[ONNX] Support depth_to_space op for FQ2I #8966
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* Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests.
* Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Fix requantize shape bug.
* Fix legalization for non spatial operators. * Fix axis checks for end2end functionality.
fix lint fix lint again
* WIP support per-channel quantization * more WIP * More WIP * fix issue with per-channel bias_add * Fix fake quantize tests (apache#4) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Add Relu * One more little one (apache#5) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Fix requantize shape bug. * Non-working Per-channel Dense * Fix legalization for non spatial operators. (apache#6) * Fix legalization for non spatial operators. * Fix axis checks for end2end functionality. * fix axis normalization fix lint fix lint again * Fix bug in requantize dimension expansion. * Format. Co-authored-by: Josh Fromm <jwfromm@octoml.ai>
anwang2009
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areusch,
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jroesch,
junrushao,
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MarisaKirisame,
mbrookhart,
merrymercy,
slyubomirsky,
tqchen,
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yzhliu
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masahi
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Sep 9, 2021
ylc
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Sep 29, 2021
* WIP support per-channel quantization * more WIP * More WIP * fix issue with per-channel bias_add * Fix fake quantize tests (apache#4) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Add Relu * One more little one (apache#5) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Fix requantize shape bug. * Non-working Per-channel Dense * Fix legalization for non spatial operators. (apache#6) * Fix legalization for non spatial operators. * Fix axis checks for end2end functionality. * fix axis normalization fix lint fix lint again * Per channel fq2i (apache#8) * WIP support per-channel quantization * more WIP * More WIP * fix issue with per-channel bias_add * Fix fake quantize tests (apache#4) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Add Relu * One more little one (apache#5) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Fix requantize shape bug. * Non-working Per-channel Dense * Fix legalization for non spatial operators. (apache#6) * Fix legalization for non spatial operators. * Fix axis checks for end2end functionality. * fix axis normalization fix lint fix lint again * Fix bug in requantize dimension expansion. * Format. Co-authored-by: Josh Fromm <jwfromm@octoml.ai> * respond to review comments * start dtos * wip depth_to_space * dtos ident Co-authored-by: Matthew <mbrookhart@octoml.ai> Co-authored-by: Josh Fromm <jwfromm@octoml.ai>
ylc
pushed a commit
to ylc/tvm
that referenced
this pull request
Jan 13, 2022
* WIP support per-channel quantization * more WIP * More WIP * fix issue with per-channel bias_add * Fix fake quantize tests (apache#4) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Add Relu * One more little one (apache#5) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Fix requantize shape bug. * Non-working Per-channel Dense * Fix legalization for non spatial operators. (apache#6) * Fix legalization for non spatial operators. * Fix axis checks for end2end functionality. * fix axis normalization fix lint fix lint again * Per channel fq2i (apache#8) * WIP support per-channel quantization * more WIP * More WIP * fix issue with per-channel bias_add * Fix fake quantize tests (apache#4) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Add Relu * One more little one (apache#5) * Fixed fake quantize issues. * Formatting. * Cleanup unused imports * Fix real int8 tests. * Fix requantize shape bug. * Non-working Per-channel Dense * Fix legalization for non spatial operators. (apache#6) * Fix legalization for non spatial operators. * Fix axis checks for end2end functionality. * fix axis normalization fix lint fix lint again * Fix bug in requantize dimension expansion. * Format. Co-authored-by: Josh Fromm <jwfromm@octoml.ai> * respond to review comments * start dtos * wip depth_to_space * dtos ident Co-authored-by: Matthew <mbrookhart@octoml.ai> Co-authored-by: Josh Fromm <jwfromm@octoml.ai>
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Match on the
nn.depth_to_spacefake quantization pattern to produce an identity nn.depth_to_space op without dequantize/requantize wrappers when running FQ2I