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[Not Merge] Compare to static graph quant, just for debugging. #25010

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wants to merge 18 commits into from
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[Not Merge] Compare to static graph quant, just for debugging. #25010

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@wzzju
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@wzzju wzzju commented Jun 11, 2020

PR types

[Others ]

PR changes

[Others ]

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Compare to static graph quant, just for debugging.

wzzju and others added 17 commits June 8, 2020 06:24
@wzzju
init QAT for dygraph.
79897db
@wzzju
complete the func of transform_qat.
c20c86f
@wzzju
fix the bug of FakeQuantOrWithDequantMovingAverageAbsMaxGradFunctor.
b39eab0
@wzzju
add fake_quant for weights.
ce9656f
@wzzju
use quantized_counterpart instead.
5330d8b
@wzzju
add quant_nn.py for the modularity. test=develop
faad556
@wzzju
fix setting the test attr bug for FakeQuant layer. test=develop
c6b03c9
@wzzju
add test stage for mnist qat ut, test=develop
2db4173
@wzzju
add save_inference_model for dyquant, test=develop
aaa6c81
@wzzju
add in_dygraph_mode condition for quant_nn layers.
f9a52ab
@wzzju
Use DygraphQuantizationPass instead and add save_infer_quant_model. t…
ef3f1af 
…est=develop
@wzzju
set the attr stop_gradient of scale&state&accum as True. test=develop
d863d41
@wzzju
update some details according to the reviewers' suggestion. test=develop
394c37c
@wzzju
add program_translator param for DygraphQuantAware. test=develop
5af2d80
@wzzju
Use the former op's grad as FakeQuantOrWithDequantMovingAverageAbsMax…
0de59f6 
…GradOp's grad value directly. test=develop
@juncaipeng @wzzju
Add test for dygraph quantization
811525f
@wzzju
compare to static graph quant.
2aaf973
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paddle-bot-old bot commented Jun 11, 2020

Thanks for your contribution!
Please add test = develop in your commit message to trigger CI to ensure your PR can be merged.
See Paddle CI Manual for details.

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paddle-bot-old bot commented Jun 11, 2020

❌This PR is not created using PR's template. You can refer to this Demo.
Please use PR's template, it helps save our maintainers' time so that more developers get helped.

@wzzju wzzju closed this Jun 11, 2020
@wzzju wzzju reopened this Jun 18, 2020
@wzzju wzzju closed this Jun 18, 2020
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2 participants

@wzzju @juncaipeng