctc_large Signed-off-by: Sasha Meister <117230141+ssh-meister@users.noreply.github.com> * [STT] Add stt_ru_conformer_transducer_large Add stt_ru_conformer_transducer_large Signed-off-by: Sasha Meister <117230141+ssh-meister@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Sasha Meister <117230141+ssh-meister@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Pcla tutorial fixes (#5313) * fixes Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * fixes 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Rastorgueva <erastorgueva@nvidia.com> * Fix typo Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Clarify that YAML file is config file in README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove unused imports Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP docs for now Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove links to docs in SDP README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: Igor Gitman <igitman@nvidia.com> * [Bugfix] Added rm -f / wget- nc command in multispeaker sim notebook to r1.13.0 (#5375) * Fix minor error in notebook Signed-off-by: Taejin Park <tango4j@gmail.com> * changed branch name in tutorial notebook Signed-off-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Taejin Park <tango4j@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * fix for num worker 0 causing issues in losses after 1 epoch (#5379) * Fixed bug in notebook (#5382) Signed-off-by: Virginia Adams <vadams@nvidia.com> Signed-off-by: Virginia Adams <vadams@nvidia.com> * Force MHA QKV onto fp32 (#5391) Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> * Added scheduling variety * ref * Fix for prompt table restore error (#5393) * Fix for prompt table restore error Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added more saftey checks Signed-off-by: Virginia Adams <vadams@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added more condition checks Signed-off-by: Virginia Adams <vadams@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix args (#5410) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * bugfix * import tests * Add temporary fix for CUDA issue in Dockerfile (#5421) Signed-off-by: Yu Yao <yuya@nvidia.com> Signed-off-by: Yu Yao <yuya@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * disable pc test (#5426) Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> * Fix GPT generation when using sentencepiece tokenizer (#5413) * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Disable sync_batch_comm in validation_step for GPT (#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Revert "Add temporary fix for CUDA issue in Dockerfile (#5421)" (#5431) This reverts commit 0718b17. * Revert workaround for T5 that sets number of workers to 0 & sync_batch_comm=False (#5420) * Revert workers workaround Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix in config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Fixed discrepancies * updated Jenkisfile * updated Jenkisfile * Cleaning * fixed the onnx bug in conformer for non-streaming models. (#5242) (#5446) Signed-off-by: Vahid <vnoroozi@nvidia.com> Signed-off-by: Vahid <vnoroozi@nvidia.com> Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Signed-off-by: Vahid <vnoroozi@nvidia.com> Signed-off-by: Vladimir Bataev <vbataev@nvidia.com> Co-authored-by: Vahid Noroozi <VahidooX@users.noreply.github.com> * Set sync_batch_comm in other places (#5448) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Radtts 1.13 (#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (#5358) * [TTS] add CI test for RADTTS training recipe. 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35b424044fe80c3081e7756ab21244f701716f7e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 08:04:49 2022 -0700 get rid of base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 2955210e2311791543538cfbb5ad26b79414c954 Merge: d52edef8c eaf6757ca Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:17:02 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit d52edef8cd7b36593838fb270047e80f8ccb652e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:16:24 2022 +0000 align with main Signed-off-by: Yi Dong <yidong@nvidia.com> commit eaf6757ca5be8e099492f57c81d984429b0ad49c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 13:12:11 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit c4b86d97626ea0721bf8fb4c0a45dec5becc94c9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:10:58 2022 +0000 same as main Signed-off-by: Yi Dong <yidong@nvidia.com> commit e335de51bcc0d681c58b568c3d8c238bc5687c3b Merge: c231086e0 4463a9fe9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:08:09 2022 +0000 Merge branch 'main' into universal_prompt commit c231086e057f1efaa915f691d84664cb3d5aad85 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 19:59:12 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 6a821a4b49a23dd3408a706a2a3dd393149b0bb1 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:56:17 2022 +0000 default to pad Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9d908e39fef1beed9ba2da4d1a6806161eb7ef25 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:55:44 2022 +0000 add the option to pad the tokens Signed-off-by: Yi Dong <yidong@nvidia.com> commit 876dc395b43fdeeaa2bcbbe13c76523633764c33 Merge: fbb0f4035 fe3c77ee9 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:20:47 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit fe3c77ee93ab6cf3ea152db68cb6beefcac2a392 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 18:59:49 2022 +0000 fix import again Signed-off-by: Yi Dong <yidong@nvidia.com> commit fbb0f4035c6cd6bfefed50a20605503de8c1dccb Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 16:00:24 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 372ca8c0d7988f2339b15888dc72aa21f4fb6937 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 15:58:32 2022 +0000 enable server Signed-off-by: Yi Dong <yidong@nvidia.com> commit cbe05d9fbc978f812cfbb671f45f147f300713c4 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:07:28 2022 +0000 fix comment error Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1948048922e726ec6131e44b1a745389f18d4ef2 Merge: 232c2cce3 984f5c09a Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:05:30 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 232c2cce34d7a8b902da406706f3dd9b39475091 Merge: 34c8a68df 658243fb6 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 12:50:00 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 984f5c09a6dbf1d1fb5aa30ed9b0df188e66a50f Merge: 658243fb6 3fda5de46 Author: Yi Dong <43824965+yidong72@users.noreply.github.com> Date: Wed Oct 12 08:42:11 2022 -0400 Merge branch 'main' into fix_global_init commit 658243fb6580191b5d60edd30cde16dcc23cbb85 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 12 12:40:57 2022 +0000 fix import error Signed-off-by: Yi Dong <doyend@gmail.com> commit 8e0fe1cad05ec288ec122b3cd0e139a96872e08c Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 11 22:44:12 2022 +0000 update the fused kernel Signed-off-by: Yi Dong <doyend@gmail.com> commit 536cf6bef9447b75843fad630729c47a2fba35f3 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:44:52 2022 -0700 add the missing file Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1b437ec41dc5e354453ce0a089bca0171cbcb6c2 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:43:14 2022 -0700 fix fused softmax Signed-off-by: Yi Dong <yidong@nvidia.com> commit 7813f60e05f9783af61f8c14ec1cb0c6c4f1f263 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:16:48 2022 -0700 move global step to base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 34c8a68df084b18d377e84415d9f07b2cd6673dd Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:50:11 2022 +0000 fix pipeline for eval Signed-off-by: Yi Dong <doyend@gmail.com> commit eee5d38218f26660c3ffebe9f615c850c80a1f0d Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:48:22 2022 +0000 fix for pipleline parallel Signed-off-by: Yi Dong <doyend@gmail.com> commit 323bca73e7ef6099ee79c0a2fffac7b709ed6c5d Merge: 125e49947 e3b4c4d1f Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:13 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 125e4994760448ff75dd9328395813eda1c87547 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:04 2022 +0000 add share option Signed-off-by: Yi Dong <doyend@gmail.com> commit e3b4c4d1f7346c9fa596f3cca6d4df0a9e05c368 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 11:43:48 2022 -0700 make sure consolidation works Signed-off-by: Yi Dong <yidong@nvidia.com> commit a5c833964ecf05dc460ca1da69275c4019742150 Merge: 2a07ab52d abcb74be2 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:29 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 2a07ab52d95f15ba666823028c69e23825666c05 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:23 2022 +0000 added requirement Signed-off-by: Yi Dong <doyend@gmail.com> commit 3abecd9dd1611993a87c537636abe7f7e6a9b04c Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:39:42 2022 +0000 added a simple web server Signed-off-by: Yi Dong <doyend@gmail.com> commit abcb74be2caf1cdec40eb9ba2be4dde4d45a3b4b Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 06:54:12 2022 -0700 fix empty val loss Signed-off-by: Yi Dong <yidong@nvidia.com> commit b8eb92ac4a0d665570af75e34c9ba3c2e2420c26 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 19:25:30 2022 -0700 text gen working Signed-off-by: Yi Dong <yidong@nvidia.com> commit d59f3e3f3a6fd19736d1c5706fed65a3dd4049ba Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 16:08:40 2022 -0700 first change Signed-off-by: Yi Dong <yidong@nvidia.com> commit 59d077585e6962a669b824af58f64e8a0bea6547 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 15:00:40 2022 -0700 revert Signed-off-by: Yi Dong <yidong@nvidia.com> commit 12a0f3902d99e9179403644bd951c045df716ca7 Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 4 21:26:23 2022 +0000 init imp Signed-off-by: Yi Dong <doyend@gmail.com> commit 62a15dfd943cc48be495ac61b9f2f00995775c5f Merge: 82c90d2cd e0cc6b767 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:58:26 2022 -0700 Merge branch 'main' into universal_prompt commit 82c90d2cd0fd156f16a4b899f8c741d598f33990 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:17:13 2022 -0700 add sync Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9819b703eef877d90cd1257bf3610c69de9b4d7e Author: Yi Dong <yidong@nvidia.com> Date: Sun Oct 2 17:52:34 2022 -0700 fix save model Signed-off-by: root <root@luna-0197.selene.nvidia.com> commit e4937e2fc5fb7d70754c97668416e4a69c3079fe Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 18:56:09 2022 +0000 working Signed-off-by: Yi Dong <yidong@nvidia.com> commit b73b06d1c7cf5417a6d87cb33d8ed83a57e38b7b Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 17:34:03 2022 +0000 calcuate the mask Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9db3bc13eb65a94a475b837603351da68e3745bc Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 23:26:32 2022 +0000 fix bug in datasets Signed-off-by: Yi Dong <yidong@nvidia.com> commit 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https://pre-commit.ci commit 78ba46e5d6fde1be53c08e1e30a54cce59824be0 Merge: 7d6d46742 8d670bc77 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Thu Sep 29 09:43:27 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 7d6d46742170a66758287a207d67e1b1bfd15613 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 16:42:43 2022 +0000 Removed inference step and added sentence peice check to predict step Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 20fd265acd6f7f9912cf52155fe66ccfa6b201a2 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 15:26:32 2022 +0000 fixed first stage check for pipeline parallel T5 pt Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3637be2b258c8d9028856f9971edb7da4a8121f0 Merge: a3ea722fd 986a76612 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Wed Sep 28 10:23:30 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit a3ea722fdc12fbcc5989b76ef5643a574b763bc4 Merge: 770967a52 971485ce7 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 13:35:52 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 770967a5251a474b6dcc2d44bf9a2076adbcb604 Merge: d23bf6c30 e3ac280a8 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 10:17:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit d23bf6c30acc0e3f6af9b4e24547669866a34d62 Merge: de6a31651 333d2b749 Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 10:05:16 2022 -0700 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit de6a31651e63d88a42b971794d93f18ff5a3cdff Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 17:00:53 2022 +0000 Updated PP check to be on first stage pipeline only Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 333d2b7498e6742ce66436f733c980a74616900c Merge: 592c0986a a39fc925a Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 16:11:21 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 592c0986a476a91b57b8605d7b70830d7acfa021 Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 23:08:41 2022 +0000 Fixed unused import and CI test bug Signed-off-by: Virginia Adams <vadams@nvidia.com> commit ea9cd82d85638bc60ae4ad7ef105db931c8e3455 Merge: ce4b72c8c b566c2d0e Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:25 2022 +0000 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit ce4b72c8c52f32be336e323dd78a38089edc3e7c Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:16 2022 +0000 Switch to import from base class Signed-off-by: Virginia Adams <vadams@nvidia.com> commit b566c2d0e35a068f758fd1310bc620a47be4590b Merge: 6621f2854 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megatron_gpt_model.py Signed-off-by: Taejin Park <tango4j@gmail.com> * Fix wrongly included file - megatron_gpt_model.py Signed-off-by: Taejin Park <tango4j@gmail.com> * resolve code quality issue Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed unit-test errors and bugs Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * changed total_sec for offline_clustering toy_data in unit-tests Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed merging index offset bug Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * only including part 1 files Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * removed unused function Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed unused imports Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * divided nmesc_clustering.py into two and reflected first-pass comments Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * adding offline/online_clustering.py Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix code QL autocomment Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed unused imports Signed-off-by: Taejin Park <tango4j@gmail.com> * Update nemo/collections/asr/parts/utils/online_clustering.py Co-authored-by: Sean Naren <snarenthiran@nvidia.com> Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected comments Signed-off-by: Taejin Park <tango4j@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * resolved code scanning issue Signed-off-by: Taejin Park <tango4j@gmail.com> * Update nemo/collections/asr/parts/utils/offline_clustering.py Co-authored-by: Sean Naren <snarenthiran@nvidia.com> Signed-off-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Taejin Park <tango4j@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: Sean Naren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [STT] Add Esperanto (Eo) ASR Conformer-CTC and Conformer-Transducer models (#5639) (#5641) * add stt_eo_conformer_ctc_large model * stt_eo_conformer_transducer_large Co-authored-by: Andrei Andrusenko <52885736+andrusenkoau@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Removed unused import Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Specify that filepaths need to be absolute Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * replaces any spaces in utt_id with dashes Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make hydra script callable by another script Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * do not specify default model or model_downsample_factor Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [Dockerfile] Remove AIS archive from docker image (#5629) Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Measure audio_sr from audio instead of needing to specify Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS][ZH] Disambiguate polyphones with augmented dict and Jieba segmenter for Chinese FastPitch (#5541) * Chinese TTS replaces default pypinyin dict * Add jieba word segmenter as an option Signed-off-by: Yuekai Zhang <zhangyuekai@foxmail.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make separate parameters for device of transcription and viterbi steps Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add mention of gecko Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [workflow] add exclude labels option to ignore cherry-picks in release changelog. (#5645) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS][ZH] bugfix for the tutorial and add NGC CLI installation guide. (#5643) (#5647) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [Add] ASR+VAD Inference Pipeline (#5575) Added offline ASR+VAD inference pipeline that matches with what's in RIVA, along with some feature-based ASR and classification datasets. Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * rename separator to ctm_grouping_separator and refactor Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Bert interleaved (#5556) * Adding SP and SAR support Bert * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding SP and SAR support Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding SP and SAR support Bert * Adding SP and SAR support Bert * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding Sequence parallel support to Bert * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Adding Sequence parallel support to Bert * Update bert_model.py Signed-off-by: Shanmugam Ramasamy <111910568+shanmugamr1992@users.noreply.github.com> * Adding tests * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * Adding interleaved pipeline parallelism * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Addressing Eric's comments * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Addressing Eric's comments * Fix bug fix sequence parallel and Interleaved * Fix bug fix sequence parallel and Interleaved Signed-off-by: Shanmugam Ramasamy <111910568+shanmugamr1992@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add duration padding support for RADTTS inference (#5650) * Added duration padding support for RADTTS inference * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Co-authored-by: Kevin Shih <kshih@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add remove_blank_tokens_from_ctm parameter Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Dont save initial_silence line in CTM Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add DLLogger support to exp_manager (#5658) * Add DLLogger support to exp_manager Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> * Move dllogger to separate file and check import Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Remove unused import Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> Signed-off-by: Alexandre Milesi <milesial@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * add minimum_timestamp_duration parameter Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * add suggestion about removing blanks to README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * reorder args Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * clarify description of ctm_grouping_separator in README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * update docstring Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS][ZH] bugfix for ngc cli installation. (#5652) (#5664) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Port stateless timer to exp manager (#5584) * Port stateless timer to exp manager Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes and remove from all megatron code Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change message Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix EMA restart by allowing device to be set by the class init (#5668) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP (moved to separate repo) - merge to main (#5630) * Remove sdp files from tools folder Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add page to docs with new SDP location Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add interface for making amax reduction optional for FP8 (#5447) * add TE interface for making amax reduction optional Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS] add tts dict cust notebook (#5662) * add tts dict cust notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * review Signed-off-by: ekmb <ebakhturina@nvidia.com> * fixed audio links Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove old notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * fix typo Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [ASR] Audio processing base, multi-channel enhancement models (#5356) * Audio processing base model, enc-mask-dec enhancement, tests and modules Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed review comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Fixed CodeQL warnings Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments: - renamed AudioProcessingModel to AudioToAudioModel - various small modifications - updated unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed comments - Moved spectrogram to audio_preprocessing - Renamed MultichannelFeatures - Updated config and unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Expose ClusteringDiarizer device (#5681) * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add Beam Search support to ASR transcribe() (#5443) * Add support for beam decoding via high level API. Signed-off-by: smajumdar <titu1994@gmail.com> * Add ctc decoding section Signed-off-by: smajumdar <titu1994@gmail.com> * Update ctc transcribe API to return results from beam search Signed-off-by: smajumdar <titu1994@gmail.com> * Add argument to preserve arpa file Signed-off-by: smajumdar <titu1994@gmail.com> * Update script to use hydra config, add some support for future compute timesteps, add doc for ctc decoding Signed-off-by: smajumdar <titu1994@gmail.com> * Update eval script and doc to use new API Signed-off-by: smajumdar <titu1994@gmail.com> * Add tests for ctc greedy decoding Signed-off-by: smajumdar <titu1994@gmail.com> * Address reviewer comments and add docstrings Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix changes and address comments Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: smajumdar <titu1994@gmail.com> Co-authored-by: Samuel Kriman <samuelkriman@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Propagate attention_dropout flag for GPT-3 (#5669) * Propagate attention_dropout flag for GPT-3 Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add default to megatron_gpt_config Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail…

* Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount * new structure for tts datasets in script folder Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * remove cmudict downloading Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * rename mixertts dataset, add vocoder dataset Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add libritts processing Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * update tts dataset and libritts get data Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix bugs in vocoder ds Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add ds * changed vits yaml * rm yaml * fix yaml and model * Added scaler * refactored yaml * managed to run in fp16 * refactoring Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix small bugs and add new todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix optimizers Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * Port Variational Inference with Adversarial Learning (VITS) to NeMo TTS (NVIDIA#6) * Add vits files Add vits_losses.py, vits_modules.py and vits.py. * Move non-vits models to modules * Add vits.yaml * Add _loader to vits.py * Add basic template for vits * Update vits.yaml with vits parameters * Remove extra space * Add top level training script * Add some variables to vits yaml * Add forward and training methods * Fix imports * Added validation step * Log training losses * Update loss calls to use class attributes * Add VITS to models list * Fix all imports * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Fix imports for VITS * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Add parameters from original VITS config * Fix config file * Fix imports and generate spec from audio * Fix incorrect dimensions * Progress update * Fix loss * Fix cuda thing * Fix monotonic align import * Fix typos in vits.py * Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount Co-authored-by: martynwei <martyn.wei@gmail.com> Co-authored-by: Ryan Hong <66425733+rhong99@users.noreply.github.com> Co-authored-by: richa.ren@mail.utoronto.ca <richa.ren@mail.utoronto.ca> Co-authored-by: Jason <jasoli@nvidia.com> Signed-off-by: Jason <jasoli@nvidia.com> * make new commit Signed-off-by: Jason <jasoli@nvidia.com> * add copyright headers Signed-off-by: Jason <jasoli@nvidia.com> * style Signed-off-by: Jason <jasoli@nvidia.com> * rename README Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix style without vits_modules Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add numba code, fix style and add todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * small fix * fix some todos * added numba mas * added DDP sampler * specified versions * fixed for new librosa version * added feature loss * added IPA phonemizer * refactored IPA g2p * added vits losses * some ref * fix * added checkpointing * cp * cfg * merged some 1.8.0 fixes * plt fix * fix logging * fix checkpoint loading * refactored inference * fp32 run * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * new exp * update branch Signed-off-by: ericharper <complex451@gmail.com> * Restored tests previously disabled for 22.03 base (NVIDIA#4109) Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * add augmentation to label models (NVIDIA#4113) * add augmentation to label models Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * duration fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Call register_bert_model after assigning self.bert_model variable (NVIDIA#4116) Signed-off-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> Co-authored-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> * Tutorial on ITN with Thutmose tagger and small fixes (NVIDIA#4117) * 1. Add tutorial. 2. Move a function to fix import in tutorial. 3. Merge multiple spaces into one space in the final output Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fixes for code review Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * Add tutorial to tutorials.rst Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Check implicit grad acc in GLUE dataset building (NVIDIA#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * update the default (NVIDIA#4135) Signed-off-by: ekmb <ebakhturina@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (NVIDIA#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix typo (NVIDIA#4140) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Fix/punctuation avoid overwritting tmp files (NVIDIA#4144) * Add draft of fixing tmp files overwritting Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Use built-in tempfile library Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix code style Signed-off-by: PeganovAnton <peganoff2@mail.ru> * bug_fix_diarization_manifest_creation (NVIDIA#4125) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> * fix doc (NVIDIA#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (NVIDIA#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (NVIDIA#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (NVIDIA#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * WaveGlow input type fixes (NVIDIA#4151) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * notebooks' link, typo and import fix (NVIDIA#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * Thutmose tagger bug fixes (NVIDIA#4162) * add pretrained ngc model, small fixes Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * 1. fix typos. 2. write magic functions without space Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add example of inference with pretrained model Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * changed model location to nemo Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * style fix Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix space Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * update speaker docs (NVIDIA#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * changed to vits g2p * refactoring * added cosineLR * Updated whitelist path * added vanilla torch grad scaler * Fixed lightning version * added warmup and wd * switched to cosineLR * refactored data classes for vits * some fixes * fixed import * changeg train loop * fixed scheduler bug * refactoring for exps * Refactored loss logic * Ref for exps * added coqui stuff * exps * bugfix * added side file * bugfix * reverted * fixed sampler behaviour * updated for ptl 1.7.2 * refactored dataloader func * some cleaning * reverted to vanilla loss * modified for pickling * added dataset class * fixed torch version * added autocast for fp training * removed coqui files * 'Fixed tokenizer' * Fix tokenizer * update branch Signed-off-by: ericharper <complex451@gmail.com> * Fix link to inference notebook (NVIDIA#5247) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update ASR scores table (NVIDIA#5254) Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> * Fix links to speaker identification notebook (NVIDIA#5260) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Minor typo fixes in TTS tutorial (NVIDIA#5266) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Pcla tutorial fixes (NVIDIA#5271) * Fixed typos Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fixed cell type and tatoeba reference Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fixed typo Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fixed branch variable Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fix bug into Dialogue tutorial (NVIDIA#5277) * Typo fix (NVIDIA#5288) Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Fix dialogue tutorial bug (NVIDIA#5297) * set add_pooling_layer=False for huggingface bert model * remove add_pooling_layer=False and set find_unused_parameters=True * set num_prompt_tokens to 0 for huggingface * small bugfix for r1.13.0 (NVIDIA#5310) * typo fix Signed-off-by: fayejf <fayejf07@gmail.com> * udpate transcribe Signed-off-by: fayejf <fayejf07@gmail.com> Signed-off-by: fayejf <fayejf07@gmail.com> * Add italian model checkpoints (NVIDIA#5316) Signed-off-by: Igor Gitman <igitman@nvidia.com> Signed-off-by: Igor Gitman <igitman@nvidia.com> * [STT] Add Ru ASR Conformer-CTC and Conformer-Transducer (NVIDIA#5340) * [STT] Add stt_ru_conformer_ctc_large Signed-off-by: Sasha Meister <117230141+ssh-meister@users.noreply.github.com> * [STT] Add stt_ru_conformer_transducer_large Add stt_ru_conformer_transducer_large Signed-off-by: Sasha Meister <117230141+ssh-meister@users.noreply.github.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Sasha Meister <117230141+ssh-meister@users.noreply.github.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Pcla tutorial fixes (NVIDIA#5313) * fixes Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * fixes Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * moved `create_text_and_labels` to token_classification_utils.py Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * a lot of refactoring * strict ptl version * strict ptl version * reverted plt version * Added base text2audio class * Fix issue with HF Model upload tutorial (NVIDIA#5359) * Add Gradio App to ASR Docs (NVIDIA#5270) Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> (cherry picked from commit e4b6a38) * Fix issue with normalized config for dataset name Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> * tutorial fixes (NVIDIA#5354) Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> Signed-off-by: Matvei Novikov <mattyson.so@gmail.com> * Add SDP documentation (NVIDIA#5274) * Add details to SDP README.md Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add docstring to WriteManifest processor Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add docstring to CreateInitialManifestMLS Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add ModifyManifestTextProcessor docstring Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add ASRInference docstring Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add base_processor docstrings Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add minimal SDP docs page Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Update tools/speech_dataset_processor/README.md Co-authored-by: Igor Gitman <igitman@nvidia.com> Signed-off-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> * Write simple README for SDP and move complex explanations to docs Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove incorrect type hints Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make config example less confusing Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix typo Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Clarify that YAML file is config file in README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove unused imports Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP docs for now Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove links to docs in SDP README Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: Igor Gitman <igitman@nvidia.com> * [Bugfix] Added rm -f / wget- nc command in multispeaker sim notebook to r1.13.0 (NVIDIA#5375) * Fix minor error in notebook Signed-off-by: Taejin Park <tango4j@gmail.com> * changed branch name in tutorial notebook Signed-off-by: Taejin Park <tango4j@gmail.com> Signed-off-by: Taejin Park <tango4j@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (NVIDIA#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * fix for num worker 0 causing issues in losses after 1 epoch (NVIDIA#5379) * Fixed bug in notebook (NVIDIA#5382) Signed-off-by: Virginia Adams <vadams@nvidia.com> Signed-off-by: Virginia Adams <vadams@nvidia.com> * Force MHA QKV onto fp32 (NVIDIA#5391) Signed-off-by: smajumdar <titu1994@gmail.com> Signed-off-by: smajumdar <titu1994@gmail.com> * Added scheduling variety * ref * Fix for prompt table restore error (NVIDIA#5393) * Fix for prompt table restore error Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added more saftey checks Signed-off-by: Virginia Adams <vadams@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Added more condition checks Signed-off-by: Virginia Adams <vadams@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Fix args (NVIDIA#5410) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * bugfix * import tests * Add temporary fix for CUDA issue in Dockerfile (NVIDIA#5421) Signed-off-by: Yu Yao <yuya@nvidia.com> Signed-off-by: Yu Yao <yuya@nvidia.com> * Megatron Export Update (NVIDIA#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * disable pc test (NVIDIA#5426) Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> * Fix GPT generation when using sentencepiece tokenizer (NVIDIA#5413) * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Disable sync_batch_comm in validation_step for GPT (NVIDIA#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Revert "Add temporary fix for CUDA issue in Dockerfile (NVIDIA#5421)" (NVIDIA#5431) This reverts commit 0718b17. * Revert workaround for T5 that sets number of workers to 0 & sync_batch_comm=False (NVIDIA#5420) * Revert workers workaround Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix in config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> * Fixed discrepancies * updated Jenkisfile * updated Jenkisfile * Cleaning * fixed the onnx bug in conformer for non-streaming models. 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hooks for more information, see https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com>

