[GLCC]Part-3: Support jit.save and jit.load for pylayer op #57066
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MarioLulab
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for backward program
in jit.load
MarioLulab
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Aurelius84
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Sep 22, 2023
| def forward(self, x1, x2): | ||
| y1 = self.linear1(x1) | ||
| y2 = self.linear1(x2) | ||
| out = cus_tanh_2.apply(y1, func1=paddle.tanh) |
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| out = cus_tanh_2.apply(y1, func1=paddle.tanh) | |
| out = cus_tanh_2.apply(y1, paddle.tanh) |
部分单测可以去掉形参指示，这样可以丰富单测样例
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好的，将在下一个 pr 进行修改
| @@ -160,77 +211,83 @@ def _mock_guard(mock): | |||
| base.Executor._prune_program = original | |||
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| def net1(): | |||
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| def net1(): | |
| def create_net1(): |
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好的，将在下一个 pr 进行修改
| return x, y, label, loss1, loss2, w_param_attrs | ||
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| def net2(): |
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| def net2(): | |
| def create_net2(): |
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好的，将在下一个 pr 进行修改
Frida-a
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Oct 14, 2023
…dle#57066) * complete static_pylayer op * finish static_pylayer op context manager * finish single test * append import path * maybe modify test/ir/inference * percept static_pylayer op in dy2st
jiahy0825
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Oct 16, 2023
…dle#57066) * complete static_pylayer op * finish static_pylayer op context manager * finish single test * append import path * maybe modify test/ir/inference * percept static_pylayer op in dy2st
danleifeng
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Nov 14, 2023
…dle#57066) * complete static_pylayer op * finish static_pylayer op context manager * finish single test * append import path * maybe modify test/ir/inference * percept static_pylayer op in dy2st
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PR types
New features
PR changes
Others
Description
Original requirements
It is expected that the PyLayer mechanism in the dynamic graph of the Paddle can interoperate with the @to_staitc of the Paddle's dynamic to static, supporting the custom layer of the PyLayer in the model to be perceived by the @to_static and correctly generating the static graph Program, and supporting the training of the dynamic to static and the exporting for inference.
So our main objective is to Enable PyLayer to Support @to_static. In this PR, we support
pylayerop can be exported byjit.saveand loaded byjit.loadfor subsequent inference.Related issues
【Feature Request】 PyLayer 功能支持动转静 @to_static 🚀: #54120
Related PR
[GLCC]Part-1: Add pylayer op to Support @to_static: #56108
[GLCC]Part-2: @to_static support for PyLayer: #56531
Project Records
https://github.com/MarioLulab/GLCC2023-Paddle-Record
Main works
core.pruneandcore.prune_backwardto handleBLOCKSattribute of operators by refining theprune.cc.normalize_programfunction to remove backward block id ofpylayerop.test_prune.py,test_program_prune_backward.pyandtest_inference_model_io.py, etc.PyLayer.