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support classic nas mode: each chosen arch as a separate trial job #1775

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merged 14 commits into from
Nov 26, 2019

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QuanluZhang
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@QuanluZhang QuanluZhang commented Nov 24, 2019

  1. implement a mutator for classic nas mode
  2. generate search space automatically with dry run for starting nni experiment
  3. support standalone mode for nas, users could simply run the trial command with nni experiment for easy debug
  4. define search space format for LayerChoice and InputChoice
  5. Modify PPO tuner and the customized random nas tuner for handling the new search space format

src/sdk/pynni/nni/nas/pytorch/classic_nas/mutator.py Outdated Show resolved Hide resolved
src/sdk/pynni/nni/nas/pytorch/classic_nas/mutator.py Outdated Show resolved Hide resolved
src/sdk/pynni/nni/nas/pytorch/classic_nas/mutator.py Outdated Show resolved Hide resolved
src/sdk/pynni/nni/nas/pytorch/classic_nas/mutator.py Outdated Show resolved Hide resolved
src/sdk/pynni/nni/nas/pytorch/classic_nas/mutator.py Outdated Show resolved Hide resolved
src/sdk/pynni/nni/nas/pytorch/classic_nas/mutator.py Outdated Show resolved Hide resolved
tools/nni_cmd/launcher.py Outdated Show resolved Hide resolved
@ultmaster
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Please switch base to master.

@QuanluZhang QuanluZhang changed the base branch from dev-nas-refactor to master November 26, 2019 05:35
@QuanluZhang QuanluZhang merged commit aa51e79 into microsoft:master Nov 26, 2019
@QuanluZhang QuanluZhang deleted the dev-classic-nas branch February 20, 2020 13:58
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4 participants