Hugging Face's logo

Datasets:
ydshieh
/
A100_benchmark_compile_sdpa

Dataset card Files Community
1
A100_benchmark_compile_sdpa / results_full_batch_2.json
ydshieh's picture
ydshieh HF staff
Upload results_full_batch_2.json with huggingface_hub
9349800 verified
raw
history blame contribute delete
185 kB
{
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_256_steps": [
6478.041,
22.639,
22.509999999999998,
22.681,
23.369999999999997
],
"decode_256_steps": [
23.188,
22.886,
22.817,
22.915000000000003,
23.286
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_256_steps": [
1597.723,
22.186999999999998,
22.587,
22.499000000000002,
22.057
],
"decode_256_steps": [
22.151,
22.038,
22.173,
21.933999999999997,
22.59
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_256_steps": [
1663.9219999999998,
22.572,
23.632,
23.032,
22.549
],
"decode_256_steps": [
22.433,
23.949,
22.508,
22.455,
22.261
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_256_steps": [
11959.794,
46287.66,
235.82,
35.926,
36.105
],
"decode_256_steps": [
36.106,
36.128,
32.607,
31.368,
31.426000000000002
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_256_steps": [
2126.741,
42633.906,
197.242,
25.267000000000003,
25.195999999999998
],
"decode_256_steps": [
24.924000000000003,
24.427999999999997,
24.467,
24.454,
24.284
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_256_steps": [
2098.1459999999997,
42857.473,
206.091,
25.661,
25.57
],
"decode_256_steps": [
25.419,
25.822000000000003,
25.144,
24.729999999999997,
24.555
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_256_steps": [
20961.634000000002,
221.188,
24.278000000000002,
24.337,
23.982
],
"decode_256_steps": [
23.975,
24.54,
24.61,
24.185000000000002,
24.134
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_256_steps": [
12592.901,
205.87800000000001,
24.134,
24.195999999999998,
23.761999999999997
],
"decode_256_steps": [
23.73,
23.675,
23.699,
23.82,
23.593
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_256_steps": [
12682.999,
212.447,
24.497,
24.835,
24.325
],
"decode_256_steps": [
24.277,
24.192,
24.13,
23.903000000000002,
24.063000000000002
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_256_steps": [
13213.271,
197.21800000000002,
24.038,
24.147,
23.852999999999998
],
"decode_256_steps": [
23.743,
23.769,
23.657999999999998,
23.973000000000003,
24.17
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_256_steps": [
4525.513,
199.343,
24.086,
23.866,
23.581999999999997
],
"decode_256_steps": [
23.471,
23.362000000000002,
23.523,
23.579,
23.744999999999997
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_256_steps": [
4652.814,
205.899,
23.595000000000002,
23.874,
23.524
],
"decode_256_steps": [
23.322,
23.380000000000003,
23.407,
23.419,
23.343
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_256_steps": [
9962.681,
164.06,
23.3,
23.204,
23.204
],
"decode_256_steps": [
22.909,
22.968,
22.848,
23.008,
22.887
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_256_steps": [
2199.16,
151.449,
22.733,
22.741999999999997,
22.561999999999998
],
"decode_256_steps": [
22.481,
22.571,
22.610000000000003,
22.68,
22.586
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_256_steps": [
2222.201,
155.561,
23.247,
23.220000000000002,
23.099
],
"decode_256_steps": [
22.974,
22.897000000000002,
22.816,
22.834,
22.773000000000003
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_256_steps": [
4122.705,
22.857,
22.641000000000002,
22.604,
22.47
],
"decode_256_steps": [
22.371,
22.352,
22.435,
22.428,
22.463
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_256_steps": [
1479.139,
22.994,
22.776999999999997,
22.703,
22.471999999999998
],
"decode_256_steps": [
22.496,
22.381999999999998,
22.516000000000002,
22.494,
22.48
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_256_steps": [
1484.9589999999998,
22.834,
22.64,
22.634,
22.283
],
"decode_256_steps": [
22.365,
22.191,
22.179000000000002,
22.256999999999998,
22.375
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_512_steps": [
4331.509,
44.754000000000005,
44.261,
44.833999999999996,
44.344
],
"decode_256_steps": [
22.237,
22.14,
22.199,
22.306,
22.138
],
"decode_512_steps": [
44.345000000000006,
44.5,
44.339999999999996,
44.44,
44.339999999999996
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_512_steps": [
1485.62,
44.109,
43.656,
43.761,
43.585
],
"decode_256_steps": [
21.779,
21.74,
21.669999999999998,
21.770999999999997,
21.733999999999998
],
"decode_512_steps": [
43.214000000000006,
43.333000000000006,
43.413,
43.388000000000005,
43.741
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_512_steps": [
1699.495,
44.699000000000005,
44.378,
44.146,
44.403999999999996
],
"decode_256_steps": [
22.256999999999998,
22.078,
22.171,
22.168,
22.074
],
"decode_512_steps": [
43.94,
43.922000000000004,
44.191,
43.992999999999995,
43.977000000000004
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_512_steps": [
9126.127,
93542.636,
317.685,
103.378,
100.67
],
"decode_256_steps": [
31.613000000000003,
31.335,
31.251,
31.804,
31.262999999999998
],
"decode_512_steps": [
99.70400000000001,
100.008,
100.26599999999999,
100.149,
100.455
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_512_steps": [
2203.56,
86977.778,
229.463,
49.931000000000004,
49.325
],
"decode_256_steps": [
24.712999999999997,
24.384,
24.487,
25.031000000000002,
25.137
],
"decode_512_steps": [
49.665,
49.645,
50.452999999999996,
49.806999999999995,
50.994
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_512_steps": [
2260.632,
86865.682,
249.262,
50.721000000000004,
50.22
],
"decode_256_steps": [
25.295,
25.12,
25.179,
25.095,
25.313
],
"decode_512_steps": [
50.446999999999996,
50.431,
50.971000000000004,
49.407,
49.029999999999994
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_512_steps": [
30203.315,
232.11100000000002,
55.416,
55.425000000000004,
55.131
],
"decode_256_steps": [
24.480999999999998,
24.523,
24.273,
24.221,
24.147
],
"decode_512_steps": [
50.824,
51.647999999999996,
51.29,
52.451,
51.415
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_512_steps": [
23278.404,
216.718,
48.364999999999995,
50.914,
47.239999999999995
],
"decode_256_steps": [
23.627,
23.509,
23.273,
23.273,
23.355999999999998
],
"decode_512_steps": [
47.222,
47.391000000000005,
46.939,
46.885999999999996,
46.642999999999994
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_512_steps": [
23061.018,
210.955,
47.009,
47.076,
47.555
],
"decode_256_steps": [
23.799,
23.573,
23.480999999999998,
23.8,
23.936
],
"decode_512_steps": [
47.413999999999994,
47.949,
47.313,
47.452,
47.238
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_512_steps": [
13153.592,
237.746,
48.638,
48.513,
48.57
],
"decode_256_steps": [
24.255,
24.060000000000002,
23.983,
23.993000000000002,
23.927
],
"decode_512_steps": [
47.949,
48.25,
48.372,
47.898,
48.007
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_512_steps": [
7184.332,
210.194,
46.887,
47.671,
47.773999999999994
],
"decode_256_steps": [
23.624,
28.157999999999998,
27.619,
26.783,
23.666
],
"decode_512_steps": [
47.013,
47.153,
46.849000000000004,
46.569,
46.957
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_512_steps": [
7262.352,
229.36200000000002,
47.009,
47.330999999999996,
47.102
],
"decode_256_steps": [
23.687,
23.669,
23.571,
23.516,
23.589
],
"decode_512_steps": [
47.142,
47.981,
47.633,
47.249,
46.459
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_512_steps": [
9093.893,
206.97299999999998,
47.515,
47.346,
47.124
],
"decode_256_steps": [
24.028000000000002,
24.88,
24.225,
23.938000000000002,
24.007
],
"decode_512_steps": [
47.9,
47.58,
47.595,
47.608,
47.620999999999995
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_512_steps": [
3227.1890000000003,
221.686,
46.588,
46.932,
46.217
],
"decode_256_steps": [
23.001,
22.952,
22.897000000000002,
22.849,
23.133999999999997
],
"decode_512_steps": [
46.004999999999995,
45.542,
45.497,
46.834,
46.03
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_512_steps": [
3189.819,
221.202,
47.221,
47.491,
46.782
],
"decode_256_steps": [
23.697,
23.685000000000002,
23.712,
23.669,
23.64
],
"decode_512_steps": [
46.897,
46.747,
46.905,
47.004,
46.561
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_512_steps": [
5817.968,
47.187,
46.821,
46.115,
46.15
],
"decode_256_steps": [
22.796,
22.672,
22.617,
22.634999999999998,
23.387999999999998
],
"decode_512_steps": [
45.705999999999996,
45.771,
46.316,
45.643,
45.748999999999995
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_512_steps": [
2013.6059999999998,
45.549,
44.906,
50.034,
50.624
],
"decode_256_steps": [
22.857,
22.503,
22.294999999999998,
22.446,
22.572
],
"decode_512_steps": [
45.71,
45.217,
45.737,
45.346,
45.299
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_512_steps": [
2012.5570000000002,
46.378,
45.8,
45.672,
45.667
],
"decode_256_steps": [
22.571,
22.419999999999998,
22.471999999999998,
22.461,
22.378
],
"decode_512_steps": [
44.906,
45.405,
45.006,
44.62,
44.838
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_1024_steps": [
4670.129,
119.073,
115.93599999999999,
115.943,
115.917
],
"decode_256_steps": [
29.572999999999997,
29.277,
29.239,
29.184,
29.151
],
"decode_512_steps": [
58.1,
58.253,
58.283,
58.160000000000004,
58.167
],
"decode_1024_steps": [
116.012,
116.149,
116.008,
115.731,
115.815
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_1024_steps": [
1722.971,
91.828,
88.1,
87.9,
86.923
],
"decode_256_steps": [
21.916,
21.975,
22.089000000000002,
22.016000000000002,
22.14
],
"decode_512_steps": [
43.935,
43.524,
44.233000000000004,
43.913000000000004,
43.656
],
"decode_1024_steps": [
87.953,
87.41799999999999,
88.041,
93.539,
87.722
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_1024_steps": [
1756.4360000000001,
88.49300000000001,
89.01,
87.947,
87.237
],
"decode_256_steps": [
22.108,
22.367,
22.009999999999998,
21.866,
21.963
],
"decode_512_steps": [
43.551,
43.717999999999996,
43.444,
43.954,
43.896
],
"decode_1024_steps": [
93.03699999999999,
87.90299999999999,
87.816,
87.827,
87.673
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_1024_steps": [
9615.829,
191759.70799999998,
592.2579999999999,
371.531,
368.23
],
"decode_256_steps": [
31.746000000000002,
31.839,
31.475,
31.281999999999996,
31.26
],
"decode_512_steps": [
99.92,
100.387,
100.282,
100.53099999999999,
100.89
],
"decode_1024_steps": [
368.53000000000003,
369.079,
367.981,
368.699,
368.506
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_1024_steps": [
2508.103,
161018.247,
308.853,
99.40499999999999,
97.07000000000001
],
"decode_256_steps": [
24.27,
24.29,
24.448,
24.465,
24.531000000000002
],
"decode_512_steps": [
48.608,
47.506,
47.604,
46.985,
47.038999999999994
],
"decode_1024_steps": [
94.966,
94.64200000000001,
94.224,
94.79700000000001,
95.562
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_1024_steps": [
2528.4680000000003,
176298.126,
302.015,
100.106,
99.86
],
"decode_256_steps": [
26.427,
25.252,
25.239,
25.204,
25.052
],
"decode_512_steps": [
49.797000000000004,
49.655,
49.910999999999994,
49.508,
49.745999999999995
],
"decode_1024_steps": [
98.768,
101.157,
99.2,
97.656,
97.77199999999999
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_1024_steps": [
53143.051,
342.313,
156.218,
144.10899999999998,
144.554
],
"decode_256_steps": [
29.34,
28.913999999999998,
25.027,
24.906000000000002,
25.009
],
"decode_512_steps": [
52.073,
51.803000000000004,
52.183,
52.082,
52.016
],
"decode_1024_steps": [
144.09900000000002,
143.422,
143.503,
143.453,
143.52300000000002
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_1024_steps": [
44859.395,
258.658,
95.721,
95.852,
94.75
],
"decode_256_steps": [
23.909,
23.872,
24.093,
24.087999999999997,
24.535
],
