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| 47.086999999999996, | |
| 46.553999999999995, | |
| 45.654, | |
| 46.064 | |
| ], | |
| "decode_1024_steps": [ | |
| 94.511, | |
| 93.29700000000001, | |
| 93.265, | |
| 95.661, | |
| 93.548 | |
| ], | |
| "decode_2048_steps": [ | |
| 257.668, | |
| 257.73, | |
| 258.567, | |
| 256.303, | |
| 256.17699999999996 | |
| ], | |
| "decode_4096_steps": [ | |
| 878.178, | |
| 876.516, | |
| 877.274, | |
| 877.565, | |
| 876.698 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 4275.715, | |
| 734541.4369999999, | |
| 1462.875, | |
| 1201.924, | |
| 1201.999 | |
| ], | |
| "decode_256_steps": [ | |
| 23.825, | |
| 23.486, | |
| 23.319, | |
| 23.267, | |
| 23.441 | |
| ], | |
| "decode_512_steps": [ | |
| 46.79, | |
| 46.120000000000005, | |
| 46.135000000000005, | |
| 46.045, | |
| 46.038000000000004 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.339, | |
| 108.83800000000001, | |
| 108.71799999999999, | |
| 108.699, | |
| 108.695 | |
| ], | |
| "decode_2048_steps": [ | |
| 337.397, | |
| 337.231, | |
| 336.187, | |
| 335.842, | |
| 336.212 | |
| ], | |
| "decode_4096_steps": [ | |
| 1202.806, | |
| 1202.869, | |
| 1202.186, | |
| 1202.542, | |
| 1202.818 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 194182.331, | |
| 3226.002, | |
| 2986.7889999999998, | |
| 2987.272, | |
| 2986.736 | |
| ], | |
| "decode_256_steps": [ | |
| 25.335, | |
| 24.822, | |
| 24.555, | |
| 24.448999999999998, | |
| 24.513 | |
| ], | |
| "decode_512_steps": [ | |
| 60.39, | |
| 61.299, | |
| 61.247, | |
| 61.332, | |
| 61.064 | |
| ], | |
| "decode_1024_steps": [ | |
| 197.02100000000002, | |
| 197.082, | |
| 196.44400000000002, | |
| 197.30800000000002, | |
| 196.55100000000002 | |
| ], | |
| "decode_2048_steps": [ | |
| 718.186, | |
| 717.13, | |
| 717.6949999999999, | |
| 717.3620000000001, | |
| 717.656 | |
| ], | |
| "decode_4096_steps": [ | |
| 2987.253, | |
| 2986.702, | |
| 2986.717, | |
| 2987.569, | |
| 2986.592 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 165816.16, | |
| 1042.1180000000002, | |
| 877.725, | |
| 877.929, | |
| 877.8399999999999 | |
| ], | |
| "decode_256_steps": [ | |
| 24.363, | |
| 23.857, | |
| 23.634999999999998, | |
| 23.674, | |
| 24.034 | |
| ], | |
| "decode_512_steps": [ | |
| 51.632, | |
| 47.419000000000004, | |
| 47.245000000000005, | |
| 47.153, | |
| 47.178 | |
| ], | |
| "decode_1024_steps": [ | |
| 95.56099999999999, | |
| 95.75200000000001, | |
| 96.756, | |
| 95.86200000000001, | |
| 95.676 | |
| ], | |
| "decode_2048_steps": [ | |
| 260.381, | |
| 258.171, | |
| 258.347, | |
| 257.992, | |
| 257.884 | |
| ], | |
| "decode_4096_steps": [ | |
| 877.008, | |
| 877.298, | |
| 877.2090000000001, | |
| 877.0559999999999, | |
| 877.648 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 165642.179, | |
| 1394.2259999999999, | |
| 1202.492, | |
| 1201.7420000000002, | |
| 1202.534 | |
| ], | |
| "decode_256_steps": [ | |
| 24.929, | |
| 24.142, | |
| 23.988, | |
| 23.878, | |
| 23.848000000000003 | |
| ], | |
| "decode_512_steps": [ | |
| 47.824, | |
| 48.722, | |
| 48.157, | |
| 48.312, | |
| 49.016 | |
| ], | |
| "decode_1024_steps": [ | |
| 112.827, | |
| 111.56099999999999, | |
| 111.404, | |
| 111.14200000000001, | |
| 110.88499999999999 | |
| ], | |
| "decode_2048_steps": [ | |
| 338.09299999999996, | |
| 337.55600000000004, | |
| 337.617, | |
| 338.619, | |
| 338.278 | |
| ], | |
| "decode_4096_steps": [ | |
| 1202.04, | |
| 1201.83, | |
| 1200.9540000000002, | |
| 1201.484, | |
| 1202.163 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 54944.308, | |
| 2344.418, | |
| 2167.312, | |
| 2168.1530000000002, | |
| 2167.57 | |
| ], | |
| "decode_256_steps": [ | |
| 24.862, | |
| 24.14, | |
| 24.269, | |
| 23.952, | |
| 23.951 | |
| ], | |
| "decode_512_steps": [ | |
| 53.115, | |
| 53.794000000000004, | |
| 53.332, | |
| 53.369, | |
| 53.763999999999996 | |
| ], | |
| "decode_1024_steps": [ | |
| 160.81300000000002, | |
| 161.015, | |
| 160.977, | |
| 161.04399999999998, | |
| 160.289 | |
| ], | |
| "decode_2048_steps": [ | |
| 582.059, | |
| 583.12, | |
| 582.164, | |
| 582.581, | |
| 582.018 | |
| ], | |
| "decode_4096_steps": [ | |
| 2168.236, | |
| 2167.6380000000004, | |
| 2167.857, | |
| 2167.819, | |
| 2167.8320000000003 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 45411.344, | |
| 1080.4530000000002, | |
| 879.642, | |
| 879.7479999999999, | |
| 878.875 | |
| ], | |
| "decode_256_steps": [ | |
| 24.357, | |
| 23.699, | |
| 23.521, | |
| 25.195, | |
| 23.517 | |
| ], | |
| "decode_512_steps": [ | |
| 47.096, | |
| 47.507, | |
| 47.176, | |
| 47.010999999999996, | |
| 47.15 | |
| ], | |
| "decode_1024_steps": [ | |
| 95.76700000000001, | |
| 96.082, | |
| 95.621, | |
| 95.56299999999999, | |
| 95.762 | |
| ], | |
| "decode_2048_steps": [ | |
| 258.89099999999996, | |
| 260.87100000000004, | |
| 259.485, | |
| 259.355, | |
| 259.47999999999996 | |
| ], | |
| "decode_4096_steps": [ | |
| 880.28, | |
| 879.259, | |
| 878.612, | |
| 884.152, | |
| 879.487 | |
| ] | |
| } | |
| } |