| { | |
| "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { | |
| "compile_256_steps": [ | |
| 4580.4169999999995, | |
| 23.278, | |
| 23.142, | |
| 23.102999999999998, | |
| 22.933 | |
| ], | |
| "decode_256_steps": [ | |
| 22.925, | |
| 22.957, | |
| 22.849, | |
| 23.009999999999998, | |
| 22.936999999999998 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { | |
| "compile_256_steps": [ | |
| 1448.211, | |
| 22.697, | |
| 22.406, | |
| 22.648999999999997, | |
| 22.39 | |
| ], | |
| "decode_256_steps": [ | |
| 22.324, | |
| 22.497, | |
| 22.325000000000003, | |
| 22.324, | |
| 22.23 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { | |
| "compile_256_steps": [ | |
| 1460.353, | |
| 22.797, | |
| 22.596999999999998, | |
| 22.786, | |
| 22.588 | |
| ], | |
| "decode_256_steps": [ | |
| 24.049999999999997, | |
| 22.498, | |
| 22.343, | |
| 22.404, | |
| 22.289 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { | |
| "compile_256_steps": [ | |
| 9428.679, | |
| 36617.837999999996, | |
| 181.036, | |
| 31.202, | |
| 30.997 | |
| ], | |
| "decode_256_steps": [ | |
| 30.93, | |
| 30.802, | |
| 30.836, | |
| 30.810000000000002, | |
| 28.279 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { | |
| "compile_256_steps": [ | |
| 1871.3, | |
| 33348.846000000005, | |
| 171.037, | |
| 24.772, | |
| 24.247999999999998 | |
| ], | |
| "decode_256_steps": [ | |
| 24.182, | |
| 23.955000000000002, | |
| 23.861, | |
| 23.767, | |
| 23.733 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { | |
| "compile_256_steps": [ | |
| 1882.233, | |
| 33301.306, | |
| 170.673, | |
| 24.651, | |
| 24.167 | |
| ], | |
| "decode_256_steps": [ | |
| 23.86, | |
| 23.717, | |
| 23.816, | |
| 23.643, | |
| 23.584999999999997 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { | |
| "compile_256_steps": [ | |
| 16398.147, | |
| 167.325, | |
| 25.44, | |
| 25.261, | |
| 25.197 | |
| ], | |
| "decode_256_steps": [ | |
| 25.128, | |
| 25.019, | |
| 25.047, | |
| 25.096, | |
| 25.076999999999998 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { | |
| "compile_256_steps": [ | |
| 10083.222, | |
| 159.541, | |
| 23.76, | |
| 26.491, | |
| 27.136 | |
| ], | |
| "decode_256_steps": [ | |
| 27.069, | |
| 24.858, | |
| 23.267, | |
| 25.753, | |
| 23.512 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { | |
| "compile_256_steps": [ | |
| 10017.486, | |
| 161.769, | |
| 24.074, | |
| 24.0, | |
| 23.703 | |
| ], | |
| "decode_256_steps": [ | |
| 23.630000000000003, | |
| 23.61, | |
| 23.564999999999998, | |
| 23.499, | |
| 23.494 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { | |
| "compile_256_steps": [ | |
| 10303.101, | |
| 173.445, | |
| 24.237000000000002, | |
| 24.174, | |
| 24.129 | |
| ], | |
| "decode_256_steps": [ | |
| 24.028000000000002, | |
| 24.137999999999998, | |
| 24.017, | |
| 24.007, | |
| 24.025000000000002 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { | |
| "compile_256_steps": [ | |
| 3753.517, | |
| 150.714, | |
| 23.724999999999998, | |
| 23.697, | |
| 23.456 | |
| ], | |
| "decode_256_steps": [ | |
| 23.442999999999998, | |
| 23.403, | |
| 23.366999999999997, | |
| 23.328000000000003, | |
| 23.311 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { | |
| "compile_256_steps": [ | |
| 3826.159, | |
| 156.204, | |
| 23.67, | |
| 23.706000000000003, | |
| 23.286 | |
| ], | |
| "decode_256_steps": [ | |
| 23.529, | |
| 23.461, | |
| 23.247, | |
| 23.244, | |
| 23.201 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { | |
| "compile_256_steps": [ | |
| 8257.179, | |
| 172.124, | |
| 24.035, | |
| 24.042, | |
| 23.944 | |
| ], | |
| "decode_256_steps": [ | |
| 23.709, | |
| 23.675, | |
| 23.598000000000003, | |
| 23.647000000000002, | |
| 23.556 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { | |
| "compile_256_steps": [ | |
| 2222.145, | |
| 153.545, | |
| 23.919, | |
| 24.057, | |
| 23.642 | |
| ], | |
| "decode_256_steps": [ | |
| 27.462, | |
| 27.224, | |
| 27.446, | |
| 23.567, | |
| 23.404999999999998 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { | |
| "compile_256_steps": [ | |
| 2226.5730000000003, | |
| 148.278, | |
| 23.834999999999997, | |
| 23.742, | |
| 24.561 | |
| ], | |
| "decode_256_steps": [ | |
| 23.237000000000002, | |
| 23.143, | |
| 23.164, | |
| 23.302, | |
| 23.364 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { | |
| "compile_256_steps": [ | |
| 4138.269, | |
| 23.057000000000002, | |
| 23.262999999999998, | |
| 23.063, | |
| 22.891000000000002 | |
| ], | |
| "decode_256_steps": [ | |
| 22.814999999999998, | |
| 22.861, | |
| 22.852, | |
| 22.838, | |
| 22.832 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { | |
| "compile_256_steps": [ | |
| 1494.1709999999998, | |
| 23.461, | |
| 23.206999999999997, | |
| 23.133999999999997, | |
| 22.872 | |
| ], | |
| "decode_256_steps": [ | |
| 22.958, | |
| 22.962, | |
| 22.881, | |
| 22.967000000000002, | |
| 22.939 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { | |
| "compile_256_steps": [ | |
| 1509.096, | |
| 22.964, | |
| 22.811999999999998, | |
| 22.835, | |
| 22.694 | |
| ], | |
| "decode_256_steps": [ | |
| 22.647000000000002, | |
| 22.651, | |
| 22.599999999999998, | |
| 22.606, | |
| 22.583 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { | |
| "compile_512_steps": [ | |
| 4377.5199999999995, | |
| 62.919000000000004, | |
| 62.864000000000004, | |
| 62.767, | |
| 58.603 | |
| ], | |
| "decode_256_steps": [ | |
| 29.316, | |
| 29.285, | |
| 29.335, | |
| 29.316, | |
| 29.337 | |
| ], | |
| "decode_512_steps": [ | |
| 58.444, | |
| 58.458000000000006, | |
| 58.512, | |
| 58.486000000000004, | |
| 58.517 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { | |
| "compile_512_steps": [ | |
| 1475.672, | |
| 45.683, | |
| 44.818, | |
| 45.288000000000004, | |
| 44.936 | |
| ], | |
| "decode_256_steps": [ | |
| 22.565, | |
| 22.558999999999997, | |
| 22.471999999999998, | |
| 22.438, | |
| 22.568 | |
| ], | |
| "decode_512_steps": [ | |
| 44.672000000000004, | |
| 44.916, | |
| 44.68, | |
| 44.631, | |
| 46.008 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { | |
| "compile_512_steps": [ | |
| 1493.479, | |
| 50.608, | |
| 50.544, | |
| 50.559, | |
| 49.582 | |
| ], | |
| "decode_256_steps": [ | |
| 22.466, | |
| 22.506, | |
| 22.471999999999998, | |
