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Update quantization to force gpu usage for blockwise8 #12730

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Update quantization to force gpu usage for blockwise8

Update quantization to force gpu usage for blockwise8 #12730

Run time

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Job Run time
unit-tests (ubuntu-22.04, 3.9)
4m 55s
wheel-build (ubuntu-22.04, 3.9)
2m 6s
unit-tests (ubuntu-22.04, 3.10)
4m 55s
wheel-build (ubuntu-22.04, 3.10)
2m 19s
unit-tests (ubuntu-22.04, 3.11)
4m 39s
wheel-build (ubuntu-22.04, 3.11)
2m 16s
unit-tests (ubuntu-22.04, 3.12)
5m 9s
wheel-build (ubuntu-22.04, 3.12)
2m 16s
unit-tests (ubuntu-20.04, 3.9)
4m 54s
wheel-build (ubuntu-20.04, 3.9)
2m 7s
unit-tests (ubuntu-20.04, 3.10)
5m 2s
wheel-build (ubuntu-20.04, 3.10)
2m 7s
unit-tests (ubuntu-20.04, 3.11)
4m 46s
unit-tests (ubuntu-20.04, 3.12)
5m 17s
wheel-build (ubuntu-20.04, 3.11)
2m 4s
wheel-build (ubuntu-20.04, 3.12)
2m 20s
57m 12s