"decode_512_steps": [
47.345,
47.233,
47.546,
47.869,
47.487
],
"decode_1024_steps": [
93.848,
93.316,
93.81299999999999,
93.144,
93.702
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_1024_steps": [
44903.832,
266.033,
94.88199999999999,
94.999,
95.327
],
"decode_256_steps": [
24.537,
24.451,
24.237000000000002,
24.073,
24.456
],
"decode_512_steps": [
48.678,
48.071000000000005,
48.491,
47.961,
47.79
],
"decode_1024_steps": [
96.13,
95.229,
95.779,
96.013,
94.435
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_1024_steps": [
18970.953999999998,
316.349,
125.02199999999999,
115.231,
113.82499999999999
],
"decode_256_steps": [
23.945,
24.229,
24.087,
23.958,
23.822
],
"decode_512_steps": [
47.715,
48.044999999999995,
47.177,
47.75,
47.368
],
"decode_1024_steps": [
113.386,
114.244,
114.975,
114.542,
114.327
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_1024_steps": [
12629.16,
249.546,
94.263,
94.78399999999999,
95.61500000000001
],
"decode_256_steps": [
23.963,
23.816,
23.926,
24.038,
23.822
],
"decode_512_steps": [
47.311,
47.619,
47.501000000000005,
48.318,
48.025999999999996
],
"decode_1024_steps": [
94.985,
94.039,
93.388,
93.846,
93.388
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_1024_steps": [
12599.413,
280.532,
94.956,
94.354,
95.134
],
"decode_256_steps": [
24.278000000000002,
25.044,
23.601,
23.454,
23.412
],
"decode_512_steps": [
46.981,
47.076,
47.578,
47.429,
47.001
],
"decode_1024_steps": [
93.349,
93.891,
93.447,
94.571,
94.862
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_1024_steps": [
10459.358999999999,
269.752,
103.582,
101.78099999999999,
100.555
],
"decode_256_steps": [
24.081000000000003,
23.911,
23.717,
23.548,
24.029999999999998
],
"decode_512_steps": [
47.993,
47.150999999999996,
47.024,
47.154,
47.158
],
"decode_1024_steps": [
99.787,
99.78099999999999,
100.021,
100.286,
99.079
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_1024_steps": [
4577.179,
266.365,
92.97500000000001,
93.416,
93.849
],
"decode_256_steps": [
23.581999999999997,
23.784,
23.458,
23.852,
23.556
],
"decode_512_steps": [
47.648999999999994,
46.061,
45.693,
45.641,
45.661
],
"decode_1024_steps": [
91.71600000000001,
91.021,
91.487,
91.401,
92.619
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_1024_steps": [
4612.665,
276.312,
95.263,
102.61399999999999,
93.69
],
"decode_256_steps": [
23.740000000000002,
23.911,
23.886999999999997,
23.61,
23.462
],
"decode_512_steps": [
46.657,
46.468,
46.298,
46.725,
46.330000000000005
],
"decode_1024_steps": [
92.378,
92.457,
94.359,
95.63000000000001,
94.071
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_1024_steps": [
9241.390000000001,
273.158,
104.60300000000001,
101.783,
101.31800000000001
],
"decode_256_steps": [
24.127,
24.107,
24.16,
24.207,
24.354
],
"decode_512_steps": [
48.063,
48.374,
48.071000000000005,
47.807,
48.010999999999996
],
"decode_1024_steps": [
101.552,
99.967,
100.005,
100.451,
100.533
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_1024_steps": [
2620.999,
271.67999999999995,
106.193,
93.60799999999999,
92.31599999999999
],
"decode_256_steps": [
23.261,
23.158,
23.176,
23.291,
23.486
],
"decode_512_steps": [
46.546,
46.311,
46.309999999999995,
47.063,
46.556
],
"decode_1024_steps": [
93.363,
94.104,
92.966,
93.956,
92.95200000000001
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_1024_steps": [
2628.987,
269.235,
95.611,
93.72,
92.489
],
"decode_256_steps": [
23.442,
23.232,
23.2,
23.698,
23.361
],
"decode_512_steps": [
46.434999999999995,
46.422,
46.408,
46.436,
46.455000000000005
],
"decode_1024_steps": [
92.293,
91.674,
91.917,
91.839,
94.068
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_1024_steps": [
4485.215,
117.644,
117.604,
117.01599999999999,
117.203
],
"decode_256_steps": [
29.596999999999998,
29.299,
29.276,
29.278,
29.304
],
"decode_512_steps": [
58.464,
58.615,
58.427,
58.44,
58.503
],
"decode_1024_steps": [
116.76400000000001,
116.929,
117.392,
117.12899999999999,
117.21900000000001
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_1024_steps": [
1744.922,
91.96600000000001,
89.757,
89.859,
89.396
],
"decode_256_steps": [
22.557000000000002,
22.495,
22.790000000000003,
22.592000000000002,
22.526
],
"decode_512_steps": [
44.911,
45.149,
44.814,
44.748999999999995,
44.816
],
"decode_1024_steps": [
89.568,
89.298,
89.549,
91.07,
89.99300000000001
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_1024_steps": [
1764.578,
90.282,
88.559,
89.534,
88.764
],
"decode_256_steps": [
22.471,
22.455,
22.414,
22.537000000000003,
22.523999999999997
],
"decode_512_steps": [
44.683,
44.327999999999996,
45.487,
44.864000000000004,
44.657000000000004
],
"decode_1024_steps": [
89.81599999999999,
89.48299999999999,
88.13,
89.167,
92.194
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_2048_steps": [
5450.092,
409.30100000000004,
409.02,
408.826,
409.503
],
"decode_256_steps": [
51.481,
51.434,
51.391,
51.447,
51.506
],
"decode_512_steps": [
102.284,
102.482,
102.416,
102.429,
102.464
],
"decode_1024_steps": [
204.87800000000001,
205.004,
204.58,
204.316,
204.226
],
"decode_2048_steps": [
408.648,
408.48,
409.04699999999997,
408.904,
408.93
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_2048_steps": [
1967.314,
285.156,
285.329,
286.26,
285.784
],
"decode_256_steps": [
36.028999999999996,
36.126,
36.158,
35.98500000000001,
35.914
],
"decode_512_steps": [
71.51,
71.624,
71.40599999999999,
71.445,
71.56800000000001
],
"decode_1024_steps": [
142.62900000000002,
143.512,
143.224,
143.17,
142.956
],
"decode_2048_steps": [
285.57,
285.116,
285.887,
286.291,
285.671
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_2048_steps": [
1880.837,
204.18200000000002,
203.671,
203.487,
203.558
],
"decode_256_steps": [
25.852,
25.867,
25.937,
25.909000000000002,
26.096999999999998
],
"decode_512_steps": [
51.364,
51.214000000000006,
51.201,
51.283,
51.374
],
"decode_1024_steps": [
102.081,
102.23899999999999,
101.842,
101.855,
101.982
],
"decode_2048_steps": [
203.34199999999998,
203.56099999999998,
204.457,
204.72199999999998,
203.923
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_2048_steps": [
10591.407000000001,
381863.67000000004,
1230.189,
989.147,
988.441
],
"decode_256_steps": [
26.651,
26.057,
25.878999999999998,
25.931,
26.028
],
"decode_512_steps": [
66.55999999999999,
66.97,
66.76,
65.994,
66.041
],
"decode_1024_steps": [
223.291,
223.22,
224.306,
224.077,
223.532
],
"decode_2048_steps": [
989.216,
988.448,
989.881,
988.358,
988.2959999999999
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_2048_steps": [
2979.5980000000004,
366235.26800000004,
483.257,
215.698,
214.945
],
"decode_256_steps": [
25.422,
25.18,
24.878,
24.763,
25.82
],
"decode_512_steps": [
50.549,
50.401,
51.441,
50.603,
50.52
],
"decode_1024_steps": [
100.18599999999999,
100.592,
100.187,
100.94699999999999,
98.97
],
"decode_2048_steps": [
213.994,
213.671,
215.371,
216.588,
216.666
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_2048_steps": [
3084.404,
346724.269,
445.072,
186.329,
188.061
],
"decode_256_steps": [
24.048,
23.816,
24.128,
24.072,
23.801
],
"decode_512_steps": [
46.968999999999994,
46.699999999999996,
46.669000000000004,
46.772,
48.168
],
"decode_1024_steps": [
93.04700000000001,
93.27499999999999,
96.959,
91.321,
91.924
],
"decode_2048_steps": [
184.901,
185.534,
184.631,
186.144,
188.67600000000002
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_2048_steps": [
99640.79599999999,
746.2299999999999,
508.751,
509.17500000000007,
508.434
],
"decode_256_steps": [
25.093,
24.413,
24.17,
24.514,
24.407999999999998
],
"decode_512_steps": [
51.623000000000005,
51.092999999999996,
50.931,
50.923,
51.325
],
"decode_1024_steps": [
142.47000000000003,
142.268,
142.947,
141.656,
142.03
],
"decode_2048_steps": [
509.22999999999996,
509.21700000000004,
509.25200000000007,
509.90000000000003,
509.57300000000004
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_2048_steps": [
88538.308,
395.17400000000004,
208.6,
212.491,
208.476
],
"decode_256_steps": [
23.588,
23.398,
23.202,
23.064,
23.099
],
"decode_512_steps": [
45.97,
46.308,
45.82,
45.692,
45.777
],
"decode_1024_steps": [
91.646,
91.625,
92.30099999999999,
99.135,
93.039
],
"decode_2048_steps": [
207.364,
207.122,
206.367,
206.314,
209.921
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_2048_steps": [
88232.128,
391.71,
186.847,
188.258,
188.446
],
"decode_256_steps": [
23.782999999999998,
23.639,
23.578000000000003,
23.631,
23.785
],
"decode_512_steps": [
47.135000000000005,
46.794000000000004,
46.85,
46.684999999999995,
47.072
],
"decode_1024_steps": [
92.842,
91.88799999999999,
92.553,
94.207,
92.74300000000001
],
"decode_2048_steps": [
187.137,
194.696,
187.636,
186.985,
186.699
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_2048_steps": [
30646.356,
598.404,
387.776,
388.667,
392.295
],
"decode_256_steps": [
23.859,
23.553,
23.898,
23.7,
23.406
],
"decode_512_steps": [
46.875,
46.602,
46.387,
46.738,
47.042
],
"decode_1024_steps": [
113.423,
114.566,
114.271,
114.16999999999999,
114.292
],
"decode_2048_steps": [
387.689,
387.295,
388.245,
388.413,
387.53
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_2048_steps": [
23523.304,
377.453,
209.679,
209.601,
209.72
],
"decode_256_steps": [
24.177,
23.987000000000002,
24.037,
23.868000000000002,
23.992
],
"decode_512_steps": [
47.946000000000005,
48.602,
47.690999999999995,
47.882,
47.548
],
"decode_1024_steps": [
94.426,
96.39399999999999,
94.66,
94.804,
94.64200000000001
],
"decode_2048_steps": [
209.451,
208.02,
208.113,
209.81,
209.814
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_2048_steps": [
22107.918999999998,
335.011,
188.00900000000001,
188.035,
187.455
],
"decode_256_steps": [
23.509999999999998,
23.351,
23.154999999999998,
23.927,
25.554000000000002
],
"decode_512_steps": [
46.523,
46.315000000000005,
46.181,
46.262,
46.222
],
"decode_1024_steps": [
92.524,
92.317,
92.639,
92.652,
92.989
],
"decode_2048_steps": [
186.869,
186.621,
186.931,
186.364,
186.476
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_2048_steps": [
13466.533,
471.149,
284.874,
284.686,
284.038
],
"decode_256_steps": [
24.25,
24.046000000000003,
23.979,
23.962,
23.994999999999997
],
"decode_512_steps": [
48.385999999999996,
48.385,
49.233,
56.315,
51.872
],
"decode_1024_steps": [
111.61999999999999,
100.84,
100.553,
101.132,
100.915
],
"decode_2048_steps": [
282.524,
284.659,
284.25800000000004,
283.97,
285.18100000000004
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_2048_steps": [
7361.549,
412.959,
208.447,
206.209,
205.548
],
"decode_256_steps": [
23.786,
23.161,
23.192999999999998,
23.949,
23.41
],
"decode_512_steps": [
46.321,
46.324,
46.148,
46.193999999999996,
46.239000000000004
],
"decode_1024_steps": [
92.541,
92.497,
92.611,
92.152,
91.44800000000001
],
"decode_2048_steps": [
205.756,
212.04000000000002,
206.91799999999998,
210.333,
207.397
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_2048_steps": [
7473.433,
351.817,
187.512,
188.069,
188.06400000000002
],
"decode_256_steps": [
23.867,
23.716,
23.532999999999998,
23.564,
23.372
],
"decode_512_steps": [
47.063,
46.959,
46.893,
46.977,
47.035000000000004
],
"decode_1024_steps": [
92.64500000000001,
93.303,
92.387,
92.061,
92.941
],
"decode_2048_steps": [
188.102,
188.577,
187.976,
188.049,
187.32299999999998
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_2048_steps": [
9117.206,
477.379,
275.038,
275.106,
276.645
],
"decode_256_steps": [
24.577,
24.022000000000002,
24.119,
24.32,
24.342
],
"decode_512_steps": [
48.425000000000004,
48.125,
48.353,
48.157,
48.259
],
"decode_1024_steps": [
102.339,
100.27,
101.169,
100.429,
100.06099999999999
],
"decode_2048_steps": [
274.88,
277.497,
275.942,
275.297,
274.75100000000003