| 22.936, | |
| 23.894 | |
| ], | |
| "decode_512_steps": [ | |
| 50.957, | |
| 44.83, | |
| 44.763, | |
| 44.672000000000004, | |
| 44.76 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { | |
| "compile_512_steps": [ | |
| 8621.216, | |
| 73556.867, | |
| 253.38, | |
| 85.46, | |
| 84.273 | |
| ], | |
| "decode_256_steps": [ | |
| 28.352999999999998, | |
| 29.243000000000002, | |
| 28.476000000000003, | |
| 27.881, | |
| 27.762999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 83.452, | |
| 83.633, | |
| 83.703, | |
| 83.767, | |
| 83.728 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { | |
| "compile_512_steps": [ | |
| 2005.9569999999999, | |
| 68505.864, | |
| 211.532, | |
| 50.19, | |
| 49.821999999999996 | |
| ], | |
| "decode_256_steps": [ | |
| 24.972, | |
| 24.872, | |
| 24.823999999999998, | |
| 24.795, | |
| 24.736 | |
| ], | |
| "decode_512_steps": [ | |
| 49.692, | |
| 49.798, | |
| 49.586, | |
| 49.846000000000004, | |
| 49.717999999999996 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { | |
| "compile_512_steps": [ | |
| 2067.206, | |
| 72990.842, | |
| 209.626, | |
| 49.699, | |
| 48.664 | |
| ], | |
| "decode_256_steps": [ | |
| 24.209, | |
| 23.993000000000002, | |
| 23.952, | |
| 23.799, | |
| 24.084999999999997 | |
| ], | |
| "decode_512_steps": [ | |
| 48.964, | |
| 48.738, | |
| 48.745999999999995, | |
| 48.458, | |
| 48.141999999999996 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { | |
| "compile_512_steps": [ | |
| 30170.215, | |
| 239.098, | |
| 68.282, | |
| 68.494, | |
| 65.209 | |
| ], | |
| "decode_256_steps": [ | |
| 25.12, | |
| 24.908, | |
| 24.766, | |
| 24.747, | |
| 24.722 | |
| ], | |
| "decode_512_steps": [ | |
| 60.687, | |
| 60.939, | |
| 60.873, | |
| 60.768, | |
| 60.872 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { | |
| "compile_512_steps": [ | |
| 23370.064, | |
| 213.446, | |
| 48.669, | |
| 48.174, | |
| 48.015 | |
| ], | |
| "decode_256_steps": [ | |
| 24.029999999999998, | |
| 24.067999999999998, | |
| 24.172, | |
| 24.712999999999997, | |
| 24.364 | |
| ], | |
| "decode_512_steps": [ | |
| 48.043, | |
| 47.839, | |
| 47.476, | |
| 51.018, | |
| 48.205999999999996 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { | |
| "compile_512_steps": [ | |
| 22316.553, | |
| 221.00400000000002, | |
| 48.792, | |
| 49.247, | |
| 48.707 | |
| ], | |
| "decode_256_steps": [ | |
| 24.412, | |
| 24.352999999999998, | |
| 24.399, | |
| 24.299999999999997, | |
| 24.517 | |
| ], | |
| "decode_512_steps": [ | |
| 48.453, | |
| 48.202000000000005, | |
| 48.099999999999994, | |
| 48.13, | |
| 48.169 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { | |
| "compile_512_steps": [ | |
| 13315.284, | |
| 223.795, | |
| 56.195, | |
| 56.190999999999995, | |
| 56.146 | |
| ], | |
| "decode_256_steps": [ | |
| 24.267, | |
| 24.195, | |
| 24.410999999999998, | |
| 24.183, | |
| 26.384999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 53.138, | |
| 54.019, | |
| 53.642, | |
| 53.432, | |
| 53.272 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { | |
| "compile_512_steps": [ | |
| 7245.447999999999, | |
| 215.392, | |
| 48.080999999999996, | |
| 47.713, | |
| 47.778 | |
| ], | |
| "decode_256_steps": [ | |
| 23.868000000000002, | |
| 23.786, | |
| 23.718, | |
| 23.787, | |
| 23.689999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 46.775999999999996, | |
| 46.939, | |
| 47.044999999999995, | |
| 47.442, | |
| 48.098 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { | |
| "compile_512_steps": [ | |
| 7225.728, | |
| 211.44299999999998, | |
| 48.663, | |
| 48.211, | |
| 53.614000000000004 | |
| ], | |
| "decode_256_steps": [ | |
| 27.754, | |
| 27.799999999999997, | |
| 25.267999999999997, | |
| 24.198, | |
| 24.22 | |
| ], | |
| "decode_512_steps": [ | |
| 47.89, | |
| 47.709, | |
| 47.703, | |
| 47.641000000000005, | |
| 47.919000000000004 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { | |
| "compile_512_steps": [ | |
| 9052.186000000002, | |
| 238.959, | |
| 51.964999999999996, | |
| 51.859, | |
| 51.832 | |
| ], | |
| "decode_256_steps": [ | |
| 24.174, | |
| 24.042, | |
| 24.174999999999997, | |
| 24.126, | |
| 23.852999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 49.476, | |
| 49.552, | |
| 49.403000000000006, | |
| 49.625, | |
| 49.826 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { | |
| "compile_512_steps": [ | |
| 3260.179, | |
| 206.683, | |
| 46.708, | |
| 47.048, | |
| 46.693 | |
| ], | |
| "decode_256_steps": [ | |
| 23.55, | |
| 23.539, | |
| 23.795, | |
| 23.88, | |
| 23.628 | |
| ], | |
| "decode_512_steps": [ | |
| 48.418, | |
| 46.987, | |
| 46.695, | |
| 48.794, | |
| 46.749 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { | |
| "compile_512_steps": [ | |
| 3229.835, | |
| 224.33800000000002, | |
| 47.934, | |
| 47.444, | |
| 47.301 | |
| ], | |
| "decode_256_steps": [ | |
| 23.14, | |
| 23.072, | |
| 23.16, | |
| 23.057000000000002, | |
| 23.167 | |
| ], | |
| "decode_512_steps": [ | |
| 46.531000000000006, | |
| 46.138, | |
| 46.036, | |
| 45.925, | |
| 45.975 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { | |
| "compile_512_steps": [ | |
| 5783.563, | |
| 55.054, | |
| 54.804, | |
| 54.918, | |
| 54.675000000000004 | |
| ], | |
| "decode_256_steps": [ | |
| 23.355999999999998, | |
| 23.184, | |
| 23.192, | |
| 23.316, | |
| 23.076 | |
| ], | |
| "decode_512_steps": [ | |
| 52.289, | |
| 52.138999999999996, | |
| 52.003, | |
| 52.13, | |
| 52.339 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { | |
| "compile_512_steps": [ | |
| 2017.2720000000002, | |
| 46.730000000000004, | |
| 46.760999999999996, | |
| 46.884, | |
| 47.207 | |
| ], | |
| "decode_256_steps": [ | |
| 23.291, | |
| 23.178, | |
| 23.163, | |
| 23.141, | |
| 23.157 | |
| ], | |
| "decode_512_steps": [ | |
| 46.407, | |
| 46.196, | |
| 46.405, | |
| 46.433, | |
| 53.458999999999996 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { | |
| "compile_512_steps": [ | |
| 2060.5319999999997, | |
| 49.449, | |
| 49.117000000000004, | |
| 45.763999999999996, | |
| 46.115 | |
| ], | |
| "decode_256_steps": [ | |
| 23.337, | |
| 22.927, | |
| 22.849999999999998, | |
| 22.927, | |
| 22.87 | |
| ], | |
| "decode_512_steps": [ | |
| 45.883, | |
| 46.346, | |
| 46.128, | |
| 46.373, | |
| 46.068 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { | |
| "compile_1024_steps": [ | |
| 4799.6990000000005, | |
| 205.275, | |
| 204.956, | |
| 204.858, | |
| 205.042 | |
| ], | |
| "decode_256_steps": [ | |
| 51.677, | |
| 51.705, | |
| 51.729, | |
| 51.557, | |
| 51.533 | |
| ], | |
| "decode_512_steps": [ | |
| 102.848, | |
| 102.762, | |
| 102.771, | |
| 102.70899999999999, | |
| 102.602 | |
| ], | |
| "decode_1024_steps": [ | |
| 205.004, | |
| 204.957, | |
| 205.461, | |
| 205.25099999999998, | |
| 205.34 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { | |
| "compile_1024_steps": [ | |
| 1687.756, | |
| 108.844, | |
| 108.23, | |
| 108.402, | |
| 108.011 | |
| ], | |
| "decode_256_steps": [ | |
| 27.727999999999998, | |
| 27.27, | |
| 27.129, | |
| 27.116999999999997, | |
| 27.07 | |
| ], | |
| "decode_512_steps": [ | |
| 54.007, | |
| 54.061, | |
| 54.178, | |
| 54.027, | |
| 53.987 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.516, | |
| 108.61, | |
| 108.32300000000001, | |
| 108.969, | |
| 108.236 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { | |
| "compile_1024_steps": [ | |
| 1846.4389999999999, | |
| 155.175, | |
| 154.458, | |
| 154.57199999999997, | |
| 154.727 | |
| ], | |
| "decode_256_steps": [ | |
| 39.291, | |
| 38.896, | |
| 38.994, | |
| 38.928, | |
| 38.932 | |
| ], | |
| "decode_512_steps": [ | |
| 77.832, | |
| 77.726, | |
| 77.55199999999999, | |
| 77.71799999999999, | |
| 77.406 | |
| ], | |
| "decode_1024_steps": [ | |
| 154.588, | |
| 154.498, | |
| 154.583, | |
| 155.01999999999998, | |
| 154.858 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { | |
| "compile_1024_steps": [ | |
| 9460.033, | |
| 189114.311, | |
| 538.4250000000001, | |
| 308.139, | |
| 308.26599999999996 | |
| ], | |
| "decode_256_steps": [ | |
| 29.84, | |
| 29.326, | |
| 29.184, | |
| 29.025, | |
| 28.933 | |
| ], | |
| "decode_512_steps": [ | |
| 85.095, | |
| 85.553, | |
| 84.706, | |
| 84.917, | |
| 85.48 | |
| ], | |
| "decode_1024_steps": [ | |
| 307.515, | |
| 308.528, | |
| 308.194, | |
| 307.632, | |
| 307.78299999999996 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { | |
| "compile_1024_steps": [ | |
| 2454.4139999999998, | |
| 174435.807, | |
| 301.085, | |
| 106.417, | |
| 103.089 | |
| ], | |
| "decode_256_steps": [ | |
| 25.748, | |
| 25.946, | |
| 26.071, | |
| 26.002000000000002, | |
| 25.689 | |
| ], | |
| "decode_512_steps": [ | |
| 51.090999999999994, | |
| 50.683, | |
| 51.099, | |
| 51.592, | |
| 51.294 | |
| ], | |
| "decode_1024_steps": [ | |
| 102.57, | |
| 101.83, | |
| 101.52799999999999, | |
| 101.643, | |
| 100.988 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { | |
| "compile_1024_steps": [ | |
| 2518.775, | |
| 167501.805, | |
| 282.052, | |
| 115.694, | |
| 109.541 | |
| ], | |
| "decode_256_steps": [ | |
| 23.662, | |
| 23.240000000000002, | |
| 22.898000000000003, | |
| 22.734, | |
| 22.769000000000002 | |
| ], | |
| "decode_512_steps": [ | |
| 46.272, | |
| 46.241, | |
| 46.123, | |
| 46.369, | |
| 46.769 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.632, | |
| 108.423, | |
| 108.996, | |
| 108.538, | |
| 113.342 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { | |
| "compile_1024_steps": [ | |
| 43129.038, | |
| 364.12600000000003, | |
| 196.686, | |
| 197.53, | |
| 196.346 | |
| ], | |
| "decode_256_steps": [ | |
| 24.964, | |
| 24.766, | |
| 24.552999999999997, | |
| 24.519, | |
| 24.42 | |
| ], | |
| "decode_512_steps": [ | |
| 60.799, | |
| 60.803999999999995, | |
| 60.676, | |
| 60.76199999999999, | |
| 60.739000000000004 | |
| ], | |
| "decode_1024_steps": [ | |
| 196.00500000000002, | |
| 196.102, | |
| 196.506, | |
| 196.275, | |
| 196.45299999999997 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { | |
| "compile_1024_steps": [ | |
| 37703.828, | |
| 283.63, | |
| 98.451, | |
| 98.631, | |
| 98.309 | |
| ], | |
| "decode_256_steps": [ | |
| 24.458000000000002, | |
| 24.556, | |
| 24.825, | |
| 24.389999999999997, | |
| 23.956000000000003 | |
| ], | |
| "decode_512_steps": [ | |
| 47.396, | |
| 47.422, | |
| 47.559, | |
| 48.373, | |
| 48.049 | |
| ], | |
| "decode_1024_steps": [ | |
| 96.69999999999999, | |
| 103.757, | |
| 97.221, | |
| 97.386, | |
| 97.927 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { | |
| "compile_1024_steps": [ | |
| 41483.835999999996, | |
| 289.91299999999995, | |
| 112.094, | |
| 109.64, | |
| 109.583 | |
| ], | |
| "decode_256_steps": [ | |
| 24.573999999999998, | |
| 24.104, | |
| 24.207, | |
| 24.16, | |
| 24.695999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 48.482, | |
| 48.098, | |
| 48.669, | |
| 55.361, | |
| 54.048 | |
| ], | |
| "decode_1024_steps": [ | |
| 110.595, | |
| 110.619, | |
| 110.57799999999999, | |
| 118.362, | |
| 109.91499999999999 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { | |
| "compile_1024_steps": [ | |
| 18903.109, | |
| 338.055, | |
| 165.737, | |
| 158.755, | |
| 159.703 | |
| ], | |
| "decode_256_steps": [ | |
| 24.547, | |
| 24.119, | |
| 24.227999999999998, | |
| 24.001, | |
| 24.014 | |
| ], | |
| "decode_512_steps": [ | |
| 53.28, | |
| 53.535, | |
| 53.396, | |
| 53.393, | |
| 53.43 | |
| ], | |
| "decode_1024_steps": [ | |
| 158.864, | |
| 158.886, | |
| 158.826, | |
| 158.86, | |
| 159.48999999999998 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { | |
| "compile_1024_steps": [ | |
| 11431.103000000001, | |
| 236.496, | |
| 96.313, | |
| 96.04, | |
| 95.74000000000001 | |
| ], | |
| "decode_256_steps": [ | |
| 24.208000000000002, | |
| 23.775000000000002, | |
| 23.578000000000003, | |
| 23.45, | |
| 23.386 | |
| ], | |
| "decode_512_steps": [ | |
| 51.366, | |
| 52.948, | |
| 55.213, | |
| 46.766000000000005, | |
| 46.703 | |
| ], | |
| "decode_1024_steps": [ | |
| 95.029, | |
| 95.131, | |
| 95.214, | |
| 95.19, | |
| 94.976 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { | |
| "compile_1024_steps": [ | |
| 12524.606, | |
| 281.781, | |
| 123.753, | |
| 110.489, | |
| 110.102 | |
| ], | |
| "decode_256_steps": [ | |
| 24.26, | |
| 23.804, | |
| 23.703, | |
| 23.754, | |
| 23.702 | |
| ], | |
| "decode_512_steps": [ | |
| 47.705, | |
| 47.468, | |
| 46.917, | |
| 46.747, | |
| 46.936 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.917, | |
| 109.017, | |
