Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/71168
In this PR we want to enable the reference path by default for CopyNodeQuantizeHandler
Test Plan:
python test/test_quantization.py TestQuantizeFx
python test/test_quantization.py TestQuantizeFxOps
Imported from OSS
Reviewed By: andrewor14
Differential Revision: D33715995
fbshipit-source-id: eda44892fcea3a1cba54ac75bc020f73e1becc8c
(cherry picked from commit a2cf63f68d)
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/70257
Makes dynamic quantization for linear module work in DBR quant.
Coverage for more ops and functionals will be in future PRs.
Test Plan:
```
python test/test_quantization.py -k DBR
```
Reviewed By: jerryzh168
Differential Revision: D33262300
Pulled By: vkuzo
fbshipit-source-id: c1cb0f9dd3f42216ad6ba19f4222b171ff170174
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/69720
This function is also useful for DBR quant, moving it from FX utils
to common utils.
Test Plan:
```
python test/test_quantization.py TestQuantizeFx
python test/test_quantization.py TestQuantizeDBR
```
Reviewed By: jerryzh168
Differential Revision: D33003473
Pulled By: vkuzo
fbshipit-source-id: 20360682c69d614a645c14fc29d3ee023d6b2623
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/68770
Previous fusion only works for a sequnce of ops, which is not general enough for fusion patterns
that is defined by a subgraph, this PR refactors that to make it more general
Test Plan:
```
python test/test_quantization.py TestFuseFx
```
Imported from OSS
Reviewed By: vkuzo
Differential Revision: D32602637
fbshipit-source-id: a7897c62081b9d71c67fb56e78484cf68deaacf6
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/68769
att, since we want to use this type in fuser_method_mapping in later PRs
Test Plan:
no change to logic, just regression test on ci
```
python test/test_quantization.py
```
Imported from OSS
Reviewed By: vkuzo
Differential Revision: D32602636
fbshipit-source-id: 15b95241431dfca9b1088d0920bf75705b37aa9a
Summary:
Pull Request resolved: https://github.com/pytorch/pytorch/pull/64919
AO Team is migrating the existing torch.quantization into torch.ao.quantization. We are doing it one file at a time to make sure that the internal callsites are updated properly. This migrates the quantization utilities.
ghstack-source-id: 138303325
Test Plan: `buck test mode/dev //caffe2/test:quantization`
Reviewed By: jerryzh168
Differential Revision: D30899082
fbshipit-source-id: 85eb38c419e417147e71758b682cd095308dd0c9