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_2048_steps": [
3323.109,
391.464,
212.01600000000002,
211.037,
211.719
],
"decode_256_steps": [
23.914,
23.241999999999997,
23.256,
23.614,
23.101
],
"decode_512_steps": [
45.98,
45.85,
46.038000000000004,
45.97,
46.296
],
"decode_1024_steps": [
91.994,
92.622,
93.28,
92.42999999999999,
92.804
],
"decode_2048_steps": [
210.862,
211.57799999999997,
209.636,
210.02,
210.15800000000002
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_2048_steps": [
3310.9449999999997,
368.77500000000003,
188.989,
188.85,
186.786
],
"decode_256_steps": [
23.203000000000003,
23.434,
22.912,
22.848,
22.814999999999998
],
"decode_512_steps": [
45.839,
46.042,
46.313,
46.545,
46.378
],
"decode_1024_steps": [
92.629,
92.284,
93.264,
92.264,
91.924
],
"decode_2048_steps": [
185.64600000000002,
187.517,
187.87300000000002,
187.01999999999998,
185.411
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_2048_steps": [
6034.704,
319.609,
320.29999999999995,
320.201,
320.162
],
"decode_256_steps": [
29.168,
28.935,
28.955000000000002,
28.982999999999997,
28.912
],
"decode_512_steps": [
57.684,
57.836,
57.699,
57.649,
58.012
],
"decode_1024_steps": [
115.88900000000001,
116.071,
115.78099999999999,
115.51599999999999,
115.65100000000001
],
"decode_2048_steps": [
319.638,
319.545,
320.521,
320.55,
319.55699999999996
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_2048_steps": [
2148.705,
235.091,
234.21900000000002,
233.095,
232.717
],
"decode_256_steps": [
23.412,
22.98,
22.807000000000002,
22.748,
22.776999999999997
],
"decode_512_steps": [
45.596,
45.621,
45.364000000000004,
45.957,
45.793
],
"decode_1024_steps": [
90.77399999999999,
91.558,
92.14500000000001,
90.89800000000001,
91.232
],
"decode_2048_steps": [
232.808,
233.04,
235.01,
234.82,
234.097
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_2048_steps": [
2178.202,
194.105,
193.166,
193.23499999999999,
191.956
],
"decode_256_steps": [
23.094,
22.668,
22.642,
22.58,
22.556
],
"decode_512_steps": [
44.974,
45.053999999999995,
45.330000000000005,
45.485,
45.220000000000006
],
"decode_1024_steps": [
90.708,
90.193,
92.022,
90.529,
90.522
],
"decode_2048_steps": [
192.57399999999998,
207.956,
191.909,
191.00900000000001,
191.61700000000002
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_4096_steps": [
6151.506,
1490.157,
1489.816,
1489.8210000000001,
1489.981
],
"decode_256_steps": [
93.455,
93.404,
93.447,
93.45299999999999,
93.481
],
"decode_512_steps": [
186.718,
186.746,
186.685,
186.562,
186.597
],
"decode_1024_steps": [
372.838,
372.832,
372.869,
372.79499999999996,
372.864
],
"decode_2048_steps": [
745.039,
745.1659999999999,
745.0740000000001,
745.189,
745.305
],
"decode_4096_steps": [
1489.868,
1489.722,
1489.948,
1489.715,
1490.262
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_4096_steps": [
2784.6000000000004,
1088.816,
1088.892,
1088.5210000000002,
1087.576
],
"decode_256_steps": [
68.564,
68.54599999999999,
68.464,
68.40400000000001,
68.35199999999999
],
"decode_512_steps": [
136.416,
136.572,
136.429,
136.85,
136.603
],
"decode_1024_steps": [
272.659,
272.67900000000003,
272.409,
272.355,
272.637
],
"decode_2048_steps": [
544.6320000000001,
545.377,
544.917,
544.789,
545.505
],
"decode_4096_steps": [
1089.345,
1088.771,
1089.45,
1090.158,
1089.69
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_4096_steps": [
2334.773,
737.265,
738.4269999999999,
737.448,
738.568
],
"decode_256_steps": [
46.482,
46.313,
46.269,
46.288000000000004,
46.247
],
"decode_512_steps": [
92.465,
92.271,
92.655,
92.949,
92.766
],
"decode_1024_steps": [
184.925,
184.899,
184.595,
184.552,
184.542
],
"decode_2048_steps": [
369.546,
369.732,
369.014,
368.659,
369.448
],
"decode_4096_steps": [
738.205,
738.111,
737.3969999999999,
738.5319999999999,
737.577
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_4096_steps": [
14192.839,
834643.6549999999,
4451.922,
4196.443,
4196.22
],
"decode_256_steps": [
26.906,
26.101,
25.916999999999998,
26.113,
26.487000000000002
],
"decode_512_steps": [
66.474,
66.123,
67.08500000000001,
67.018,
70.703
],
"decode_1024_steps": [
223.463,
223.356,
223.756,
222.95100000000002,
223.07399999999998
],
"decode_2048_steps": [
992.1020000000001,
992.203,
992.741,
993.017,
992.302
],
"decode_4096_steps": [
4195.546,
4195.895,
4196.661,
4195.848,
4195.877
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_4096_steps": [
3823.343,
756369.2150000001,
912.788,
629.523,
631.494
],
"decode_256_steps": [
24.361,
23.621,
23.494,
23.308,
26.353
],
"decode_512_steps": [
45.73,
45.66,
46.042,
46.572,
45.870000000000005
],
"decode_1024_steps": [
91.337,
92.331,
92.85799999999999,
92.104,
93.542
],
"decode_2048_steps": [
207.786,
207.578,
205.024,
204.358,
206.40900000000002
],
"decode_4096_steps": [
632.811,
628.932,
631.26,
628.765,
630.2090000000001
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_4096_steps": [
4155.793,
748493.755,
756.422,
472.417,
477.82099999999997
],
"decode_256_steps": [
24.377,
24.168,
23.791,
23.871,
24.077
],
"decode_512_steps": [
46.537,
45.252,
44.984,
45.467,
46.322
],
"decode_1024_steps": [
90.732,
100.444,
92.867,
92.17599999999999,
93.08800000000001
],
"decode_2048_steps": [
186.475,
186.542,
188.34,
185.191,
184.417
],
"decode_4096_steps": [
471.657,
474.3,
471.686,
473.508,
475.599
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_4096_steps": [
183504.609,
2491.023,
2273.982,
2274.375,
2273.504
],
"decode_256_steps": [
24.788999999999998,
24.165,
24.174999999999997,
24.039,
23.928
],
"decode_512_steps": [
51.528999999999996,
51.020999999999994,
50.919,
50.71,
51.652
],
"decode_1024_steps": [
143.19799999999998,
143.651,
144.405,
143.982,
143.762
],
"decode_2048_steps": [
515.225,
515.156,
515.864,
515.332,
516.467
],
"decode_4096_steps": [
2272.873,
2273.8360000000002,
2273.248,
2273.313,
2273.303
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_4096_steps": [
177668.06,
873.586,
631.567,
631.743,
635.928
],
"decode_256_steps": [
24.61,
24.358,
24.349,
24.067999999999998,
24.179
],
"decode_512_steps": [
47.334,
47.117,
46.978,
47.059999999999995,
47.585
],
"decode_1024_steps": [
93.773,
93.454,
93.997,
94.10499999999999,
94.733
],
"decode_2048_steps": [
218.70600000000002,
209.13799999999998,
209.79700000000003,
207.506,
207.854
],
"decode_4096_steps": [
646.3520000000001,
630.574,
630.46,
632.7890000000001,
630.516
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_4096_steps": [
178444.49599999998,
697.047,
477.293,
478.628,
478.806
],
"decode_256_steps": [
24.215,
23.86,
24.261000000000003,
23.772000000000002,
23.784
],
"decode_512_steps": [
46.905,
47.019999999999996,
46.959,
48.163,
47.794000000000004
],
"decode_1024_steps": [
93.96300000000001,
94.572,
95.293,
95.13000000000001,
95.21000000000001
],
"decode_2048_steps": [
202.103,
190.855,
189.553,
188.996,
189.246
],
"decode_4096_steps": [
478.877,
479.006,
476.084,
478.491,
476.38000000000005
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_4096_steps": [
54676.402,
1685.647,
1482.4250000000002,
1481.413,
1482.749
],
"decode_256_steps": [
24.871000000000002,
24.497,
24.546,
24.163,
24.117
],
"decode_512_steps": [
48.314,
48.075,
48.702000000000005,
48.908,
48.474000000000004
],
"decode_1024_steps": [
114.888,
114.422,
114.87899999999999,
114.45,
114.684
],
"decode_2048_steps": [
391.029,
392.68199999999996,
395.571,
391.892,
392.279
],
"decode_4096_steps": [
1482.547,
1481.349,
1481.467,
1480.847,
1480.736
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_4096_steps": [
45392.074,
821.513,
635.91,
632.634,
629.881
],
"decode_256_steps": [
23.730999999999998,
24.293,
24.723,
23.682000000000002,
24.385
],
"decode_512_steps": [
47.644,
48.541000000000004,
47.163999999999994,
47.248,
47.314
],
"decode_1024_steps": [
94.03200000000001,
93.894,
94.21000000000001,
94.004,
93.211
],
"decode_2048_steps": [
207.483,
206.748,
207.47899999999998,
207.837,
207.422
],
"decode_4096_steps": [
629.355,
627.885,
630.5319999999999,
628.42,
645.927
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_4096_steps": [
45286.928,
666.705,
476.46,
477.202,
476.925
],
"decode_256_steps": [
24.959,
23.980999999999998,
23.957,
23.758000000000003,
23.749
],
"decode_512_steps": [
47.349000000000004,
46.798,
53.299,
51.86000000000001,
46.769
],
"decode_1024_steps": [
92.73299999999999,
93.024,
93.05099999999999,
93.298,
93.696
],
"decode_2048_steps": [
188.733,
188.198,
188.612,
187.371,
186.815
],
"decode_4096_steps": [
476.71000000000004,
475.833,
475.045,
476.12399999999997,
476.562
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_4096_steps": [
19868.408,
1159.676,
974.0210000000001,
973.687,
973.581
],
"decode_256_steps": [
24.375999999999998,
23.89,
23.714,
23.686,
23.587
],
"decode_512_steps": [
47.423,
47.558,
49.887,
47.07,
48.168
],
"decode_1024_steps": [
104.142,
107.501,
101.759,
101.68,
101.241
],
"decode_2048_steps": [
289.888,
290.149,
289.45500000000004,
290.88599999999997,
290.277
],
"decode_4096_steps": [
973.467,
974.314,
978.946,
974.425,
973.54
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_4096_steps": [
13248.965999999999,
849.1039999999999,
630.547,
628.5039999999999,
629.1940000000001
],
"decode_256_steps": [
23.857,
23.286,
23.112000000000002,
23.033,
22.981
],
"decode_512_steps": [
47.228,
46.974000000000004,
47.821000000000005,
46.602,
45.992
],
"decode_1024_steps": [
93.8,
92.8,
92.86800000000001,
92.419,
92.688
],
"decode_2048_steps": [
207.087,
206.97899999999998,
208.058,
206.35899999999998,
208.198
],
"decode_4096_steps": [
627.6659999999999,
626.111,
630.038,
628.067,
628.143
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_4096_steps": [
12892.229000000001,
632.915,
477.911,
476.753,
477.929
],
"decode_256_steps": [
23.902,
23.84,
23.278,
23.27,
23.284
],
"decode_512_steps": [
46.383,
46.205000000000005,
46.452,
46.644999999999996,
47.044000000000004
],
"decode_1024_steps": [
92.96799999999999,
93.651,
93.09,
93.65700000000001,
93.64999999999999
],
"decode_2048_steps": [
187.705,
187.228,
205.113,
189.73999999999998,
189.858
],
"decode_4096_steps": [
477.18899999999996,
476.09000000000003,
477.464,
476.99,
477.116
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_4096_steps": [
11267.285,
1061.73,
870.923,
871.394,
870.229
],
"decode_256_steps": [
25.506,
24.105,
23.958,
23.947,
23.879
],
"decode_512_steps": [
48.014,
47.928,
48.137,
47.911,
47.852
],
"decode_1024_steps": [
99.928,
99.768,
99.65499999999999,
99.748,
99.93
],
"decode_2048_steps": [
281.48699999999997,
271.241,
272.345,
271.754,
271.082
],
"decode_4096_steps": [
870.8399999999999,
873.3689999999999,
869.8059999999999,
870.1719999999999,
871.109
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_4096_steps": [
5166.232,
819.592,
643.927,
643.2529999999999,
641.402
],
"decode_256_steps": [
23.959,
23.611,
24.008000000000003,
23.786,
23.587
],
"decode_512_steps": [
48.592999999999996,
46.657,
46.696,
46.794000000000004,
46.716
],
"decode_1024_steps": [
92.909,
92.931,
93.08,
93.609,
93.075
],
"decode_2048_steps": [
210.63000000000002,
211.108,
212.475,
211.76,
211.627
],
"decode_4096_steps": [
640.944,
642.831,
641.414,
643.4609999999999,
641.0369999999999
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_4096_steps": [
5007.826,
667.73,
485.512,
485.723,
486.496
],
"decode_256_steps": [
24.075,
23.248,
23.413,
23.579,
23.232
],
"decode_512_steps": [
46.666,
46.252,
46.184999999999995,
46.177,
46.330000000000005
],
"decode_1024_steps": [
92.499,
92.113,
92.406,
92.749,
91.7
],
"decode_2048_steps": [
186.055,
185.817,
185.209,
186.28900000000002,
187.15
],
"decode_4096_steps": [
484.921,
483.058,
487.20599999999996,
484.517,
484.066
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_4096_steps": [
9591.742999999999,
1160.1,
975.875,
976.0210000000001,
