Generalize FakeQuantizer beyond intx #2714
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**Summary:** Similar to #2628, but for `FakeQuantizer`. It is cleaner to isolate the logic of each quantizer in separate classes, e.g. intx vs nvfp4 vs fp8. Naming change: ``` FakeQuantizer -> IntxFakeQuantizer ``` **BC-breaking notes:** This is technically not BC-breaking yet since we are just deprecating the old APIs while keeping them around. It will be when we do remove the old APIs in the future according to #2630. Before: ``` config = IntxFakeQuantizeConfig(torch.int8, "per_channel") FakeQuantizer(config) ``` After: ``` config = IntxFakeQuantizeConfig(torch.int8, "per_channel") IntxFakeQuantizer(config) # or FakeQuantizerBase.from_config(config) ``` **Test Plan:** ``` python test/quantization/test_qat.py ``` [ghstack-poisoned]
🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/2714
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andrewor14
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**Summary:** Similar to #2628, but for `FakeQuantizer`. It is cleaner to isolate the logic of each quantizer in separate classes, e.g. intx vs nvfp4 vs fp8. Naming change: ``` FakeQuantizer -> IntxFakeQuantizer ``` **BC-breaking notes:** This is technically not BC-breaking yet since we are just deprecating the old APIs while keeping them around. It will be when we do remove the old APIs in the future according to #2630. Before: ``` config = IntxFakeQuantizeConfig(torch.int8, "per_channel") FakeQuantizer(config) ``` After: ``` config = IntxFakeQuantizeConfig(torch.int8, "per_channel") IntxFakeQuantizer(config) # or FakeQuantizerBase.from_config(config) ``` **Test Plan:** ``` python test/quantization/test_qat.py ``` ghstack-source-id: 3867fab Pull Request resolved: #2714
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jerryzh168
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if not BC breaking, probably don't need to a bc-breaking note, seems like more of a deprecation note |
jerryzh168
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Aug 7, 2025
liangel-02
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Aug 25, 2025
**Summary:** Similar to #2628, but for `FakeQuantizer`. It is cleaner to isolate the logic of each quantizer in separate classes, e.g. intx vs nvfp4 vs fp8. Naming change: ``` FakeQuantizer -> IntxFakeQuantizer ``` **BC-breaking notes:** This is technically not BC-breaking yet since we are just deprecating the old APIs while keeping them around. It will be when we do remove the old APIs in the future according to #2630. Before: ``` config = IntxFakeQuantizeConfig(torch.int8, "per_channel") FakeQuantizer(config) ``` After: ``` config = IntxFakeQuantizeConfig(torch.int8, "per_channel") IntxFakeQuantizer(config) # or FakeQuantizerBase.from_config(config) ``` **Test Plan:** ``` python test/quantization/test_qat.py ``` [ghstack-poisoned]
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Stack from ghstack (oldest at bottom):
Summary: Similar to #2628,
but for
FakeQuantizer. It is cleaner to isolate the logic ofeach quantizer in separate classes, e.g. intx vs nvfp4 vs fp8.
Naming change:
BC-breaking notes: This is technically not BC-breaking yet
since we are just deprecating the old APIs while keeping them
around. It will be when we do remove the old APIs in the future
according to #2630.
Before:
After:
Test Plan: