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For V0.4: Code Merge, clean up and documentation #25

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13 of 14 tasks
walkerning opened this issue Jun 25, 2020 · 1 comment
Open
13 of 14 tasks

For V0.4: Code Merge, clean up and documentation #25

walkerning opened this issue Jun 25, 2020 · 1 comment
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@walkerning @Gaffey @TangChangcheng @Tianyi-THU

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@walkerning
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walkerning commented Jun 25, 2020 •
edited

  • clean up examples organization.
  • clean up unused codes, such as trainer/archnetwork_trainer.py, evaluator/bftune.py, controller/compare.py, controller/archnetwork_controller.py...
  • README
  • Hardware related profiling & parsing flow. (flow description and example)
  • Add a Dockerfile seems unnecessary for a Python package with clear dependencies
  • more primer doc:
    • cfg breakup of ENAS/DARTS
    • orchestration pic, including method calls
    • add DARTS instruction message: python file location, method explain
    • the differences of the saved ckpt, what should be used in derive...
  • RNN example configs, search/final

Research docs

  • README/configs/scripts for FTT-NAS
  • README/configs/scripts for search space profiling
  • README/configs/scripts for GATES
  • README/configs/scripts for Surgery
@walkerning walkerning changed the title Clean up unused codes. Clean up and documentation Jun 28, 2020
@walkerning
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walkerning commented Jul 14, 2020 •
edited

  • I think shuffle_data_before_split should be changed to False... unexpected behavior with different seed (training data accidentally used by controller update/search too), or configuration mismatch.
  • other_kwargs support of prepare_data_queues
  • async trainer continue development, test with detnas
  • hardware interface development

v0.4

  • hardware objective model assets
  • merge more DetNAS codes

@walkerning walkerning changed the title Clean up and documentation For V0.4: Code Merge, clean up and documentation Aug 16, 2020
walkerning pushed a commit that referenced this issue Feb 16, 2021
@zzzDavid
[hardware] add padding preprocessor, update hardware test (#25)
0a5d412 
* [hardware] add padding preprocessor, update test

* [hardware] fixed MLP testcase
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@walkerning @Gaffey @TangChangcheng @Tianyi-THU @sl-zeng