976.005
],
"decode_256_steps": [
28.819000000000003,
28.604999999999997,
28.529,
28.663,
28.651
],
"decode_512_steps": [
56.909,
56.952000000000005,
56.885,
56.997,
57.075
],
"decode_1024_steps": [
113.85199999999999,
114.357,
114.04899999999999,
114.412,
114.355
],
"decode_2048_steps": [
315.495,
315.042,
315.642,
315.728,
315.65
],
"decode_4096_steps": [
975.364,
975.249,
976.105,
975.668,
975.56
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_4096_steps": [
3163.1420000000003,
875.758,
716.1370000000001,
713.226,
712.7909999999999
],
"decode_256_steps": [
23.232,
22.966,
22.99,
22.950000000000003,
22.982
],
"decode_512_steps": [
45.912,
45.782999999999994,
45.847,
45.67,
45.731
],
"decode_1024_steps": [
91.557,
91.56400000000001,
91.654,
91.56599999999999,
91.488
],
"decode_2048_steps": [
233.75799999999998,
234.157,
234.436,
234.766,
233.633
],
"decode_4096_steps": [
714.1999999999999,
712.87,
712.9929999999999,
715.8480000000001,
712.814
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_4096_steps": [
2681.1470000000004,
660.471,
529.212,
520.509,
520.418
],
"decode_256_steps": [
23.085,
22.768,
22.744,
22.686999999999998,
22.732
],
"decode_512_steps": [
45.150000000000006,
45.333999999999996,
47.568,
45.467,
47.654
],
"decode_1024_steps": [
91.34,
93.856,
91.032,
90.77399999999999,
90.835
],
"decode_2048_steps": [
192.601,
192.311,
192.73299999999998,
193.213,
192.252
],
"decode_4096_steps": [
519.9110000000001,
522.054,
519.826,
519.574,
519.471
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": {
"compile_4096_steps": [
5620.818,
1489.498,
1489.335,
1489.449,
1489.418
],
"decode_256_steps": [
93.36800000000001,
93.271,
93.31,
93.246,
93.35300000000001
],
"decode_512_steps": [
186.37599999999998,
186.40200000000002,
186.31400000000002,
186.339,
186.469
],
"decode_1024_steps": [
372.64300000000003,
372.577,
372.475,
372.664,
372.57
],
"decode_2048_steps": [
744.6859999999999,
744.912,
744.74,
744.7439999999999,
744.798
],
"decode_4096_steps": [
1489.398,
1489.328,
1489.39,
1489.321,
1489.9260000000002
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": {
"compile_4096_steps": [
2809.891,
1089.234,
1089.814,
1090.0030000000002,
1089.548
],
"decode_256_steps": [
68.65499999999999,
68.383,
68.339,
68.5,
68.494
],
"decode_512_steps": [
136.626,
136.53799999999998,
136.483,
136.43099999999998,
136.55100000000002
],
"decode_1024_steps": [
273.338,
272.867,
272.267,
272.517,
272.96
],
"decode_2048_steps": [
545.347,
544.888,
544.8380000000001,
544.784,
545.486
],
"decode_4096_steps": [
1089.648,
1089.322,
1090.059,
1089.751,
1090.214
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": {
"compile_4096_steps": [
2428.761,
738.078,
737.768,
737.789,
738.13
],
"decode_256_steps": [
46.432,
46.516000000000005,
46.428999999999995,
46.495000000000005,
46.427
],
"decode_512_steps": [
92.234,
92.357,
92.34100000000001,
92.359,
92.425
],
"decode_1024_steps": [
184.84900000000002,
185.034,
184.90200000000002,
184.782,
184.59900000000002
],
"decode_2048_steps": [
368.80600000000004,
369.554,
369.19800000000004,
368.64799999999997,
369.406
],
"decode_4096_steps": [
737.861,
737.803,
737.711,
737.1379999999999,
737.8059999999999
]
},
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_8192_steps": [
10248.676,
5596.445,
5595.928,
5595.887000000001,
5596.321
],
"decode_256_steps": [
175.44899999999998,
175.369,
175.21900000000002,
175.29600000000002,
175.373
],
"decode_512_steps": [
350.225,
350.236,
350.036,
350.146,
350.30499999999995
],
"decode_1024_steps": [
699.913,
699.941,
699.929,
699.8539999999999,
699.866
],
"decode_2048_steps": [
1399.31,
1399.4740000000002,
1399.274,
1399.397,
1399.695
],
"decode_4096_steps": [
2798.316,
2798.48,
2798.307,
2798.094,
2798.2999999999997
],
"decode_8192_steps": [
5596.476,
5595.947,
5596.4929999999995,
5596.549000000001,
5596.371
]
},
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_8192_steps": [
5973.592,
4248.63,
4248.725,
4248.246,
4247.715999999999
],
"decode_256_steps": [
133.073,
133.076,
133.078,
133.099,
133.282
],
"decode_512_steps": [
266.12,
265.953,
265.90599999999995,
265.868,
266.04100000000005
],
"decode_1024_steps": [
531.576,
531.1709999999999,
531.587,
531.331,
531.438
],
"decode_2048_steps": [
1062.396,
1062.4309999999998,
1062.284,
1062.221,
1062.083
],
"decode_4096_steps": [
2124.366,
2124.1690000000003,
2124.256,
2124.438,
2124.082
],
"decode_8192_steps": [
4247.617,
4247.719,
4247.683999999999,
4247.655,
4248.116999999999
]
},
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_8192_steps": [
4427.179,
2782.073,
2782.1220000000003,
2781.501,
2781.1659999999997
],
"decode_256_steps": [
87.259,
87.363,
87.299,
87.221,
87.232
],
"decode_512_steps": [
174.125,
174.087,
174.361,
174.339,
174.215
],
"decode_1024_steps": [
348.04,
347.94399999999996,
348.17900000000003,
348.08,
348.026
],
"decode_2048_steps": [
695.451,
695.581,
695.7280000000001,
695.708,
695.77
],
"decode_4096_steps": [
1391.348,
1390.922,
1391.011,
1390.8149999999998,
1390.9180000000001
],
"decode_8192_steps": [
2781.8559999999998,
2781.535,
2781.805,
2781.392,
2781.638
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_8192_steps": [
29076.377999999997,
1608722.9870000002,
18475.753,
18200.537,
18200.332
],
"decode_256_steps": [
26.37,
25.051000000000002,
24.467,
24.183,
24.147
],
"decode_512_steps": [
65.056,
65.03200000000001,
65.315,
65.47200000000001,
65.40400000000001
],
"decode_1024_steps": [
222.773,
222.922,
223.43699999999998,
223.281,
223.655
],
"decode_2048_steps": [
1009.508,
1009.9549999999999,
1009.876,
1009.8309999999999,
1010.159
],
"decode_4096_steps": [
4399.575,
4399.726000000001,
4400.328,
4402.106,
4399.889
],
"decode_8192_steps": [
18200.06,
18201.037,
18200.233999999997,
18200.437,
18199.852
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_8192_steps": [
6122.756,
1423065.992,
2506.342,
2245.121,
2246.216
],
"decode_256_steps": [
23.542,
22.648000000000003,
22.088,
22.036,
21.842
],
"decode_512_steps": [
44.091,
43.827,
43.385,
43.077999999999996,
43.262
],
"decode_1024_steps": [
88.05499999999999,
88.478,
88.52799999999999,
88.51,
88.372
],
"decode_2048_steps": [
202.057,
202.36399999999998,
207.78,
203.107,
202.857
],
"decode_4096_steps": [
624.6469999999999,
624.8620000000001,
624.75,
624.7629999999999,
624.9820000000001
],
"decode_8192_steps": [
2245.8469999999998,
2247.31,
2248.7599999999998,
2249.244,
2248.848
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_8192_steps": [
5940.428,
1421488.1700000002,
1811.971,
1546.191,
1541.943
],
"decode_256_steps": [
24.496,
23.096999999999998,
22.540999999999997,
22.244,
22.102
],
"decode_512_steps": [
45.018,
44.66,
44.129000000000005,
45.027,
44.242
],
"decode_1024_steps": [
89.995,
90.194,
89.979,
89.786,
89.994
],
"decode_2048_steps": [
184.57999999999998,
183.391,
191.152,
183.96599999999998,
184.077
],
"decode_4096_steps": [
473.231,
473.04600000000005,
473.534,
472.767,
472.845
],
"decode_8192_steps": [
1540.16,
1540.7900000000002,
1541.032,
1540.623,
1540.762
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_8192_steps": [
317578.876,
9117.209,
8916.205,
8916.753,
8916.785000000002
],
"decode_256_steps": [
24.999,
24.084999999999997,
23.859,
23.686,
23.744999999999997
],
"decode_512_steps": [
50.349,
50.287,
56.278,
50.364,
50.28
],
"decode_1024_steps": [
140.843,
140.941,
141.142,
141.204,
146.90300000000002
],
"decode_2048_steps": [
507.723,
507.972,
507.72499999999997,
507.88800000000003,
507.935
],
"decode_4096_steps": [
2198.259,
2198.864,
2199.011,
2201.247,
2198.818
],
"decode_8192_steps": [
8916.726999999999,
8916.689,
8917.092,
8916.52,
8916.66
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_8192_steps": [
287753.347,
2437.562,
2250.058,
2250.125,
2251.25
],
"decode_256_steps": [
24.051,
23.458,
23.253,
23.258999999999997,
23.258999999999997
],
"decode_512_steps": [
46.620000000000005,
46.711000000000006,
46.638,
47.754999999999995,
46.864000000000004
],
"decode_1024_steps": [
93.11,
92.617,
92.84299999999999,
92.668,
92.606
],
"decode_2048_steps": [
206.567,
207.01500000000001,
207.52,
207.05499999999998,
207.0
],
"decode_4096_steps": [
628.3,
628.7199999999999,
628.262,
632.061,
628.1510000000001
],
"decode_8192_steps": [
2247.534,
2247.0530000000003,
2250.066,
2257.417,
2257.21
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_8192_steps": [
286747.979,
1724.842,
1542.571,
1540.122,
1543.1699999999998
],
"decode_256_steps": [
24.089,
23.561,
23.341,
23.529,
23.395
],
"decode_512_steps": [
46.756,
46.535,
47.156000000000006,
46.485,
46.355
],
"decode_1024_steps": [
92.902,
93.194,
94.033,
93.465,
93.47800000000001
],
"decode_2048_steps": [
187.412,
186.88,
187.06900000000002,
187.21599999999998,
187.62699999999998
],
"decode_4096_steps": [
473.675,
476.765,
474.59299999999996,
473.991,
474.02
],
"decode_8192_steps": [
1537.757,
1538.286,
1538.121,
1538.7630000000001,
1538.587
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_8192_steps": [
84062.084,
5920.634,
5752.765,
5751.082,
5750.995
],
"decode_256_steps": [
24.014,
23.433,
23.413,
23.288,
23.309
],
"decode_512_steps": [
46.589999999999996,
46.485,
46.492,
46.443,
46.369
],
"decode_1024_steps": [
113.4,
113.164,
113.17099999999999,
113.08500000000001,
113.118
],
"decode_2048_steps": [
389.077,
389.307,
392.31100000000004,
389.51599999999996,
389.62
],
"decode_4096_steps": [
1490.342,
1483.726,
1483.789,
1483.313,
1483.649
],
"decode_8192_steps": [
5750.778,
5751.448,
5751.057000000001,
5750.948,
5750.807
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_8192_steps": [
71037.021,
2430.5249999999996,
2247.826,
2244.666,
2247.654
],
"decode_256_steps": [
23.584999999999997,
23.213,
23.085,
22.987000000000002,
22.965
],
"decode_512_steps": [
46.269999999999996,
46.04,
45.873,
45.961,
45.948
],
"decode_1024_steps": [
92.36999999999999,
91.80199999999999,
91.651,
91.492,
91.668
],
"decode_2048_steps": [
205.18800000000002,
206.49,
205.509,
206.059,
206.589
],
"decode_4096_steps": [
627.3199999999999,
628.042,
626.804,
628.1060000000001,
626.34
],
"decode_8192_steps": [
2247.848,
2247.254,
2248.259,
2249.524,
2248.745
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_8192_steps": [
77086.18699999999,
1676.9750000000001,
1536.058,
1540.7640000000001,
1534.69
],
"decode_256_steps": [
26.883,
25.733,
22.834,
22.918,
22.781
],
"decode_512_steps": [
45.589999999999996,
45.427,
45.431,
45.434000000000005,
45.61
],
"decode_1024_steps": [
90.538,
90.34,
90.6,
90.45599999999999,
90.705
],
"decode_2048_steps": [
182.93300000000002,
182.977,
182.78,
182.477,
182.771
],
"decode_4096_steps": [
469.673,
470.127,
469.785,
469.463,
469.722
],
"decode_8192_steps": [
1534.178,
1534.263,
1537.882,
1534.939,
1534.505
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_8192_steps": [
28585.633,
3690.6910000000003,
3535.287,
3536.725,
3534.492
],
"decode_256_steps": [
23.722,
23.39,
23.317,
23.3,
23.308
],
"decode_512_steps": [
46.491,
46.47,
46.469,
46.448,
46.663000000000004
],
"decode_1024_steps": [
99.93100000000001,
99.963,
99.807,
100.062,
100.218
],
"decode_2048_steps": [
287.255,
288.685,
287.495,
287.66999999999996,
287.38399999999996
],
"decode_4096_steps": [
970.6080000000001,
971.232,
970.8820000000001,
970.491,
970.954
],
"decode_8192_steps": [
3534.259,
3534.222,
3534.192,
3534.48,
3534.462
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_8192_steps": [
22089.367,
2412.03,
2249.581,
2249.644,
2249.038
],
"decode_256_steps": [
23.083,
22.866,
22.645,
23.158,
22.749
],
"decode_512_steps": [
45.275000000000006,
45.53,
48.36,
45.717,
45.49
],
"decode_1024_steps": [
99.37899999999999,
92.37299999999999,
91.078,
91.229,
91.411
],
"decode_2048_steps": [
206.025,
204.686,
205.63500000000002,
205.543,
204.618
],
"decode_4096_steps": [
626.371,
626.382,
