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hikettei avatar hikettei commented on May 28, 2024

On compiling, the costs of (!sin x) and (!sin (!sin (!sin x))) should be the same because all tensors used here, has the same shape, same views.

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hikettei avatar hikettei commented on May 28, 2024

Goal: 3 Layers MLP's compiling time of forward and backward << 5sec.

Compiling time with cache.lisp will be approximated as:

O((the number of kernel types used in nodes))

while without cache.lisp:

O((the number of operation))

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hikettei avatar hikettei commented on May 28, 2024

The latest pull request #10 solved this issue, however, there still remained to be optimized of compiling time, especially in backward compiling...

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hikettei avatar hikettei commented on May 28, 2024

(Compiling MLP Time) is now <<0.5s

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