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Added Ray remote backend and Dask distributed preprocessing #1090

Merged
merged 128 commits into from
Mar 19, 2021
Merged

Added Ray remote backend and Dask distributed preprocessing #1090

merged 128 commits into from
Mar 19, 2021

Commits on Oct 18, 2020

  1. POC of Dask replacing Pandas for CSV

    @tgaddair
    tgaddair committed Oct 18, 2020
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Commits on Oct 22, 2020

  1. WIP performance improvements for categorical

    @tgaddair
    tgaddair committed Oct 22, 2020
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  2. Removed debug code

    @tgaddair
    tgaddair committed Oct 22, 2020
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  3. Auto parallelize across CPU cores

    @tgaddair
    tgaddair committed Oct 22, 2020
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Commits on Oct 23, 2020

  1. Added DataProcessingEngine

    @tgaddair
    tgaddair committed Oct 23, 2020
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  2. Fixed split

    @tgaddair
    tgaddair committed Oct 23, 2020
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  3. Fixed API

    @tgaddair
    tgaddair committed Oct 23, 2020
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Commits on Oct 24, 2020

  1. Fixed data processing

    @tgaddair
    tgaddair committed Oct 24, 2020
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  2. Drop index

    @tgaddair
    tgaddair committed Oct 24, 2020
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  3. Added Petastorm dataset

    @tgaddair
    tgaddair committed Oct 24, 2020
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  4. Cleaned up dataset creation

    @tgaddair
    tgaddair committed Oct 24, 2020
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  5. Added Dataset

    @tgaddair
    tgaddair committed Oct 24, 2020
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  6. Train from dataset

    @tgaddair
    tgaddair committed Oct 24, 2020
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  7. Fixed bugs

    @tgaddair
    tgaddair committed Oct 24, 2020
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Commits on Oct 25, 2020

  1. Fixed string_utils

    @tgaddair
    tgaddair committed Oct 25, 2020
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  2. Fixed tests

    @tgaddair
    tgaddair committed Oct 25, 2020
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  3. Fixed temp dataset

    @tgaddair
    tgaddair committed Oct 25, 2020
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  4. Added Backend

    @tgaddair
    tgaddair committed Oct 25, 2020
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  5. Plumb through backend

    @tgaddair
    tgaddair committed Oct 25, 2020
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  6. Plumb backend through get_feature_meta

    @tgaddair
    tgaddair committed Oct 25, 2020
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  7. Plumb through backend to add_feature_data

    @tgaddair
    tgaddair committed Oct 25, 2020
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  8. Plumb in preprocess_for_prediction

    @tgaddair
    tgaddair committed Oct 25, 2020
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  9. Fixed Pandas processing

    @tgaddair
    tgaddair committed Oct 25, 2020
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  10. Added cache management

    @tgaddair
    tgaddair committed Oct 25, 2020
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  11. Fixed unit tests

    @tgaddair
    tgaddair committed Oct 25, 2020
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  12. Removed context, engine to processor

    @tgaddair
    tgaddair committed Oct 25, 2020
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  13. Added numerical test

    @tgaddair
    tgaddair committed Oct 25, 2020
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  14. RayBackend -> DaskBackend

    @tgaddair
    tgaddair committed Oct 25, 2020
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  15. Fixed read_xsv

    @tgaddair
    tgaddair committed Oct 25, 2020
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Commits on Oct 26, 2020

  1. Fixed set feature

    @tgaddair
    tgaddair committed Oct 26, 2020
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  2. Untracked Netflix example

    @tgaddair
    tgaddair committed Oct 26, 2020
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  3. Added Dask requirements

    @tgaddair
    tgaddair committed Oct 26, 2020
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  4. Fixed bag feature

    @tgaddair
    tgaddair committed Oct 26, 2020
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  5. Fixed vector feature

    @tgaddair
    tgaddair committed Oct 26, 2020
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  6. Fixed h3

    @tgaddair
    tgaddair committed Oct 26, 2020
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  7. Fixed date

    @tgaddair
    tgaddair committed Oct 26, 2020
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  8. Fixed timeseries

    @tgaddair
    tgaddair committed Oct 26, 2020
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Commits on Oct 27, 2020

  1. Converted audio features processing

    @tgaddair
    tgaddair committed Oct 27, 2020
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  2. Fixed reshaping

    @tgaddair
    tgaddair committed Oct 27, 2020
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  3. Fixed tests