626.6129999999999,
626.2990000000001,
628.332
],
"decode_8192_steps": [
2248.558,
2250.371,
2250.427,
2248.8959999999997,
2248.2850000000003
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_8192_steps": [
22236.492,
1701.846,
1540.954,
1542.106,
1542.706
],
"decode_256_steps": [
23.639,
23.266,
23.3,
23.176,
23.099
],
"decode_512_steps": [
46.327,
45.954,
48.021,
51.756,
46.174
],
"decode_1024_steps": [
91.75500000000001,
91.485,
91.67699999999999,
91.472,
91.78699999999999
],
"decode_2048_steps": [
184.126,
184.01899999999998,
189.538,
183.727,
183.894
],
"decode_4096_steps": [
471.466,
473.054,
472.725,
472.461,
473.492
],
"decode_8192_steps": [
1540.897,
1540.014,
1541.671,
1539.8419999999999,
1540.286
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_8192_steps": [
15267.367999999999,
3268.3430000000003,
3102.6220000000003,
3102.859,
3102.6639999999998
],
"decode_256_steps": [
24.197,
23.82,
23.735,
23.657999999999998,
23.656
],
"decode_512_steps": [
47.463,
47.286,
47.107000000000006,
50.25,
52.884
],
"decode_1024_steps": [
100.01599999999999,
100.257,
99.699,
99.91,
99.814
],
"decode_2048_steps": [
273.55800000000005,
273.808,
274.395,
274.097,
274.15
],
"decode_4096_steps": [
882.282,
881.976,
881.995,
882.4459999999999,
881.579
],
"decode_8192_steps": [
3102.259,
3102.038,
3102.2340000000004,
3101.9519999999998,
3101.746
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_8192_steps": [
8708.051,
2430.501,
2278.5679999999998,
2278.1440000000002,
2278.372
],
"decode_256_steps": [
23.418000000000003,
22.927,
22.786,
22.805,
22.775
],
"decode_512_steps": [
45.431,
45.417,
45.448,
45.397,
45.431
],
"decode_1024_steps": [
90.507,
90.877,
90.657,
94.101,
94.528
],
"decode_2048_steps": [
212.21599999999998,
208.558,
208.523,
208.52200000000002,
209.05
],
"decode_4096_steps": [
643.798,
639.473,
638.798,
645.317,
639.0590000000001
],
"decode_8192_steps": [
2277.041,
2277.1059999999998,
2276.3779999999997,
2276.384,
2276.1330000000003
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_8192_steps": [
7402.211,
1698.6209999999999,
1565.039,
1565.3509999999999,
1563.512
],
"decode_256_steps": [
24.564,
22.735,
22.648000000000003,
22.58,
22.661
],
"decode_512_steps": [
45.234,
45.414,
45.152,
45.094,
45.121
],
"decode_1024_steps": [
90.249,
89.997,
90.001,
90.141,
90.161
],
"decode_2048_steps": [
183.502,
183.165,
183.235,
183.18499999999997,
183.366
],
"decode_4096_steps": [
478.75600000000003,
479.44599999999997,
479.126,
479.21200000000005,
479.188
],
"decode_8192_steps": [
1563.014,
1562.449,
1562.893,
1562.275,
1563.1589999999999
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_8192_steps": [
11261.075,
3411.1699999999996,
3261.97,
3261.606,
3261.8160000000003
],
"decode_256_steps": [
28.663,
28.522,
28.444,
28.442,
28.469
],
"decode_512_steps": [
56.792,
56.772000000000006,
56.747,
56.685,
56.779
],
"decode_1024_steps": [
113.42399999999999,
113.331,
113.433,
113.34,
113.405
],
"decode_2048_steps": [
314.392,
314.515,
314.466,
314.69,
314.591
],
"decode_4096_steps": [
969.5310000000001,
969.8489999999999,
969.7940000000001,
969.715,
969.557
],
"decode_8192_steps": [
3261.5310000000004,
3261.7110000000002,
3261.683,
3261.251,
3261.557
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_8192_steps": [
5083.756,
2587.802,
2448.622,
2447.5220000000004,
2447.178
],
"decode_256_steps": [
22.959,
22.681,
22.591,
22.629,
22.62
],
"decode_512_steps": [
46.370000000000005,
45.281,
45.081,
46.959,
45.195
],
"decode_1024_steps": [
90.13799999999999,
90.422,
90.32300000000001,
90.82,
90.715
],
"decode_2048_steps": [
232.80200000000002,
232.44899999999998,
232.127,
232.45,
232.436
],
"decode_4096_steps": [
711.399,
711.142,
711.675,
711.853,
711.172
],
"decode_8192_steps": [
2446.725,
2446.836,
2447.008,
2446.884,
2447.032
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_8192_steps": [
4281.183999999999,
1802.031,
1664.087,
1665.928,
1664.6870000000001
],
"decode_256_steps": [
23.121,
22.852999999999998,
22.806,
22.779,
22.836
],
"decode_512_steps": [
45.402,
47.604,
45.547999999999995,
45.362,
45.397
],
"decode_1024_steps": [
90.328,
90.335,
90.218,
90.396,
90.429
],
"decode_2048_steps": [
191.92100000000002,
192.073,
192.232,
192.06,
192.091
],
"decode_4096_steps": [
520.082,
527.014,
526.957,
519.519,
519.7049999999999
],
"decode_8192_steps": [
1663.97,
1663.473,
1663.714,
1664.217,
1665.994
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": {
"compile_8192_steps": [
9527.198999999999,
4287.027,
4286.651,
4286.718,
4286.414
],
"decode_256_steps": [
93.442,
93.309,
93.351,
93.284,
93.27499999999999
],
"decode_512_steps": [
186.395,
186.401,
186.364,
186.411,
186.385
],
"decode_1024_steps": [
372.532,
372.54900000000004,
372.545,
372.58000000000004,
372.64799999999997
],
"decode_2048_steps": [
744.895,
745.127,
744.833,
744.923,
744.871
],
"decode_4096_steps": [
1489.385,
1489.597,
1489.299,
1489.5240000000001,
1489.482
],
"decode_8192_steps": [
4286.781,
4286.674,
4286.902,
4286.488,
4285.942999999999
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": {
"compile_8192_steps": [
4874.514999999999,
3211.332,
3210.76,
3210.734,
3210.899
],
"decode_256_steps": [
68.356,
68.224,
68.18599999999999,
68.16600000000001,
68.15599999999999
],
"decode_512_steps": [
136.162,
136.162,
136.242,
136.239,
136.184
],
"decode_1024_steps": [
272.138,
272.157,
272.17,
272.08500000000004,
272.208
],
"decode_2048_steps": [
544.006,
544.027,
544.18,
544.086,
544.018
],
"decode_4096_steps": [
1087.873,
1088.0030000000002,
1087.931,
1087.9840000000002,
1087.897
],
"decode_8192_steps": [
3211.138,
3210.984,
3210.975,
3210.6240000000003,
3211.181
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": {
"compile_8192_steps": [
3801.573,
2127.96,
2127.817,
2128.1310000000003,
2127.53
],
"decode_256_steps": [
46.452,
46.288999999999994,
46.251,
46.296,
46.311
],
"decode_512_steps": [
92.464,
92.49300000000001,
92.449,
92.486,
92.457
],
"decode_1024_steps": [
184.641,
184.675,
184.661,
185.024,
184.73999999999998
],
"decode_2048_steps": [
369.34499999999997,
369.205,
369.602,
369.436,
369.40099999999995
],
"decode_4096_steps": [
738.324,
738.49,
738.534,
738.514,
738.5509999999999
],
"decode_8192_steps": [
2127.5240000000003,
2127.681,
2127.901,
2127.9629999999997,
2127.868
]
},
"(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_16384_steps": [
28102.094999999998,
22167.659,
22167.019,
22167.05,
22167.808
],
"decode_256_steps": [
346.82099999999997,
346.764,
346.92400000000004,
346.74399999999997,
346.789
],
"decode_512_steps": [
693.0809999999999,
692.97,
693.08,
692.984,
693.095
],
"decode_1024_steps": [
1385.9379999999999,
1385.7630000000001,
1385.8310000000001,
1386.144,
1385.65
],
"decode_2048_steps": [
2771.2490000000003,
2771.005,
2771.42,
2771.472,
2771.1890000000003
],
"decode_4096_steps": [
5542.638,
5542.435,
5542.275,
5542.339,
5542.018
],
"decode_8192_steps": [
11083.541000000001,
11083.743999999999,
11083.855,
11083.73,
11083.537
],
"decode_16384_steps": [
22167.042999999998,
22166.724,
22168.095,
22166.456000000002,
22166.825
]
},
"(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_16384_steps": [
18189.884,
16769.849000000002,
16770.043,
16770.209000000003,
16770.302
],
"decode_256_steps": [
262.491,
262.34499999999997,
262.319,
262.423,
262.394
],
"decode_512_steps": [
524.394,
524.492,
524.566,
524.43,
524.442
],
"decode_1024_steps": [
1048.628,
1048.5249999999999,
1048.606,
1048.484,
1048.491
],
"decode_2048_steps": [
2096.509,
2096.75,
2096.676,
2096.744,
2096.772
],
"decode_4096_steps": [
4193.027,
4193.2080000000005,
4192.858,
4192.611,
4192.697
],
"decode_8192_steps": [
8384.807,
8384.947,
8385.32,
8385.343,
8385.554
],
"decode_16384_steps": [
16770.28,
16770.393,
16770.260000000002,
16769.928,
16769.504
]
},
"(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_16384_steps": [
12309.6,
10807.759,
10807.82,
10806.886999999999,
10805.687
],
"decode_256_steps": [
169.254,
169.326,
169.296,
169.15800000000002,
169.232
],
"decode_512_steps": [
338.03299999999996,
337.866,
338.161,
338.127,
338.252
],
"decode_1024_steps": [
675.756,
675.7090000000001,
675.744,
675.9110000000001,
675.862
],
"decode_2048_steps": [
1351.144,
1351.374,
1351.499,
1351.5919999999999,
1350.696
],
"decode_4096_steps": [
2702.696,
2702.152,
2702.512,
2702.148,
2702.6020000000003
],
"decode_8192_steps": [
5404.193,
5405.422,
5404.803,
5405.278,
5404.1410000000005
],
"decode_16384_steps": [
10810.845000000001,
10809.883,
10811.289,
10810.812,
10811.199
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_16384_steps": [
121868.577,
4151237.9060000004,
110158.213,
109811.58899999999,
109814.31000000001
],
"decode_256_steps": [
31.355,
30.669999999999998,
30.311,
30.251,
30.116
],
"decode_512_steps": [
98.716,
98.954,
99.19699999999999,
98.941,
99.04100000000001
],
"decode_1024_steps": [
367.159,
367.368,
367.59,
367.428,
367.449
],
"decode_2048_steps": [
1596.307,
1596.609,
1596.395,
1596.474,
1596.3560000000002
],
"decode_4096_steps": [
6677.090999999999,
6676.563,
6677.000999999999,
6677.024,
6677.622
],
"decode_8192_steps": [
27164.542999999998,
27161.968,
27163.347999999998,
27162.304,
27162.699
],
"decode_16384_steps": [
109811.496,
109812.959,
109811.025,
109814.133,
109810.725
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_16384_steps": [
14134.666,
3738763.92,
8926.696,
8588.478000000001,
8592.931999999999
],
"decode_256_steps": [
24.985,
23.143,
22.737000000000002,
22.598,
22.474
],
"decode_512_steps": [
45.362,
45.407999999999994,
45.181,
45.03,
45.206
],
"decode_1024_steps": [
89.727,
89.75099999999999,
89.681,
90.59,
91.729
],
"decode_2048_steps": [
204.726,
203.72,
204.18,
203.877,
203.617
],
"decode_4096_steps": [
625.86,
625.752,
625.193,
625.682,
625.452
],
"decode_8192_steps": [
2253.7410000000004,
2246.732,
2245.551,
2245.715,
2247.3109999999997
],
"decode_16384_steps": [
8594.437,
8594.390000000001,
8594.652,
8593.484,
8606.403
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_16384_steps": [
11712.278,
3713382.278,
5995.8330000000005,
5648.081,
5647.705
],
"decode_256_steps": [
25.035999999999998,
23.275000000000002,
22.712,
22.424,
22.415
],
"decode_512_steps": [
45.172999999999995,
45.289,
45.223,
45.051,
45.078
],
"decode_1024_steps": [
90.28,
91.981,
91.268,
91.56599999999999,
91.40299999999999
],
"decode_2048_steps": [
182.502,
182.729,
194.001,
185.481,
183.681
],
"decode_4096_steps": [
471.086,
470.842,
470.903,
471.883,
471.161
],
"decode_8192_steps": [
1541.382,
1540.987,
1555.081,
1540.507,
1541.166
],
"decode_16384_steps": [
5646.616,
5645.522,
5652.78,
5647.406,
5646.835
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_16384_steps": [
724714.718,
36490.612,
36286.636,
36287.276,
36286.188
],
"decode_256_steps": [
24.459000000000003,
23.666,
23.814999999999998,
23.396,
23.189
],
"decode_512_steps": [
50.416000000000004,
49.358,
49.913,
49.43,
49.402
],
"decode_1024_steps": [
139.73,
140.172,
140.043,
140.234,
140.45
],
"decode_2048_steps": [
516.097,
510.394,
514.331,
510.31499999999994,
510.41499999999996
],
"decode_4096_steps": [
2200.798,
2200.7690000000002,
2201.548,
2200.873,
2200.6079999999997
],
"decode_8192_steps": [
8924.59,
8925.065999999999,
8925.62,
8925.25,
8924.932
],
"decode_16384_steps": [
36285.441,
36285.525,
36287.171,
36286.617999999995,
36287.602999999996
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_16384_steps": [
636300.4539999999,
8793.932,
8582.818,
8583.608999999999,
8582.245
],
"decode_256_steps": [
22.666999999999998,
22.108,
21.842,
21.846,
21.767000000000003
],
"decode_512_steps": [
43.708999999999996,
43.464000000000006,
43.371,
43.226,
43.149
],
"decode_1024_steps": [
87.18599999999999,
86.23899999999999,
86.26599999999999,
88.688,
98.569
],
"decode_2048_steps": [
200.17499999999998,