* Merge r1.13.0 main (#5570) * update branch Signed-off-by: ericharper <complex451@gmail.com> * Rename Speech Dataset Processor to Speech Data Processor (#5378) Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Megatron Export Update (#5343) * export update for Megatron + change ORT optimization Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * updated export_utils to use autocast instead of manually casting >:/ Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * removed dtype from LayerNorm Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * added comment Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * reverting changes on FloatCast Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * Cherry-picked changes from megatron-norm Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * updated asr_model import to cast_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * updated del onnx_model place Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * changed ort optimization to basic -> temp fix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> * Disable sync_batch_comm in validation_step for GPT (#5397) * disable sync_batch_comm in validation_step Signed-off-by: ericharper <complex451@gmail.com> * Read sync_batch_comm from config or default to False Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Update megatron_gpt_config to default sync_batch_comm to False to avoid CUDA error Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> * Empty Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Comment out test Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> * Radtts 1.13 (#5451) * [TTS] Fixing RADTTS training - removing view buffer and fixing accuracy issue (#5358) * [TTS] add CI test for RADTTS training recipe. 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Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * export_utils bugfix (#5480) * updated export_utils Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> * Export fixes for Riva (#5496) * Export fixes for Riva Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleaning up training_utils Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * added set_start_method + function param bugfix (#5539) * added set_start_method + function param bugfix Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * upper bound torchmetrics Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: ericharper <complex451@gmail.com> * remove notebook (#5548) Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> * update readme Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com> Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: Markel Sanz Ausin <markelsanz14@gmail.com> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Co-authored-by: Elena Rastorgueva <80532067+erastorgueva-nv@users.noreply.github.com> Co-authored-by: David <amosalla@asu.edu> Co-authored-by: David Mosallanezhad <dmosallanezh@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Markel Sanz Ausin <markelsanz14@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@nvidia.com> Co-authored-by: Boris Fomitchev <borisfom@users.noreply.github.com> Co-authored-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Optimized loop and bugfix in SDE (#5573) - Fixed bug with loading custom data attributes from JSON in Speech Data Explorer Signed-off-by: George Zelenfroynd <gzelenfroind@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Update torchmetrics (#5566) * add task arg 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(#5580) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * add initial NFA code Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make use of the specified device during viterbi decoding Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix CodeQL notes Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix CodeQL warning Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add an option to defer data setup from ``__init__`` to ``setup`` (#5569) * Add an option to defer dataloader setup from __init__ to setup Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Updated doc Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Make utt_id specified by number of parts of audio_filepath user wishes to use Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * remove audio_sr TODO - reduce risk of silent bugs Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add check that model is CTC Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove unused import Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Text generation improvement (UI client, data parallel support) (#5437) * Squashed commit of the following: commit a5e124f34be31bd6eafe5e5fdf5bedcd0d50915c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 15:07:42 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 35b424044fe80c3081e7756ab21244f701716f7e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 08:04:49 2022 -0700 get rid of base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 2955210e2311791543538cfbb5ad26b79414c954 Merge: d52edef8c eaf6757ca Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:17:02 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit d52edef8cd7b36593838fb270047e80f8ccb652e Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:16:24 2022 +0000 align with main Signed-off-by: Yi Dong <yidong@nvidia.com> commit eaf6757ca5be8e099492f57c81d984429b0ad49c Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Oct 13 13:12:11 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit c4b86d97626ea0721bf8fb4c0a45dec5becc94c9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:10:58 2022 +0000 same as main Signed-off-by: Yi Dong <yidong@nvidia.com> commit e335de51bcc0d681c58b568c3d8c238bc5687c3b Merge: c231086e0 4463a9fe9 Author: Yi Dong <yidong@nvidia.com> Date: Thu Oct 13 13:08:09 2022 +0000 Merge branch 'main' into universal_prompt commit c231086e057f1efaa915f691d84664cb3d5aad85 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 19:59:12 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 6a821a4b49a23dd3408a706a2a3dd393149b0bb1 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:56:17 2022 +0000 default to pad Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9d908e39fef1beed9ba2da4d1a6806161eb7ef25 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:55:44 2022 +0000 add the option to pad the tokens Signed-off-by: Yi Dong <yidong@nvidia.com> commit 876dc395b43fdeeaa2bcbbe13c76523633764c33 Merge: fbb0f4035 fe3c77ee9 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 19:20:47 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit fe3c77ee93ab6cf3ea152db68cb6beefcac2a392 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 18:59:49 2022 +0000 fix import again Signed-off-by: Yi Dong <yidong@nvidia.com> commit fbb0f4035c6cd6bfefed50a20605503de8c1dccb Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Wed Oct 12 16:00:24 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 372ca8c0d7988f2339b15888dc72aa21f4fb6937 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 15:58:32 2022 +0000 enable server Signed-off-by: Yi Dong <yidong@nvidia.com> commit cbe05d9fbc978f812cfbb671f45f147f300713c4 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:07:28 2022 +0000 fix comment error Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1948048922e726ec6131e44b1a745389f18d4ef2 Merge: 232c2cce3 984f5c09a Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 13:05:30 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 232c2cce34d7a8b902da406706f3dd9b39475091 Merge: 34c8a68df 658243fb6 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 12 12:50:00 2022 +0000 Merge branch 'fix_global_init' into universal_prompt commit 984f5c09a6dbf1d1fb5aa30ed9b0df188e66a50f Merge: 658243fb6 3fda5de46 Author: Yi Dong <43824965+yidong72@users.noreply.github.com> Date: Wed Oct 12 08:42:11 2022 -0400 Merge branch 'main' into fix_global_init commit 658243fb6580191b5d60edd30cde16dcc23cbb85 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 12 12:40:57 2022 +0000 fix import error Signed-off-by: Yi Dong <doyend@gmail.com> commit 8e0fe1cad05ec288ec122b3cd0e139a96872e08c Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 11 22:44:12 2022 +0000 update the fused kernel Signed-off-by: Yi Dong <doyend@gmail.com> commit 536cf6bef9447b75843fad630729c47a2fba35f3 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:44:52 2022 -0700 add the missing file Signed-off-by: Yi Dong <yidong@nvidia.com> commit 1b437ec41dc5e354453ce0a089bca0171cbcb6c2 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:43:14 2022 -0700 fix fused softmax Signed-off-by: Yi Dong <yidong@nvidia.com> commit 7813f60e05f9783af61f8c14ec1cb0c6c4f1f263 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 11 14:16:48 2022 -0700 move global step to base Signed-off-by: Yi Dong <yidong@nvidia.com> commit 34c8a68df084b18d377e84415d9f07b2cd6673dd Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:50:11 2022 +0000 fix pipeline for eval Signed-off-by: Yi Dong <doyend@gmail.com> commit eee5d38218f26660c3ffebe9f615c850c80a1f0d Author: Yi Dong <doyend@gmail.com> Date: Thu Oct 6 13:48:22 2022 +0000 fix for pipleline parallel Signed-off-by: Yi Dong <doyend@gmail.com> commit 323bca73e7ef6099ee79c0a2fffac7b709ed6c5d Merge: 125e49947 e3b4c4d1f Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:13 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 125e4994760448ff75dd9328395813eda1c87547 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 19:29:04 2022 +0000 add share option Signed-off-by: Yi Dong <doyend@gmail.com> commit e3b4c4d1f7346c9fa596f3cca6d4df0a9e05c368 Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 11:43:48 2022 -0700 make sure consolidation works Signed-off-by: Yi Dong <yidong@nvidia.com> commit a5c833964ecf05dc460ca1da69275c4019742150 Merge: 2a07ab52d abcb74be2 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:29 2022 +0000 Merge branch 'universal_prompt' of github.com:NVIDIA/NeMo into universal_prompt commit 2a07ab52d95f15ba666823028c69e23825666c05 Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:40:23 2022 +0000 added requirement Signed-off-by: Yi Dong <doyend@gmail.com> commit 3abecd9dd1611993a87c537636abe7f7e6a9b04c Author: Yi Dong <doyend@gmail.com> Date: Wed Oct 5 18:39:42 2022 +0000 added a simple web server Signed-off-by: Yi Dong <doyend@gmail.com> commit abcb74be2caf1cdec40eb9ba2be4dde4d45a3b4b Author: Yi Dong <yidong@nvidia.com> Date: Wed Oct 5 06:54:12 2022 -0700 fix empty val loss Signed-off-by: Yi Dong <yidong@nvidia.com> commit b8eb92ac4a0d665570af75e34c9ba3c2e2420c26 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 19:25:30 2022 -0700 text gen working Signed-off-by: Yi Dong <yidong@nvidia.com> commit d59f3e3f3a6fd19736d1c5706fed65a3dd4049ba Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 16:08:40 2022 -0700 first change Signed-off-by: Yi Dong <yidong@nvidia.com> commit 59d077585e6962a669b824af58f64e8a0bea6547 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 15:00:40 2022 -0700 revert Signed-off-by: Yi Dong <yidong@nvidia.com> commit 12a0f3902d99e9179403644bd951c045df716ca7 Author: Yi Dong <doyend@gmail.com> Date: Tue Oct 4 21:26:23 2022 +0000 init imp Signed-off-by: Yi Dong <doyend@gmail.com> commit 62a15dfd943cc48be495ac61b9f2f00995775c5f Merge: 82c90d2cd e0cc6b767 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:58:26 2022 -0700 Merge branch 'main' into universal_prompt commit 82c90d2cd0fd156f16a4b899f8c741d598f33990 Author: Yi Dong <yidong@nvidia.com> Date: Tue Oct 4 11:17:13 2022 -0700 add sync Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9819b703eef877d90cd1257bf3610c69de9b4d7e Author: Yi Dong <yidong@nvidia.com> Date: Sun Oct 2 17:52:34 2022 -0700 fix save model Signed-off-by: root <root@luna-0197.selene.nvidia.com> commit e4937e2fc5fb7d70754c97668416e4a69c3079fe Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 18:56:09 2022 +0000 working Signed-off-by: Yi Dong <yidong@nvidia.com> commit b73b06d1c7cf5417a6d87cb33d8ed83a57e38b7b Author: Yi Dong <yidong@nvidia.com> Date: Sat Oct 1 17:34:03 2022 +0000 calcuate the mask Signed-off-by: Yi Dong <yidong@nvidia.com> commit 9db3bc13eb65a94a475b837603351da68e3745bc Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 23:26:32 2022 +0000 fix bug in datasets Signed-off-by: Yi Dong <yidong@nvidia.com> commit f289900375d4412f53f8110be00fec6587627550 Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 22:29:40 2022 +0000 update the code Signed-off-by: Yi Dong <yidong@nvidia.com> commit 8e28a1f208aabaab72dbe769e72756baada04d99 Author: Yi Dong <yidong@nvidia.com> Date: Fri Sep 30 21:52:52 2022 +0000 added new ds Signed-off-by: Yi Dong <yidong@nvidia.com> commit 8d41315bab7ce90e200a8a7d1023c34f8e046897 Author: Yi Dong <doyend@gmail.com> Date: Fri Sep 30 18:57:09 2022 +0000 added new files Signed-off-by: Yi Dong <doyend@gmail.com> commit 984e0e94e15e16323c1ba1ca2efeabd84f69463f Merge: cbe8b7ab1 fa6cd8588 Author: Yi Dong <doyend@gmail.com> Date: Thu Sep 29 21:43:29 2022 +0000 Merge branch 'llm-prompt-learning-improvements' into universal_prompt commit fa6cd858839277939446afe7275976078d54c512 Author: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu Sep 29 16:47:30 2022 +0000 [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci commit 78ba46e5d6fde1be53c08e1e30a54cce59824be0 Merge: 7d6d46742 8d670bc77 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Thu Sep 29 09:43:27 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 7d6d46742170a66758287a207d67e1b1bfd15613 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 16:42:43 2022 +0000 Removed inference step and added sentence peice check to predict step Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 20fd265acd6f7f9912cf52155fe66ccfa6b201a2 Author: Virginia Adams <vadams@nvidia.com> Date: Thu Sep 29 15:26:32 2022 +0000 fixed first stage check for pipeline parallel T5 pt Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3637be2b258c8d9028856f9971edb7da4a8121f0 Merge: a3ea722fd 986a76612 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Wed Sep 28 10:23:30 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit a3ea722fdc12fbcc5989b76ef5643a574b763bc4 Merge: 770967a52 971485ce7 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 13:35:52 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 770967a5251a474b6dcc2d44bf9a2076adbcb604 Merge: d23bf6c30 e3ac280a8 Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Mon Sep 26 10:17:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit d23bf6c30acc0e3f6af9b4e24547669866a34d62 Merge: de6a31651 333d2b749 Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 10:05:16 2022 -0700 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit de6a31651e63d88a42b971794d93f18ff5a3cdff Author: Virginia Adams <vadams@nvidia.com> Date: Mon Sep 26 17:00:53 2022 +0000 Updated PP check to be on first stage pipeline only Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 333d2b7498e6742ce66436f733c980a74616900c Merge: 592c0986a a39fc925a Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 16:11:21 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 592c0986a476a91b57b8605d7b70830d7acfa021 Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 23:08:41 2022 +0000 Fixed unused import and CI test bug Signed-off-by: Virginia Adams <vadams@nvidia.com> commit ea9cd82d85638bc60ae4ad7ef105db931c8e3455 Merge: ce4b72c8c b566c2d0e Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:25 2022 +0000 Merge branch 'llm-prompt-learning-improvements' of https://github.com/NVIDIA/NeMo into llm-prompt-learning-improvements commit ce4b72c8c52f32be336e323dd78a38089edc3e7c Author: Virginia Adams <vadams@nvidia.com> Date: Fri Sep 23 18:57:16 2022 +0000 Switch to import from base class Signed-off-by: Virginia Adams <vadams@nvidia.com> commit b566c2d0e35a068f758fd1310bc620a47be4590b Merge: 6621f2854 e872061ac Author: Virginia Adams <78445382+vadam5@users.noreply.github.com> Date: Fri Sep 23 10:09:03 2022 -0700 Merge branch 'main' into llm-prompt-learning-improvements commit 6621f28543828a48484a5637f6c9f3ccb23a5b02 Author: Virginia Adams <vadams@nvidia.com> Date: Wed Sep 14 20:47:35 2022 +0000 python format fix Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 8deafc8987b6af5f7b99a250310f57a40198c37f Author: Virginia Adams <vadams@nvidia.com> Date: Wed Sep 14 20:28:02 2022 +0000 Save .nemo on new best val score Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 761bd36969cb465d6a129e9eee6ce1f883d3cf41 Author: Virginia Adams <vadams@nvidia.com> Date: Wed Sep 14 18:03:19 2022 +0000 Added automatic checkpoint to nemo file method Signed-off-by: Virginia Adams <vadams@nvidia.com> commit 3be4ed57b6cd3ddfe4876d78650dfe8fe794598b Author: Virginia Adams <vadams@nvidia.com> Date: Wed Sep 14 02:11:56 2022 +0000 Make GPT use base prompt learning model class: Signed-off-by: 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(#5645) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS][ZH] bugfix for the tutorial and add NGC CLI installation guide. (#5643) (#5647) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [Add] ASR+VAD Inference Pipeline (#5575) Added offline ASR+VAD inference pipeline that matches with what's in RIVA, along with some feature-based ASR and classification datasets. 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(#5652) (#5664) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Port stateless timer to exp manager (#5584) * Port stateless timer to exp manager Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fixes and remove from all megatron code Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fixes Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Change message Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Fix EMA restart by allowing device to be set by the class init (#5668) Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Remove SDP (moved to separate repo) - merge to main (#5630) * Remove sdp files from tools folder Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add page to docs with new SDP location Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add interface for making amax reduction optional for FP8 (#5447) * add TE interface for making amax reduction optional Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [TTS] add tts dict cust notebook (#5662) * add tts dict cust notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * review Signed-off-by: ekmb <ebakhturina@nvidia.com> * fixed audio links Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove old notebook Signed-off-by: ekmb <ebakhturina@nvidia.com> * fix typo Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * [ASR] Audio processing base, multi-channel enhancement models (#5356) * Audio processing base model, enc-mask-dec enhancement, tests and modules Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed review comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Fixed CodeQL warnings Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed PR comments: - renamed AudioProcessingModel to AudioToAudioModel - various small modifications - updated unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> * Addressed comments - Moved spectrogram to audio_preprocessing - Renamed MultichannelFeatures - Updated config and unit tests Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Ante Jukić <ajukic@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Expose ClusteringDiarizer device (#5681) * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> * Expose device for users to set Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: SeanNaren <snarenthiran@nvidia.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Add Beam Search support to ASR transcribe() (#5443) * Add support for beam decoding via high level API. Signed-off-by: smajumdar <titu1994@gmail.com> * Add ctc decoding section Signed-off-by: smajumdar <titu1994@gmail.com> * Update ctc transcribe API to return results from beam search Signed-off-by: smajumdar <titu1994@gmail.com> * Add argument to preserve arpa file Signed-off-by: smajumdar <titu1994@gmail.com> * Update script to use hydra config, add some support for future compute timesteps, add doc for ctc decoding Signed-off-by: smajumdar <titu1994@gmail.com> * Update eval script and doc to use new API Signed-off-by: smajumdar <titu1994@gmail.com> * Add tests for ctc greedy decoding Signed-off-by: smajumdar <titu1994@gmail.com> * Address reviewer comments and add docstrings Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Fix changes and address comments Signed-off-by: smajumdar <titu1994@gmail.com> * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Signed-off-by: smajumdar <titu1994@gmail.com> Co-authored-by: Samuel Kriman <samuelkriman@gmail.com> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> Signed-off-by: Elena Rastorgueva <erastorgueva@nvidia.com> * Propagate attention_dropout flag for GPT-3 (#5669) * Propagate attention_dropout flag for GPT-3 Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> * Add default to megatron_gpt_config Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Signed-off-by: Mikołaj Błaż <mblaz@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail…

* Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount * new structure for tts datasets in script folder Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * remove cmudict downloading Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * rename mixertts dataset, add vocoder dataset Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add libritts processing Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * update tts dataset and libritts get data Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix bugs in vocoder ds Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add ds * changed vits yaml * rm yaml * fix yaml and model * Added scaler * refactored yaml * managed to run in fp16 * refactoring Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix small bugs and add new todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix optimizers Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * Port Variational Inference with Adversarial Learning (VITS) to NeMo TTS (NVIDIA#6) * Add vits files Add vits_losses.py, vits_modules.py and vits.py. * Move non-vits models to modules * Add vits.yaml * Add _loader to vits.py * Add basic template for vits * Update vits.yaml with vits parameters * Remove extra space * Add top level training script * Add some variables to vits yaml * Add forward and training methods * Fix imports * Added validation step * Log training losses * Update loss calls to use class attributes * Add VITS to models list * Fix all imports * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Fix imports for VITS * Remove old module calls * Fix typo in monotonic align import * Modified validation step 1. reverted to tensorboard 2. validation_step logs audio, mel-spec for batch 0 3. validation_step_alt logs audio, mel-spec for batch 0 and loss_mel * Add parameters from original VITS config * Fix config file * Fix imports and generate spec from audio * Fix incorrect dimensions * Progress update * Fix loss * Fix cuda thing * Fix monotonic align import * Fix typos in vits.py * Disable loss typecheck * Fix spectrogram lengths * Remove Precision 16 requirement * Address lgtm alerts * clean up unused code * Address lgtm alerts * Refactor audio_to_mel_torch method * Use NeMo FilterBank to get melspec Todo: set self.fb * Fix filterbank max frequency to match with original VITS * Fix filterbank features correct length * Address lgtm issues * Remove print statements * Remove stft_pad_amount Co-authored-by: martynwei <martyn.wei@gmail.com> Co-authored-by: Ryan Hong <66425733+rhong99@users.noreply.github.com> Co-authored-by: richa.ren@mail.utoronto.ca <richa.ren@mail.utoronto.ca> Co-authored-by: Jason <jasoli@nvidia.com> Signed-off-by: Jason <jasoli@nvidia.com> * make new commit Signed-off-by: Jason <jasoli@nvidia.com> * add copyright headers Signed-off-by: Jason <jasoli@nvidia.com> * style Signed-off-by: Jason <jasoli@nvidia.com> * rename README Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * fix style without vits_modules Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * add numba code, fix style and add todos Signed-off-by: Oktai Tatanov <oktai.tatanov@gmail.com> * small fix * fix some todos * added numba mas * added DDP sampler * specified versions * fixed for new librosa version * added feature loss * added IPA phonemizer * refactored IPA g2p * added vits losses * some ref * fix * added checkpointing * cp * cfg * merged some 1.8.0 fixes * plt fix * fix logging * fix checkpoint loading * refactored inference * fp32 run * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * new exp * update branch Signed-off-by: ericharper <complex451@gmail.com> * Restored tests previously disabled for 22.03 base (NVIDIA#4109) Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * add augmentation to label models (NVIDIA#4113) * add augmentation to label models Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * duration fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Call register_bert_model after assigning self.bert_model variable (NVIDIA#4116) Signed-off-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> Co-authored-by: Ramanathan Arunachalam <rarunachalam@nvidia.com> * Tutorial on ITN with Thutmose tagger and small fixes (NVIDIA#4117) * 1. Add tutorial. 2. Move a function to fix import in tutorial. 3. Merge multiple spaces into one space in the final output Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fixes for code review Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * Add tutorial to tutorials.rst Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Check implicit grad acc in GLUE dataset building (NVIDIA#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * update the default (NVIDIA#4135) Signed-off-by: ekmb <ebakhturina@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (NVIDIA#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix typo (NVIDIA#4140) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Fix/punctuation avoid overwritting tmp files (NVIDIA#4144) * Add draft of fixing tmp files overwritting Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove accidental changes Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Use built-in tempfile library Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix code style Signed-off-by: PeganovAnton <peganoff2@mail.ru> * bug_fix_diarization_manifest_creation (NVIDIA#4125) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> * fix doc (NVIDIA#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (NVIDIA#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (NVIDIA#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (NVIDIA#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * WaveGlow input type fixes (NVIDIA#4151) Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * notebooks' link, typo and import fix (NVIDIA#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * Thutmose tagger bug fixes (NVIDIA#4162) * add pretrained ngc model, small fixes Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix model location Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * 1. fix typos. 2. write magic functions without space Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add example of inference with pretrained model Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * changed model location to nemo Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * style fix Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix space Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * update speaker docs (NVIDIA#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * changed to vits g2p * refactoring * added cosineLR * Updated whitelist path * 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export update for Megatron + change ORT optimization

