feat: model compression draft for review #2767
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Add a feature-complete draft of the model compression feature in a single commit. This commit isn't intended for merging into mainline; it exists solely for reviewers and testers to take an early look.
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commit 300751d Author: ddavis-2015 <[email protected]> Date: Wed Nov 20 12:03:16 2024 -0800 Update to latest Cadence code. Int8 any bitwidth on normal quant axis updated. commit 0a49b2a Author: ddavis-2015 <[email protected]> Date: Wed Nov 20 10:50:30 2024 -0800 Add input tensor CRC to Generic Benchmark application. Only use -O3 -LNO:simd with the xtensa decompress.cc target. commit 83dafce Author: ddavis-2015 <[email protected]> Date: Mon Nov 18 17:23:58 2024 -0800 cleanup commit 2f8cead Author: ddavis-2015 <[email protected]> Date: Mon Nov 18 13:29:33 2024 -0800 Revert FakeMicroContext changes for alternate profiler. Add default alternate profiler implementation to MicroContext. commit fddf003 Author: ddavis-2015 <[email protected]> Date: Mon Nov 18 12:29:26 2024 -0800 Fix typo. commit ae6a207 Author: ddavis-2015 <[email protected]> Date: Mon Nov 18 12:29:06 2024 -0800 Implement alternate profiler for MicroInterpreter. Enable use of alternate profiler by decompression code. Enable use of alternate profiler by Generic Benchmark application. commit 5e1a1c9 Author: ddavis-2015 <[email protected]> Date: Sun Nov 10 18:24:02 2024 -0800 changes to make the memory planner debug output easier to interpret commit f651c88 Author: ddavis-2015 <[email protected]> Date: Sun Nov 10 04:27:29 2024 -0800 single pending ops queue process pending ops recursively commit cfd9890 Author: ddavis-2015 <[email protected]> Date: Sun Nov 10 00:26:14 2024 -0800 expand model_facade redo var handle tracking commit 7776cda Author: ddavis-2015 <[email protected]> Date: Tue Nov 5 13:24:58 2024 -0800 remove [[maybe_unused]] commit 40e7530 Author: ddavis-2015 <[email protected]> Date: Mon Nov 4 11:17:43 2024 -0800 fix arena commit 0d889e0 Author: ddavis-2015 <[email protected]> Date: Sat Nov 2 14:18:55 2024 -0700 Fix MicroProfiler bug with ClearEvents(). Add pre-inference profiling to the Generic Benchmark.
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This draft PR exists for reviewing the complete model compression feature. It and its series of commits are not designed to be merged into main; it comes from a branch that is a mostly-squashed snapshot of the feature.