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Basic GPU Support #118

Merged
merged 43 commits into from
Aug 21, 2023
Merged

Basic GPU Support #118

merged 43 commits into from
Aug 21, 2023

Commits on Jul 25, 2023

  1. Initial commit with minor edits

    @nic-barbara
    nic-barbara committed Jul 25, 2023
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Commits on Aug 3, 2023

  1. Merge branch 'main' of github.com:acfr/RobustNeuralNetworks.jl into f… 

    …eature/gpu-support
    @nic-barbara
    nic-barbara committed Aug 3, 2023
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  2. Left a note

    @nic-barbara
    nic-barbara committed Aug 3, 2023
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Commits on Aug 4, 2023

  1. Merged in main

    @nic-barbara
    nic-barbara committed Aug 4, 2023
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  2. Merge branch 'feature/gpu-support' of github.com:acfr/RobustNeuralNet… 

    …works.jl into feature/gpu-support
    @nic-barbara
    nic-barbara committed Aug 4, 2023
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  3. Bugfixes in test script

    @nic-barbara
    nic-barbara committed Aug 4, 2023
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  4. Generalised functions for CuArrays, added test script

    @nic-barbara
    nic-barbara committed Aug 4, 2023
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  5. Added GPU support for non-trainable structs

    @nic-barbara
    nic-barbara committed Aug 4, 2023
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Commits on Aug 8, 2023

  1. Switched to proper (hopefully?) usage of @functor

    @nic-barbara
    nic-barbara committed Aug 8, 2023
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Commits on Aug 14, 2023

  1. Removed scalar indexing from REN construction to avoid GPU warnings

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  2. Merge branch 'feature/gpu-support' of github.com:acfr/RobustNeuralNet… 

    …works.jl into feature/gpu-support
    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  3. Removed scalar indexing from REN rrules to allow GPU support

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  4. BREAKING: Changed passivity parameter to non-keyword argument

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  5. Fixed bug with numerical conditioning on GPU when nu=ny

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  6. Simplified code calling identity matrix to make compatible with GPU

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  7. Added test script for all RENs on GPU

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  8. Minor edits

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  9. Removed scalar GPU indexing warning at cost of adding inv(A)

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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  10. Minor edits

    @nic-barbara
    nic-barbara committed Aug 14, 2023
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Commits on Aug 15, 2023

  1. Made tests more efficient

    @nic-barbara
    nic-barbara committed Aug 15, 2023
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  2. Added simple test for forward pass of LBDN models

    @nic-barbara
    nic-barbara committed Aug 15, 2023
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  3. Generalisng LBDNs to work with CUDA arrays

    @nic-barbara
    nic-barbara committed Aug 15, 2023
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  4. Changed LBDN to store number of hidden layers in a tuple

    @nic-barbara
    nic-barbara committed Aug 15, 2023
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  5. Minor updates to documentation

    @nic-barbara
    nic-barbara committed Aug 15, 2023
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  6. Removed scalar indexing in LBDN usage

    @nic-barbara
    nic-barbara committed Aug 15, 2023
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  7. Added test files for LBDN, currently broken DiffLBDN backwards pass o… 

    …n GPU
    @nic-barbara
    nic-barbara committed Aug 15, 2023
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Commits on Aug 16, 2023

  1. Fixed bug with scalar indexing in GPU backprop

    @nic-barbara
    nic-barbara committed Aug 16, 2023
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  2. Moved GPU scripts to tests folder

    @nic-barbara
    nic-barbara committed Aug 16, 2023
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  3. Changed my mind...

    @nic-barbara
    nic-barbara committed Aug 16, 2023
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  4. Tested sandwich layer on GPU

    @nic-barbara
    nic-barbara committed Aug 16, 2023
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  5. Changed MNIST example to GPU

    @nic-barbara
    nic-barbara committed Aug 16, 2023
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  6. Bug in REN makes it not deterministic on GPU to evaluate the model

    @nic-barbara
    nic-barbara committed Aug 16, 2023
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  7. Working on GPU observer example (work-in-progress)

    @nic-barbara
    nic-barbara committed Aug 16, 2023
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Commits on Aug 17, 2023

  1. Wrote testing scripts to help debug GPU training

    @nic-barbara
    nic-barbara committed Aug 17, 2023
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Commits on Aug 18, 2023

  1. Minor changes

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  2. Added another test script for debugging

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  3. Added equality checking for ExplicitRENParams

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  4. Minor edits

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  5. Further isolated the error

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  6. Tidying up

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  7. Fixed bug by remove similar() for D11

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  8. Pruned testing files, fixed observer demo

    @nic-barbara
    nic-barbara committed Aug 18, 2023
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  9. Merge pull request #121 from acfr/feature/gpu-support-debug 

    Feature/gpu support debug
    @nic-barbara
    nic-barbara authored Aug 18, 2023
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