201.454,
200.244,
200.41,
199.952
],
"decode_4096_steps": [
620.1790000000001,
620.3499999999999,
620.459,
620.38,
620.41
],
"decode_8192_steps": [
2237.895,
2239.411,
2238.3869999999997,
2239.009,
2238.9139999999998
],
"decode_16384_steps": [
8583.136,
8583.299,
8584.538,
8585.213,
8583.623
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_16384_steps": [
630701.618,
5834.11,
5632.692999999999,
5632.637,
5633.643
],
"decode_256_steps": [
22.594,
21.805,
21.635,
21.573999999999998,
21.578
],
"decode_512_steps": [
43.113,
45.508,
42.882999999999996,
43.16,
43.366
],
"decode_1024_steps": [
86.258,
86.06800000000001,
88.93299999999999,
86.548,
86.253
],
"decode_2048_steps": [
176.054,
180.649,
176.504,
174.716,
192.676
],
"decode_4096_steps": [
462.181,
462.735,
462.783,
462.86699999999996,
462.789
],
"decode_8192_steps": [
1529.6860000000001,
1529.358,
1529.413,
1530.429,
1529.703
],
"decode_16384_steps": [
5631.165,
5631.677,
5630.18,
5632.8550000000005,
5630.581
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_16384_steps": [
186721.99599999998,
22966.563000000002,
22770.703,
22769.168,
22770.257999999998
],
"decode_256_steps": [
23.469,
22.686,
22.621,
22.753,
22.821
],
"decode_512_steps": [
45.551,
47.112,
45.188,
45.077,
45.199000000000005
],
"decode_1024_steps": [
111.383,
111.854,
112.11200000000001,
115.553,
111.681
],
"decode_2048_steps": [
390.239,
388.808,
388.729,
389.193,
388.72200000000004
],
"decode_4096_steps": [
1481.6480000000001,
1481.558,
1481.3670000000002,
1481.0620000000001,
1480.82
],
"decode_8192_steps": [
5758.7609999999995,
5758.666,
5758.809,
5758.432,
5758.406
],
"decode_16384_steps": [
22767.816,
22767.972,
22768.612,
22768.203,
22767.968
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_16384_steps": [
153969.846,
8749.078000000001,
8576.112000000001,
8577.932,
8580.921999999999
],
"decode_256_steps": [
22.564,
22.112,
21.995,
21.863,
21.873
],
"decode_512_steps": [
43.541999999999994,
43.544,
44.554,
43.525,
43.443000000000005
],
"decode_1024_steps": [
86.642,
86.625,
86.90100000000001,
87.078,
86.714
],
"decode_2048_steps": [
199.219,
199.49800000000002,
199.709,
199.883,
199.81799999999998
],
"decode_4096_steps": [
620.06,
620.394,
623.004,
620.392,
628.7479999999999
],
"decode_8192_steps": [
2237.72,
2241.1530000000002,
2237.538,
2237.877,
2237.8830000000003
],
"decode_16384_steps": [
8576.713,
8576.615,
8577.351,
8578.001,
8578.073
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_16384_steps": [
144131.506,
5786.781999999999,
5636.363,
5634.755,
5635.64
],
"decode_256_steps": [
22.57,
21.903,
21.921,
21.762,
21.833000000000002
],
"decode_512_steps": [
43.528999999999996,
43.431999999999995,
43.548,
43.534000000000006,
43.558
],
"decode_1024_steps": [
86.883,
86.821,
87.05,
87.08399999999999,
86.824
],
"decode_2048_steps": [
176.681,
179.654,
176.929,
176.882,
176.564
],
"decode_4096_steps": [
471.902,
464.19500000000005,
465.108,
464.779,
463.942
],
"decode_8192_steps": [
1540.519,
1531.3909999999998,
1531.637,
1531.131,
1531.948
],
"decode_16384_steps": [
5634.128,
5633.128,
5633.460999999999,
5634.782,
5639.264
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_16384_steps": [
58020.570999999996,
13806.622000000001,
13649.913,
13648.551,
13648.446
],
"decode_256_steps": [
23.788,
23.188,
23.133,
23.054000000000002,
23.066
],
"decode_512_steps": [
46.053,
45.942,
45.828,
45.841,
45.917
],
"decode_1024_steps": [
104.63,
100.04100000000001,
99.047,
98.84700000000001,
98.915
],
"decode_2048_steps": [
286.32,
286.381,
294.312,
286.32099999999997,
286.426
],
"decode_4096_steps": [
972.6080000000001,
972.801,
972.765,
972.726,
973.155
],
"decode_8192_steps": [
3559.377,
3560.008,
3559.435,
3560.04,
3559.4190000000003
],
"decode_16384_steps": [
13647.636,
13648.866,
13648.955000000002,
13647.805,
13648.328
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_16384_steps": [
45948.238000000005,
8756.122,
8592.119999999999,
8594.455,
8591.124
],
"decode_256_steps": [
23.151,
22.804000000000002,
22.666999999999998,
22.648999999999997,
22.686999999999998
],
"decode_512_steps": [
45.224000000000004,
45.213,
45.256,
45.299,
45.191
],
"decode_1024_steps": [
90.671,
90.162,
90.872,
90.10300000000001,
90.197
],
"decode_2048_steps": [
206.77,
203.965,
203.95,
203.85,
204.02200000000002
],
"decode_4096_steps": [
626.71,
623.95,
623.911,
623.85,
623.951
],
"decode_8192_steps": [
2243.991,
2243.595,
2243.848,
2243.5139999999997,
2242.723
],
"decode_16384_steps": [
8586.238,
8597.898000000001,
8586.907,
8586.786999999998,
8587.041
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_16384_steps": [
40182.034,
5791.0830000000005,
5655.482,
5652.564,
5652.83
],
"decode_256_steps": [
23.612000000000002,
23.203000000000003,
23.105,
23.123,
23.102
],
"decode_512_steps": [
45.879000000000005,
45.708,
45.839,
54.120000000000005,
49.162
],
"decode_1024_steps": [
91.632,
91.386,
91.364,
91.507,
91.575
],
"decode_2048_steps": [
184.944,
184.838,
184.421,
184.335,
184.485
],
"decode_4096_steps": [
473.781,
486.73,
473.855,
474.149,
473.734
],
"decode_8192_steps": [
1548.6580000000001,
1545.412,
1544.324,
1545.667,
1547.156
],
"decode_16384_steps": [
5651.39,
5650.836,
5651.25,
5649.338,
5649.859
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_16384_steps": [
27565.232,
11596.451000000001,
11437.907,
11446.17,
11437.222
],
"decode_256_steps": [
23.861,
23.305,
26.488999999999997,
23.284,
23.292
],
"decode_512_steps": [
46.585,
46.599000000000004,
46.400999999999996,
46.425000000000004,
46.426
],
"decode_1024_steps": [
97.841,
98.486,
97.631,
97.411,
97.402
],
"decode_2048_steps": [
268.323,
270.226,
268.746,
268.898,
268.851
],
"decode_4096_steps": [
866.14,
866.5350000000001,
865.752,
865.816,
865.602
],
"decode_8192_steps": [
3050.0530000000003,
3050.125,
3050.296,
3050.036,
3050.111
],
"decode_16384_steps": [
11434.069,
11435.599,
11435.014000000001,
11434.562,
11434.997
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_16384_steps": [
18920.423,
8799.453,
8658.592,
8658.476,
8657.232
],
"decode_256_steps": [
22.825000000000003,
22.466,
22.362,
22.315,
22.374000000000002
],
"decode_512_steps": [
44.561,
44.58,
44.544,
44.498999999999995,
44.526999999999994
],
"decode_1024_steps": [
88.95599999999999,
89.35,
88.806,
89.41300000000001,
88.992
],
"decode_2048_steps": [
211.17600000000002,
206.762,
206.891,
206.887,
206.72
],
"decode_4096_steps": [
637.4870000000001,
638.328,
637.7239999999999,
644.396,
637.4739999999999
],
"decode_8192_steps": [
2274.536,
2274.81,
2275.7909999999997,
2275.46,
2275.808
],
"decode_16384_steps": [
8657.829,
8656.715999999999,
8655.987,
8656.279,
8655.488
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_16384_steps": [
15843.945,
5848.493,
5708.798,
5708.722,
5707.909
],
"decode_256_steps": [
23.335,
22.879,
22.803,
22.749,
22.701
],
"decode_512_steps": [
45.356,
45.23,
45.343,
45.318999999999996,
45.303999999999995
],
"decode_1024_steps": [
90.424,
90.212,
90.407,
91.274,
90.342
],
"decode_2048_steps": [
184.087,
184.227,
184.274,
184.454,
192.874
],
"decode_4096_steps": [
481.195,
481.21000000000004,
481.35699999999997,
480.633,
481.392
],
"decode_8192_steps": [
1567.1280000000002,
1566.633,
1566.7949999999998,
1567.664,
1566.346
],
"decode_16384_steps": [
5706.244,
5705.437,
5704.607,
5709.255,
5706.556
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_16384_steps": [
20865.348,
11963.758,
11808.559000000001,
11808.239,
11808.058
],
"decode_256_steps": [
28.792,
28.447,
28.435,
28.42,
28.413
],
"decode_512_steps": [
56.654,
56.604,
56.579,
56.701,
56.661
],
"decode_1024_steps": [
113.16,
113.08699999999999,
113.146,
113.107,
113.095
],
"decode_2048_steps": [
313.95099999999996,
314.129,
314.171,
314.072,
314.124
],
"decode_4096_steps": [
968.823,
968.804,
968.8290000000001,
968.797,
968.862
],
"decode_8192_steps": [
3249.888,
3250.056,
3249.93,
3249.984,
3250.47
],
"decode_16384_steps": [
11807.297,
11807.916000000001,
11808.313999999998,
11808.625,
11808.733999999999
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_16384_steps": [
12794.83,
9168.398,
9019.974,
9019.675,
9019.356
],
"decode_256_steps": [
23.314,
22.700000000000003,
22.633,
22.697,
22.603
],
"decode_512_steps": [
45.407999999999994,
45.315,
45.13,
45.095000000000006,
45.1
],
"decode_1024_steps": [
90.43900000000001,
90.781,
90.32300000000001,
90.372,
90.419
],
"decode_2048_steps": [
233.123,
232.50799999999998,
232.59099999999998,
232.597,
244.51600000000002
],
"decode_4096_steps": [
711.3960000000001,
711.871,
715.86,
713.315,
711.644
],
"decode_8192_steps": [
2447.922,
2445.915,
2445.951,
2445.267,
2445.095
],
"decode_16384_steps": [
9020.324,
9019.005,
9018.692,
9019.089,
9018.696
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_16384_steps": [
9689.819,
6073.576,
5931.594999999999,
5931.552,
5930.822
],
"decode_256_steps": [
24.787,
22.8,
22.641000000000002,
22.613,
22.741999999999997
],
"decode_512_steps": [
45.174,
45.157999999999994,
44.883,
44.926,
45.032999999999994
],
"decode_1024_steps": [
89.839,
89.85600000000001,
89.87599999999999,
89.884,
89.96
],
"decode_2048_steps": [
192.22400000000002,
192.876,
191.684,
191.524,
191.886
],
"decode_4096_steps": [
518.645,
518.687,
530.71,
519.045,
518.803
],
"decode_8192_steps": [
1665.6390000000001,
1665.6109999999999,
1665.895,
1666.048,
1666.141
],
"decode_16384_steps": [
5933.477,
5929.251,
5929.589,
5930.565,
5930.525000000001
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": {
"compile_16384_steps": [
21135.418,
14000.45,
13845.581,
13846.128999999999,
13847.033
],
"decode_256_steps": [
92.303,
92.179,
92.143,
92.12299999999999,
92.12299999999999
],
"decode_512_steps": [
184.04000000000002,
184.05599999999998,
184.038,
184.155,
184.05599999999998
],
"decode_1024_steps": [
367.736,
367.92900000000003,
367.917,
367.879,
367.96299999999997
],
"decode_2048_steps": [
735.641,
735.5939999999999,
735.4960000000001,
735.508,
735.417
],
"decode_4096_steps": [
1470.736,
1470.858,
1470.728,
1470.534,
1470.31
],
"decode_8192_steps": [
4232.56,
4232.401000000001,
4232.746,
4232.936,
4232.217000000001
],
"decode_16384_steps": [
13847.045,
13847.541,
13847.042,
13849.975,
13850.171
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": {
"compile_16384_steps": [
12592.610999999999,
10701.586000000001,
10559.245,
10559.635,
10559.265
],
"decode_256_steps": [
68.346,
68.188,
68.213,
68.16,
68.147
],
"decode_512_steps": [
136.118,
136.14200000000002,
136.176,
136.201,
136.16
],
"decode_1024_steps": [
272.12399999999997,
272.117,
272.24399999999997,
272.22200000000004,
272.135
],
"decode_2048_steps": [
543.9889999999999,
544.068,
543.994,
543.907,
543.914
],
"decode_4096_steps": [
1087.6399999999999,
1087.6380000000001,
1087.462,
1087.462,
1087.494
],
"decode_8192_steps": [
3209.46,
3209.462,
3209.543,
3209.505,
3209.534
],
"decode_16384_steps": [
10559.257000000001,
10559.451,
10559.186,
10559.273,
10559.114
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": {
"compile_16384_steps": [
8922.071,
7044.045,
6890.594,
6890.492,
6890.945000000001
],
"decode_256_steps": [
46.497,
46.309999999999995,
46.251,
46.285,
46.307
],
"decode_512_steps": [
92.481,
92.41000000000001,
92.36,
92.49300000000001,
92.38000000000001
],
"decode_1024_steps": [
184.68300000000002,
184.71099999999998,
184.68,
184.801,
184.811
],
"decode_2048_steps": [
369.431,
369.594,
369.359,
369.173,
369.464
],
"decode_4096_steps": [
738.866,
738.514,
738.632,
738.672,
738.718
],
"decode_8192_steps": [
2129.902,
2130.0119999999997,
2130.3329999999996,
2130.044,
2130.338
],
"decode_16384_steps": [
6890.3679999999995,
6890.472,
6891.101,
6890.954,
6891.676
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=math)": {
"compile_16384_steps": [
26619.618,
22166.879999999997,
22166.702999999998,
22166.831,
22167.624
],
"decode_256_steps": [
346.80499999999995,
346.64099999999996,
346.693,
346.757,
346.70099999999996
],
"decode_512_steps": [
693.057,
693.1070000000001,
693.188,
693.116,
693.156
],
"decode_1024_steps": [
1385.894,
1385.961,
1385.78,
1385.676,
1385.8310000000001
],
"decode_2048_steps": [
2771.276,
2771.174,
2771.209,
2771.2439999999997,
2771.047
],
"decode_4096_steps": [
5541.661,
5541.608,
5541.731000000001,
5542.3330000000005,
5542.361
],
"decode_8192_steps": [
11083.339,
11083.873000000001,
11083.996000000001,
11084.165,
11083.254
],
"decode_16384_steps": [
22166.586,
22167.831,
22166.827999999998,
22168.308,
22167.916999999998
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=mem_efficient)": {
"compile_16384_steps": [
18220.244000000002,
16763.831,
16763.32,
16763.952,
16763.301
],
"decode_256_steps": [
262.327,
262.275,
262.317,
262.341,
262.284
],
"decode_512_steps": [
524.288,
524.4799999999999,
524.2289999999999,
524.2750000000001,
524.2289999999999
],
"decode_1024_steps": [
1048.126,
1048.168,
1048.17,
1048.116,
1048.203
],
"decode_2048_steps": [
2095.6890000000003,
2095.808,
2095.8250000000003,
2095.672,
2095.7490000000003
],
"decode_4096_steps": [
4191.119,
4191.263,
4191.004999999999,
4190.9619999999995,
4191.045
],
"decode_8192_steps": [
8382.865,
8382.084,
8382.643,
8381.933,
8381.823
],
"decode_16384_steps": [
16763.564,
16763.69,
16763.718,
16763.345,
16763.642
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=flash)": {
"compile_16384_steps": [
12258.846,
10809.78,
10809.211,
10809.794,
10808.099
],
"decode_256_steps": [
169.03099999999998,
169.28799999999998,
169.047,
169.067,
168.961
],
"decode_512_steps": [
338.097,
337.989,
338.22999999999996,
338.3,
337.96700000000004
],
"decode_1024_steps": [
675.688,
675.888,
675.98,
676.0129999999999,
675.761
],
"decode_2048_steps": [
1351.088,
1351.682,
1352.009,
1351.6680000000001,
1351.748
],
"decode_4096_steps": [
2703.223,
2704.156,
2703.688,
2703.005,
2703.062
],
"decode_8192_steps": [
5406.887000000001,
5406.437999999999,
5407.178,
5406.747,
5407.0109999999995
],
"decode_16384_steps": [
10814.636,
10815.353,
10814.321,
10816.576,
10814.698
]
},
"(dim=256, max_sequence_len=32768, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_32768_steps": [
92467.281,
87161.777,
87161.124,
87161.607,
87160.129
],
"decode_256_steps": [
681.5830000000001,
681.376,
681.3430000000001,
681.3430000000001,
681.53
],
"decode_512_steps": [
1362.431,
1362.3639999999998,
1362.4650000000001,
1362.56,
1362.4579999999999
],
"decode_1024_steps": [
2724.1710000000003,
2724.2090000000003,
2724.485,
2724.19,
2724.3309999999997
],
"decode_2048_steps": [
5447.904,
5448.273,
5448.283,
5447.769,
5448.177000000001
],
"decode_4096_steps": [
10895.425,
10895.661,
10895.965,
10896.034,
10895.557999999999
],
"decode_8192_steps": [
21790.461,
21790.436,
21790.647,
21790.306999999997,
21790.848
],
"decode_16384_steps": [
43580.32,
43582.142,
43581.528,
43581.941999999995,
43581.892
],
"decode_32768_steps": [
87162.808,
87160.43999999999,
87160.96,
87162.51800000001,
87160.152
]
},
"(dim=256, max_sequence_len=32768, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_32768_steps": [
68067.03899999999,
66673.26199999999,
66673.535,
66677.487,
66676.53
],
"decode_256_steps": [
521.35,
521.331,
521.3449999999999,
521.3729999999999,
521.419
],
"decode_512_steps": [
1042.3039999999999,
1042.292,
1042.157,
1042.187,
1042.257
],
"decode_1024_steps": [
2083.974,
2084.392,
2084.178,
2084.409,
2084.145
],
"decode_2048_steps": [
4167.724999999999,
4167.689,
4167.644,
4167.84,
4167.601000000001
],
"decode_4096_steps": [
8334.465,
8334.876,
8335.014,
8334.676,
8334.564
],
"decode_8192_steps": [
16667.991,
16669.05,
16669.359,
16670.402,
16670.525
],
"decode_16384_steps": [
33337.043,
33335.876,
33336.941000000006,
33338.196,
33337.636000000006
],
"decode_32768_steps": [
66675.62700000001,
66676.828,
66677.537,
66682.949,
66683.42300000001
]
},
"(dim=256, max_sequence_len=32768, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_32768_steps": [
43993.022000000004,
42584.189,
42594.081000000006,
42594.617,
42598.529
],
"decode_256_steps": [
333.367,
333.588,
333.099,
333.27299999999997,
332.95000000000005
],
"decode_512_steps": [
665.849,
666.034,
666.062,
666.01,
666.1740000000001
],
"decode_1024_steps": [
1331.762,
1331.768,
1331.8129999999999,
1331.0349999999999,
1332.0149999999999
],
"decode_2048_steps": [
2662.518,
2663.161,
2662.769,
2662.747,
2662.661
],
"decode_4096_steps": [
5325.0830000000005,
5325.271,
5325.357999999999,
5325.502,
5325.244
],
"decode_8192_steps": [
10649.123,
10648.825,
10650.883,
10648.465,
10649.383
],
"decode_16384_steps": [
21297.933,
21299.82,
21299.84,
21298.870000000003,
21299.060999999998
],
"decode_32768_steps": [
42599.163,
42597.383,
42600.081000000006,
42601.526999999995,
42603.087999999996
]
},
"(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": [
42371.648,
10406973.894000001,
34207.248,
33727.672,
33709.882
],
"decode_256_steps": [
26.732,
23.926,
23.199,
22.904999999999998,
22.598
],
"decode_512_steps": [
44.945,
44.718,
44.492999999999995,
44.491,
44.528
],
"decode_1024_steps": [
89.378,
89.735,
89.909,
96.16,
90.16499999999999
],
"decode_2048_steps": [
202.28,
203.21,
203.266,
204.211,
205.404
],
"decode_4096_steps": [
624.892,
624.865,
625.306,
625.002,
625.0989999999999
],
"decode_8192_steps": [
2243.84,
2243.712,
2243.824,
2244.246,
2243.7149999999997
],
"decode_16384_steps": [
8587.875,
8587.064,
8586.923,
8587.555999999999,
8587.764
],
"decode_32768_steps": [
33692.039000000004,
33691.819,
33695.724,
33692.349,
33691.848
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_32768_steps": [
30887.399999999998,
10283945.969,
22227.719,
21746.309,
21747.242
],
"decode_256_steps": [
26.46,
23.534,
23.435000000000002,
22.496,
22.448
],
"decode_512_steps": [
44.83,
45.471,
45.229,
44.627,
45.699999999999996
],
"decode_1024_steps": [
88.63600000000001,
90.45599999999999,
90.027,
90.46,
90.235
],
"decode_2048_steps": [
179.938,
179.57799999999997,
193.323,
180.691,
181.351
],
"decode_4096_steps": [
469.146,
469.097,
469.16600000000005,
470.77599999999995,
468.806
],
"decode_8192_steps": [
1539.7099999999998,
1540.807,
1546.5249999999999,
1540.4370000000001,
1540.688
],
"decode_16384_steps": [
5655.439,
5654.699,
5656.777,
5655.2660000000005,
5654.639999999999
],
"decode_32768_steps": [
21748.443000000003,
21750.036,
21749.631999999998,
21752.902,
21755.242
]
},
"(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": [
1437308.6269999999,
33960.164,
33710.06,
33705.289,
33709.377
],
"decode_256_steps": [
23.52,
21.91,
21.763,
21.649,
21.571
],
"decode_512_steps": [
43.124,
43.020999999999994,
42.775,
44.446,
42.702999999999996
],
"decode_1024_steps": [
85.93299999999999,
86.23,
85.89399999999999,
86.165,
85.529
],
"decode_2048_steps": [
198.163,
198.463,
200.242,
198.711,
198.72500000000002
],
"decode_4096_steps": [
619.832,
619.596,
619.503,
620.332,
619.5310000000001
],
"decode_8192_steps": [
2238.542,
2238.701,
2237.8469999999998,
2238.305,
2238.334
],
"decode_16384_steps": [
8583.914999999999,
8584.196,
8584.469000000001,
8584.192,
8584.382
],
"decode_32768_steps": [
33704.994,
33709.354,
33706.725,
33706.822,
33705.950000000004
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_32768_steps": [
1420216.559,
21965.873,
21719.365,
21719.760000000002,
21720.994000000002
],
"decode_256_steps": [
23.122,
21.88,
21.698999999999998,
21.655,
21.55
],
"decode_512_steps": [
43.163,
43.632,
43.363,
43.007999999999996,
42.888999999999996
],
"decode_1024_steps": [
88.545,
85.301,
85.784,
85.74600000000001,
86.90299999999999
],
"decode_2048_steps": [
175.666,
174.424,
174.071,
174.413,
184.597
],
"decode_4096_steps": [
462.531,
462.28799999999995,
462.606,
462.84,
462.851
],
"decode_8192_steps": [
1530.524,
1531.717,
1530.5200000000002,
1531.143,
1534.779
],
"decode_16384_steps": [
5638.7119999999995,
5639.12,
5638.879,
5641.534,
5639.65
],
"decode_32768_steps": [
21722.649,
21724.218,
21734.739999999998,
21733.438,
21733.806
]
},
"(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": [
328719.799,
33886.763,
33699.457,
33695.704999999994,
33676.278000000006
],
"decode_256_steps": [
22.285,
21.645,
21.51,
21.476,
21.419
],
"decode_512_steps": [
42.809,
42.58,
42.581,
42.494,
42.715999999999994
],
"decode_1024_steps": [
88.843,
85.476,
85.32199999999999,
85.054,
85.111
],
"decode_2048_steps": [
197.595,
197.774,
197.477,
202.27,
197.78
],
"decode_4096_steps": [
617.854,
617.7550000000001,
618.119,
617.995,
618.52
],
"decode_8192_steps": [
2234.587,
2235.1079999999997,
2234.576,
2234.841,
2235.844
],
"decode_16384_steps": [
8573.667000000001,
8573.800000000001,
8573.704,
8573.599,
8578.393
],
"decode_32768_steps": [
33672.751,
33676.046,
33675.655999999995,
33672.887,
33673.504
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_32768_steps": [
311290.511,
21889.759000000002,
21727.429999999997,
21724.907000000003,
21726.243
],
"decode_256_steps": [
22.31,
21.583000000000002,
21.488,
21.569000000000003,
21.483999999999998
],
"decode_512_steps": [
43.007,
42.525,
42.683,
42.7,
42.515
],
"decode_1024_steps": [
84.96199999999999,
84.797,
85.038,
85.11,
85.20899999999999
],
"decode_2048_steps": [
174.697,
173.55,
173.788,
173.764,
174.107
],
"decode_4096_steps": [
461.565,
461.735,
461.68,
463.36,
462.129
],
"decode_8192_steps": [
1530.6090000000002,
1530.365,
1530.045,
1529.4160000000002,
1529.917
],
"decode_16384_steps": [
5643.325,
5639.449,
5640.590999999999,
5640.115,
5640.283
],
"decode_32768_steps": [
21724.182,
21728.785,
21728.249000000003,
21731.686,
21734.221
]
},
"(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": [
107695.549,
33883.828,
33714.809,
33706.005,
33704.177
],
"decode_256_steps": [
23.605,
22.961,
22.852999999999998,
22.759,
22.753
],
"decode_512_steps": [
45.475,
51.812,
45.47,
45.419000000000004,
45.42
],
"decode_1024_steps": [
90.567,
90.697,
90.72,
90.757,
90.426
],
"decode_2048_steps": [
204.519,
204.60500000000002,
207.194,
204.679,
204.80100000000002
],
"decode_4096_steps": [
625.989,
626.162,
632.4530000000001,
626.133,
626.403
],
"decode_8192_steps": [
2244.6009999999997,
2245.0420000000004,
2245.5099999999998,
2245.116,
2244.61
],
"decode_16384_steps": [
8589.676000000001,
8589.921,
8590.053,
8590.424,
8590.845
],
"decode_32768_steps": [
33705.368,
33702.181000000004,
33700.152,
33696.421,
33696.669
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_32768_steps": [
93225.31,
21908.785000000003,
21756.321,
21757.574,
21756.062
],
"decode_256_steps": [
23.487000000000002,
23.018,
22.913,
23.075,
22.868
],
"decode_512_steps": [
45.57,
45.523,
45.625,
45.655,
45.464999999999996
],
"decode_1024_steps": [
90.945,
90.953,
90.876,
90.99,
91.049
],
"decode_2048_steps": [
183.408,
184.367,
183.415,
186.25900000000001,
183.336
],
"decode_4096_steps": [
473.148,
478.46,
473.471,
473.1,
473.154
],
"decode_8192_steps": [
1545.309,
1544.736,
1552.041,
1544.886,
1548.0819999999999
],
"decode_16384_steps": [
5661.919,
5665.4220000000005,
5660.548000000001,
5661.545,
5659.964000000001
],
"decode_32768_steps": [
21758.964,
21762.506999999998,
21764.692,
21778.988999999998,
21767.409
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_32768_steps": [
70349.20700000001,
44643.024,
44483.465000000004,
44484.84,
44484.525
],
"decode_256_steps": [
24.091,
23.275000000000002,
23.244999999999997,
23.185000000000002,
23.18
],
"decode_512_steps": [
52.839,
48.573,
46.764,
46.302,
46.373
],
"decode_1024_steps": [
97.735,
97.93599999999999,
97.804,
97.54599999999999,
97.78
],
"decode_2048_steps": [
268.769,
269.186,
269.226,
269.265,
269.081
],
"decode_4096_steps": [
876.9169999999999,
867.0799999999999,
867.0459999999999,
866.885,
867.438
],
"decode_8192_steps": [
3054.4539999999997,