    @tgaddair
    tgaddair committed Oct 27, 2020
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  4. Removed debug print

    @tgaddair
    tgaddair committed Oct 27, 2020
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  5. Fixed image processing

    @tgaddair
    tgaddair committed Oct 27, 2020
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  6. Added tests for exceptions

    @tgaddair
    tgaddair committed Oct 27, 2020
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  7. meta_kwargs -> map_objects

    @tgaddair
    tgaddair committed Oct 27, 2020
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  8. Removed unused methods

    @tgaddair
    tgaddair committed Oct 27, 2020
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  9. Removed prints

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    tgaddair committed Oct 27, 2020
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  10. Reduced runtime

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    tgaddair committed Oct 27, 2020
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Commits on Oct 28, 2020

  1. Removed Dask dependency on critical code paths

    @tgaddair
    tgaddair committed Oct 28, 2020
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  2. Added dask extra

    @tgaddair
    tgaddair committed Oct 28, 2020
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  3. Fixed concatenation

    @tgaddair
    tgaddair committed Oct 28, 2020
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  4. Fixed split empty dataset

    @tgaddair
    tgaddair committed Oct 28, 2020
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  5. Fixed subselect

    @tgaddair
    tgaddair committed Oct 28, 2020
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  6. Restored tests, removed subselect

    @tgaddair
    tgaddair committed Oct 28, 2020
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Commits on Oct 30, 2020

  1. Moved meta.json

    @tgaddair
    tgaddair committed Oct 30, 2020
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  2. Fixed cache key

    @tgaddair
    tgaddair committed Oct 30, 2020
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  3. Updated Petastorm

    @tgaddair
    tgaddair committed Oct 30, 2020
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  4. Spawn Dask tests

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    tgaddair committed Oct 30, 2020
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  5. Merge branch 'master' into dask

    @tgaddair
    tgaddair committed Oct 30, 2020
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  6. Fixed test_sequence_features.py

    @tgaddair
    tgaddair committed Oct 30, 2020
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  7. Added tables

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    tgaddair committed Oct 30, 2020
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Commits on Oct 31, 2020

  1. Fixed image features

    @tgaddair
    tgaddair committed Oct 31, 2020
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  2. Fixed string_utils.py

    @tgaddair
    tgaddair committed Oct 31, 2020
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  3. Fixed kfold

    @tgaddair
    tgaddair committed Oct 31, 2020
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  4. Fixed test splits

    @tgaddair
    tgaddair committed Oct 31, 2020
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  5. Fixed test_visualization_api.py

    @tgaddair
    tgaddair committed Oct 31, 2020
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  6. Fixed test_visualization.py

    @tgaddair
    tgaddair committed Oct 31, 2020
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  7. Fixed Dask

    @tgaddair
    tgaddair committed Oct 31, 2020
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  8. Fixed test_experiment.py

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    tgaddair committed Oct 31, 2020
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Commits on Nov 6, 2020

  1. Changed backend to processor in string_utils

    @tgaddair
    tgaddair committed Nov 6, 2020
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  2. Added RayBackend to Dask preprocessing and Horovod training on a Ray … 

    …cluster
    @tgaddair
    tgaddair committed Nov 6, 2020
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  3. Replaced Trainer with Backend abstraction

    @tgaddair
    tgaddair committed Nov 6, 2020
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  4. Added Ray test

    @tgaddair
    tgaddair committed Nov 6, 2020
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  5. Added Ray test implementation

    @tgaddair
    tgaddair committed Nov 6, 2020
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  6. Refactored into mixins

    @tgaddair
    tgaddair committed Nov 6, 2020
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  7. Fixed TensorFlow initialization

    @tgaddair
    tgaddair committed Nov 6, 2020
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  8. Added remote utils

    @tgaddair
    tgaddair committed Nov 6, 2020
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  9. Fixed ECD serialization

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    tgaddair committed Nov 6, 2020
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Commits on Nov 8, 2020

  1. Added sync_model to backend

    @tgaddair
    tgaddair committed Nov 8, 2020
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  2. Created RayPredictor

    @tgaddair
    tgaddair committed Nov 8, 2020
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  3. Fixed kwargs

    @tgaddair
    tgaddair committed Nov 8, 2020
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  4. Fixed Horovod in Ray

    @tgaddair
    tgaddair committed Nov 8, 2020
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  5. Added return_on_master

