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feature: model compression #2636

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rkuester opened this issue Jul 24, 2024 · 0 comments
Open

feature: model compression #2636

rkuester opened this issue Jul 24, 2024 · 0 comments

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@rkuester
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rkuester commented Jul 24, 2024 •
edited

An issue to track the implementation of model compression.

Queue

The commits along the branch rkuester/compress-next are queued, so to speak, for submission via PRs.

Integration

Use the head of the queue branch rkuester/compress-next. Warning: this branch gets rebased as things change.
@rkuester rkuester mentioned this issue Jul 24, 2024
Merged
mergify bot pushed a commit that referenced this issue Jul 24, 2024
@rkuester
build(py): add hexdump requirement (#2637)
569ed29 
Add the Python distribution package `hexdump`, to be used in tests
and utilities which display raw memory.

BUG=#2636
@rkuester rkuester mentioned this issue Jul 24, 2024
Merged
mergify bot pushed a commit that referenced this issue Jul 24, 2024
@rkuester
refactor: move tflite::Span to independent header (#2638)
d619ad8 
Hoist the universally-useful tflite::Span out of
codegen/runtime/micro_codegen_context.h and into an independent header
usable from elsewhere in the project.

BUG=#2636
@rkuester rkuester mentioned this issue Jul 25, 2024
Merged
mergify bot pushed a commit that referenced this issue Aug 7, 2024
@rkuester
feat: add fixed-capacity, statically-allocated type tflite::StaticVec…
d3475aa 
…tor (#2642)

Add a type, tflite::StaticVector, which behaves like std::vector, but
which avoids heap memory allocation.

BUG=#2636
@rkuester rkuester mentioned this issue Aug 7, 2024
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@rkuester