| 108.916, | |
| 109.34299999999999, | |
| 109.47500000000001 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { | |
| "compile_1024_steps": [ | |
| 10475.202, | |
| 318.104, | |
| 140.841, | |
| 140.754, | |
| 140.983 | |
| ], | |
| "decode_256_steps": [ | |
| 25.051000000000002, | |
| 24.497, | |
| 24.146, | |
| 23.961, | |
| 23.872999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 50.409, | |
| 50.516999999999996, | |
| 50.555, | |
| 51.552, | |
| 51.179 | |
| ], | |
| "decode_1024_steps": [ | |
| 139.84199999999998, | |
| 140.147, | |
| 140.435, | |
| 141.35, | |
| 140.88600000000002 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { | |
| "compile_1024_steps": [ | |
| 4556.326, | |
| 275.67199999999997, | |
| 98.14399999999999, | |
| 95.15700000000001, | |
| 94.72 | |
| ], | |
| "decode_256_steps": [ | |
| 23.378, | |
| 23.344, | |
| 23.209, | |
| 23.197, | |
| 23.095000000000002 | |
| ], | |
| "decode_512_steps": [ | |
| 46.301, | |
| 46.731, | |
| 46.483, | |
| 46.733, | |
| 47.247 | |
| ], | |
| "decode_1024_steps": [ | |
| 100.193, | |
| 103.20400000000001, | |
| 96.607, | |
| 95.228, | |
| 95.04700000000001 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { | |
| "compile_1024_steps": [ | |
| 4597.4259999999995, | |
| 284.45799999999997, | |
| 109.375, | |
| 109.93700000000001, | |
| 110.033 | |
| ], | |
| "decode_256_steps": [ | |
| 23.757, | |
| 23.616000000000003, | |
| 23.487000000000002, | |
| 23.352, | |
| 23.558 | |
| ], | |
| "decode_512_steps": [ | |
| 46.711000000000006, | |
| 47.114999999999995, | |
| 48.63399999999999, | |
| 46.918, | |
| 46.940999999999995 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.638, | |
| 109.55499999999999, | |
| 109.096, | |
| 108.616, | |
| 108.856 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { | |
| "compile_1024_steps": [ | |
| 8279.78, | |
| 335.101, | |
| 144.185, | |
| 144.231, | |
| 144.183 | |
| ], | |
| "decode_256_steps": [ | |
| 24.343, | |
| 24.124, | |
| 23.986, | |
| 23.970000000000002, | |
| 24.061 | |
| ], | |
| "decode_512_steps": [ | |
| 52.501, | |
| 52.698, | |
| 52.799, | |
| 52.477999999999994, | |
| 52.898 | |
| ], | |
| "decode_1024_steps": [ | |
| 144.46, | |
| 144.239, | |
| 144.477, | |
| 144.431, | |
| 143.754 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { | |
| "compile_1024_steps": [ | |
| 2585.967, | |
| 265.151, | |
| 101.356, | |
| 98.305, | |
| 98.495 | |
| ], | |
| "decode_256_steps": [ | |
| 23.771, | |
| 23.884, | |
| 23.653, | |
| 23.934, | |
| 23.689 | |
| ], | |
| "decode_512_steps": [ | |
| 46.766000000000005, | |
| 46.683, | |
| 46.57, | |
| 46.541, | |
| 46.504999999999995 | |
| ], | |
| "decode_1024_steps": [ | |
| 97.157, | |
| 97.14699999999999, | |
| 99.107, | |
| 99.012, | |
| 98.314 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { | |
| "compile_1024_steps": [ | |
| 2575.573, | |
| 296.044, | |
| 118.407, | |
| 115.68299999999999, | |
| 115.286 | |
| ], | |
| "decode_256_steps": [ | |
| 24.070999999999998, | |
| 23.572, | |
| 23.528, | |
| 23.308, | |
| 23.247 | |
| ], | |
| "decode_512_steps": [ | |
| 47.192, | |
| 48.796, | |
| 54.567, | |
| 50.318000000000005, | |
| 47.11 | |
| ], | |
| "decode_1024_steps": [ | |
| 115.653, | |
| 116.478, | |
| 116.26599999999999, | |
| 115.58200000000001, | |
| 115.122 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { | |
| "compile_1024_steps": [ | |
| 4624.207, | |
| 206.632, | |
| 204.741, | |
| 204.55100000000002, | |
| 205.121 | |
| ], | |
| "decode_256_steps": [ | |
| 51.452, | |
| 51.482, | |
| 51.481, | |
| 51.513999999999996, | |
| 51.691 | |
| ], | |
| "decode_512_steps": [ | |
| 102.804, | |
| 102.79599999999999, | |
| 102.491, | |
| 102.383, | |
| 102.54299999999999 | |
| ], | |
| "decode_1024_steps": [ | |
| 204.7, | |
| 204.891, | |
| 205.091, | |
| 205.275, | |
| 204.93 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { | |
| "compile_1024_steps": [ | |
| 1816.004, | |
| 120.71900000000001, | |
| 107.831, | |
| 107.911, | |
| 107.892 | |
| ], | |
| "decode_256_steps": [ | |
| 27.119, | |
| 27.057000000000002, | |
| 27.133, | |
| 27.253, | |
| 27.099999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 53.98, | |
| 54.177, | |
| 54.55200000000001, | |
| 54.46, | |
| 54.252 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.038, | |
| 108.247, | |
| 108.32300000000001, | |
| 108.082, | |
| 108.128 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { | |
| "compile_1024_steps": [ | |
| 1833.473, | |
| 154.75, | |
| 154.974, | |
| 155.007, | |
| 155.405 | |
| ], | |
| "decode_256_steps": [ | |
| 39.004999999999995, | |
| 38.939, | |
| 38.989999999999995, | |
| 39.246, | |
| 39.233 | |
| ], | |
| "decode_512_steps": [ | |
| 77.801, | |
| 77.71300000000001, | |
| 77.892, | |
| 77.474, | |
| 77.434 | |
| ], | |
| "decode_1024_steps": [ | |
| 154.809, | |
| 154.798, | |
| 154.952, | |
| 155.17000000000002, | |
| 155.349 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { | |
| "compile_2048_steps": [ | |
| 5371.276, | |
| 743.583, | |
| 742.951, | |
| 743.5699999999999, | |
| 743.217 | |
| ], | |
| "decode_256_steps": [ | |
| 93.264, | |
| 93.426, | |
| 93.20299999999999, | |
| 93.382, | |
| 93.127 | |
| ], | |
| "decode_512_steps": [ | |
| 185.98600000000002, | |
| 185.93699999999998, | |
| 186.059, | |
| 185.88, | |
| 186.113 | |
| ], | |
| "decode_1024_steps": [ | |
| 372.163, | |
| 371.897, | |
| 371.707, | |
| 372.031, | |
| 372.135 | |
| ], | |
| "decode_2048_steps": [ | |
| 743.241, | |
| 743.257, | |
| 743.3729999999999, | |
| 743.413, | |
| 743.2429999999999 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { | |
| "compile_2048_steps": [ | |
| 2021.0759999999998, | |
| 415.759, | |
| 415.81, | |
| 416.277, | |
| 416.154 | |
| ], | |
| "decode_256_steps": [ | |
| 52.476, | |
| 52.195, | |
| 52.064, | |
| 52.123999999999995, | |
| 52.318000000000005 | |
| ], | |
| "decode_512_steps": [ | |
| 104.276, | |
| 104.632, | |
| 104.468, | |
| 104.357, | |
| 104.58000000000001 | |
| ], | |
| "decode_1024_steps": [ | |
| 208.287, | |
| 208.113, | |
| 208.067, | |
| 208.27, | |
| 208.467 | |
| ], | |
| "decode_2048_steps": [ | |
| 416.24, | |
| 415.83599999999996, | |
| 416.385, | |
| 416.29, | |
| 415.779 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { | |
| "compile_2048_steps": [ | |
| 2190.543, | |
| 582.441, | |
| 582.4540000000001, | |
| 582.787, | |
| 582.584 | |
| ], | |
| "decode_256_steps": [ | |
| 73.195, | |
| 73.332, | |
| 73.28800000000001, | |
| 73.176, | |
| 73.3 | |
| ], | |
| "decode_512_steps": [ | |
| 145.907, | |
| 145.99300000000002, | |
| 145.964, | |
| 145.883, | |
| 146.204 | |
| ], | |
| "decode_1024_steps": [ | |
| 291.851, | |
| 291.57, | |
| 291.25, | |
| 291.325, | |
| 291.836 | |
| ], | |
| "decode_2048_steps": [ | |
| 582.65, | |
| 582.855, | |
| 582.551, | |
| 582.214, | |
| 582.4789999999999 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { | |
| "compile_2048_steps": [ | |
| 10730.313, | |
| 391783.17199999996, | |
| 1586.743, | |
| 1372.568, | |
| 1372.986 | |
| ], | |
| "decode_256_steps": [ | |
| 29.512, | |
| 29.195999999999998, | |
| 29.128999999999998, | |
| 29.85, | |
| 29.218 | |
| ], | |
| "decode_512_steps": [ | |
| 85.51899999999999, | |
| 85.634, | |
| 85.88600000000001, | |
| 85.19500000000001, | |
| 85.396 | |
| ], | |
| "decode_1024_steps": [ | |
| 310.473, | |
| 310.63, | |
| 311.649, | |
| 310.90000000000003, | |
| 310.902 | |
| ], | |
| "decode_2048_steps": [ | |
| 1372.906, | |
| 1372.814, | |
| 1373.065, | |
| 1372.2060000000001, | |
| 1372.4279999999999 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { | |
| "compile_2048_steps": [ | |
| 3005.636, | |
| 338163.096, | |
| 505.73, | |
| 264.608, | |
| 263.783 | |
| ], | |
| "decode_256_steps": [ | |
| 25.772, | |
| 25.53, | |
| 24.951, | |
| 24.979000000000003, | |
| 24.828 | |
| ], | |
| "decode_512_steps": [ | |
| 49.34, | |
| 49.806000000000004, | |
| 49.575, | |
| 50.471000000000004, | |
| 50.33 | |
| ], | |
| "decode_1024_steps": [ | |
| 100.94300000000001, | |
| 100.35, | |
| 100.31400000000001, | |
| 100.887, | |
| 101.297 | |
| ], | |
| "decode_2048_steps": [ | |
| 262.198, | |
| 262.228, | |
| 262.80199999999996, | |
| 267.144, | |
| 263.90000000000003 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { | |
| "compile_2048_steps": [ | |
| 3014.297, | |
| 361465.868, | |
| 556.22, | |
| 342.583, | |
| 341.30100000000004 | |
| ], | |
| "decode_256_steps": [ | |
| 25.697000000000003, | |
| 25.166999999999998, | |
| 28.07, | |
| 29.578, | |
| 26.446 | |
| ], | |
| "decode_512_steps": [ | |
| 50.493, | |
| 51.324, | |
| 51.443000000000005, | |
| 50.571999999999996, | |
| 50.909000000000006 | |
| ], | |
| "decode_1024_steps": [ | |
| 113.881, | |
| 113.00399999999999, | |
| 113.831, | |
| 113.305, | |
| 113.535 | |
| ], | |
| "decode_2048_steps": [ | |
| 340.115, | |
| 341.29900000000004, | |
| 342.115, | |
| 342.19300000000004, | |
| 340.845 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { | |
| "compile_2048_steps": [ | |
| 98472.371, | |
| 933.7520000000001, | |
| 716.668, | |
| 717.215, | |
| 716.0029999999999 | |
| ], | |
| "decode_256_steps": [ | |
| 25.301000000000002, | |
| 24.834, | |
| 24.796, | |
| 24.989, | |
| 24.819 | |
| ], | |
| "decode_512_steps": [ | |
| 61.751, | |
| 61.699, | |
| 61.593, | |
| 61.279, | |
| 60.994 | |
| ], | |
| "decode_1024_steps": [ | |
| 196.44, | |
| 197.433, | |
| 197.36, | |
| 197.435, | |
| 197.268 | |
| ], | |
| "decode_2048_steps": [ | |
| 716.114, | |
| 721.434, | |
| 715.806, | |
| 716.554, | |
| 720.812 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { | |
| "compile_2048_steps": [ | |
| 72337.979, | |
| 427.074, | |
| 258.45, | |
| 258.859, | |
| 258.419 | |
| ], | |
| "decode_256_steps": [ | |
| 24.269, | |
| 23.817999999999998, | |
| 23.656, | |
| 23.524, | |
| 23.607 | |
| ], | |
| "decode_512_steps": [ | |
| 47.841, | |
| 47.297, | |
| 49.72, | |
| 46.584, | |
| 46.980000000000004 | |
| ], | |
| "decode_1024_steps": [ | |
| 95.47, | |
| 95.435, | |
| 95.656, | |
| 95.54, | |
| 95.352 | |
| ], | |
| "decode_2048_steps": [ | |
| 257.461, | |
| 259.212, | |
| 258.32, | |
| 258.245, | |
| 258.713 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { | |
| "compile_2048_steps": [ | |
| 77736.711, | |
| 508.557, | |
| 336.01599999999996, | |
| 336.236, | |
| 336.005 | |
| ], | |
| "decode_256_steps": [ | |
| 23.959, | |
| 23.544, | |
| 23.369, | |
| 23.285, | |
| 23.293000000000003 | |
| ], | |
| "decode_512_steps": [ | |
| 46.83, | |
| 46.663000000000004, | |
| 46.462, | |
| 46.496, | |
| 46.438 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.526, | |
| 108.64500000000001, | |
| 108.715, | |
| 108.735, | |
| 109.10300000000001 | |
| ], | |
| "decode_2048_steps": [ | |
| 335.687, | |
| 336.588, | |
| 336.12399999999997, | |
| 336.06, | |
| 335.852 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { | |
| "compile_2048_steps": [ | |
| 30580.451, | |
| 787.9540000000001, | |
| 579.2270000000001, | |
| 580.271, | |
| 578.688 | |
| ], | |
| "decode_256_steps": [ | |
| 25.176000000000002, | |
| 24.843, | |
| 24.436, | |
| 24.792, | |
| 29.173000000000002 | |
| ], | |
| "decode_512_steps": [ | |
| 54.052, | |
| 53.686, | |
| 53.532000000000004, | |
| 53.54600000000001, | |
| 53.64 | |
| ], | |
| "decode_1024_steps": [ | |
| 160.718, | |
| 161.159, | |
| 161.0, | |
| 160.819, | |
| 160.70999999999998 | |
| ], | |
| "decode_2048_steps": [ | |
| 578.9609999999999, | |
| 579.718, | |
| 579.1039999999999, | |
| 579.519, | |
| 579.073 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { | |
| "compile_2048_steps": [ | |
| 23339.184, | |
| 439.897, | |
| 261.12, | |
| 260.987, | |
| 261.095 | |
| ], | |
| "decode_256_steps": [ | |
| 24.991, | |
| 24.206, | |
| 24.052, | |
| 23.95, | |
| 23.956000000000003 | |
| ], | |
| "decode_512_steps": [ | |
| 47.863, | |
| 47.786, | |
| 47.929, | |
| 48.123, | |
| 47.841 | |
| ], | |
| "decode_1024_steps": [ | |
| 97.85000000000001, | |
| 98.26, | |
| 98.076, | |
| 98.042, | |
| 97.913 | |
| ], | |
| "decode_2048_steps": [ | |
| 260.421, | |
| 260.09, | |
| 259.958, | |
| 262.32800000000003, | |
| 260.592 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { | |
| "compile_2048_steps": [ | |
| 23460.021, | |
| 543.606, | |
| 336.571, | |
| 337.112, | |
| 337.627 | |
| ], | |
| "decode_256_steps": [ | |
| 24.490000000000002, | |
| 23.816, | |
| 23.857, | |
| 23.901, | |
| 23.906 | |
| ], | |
| "decode_512_steps": [ | |
| 46.883, | |
| 46.659, | |
| 46.64, | |
| 47.241, | |
| 46.892 | |
| ], | |
| "decode_1024_steps": [ | |
| 108.90700000000001, | |
