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CIFAR-10 evaluation #12

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CIFAR-10 evaluation #12

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Commits on Jul 22, 2020

  1. Initial implementation of CIFAR evaluation, currently runs but haven'… 

    …t yet gotten it to reproduce SimCLR results
    @rohinmshah
    rohinmshah committed Jul 22, 2020
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Commits on Aug 5, 2020

  1. Initial implementation of CIFAR evaluation, currently runs but haven'… 

    …t yet gotten it to reproduce SimCLR results
    @rohinmshah
    rohinmshah committed Aug 5, 2020
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  2. Add support for GPU training, miscellaneous improvements

    @rohinmshah
    rohinmshah committed Aug 5, 2020
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  3. Pull out model training code into its own function

    @rohinmshah
    rohinmshah committed Aug 5, 2020
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  4. Compatibility with new learn interface

    @rohinmshah
    rohinmshah committed Aug 5, 2020
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  5. Merge master

    @rohinmshah
    rohinmshah committed Aug 5, 2020
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Commits on Aug 6, 2020

  1. Merge branch 'master' into cifar_eval

    @rohinmshah
    rohinmshah committed Aug 6, 2020
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  2. Implement the correct augmentations for SimCLR on CIFAR-10

    @rohinmshah
    rohinmshah committed Aug 6, 2020
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Commits on Aug 9, 2020

  1. Changes to optimizers and learning rates to be more in line with SimCLR

    @rohinmshah
    rohinmshah committed Aug 9, 2020
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Commits on Aug 10, 2020

  1. Add momentum to optimizer

    @rohinmshah
    rohinmshah committed Aug 10, 2020
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  2. Fix indentation bug

    @rohinmshah
    rohinmshah committed Aug 10, 2020
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Commits on Aug 17, 2020

  1. Address comments on PR, except for LinearWarmupCosine documentation, … 

    …which I am confused about
    @rohinmshah
    rohinmshah committed Aug 17, 2020
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  2. Merge branch 'master' into cifar_eval

    @rohinmshah
    rohinmshah committed Aug 17, 2020
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  3. Rewrote LinearWarmupCosine to be more understandable

    @rohinmshah
    rohinmshah committed Aug 17, 2020
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Commits on Aug 25, 2020

  1. Merge

    @rohinmshah
    rohinmshah committed Aug 25, 2020
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  2. Merge

    @rohinmshah
    rohinmshah committed Aug 25, 2020
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  3. Miscellaneous small fixes

    @rohinmshah
    rohinmshah committed Aug 25, 2020
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Commits on Aug 26, 2020

  1. Make things more parameterizable

    @rohinmshah
    rohinmshah committed Aug 26, 2020
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Commits on Apr 13, 2021

  1. Update .gitignore

    @RPC2
    RPC2 committed Apr 13, 2021
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  2. Merge branch 'master' into cifar_eval

    @RPC2
    RPC2 committed Apr 13, 2021
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Commits on Apr 19, 2021

  1. update model setting

    @RPC2
    RPC2 committed Apr 19, 2021
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Commits on Apr 20, 2021

  1. Make CIFAR runnable for RepL!

    @RPC2
    RPC2 committed Apr 20, 2021
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  2. classification + cleanup

    @RPC2
    RPC2 committed Apr 20, 2021
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  3. some cleanup

    @RPC2
    RPC2 committed Apr 20, 2021
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Commits on Apr 21, 2021

  1. Hardcode warmup_epochs to 2

    @decodyng
    decodyng committed Apr 21, 2021
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  2. Import time

    @decodyng
    decodyng committed Apr 21, 2021
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  3. Make testloader exist

    @decodyng
    decodyng committed Apr 21, 2021
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  4. Is RepL training?