31e7a53

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

Davood-M requested review from okuchaiev and MaximumEntropy November 7, 2022 20:27

Davood-M and others added 2 commits November 7, 2022 13:27

Merge branch 'r1.13.0' into davidm/riva_transition

a5502ef

[pre-commit.ci] auto fixes from pre-commit.com hooks

21a5351

for more information, see https://pre-commit.ci

MaximumEntropy requested review from aklife97 and removed request for MaximumEntropy November 7, 2022 20:41

borisfom reviewed Nov 7, 2022

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borisfom requested changes Nov 7, 2022

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Davood-M added 2 commits November 8, 2022 08:51

updated export_utils to use autocast instead of manually casting >:/

836d519

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

Merge branch 'davidm/riva_transition' of github.com:NVIDIA/NeMo into …

c8df3f8

…davidm/riva_transition

Davood-M changed the title ~~export update for Megatron + change ORT optimization~~ Megatron Export Update Nov 8, 2022

removed dtype from LayerNorm

8c1a1d4

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

Davood-M marked this pull request as ready for review November 8, 2022 16:57

Davood-M and others added 2 commits November 8, 2022 09:57

Merge branch 'r1.13.0' into davidm/riva_transition

adfe514

added comment

c6686d8

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

reverting changes on FloatCast

c8f9eae

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

Cherry-picked changes from megatron-norm

18417e4

Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>

Davood-M force-pushed the davidm/riva_transition branch from 87c60e9 to 18417e4 Compare November 15, 2022 16:55

Merge branch 'r1.13.0' into davidm/riva_transition

e096704

Davood-M added 3 commits November 15, 2022 09:18

updated asr_model import to cast_utils

6116f10

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

updated del onnx_model place

dbbdab2

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

changed ort optimization to basic -> temp fix

e334703

Signed-off-by: David Mosallanezhad <dmosallanezh@nvidia.com>

borisfom approved these changes Nov 15, 2022

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borisfom merged commit 68cd1a7 into r1.13.0 Nov 15, 2022

titu1994 deleted the davidm/riva_transition branch February 23, 2023 01:57

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Megatron Export Update #5343

Megatron Export Update #5343

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Megatron Export Update #5343

Megatron Export Update #5343

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