| 108.889, | |
| 109.07799999999999, | |
| 110.028, | |
| 109.796 | |
| ], | |
| "decode_2048_steps": [ | |
| 336.67, | |
| 337.714, | |
| 336.92100000000005, | |
| 337.568, | |
| 337.48 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { | |
| "compile_2048_steps": [ | |
| 13696.377999999999, | |
| 640.451, | |
| 454.274, | |
| 453.712, | |
| 453.886 | |
| ], | |
| "decode_256_steps": [ | |
| 24.973, | |
| 24.29, | |
| 24.157, | |
| 24.365000000000002, | |
| 24.381 | |
| ], | |
| "decode_512_steps": [ | |
| 50.78, | |
| 50.439, | |
| 50.714, | |
| 50.663, | |
| 50.647 | |
| ], | |
| "decode_1024_steps": [ | |
| 138.492, | |
| 139.009, | |
| 138.834, | |
| 139.16, | |
| 138.882 | |
| ], | |
| "decode_2048_steps": [ | |
| 452.884, | |
| 456.307, | |
| 453.27, | |
| 453.805, | |
| 453.354 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { | |
| "compile_2048_steps": [ | |
| 7501.386, | |
| 428.274, | |
| 261.695, | |
| 261.823, | |
| 259.961 | |
| ], | |
| "decode_256_steps": [ | |
| 24.104, | |
| 23.865000000000002, | |
| 23.668000000000003, | |
| 23.571, | |
| 23.628 | |
| ], | |
| "decode_512_steps": [ | |
| 47.449999999999996, | |
| 47.638, | |
| 47.300000000000004, | |
| 53.419000000000004, | |
| 52.418 | |
| ], | |
| "decode_1024_steps": [ | |
| 97.506, | |
| 97.099, | |
| 97.167, | |
| 97.466, | |
| 97.071 | |
| ], | |
| "decode_2048_steps": [ | |
| 260.505, | |
| 260.247, | |
| 260.516, | |
| 261.186, | |
| 262.593 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { | |
| "compile_2048_steps": [ | |
| 7447.994, | |
| 552.3059999999999, | |
| 336.94800000000004, | |
| 337.04699999999997, | |
| 337.082 | |
| ], | |
| "decode_256_steps": [ | |
| 24.244999999999997, | |
| 23.869999999999997, | |
| 23.421999999999997, | |
| 23.224999999999998, | |
| 23.177 | |
| ], | |
| "decode_512_steps": [ | |
| 46.251, | |
| 46.260999999999996, | |
| 46.367, | |
| 46.873, | |
| 46.468 | |
| ], | |
| "decode_1024_steps": [ | |
| 109.784, | |
| 108.763, | |
| 108.875, | |
| 109.732, | |
| 109.283 | |
| ], | |
| "decode_2048_steps": [ | |
| 336.572, | |
| 336.146, | |
| 335.676, | |
| 336.994, | |
| 336.832 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { | |
| "compile_2048_steps": [ | |
| 9300.202000000001, | |
| 639.399, | |
| 451.368, | |
| 450.961, | |
| 451.73400000000004 | |
| ], | |
| "decode_256_steps": [ | |
| 25.433999999999997, | |
| 25.038999999999998, | |
| 25.585, | |
| 24.323999999999998, | |
| 24.25 | |
| ], | |
| "decode_512_steps": [ | |
| 52.830000000000005, | |
| 52.468, | |
| 52.522, | |
| 53.04, | |
| 52.494 | |
| ], | |
| "decode_1024_steps": [ | |
| 142.80499999999998, | |
| 143.034, | |
| 143.225, | |
| 142.984, | |
| 143.531 | |
| ], | |
| "decode_2048_steps": [ | |
| 451.794, | |
| 450.737, | |
| 451.027, | |
| 451.513, | |
| 450.601 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { | |
| "compile_2048_steps": [ | |
| 3365.329, | |
| 463.42499999999995, | |
| 270.872, | |
| 270.098, | |
| 269.55 | |
| ], | |
| "decode_256_steps": [ | |
| 24.066, | |
| 23.678, | |
| 23.634999999999998, | |
| 23.825, | |
| 23.965 | |
| ], | |
| "decode_512_steps": [ | |
| 47.569, | |
| 47.718999999999994, | |
| 47.419000000000004, | |
| 47.346, | |
| 47.302 | |
| ], | |
| "decode_1024_steps": [ | |
| 98.476, | |
| 98.724, | |
| 98.851, | |
| 98.603, | |
| 97.743 | |
| ], | |
| "decode_2048_steps": [ | |
| 268.932, | |
| 268.778, | |
| 268.816, | |
| 270.96700000000004, | |
| 270.65099999999995 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { | |
| "compile_2048_steps": [ | |
| 3569.125, | |
| 529.872, | |
| 356.71599999999995, | |
| 355.325, | |
| 363.075 | |
| ], | |
| "decode_256_steps": [ | |
| 24.315, | |
| 23.584, | |
| 23.807, | |
| 23.544, | |
| 23.587 | |
| ], | |
| "decode_512_steps": [ | |
| 46.858999999999995, | |
| 46.841, | |
| 46.485, | |
| 46.488, | |
| 46.508 | |
| ], | |
| "decode_1024_steps": [ | |
| 115.334, | |
| 116.118, | |
| 117.40100000000001, | |
| 115.191, | |
| 114.932 | |
| ], | |
| "decode_2048_steps": [ | |
| 354.7, | |
| 356.252, | |
| 356.04999999999995, | |
| 354.99199999999996, | |
| 355.15999999999997 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { | |
| "compile_2048_steps": [ | |
| 6234.8910000000005, | |
| 576.4860000000001, | |
| 575.934, | |
| 575.846, | |
| 576.766 | |
| ], | |
| "decode_256_steps": [ | |
| 51.426, | |
| 51.267, | |
| 51.345, | |
| 51.467, | |
| 51.19 | |
| ], | |
| "decode_512_steps": [ | |
| 102.21600000000001, | |
| 102.48400000000001, | |
| 102.52, | |
| 102.70100000000001, | |
| 102.76100000000001 | |
| ], | |
| "decode_1024_steps": [ | |
| 204.708, | |
| 204.828, | |
| 204.529, | |
| 204.429, | |
| 204.349 | |
| ], | |
| "decode_2048_steps": [ | |
| 576.625, | |
| 576.156, | |
| 576.666, | |
| 576.0809999999999, | |
| 576.284 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { | |
| "compile_2048_steps": [ | |
| 2303.471, | |
| 318.189, | |
| 319.373, | |
| 318.799, | |
| 318.08 | |
| ], | |
| "decode_256_steps": [ | |
| 27.910999999999998, | |
| 27.684, | |
| 27.779, | |
| 27.898, | |
| 27.761999999999997 | |
| ], | |
| "decode_512_steps": [ | |
| 55.239000000000004, | |
| 55.541, | |
| 55.998, | |
| 55.717999999999996, | |
| 55.656 | |
| ], | |
| "decode_1024_steps": [ | |
| 110.513, | |
| 110.81299999999999, | |
| 110.55, | |
| 110.75, | |
| 110.331 | |
| ], | |
| "decode_2048_steps": [ | |
| 318.202, | |
| 318.594, | |
| 318.97700000000003, | |
| 318.836, | |
| 318.21 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { | |
| "compile_2048_steps": [ | |
| 2379.8759999999997, | |
| 446.087, | |
| 446.478, | |
| 445.658, | |
| 445.581 | |
| ], | |
| "decode_256_steps": [ | |
| 39.08, | |
| 39.159, | |
| 38.921, | |
| 39.072, | |
| 38.998 | |
| ], | |
| "decode_512_steps": [ | |
| 77.809, | |
| 77.971, | |
| 77.596, | |
| 77.741, | |
| 77.643 | |
| ], | |
| "decode_1024_steps": [ | |
| 154.458, | |
| 154.684, | |
| 154.76500000000001, | |
| 154.895, | |
| 155.389 | |
| ], | |
| "decode_2048_steps": [ | |
| 446.375, | |
| 445.713, | |
| 446.188, | |
| 446.563, | |
| 445.638 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 7397.326, | |
| 2753.46, | |
| 2753.292, | |
| 2753.335, | |
| 2752.978 | |
| ], | |
| "decode_256_steps": [ | |
| 172.495, | |
| 172.398, | |
| 172.412, | |