    @decodyng
    decodyng committed Apr 21, 2021
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  5. Hardcode dataset length

    @decodyng
    decodyng committed Apr 21, 2021
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  6. Remove excess logging

    @decodyng
    decodyng committed Apr 21, 2021
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  7. Remove Cosine Annealing to be consistent with repo

    @decodyng
    decodyng committed Apr 21, 2021
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  8. Put their loss in for ours

    @decodyng
    decodyng committed Apr 21, 2021
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  9. Comment otu their losss which is nan for some reason

    @decodyng
    decodyng committed Apr 21, 2021
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  10. Add breakpoint

    @decodyng
    decodyng committed Apr 21, 2021
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  11. Fix config name

    @decodyng
    decodyng committed Apr 21, 2021
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  12. Switch to running their loss

    @decodyng
    decodyng committed Apr 21, 2021
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  13. Add another breakpoint

    @decodyng
    decodyng committed Apr 21, 2021
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  14. Fix numpy call

    @decodyng
    decodyng committed Apr 21, 2021
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  15. What if you used their loss but normalized first to maybe avoid infin… 

    …ities?
    @decodyng
    decodyng committed Apr 21, 2021
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  16. Add ability to do K means evaluation

    @decodyng
    decodyng committed Apr 21, 2021
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  17. Accidentally called encoder.encoder

    @decodyng
    decodyng committed Apr 21, 2021
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  18. double-import tqdm

    @decodyng
    decodyng committed Apr 21, 2021
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  19. Maybe avoid needing traj_info

    @decodyng
    decodyng committed Apr 21, 2021
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  20. Remove unused feature, out

    @decodyng
    decodyng committed Apr 21, 2021
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  21. Allow passing in a pretrained model

    @decodyng
    decodyng committed Apr 21, 2021
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  22. Make it easier to switch between our loss and repo loss

    @decodyng
    decodyng committed Apr 21, 2021
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  23. Normalize our features before using them in KNN

    @decodyng
    decodyng committed Apr 21, 2021
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  24. Unbreak torch.nn.functional import

    @decodyng
    decodyng committed Apr 21, 2021
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Commits on Apr 22, 2021

  1. Examine image scale before augmentations

    @decodyng
    decodyng committed Apr 22, 2021
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  2. Explicitly use their model class

    @decodyng
    decodyng committed Apr 22, 2021
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  3. Use SimCLR model for encoder at least

    @decodyng
    decodyng committed Apr 22, 2021
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  4. No longer expect a tuple in KNN code

    @decodyng
    decodyng committed Apr 22, 2021
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  5. Modify decoder kwargs to be closer to SimCLR

    @decodyng
    decodyng committed Apr 22, 2021
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  6. Add comma back in

    @decodyng
    decodyng committed Apr 22, 2021
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  7. Add code to save images out

    @decodyng
    decodyng committed Apr 22, 2021
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  8. Remove image prepreprocessing to avoid double-normalizing

    @decodyng
    decodyng committed Apr 22, 2021
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  9. Add more image saving and warnings

    @decodyng
    decodyng committed Apr 22, 2021
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  10. Add more image saving and warnings

    @decodyng
    decodyng committed Apr 22, 2021
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  11. Save out more images

    @decodyng
    decodyng committed Apr 22, 2021
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  12. Try to get augmentations to match SimCLR

    @decodyng
    decodyng committed Apr 22, 2021
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  13. Still convert to PILImage

    @decodyng
    decodyng committed Apr 22, 2021
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  14. Add back numpy conversion without x255

    @decodyng
    decodyng committed Apr 22, 2021
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  15. Add 255x back in

    @decodyng
    decodyng committed Apr 22, 2021
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  16. Normalize in the same way as SimCLR

    @decodyng
    decodyng committed Apr 22, 2021
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  17. For some reason getting a dimension error

    @decodyng
    decodyng committed Apr 22, 2021
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  18. Go back to other normalization

    @decodyng
    decodyng committed Apr 22, 2021
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Commits on Apr 23, 2021

  1. Cleanup and final push for the evening

    @decodyng
    decodyng committed Apr 23, 2021
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  2. Switch from bilinear to bicubic interpolation

    @decodyng
    decodyng committed Apr 23, 2021
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  3. No longer convert to numpy array before PIL image

    @decodyng
    decodyng committed Apr 23, 2021
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  4. Transpose numpy array so PILImage has the right shape:

    @decodyng
    decodyng committed Apr 23, 2021
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  5. Breakpoint before augmentation

    Cody Wild committed Apr 23, 2021
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  6. Merge branch 'cifar_eval' of github.com:HumanCompatibleAI/il-represen… 

    …tations into cifar_eval
    Cody Wild committed Apr 23, 2021
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  7. Uniform_ contexts and target

    @decodyng
    decodyng committed Apr 23, 2021
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  8. Merge branch 'cifar_eval' of github.com:HumanCompatibleAI/il-represen… 

    …tations into cifar_eval
    Cody Wild committed Apr 23, 2021
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  9. log every interval

    @decodyng
    decodyng committed Apr 23, 2021
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  10. Merge branch 'cifar_eval' of github.com:HumanCompatibleAI/il-represen… 

    …tations into cifar_eval
    Cody Wild committed Apr 23, 2021
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  11. Make zs uniform

    @decodyng
    decodyng committed Apr 23, 2021
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  12. Merge branch 'cifar_eval' of github.com:HumanCompatibleAI/il-represen… 

    …tations into cifar_eval
    Cody Wild committed Apr 23, 2021
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  13. Set seed to 10

    @decodyng
    decodyng committed Apr 23, 2021
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  14. Merge branch 'cifar_eval' of github.com:HumanCompatibleAI/il-represen… 

    …tations into cifar_eval
    Cody Wild committed Apr 23, 2021
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  15. Add seed back in

    Cody Wild committed Apr 23, 2021
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  16. No longer have random zs

    Cody Wild committed Apr 23, 2021
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  17. Remove breakpoint

    Cody Wild committed Apr 23, 2021
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  18. Remove random seed

    @decodyng
    decodyng committed Apr 23, 2021
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  19. Examine distribution after encoder

    @decodyng
    decodyng committed Apr 23, 2021
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  20. No longer randomize images

    @decodyng
    decodyng committed Apr 23, 2021
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  21. Remove extraneous breakpoint

    @decodyng
    decodyng committed Apr 23, 2021
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Commits on Apr 24, 2021

  1. Add parameter check to repl

    @decodyng
    decodyng committed Apr 24, 2021
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Commits on Apr 26, 2021

  1. Swap our data loader for theirs

    @decodyng
    decodyng committed Apr 26, 2021
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  2. Add dataloader back in and add breakpoint

    @decodyng
    decodyng committed Apr 26, 2021
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  3. Try to get .next() to work

    @decodyng
    decodyng committed Apr 26, 2021
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  4. Swap in new contexts/targets temporarily

    @decodyng
    decodyng committed Apr 26, 2021
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  5. If we double augment that should break things... right?

    @decodyng
    decodyng committed Apr 26, 2021
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  6. Switch back to using our data loader

    @decodyng
    decodyng committed Apr 26, 2021
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  7. Skip the decoding step entirely

    @decodyng
    decodyng committed Apr 26, 2021
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  8. Don't calculate norm on decoder while we're testing out not using it

    @decodyng
    decodyng committed Apr 26, 2021
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  9. Remove decoder from _calculate_norms

    @decodyng
    decodyng committed Apr 26, 2021
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Commits on Apr 27, 2021

  1. try to use direct network output instead of a distribution

    Cynthia Chen committed Apr 27, 2021
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  2. return to using multivariate normal and adjust loss and temperature

    Cynthia Chen committed Apr 27, 2021
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  3. test linear head

    Cynthia Chen committed Apr 27, 2021
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  4. Try to fully use SimCLR repo's linear evaluation code

    @RPC2
    RPC2 committed Apr 27, 2021
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  5. select test method

    @RPC2
    RPC2 committed Apr 27, 2021
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  6. Add comment

    @decodyng
    decodyng committed Apr 27, 2021
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  7. Merge branch 'cifar_eval' of github.com:HumanCompatibleAI/il-represen… 

