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Published 20 hours ago • verified publisher icon intel

qat examples with new api

Open n1ck-guo opened this issue 2 years ago • 4 comments

Type of Change

Add and update qat examples with new api Include:

  • resnet50
  • resnet50v2
  • resnet101
  • resnet101v2
  • dense169
  • mobilenet_v2

Description

JIRA: https://jira.devtools.intel.com/browse/ILITV-2209

Expected Behavior & Potential Risk

the expected behavior that triggered by this PR: as titled

How has this PR been tested?

how to reproduce the test (including hardware information)

Dependency Change?

any library dependency introduced or removed: None

n1ck-guo avatar Dec 20 '22 01:12 n1ck-guo

extension test

chensuyue avatar Dec 20 '22 07:12 chensuyue

retest

chensuyue avatar Dec 20 '22 13:12 chensuyue

retest after bug fix

chensuyue avatar Dec 20 '22 14:12 chensuyue

retest after bug fix

Please check the invalid performance and accuracy.

chensuyue avatar Dec 21 '22 01:12 chensuyue

retest

n1ck-guo avatar Dec 27 '22 01:12 n1ck-guo

retest

n1ck-guo avatar Dec 28 '22 02:12 n1ck-guo

extension test , not ready.

chensuyue avatar Dec 29 '22 11:12 chensuyue

Rebuild extension for resnet50 and resnet101 after increasing the training epochs:https://inteltf-jenk.sh.intel.com/job/intel-lpot-validation-top-mr-extension/3991/

zehao-intel avatar Dec 30 '22 03:12 zehao-intel

skx-8180 batch_size: 100 resnet50: ori: 0.63272 qat: 0.61474 resnet101: ori: 0.63438 qat: 0.54072

n1ck-guo avatar Jan 03 '23 07:01 n1ck-guo

retest

n1ck-guo avatar Jan 04 '23 01:01 n1ck-guo

retest

chensuyue avatar Feb 20 '23 08:02 chensuyue

Extension test: https://inteltf-jenk.sh.intel.com/job/intel-lpot-validation-top-mr-extension/4415/

zehao-intel avatar Feb 21 '23 05:02 zehao-intel