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[experimental] Dino for LR prediction #474

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wants to merge 18 commits into from
Closed

[experimental] Dino for LR prediction #474

wants to merge 18 commits into from

Commits on Oct 6, 2024

  1. toy example done on lr, unbatched

    @rtabrizi
    rtabrizi committed Oct 6, 2024
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  2. added plots and final train run once optimal LR found

    @rtabrizi
    rtabrizi committed Oct 6, 2024
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Commits on Oct 10, 2024

  1. optimized code, added filter for reinforce losses, pre PPO

    @rtabrizi
    rtabrizi committed Oct 10, 2024
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Commits on Oct 12, 2024

  1. started simple tile trainer, need to fix coordinate system

    @rtabrizi
    rtabrizi committed Oct 12, 2024
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Commits on Oct 13, 2024

  1. tile trainer fix

    @aayushg55
    aayushg55 committed Oct 13, 2024
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  2. fixed coordinate system

    @rtabrizi
    rtabrizi committed Oct 13, 2024
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  3. running into nondeterministic runs issue, seems to be gpu randomness

    @rtabrizi
    rtabrizi committed Oct 13, 2024
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Commits on Oct 19, 2024

  1. Ppo (#1) 

    * starting ppo

* restructured ppo

* Working ppo (on lr_predictor)

* cleaned up

* starting ppo

* restructured ppo

* Working ppo (on lr_predictor)

* cleaned up
    @aayushg55
    aayushg55 authored Oct 19, 2024
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  2. started dino lr_predictor

    @aayushg55
    aayushg55 committed Oct 19, 2024
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Commits on Oct 21, 2024

  1. latest debugging

    @aayushg55
    aayushg55 committed Oct 21, 2024
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Commits on Oct 22, 2024

  1. fixed lr issue causing fast learning

    @aayushg55
    aayushg55 committed Oct 22, 2024
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  2. cleanup, training bug fixes, debug plotting

    @aayushg55
    aayushg55 committed Oct 22, 2024
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Commits on Oct 24, 2024

  1. multi img dataset in progress

    @aayushg55
    aayushg55 committed Oct 24, 2024
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Commits on Oct 25, 2024

  1. hyperparam sweep

    @aayushg55
    aayushg55 committed Oct 25, 2024
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Commits on Oct 26, 2024

  1. working hyperparameter sweep

    @aayushg55
    aayushg55 committed Oct 26, 2024
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  2. changed obs to img idx and critic to avg of rew for debug

    @aayushg55
    aayushg55 committed Oct 26, 2024
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Commits on Oct 28, 2024

  1. working distributed sweep for lr pred, loading/saving checkpoints, an… 

    …d eval
    @aayushg55
    aayushg55 committed Oct 28, 2024
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Commits on Nov 2, 2024

  1. questionably sucessful dino + lr prediction

    @aayushg55
    aayushg55 committed Nov 2, 2024
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