3054.951,
3054.4410000000003,
3054.402,
3054.657
],
"decode_16384_steps": [
11444.96,
11444.959,
11443.755,
11444.407,
11445.157
],
"decode_32768_steps": [
44484.804,
44484.433000000005,
44484.774000000005,
44485.693,
44485.562
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_32768_steps": [
53576.16,
33984.62,
33839.418000000005,
33838.87,
33840.342
],
"decode_256_steps": [
22.436,
22.020999999999997,
21.875,
21.701999999999998,
21.76
],
"decode_512_steps": [
43.388000000000005,
49.545,
48.32899999999999,
43.316,
43.36
],
"decode_1024_steps": [
86.488,
86.398,
88.52300000000001,
86.368,
90.38799999999999
],
"decode_2048_steps": [
218.943,
204.32500000000002,
204.226,
204.12900000000002,
203.987
],
"decode_4096_steps": [
634.283,
633.794,
633.993,
634.728,
633.414
],
"decode_8192_steps": [
2271.02,
2271.104,
2270.797,
2271.436,
2270.924
],
"decode_16384_steps": [
8650.484,
8651.550000000001,
8648.744,
8650.817,
8648.603
],
"decode_32768_steps": [
33837.784,
33838.284999999996,
33838.316,
33837.425,
33834.924
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_32768_steps": [
41370.364,
22022.357,
21876.823,
21877.326,
21876.238
],
"decode_256_steps": [
22.83,
22.234,
22.208,
22.128999999999998,
22.113
],
"decode_512_steps": [
45.467,
43.797000000000004,
43.789,
43.754,
46.406000000000006
],
"decode_1024_steps": [
87.19399999999999,
87.037,
87.249,
86.71900000000001,
86.878
],
"decode_2048_steps": [
178.82500000000002,
178.79999999999998,
180.00900000000001,
178.451,
179.186
],
"decode_4096_steps": [
475.697,
476.107,
476.979,
476.04200000000003,
476.411
],
"decode_8192_steps": [
1563.666,
1565.036,
1567.681,
1564.3400000000001,
1564.353
],
"decode_16384_steps": [
5712.489,
5712.869000000001,
5712.6900000000005,
5712.683,
5713.634
],
"decode_32768_steps": [
21875.106,
21878.326999999997,
21883.040999999997,
21878.12,
21879.075
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_32768_steps": [
56040.477000000006,
45137.172,
44981.949,
44984.403,
44982.797
],
"decode_256_steps": [
28.937,
28.651,
28.61,
28.608,
28.593
],
"decode_512_steps": [
57.01,
57.052,
57.112,
57.103,
56.998
],
"decode_1024_steps": [
113.802,
114.051,
113.881,
113.983,
113.99900000000001
],
"decode_2048_steps": [
315.378,
315.704,
315.587,
315.782,
315.608
],
"decode_4096_steps": [
971.129,
971.428,
971.354,
971.279,
971.327
],
"decode_8192_steps": [
3254.758,
3254.779,
3254.7990000000004,
3254.328,
3254.7160000000003
],
"decode_16384_steps": [
11792.71,
11793.161,
11792.991,
11792.849,
11793.005000000001
],
"decode_32768_steps": [
44983.509,
44982.188,
44983.915,
44985.079,
44983.833
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_32768_steps": [
40742.805,
34722.366,
34582.376,
34580.475999999995,
34580.565
],
"decode_256_steps": [
22.298,
21.763,
21.683999999999997,
21.607000000000003,
21.743
],
"decode_512_steps": [
43.181999999999995,
43.244,
43.197,
43.234,
43.166000000000004
],
"decode_1024_steps": [
86.247,
86.047,
86.268,
86.19,
86.299
],
"decode_2048_steps": [
228.193,
228.408,
228.904,
228.919,
228.586
],
"decode_4096_steps": [
709.589,
707.339,
707.5550000000001,
707.6,
707.427
],
"decode_8192_steps": [
2441.2850000000003,
2444.106,
2441.514,
2441.15,
2441.884
],
"decode_16384_steps": [
9014.402,
9014.434,
9014.356,
9013.961,
9013.37
],
"decode_32768_steps": [
34577.781,
34581.227,
34578.35,
34575.581,
34576.524
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_32768_steps": [
28437.985,
22494.975,
22353.470999999998,
22357.164999999997,
22359.099000000002
],
"decode_256_steps": [
22.374000000000002,
21.782,
21.663999999999998,
21.778,
21.666
],
"decode_512_steps": [
43.215,
43.308,
43.259,
43.187000000000005,
43.083999999999996
],
"decode_1024_steps": [
86.179,
86.198,
86.392,
86.24900000000001,
86.37
],
"decode_2048_steps": [
188.672,
188.492,
188.523,
190.113,
189.09699999999998
],
"decode_4096_steps": [
525.073,
517.813,
518.144,
517.6129999999999,
518.039
],
"decode_8192_steps": [
1667.243,
1667.181,
1667.402,
1666.8890000000001,
1668.82
],
"decode_16384_steps": [
5941.358,
5940.865,
5941.900000000001,
5941.587,
5940.861
],
"decode_32768_steps": [
22357.019999999997,
22359.948,
22361.170000000002,
22361.5,
22361.894
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": {
"compile_32768_steps": [
56446.378000000004,
49115.994,
48965.871,
48965.670000000006,
48966.143000000004
],
"decode_256_steps": [
92.512,
92.382,
92.148,
92.214,
92.226
],
"decode_512_steps": [
184.044,
184.10999999999999,
184.22,
184.19299999999998,
184.273
],
"decode_1024_steps": [
368.084,
368.029,
368.195,
368.181,
368.395
],
"decode_2048_steps": [
736.078,
735.832,
735.931,
735.987,
736.0020000000001
],
"decode_4096_steps": [
1471.8770000000002,
1471.645,
1471.693,
1471.506,
1471.454
],
"decode_8192_steps": [
4237.232,
4237.773,
4237.033,
4237.072,
4237.452
],
"decode_16384_steps": [
13762.466,
13762.616,
13763.405999999999,
13762.942000000001,
13763.739
],
"decode_32768_steps": [
48966.695999999996,
48966.53,
48966.469,
48967.914,
48965.714
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": {
"compile_32768_steps": [
40235.759,
37806.557,
37667.158,
37669.133,
37671.072
],
"decode_256_steps": [
68.368,
68.106,
68.068,
68.081,
68.08
],
"decode_512_steps": [
135.97699999999998,
136.08100000000002,
136.00699999999998,
135.987,
135.995
],
"decode_1024_steps": [
271.765,
271.715,
271.735,
271.786,
271.737
],
"decode_2048_steps": [
543.3710000000001,
543.28,
543.317,
543.304,
543.375
],
"decode_4096_steps": [
1086.3590000000002,
1086.413,
1086.398,
1086.374,
1086.455
],
"decode_8192_steps": [
3207.228,
3207.011,
3206.964,
3206.9700000000003,
3206.645
],
"decode_16384_steps": [
10555.579,
10555.243,
10555.307,
10555.557999999999,
10555.936000000002
],
"decode_32768_steps": [
37669.79,
37667.884999999995,
37672.207,
37669.758,
37671.621
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": {
"compile_32768_steps": [
26893.090999999997,
24427.407,
24288.529000000002,
24292.128,
24295.906
],
"decode_256_steps": [
46.769999999999996,
46.440000000000005,
46.373,
46.334,
46.308
],
"decode_512_steps": [
92.607,
92.657,
92.64999999999999,
92.613,
92.652
],
"decode_1024_steps": [
185.109,
184.94299999999998,
185.185,
185.01600000000002,
185.227
],
"decode_2048_steps": [
370.09999999999997,
369.905,
369.987,
369.936,
370.096
],
"decode_4096_steps": [
739.9409999999999,
739.934,
740.1450000000001,
739.87,
739.697
],
"decode_8192_steps": [
2133.393,
2133.765,
2132.923,
2133.369,
2133.3
],
"decode_16384_steps": [
6908.549,
6907.948,
6908.158,
6907.697,
6909.015
],
"decode_32768_steps": [
24297.922,
24299.916,
24299.831000000002,
24299.644,
24301.101
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=16384, attn_map=math)": {
"compile_32768_steps": [
71044.276,
65762.536,
65764.32800000001,
65763.67899999999,
65764.403
],
"decode_256_steps": [
347.012,
346.901,
347.01599999999996,
347.03299999999996,
346.884
],
"decode_512_steps": [
693.6569999999999,
693.688,
693.5329999999999,
693.4879999999999,
693.568
],
"decode_1024_steps": [
1386.782,
1386.8780000000002,
1386.846,
1387.039,
1386.85
],
"decode_2048_steps": [
2773.089,
2773.416,
2773.506,
2773.354,
2772.98
],
"decode_4096_steps": [
5545.576999999999,
5545.75,
5546.034,
5545.696999999999,
5545.673
],
"decode_8192_steps": [
11091.011999999999,
11091.155999999999,
11091.742,
11090.741,
11091.336
],
"decode_16384_steps": [
22181.644,
22182.477,
22182.576999999997,
22181.471999999998,
22182.142
],
"decode_32768_steps": [
65763.94399999999,
65763.33099999999,
65763.741,
65763.05600000001,
65762.89199999999
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=16384, attn_map=mem_efficient)": {
"compile_32768_steps": [
51731.295000000006,
50101.059,
50100.505,
50100.082,
50098.607
],
"decode_256_steps": [
262.564,
262.455,
262.423,
262.387,
262.377
],
"decode_512_steps": [
524.539,
524.467,
524.535,
524.505,
524.52
],
"decode_1024_steps": [
1048.519,
1048.5469999999998,
1048.56,
1048.59,
1048.6100000000001
],
"decode_2048_steps": [
2096.5,
2096.478,
2096.54,
2096.622,
2096.7259999999997
],
"decode_4096_steps": [
4192.652,
4193.063999999999,
4192.953,
4192.8,
4192.596
],
"decode_8192_steps": [
8385.016,
8385.447,
8385.395,
8386.1,
8385.588
],
"decode_16384_steps": [
16771.243,
16772.66,
16770.977,
16771.559,
16770.761
],
"decode_32768_steps": [
50101.526,
50097.423,
50101.147,
50101.813,
50100.029
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=16384, attn_map=flash)": {
"compile_32768_steps": [
33771.523,
32131.827,
32141.306,
32144.777,
32147.145
],
"decode_256_steps": [
169.939,
169.826,
169.843,
169.80100000000002,
169.81199999999998
],
"decode_512_steps": [
339.41700000000003,
339.33000000000004,
339.6,
339.385,
339.40999999999997
],
"decode_1024_steps": [
678.633,
678.551,
678.533,
678.705,
678.629
],
"decode_2048_steps": [
1357.0040000000001,
1356.585,
1356.7640000000001,
1357.048,
1356.701
],
"decode_4096_steps": [
2713.151,
2713.317,
2713.3759999999997,
2713.324,
2713.414
],
"decode_8192_steps": [
5425.764,
5426.501,
5425.417,
5426.932,
5426.370999999999
],
"decode_16384_steps": [
10853.639,
10852.796,
10851.659,
10851.889,
10850.729
],
"decode_32768_steps": [
32149.321,
32150.928,
32151.198,
32151.622000000003,
32151.226000000002
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=32768, attn_map=math)": {
"compile_32768_steps": [
91837.208,
87176.508,
87174.343,
87172.93,
87171.23999999999
],
"decode_256_steps": [
681.511,
681.4480000000001,
681.4050000000001,
681.365,
681.57
],
"decode_512_steps": [
1362.459,
1362.746,
1362.476,
1362.556,
1362.567
],
"decode_1024_steps": [
2724.69,
2724.612,
2724.625,
2724.583,
2724.664
],
"decode_2048_steps": [
5448.719999999999,
5448.2699999999995,
5449.017000000001,
5449.075,
5448.448
],
"decode_4096_steps": [
10896.759,
10897.261999999999,
10896.876,
10897.074999999999,
10896.676
],
"decode_8192_steps": [
21793.333,
21792.888000000003,
21794.019,
21793.956000000002,
21793.093
],
"decode_16384_steps": [
43586.148,
43586.021,
43586.54,
43586.373,
43587.212
],
"decode_32768_steps": [
87172.264,
87172.132,
87172.403,
87171.115,
87169.122
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=32768, attn_map=mem_efficient)": {
"compile_32768_steps": [
68113.077,
66660.168,
66660.251,
66662.914,
66662.9
],
"decode_256_steps": [
521.325,
521.385,
521.3689999999999,
521.322,
521.384
],
"decode_512_steps": [
1042.089,
1041.942,
1042.018,
1042.069,
1042.143
],
"decode_1024_steps": [
2083.598,
2083.592,
2083.66,
2083.686,
2083.873
],
"decode_2048_steps": [
4166.736,
4166.26,
4166.308,
4166.726,
4166.629999999999
],
"decode_4096_steps": [
8332.427,
8333.224,
8333.289,
8332.802,
8332.588
],
"decode_8192_steps": [
16664.039,
16664.065000000002,
16662.478,
16662.927,
16663.28
],
"decode_16384_steps": [
33326.836,
33330.947,
33328.722,
33328.907999999996,
33329.535
],
"decode_32768_steps": [
66664.80799999999,
66652.967,
66657.032,
66666.398,
66662.999
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=32768, attn_map=flash)": {
"compile_32768_steps": [
44017.07,
42578.007,
42589.418000000005,
42588.873999999996,
42592.272000000004
],
"decode_256_steps": [
333.31300000000005,
333.052,
333.383,
333.173,
333.051
],
"decode_512_steps": [
665.892,
665.948,
665.9620000000001,
666.295,
665.8889999999999
],
"decode_1024_steps": [
1331.164,
1331.95,
1331.981,
1331.494,
1331.298
],
"decode_2048_steps": [
2662.587,
2662.7670000000003,
2662.3579999999997,
2663.234,
2662.804
],
"decode_4096_steps": [
5323.764999999999,
5324.913,
5323.464000000001,
5324.834,
5324.948
],
"decode_8192_steps": [
10648.993,
10648.459,
10649.685,
10650.024,
10649.368
],
"decode_16384_steps": [
21296.439,
21296.697,
21297.45,
21297.487,
21296.851
],
"decode_32768_steps": [
42595.577,
42594.549,
42595.191999999995,
42594.456,
42593.786
]
}
}