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perf: improve default/fallback backend implementation for blockwise quantization ops #291

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perf: improve default/fallback backend implementation for blockwise quantization ops

perf: improve default/fallback backend implementation for blockwise quantization ops #291

Run time

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Job Run time
CPU (macos, 2.4.1) / build
17s
CPU (linux-x64, 2.4.1) / build
12s
CPU (linux-x64, icelake, 2.4.1) / build
10s
CPU (linux-x64, 2.12.0) / build
11s
CUDA 12.6.3 (linux-x64, L40S, 2.11.0) / build
3m 33s
CPU (linux-aarch64, 2.12.0) / build
12s
CUDA 11.8.0 (windows, T4, 2.7.1) / build
4m 8s
CPU (macos, 2.12.0) / build
17s
CPU (linux-x64, icelake, 2.12.0) / build
16s
CPU (linux-aarch64, 2.5.1) / build
21s
CUDA 12.6.3 (linux-x64, T4, 2.11.0) / build
4m 42s
CUDA 13.0.2 (linux-x64, A10, 2.12.0) / build
3m 59s
CUDA 11.8.0 (linux-x64, L40S, 2.4.1) / build
5m 16s
CUDA 13.0.2 (linux-x64, T4, 2.12.0) / build
3m 43s
CUDA 13.0.2 (linux-x64, L40S, 2.12.0) / build
3m 55s
CUDA 11.8.0 (linux-x64, A10, 2.4.1) / build
3m 34s
CUDA 11.8.0 (linux-x64, T4, 2.4.1) / build
4m 21s
CUDA 12.6.3 (linux-x64, A10, 2.11.0) / build
4m 51s
CPU (linux-x64, icelake, 2.4.1) / test
19m 35s
CPU (linux-x64, 2.12.0) / test
24m 32s
CPU (linux-x64, 2.4.1) / test
23m 19s
CPU (linux-aarch64, 2.12.0) / test
15m 29s
CPU (linux-x64, icelake, 2.12.0) / test
15m 10s
CPU (macos, 2.12.0) / test
22m 22s
CPU (macos, 2.4.1) / test
18m 9s
CPU (linux-aarch64, 2.5.1) / test
14m 20s
CUDA 12.6.3 (linux-x64, L40S, 2.11.0) / test
9m 22s
CUDA 11.8.0 (linux-x64, A10, 2.4.1) / test
7m 2s
CUDA 13.0.2 (linux-x64, T4, 2.12.0) / test
9m 48s
CUDA 13.0.2 (linux-x64, L40S, 2.12.0) / test
9m 3s
CUDA 13.0.2 (linux-x64, A10, 2.12.0) / test
8m 31s
CUDA 11.8.0 (windows, T4, 2.7.1) / test
46m 54s
CUDA 11.8.0 (linux-x64, T4, 2.4.1) / test
8m 42s
CUDA 12.6.3 (linux-x64, T4, 2.11.0) / test
10m 7s
CUDA 12.6.3 (linux-x64, A10, 2.11.0) / test
8m 56s
CUDA 11.8.0 (linux-x64, L40S, 2.4.1) / test
7m 22s
5h 22m 41s