| 172.44799999999998, | |
| 172.493 | |
| ], | |
| "decode_512_steps": [ | |
| 345.75899999999996, | |
| 344.53299999999996, | |
| 344.536, | |
| 344.54200000000003, | |
| 344.54200000000003 | |
| ], | |
| "decode_1024_steps": [ | |
| 688.476, | |
| 688.635, | |
| 688.591, | |
| 688.727, | |
| 688.587 | |
| ], | |
| "decode_2048_steps": [ | |
| 1376.6529999999998, | |
| 1376.893, | |
| 1376.753, | |
| 1376.592, | |
| 1376.7659999999998 | |
| ], | |
| "decode_4096_steps": [ | |
| 2753.287, | |
| 2753.01, | |
| 2753.099, | |
| 2753.155, | |
| 2752.996 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 3313.356, | |
| 1623.6170000000002, | |
| 1623.374, | |
| 1623.648, | |
| 1623.742 | |
| ], | |
| "decode_256_steps": [ | |
| 101.991, | |
| 101.922, | |
| 101.802, | |
| 101.828, | |
| 101.90599999999999 | |
| ], | |
| "decode_512_steps": [ | |
| 203.368, | |
| 203.44, | |
| 203.263, | |
| 203.39, | |
| 203.496 | |
| ], | |
| "decode_1024_steps": [ | |
| 406.37, | |
| 406.375, | |
| 406.337, | |
| 406.249, | |
| 406.081 | |
| ], | |
| "decode_2048_steps": [ | |
| 812.256, | |
| 812.4590000000001, | |
| 812.2049999999999, | |
| 812.271, | |
| 811.56 | |
| ], | |
| "decode_4096_steps": [ | |
| 1623.4409999999998, | |
| 1623.1009999999999, | |
| 1623.7749999999999, | |
| 1624.073, | |
| 1623.636 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 3874.8230000000003, | |
| 2255.869, | |
| 2255.628, | |
| 2255.898, | |
| 2255.892 | |
| ], | |
| "decode_256_steps": [ | |
| 141.31, | |
| 141.347, | |
| 141.31099999999998, | |
| 141.36499999999998, | |
| 141.41799999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 282.428, | |
| 282.57500000000005, | |
| 282.327, | |
| 282.249, | |
| 282.322 | |
| ], | |
| "decode_1024_steps": [ | |
| 564.5250000000001, | |
| 564.106, | |
| 564.447, | |
| 564.173, | |
| 564.2660000000001 | |
| ], | |
| "decode_2048_steps": [ | |
| 1128.02, | |
| 1128.192, | |
| 1128.154, | |
| 1128.289, | |
| 1128.191 | |
| ], | |
| "decode_4096_steps": [ | |
| 2255.761, | |
| 2255.823, | |
| 2257.8109999999997, | |
| 2261.793, | |
| 2263.067 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 15177.399, | |
| 817603.9950000001, | |
| 5676.0650000000005, | |
| 5440.447, | |
| 5440.954 | |
| ], | |
| "decode_256_steps": [ | |
| 29.538999999999998, | |
| 28.689, | |
| 28.347, | |
| 28.239, | |
| 28.282 | |
| ], | |
| "decode_512_steps": [ | |
| 84.125, | |
| 85.175, | |
| 84.586, | |
| 84.37899999999999, | |
| 85.635 | |
| ], | |
| "decode_1024_steps": [ | |
| 307.893, | |
| 308.336, | |
| 308.334, | |
| 307.77700000000004, | |
| 308.379 | |
| ], | |
| "decode_2048_steps": [ | |
| 1332.122, | |
| 1332.0590000000002, | |
| 1332.0259999999998, | |
| 1331.468, | |
| 1332.233 | |
| ], | |
| "decode_4096_steps": [ | |
| 5440.2080000000005, | |
| 5440.5419999999995, | |
| 5440.479, | |
| 5440.923, | |
| 5441.258000000001 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 4070.3300000000004, | |
| 735333.011, | |
| 1124.264, | |
| 878.765, | |
| 877.452 | |
| ], | |
| "decode_256_steps": [ | |
| 24.264, | |
| 23.931, | |
| 23.944, | |
| 23.875, | |
| 24.035 | |
| ], | |
| "decode_512_steps": [ | |
| 46.989000000000004, | |
| 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 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 45453.074, | |
| 1412.634, | |
| 1201.011, | |
| 1200.9080000000001, | |
| 1201.2259999999999 | |
| ], | |
| "decode_256_steps": [ | |
| 24.689, | |
| 24.197, | |
| 24.062, | |
| 24.153000000000002, | |
| 24.233 | |
| ], | |
| "decode_512_steps": [ | |
| 49.918, | |
| 47.573, | |
| 47.371, | |
| 47.494, | |
| 47.948 | |
| ], | |
| "decode_1024_steps": [ | |
| 109.546, | |
| 109.824, | |
| 109.518, | |
| 109.35499999999999, | |
| 109.426 | |
| ], | |
| "decode_2048_steps": [ | |
| 336.786, | |
| 337.99600000000004, | |
| 337.269, | |
| 336.237, | |
| 335.949 | |
| ], | |
| "decode_4096_steps": [ | |
| 1199.754, | |
| 1200.335, | |
| 1199.695, | |
| 1199.879, | |
| 1207.3970000000002 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 20470.555999999997, | |
| 1804.451, | |
| 1606.75, | |
| 1612.086, | |
| 1606.344 | |
| ], | |
| "decode_256_steps": [ | |
| 24.415, | |
| 23.84, | |
| 23.737000000000002, | |
| 23.668000000000003, | |
| 23.904999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 50.410999999999994, | |
| 50.707, | |
| 50.397999999999996, | |
| 50.778999999999996, | |
| 50.303 | |
| ], | |
| "decode_1024_steps": [ | |
| 138.828, | |
| 139.662, | |
| 140.523, | |
| 138.77999999999997, | |
| 139.178 | |
| ], | |
| "decode_2048_steps": [ | |
| 454.534, | |
| 455.535, | |
| 454.49600000000004, | |
| 454.909, | |
| 455.199 | |
| ], | |
| "decode_4096_steps": [ | |
| 1605.7259999999999, | |
| 1607.116, | |
| 1606.565, | |
| 1605.885, | |
| 1606.552 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 13425.902, | |
| 1070.4750000000001, | |
| 883.273, | |
| 882.027, | |
| 881.8470000000001 | |
| ], | |
| "decode_256_steps": [ | |
| 24.668, | |
| 24.097, | |
| 23.93, | |
| 24.072, | |
| 23.864 | |
| ], | |
| "decode_512_steps": [ | |
| 47.874, | |
| 47.717000000000006, | |
| 47.272, | |
| 46.932, | |
| 46.883 | |
| ], | |
| "decode_1024_steps": [ | |
| 95.658, | |
| 96.04400000000001, | |
| 102.35600000000001, | |
| 95.668, | |
| 95.79400000000001 | |
| ], | |
| "decode_2048_steps": [ | |
| 259.579, | |
| 259.996, | |
| 260.235, | |
| 259.393, | |
| 259.33299999999997 | |
| ], | |
| "decode_4096_steps": [ | |
| 882.1020000000001, | |
| 881.89, | |
| 882.567, | |
| 881.5079999999999, | |
| 882.005 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 13862.92, | |
| 1404.2269999999999, | |
| 1201.7830000000001, | |
| 1201.748, | |
| 1201.826 | |
| ], | |
| "decode_256_steps": [ | |
| 24.044, | |
| 23.516, | |
| 23.398, | |
| 23.442999999999998, | |
| 23.293000000000003 | |
| ], | |
| "decode_512_steps": [ | |
| 46.627, | |
| 46.512, | |
| 46.911, | |
| 47.163, | |
| 47.447 | |
| ], | |
| "decode_1024_steps": [ | |
| 109.82000000000001, | |
| 110.013, | |
| 110.00500000000001, | |
| 109.696, | |
| 109.309 | |
| ], | |
| "decode_2048_steps": [ | |
| 335.709, | |
| 336.15, | |
| 337.48699999999997, | |
| 338.275, | |
| 335.91700000000003 | |
| ], | |
| "decode_4096_steps": [ | |
| 1202.211, | |
| 1201.646, | |
| 1201.3590000000002, | |
