Replace export_for_training with torch.export.export#2724
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**Summary:** This commit deprecates the following variables: ``` TORCH_VERSION_AT_LEAST_2_5 TORCH_VERSION_AT_LEAST_2_4 TORCH_VERSION_AT_LEAST_2_3 TORCH_VERSION_AT_LEAST_2_2 TORCH_VERSION_AFTER_2_5 TORCH_VERSION_AFTER_2_4 TORCH_VERSION_AFTER_2_3 TORCH_VERSION_AFTER_2_2 ``` As of this commit, the latest released version of PyTorch is 2.8, which means we can drop support for 2.5 and before since we only support 3 of the latest releases. The next commit will remove usages of all of these variables from within torchao. **Test Plan:** ``` python test/test_utils.py -k torch_version_deprecation ``` [ghstack-poisoned]
**Summary:** This commit deprecates the following variables: ``` TORCH_VERSION_AT_LEAST_2_5 TORCH_VERSION_AT_LEAST_2_4 TORCH_VERSION_AT_LEAST_2_3 TORCH_VERSION_AT_LEAST_2_2 TORCH_VERSION_AFTER_2_5 TORCH_VERSION_AFTER_2_4 TORCH_VERSION_AFTER_2_3 TORCH_VERSION_AFTER_2_2 ``` As of this commit, the latest released version of PyTorch is 2.8, which means we can drop support for 2.5 and before since we only support 3 of the latest releases. The next commit will remove usages of all of these variables from within torchao. **Test Plan:** ``` python test/test_utils.py -k torch_version_deprecation ``` [ghstack-poisoned]
**Summary:** We gate on the PyTorch version throughout the repo. Recently PyTorch 2.8 was released, so the oldest PyTorch version we need to support is 2.6. After this commit, we assume the user is running PyTorch 2.6+, and remove all references to the following variables, which are deprecated. ``` TORCH_VERSION_AT_LEAST_2_6 TORCH_VERSION_AT_LEAST_2_5 TORCH_VERSION_AT_LEAST_2_4 TORCH_VERSION_AT_LEAST_2_3 TORCH_VERSION_AT_LEAST_2_2 TORCH_VERSION_AFTER_2_5 TORCH_VERSION_AFTER_2_4 TORCH_VERSION_AFTER_2_3 TORCH_VERSION_AFTER_2_2 ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
This was referenced Aug 8, 2025
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/2724
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**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: 6411849 Pull Request resolved: #2724
…export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
andrewor14
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Aug 8, 2025
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: 6d95765 Pull Request resolved: #2724
…export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
andrewor14
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Aug 12, 2025
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: 27faec4 Pull Request resolved: #2724
…export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
andrewor14
added a commit
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Aug 12, 2025
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: c51ad80 Pull Request resolved: #2724
…export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
andrewor14
added a commit
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this pull request
Aug 12, 2025
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: d48c367 Pull Request resolved: #2724
…export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
andrewor14
added a commit
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Aug 12, 2025
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: d7ce94d Pull Request resolved: #2724
…export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
andrewor14
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Aug 12, 2025
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: 64318ec Pull Request resolved: #2724
…export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
andrewor14
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Aug 13, 2025
**Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI ghstack-source-id: 45e8ac6 Pull Request resolved: #2724
andrewor14
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andrewor14
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andrewor14
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liangel-02
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Aug 25, 2025
* Deprecate old TORCH_VERSION variables **Summary:** This commit deprecates the following variables: ``` TORCH_VERSION_AT_LEAST_2_5 TORCH_VERSION_AT_LEAST_2_4 TORCH_VERSION_AT_LEAST_2_3 TORCH_VERSION_AT_LEAST_2_2 TORCH_VERSION_AFTER_2_5 TORCH_VERSION_AFTER_2_4 TORCH_VERSION_AFTER_2_3 TORCH_VERSION_AFTER_2_2 ``` As of this commit, the latest released version of PyTorch is 2.8, which means we can drop support for 2.5 and before since we only support 3 of the latest releases. The next commit will remove usages of all of these variables from within torchao. **Test Plan:** ``` python test/test_utils.py -k torch_version_deprecation ``` [ghstack-poisoned] * Update on "Deprecate old TORCH_VERSION variables" **Summary:** This commit deprecates the following variables: ``` TORCH_VERSION_AT_LEAST_2_5 TORCH_VERSION_AT_LEAST_2_4 TORCH_VERSION_AT_LEAST_2_3 TORCH_VERSION_AT_LEAST_2_2 TORCH_VERSION_AFTER_2_5 TORCH_VERSION_AFTER_2_4 TORCH_VERSION_AFTER_2_3 TORCH_VERSION_AFTER_2_2 ``` As of this commit, the latest released version of PyTorch is 2.8, which means we can drop support for 2.5 and before since we only support 3 of the latest releases. The next commit will remove usages of all of these variables from within torchao. **Test Plan:** ``` python test/test_utils.py -k torch_version_deprecation ``` [ghstack-poisoned] * Drop support for PyTorch 2.5 and before **Summary:** We gate on the PyTorch version throughout the repo. Recently PyTorch 2.8 was released, so the oldest PyTorch version we need to support is 2.6. After this commit, we assume the user is running PyTorch 2.6+, and remove all references to the following variables, which are deprecated. ``` TORCH_VERSION_AT_LEAST_2_6 TORCH_VERSION_AT_LEAST_2_5 TORCH_VERSION_AT_LEAST_2_4 TORCH_VERSION_AT_LEAST_2_3 TORCH_VERSION_AT_LEAST_2_2 TORCH_VERSION_AFTER_2_5 TORCH_VERSION_AFTER_2_4 TORCH_VERSION_AFTER_2_3 TORCH_VERSION_AFTER_2_2 ``` **Test Plan:** CI [ghstack-poisoned] * Remove old `change_linear_weights_to_*` APIs **Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Remove old `change_linear_weights_to_*` APIs" **Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Remove old `change_linear_weights_to_*` APIs" **Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Remove old `change_linear_weights_to_*` APIs" **Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Remove old `change_linear_weights_to_*` APIs" **Summary:** This commit removes these super old quantization APIs that aren't even accessible by the user: ``` change_linear_weights_to_int8_dqtensors change_linear_weights_to_int8_woqtensors change_linear_weights_to_int4_woqtensors ``` **Test Plan:** CI [ghstack-poisoned] * Replace `export_for_training` with `torch.export.export` **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Replace `export_for_training` with `torch.export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Replace `export_for_training` with `torch.export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Replace `export_for_training` with `torch.export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Replace `export_for_training` with `torch.export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned] * Update base for Update on "Replace `export_for_training` with `torch.export.export`" **Summary:** Bypasses the following deprecation warning: ``` `torch.export.export_for_training` is deprecated and will be removed in PyTorch 2.10. Please use `torch.export.export` instead, which is functionally equivalent. ``` Bonus: remove some references to `capture_pre_autograd_graph`, which is even older. **Test Plan:** CI [ghstack-poisoned]
liangel-02
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Aug 25, 2025
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Stack from ghstack (oldest at bottom):
export_for_trainingwithtorch.export.export#2724change_linear_weights_to_*APIs #2721Summary: Bypasses the following deprecation warning:
Bonus: remove some references to
capture_pre_autograd_graph,which is even older.
Test Plan: CI