    @tgaddair
    tgaddair committed Nov 8, 2020
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  6. Renamed return_first for clarity

    @tgaddair
    tgaddair committed Nov 8, 2020
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Commits on Nov 9, 2020

  1. Refactored broadcast_return

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    tgaddair committed Nov 9, 2020
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Commits on Nov 10, 2020

  1. Added Backend plumbing in hyperopt

    @tgaddair
    tgaddair committed Nov 10, 2020
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  2. Refactored horovod_utils

    @tgaddair
    tgaddair committed Nov 10, 2020
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  3. Removed occurrences of use_horovod

    @tgaddair
    tgaddair committed Nov 10, 2020
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  4. Replaced is_on_master

    @tgaddair
    tgaddair committed Nov 10, 2020
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  5. Replaced is_on_master with is_coordinator for Trainer and Predictor

    @tgaddair
    tgaddair committed Nov 10, 2020
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  6. Removed remaining occurrences of is_on_master

    @tgaddair
    tgaddair committed Nov 10, 2020
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  7. master -> coordinator

    @tgaddair
    tgaddair committed Nov 10, 2020
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  8. Fixed implicit Horovod backend

    @tgaddair
    tgaddair committed Nov 10, 2020
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  9. Fixed hyperopt

    @tgaddair
    tgaddair committed Nov 10, 2020
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  10. Added requirements for Ray

    @tgaddair
    tgaddair committed Nov 10, 2020
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Commits on Nov 12, 2020

  1. Store model weights on Ray object store

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    tgaddair committed Nov 12, 2020
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Commits on Jan 17, 2021

  1. Merged from master

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    tgaddair committed Jan 17, 2021
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Commits on Feb 4, 2021

  1. Merged master

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  2. Removed processor module

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    tgaddair committed Feb 4, 2021
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  3. Removed remote_utils

    @tgaddair
    tgaddair committed Feb 4, 2021
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  4. Fixed Dask tests

    @tgaddair
    tgaddair committed Feb 4, 2021
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Commits on Feb 7, 2021

  1. Temp fix tests

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  2. Spawn test

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Commits on Feb 21, 2021

  1. Merged master

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Commits on Feb 22, 2021

  1. Force local backend for prediction

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    tgaddair committed Feb 22, 2021
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Commits on Mar 2, 2021

  1. Set Ray as Dask backend

    @tgaddair
    tgaddair committed Mar 2, 2021
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  2. Fixed comments

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    tgaddair committed Mar 2, 2021
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  3. Merge

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    tgaddair committed Mar 2, 2021
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  4. Removed link

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    tgaddair committed Mar 2, 2021
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  5. Added test

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  6. TEST: skip experiment.py

    @tgaddair
    tgaddair committed Mar 2, 2021
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  7. Split backend tests

    @tgaddair
    tgaddair committed Mar 2, 2021
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  8. Added pytest.ini

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    tgaddair committed Mar 2, 2021
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  9. backend -> distributed

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    tgaddair committed Mar 2, 2021
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  10. Reordered tests

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  11. Configure Dask parallelism

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    tgaddair committed Mar 2, 2021
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Commits on Mar 4, 2021

  1. TEST: disable fiber

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Commits on Mar 6, 2021

  1. Test without Ray hyperopt

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  2. Test ray only

    @tgaddair
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  3. Test all distributed

    @tgaddair
    tgaddair committed Mar 6, 2021
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  4. Run distributed

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    tgaddair committed Mar 6, 2021
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Commits on Mar 7, 2021

  1. Only ray

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Commits on Mar 10, 2021

  1. Serialize on load

    @tgaddair
    tgaddair committed Mar 10, 2021
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  2. Only return the weights

    @tgaddair
    tgaddair committed Mar 10, 2021
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  3. Revert test changes

    @tgaddair
    tgaddair committed Mar 10, 2021
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  4. Revert changes to visualization_utils

    @tgaddair
    tgaddair committed Mar 10, 2021
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  5. Merge branch 'master' into ray

    @tgaddair
    tgaddair committed Mar 10, 2021
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Commits on Mar 16, 2021

  1. Resolved merge conflicts

    @tgaddair
    tgaddair committed Mar 16, 2021
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Commits on Mar 19, 2021

  1. Addressed comments

    @tgaddair
    tgaddair committed Mar 19, 2021
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