    …tations into cifar_eval
    @decodyng
    decodyng committed Apr 27, 2021
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  8. Specifically ablate change to decoder

    @decodyng
    decodyng committed Apr 27, 2021
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  9. Switch ReLu back to be after BatchNorm

    @decodyng
    decodyng committed Apr 27, 2021
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  10. Remove breakpoint on Github

    @decodyng
    decodyng committed Apr 27, 2021
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Commits on Apr 30, 2021

  1. config for running few trajs

    @RPC2
    RPC2 committed Apr 30, 2021
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  2. Merge branch 'master' into gcp-cyn

    @RPC2
    RPC2 committed Apr 30, 2021
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  3. Update chain_configs.py

    @RPC2
    RPC2 committed Apr 30, 2021
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  4. Finding a good gpu number balance

    @RPC2
    RPC2 committed Apr 30, 2021
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Commits on May 6, 2021

  1. Add SimCLR model to default SimCLR settings

    @RPC2
    RPC2 committed May 6, 2021
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  2. Try to use 3e-4 lr for SimCLR repl

    @RPC2
    RPC2 committed May 6, 2021
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  3. Merge branch 'gcp-cyn' into cifar_eval

    @RPC2
    RPC2 committed May 6, 2021
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  4. update config

    @RPC2
    RPC2 committed May 6, 2021
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  5. comment out context saving code

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  6. Try augmenting with SimCLR default

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    RPC2 committed May 6, 2021
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  7. adjust augmenter

    Cynthia committed May 6, 2021
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  8. Try to use multiple GPUs

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    RPC2 committed May 6, 2021
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  9. Add a script for running simclr

    Cynthia committed May 6, 2021
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  10. adjust decoder input dim

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  11. Merge branch 'cifar_eval' of https://github.com/HumanCompatibleAI/il-… 

    …representations into cifar_eval
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  12. Adjust decoder shape and normalization

    Cynthia committed May 6, 2021
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  13. Update run_il.sh for long dmc runs with few trajs

    Cynthia Chen committed May 6, 2021
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  14. Merge branch 'gcp-cyn' of ssh://github.com/HumanCompatibleAI/il-repre… 

    …sentations into gcp-cyn
    Cynthia Chen committed May 6, 2021
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Commits on May 7, 2021

  1. Setting up loading procgen dataset

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  2. Merge branch 'procgen' of github.com:HumanCompatibleAI/il-representat… 

    …ions into gcp-cyn
    Cynthia committed May 7, 2021
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  3. Merge branch 'gcp-cyn' into procgen

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  4. Merge branch 'procgen' of github.com:HumanCompatibleAI/il-representat… 

    …ions into gcp-cyn
    Cynthia committed May 7, 2021
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  5. Adding support for procgen (loading env)

    Cynthia committed May 7, 2021
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  6. Set Procgen env names

    Cynthia committed May 7, 2021
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Commits on May 11, 2021

  1. Update loading procgen envs

    Cynthia committed May 11, 2021
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  2. Maybe we don't need next_obs?

    Cynthia committed May 11, 2021
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  3. Env wrapper is already handled by Procgen

    Cynthia committed May 11, 2021
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  4. More clean up

    Cynthia committed May 11, 2021
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  5. Add framestack

    Cynthia committed May 11, 2021
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Commits on May 12, 2021

  1. Adjust encoder network channel

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    RPC2 committed May 12, 2021
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  2. Merge branch 'procgen' into cifar_eval

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    RPC2 committed May 12, 2021
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  3. Update simclr running script

    Cynthia Chen committed May 12, 2021
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  4. Try a smaller network

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    RPC2 committed May 12, 2021
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  5. See if it can run end to end

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    RPC2 committed May 12, 2021
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  6. Update encoder kwargs

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    RPC2 committed May 12, 2021
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  7. Current script to train simclr as repl

    Cynthia committed May 12, 2021
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  8. Use default augmentation

    Cynthia committed May 12, 2021
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