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[Relay] Legalize and AlterOpLayout for Int8 Intel. #3961

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Merged
merged 1 commit into from
Sep 19, 2019
Merged

[Relay] Legalize and AlterOpLayout for Int8 Intel. #3961

merged 1 commit into from
Sep 19, 2019

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@anijain2305
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@anijain2305 anijain2305 commented Sep 16, 2019 •
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Couple of changes

  • Legalize and Alter op layout in a separate file for better organization.
  • For Int8, legalize pass that inserts pad for cases where input channel is not multiple of 4 and output_channel is not multiple of 16.
  • Fallback schedule for Int8 - as the ic_bn % 4 == 0 and oc_bn % 16 == 0
  • Sweep tests for int8 over input channel, output channel and layout

@yzhliu @kevinthesun

@anijain2305 anijain2305 force-pushed the legal_int8 branch 5 times, most recently from 003c628 to db1f46a Compare September 17, 2019 22:50
yzhliu
yzhliu reviewed Sep 18, 2019
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topi/python/topi/x86/conv2d_alter_layout.py
# specific language governing permissions and limitations
# under the License.
# pylint: disable=invalid-name,unused-variable,unused-argument,no-member
"""Conv2D alter op and legalize functions for x86"""
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should we name the file "conv2d_alter_op.py" instead (as it contains legalize)?

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Done

@yzhliu yzhliu merged commit b0ddcff into apache:master Sep 19, 2019
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yzhliu commented Sep 19, 2019

Thanks @anijain2305

tqchen pushed a commit to tqchen/tvm that referenced this pull request Sep 20, 2019
@anijain2305 @tqchen
[Relay] Legalize and AlterOpLayout for Int8 Intel. (apache#3961)
a9a80dc
wweic pushed a commit to wweic/tvm that referenced this pull request Sep 30, 2019
@anijain2305 @wweic
[Relay] Legalize and AlterOpLayout for Int8 Intel. (apache#3961)
12787d9
wweic pushed a commit to wweic/tvm that referenced this pull request Sep 30, 2019
@anijain2305 @wweic
[Relay] Legalize and AlterOpLayout for Int8 Intel. (apache#3961)
2f2c2fb
wweic pushed a commit to neo-ai/tvm that referenced this pull request Oct 1, 2019
@anijain2305 @wweic
[Relay] Legalize and AlterOpLayout for Int8 Intel. (apache#3961)
a439c78
@tqchen tqchen mentioned this pull request Nov 8, 2019
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@anijain2305 anijain2305 deleted the legal_int8 branch November 13, 2019 00:31
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