Operator | LHS | RHS | MKL Default | MKL Workaround |
---|---|---|---|---|
Dot | (4, 512, 512) | (4, 512, 512) | 15.1122 | 4.1254 |
(5, 512, 512) | (5, 512, 512) | 38.1678 | 7.5323 | |
(5, 512, 1536 | (5, 512, 1536) | 21.6601 | 19.2503 | |
(5, 512, 2048) | (5, 512, 2048) | 29.0369 | 23.7432 | |
(5, 2048, 512) | (5, 2048, 512) | 167.5528 | 129.9957 | |
Batch_dot | (4, 512, 512) | (4, 512, 512) | 1.7898 | 1.5445 |
(5, 512, 512) | (5, 512, 512) | 2.2457 | 1.9361 | |
(5, 512, 1536) | (5, 512, 1536) | 6.1453 | 5.4034 | |
(5, 512, 2048) | (5, 512, 2048) | 8.246 | 8.0442 | |
(5, 2048, 512) | (5, 2048, 512) | 160.6243 | 29.0772 | |
FC | (4, 512) | (512, 512) | 0.0609 | 0.068 |
(5, 512) | (512, 512) | 0.0633 | 0.0731 | |
(5, 512) | (1536, 512) | 0.0916 | 0.0996 | |
(5, 512) | (2048, 512) | 0.1081 | 0.1084 | |
Created
May 5, 2020 02:30
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OpPerf results [Imperative mode]
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