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Fix torch.intx support in FakeQuantizeConfig #1544

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Jan 14, 2025
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Summary: Fixes the following error when passing torch.intx to FakeQuantizeConfig. These dtypes were introduced in PyTorch 2.6+:

ValueError: Unsupported dtype 'torch.int4', choose from [torch.int8, torch.uint8, <TorchAODType.INT1: 1>, <TorchAODType.INT2: 2>, <TorchAODType.INT3: 3>, <TorchAODType.INT4: 4>, <TorchAODType.INT5: 5>, <TorchAODType.INT6: 6>, <TorchAODType.INT7: 7>, torch.uint1, torch.uint2, torch.uint3, torch.uint4, torch.uint5, torch.uint6, torch.uint7]

Test Plan:
python test/quantization/test_qat.py -k test_fake_quantize_config_torch_intx

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@andrewor14 andrewor14 requested a review from jerryzh168 January 10, 2025 21:40
@facebook-github-bot facebook-github-bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Jan 10, 2025
@jerryzh168 jerryzh168 added topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories) topic: bug fix Use this tag for PRs that fix bugs and removed topic: improvement Use this tag if this PR is an improvement (doesn't fit into any of the other categories) labels Jan 10, 2025
**Summary:** Fixes the following error when passing `torch.intx` to
`FakeQuantizeConfig`. These dtypes were introduced in PyTorch 2.6+:

```
ValueError: Unsupported dtype 'torch.int4', choose from [torch.int8, torch.uint8, <TorchAODType.INT1: 1>, <TorchAODType.INT2: 2>, <TorchAODType.INT3: 3>, <TorchAODType.INT4: 4>, <TorchAODType.INT5: 5>, <TorchAODType.INT6: 6>, <TorchAODType.INT7: 7>, torch.uint1, torch.uint2, torch.uint3, torch.uint4, torch.uint5, torch.uint6, torch.uint7]
```

**Test Plan:**
python test/quantization/test_qat.py -k test_fake_quantize_config_torch_intx
@andrewor14 andrewor14 merged commit b3deb16 into main Jan 14, 2025
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