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[microNPU] Reorder copies and computes based on the cycle count #11591

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merged 3 commits into from
Aug 12, 2022

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ekalda
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@ekalda ekalda commented Jun 6, 2022

If the cascader is enabled and the ops in TIR have the cycle
count annotation, enabling the reorder_by_cycles option will
reorder to copies and computes based on a cycle count.

If reorder_by_cycles is enabled, max_copy_movements is ignored.

This pass is currently not part of the TIR pipeline since it
assumes that weights and bias of a compute op are merged into
one constant (which is WIP).

cc @Mousius @lhutton1

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ekalda commented Jun 6, 2022

cc: @manupa-arm @NicolaLancellotti

@github-actions github-actions bot requested review from Mousius and lhutton1 June 6, 2022 15:33
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Thanks @ekalda, looks good! I just had a couple of questions/comments

src/tir/contrib/ethosu/passes.cc Show resolved Hide resolved
python/tvm/relay/backend/contrib/ethosu/tir/passes.py Outdated Show resolved Hide resolved
@ekalda ekalda force-pushed the copy-compute-reorder-compute-cycles branch from 6db2133 to 55816cc Compare July 14, 2022 12:49
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LGTM! Will leave for others to take a look as well

ekalda added 3 commits August 12, 2022 13:21
If the cascader is enabled and the ops in TIR have the cycle
count annotation, enabling the reorder_by_cycles option will
reorder to copies and computes based on a cycle count.

If reorder_by_cycles is enabled, max_copy_movements is ignored.

This pass is currently not part of the TIR pipeline since it
assumes that weights and bias of a compute op are merged into
one constant (which is WIP).
@ekalda ekalda force-pushed the copy-compute-reorder-compute-cycles branch from 55816cc to dd29f9f Compare August 12, 2022 12:42
@Mousius Mousius merged commit d874a8e into apache:main Aug 12, 2022
xinetzone pushed a commit to daobook/tvm that referenced this pull request Nov 25, 2022
…he#11591)

If the cascader is enabled and the ops in TIR have the cycle
count annotation, enabling the reorder_by_cycles option will
reorder to copies and computes based on a cycle count.

If reorder_by_cycles is enabled, max_copy_movements is ignored.

This pass is currently not part of the TIR pipeline since it
assumes that weights and bias of a compute op are merged into
one constant (which is WIP).
mikeseven pushed a commit to mikeseven/tvm that referenced this pull request Sep 27, 2023
…he#11591)

If the cascader is enabled and the ops in TIR have the cycle
count annotation, enabling the reorder_by_cycles option will
reorder to copies and computes based on a cycle count.

If reorder_by_cycles is enabled, max_copy_movements is ignored.

This pass is currently not part of the TIR pipeline since it
assumes that weights and bias of a compute op are merged into
one constant (which is WIP).
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3 participants