porting sq to autoround #199
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n1ck-guo
commented
Jul 24, 2024
n1ck-guo
commented
- example
- api
- remove duplication process/code, increase running speed
- evaluation on few models
- tune alpha / exec order ?
Signed-off-by: n1ck-guo <[email protected]>
wenhuach21
reviewed
Jul 24, 2024
auto_round/smooth_quant/__init__.py
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| @@ -0,0 +1,16 @@ | |||
| #!/usr/bin/env python | |||
| # -*- coding: utf-8 -*- | |||
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move it to algorithm_ext
wenhuach21
reviewed
Jul 24, 2024
| absorb_to_layer = self.remove_unsupported_layers(model, absorb_to_layer, no_absorb_layers) | ||
| return absorb_to_layer, no_absorb_layers | ||
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| def remove_unsupported_layers(self, model, absorb_to_layer, no_absorb_layers): |
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refer to autoawq to support handcrafted fused patten for popular models and use these configs first. graph trace has some limitations
wenhuach21
reviewed
Jul 24, 2024
| "alpha_max": 1.0, | ||
| "alpha_step": 0.1, | ||
| "shared_criterion": "mean", | ||
| "n_samples": 32, ##512 for cuda, 128 for cpu? |
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tune this parameters for gpu
Signed-off-by: n1ck-guo <[email protected]>
Signed-off-by: n1ck-guo <[email protected]>
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Please wait to merge until version 0.3 is released. |
Signed-off-by: n1ck-guo <[email protected]>
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