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| "decode_512_steps": [ | |
| 47.787000000000006, | |
| 47.662000000000006, | |
| 50.928000000000004, | |
| 47.583, | |
| 48.113 | |
| ], | |
| "decode_1024_steps": [ | |
| 95.42, | |
| 95.44, | |
| 95.509, | |
| 95.454, | |
| 94.844 | |
| ], | |
| "decode_2048_steps": [ | |
| 191.361, | |
| 195.048, | |
| 203.23499999999999, | |
| 191.643, | |
| 191.709 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 78367.13500000001, | |
| 1480.228, | |
| 1312.481, | |
| 1312.3880000000001, | |
| 1312.38, | |
| 1312.0240000000001, | |
| 1312.9759999999999, | |
| 1312.2830000000001 | |
| ], | |
| "decode_256_steps": [ | |
| 24.849, | |
| 24.241, | |
| 24.192999999999998, | |
| 24.219, | |
| 24.143 | |
| ], | |
| "decode_512_steps": [ | |
| 48.275999999999996, | |
| 48.139, | |
| 48.037000000000006, | |
| 47.986000000000004, | |
| 47.885999999999996 | |
| ], | |
| "decode_1024_steps": [ | |
| 110.658, | |
| 110.75, | |
| 110.739, | |
| 110.868, | |
| 110.76700000000001 | |
| ], | |
| "decode_2048_steps": [ | |
| 352.408, | |
| 352.333, | |
| 352.59200000000004, | |
| 353.377, | |
| 352.49 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 67993.655, | |
| 782.008, | |
| 627.0400000000001, | |
| 627.3349999999999, | |
| 627.014, | |
| 627.777, | |
| 627.007, | |
| 627.34 | |
| ], | |
| "decode_256_steps": [ | |
| 23.839, | |
| 23.325, | |
| 23.403, | |
| 23.239, | |
| 23.269000000000002 | |
| ], | |
| "decode_512_steps": [ | |
| 46.659, | |
| 46.529, | |
| 46.888, | |
| 46.452, | |
| 46.472 | |
| ], | |
| "decode_1024_steps": [ | |
| 92.981, | |
| 93.85300000000001, | |
| 94.71300000000001, | |
| 95.264, | |
| 93.876 | |
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| "decode_2048_steps": [ | |
| 208.518, | |
| 207.078, | |
| 206.79, | |
| 206.906, | |
| 206.85600000000002 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 68003.19399999999, | |
| 633.776, | |
| 476.861, | |
| 476.945, | |
| 476.659, | |
| 475.558, | |
| 476.507, | |
| 476.237 | |
| ], | |
| "decode_256_steps": [ | |
| 23.891, | |
| 23.608, | |
| 23.499, | |
| 23.446, | |
| 23.418000000000003 | |
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| "decode_512_steps": [ | |
| 46.799, | |
| 46.642999999999994, | |
| 46.843, | |
| 46.627, | |
| 46.553 | |
| ], | |
| "decode_1024_steps": [ | |
| 95.512, | |
| 93.655, | |
| 93.063, | |
| 93.256, | |
| 93.28200000000001 | |
| ], | |
| "decode_2048_steps": [ | |
| 187.618, | |
| 187.325, | |
| 189.40599999999998, | |
| 188.267, | |
| 187.671 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 25472.387000000002, | |
| 1276.403, | |
| 1111.6390000000001, | |
| 1111.644, | |
| 1111.6509999999998, | |
| 1111.456, | |
| 1111.503, | |
| 1112.954 | |
| ], | |
| "decode_256_steps": [ | |
| 24.452, | |
| 24.015, | |
| 25.374000000000002, | |
| 24.089, | |
| 24.056 | |
| ], | |
| "decode_512_steps": [ | |
| 47.864999999999995, | |
| 47.891000000000005, | |
| 47.878, | |
| 47.883, | |
| 47.945 | |
| ], | |
| "decode_1024_steps": [ | |
| 105.402, | |
| 105.162, | |
| 105.34100000000001, | |
| 105.145, | |
| 105.252 | |
| ], | |
| "decode_2048_steps": [ | |
| 314.921, | |
| 314.341, | |
| 314.445, | |
| 317.17, | |
| 314.543 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 18470.119, | |
| 784.256, | |
| 630.6, | |
| 630.137, | |
| 626.555, | |
| 626.325, | |
| 627.8340000000001, | |
| 627.224 | |
| ], | |
| "decode_256_steps": [ | |
| 23.621, | |
| 24.051, | |
| 23.284, | |
| 23.336, | |
| 23.137 | |
| ], | |
| "decode_512_steps": [ | |
| 46.101000000000006, | |
| 46.102, | |
| 46.198, | |
| 46.073, | |
| 46.006 | |
| ], | |
| "decode_1024_steps": [ | |
| 92.117, | |
| 92.075, | |
| 91.793, | |
| 91.852, | |
| 91.795 | |
| ], | |
| "decode_2048_steps": [ | |
| 205.981, | |
| 205.9, | |
| 205.843, | |
| 205.86499999999998, | |
| 206.137 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 18078.109, | |
| 611.911, | |
| 474.613, | |
| 474.246, | |
| 473.449, | |
| 473.822, | |
| 474.31, | |
| 473.729 | |
| ], | |
| "decode_256_steps": [ | |
| 23.697, | |
| 23.133, | |
| 23.075, | |
| 23.176, | |
| 23.122 | |
| ], | |
| "decode_512_steps": [ | |
| 46.222, | |
| 45.985, | |
| 46.068, | |
| 46.03, | |
| 46.048 | |
| ], | |
| "decode_1024_steps": [ | |
| 94.179, | |
| 92.332, | |
| 92.075, | |
| 92.13000000000001, | |
| 92.016 | |
| ], | |
| "decode_2048_steps": [ | |
| 185.213, | |
| 185.625, | |
| 185.546, | |
| 190.125, | |
| 185.884 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 12306.237, | |
| 1030.9140000000002, | |
| 869.907, | |
| 866.701, | |
| 866.665, | |
| 866.72, | |
| 866.7139999999999, | |
| 866.543 | |
| ], | |
| "decode_256_steps": [ | |
| 23.954, | |
| 23.814999999999998, | |
| 23.676, | |
| 23.746, | |
| 23.759 | |
| ], | |
| "decode_512_steps": [ | |
| 47.235, | |
| 47.277, | |
| 47.336999999999996, | |
| 47.161, | |
| 47.357000000000006 | |
| ], | |
| "decode_1024_steps": [ | |
| 98.24900000000001, | |
| 98.197, | |
| 98.291, | |
| 97.949, | |
| 98.167 | |
| ], | |
| "decode_2048_steps": [ | |
| 274.503, | |
| 266.90999999999997, | |
| 267.02500000000003, | |
| 266.69300000000004, | |
| 267.06 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 6399.376, | |
| 768.1320000000001, | |
| 631.222, | |
| 630.183, | |
| 629.832, | |
| 629.872, | |
| 638.217, | |
| 630.3870000000001 | |
| ], | |
| "decode_256_steps": [ | |
| 23.639, | |
| 23.239, | |
| 23.268, | |
| 23.314999999999998, | |
| 23.294999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 46.397, | |
| 46.445, | |
| 46.459, | |
| 46.525999999999996, | |
| 46.538999999999994 | |
| ], | |
| "decode_1024_steps": [ | |
| 96.831, | |
| 92.59299999999999, | |
| 92.829, | |
| 92.695, | |
| 93.021 | |
| ], | |
| "decode_2048_steps": [ | |
| 211.11599999999999, | |
| 207.702, | |
| 211.436, | |
| 208.05100000000002, | |
| 207.813 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 6138.93, | |
| 617.519, | |
| 480.27799999999996, | |
| 481.339, | |
| 478.158, | |
| 477.614, | |
| 477.83, | |
| 479.47299999999996 | |
| ], | |
| "decode_256_steps": [ | |
| 23.349, | |
| 23.164, | |
| 23.085, | |
| 23.156, | |
| 23.130000000000003 | |
| ], | |
| "decode_512_steps": [ | |
| 46.389, | |
| 46.126, | |
| 46.117, | |
| 46.16, | |
| 46.147 | |
| ], | |
| "decode_1024_steps": [ | |
| 92.096, | |
| 92.303, | |
| 93.132, | |
| 91.986, | |
| 91.842 | |
| ], | |
| "decode_2048_steps": [ | |
| 185.127, | |
| 185.59300000000002, | |
| 185.99099999999999, | |
| 185.981, | |
| 189.205 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 8928.626, | |
| 1045.593, | |
| 900.789, | |
| 900.269, | |
| 900.1360000000001, | |
| 900.3489999999999, | |
| 899.9399999999999, | |
| 900.554 | |
| ], | |
| "decode_256_steps": [ | |
| 24.065, | |
| 23.938000000000002, | |
| 23.938000000000002, | |
| 23.904999999999998, | |
| 23.843 | |
| ], | |
| "decode_512_steps": [ | |
| 47.669000000000004, | |
| 47.611, | |
| 47.759, | |
| 47.552, | |
| 47.578 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.807, | |
| 111.866, | |
| 103.81400000000001, | |
| 103.893, | |
| 103.88600000000001 | |
| ], | |
| "decode_2048_steps": [ | |
| 284.462, | |
| 284.725, | |
| 284.59299999999996, | |
| 286.24399999999997, | |
| 284.654 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 3334.866, | |
| 801.708, | |
| 666.038, | |
| 666.14, | |
| 665.362, | |
| 665.6189999999999, | |
| 665.6410000000001, | |
| 665.952 | |
| ], | |
| "decode_256_steps": [ | |
| 23.659, | |
| 23.415, | |
| 23.421999999999997, | |
| 23.276, | |
| 23.239 | |
| ], | |
| "decode_512_steps": [ | |
| 46.313, | |
| 46.275, | |
| 49.22, | |
| 50.39, | |
| 46.556 | |
| ], | |
| "decode_1024_steps": [ | |
| 92.85000000000001, | |
| 92.767, | |
| 92.48, | |
| 93.363, | |
| 93.529 | |
| ], | |
| "decode_2048_steps": [ | |
| 219.062, | |
| 218.364, | |
| 218.756, | |
| 228.524, | |
| 218.347 | |
| ] | |
| } | |
| } |