| 1201.493, | |
| 1200.8529999999998 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 11718.681999999999, | |
| 1726.3329999999999, | |
| 1540.334, | |
| 1540.496, | |
| 1540.5910000000001 | |
| ], | |
| "decode_256_steps": [ | |
| 24.901, | |
| 26.836, | |
| 28.059, | |
| 25.87, | |
| 23.855999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 52.066, | |
| 52.146, | |
| 52.574000000000005, | |
| 52.269999999999996, | |
| 52.234 | |
| ], | |
| "decode_1024_steps": [ | |
| 143.234, | |
| 143.162, | |
| 143.519, | |
| 143.603, | |
| 143.47899999999998 | |
| ], | |
| "decode_2048_steps": [ | |
| 450.123, | |
| 449.856, | |
| 450.532, | |
| 449.727, | |
| 450.392 | |
| ], | |
| "decode_4096_steps": [ | |
| 1541.0710000000001, | |
| 1540.0259999999998, | |
| 1540.4560000000001, | |
| 1541.6570000000002, | |
| 1540.841 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 5346.665, | |
| 1069.395, | |
| 916.865, | |
| 909.098, | |
| 909.95 | |
| ], | |
| "decode_256_steps": [ | |
| 24.429, | |
| 23.882, | |
| 23.723000000000003, | |
| 23.553, | |
| 23.799 | |
| ], | |
| "decode_512_steps": [ | |
| 47.169999999999995, | |
| 47.562, | |
| 46.826, | |
| 46.998, | |
| 46.632 | |
| ], | |
| "decode_1024_steps": [ | |
| 97.966, | |
| 97.65, | |
| 98.111, | |
| 98.675, | |
| 99.236 | |
| ], | |
| "decode_2048_steps": [ | |
| 270.37699999999995, | |
| 269.9, | |
| 270.26099999999997, | |
| 270.488, | |
| 268.823 | |
| ], | |
| "decode_4096_steps": [ | |
| 907.937, | |
| 907.957, | |
| 908.285, | |
| 907.755, | |
| 908.511 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 5734.754, | |
| 1400.499, | |
| 1245.193, | |
| 1244.976, | |
| 1244.5059999999999 | |
| ], | |
| "decode_256_steps": [ | |
| 23.807, | |
| 23.485, | |
| 23.719, | |
| 23.726, | |
| 23.747999999999998 | |
| ], | |
| "decode_512_steps": [ | |
| 47.305, | |
| 47.387, | |
| 47.155, | |
| 47.233999999999995, | |
| 47.215 | |
| ], | |
| "decode_1024_steps": [ | |
| 116.282, | |
| 116.342, | |
| 116.622, | |
| 115.28099999999999, | |
| 115.981 | |
| ], | |
| "decode_2048_steps": [ | |
| 355.21200000000005, | |
| 357.046, | |
| 356.04, | |
| 355.416, | |
| 356.588 | |
| ], | |
| "decode_4096_steps": [ | |
| 1244.729, | |
| 1245.021, | |
| 1244.717, | |
| 1249.388, | |
| 1244.545 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 9831.928, | |
| 1964.873, | |
| 1778.41, | |
| 1779.417, | |
| 1778.287 | |
| ], | |
| "decode_256_steps": [ | |
| 51.135, | |
| 51.013999999999996, | |
| 51.18000000000001, | |
| 51.08, | |
| 51.020999999999994 | |
| ], | |
| "decode_512_steps": [ | |
| 102.05, | |
| 101.76599999999999, | |
| 101.77600000000001, | |
| 101.62400000000001, | |
| 101.601 | |
| ], | |
| "decode_1024_steps": [ | |
| 202.838, | |
| 202.838, | |
| 202.76500000000001, | |
| 203.26500000000001, | |
| 203.489 | |
| ], | |
| "decode_2048_steps": [ | |
| 569.037, | |
| 569.087, | |
| 569.1610000000001, | |
| 569.0079999999999, | |
| 569.526 | |
| ], | |
| "decode_4096_steps": [ | |
| 1778.6789999999999, | |
| 1778.807, | |
| 1778.6, | |
| 1778.891, | |
| 1778.1180000000002 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 3414.647, | |
| 1191.127, | |
| 1031.333, | |
| 1031.262, | |
| 1031.3239999999998 | |
| ], | |
| "decode_256_steps": [ | |
| 27.968, | |
| 27.687, | |
| 27.826, | |
| 27.811, | |
| 27.874 | |
| ], | |
| "decode_512_steps": [ | |
| 55.522, | |
| 55.330999999999996, | |
| 55.301, | |
| 55.374, | |
| 55.429 | |
| ], | |
| "decode_1024_steps": [ | |
| 110.806, | |
| 110.33999999999999, | |
| 110.435, | |
| 109.982, | |
| 110.25500000000001 | |
| ], | |
| "decode_2048_steps": [ | |
| 318.255, | |
| 319.221, | |
| 319.053, | |
| 318.81399999999996, | |
| 318.732 | |
| ], | |
| "decode_4096_steps": [ | |
| 1032.045, | |
| 1031.584, | |
| 1031.502, | |
| 1031.442, | |
| 1031.096 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { | |
| "compile_4096_steps": [ | |
| 3818.166, | |
| 1612.438, | |
| 1436.4470000000001, | |
| 1436.656, | |
| 1436.874 | |
| ], | |
| "decode_256_steps": [ | |
| 39.247, | |
| 39.07299999999999, | |
| 39.108, | |
| 39.190999999999995, | |
| 38.981 | |
| ], | |
| "decode_512_steps": [ | |
| 77.511, | |
| 77.863, | |
| 77.737, | |
| 77.58800000000001, | |
| 77.751 | |
| ], | |
| "decode_1024_steps": [ | |
| 154.455, | |
| 154.694, | |
| 154.585, | |
| 154.68699999999998, | |
| 155.12599999999998 | |
| ], | |
| "decode_2048_steps": [ | |
| 446.111, | |
| 445.444, | |
| 445.543, | |
| 446.579, | |
| 445.669 | |
| ], | |
| "decode_4096_steps": [ | |
| 1437.146, | |
| 1437.9299999999998, | |
| 1437.432, | |
| 1437.1119999999999, | |
| 1436.975 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": { | |
| "compile_4096_steps": [ | |
| 7141.405, | |
| 2755.241, | |
| 2755.0699999999997, | |
| 2754.792, | |
| 2754.7259999999997 | |
| ], | |
| "decode_256_steps": [ | |
| 172.747, | |
| 172.736, | |
| 172.833, | |
| 172.559, | |
| 172.49900000000002 | |
| ], | |
| "decode_512_steps": [ | |
| 344.551, | |
| 344.844, | |
| 344.757, | |
| 344.829, | |
| 344.72799999999995 | |
| ], | |
| "decode_1024_steps": [ | |
| 688.72, | |
| 689.155, | |
| 688.982, | |
| 688.986, | |
| 689.152 | |
| ], | |
| "decode_2048_steps": [ | |
| 1377.4070000000002, | |
| 1377.501, | |
| 1377.6090000000002, | |
| 1377.543, | |
| 1377.66 | |
| ], | |
| "decode_4096_steps": [ | |
| 2754.9809999999998, | |
| 2754.5829999999996, | |
| 2754.5989999999997, | |
| 2754.977, | |
| 2755.087 | |
| ] | |
| }, | |
| "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": { | |
| "compile_4096_steps": [ | |
| 3256.581, | |
| 1624.491, | |
| 1624.2179999999998, | |
| 1624.0939999999998, | |
| 1624.636 | |
| ], | |
| "decode_256_steps": [ | |
| 101.787, | |
| 102.007, | |
| 101.853, | |
| 101.83200000000001, | |
| 101.65299999999999 | |
| ], | |
| "decode_512_steps": [ | |
| 203.155, | |
| 203.197, | |
| 203.579, | |
| 203.412, | |
| 203.529 | |
| ], | |
| "decode_1024_steps": [ | |
| 406.071, | |
| 406.581, | |
| 406.714, | |
| 406.337, | |
| 406.24 | |
| ], | |
| "decode_2048_steps": [ | |
| 812.1650000000001, | |
| 812.832, | |
| 812.2669999999999, | |
| 812.294, | |
| 812.2620000000001 | |
| ], | |
| "decode_4096_steps": [ | |
| 1624.13, | |
| 1623.797, | |
| 1623.7839999999999, | |
| 1624.191, | |
| 1623.739 | |
| ] | |
| } | |
| } |