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hikettei avatar hikettei commented on June 12, 2024 1

The things that I should do next:

  1. Optimize broadcasting until it beats numpy/pytorch
    The current implementation of broadcasting depends on BLAS/CUDA Operation, failing to parallelize.
    I guess I need to look for other ways of implementation....

  2. Support Half(FP16)
    i gonna call CFFI by myself or something

  3. Save and Restore Models.
    support compatibility with npz

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hikettei avatar hikettei commented on June 12, 2024

The first version won't be released until the above is completed if not all.

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hikettei avatar hikettei commented on June 12, 2024

I'm working on inlining call-forward/call-backward.
This works really nicely.
image

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hikettei avatar hikettei commented on June 12, 2024

I've inlined call-forward/call-backward, #120

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hikettei avatar hikettei commented on June 12, 2024

とりあえずやること:
ドキュメントの編集 (Important)
kernel.lispの最適化 (it's done?)
npzのパーサーをかく (turned to be unnecessary)

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hikettei avatar hikettei commented on June 12, 2024

Anyway, the rest things should be done until the first version release are the following:

  1. Prepare more documents and tutorials for those who are new to cl-waffe
  2. More impls of NN: (e.g. RNN/LSTM/GRU (make them 100x faster!), CNN/AvgPooling MaxPooling/, Attentions, faster embedding, Normalizations, More various activations etc...)
  3. To achieve 2., the speed of iterations is important.

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hikettei avatar hikettei commented on June 12, 2024
  1. float16
  2. !view, which works like torch's one.
  3. refactoring whole codes

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hikettei avatar hikettei commented on June 12, 2024

build documentations on mkdocs

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