Add AOPerModuleConfig #2119
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Add AOPerModuleConfig #2119
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This allows:
per module config by name, e.g. linear: config1, embedding: config2
skipping config by module name
specify default config for all supported modules by default (modules that passes the filter function)
```
config1 = Int4WeightOnlyConfig(group_size=32)
config2 = Int8WeightOnlyConfig()
config = AOPerModuleConfig({"_default": config1, "linear2": config2})
config1 = Int4WeightOnlyConfig(group_size=32)
config2 = Int8WeightOnlyConfig()
config = AOPerModuleConfig({"linear1": config1, "linear2": config2})
```
Test Plan:
python test/quantization/test_quant_api.py -k test_ao_per_module_config
Reviewers:
Subscribers:
Tasks:
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🔗 Helpful Links🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/2119
Note: Links to docs will display an error until the docs builds have been completed. ⏳ No Failures, 5 PendingAs of commit 24788ca with merge base d06b3e3 ( This comment was automatically generated by Dr. CI and updates every 15 minutes. |
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Summary
This allows:
Test Plan:
python test/quantization/test_quant_api.py -k test_ao_per_module_config
Reviewers:
Subscribers:
Tasks:
Tags: