|
{ |
|
"(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 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": { |
|
"compile_4096_steps": [ |
|
3916.507, |
|
2256.6639999999998, |
|
2256.834, |
|
2256.8700000000003, |
|
2256.614 |
|
], |
|
"decode_256_steps": [ |
|
141.47, |
|
141.44799999999998, |
|
141.38600000000002, |
|
141.458, |
|
141.607 |
|
], |
|
"decode_512_steps": [ |
|
282.581, |
|
282.69100000000003, |
|
282.508, |
|
282.445, |
|
282.69 |
|
], |
|
"decode_1024_steps": [ |
|
564.825, |
|
564.399, |
|
564.4390000000001, |
|
564.1890000000001, |
|
564.587 |
|
], |
|
"decode_2048_steps": [ |
|
1129.378, |
|
1129.334, |
|
1129.787, |
|
1129.261, |
|
1131.073 |
|
], |
|
"decode_4096_steps": [ |
|
2259.3329999999996, |
|
2260.418, |
|
2261.962, |
|
2260.773, |
|
2262.483 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
15173.758, |
|
10716.592, |
|
10716.765000000001, |
|
10716.881000000001, |
|
10716.932999999999 |
|
], |
|
"decode_256_steps": [ |
|
335.387, |
|
335.216, |
|
335.221, |
|
335.495, |
|
335.279 |
|
], |
|
"decode_512_steps": [ |
|
670.252, |
|
670.1510000000001, |
|
670.662, |
|
670.4200000000001, |
|
670.38 |
|
], |
|
"decode_1024_steps": [ |
|
1340.2730000000001, |
|
1340.233, |
|
1340.252, |
|
1340.151, |
|
1340.203 |
|
], |
|
"decode_2048_steps": [ |
|
2680.251, |
|
2680.294, |
|
2680.701, |
|
2680.496, |
|
2680.639 |
|
], |
|
"decode_4096_steps": [ |
|
5361.1089999999995, |
|
5361.642, |
|
5361.595, |
|
5361.505, |
|
5362.157 |
|
], |
|
"decode_8192_steps": [ |
|
10724.226, |
|
10723.507, |
|
10724.374, |
|
10724.344000000001, |
|
10725.018 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
7897.401000000001, |
|
6249.928, |
|
6250.84, |
|
6252.206, |
|
6251.68 |
|
], |
|
"decode_256_steps": [ |
|
195.83700000000002, |
|
195.727, |
|
195.752, |
|
195.836, |
|
195.96099999999998 |
|
], |
|
"decode_512_steps": [ |
|
391.296, |
|
391.075, |
|
391.11600000000004, |
|
391.29, |
|
391.163 |
|
], |
|
"decode_1024_steps": [ |
|
781.9979999999999, |
|
782.001, |
|
781.778, |
|
781.825, |
|
781.582 |
|
], |
|
"decode_2048_steps": [ |
|
1563.519, |
|
1563.358, |
|
1563.029, |
|
1563.163, |
|
1563.231 |
|
], |
|
"decode_4096_steps": [ |
|
3126.086, |
|
3125.8360000000002, |
|
3125.786, |
|
3126.149, |
|
3126.2819999999997 |
|
], |
|
"decode_8192_steps": [ |
|
6251.838000000001, |
|
6252.125999999999, |
|
6250.425, |
|
6250.3330000000005, |
|
6251.32 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
10512.181, |
|
8925.487000000001, |
|
8928.956, |
|
8933.707, |
|
8954.387 |
|
], |
|
"decode_256_steps": [ |
|
280.944, |
|
280.871, |
|
281.008, |
|
280.947, |
|
280.895 |
|
], |
|
"decode_512_steps": [ |
|
561.2470000000001, |
|
561.495, |
|
561.28, |
|
561.3209999999999, |
|
561.3470000000001 |
|
], |
|
"decode_1024_steps": [ |
|
1122.164, |
|
1122.244, |
|
1122.238, |
|
1122.231, |
|
1122.212 |
|
], |
|
"decode_2048_steps": [ |
|
2243.992, |
|
2244.033, |
|
2243.991, |
|
2245.485, |
|
2246.13 |
|
], |
|
"decode_4096_steps": [ |
|
4492.352999999999, |
|
4492.993, |
|
4492.924999999999, |
|
4493.8279999999995, |
|
4496.8240000000005 |
|
], |
|
"decode_8192_steps": [ |
|
8993.047, |
|
8996.225, |
|
8999.648000000001, |
|
8998.706, |
|
9002.439 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
32771.297, |
|
1836070.083, |
|
22363.795, |
|
22081.027, |
|
22080.81 |
|
], |
|
"decode_256_steps": [ |
|
28.69, |
|
28.127, |
|
27.854, |
|
27.659, |
|
27.746 |
|
], |
|
"decode_512_steps": [ |
|
83.9, |
|
84.292, |
|
83.871, |
|
84.19699999999999, |
|
85.58300000000001 |
|
], |
|
"decode_1024_steps": [ |
|
306.707, |
|
306.85, |
|
307.29699999999997, |
|
307.527, |
|
306.733 |
|
], |
|
"decode_2048_steps": [ |
|
1330.57, |
|
1330.489, |
|
1330.6039999999998, |
|
1331.391, |
|
1330.6860000000001 |
|
], |
|
"decode_4096_steps": [ |
|
5439.523, |
|
5438.995, |
|
5438.733, |
|
5439.742, |
|
5439.066000000001 |
|
], |
|
"decode_8192_steps": [ |
|
22081.053, |
|
22080.337, |
|
22081.737, |
|
22079.545, |
|
22079.486 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
6854.753, |
|
1626335.922, |
|
3481.51, |
|
3227.9840000000004, |
|
3227.816 |
|
], |
|
"decode_256_steps": [ |
|
24.743000000000002, |
|
23.519000000000002, |
|
22.651, |
|
22.450000000000003, |
|
22.153 |
|
], |
|
"decode_512_steps": [ |
|
44.809000000000005, |
|
44.651, |
|
44.105, |
|
44.439, |
|
48.832 |
|
], |
|
"decode_1024_steps": [ |
|
92.45100000000001, |
|
99.67, |
|
92.445, |
|
92.33, |
|
92.406 |
|
], |
|
"decode_2048_steps": [ |
|
252.077, |
|
253.021, |
|
252.832, |
|
252.97199999999998, |
|
252.95000000000002 |
|
], |
|
"decode_4096_steps": [ |
|
859.611, |
|
860.019, |
|
859.996, |
|
860.369, |
|
860.302 |
|
], |
|
"decode_8192_steps": [ |
|
3227.21, |
|
3227.1369999999997, |
|
3226.795, |
|
3227.5190000000002, |
|
3232.246 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
8122.923, |
|
1440575.08, |
|
4830.654, |
|
4571.581, |
|
4573.7519999999995 |
|
], |
|
"decode_256_steps": [ |
|
23.986, |
|
22.852999999999998, |
|
22.441, |
|
22.499000000000002, |
|
22.252000000000002 |
|
], |
|
"decode_512_steps": [ |
|
44.587, |
|
44.242999999999995, |
|
43.806, |
|
43.571, |
|
43.753 |
|
], |
|
"decode_1024_steps": [ |
|
105.707, |
|
106.136, |
|
106.404, |
|
106.479, |
|
106.652 |
|
], |
|
"decode_2048_steps": [ |
|
334.25300000000004, |
|
334.90999999999997, |
|
335.323, |
|
335.49, |
|
335.276 |
|
], |
|
"decode_4096_steps": [ |
|
1200.168, |
|
1200.3129999999999, |
|
1200.315, |
|
1200.492, |
|
1200.409 |
|
], |
|
"decode_8192_steps": [ |
|
4573.764999999999, |
|
4572.981000000001, |
|
4573.774, |
|
4573.505, |
|
4573.158 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
328878.37, |
|
12290.423999999999, |
|
12089.041, |
|
12090.371, |
|
12090.839 |
|
], |
|
"decode_256_steps": [ |
|
25.927, |
|
24.930999999999997, |
|
24.361, |
|
24.171000000000003, |
|
24.247 |
|
], |
|
"decode_512_steps": [ |
|
60.352000000000004, |
|
60.356, |
|
60.396, |
|
60.309000000000005, |
|
60.407000000000004 |
|
], |
|
"decode_1024_steps": [ |
|
196.344, |
|
196.68099999999998, |
|
197.018, |
|
197.22, |
|
198.516 |
|
], |
|
"decode_2048_steps": [ |
|
716.8149999999999, |
|
717.183, |
|
716.953, |
|
716.949, |
|
716.748 |
|
], |
|
"decode_4096_steps": [ |
|
2987.117, |
|
2987.3880000000004, |
|
2987.3650000000002, |
|
2987.426, |
|
2987.16 |
|
], |
|
"decode_8192_steps": [ |
|
12089.247, |
|
12089.340999999999, |
|
12088.998, |
|
12090.033, |
|
12091.221000000001 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
295739.046, |
|
3402.634, |
|
3227.471, |
|
3229.4489999999996, |
|
3228.094 |
|
], |
|
"decode_256_steps": [ |
|
24.783, |
|
24.197, |
|
23.924, |
|
23.675, |
|
23.611 |
|
], |
|
"decode_512_steps": [ |
|
47.287000000000006, |
|
47.224000000000004, |
|
47.0, |
|
47.037, |
|
47.077 |
|
], |
|
"decode_1024_steps": [ |
|
95.593, |
|
95.94, |
|
103.765, |
|
96.89699999999999, |
|
96.116 |
|
], |
|
"decode_2048_steps": [ |
|
255.197, |
|
256.20799999999997, |
|
256.051, |
|
255.05499999999998, |
|
255.05100000000002 |
|
], |
|
"decode_4096_steps": [ |
|
861.6049999999999, |
|
867.306, |
|
861.8919999999999, |
|
861.558, |
|
861.259 |
|
], |
|
"decode_8192_steps": [ |
|
3228.1369999999997, |
|
3227.3469999999998, |
|
3226.833, |
|
3226.451, |
|
3226.1440000000002 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
296649.53, |
|
4764.337, |
|
4563.968, |
|
4565.3189999999995, |
|
4570.801 |
|
], |
|
"decode_256_steps": [ |
|
24.708000000000002, |
|
23.963, |
|
23.831000000000003, |
|
23.741000000000003, |
|
23.722 |
|
], |
|
"decode_512_steps": [ |
|
47.332, |
|
47.326, |
|
47.478, |
|
47.355000000000004, |
|
47.343999999999994 |
|
], |
|
"decode_1024_steps": [ |
|
109.325, |
|
110.32400000000001, |
|
109.472, |
|
109.566, |
|
109.32799999999999 |
|
], |
|
"decode_2048_steps": [ |
|
336.17900000000003, |
|
336.263, |
|
338.001, |
|
336.444, |
|
336.366 |
|
], |
|
"decode_4096_steps": [ |
|
1198.985, |
|
1198.9270000000001, |
|
1198.843, |
|
1198.862, |
|
1199.71 |
|
], |
|
"decode_8192_steps": [ |
|
4565.553000000001, |
|
4565.840999999999, |
|
4566.715, |
|
4567.368, |
|
4568.788 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
89073.01599999999, |
|
8561.394, |
|
8401.895, |
|
8402.608, |
|
8402.297 |
|
], |
|
"decode_256_steps": [ |
|
26.106, |
|
24.648, |
|
24.399, |
|
24.207, |
|
24.059 |
|
], |
|
"decode_512_steps": [ |
|
53.182, |
|
53.204, |
|
53.397, |
|
53.147, |
|
53.357 |
|
], |
|
"decode_1024_steps": [ |
|
160.18699999999998, |
|
160.666, |
|
161.869, |
|
160.213, |
|
160.468 |
|
], |
|
"decode_2048_steps": [ |
|
580.778, |
|
581.0419999999999, |
|
580.9309999999999, |
|
581.076, |
|
580.992 |
|
], |
|
"decode_4096_steps": [ |
|
2169.455, |
|
2169.619, |
|
2169.497, |
|
2169.4779999999996, |
|
2169.481 |
|
], |
|
"decode_8192_steps": [ |
|
8402.246, |
|
8401.598, |
|
8402.236, |
|
8402.385, |
|
8402.945000000002 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
73141.475, |
|
3394.755, |
|
3226.208, |
|
3225.3669999999997, |
|
3225.1910000000003 |
|
], |
|
"decode_256_steps": [ |
|
23.579, |
|
23.088, |
|
22.915000000000003, |
|
23.016, |
|
26.022 |
|
], |
|
"decode_512_steps": [ |
|
45.443, |
|
45.358000000000004, |
|
45.293, |
|
45.227999999999994, |
|
45.295 |
|
], |
|
"decode_1024_steps": [ |
|
94.324, |
|
93.15700000000001, |
|
93.533, |
|
93.11999999999999, |
|
93.58500000000001 |
|
], |
|
"decode_2048_steps": [ |
|
264.255, |
|
252.85600000000002, |
|
253.52400000000003, |
|
252.94499999999996, |
|
252.82700000000003 |
|
], |
|
"decode_4096_steps": [ |
|
859.435, |
|
858.7360000000001, |
|
858.951, |
|
859.126, |
|
859.0100000000001 |
|
], |
|
"decode_8192_steps": [ |
|
3224.179, |
|
3227.207, |
|
3224.1209999999996, |
|
3223.694, |
|
3226.022 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
74990.05, |
|
4722.584000000001, |
|
4563.5599999999995, |
|
4562.414000000001, |
|
4563.875999999999 |
|
], |
|
"decode_256_steps": [ |
|
24.613, |
|
22.736, |
|
22.663, |
|
22.701, |
|
22.607 |
|
], |
|
"decode_512_steps": [ |
|
45.25, |
|
45.057, |
|
45.150999999999996, |
|
45.229, |
|
45.227000000000004 |
|
], |
|
"decode_1024_steps": [ |
|
107.222, |
|
107.234, |
|
107.236, |
|
107.126, |
|
107.257 |
|
], |
|
"decode_2048_steps": [ |
|
333.822, |
|
334.289, |
|
333.951, |
|
334.134, |
|
334.529 |
|
], |
|
"decode_4096_steps": [ |
|
1196.539, |
|
1196.047, |
|
1196.251, |
|
1196.1580000000001, |
|
1196.345 |
|
], |
|
"decode_8192_steps": [ |
|
4562.108, |
|
4562.224999999999, |
|
4564.722, |
|
4564.128000000001, |
|
4568.8550000000005 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
31585.953, |
|
6220.382, |
|
6068.9580000000005, |
|
6068.072, |
|
6067.326999999999 |
|
], |
|
"decode_256_steps": [ |
|
24.059, |
|
23.468, |
|
23.480999999999998, |
|
23.404, |
|
23.421999999999997 |
|
], |
|
"decode_512_steps": [ |
|
49.449, |
|
49.624, |
|
49.438, |
|
49.493, |
|
54.068999999999996 |
|
], |
|
"decode_1024_steps": [ |
|
137.94, |
|
139.89, |
|
138.261, |
|
138.27100000000002, |
|
137.997 |
|
], |
|
"decode_2048_steps": [ |
|
452.978, |
|
455.175, |
|
453.19100000000003, |
|
453.396, |
|
453.171 |
|
], |
|
"decode_4096_steps": [ |
|
1605.68, |
|
1605.443, |
|
1605.304, |
|
1605.661, |
|
1605.286 |
|
], |
|
"decode_8192_steps": [ |
|
6067.088, |
|
6067.0019999999995, |
|
6067.337, |
|
6067.513, |
|
6067.743 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
22263.629999999997, |
|
3392.667, |
|
3234.045, |
|
3234.2889999999998, |
|
3234.169 |
|
], |
|
"decode_256_steps": [ |
|
23.902, |
|
23.077, |
|
23.361, |
|
23.139, |
|
22.998 |
|
], |
|
"decode_512_steps": [ |
|
45.870000000000005, |
|
45.953, |
|
45.81699999999999, |
|
45.851000000000006, |
|
45.830999999999996 |
|
], |
|
"decode_1024_steps": [ |
|
94.064, |
|
93.874, |
|
94.279, |
|
94.10000000000001, |
|
94.04700000000001 |
|
], |
|
"decode_2048_steps": [ |
|
254.203, |
|
263.595, |
|
254.523, |
|
254.30999999999997, |
|
254.54500000000002 |
|
], |
|
"decode_4096_steps": [ |
|
866.5580000000001, |
|
863.425, |
|
863.1600000000001, |
|
863.0029999999999, |
|
862.734 |
|
], |
|
"decode_8192_steps": [ |
|
3233.1400000000003, |
|
3233.5769999999998, |
|
3234.217, |
|
3233.691, |
|
3233.711 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
24293.751, |
|
4721.852, |
|
4563.4800000000005, |
|
4563.303999999999, |
|
4563.325 |
|
], |
|
"decode_256_steps": [ |
|
23.808, |
|
23.202, |
|
23.085, |
|
23.014, |
|
22.932000000000002 |
|
], |
|
"decode_512_steps": [ |
|
45.939, |
|
45.82, |
|
45.854, |
|
45.775999999999996, |
|
45.709 |
|
], |
|
"decode_1024_steps": [ |
|
108.094, |
|
107.994, |
|
108.17699999999999, |
|
107.882, |
|
108.039 |
|
], |
|
"decode_2048_steps": [ |
|
334.69300000000004, |
|
334.95599999999996, |
|
335.203, |
|
335.128, |
|
335.088 |
|
], |
|
"decode_4096_steps": [ |
|
1198.222, |
|
1198.374, |
|
1198.4669999999999, |
|
1198.504, |
|
1198.469 |
|
], |
|
"decode_8192_steps": [ |
|
4565.044999999999, |
|
4565.545, |
|
4570.528, |
|
4569.188999999999, |
|
4569.964 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
17183.781, |
|
5810.175, |
|
5657.214, |
|
5657.536, |
|
5657.446 |
|
], |
|
"decode_256_steps": [ |
|
24.168, |
|
23.685000000000002, |
|
23.484, |
|
23.401999999999997, |
|
23.411 |
|
], |
|
"decode_512_steps": [ |
|
51.89, |
|
52.082, |
|
52.022, |
|
51.878, |
|
51.893 |
|
], |
|
"decode_1024_steps": [ |
|
142.21800000000002, |
|
142.357, |
|
142.318, |
|
142.206, |
|
142.298 |
|
], |
|
"decode_2048_steps": [ |
|
448.16299999999995, |
|
448.538, |
|
448.79200000000003, |
|
449.005, |
|
448.62600000000003 |
|
], |
|
"decode_4096_steps": [ |
|
1534.735, |
|
1535.232, |
|
1534.902, |
|
1534.8139999999999, |
|
1535.072 |
|
], |
|
"decode_8192_steps": [ |
|
5657.081, |
|
5656.732, |
|
5656.831, |
|
5657.707, |
|
5658.016 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
9261.519, |
|
3438.4739999999997, |
|
3290.546, |
|
3290.976, |
|
3291.607 |
|
], |
|
"decode_256_steps": [ |
|
23.739, |
|
23.365000000000002, |
|
23.269000000000002, |
|
23.293000000000003, |
|
23.322 |
|
], |
|
"decode_512_steps": [ |
|
46.377, |
|
46.412, |
|
47.177, |
|
48.27, |
|
48.36 |
|
], |
|
"decode_1024_steps": [ |
|
96.716, |
|
96.903, |
|
96.72500000000001, |
|
96.571, |
|
96.611 |
|
], |
|
"decode_2048_steps": [ |
|
264.54100000000005, |
|
264.789, |
|
271.912, |
|
264.97700000000003, |
|
264.651 |
|
], |
|
"decode_4096_steps": [ |
|
888.9359999999999, |
|
889.047, |
|
888.972, |
|
888.611, |
|
889.542 |
|
], |
|
"decode_8192_steps": [ |
|
3290.299, |
|
3290.616, |
|
3290.1319999999996, |
|
3291.021, |
|
3290.1769999999997 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
10712.92, |
|
4800.141, |
|
4667.114, |
|
4668.907, |
|
4668.985000000001 |
|
], |
|
"decode_256_steps": [ |
|
23.871, |
|
23.290000000000003, |
|
23.287, |
|
23.294999999999998, |
|
23.12 |
|
], |
|
"decode_512_steps": [ |
|
48.313, |
|
46.178, |
|
46.235, |
|
46.072, |
|
46.287 |
|
], |
|
"decode_1024_steps": [ |
|
114.619, |
|
114.63199999999999, |
|
115.268, |
|
114.79499999999999, |
|
114.726 |
|
], |
|
"decode_2048_steps": [ |
|
354.104, |
|
355.465, |
|
354.456, |
|
354.33, |
|
354.47299999999996 |
|
], |
|
"decode_4096_steps": [ |
|
1242.975, |
|
1242.826, |
|
1243.493, |
|
1243.16, |
|
1243.749 |
|
], |
|
"decode_8192_steps": [ |
|
4671.5470000000005, |
|
4681.33, |
|
4686.338, |
|
4685.112, |
|
4692.378 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
13964.886, |
|
6275.161, |
|
6121.9619999999995, |
|
6121.009, |
|
6122.033 |
|
], |
|
"decode_256_steps": [ |
|
50.878, |
|
50.857, |
|
50.693000000000005, |
|
50.751999999999995, |
|
50.701 |
|
], |
|
"decode_512_steps": [ |
|
101.263, |
|
101.298, |
|
101.288, |
|
101.30799999999999, |
|
101.23899999999999 |
|
], |
|
"decode_1024_steps": [ |
|
202.346, |
|
202.294, |
|
202.308, |
|
202.356, |
|
202.426 |
|
], |
|
"decode_2048_steps": [ |
|
567.068, |
|
567.233, |
|
567.064, |
|
567.083, |
|
567.196 |
|
], |
|
"decode_4096_steps": [ |
|
1763.739, |
|
1763.727, |
|
1763.348, |
|
1763.76, |
|
1763.71 |
|
], |
|
"decode_8192_steps": [ |
|
6121.91, |
|
6122.2029999999995, |
|
6121.795999999999, |
|
6122.3, |
|
6122.194 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
6185.218, |
|
3697.862, |
|
3554.151, |
|
3554.358, |
|
3554.6639999999998 |
|
], |
|
"decode_256_steps": [ |
|
27.404, |
|
27.148, |
|
27.173, |
|
27.137, |
|
27.164 |
|
], |
|
"decode_512_steps": [ |
|
54.138, |
|
54.316, |
|
54.154, |
|
54.137, |
|
54.128 |
|
], |
|
"decode_1024_steps": [ |
|
108.087, |
|
108.186, |
|
108.179, |
|
108.122, |
|
108.148 |
|
], |
|
"decode_2048_steps": [ |
|
312.21, |
|
312.226, |
|
312.369, |
|
312.267, |
|
312.334 |
|
], |
|
"decode_4096_steps": [ |
|
1007.8560000000001, |
|
1007.965, |
|
1008.0610000000001, |
|
1008.3530000000001, |
|
1008.198 |
|
], |
|
"decode_8192_steps": [ |
|
3554.7819999999997, |
|
3554.056, |
|
3554.319, |
|
3554.404, |
|
3554.37 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
7701.527999999999, |
|
5212.512000000001, |
|
5058.46, |
|
5073.12, |
|
5068.9929999999995 |
|
], |
|
"decode_256_steps": [ |
|
39.282, |
|
38.767999999999994, |
|
38.758, |
|
38.864999999999995, |
|
38.864000000000004 |
|
], |
|
"decode_512_steps": [ |
|
77.399, |
|
77.317, |
|
77.333, |
|
77.322, |
|
77.322 |
|
], |
|
"decode_1024_steps": [ |
|
154.479, |
|
154.508, |
|
154.512, |
|
154.50300000000001, |
|
154.50300000000001 |
|
], |
|
"decode_2048_steps": [ |
|
445.456, |
|
445.33, |
|
445.29600000000005, |
|
445.303, |
|
445.269 |
|
], |
|
"decode_4096_steps": [ |
|
1438.628, |
|
1438.32, |
|
1439.5420000000001, |
|
1438.869, |
|
1440.0919999999999 |
|
], |
|
"decode_8192_steps": [ |
|
5093.677, |
|
5097.873, |
|
5101.2789999999995, |
|
5104.928, |
|
5104.951 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": { |
|
"compile_8192_steps": [ |
|
13268.483, |
|
8109.348000000001, |
|
8109.7029999999995, |
|
8109.902999999999, |
|
8108.935 |
|
], |
|
"decode_256_steps": [ |
|
172.33200000000002, |
|
172.245, |
|
172.141, |
|
172.101, |
|
172.077 |
|
], |
|
"decode_512_steps": [ |
|
343.995, |
|
344.03299999999996, |
|
344.12199999999996, |
|
344.218, |
|
344.156 |
|
], |
|
"decode_1024_steps": [ |
|
687.711, |
|
687.787, |
|
687.8149999999999, |
|
687.868, |
|
687.571 |
|
], |
|
"decode_2048_steps": [ |
|
1375.1979999999999, |
|
1374.892, |
|
1375.138, |
|
1375.144, |
|
1375.04 |
|
], |
|
"decode_4096_steps": [ |
|
2749.421, |
|
2749.647, |
|
2749.8109999999997, |
|
2749.7980000000002, |
|
2749.805 |
|
], |
|
"decode_8192_steps": [ |
|
8109.829, |
|
8110.359, |
|
8110.4839999999995, |
|
8110.438, |
|
8110.742 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": { |
|
"compile_8192_steps": [ |
|
6324.773, |
|
4707.482, |
|
4708.017, |
|
4707.218, |
|
4707.081999999999 |
|
], |
|
"decode_256_steps": [ |
|
99.193, |
|
99.20700000000001, |
|
99.152, |
|
99.119, |
|
99.12 |
|
], |
|
"decode_512_steps": [ |
|
197.994, |
|
198.06799999999998, |
|
198.013, |
|
198.183, |
|
198.108 |
|
], |
|
"decode_1024_steps": [ |
|
395.82, |
|
395.923, |
|
395.928, |
|
395.941, |
|
395.95599999999996 |
|
], |
|
"decode_2048_steps": [ |
|
791.378, |
|
791.627, |
|
791.524, |
|
791.605, |
|
791.674 |
|
], |
|
"decode_4096_steps": [ |
|
1582.8519999999999, |
|
1583.1, |
|
1583.0900000000001, |
|
1582.9299999999998, |
|
1582.9070000000002 |
|
], |
|
"decode_8192_steps": [ |
|
4707.208, |
|
4707.046, |
|
4707.616, |
|
4707.76, |
|
4707.869 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": { |
|
"compile_8192_steps": [ |
|
8368.470000000001, |
|
6717.106000000001, |
|
6717.32, |
|
6720.018999999999, |
|
6722.981 |
|
], |
|
"decode_256_steps": [ |
|
141.24800000000002, |
|
142.059, |
|
142.13400000000001, |
|
141.143, |
|
141.183 |
|
], |
|
"decode_512_steps": [ |
|
283.608, |
|
283.14, |
|
282.434, |
|
283.763, |
|
282.34700000000004 |
|
], |
|
"decode_1024_steps": [ |
|
565.789, |
|
566.534, |
|
565.37, |
|
566.5799999999999, |
|
565.4390000000001 |
|
], |
|
"decode_2048_steps": [ |
|
1132.2730000000001, |
|
1132.302, |
|
1131.8919999999998, |
|
1130.913, |
|
1132.55 |
|
], |
|
"decode_4096_steps": [ |
|
2265.819, |
|
2264.2859999999996, |
|
2265.565, |
|
2266.638, |
|
2265.415 |
|
], |
|
"decode_8192_steps": [ |
|
6749.925, |
|
6751.281, |
|
6750.137, |
|
6753.502, |
|
6762.893 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { |
|
"compile_16384_steps": [ |
|
47739.275, |
|
42359.807, |
|
42359.75, |
|
42360.275, |
|
42359.594000000005 |
|
], |
|
"decode_256_steps": [ |
|
662.222, |
|
662.472, |
|
662.43, |
|
662.389, |
|
662.4250000000001 |
|
], |
|
"decode_512_steps": [ |
|
1324.374, |
|
1324.246, |
|
1324.497, |
|
1324.297, |
|
1324.557 |
|
], |
|
"decode_1024_steps": [ |
|
2647.764, |
|
2647.8269999999998, |
|
2647.7819999999997, |
|
2648.145, |
|
2648.04 |
|
], |
|
"decode_2048_steps": [ |
|
5295.715999999999, |
|
5295.522, |
|
5295.276000000001, |
|
5295.429999999999, |
|
5295.755 |
|
], |
|
"decode_4096_steps": [ |
|
10590.266, |
|
10590.396999999999, |
|
10590.433, |
|
10590.763, |
|
10590.532 |
|
], |
|
"decode_8192_steps": [ |
|
21179.971999999998, |
|
21179.564, |
|
21180.233, |
|
21179.773, |
|
21180.085 |
|
], |
|
"decode_16384_steps": [ |
|
42358.693, |
|
42358.732, |
|
42359.223, |
|
42360.142, |
|
42360.9 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
26334.399, |
|
24904.399999999998, |
|
24903.807, |
|
24904.902, |
|
24904.105 |
|
], |
|
"decode_256_steps": [ |
|
389.46799999999996, |
|
389.77099999999996, |
|
389.658, |
|
389.77099999999996, |
|
389.483 |
|
], |
|
"decode_512_steps": [ |
|
778.649, |
|
778.519, |
|
778.751, |
|
778.698, |
|
778.824 |
|
], |
|
"decode_1024_steps": [ |
|
1556.845, |
|
1556.8029999999999, |
|
1556.9360000000001, |
|
1557.129, |
|
1556.9569999999999 |
|
], |
|
"decode_2048_steps": [ |
|
3113.719, |
|
3113.34, |
|
3113.651, |
|
3113.567, |
|
3113.224 |
|
], |
|
"decode_4096_steps": [ |
|
6226.2570000000005, |
|
6225.894, |
|
6226.667, |
|
6225.38, |
|
6226.214 |
|
], |
|
"decode_8192_steps": [ |
|
12451.871000000001, |
|
12452.054, |
|
12452.613, |
|
12452.011, |
|
12452.957 |
|
], |
|
"decode_16384_steps": [ |
|
24903.072, |
|
24904.914, |
|
24904.746, |
|
24903.026, |
|
24902.992000000002 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
37180.939000000006, |
|
35878.687, |
|
35953.474, |
|
35970.767, |
|
35977.479 |
|
], |
|
"decode_256_steps": [ |
|
561.845, |
|
562.64, |
|
561.682, |
|
563.391, |
|
561.79 |
|
], |
|
"decode_512_steps": [ |
|
1125.1119999999999, |
|
1124.832, |
|
1124.969, |
|
1124.134, |
|
1124.944 |
|
], |
|
"decode_1024_steps": [ |
|
2249.9139999999998, |
|
2249.4049999999997, |
|
2249.42, |
|
2250.35, |
|
2249.088 |
|
], |
|
"decode_2048_steps": [ |
|
4500.366, |
|
4498.696, |
|
4498.428, |
|
4499.041, |
|
4498.258 |
|
], |
|
"decode_4096_steps": [ |
|
8997.661, |
|
8999.474, |
|
8998.803, |
|
8995.797, |
|
8996.962 |
|
], |
|
"decode_8192_steps": [ |
|
17992.007999999998, |
|
17993.306, |
|
17995.41, |
|
17990.774999999998, |
|
17996.797000000002 |
|
], |
|
"decode_16384_steps": [ |
|
35985.096, |
|
35995.761, |
|
35993.856999999996, |
|
35991.774, |
|
36000.453 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
17766.193000000003, |
|
3596929.169, |
|
12894.652, |
|
12563.139, |
|
12563.617 |
|
], |
|
"decode_256_steps": [ |
|
25.23, |
|
23.143, |
|
22.564, |
|
22.424, |
|
22.267 |
|
], |
|
"decode_512_steps": [ |
|
45.291, |
|
45.025000000000006, |
|
44.997, |
|
44.799, |
|
44.474 |
|
], |
|
"decode_1024_steps": [ |
|
91.149, |
|
91.078, |
|
90.984, |
|
91.158, |
|
91.159 |
|
], |
|
"decode_2048_steps": [ |
|
251.74099999999999, |
|
252.315, |
|
252.54, |
|
252.314, |
|
252.436 |
|
], |
|
"decode_4096_steps": [ |
|
858.344, |
|
859.116, |
|
864.558, |
|
858.823, |
|
858.7289999999999 |
|
], |
|
"decode_8192_steps": [ |
|
3215.2400000000002, |
|
3215.297, |
|
3215.217, |
|
3215.328, |
|
3215.663 |
|
], |
|
"decode_16384_steps": [ |
|
12565.25, |
|
12565.009, |
|
12566.599999999999, |
|
12565.538, |
|
12566.734999999999 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
23254.787, |
|
3604402.405, |
|
18327.43, |
|
18004.89, |
|
18009.789999999997 |
|
], |
|
"decode_256_steps": [ |
|
26.874, |
|
23.134999999999998, |
|
22.215, |
|
22.064, |
|
21.908 |
|
], |
|
"decode_512_steps": [ |
|
44.174, |
|
44.176, |
|
43.693999999999996, |
|
43.763999999999996, |
|
45.018 |
|
], |
|
"decode_1024_steps": [ |
|
113.881, |
|
106.082, |
|
105.997, |
|
105.97, |
|
105.995 |
|
], |
|
"decode_2048_steps": [ |
|
333.414, |
|
333.84000000000003, |
|
334.092, |
|
334.236, |
|
334.132 |
|
], |
|
"decode_4096_steps": [ |
|
1198.798, |
|
1199.829, |
|
1201.838, |
|
1199.6180000000002, |
|
1199.964 |
|
], |
|
"decode_8192_steps": [ |
|
4576.085, |
|
4578.25, |
|
4578.987, |
|
4582.79, |
|
4585.027 |
|
], |
|
"decode_16384_steps": [ |
|
18075.005, |
|
18111.47, |
|
18128.596, |
|
18138.991, |
|
18145.94 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
627658.7960000001, |
|
12751.839, |
|
12558.613, |
|
12558.916, |
|
12560.266 |
|
], |
|
"decode_256_steps": [ |
|
24.901, |
|
23.839, |
|
23.644, |
|
23.543000000000003, |
|
23.467 |
|
], |
|
"decode_512_steps": [ |
|
47.096, |
|
47.008, |
|
46.756, |
|
46.707, |
|
54.733999999999995 |
|
], |
|
"decode_1024_steps": [ |
|
96.334, |
|
95.039, |
|
97.547, |
|
99.481, |
|
94.86 |
|
], |
|
"decode_2048_steps": [ |
|
254.177, |
|
254.314, |
|
256.39099999999996, |
|
255.17000000000002, |
|
255.322 |
|
], |
|
"decode_4096_steps": [ |
|
860.0889999999999, |
|
860.3, |
|
860.159, |
|
860.3539999999999, |
|
860.94 |
|
], |
|
"decode_8192_steps": [ |
|
3214.2889999999998, |
|
3214.835, |
|
3214.866, |
|
3214.163, |
|
3213.669 |
|
], |
|
"decode_16384_steps": [ |
|
12558.735999999999, |
|
12558.902, |
|
12560.009, |
|
12560.674, |
|
12560.091 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
628379.2089999999, |
|
18171.105, |
|
17954.364, |
|
17966.511000000002, |
|
18001.631 |
|
], |
|
"decode_256_steps": [ |
|
22.89, |
|
22.065, |
|
21.705, |
|
21.659000000000002, |
|
21.562 |
|
], |
|
"decode_512_steps": [ |
|
43.229, |
|
43.135, |
|
45.003, |
|
43.601, |
|
50.727000000000004 |
|
], |
|
"decode_1024_steps": [ |
|
108.727, |
|
105.07, |
|
105.294, |
|
105.048, |
|
105.061 |
|
], |
|
"decode_2048_steps": [ |
|
331.463, |
|
331.976, |
|
332.169, |
|
331.96500000000003, |
|
332.135 |
|
], |
|
"decode_4096_steps": [ |
|
1195.443, |
|
1195.6119999999999, |
|
1195.95, |
|
1195.447, |
|
1195.4830000000002 |
|
], |
|
"decode_8192_steps": [ |
|
4575.785, |
|
4578.134, |
|
4578.074, |
|
4582.046, |
|
4581.121999999999 |
|
], |
|
"decode_16384_steps": [ |
|
18070.568000000003, |
|
18104.121, |
|
18114.724, |
|
18110.477, |
|
18117.524 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
150940.639, |
|
12716.734, |
|
12555.735999999999, |
|
12557.326, |
|
12558.121 |
|
], |
|
"decode_256_steps": [ |
|
23.747, |
|
23.269000000000002, |
|
23.111, |
|
22.976, |
|
23.001 |
|
], |
|
"decode_512_steps": [ |
|
46.778, |
|
45.912, |
|
45.752, |
|
45.914, |
|
45.871 |
|
], |
|
"decode_1024_steps": [ |
|
93.56299999999999, |
|
93.54700000000001, |
|
93.47500000000001, |
|
93.49000000000001, |
|
93.544 |
|
], |
|
"decode_2048_steps": [ |
|
258.14599999999996, |
|
252.991, |
|
253.448, |
|
253.24200000000002, |
|
253.12400000000002 |
|
], |
|
"decode_4096_steps": [ |
|
858.249, |
|
858.386, |
|
858.653, |
|
858.168, |
|
858.007 |
|
], |
|
"decode_8192_steps": [ |
|
3212.24, |
|
3212.5020000000004, |
|
3216.9300000000003, |
|
3213.28, |
|
3214.07 |
|
], |
|
"decode_16384_steps": [ |
|
12557.803, |
|
12558.268999999998, |
|
12558.538999999999, |
|
12558.681999999999, |
|
12558.428 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
159680.181, |
|
18116.928, |
|
17936.323, |
|
17966.103, |
|
18001.549 |
|
], |
|
"decode_256_steps": [ |
|
24.222, |
|
23.474999999999998, |
|
23.404999999999998, |
|
23.322, |
|
23.403 |
|
], |
|
"decode_512_steps": [ |
|
46.508, |
|
46.705000000000005, |
|
46.635999999999996, |
|
53.684999999999995, |
|
51.799 |
|
], |
|
"decode_1024_steps": [ |
|
108.394, |
|
108.421, |
|
108.64500000000001, |
|
115.589, |
|
108.421 |
|
], |
|
"decode_2048_steps": [ |
|
334.73199999999997, |
|
335.03, |
|
335.188, |
|
345.118, |
|
335.393 |
|
], |
|
"decode_4096_steps": [ |
|
1197.253, |
|
1198.655, |
|
1197.846, |
|
1199.0890000000002, |
|
1198.3950000000002 |
|
], |
|
"decode_8192_steps": [ |
|
4581.165999999999, |
|
4582.63, |
|
4586.107, |
|
4588.783, |
|
4599.608 |
|
], |
|
"decode_16384_steps": [ |
|
18094.256999999998, |
|
18102.02, |
|
18110.65, |
|
18121.089, |
|
18127.073 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
48602.618, |
|
12709.842999999999, |
|
12576.052000000001, |
|
12577.208, |
|
12577.771 |
|
], |
|
"decode_256_steps": [ |
|
23.836, |
|
23.328000000000003, |
|
23.276, |
|
23.236, |
|
23.096 |
|
], |
|
"decode_512_steps": [ |
|
46.161, |
|
46.203, |
|
45.947, |
|
46.218, |
|
46.108999999999995 |
|
], |
|
"decode_1024_steps": [ |
|
94.199, |
|
94.141, |
|
94.179, |
|
94.208, |
|
94.13000000000001 |
|
], |
|
"decode_2048_steps": [ |
|
254.734, |
|
254.48399999999998, |
|
254.76900000000003, |
|
256.229, |
|
255.185 |
|
], |
|
"decode_4096_steps": [ |
|
862.4770000000001, |
|
862.1189999999999, |
|
862.462, |
|
862.121, |
|
863.0029999999999 |
|
], |
|
"decode_8192_steps": [ |
|
3221.954, |
|
3222.428, |
|
3222.486, |
|
3222.701, |
|
3222.692 |
|
], |
|
"decode_16384_steps": [ |
|
12577.295, |
|
12578.476, |
|
12581.628999999999, |
|
12578.194, |
|
12576.978000000001 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
54631.028, |
|
18066.988999999998, |
|
17974.003, |
|
18013.892, |
|
18060.013000000003 |
|
], |
|
"decode_256_steps": [ |
|
23.746, |
|
22.935000000000002, |
|
22.846, |
|
22.861, |
|
22.824 |
|
], |
|
"decode_512_steps": [ |
|
45.599000000000004, |
|
45.595, |
|
45.464, |
|
45.682, |
|
45.577 |
|
], |
|
"decode_1024_steps": [ |
|
107.58800000000001, |
|
107.596, |
|
107.634, |
|
107.538, |
|
107.63300000000001 |
|
], |
|
"decode_2048_steps": [ |
|
334.354, |
|
334.68199999999996, |
|
334.667, |
|
334.966, |
|
334.534 |
|
], |
|
"decode_4096_steps": [ |
|
1201.2549999999999, |
|
1201.435, |
|
1201.094, |
|
1202.076, |
|
1201.8999999999999 |
|
], |
|
"decode_8192_steps": [ |
|
4596.242, |
|
4598.080000000001, |
|
4596.051, |
|
4603.119000000001, |
|
4611.6939999999995 |
|
], |
|
"decode_16384_steps": [ |
|
18087.506, |
|
18095.221999999998, |
|
18101.143, |
|
18110.134, |
|
18107.789 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { |
|
"compile_16384_steps": [ |
|
37725.079, |
|
21784.006999999998, |
|
21633.866, |
|
21638.202, |
|
21637.998 |
|
], |
|
"decode_256_steps": [ |
|
23.652, |
|
22.957, |
|
22.839000000000002, |
|
22.842000000000002, |
|
25.66 |
|
], |
|
"decode_512_steps": [ |
|
55.014, |
|
51.369, |
|
51.413000000000004, |
|
51.437999999999995, |
|
51.403 |
|
], |
|
"decode_1024_steps": [ |
|
141.986, |
|
142.207, |
|
141.96200000000002, |
|
141.934, |
|
142.054 |
|
], |
|
"decode_2048_steps": [ |
|
448.488, |
|
448.872, |
|
448.87899999999996, |
|
448.913, |
|
448.906 |
|
], |
|
"decode_4096_steps": [ |
|
1535.45, |
|
1535.7320000000002, |
|
1535.5939999999998, |
|
1535.6799999999998, |
|
1535.268 |
|
], |
|
"decode_8192_steps": [ |
|
5654.3460000000005, |
|
5654.903, |
|
5654.675, |
|
5655.037, |
|
5655.109 |
|
], |
|
"decode_16384_steps": [ |
|
21640.432, |
|
21640.09, |
|
21640.366, |
|
21640.679, |
|
21640.754 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
23148.644, |
|
12835.088000000002, |
|
12693.595, |
|
12693.690999999999, |
|
12692.567000000001 |
|
], |
|
"decode_256_steps": [ |
|
23.306, |
|
22.679000000000002, |
|
22.631999999999998, |
|
22.664, |
|
22.678 |
|
], |
|
"decode_512_steps": [ |
|
45.268, |
|
45.16, |
|
45.087, |
|
45.098, |
|
45.073 |
|
], |
|
"decode_1024_steps": [ |
|
94.571, |
|
94.542, |
|
94.86, |
|
94.47500000000001, |
|
94.768 |
|
], |
|
"decode_2048_steps": [ |
|
266.022, |
|
263.142, |
|
262.839, |
|
263.178, |
|
262.858 |
|
], |
|
"decode_4096_steps": [ |
|
885.618, |
|
885.915, |
|
885.875, |
|
886.599, |
|
885.593 |
|
], |
|
"decode_8192_steps": [ |
|
3276.047, |
|
3275.337, |
|
3275.205, |
|
3275.219, |
|
3275.339 |
|
], |
|
"decode_16384_steps": [ |
|
12691.036, |
|
12690.858, |
|
12688.665, |
|
12689.36, |
|
12689.195 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
28638.809999999998, |
|
18303.388000000003, |
|
18200.555, |
|
18249.558, |
|
18270.710000000003 |
|
], |
|
"decode_256_steps": [ |
|
23.02, |
|
22.558999999999997, |
|
22.406, |
|
22.159000000000002, |
|
22.323 |
|
], |
|
"decode_512_steps": [ |
|
44.535, |
|
45.156, |
|
44.502, |
|
44.344, |
|
44.446 |
|
], |
|
"decode_1024_steps": [ |
|
113.75699999999999, |
|
114.45700000000001, |
|
113.09700000000001, |
|
113.16, |
|
113.276 |
|
], |
|
"decode_2048_steps": [ |
|
352.90700000000004, |
|
352.87, |
|
353.041, |
|
353.779, |
|
352.74899999999997 |
|
], |
|
"decode_4096_steps": [ |
|
1246.064, |
|
1246.241, |
|
1247.0349999999999, |
|
1247.021, |
|
1247.39 |
|
], |
|
"decode_8192_steps": [ |
|
4690.593, |
|
4699.483, |
|
4698.399, |
|
4701.014, |
|
4700.379 |
|
], |
|
"decode_16384_steps": [ |
|
18285.913, |
|
18297.114, |
|
18299.922, |
|
18301.307, |
|
18304.787999999997 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { |
|
"compile_16384_steps": [ |
|
31192.136000000002, |
|
22649.422000000002, |
|
22501.987, |
|
22503.228, |
|
22504.265 |
|
], |
|
"decode_256_steps": [ |
|
51.244, |
|
50.951, |
|
50.986, |
|
51.015, |
|
50.984 |
|
], |
|
"decode_512_steps": [ |
|
101.783, |
|
101.80300000000001, |
|
101.765, |
|
101.726, |
|
101.805 |
|
], |
|
"decode_1024_steps": [ |
|
203.36399999999998, |
|
203.303, |
|
203.426, |
|
203.493, |
|
203.26 |
|
], |
|
"decode_2048_steps": [ |
|
568.629, |
|
568.7330000000001, |
|
568.696, |
|
568.915, |
|
568.762 |
|
], |
|
"decode_4096_steps": [ |
|
1765.944, |
|
1766.446, |
|
1766.182, |
|
1766.1960000000001, |
|
1766.3629999999998 |
|
], |
|
"decode_8192_steps": [ |
|
6104.916, |
|
6104.982, |
|
6104.802000000001, |
|
6104.985, |
|
6104.939 |
|
], |
|
"decode_16384_steps": [ |
|
22505.451999999997, |
|
22506.984, |
|
22505.918, |
|
22507.279000000002, |
|
22507.255 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
17031.712, |
|
13394.479000000001, |
|
13250.484999999999, |
|
13250.15, |
|
13251.298999999999 |
|
], |
|
"decode_256_steps": [ |
|
27.519, |
|
27.262999999999998, |
|
27.220000000000002, |
|
27.202, |
|
27.196 |
|
], |
|
"decode_512_steps": [ |
|
54.293, |
|
54.32, |
|
54.263, |
|
54.273, |
|
54.291 |
|
], |
|
"decode_1024_steps": [ |
|
108.449, |
|
108.455, |
|
108.472, |
|
108.526, |
|
108.429 |
|
], |
|
"decode_2048_steps": [ |
|
313.042, |
|
313.052, |
|
313.033, |
|
313.095, |
|
313.079 |
|
], |
|
"decode_4096_steps": [ |
|
1007.4350000000001, |
|
1007.5300000000001, |
|
1007.3749999999999, |
|
1007.104, |
|
1007.317 |
|
], |
|
"decode_8192_steps": [ |
|
3542.621, |
|
3542.542, |
|
3542.7110000000002, |
|
3543.041, |
|
3542.783 |
|
], |
|
"decode_16384_steps": [ |
|
13251.557999999999, |
|
13251.547999999999, |
|
13251.207, |
|
13250.413999999999, |
|
13251.541 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
22767.183, |
|
19192.359, |
|
19093.329, |
|
19122.454, |
|
19130.36 |
|
], |
|
"decode_256_steps": [ |
|
39.358, |
|
38.765, |
|
38.756, |
|
38.756, |
|
38.754 |
|
], |
|
"decode_512_steps": [ |
|
77.33500000000001, |
|
77.354, |
|
77.36800000000001, |
|
77.356, |
|
77.37299999999999 |
|
], |
|
"decode_1024_steps": [ |
|
154.553, |
|
154.583, |
|
154.56, |
|
154.546, |
|
154.588 |
|
], |
|
"decode_2048_steps": [ |
|
445.481, |
|
445.517, |
|
445.403, |
|
445.444, |
|
445.452 |
|
], |
|
"decode_4096_steps": [ |
|
1445.276, |
|
1446.0349999999999, |
|
1445.049, |
|
1446.0839999999998, |
|
1446.469 |
|
], |
|
"decode_8192_steps": [ |
|
5116.894, |
|
5118.778, |
|
5117.25, |
|
5116.138, |
|
5118.9580000000005 |
|
], |
|
"decode_16384_steps": [ |
|
19148.447999999997, |
|
19149.351, |
|
19151.001, |
|
19151.758, |
|
19149.877 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": { |
|
"compile_16384_steps": [ |
|
33429.278, |
|
26594.901, |
|
26448.913, |
|
26451.244, |
|
26450.755999999998 |
|
], |
|
"decode_256_steps": [ |
|
169.82, |
|
169.55700000000002, |
|
169.556, |
|
169.539, |
|
169.631 |
|
], |
|
"decode_512_steps": [ |
|
338.99, |
|
338.946, |
|
338.942, |
|
338.913, |
|
338.777 |
|
], |
|
"decode_1024_steps": [ |
|
677.3919999999999, |
|
677.4440000000001, |
|
677.695, |
|
677.526, |
|
677.422 |
|
], |
|
"decode_2048_steps": [ |
|
1354.887, |
|
1354.5529999999999, |
|
1354.695, |
|
1354.8029999999999, |
|
1354.683 |
|
], |
|
"decode_4096_steps": [ |
|
2709.1020000000003, |
|
2709.0640000000003, |
|
2709.06, |
|
2708.979, |
|
2709.356 |
|
], |
|
"decode_8192_steps": [ |
|
7996.094, |
|
7995.431, |
|
7996.576, |
|
7996.478, |
|
7996.284000000001 |
|
], |
|
"decode_16384_steps": [ |
|
26451.319000000003, |
|
26452.168, |
|
26451.699999999997, |
|
26451.736, |
|
26451.679 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
17521.981, |
|
15713.192, |
|
15568.488000000001, |
|
15569.578, |
|
15568.838 |
|
], |
|
"decode_256_steps": [ |
|
99.022, |
|
98.772, |
|
98.776, |
|
98.755, |
|
98.682 |
|
], |
|
"decode_512_steps": [ |
|
197.413, |
|
197.25400000000002, |
|
197.406, |
|
197.344, |
|
197.373 |
|
], |
|
"decode_1024_steps": [ |
|
394.611, |
|
394.667, |
|
394.57599999999996, |
|
394.612, |
|
394.59 |
|
], |
|
"decode_2048_steps": [ |
|
788.8929999999999, |
|
788.983, |
|
788.9000000000001, |
|
788.755, |
|
788.722 |
|
], |
|
"decode_4096_steps": [ |
|
1577.65, |
|
1577.113, |
|
1577.561, |
|
1577.498, |
|
1577.201 |
|
], |
|
"decode_8192_steps": [ |
|
4689.501, |
|
4690.49, |
|
4689.714999999999, |
|
4690.047, |
|
4690.079 |
|
], |
|
"decode_16384_steps": [ |
|
15569.472, |
|
15570.173, |
|
15570.498000000001, |
|
15569.571, |
|
15568.796 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
24285.567, |
|
22537.880999999998, |
|
22460.856, |
|
22481.32, |
|
22493.435999999998 |
|
], |
|
"decode_256_steps": [ |
|
142.35, |
|
142.34, |
|
142.426, |
|
142.656, |
|
142.72000000000003 |
|
], |
|
"decode_512_steps": [ |
|
285.178, |
|
284.90700000000004, |
|
284.229, |
|
285.49, |
|
285.041 |
|
], |
|
"decode_1024_steps": [ |
|
569.866, |
|
569.8100000000001, |
|
569.793, |
|
569.6510000000001, |
|
569.954 |
|
], |
|
"decode_2048_steps": [ |
|
1139.1709999999998, |
|
1139.001, |
|
1138.913, |
|
1139.139, |
|
1139.017 |
|
], |
|
"decode_4096_steps": [ |
|
2278.76, |
|
2278.458, |
|
2278.0330000000004, |
|
2278.4939999999997, |
|
2278.104 |
|
], |
|
"decode_8192_steps": [ |
|
6772.053, |
|
6774.625, |
|
6774.323, |
|
6773.473, |
|
6775.268 |
|
], |
|
"decode_16384_steps": [ |
|
22501.974000000002, |
|
22508.043, |
|
22509.548, |
|
22514.897, |
|
22516.11 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=math)": { |
|
"compile_16384_steps": [ |
|
46831.457, |
|
42358.07, |
|
42358.015, |
|
42358.769, |
|
42356.892 |
|
], |
|
"decode_256_steps": [ |
|
662.295, |
|
662.27, |
|
662.307, |
|
662.404, |
|
662.314 |
|
], |
|
"decode_512_steps": [ |
|
1324.311, |
|
1324.202, |
|
1324.08, |
|
1324.454, |
|
1324.1680000000001 |
|
], |
|
"decode_1024_steps": [ |
|
2647.77, |
|
2647.924, |
|
2648.031, |
|
2647.796, |
|
2647.3019999999997 |
|
], |
|
"decode_2048_steps": [ |
|
5295.381, |
|
5295.335, |
|
5294.894, |
|
5295.271, |
|
5295.55 |
|
], |
|
"decode_4096_steps": [ |
|
10590.127, |
|
10589.637, |
|
10589.912, |
|
10589.953, |
|
10589.734999999999 |
|
], |
|
"decode_8192_steps": [ |
|
21179.679, |
|
21179.431, |
|
21179.118, |
|
21179.23, |
|
21179.189000000002 |
|
], |
|
"decode_16384_steps": [ |
|
42357.267, |
|
42358.184, |
|
42358.259, |
|
42356.555, |
|
42356.997 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=mem_efficient)": { |
|
"compile_16384_steps": [ |
|
26360.527000000002, |
|
24899.206, |
|
24899.583, |
|
24901.406000000003, |
|
24899.000999999997 |
|
], |
|
"decode_256_steps": [ |
|
389.514, |
|
389.509, |
|
389.546, |
|
389.487, |
|
389.423 |
|
], |
|
"decode_512_steps": [ |
|
778.431, |
|
778.5699999999999, |
|
778.6410000000001, |
|
778.689, |
|
778.498 |
|
], |
|
"decode_1024_steps": [ |
|
1556.377, |
|
1556.786, |
|
1556.821, |
|
1556.4070000000002, |
|
1555.9940000000001 |
|
], |
|
"decode_2048_steps": [ |
|
3112.4489999999996, |
|
3113.111, |
|
3112.48, |
|
3112.5060000000003, |
|
3113.058 |
|
], |
|
"decode_4096_steps": [ |
|
6225.552000000001, |
|
6224.954000000001, |
|
6224.379, |
|
6224.6050000000005, |
|
6226.340999999999 |
|
], |
|
"decode_8192_steps": [ |
|
12450.265, |
|
12449.812, |
|
12450.54, |
|
12450.31, |
|
12449.343 |
|
], |
|
"decode_16384_steps": [ |
|
24899.612, |
|
24899.877, |
|
24899.516, |
|
24900.168, |
|
24902.036 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=flash)": { |
|
"compile_16384_steps": [ |
|
37235.125, |
|
35894.633, |
|
35965.312, |
|
35985.315, |
|
35987.345 |
|
], |
|
"decode_256_steps": [ |
|
562.881, |
|
562.1899999999999, |
|
563.484, |
|
562.523, |
|
563.134 |
|
], |
|
"decode_512_steps": [ |
|
1125.2359999999999, |
|
1125.558, |
|
1125.078, |
|
1125.0659999999998, |
|
1125.212 |
|
], |
|
"decode_1024_steps": [ |
|
2250.28, |
|
2249.803, |
|
2250.772, |
|
2250.7169999999996, |
|
2250.166 |
|
], |
|
"decode_2048_steps": [ |
|
4500.629, |
|
4498.356000000001, |
|
4499.4529999999995, |
|
4498.361, |
|
4499.345 |
|
], |
|
"decode_4096_steps": [ |
|
8997.989, |
|
8998.289, |
|
8999.275000000001, |
|
8998.953, |
|
9000.047999999999 |
|
], |
|
"decode_8192_steps": [ |
|
17999.726, |
|
17998.442, |
|
17993.534, |
|
17997.222, |
|
17998.671000000002 |
|
], |
|
"decode_16384_steps": [ |
|
36003.918, |
|
35996.136999999995, |
|
35990.199, |
|
35990.681000000004, |
|
35984.111 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { |
|
"compile_32768_steps": [ |
|
173729.82200000001, |
|
168345.937, |
|
168348.25900000002, |
|
168347.576, |
|
168348.627 |
|
], |
|
"decode_256_steps": [ |
|
1315.826, |
|
1315.8529999999998, |
|
1315.812, |
|
1315.76, |
|
1315.691 |
|
], |
|
"decode_512_steps": [ |
|
2630.9010000000003, |
|
2631.0099999999998, |
|
2630.623, |
|
2630.717, |
|
2631.0190000000002 |
|
], |
|
"decode_1024_steps": [ |
|
5261.040999999999, |
|
5261.223, |
|
5261.519, |
|
5261.186000000001, |
|
5261.454 |
|
], |
|
"decode_2048_steps": [ |
|
10522.256000000001, |
|
10522.679999999998, |
|
10521.891, |
|
10522.852, |
|
10522.207999999999 |
|
], |
|
"decode_4096_steps": [ |
|
21043.738, |
|
21043.625, |
|
21044.474000000002, |
|
21043.882, |
|
21044.06 |
|
], |
|
"decode_8192_steps": [ |
|
42087.536, |
|
42087.644, |
|
42088.411, |
|
42088.77, |
|
42088.814999999995 |
|
], |
|
"decode_16384_steps": [ |
|
84177.34400000001, |
|
84180.543, |
|
84182.11499999999, |
|
84181.573, |
|
84181.341 |
|
], |
|
"decode_32768_steps": [ |
|
168363.734, |
|
168359.346, |
|
168355.19700000001, |
|
168352.351, |
|
168350.803 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { |
|
"compile_32768_steps": [ |
|
103415.952, |
|
101996.33799999999, |
|
102005.35, |
|
102003.627, |
|
102002.392 |
|
], |
|
"decode_256_steps": [ |
|
797.5250000000001, |
|
797.181, |
|
797.4879999999999, |
|
797.519, |
|
797.458 |
|
], |
|
"decode_512_steps": [ |
|
1594.28, |
|
1594.594, |
|
1593.693, |
|
1594.685, |
|
1594.307 |
|
], |
|
"decode_1024_steps": [ |
|
3188.136, |
|
3188.334, |
|
3188.759, |
|
3188.036, |
|
3187.3019999999997 |
|
], |
|
"decode_2048_steps": [ |
|
6375.759, |
|
6375.074, |
|
6375.530000000001, |
|
6374.615000000001, |
|
6376.216 |
|
], |
|
"decode_4096_steps": [ |
|
12748.926000000001, |
|
12748.648, |
|
12750.019, |
|
12750.002999999999, |
|
12749.644 |
|
], |
|
"decode_8192_steps": [ |
|
25502.298, |
|
25503.668, |
|
25501.774, |
|
25504.149, |
|
25503.923 |
|
], |
|
"decode_16384_steps": [ |
|
51001.863, |
|
51000.679, |
|
51002.581, |
|
51001.769, |
|
51000.038 |
|
], |
|
"decode_32768_steps": [ |
|
101999.04100000001, |
|
102003.963, |
|
102001.359, |
|
102004.144, |
|
101999.97399999999 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { |
|
"compile_32768_steps": [ |
|
144750.34, |
|
143674.13400000002, |
|
143771.085, |
|
143730.12099999998, |
|
143740.58500000002 |
|
], |
|
"decode_256_steps": [ |
|
1123.828, |
|
1123.9779999999998, |
|
1126.511, |
|
1125.858, |
|
1123.72 |
|
], |
|
"decode_512_steps": [ |
|
2244.259, |
|
2245.38, |
|
2247.884, |
|
2245.565, |
|
2244.5170000000003 |
|
], |
|
"decode_1024_steps": [ |
|
4492.856, |
|
4494.728, |
|
4495.1939999999995, |
|
4496.094, |
|
4489.55 |
|
], |
|
"decode_2048_steps": [ |
|
8985.005, |
|
8993.85, |
|
8987.277, |
|
8980.053, |
|
8983.083 |
|
], |
|
"decode_4096_steps": [ |
|
17964.59, |
|
17965.646, |
|
17978.702999999998, |
|
17964.197, |
|
17956.297 |
|
], |
|
"decode_8192_steps": [ |
|
35921.068, |
|
35926.693999999996, |
|
35919.784, |
|
35943.691, |
|
35943.219999999994 |
|
], |
|
"decode_16384_steps": [ |
|
71917.95999999999, |
|
71872.70700000001, |
|
71859.021, |
|
71839.527, |
|
71862.432 |
|
], |
|
"decode_32768_steps": [ |
|
143697.19799999997, |
|
143713.868, |
|
143715.164, |
|
143669.199, |
|
143634.53699999998 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { |
|
"compile_32768_steps": [ |
|
59236.192, |
|
10242283.186, |
|
51480.435999999994, |
|
51036.251, |
|
51038.628000000004 |
|
], |
|
"decode_256_steps": [ |
|
26.762, |
|
23.945999999999998, |
|
23.227999999999998, |
|
22.991999999999997, |
|
22.686999999999998 |
|
], |
|
"decode_512_steps": [ |
|
45.219, |
|
44.86, |
|
44.785, |
|
44.739000000000004, |
|
44.373999999999995 |
|
], |
|
"decode_1024_steps": [ |
|
90.917, |
|
92.514, |
|
91.376, |
|
91.196, |
|
91.19800000000001 |
|
], |
|
"decode_2048_steps": [ |
|
252.54500000000002, |
|
253.409, |
|
254.16, |
|
253.154, |
|
253.54700000000003 |
|
], |
|
"decode_4096_steps": [ |
|
863.985, |
|
866.287, |
|
864.187, |
|
864.861, |
|
864.245 |
|
], |
|
"decode_8192_steps": [ |
|
3250.081, |
|
3251.0370000000003, |
|
3250.845, |
|
3250.813, |
|
3249.9660000000003 |
|
], |
|
"decode_16384_steps": [ |
|
12759.542, |
|
12763.309, |
|
12758.51, |
|
12761.787999999999, |
|
12760.324 |
|
], |
|
"decode_32768_steps": [ |
|
51041.325, |
|
51042.378, |
|
51044.852, |
|
51042.753, |
|
51042.058 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { |
|
"compile_32768_steps": [ |
|
80097.726, |
|
10587696.276999999, |
|
72119.47499999999, |
|
71993.155, |
|
72142.828 |
|
], |
|
"decode_256_steps": [ |
|
28.172, |
|
28.083000000000002, |
|
27.915, |
|
28.189, |
|
28.252 |
|
], |
|
"decode_512_steps": [ |
|
51.016, |
|
50.886, |
|
51.601, |
|
51.443000000000005, |
|
51.809 |
|
], |
|
"decode_1024_steps": [ |
|
109.18700000000001, |
|
108.339, |
|
108.926, |
|
108.41099999999999, |
|
108.464 |
|
], |
|
"decode_2048_steps": [ |
|
336.089, |
|
337.592, |
|
337.874, |
|
337.594, |
|
336.422 |
|
], |
|
"decode_4096_steps": [ |
|
1207.061, |
|
1208.062, |
|
1208.371, |
|
1209.187, |
|
1208.206 |
|
], |
|
"decode_8192_steps": [ |
|
4612.698, |
|
4613.711, |
|
4613.18, |
|
4613.416, |
|
4612.054 |
|
], |
|
"decode_16384_steps": [ |
|
18130.865, |
|
18135.462, |
|
18151.981, |
|
18159.476000000002, |
|
18158.493 |
|
], |
|
"decode_32768_steps": [ |
|
72249.796, |
|
72230.943, |
|
72246.58499999999, |
|
72271.02600000001, |
|
72294.103 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { |
|
"compile_32768_steps": [ |
|
1674477.149, |
|
51285.472, |
|
51031.283, |
|
51029.735, |
|
51031.291000000005 |
|
], |
|
"decode_256_steps": [ |
|
24.262, |
|
28.485, |
|
27.92, |
|
27.339, |
|
27.52 |
|
], |
|
"decode_512_steps": [ |
|
53.324000000000005, |
|
52.239, |
|
45.991, |
|
45.467, |
|
45.105 |
|
], |
|
"decode_1024_steps": [ |
|
91.337, |
|
90.893, |
|
91.34299999999999, |
|
91.311, |
|
90.37 |
|
], |
|
"decode_2048_steps": [ |
|
250.523, |
|
250.413, |
|
250.446, |
|
251.95899999999997, |
|
252.70999999999998 |
|
], |
|
"decode_4096_steps": [ |
|
861.5390000000001, |
|
861.72, |
|
860.87, |
|
862.264, |
|
860.29 |
|
], |
|
"decode_8192_steps": [ |
|
3248.107, |
|
3247.792, |
|
3248.364, |
|
3248.224, |
|
3247.261 |
|
], |
|
"decode_16384_steps": [ |
|
12755.121000000001, |
|
12754.378, |
|
12752.328, |
|
12756.565, |
|
12755.715 |
|
], |
|
"decode_32768_steps": [ |
|
51028.492, |
|
51029.04, |
|
51029.670000000006, |
|
51030.982, |
|
51025.557 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { |
|
"compile_32768_steps": [ |
|
1714185.054, |
|
71802.632, |
|
71923.27500000001, |
|
72104.67599999999, |
|
72156.644 |
|
], |
|
"decode_256_steps": [ |
|
23.380000000000003, |
|
21.959, |
|
21.776, |
|
21.623, |
|
21.555999999999997 |
|
], |
|
"decode_512_steps": [ |
|
43.296, |
|
43.101, |
|
42.916999999999994, |
|
42.804, |
|
42.846000000000004 |
|
], |
|
"decode_1024_steps": [ |
|
104.34100000000001, |
|
104.527, |
|
104.604, |
|
104.675, |
|
104.69000000000001 |
|
], |
|
"decode_2048_steps": [ |
|
330.961, |
|
331.338, |
|
331.471, |
|
331.686, |
|
331.632 |
|
], |
|
"decode_4096_steps": [ |
|
1201.3400000000001, |
|
1201.0639999999999, |
|
1201.396, |
|
1201.719, |
|
1201.2179999999998 |
|
], |
|
"decode_8192_steps": [ |
|
4606.061000000001, |
|
4604.709, |
|
4606.495, |
|
4606.465, |
|
4605.5869999999995 |
|
], |
|
"decode_16384_steps": [ |
|
18112.396, |
|
18118.748, |
|
18126.84, |
|
18125.099, |
|
18122.502 |
|
], |
|
"decode_32768_steps": [ |
|
72167.502, |
|
72164.416, |
|
72182.33600000001, |
|
72159.60800000001, |
|
72159.022 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { |
|
"compile_32768_steps": [ |
|
400900.125, |
|
51195.155, |
|
51023.695, |
|
51029.390999999996, |
|
51032.381 |
|
], |
|
"decode_256_steps": [ |
|
22.643, |
|
22.2, |
|
22.465, |
|
22.315, |
|
22.46 |
|
], |
|
"decode_512_steps": [ |
|
43.992000000000004, |
|
43.634, |
|
43.467999999999996, |
|
43.719, |
|
43.734 |
|
], |
|
"decode_1024_steps": [ |
|
90.252, |
|
90.396, |
|
90.144, |
|
89.601, |
|
89.944 |
|
], |
|
"decode_2048_steps": [ |
|
249.325, |
|
250.74099999999999, |
|
254.309, |
|
254.82300000000004, |
|
250.74099999999999 |
|
], |
|
"decode_4096_steps": [ |
|
860.7620000000001, |
|
860.9639999999999, |
|
861.149, |
|
861.638, |
|
861.578 |
|
], |
|
"decode_8192_steps": [ |
|
3249.037, |
|
3249.125, |
|
3248.2929999999997, |
|
3248.533, |
|
3247.147 |
|
], |
|
"decode_16384_steps": [ |
|
12756.309, |
|
12755.461000000001, |
|
12755.547999999999, |
|
12757.302, |
|
12756.677 |
|
], |
|
"decode_32768_steps": [ |
|
51028.405999999995, |
|
51031.163, |
|
51033.201, |
|
51033.155, |
|
51035.539 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { |
|
"compile_32768_steps": [ |
|
438173.52499999997, |
|
71617.011, |
|
71840.453, |
|
71952.957, |
|
72005.607 |
|
], |
|
"decode_256_steps": [ |
|
22.701999999999998, |
|
22.005, |
|
21.906, |
|
21.839000000000002, |
|
21.71 |
|
], |
|
"decode_512_steps": [ |
|
43.067, |
|
43.598, |
|
43.915, |
|
44.002, |
|
44.394000000000005 |
|
], |
|
"decode_1024_steps": [ |
|
105.489, |
|
105.744, |
|
106.769, |
|
105.804, |
|
105.615 |
|
], |
|
"decode_2048_steps": [ |
|
332.692, |
|
331.827, |
|
332.257, |
|
332.884, |
|
332.289 |
|
], |
|
"decode_4096_steps": [ |
|
1198.669, |
|
1199.848, |
|
1199.826, |
|
1199.057, |
|
1198.471 |
|
], |
|
"decode_8192_steps": [ |
|
4597.547, |
|
4605.42, |
|
4601.989, |
|
4602.027999999999, |
|
4601.4169999999995 |
|
], |
|
"decode_16384_steps": [ |
|
18086.559999999998, |
|
18087.535, |
|
18091.109, |
|
18094.092, |
|
18091.061 |
|
], |
|
"decode_32768_steps": [ |
|
72057.503, |
|
72066.697, |
|
72095.842, |
|
72070.67700000001, |
|
72074.771 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": [], |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { |
|
"compile_32768_steps": [ |
|
138872.797, |
|
51233.601, |
|
51058.575, |
|
51059.089, |
|
51065.323 |
|
], |
|
"decode_256_steps": [ |
|
24.169, |
|
23.571, |
|
23.541, |
|
23.46, |
|
23.444 |
|
], |
|
"decode_512_steps": [ |
|
46.629999999999995, |
|
46.42, |
|
46.492, |
|
46.824999999999996, |
|
46.827 |
|
], |
|
"decode_1024_steps": [ |
|
95.279, |
|
94.751, |
|
94.863, |
|
96.806, |
|
94.955 |
|
], |
|
"decode_2048_steps": [ |
|
255.994, |
|
255.32399999999998, |
|
255.78, |
|
261.42199999999997, |
|
256.94 |
|
], |
|
"decode_4096_steps": [ |
|
868.658, |
|
869.739, |
|
868.764, |
|
869.651, |
|
869.0250000000001 |
|
], |
|
"decode_8192_steps": [ |
|
3260.092, |
|
3260.901, |
|
3260.505, |
|
3259.898, |
|
3260.163 |
|
], |
|
"decode_16384_steps": [ |
|
12775.927, |
|
12774.774000000001, |
|
12774.839, |
|
12775.713, |
|
12774.509 |
|
], |
|
"decode_32768_steps": [ |
|
51065.23, |
|
51065.511999999995, |
|
51062.168999999994, |
|
51065.45, |
|
51059.827 |
|
] |
|
}, |
|
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { |
|
"compile_32768_steps": [ |
|
159407.672, |
|
71676.092, |
|
71852.107, |
|
71941.29, |
|
71940.82 |
|
], |
|
"decode_256_steps": [ |
|
24.275000000000002, |
|
23.868000000000002, |
|
23.825, |
|
23.906, |
|
23.879 |
|
], |
|
"decode_512_steps": [ |
|
47.338, |
|
47.786, |
|
47.093, |
|
47.95, |
|
54.909 |
|
], |
|
"decode_1024_steps": [ |
|
114.907, |
|
108.994, |
|
109.013, |
|
108.632, |
|
109.808 |
|
], |
|
"decode_2048_steps": [ |
|
337.088, |
|
338.924, |
|
336.49600000000004, |
|
336.167, |
|
340.212 |
|
], |
|
"decode_4096_steps": [ |
|
1205.27, |
|
1205.989, |
|
1204.5600000000002, |
|
1205.992, |
|
1204.54 |
|
], |
|
"decode_8192_steps": [ |
|
4603.3460000000005, |
|
4604.8369999999995, |
|
4602.057000000001, |
|
4602.658, |
|
4604.415999999999 |
|
], |
|
"decode_16384_steps": [ |
|
18058.734999999997, |
|
18053.436999999998, |
|
18061.035, |
|
18062.851, |
|
18065.432 |
|
], |
|
"decode_32768_steps": [ |
|
71921.34, |
|
71923.858, |
|
71940.201, |
|
71936.442, |
|
71926.34700000001 |
|
] |
|
} |
|
} |