Hugging Face's logo

Datasets:
ydshieh
/
A100_benchmark_compile_sdpa

Dataset card Files Community
1
A100_benchmark_compile_sdpa / results_2.json
ydshieh's picture
ydshieh HF staff
Upload results_2.json with huggingface_hub
c88deac verified
raw
history blame
150 kB
{
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_256_steps": [
4093.7780000000002,
36.507,
36.208999999999996,
36.135,
35.975
],
"decode_256_steps": [
36.054,
35.87,
35.992000000000004,
35.756,
35.755
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_256_steps": [
1469.238,
35.821,
35.663,
35.801,
35.533
],
"decode_256_steps": [
35.621,
35.564,
35.424,
35.489,
35.306999999999995
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_256_steps": [
1479.508,
36.111999999999995,
36.266,
36.089999999999996,
35.595
],
"decode_256_steps": [
35.683,
35.725,
35.835,
35.795,
35.713
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_256_steps": [
7645.259,
37614.638999999996,
196.792,
39.376000000000005,
38.813
],
"decode_256_steps": [
38.589999999999996,
38.142,
37.898,
38.036,
38.233000000000004
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_256_steps": [
1861.73,
35032.437,
195.292,
38.041,
37.563
],
"decode_256_steps": [
37.369,
36.945,
36.589999999999996,
36.742,
36.836
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_256_steps": [
1876.373,
34921.044,
187.64000000000001,
38.441,
37.996
],
"decode_256_steps": [
37.612,
39.074,
37.305,
37.172999999999995,
37.074999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_256_steps": [
7469.59,
37605.632999999994,
205.983,
38.937,
38.778
],
"decode_256_steps": [
38.288000000000004,
37.97,
37.62,
38.099000000000004,
37.854
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_256_steps": [
1871.569,
35550.893000000004,
181.15800000000002,
38.974000000000004,
38.566
],
"decode_256_steps": [
38.089999999999996,
38.091,
37.951,
37.926,
37.759
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_256_steps": [
1890.333,
35085.809,
182.831,
38.803999999999995,
37.951
],
"decode_256_steps": [
37.484,
37.168,
37.318999999999996,
37.144999999999996,
37.01
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_256_steps": [
24664.78,
186.724,
38.558,
38.275999999999996,
37.892
],
"decode_256_steps": [
37.693,
37.652,
37.53,
37.506,
37.627
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_256_steps": [
19128.85,
180.219,
39.032,
38.328,
40.385999999999996
],
"decode_256_steps": [
39.473,
37.121,
37.056,
37.056,
37.064
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_256_steps": [
19056.458,
188.145,
38.295,
38.114000000000004,
37.836
],
"decode_256_steps": [
37.504000000000005,
37.510000000000005,
38.413000000000004,
37.333,
37.307
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_256_steps": [
15667.484999999999,
183.92600000000002,
37.702,
37.861,
37.492
],
"decode_256_steps": [
37.504000000000005,
37.635000000000005,
37.568999999999996,
37.494,
37.568999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_256_steps": [
10373.474999999999,
176.999,
37.32,
37.316,
36.893
],
"decode_256_steps": [
37.001,
36.532000000000004,
36.605,
36.537,
36.62
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_256_steps": [
10414.116999999998,
178.543,
37.144999999999996,
37.104,
36.893
],
"decode_256_steps": [
37.064,
36.501,
36.49,
36.474,
36.812999999999995
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_256_steps": [
11073.511999999999,
180.906,
37.642,
37.543,
37.223
],
"decode_256_steps": [
37.147,
36.952,
37.047,
37.055,
37.031
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_256_steps": [
6026.266,
170.667,
37.657999999999994,
37.568,
37.117999999999995
],
"decode_256_steps": [
37.058,
36.986,
36.962,
36.936,
36.934000000000005
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_256_steps": [
6036.18,
181.552,
37.11,
37.03,
38.434999999999995
],
"decode_256_steps": [
36.724,
36.589000000000006,
36.641,
36.851,
36.854
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_256_steps": [
8909.255,
176.82899999999998,
37.072,
37.083999999999996,
36.793
],
"decode_256_steps": [
36.711,
36.826,
36.623000000000005,
36.614,
36.649
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_256_steps": [
3880.59,
172.6,
37.464999999999996,
37.489000000000004,
37.025000000000006
],
"decode_256_steps": [
36.837,
36.742,
36.842,
36.712,
36.778
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_256_steps": [
3884.672,
175.10899999999998,
37.421,
37.162,
36.839
],
"decode_256_steps": [
37.012,
36.947,
36.793,
36.804,
36.862
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_256_steps": [
7728.044,
176.598,
36.974,
36.996,
36.759
],
"decode_256_steps": [
36.82,
36.727000000000004,
36.733000000000004,
37.053999999999995,
37.081999999999994
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_256_steps": [
2774.5969999999998,
170.958,
37.206,
37.236,
36.892
],
"decode_256_steps": [
36.785,
36.754000000000005,
36.644999999999996,
36.769000000000005,
36.689
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_256_steps": [
2799.0370000000003,
175.60999999999999,
36.992,
37.056,
36.696
],
"decode_256_steps": [
36.437,
36.355,
36.422999999999995,
36.579,
36.497
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_256_steps": [
7223.656,
185.866,
37.439,
37.453,
36.98
],
"decode_256_steps": [
37.021,
36.971,
36.988,
36.857,
36.927
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_256_steps": [
2253.961,
184.983,
37.547,
37.552,
37.166
],
"decode_256_steps": [
37.036,
36.98,
42.507000000000005,
39.133,
37.369
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_256_steps": [
2266.034,
176.578,
37.326,
36.909,
36.797000000000004
],
"decode_256_steps": [
36.727999999999994,
36.615,
36.94,
36.66,
36.748999999999995
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_256_steps": [
5275.603,
36.539,
36.505,
36.58,
36.274
],
"decode_256_steps": [
36.24,
36.342,
36.263,
36.122,
38.849000000000004
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_256_steps": [
1780.362,
36.655,
36.926,
36.646,
36.56
],
"decode_256_steps": [
36.233000000000004,
36.106,
36.064,
36.131,
36.04
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_256_steps": [
1783.329,
36.502,
36.537,
36.556,
36.376
],
"decode_256_steps": [
36.311,
36.178000000000004,
36.314,
36.419,
36.263999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_256_steps": [
4080.812,
37.94199999999999,
36.13,
36.269000000000005,
36.231
],
"decode_256_steps": [
35.986999999999995,
35.901,
36.121,
35.962,
35.958999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_256_steps": [
1505.091,
36.073,
36.151,
36.311,
35.858000000000004
],
"decode_256_steps": [
35.801,
35.64,
35.699,
35.839999999999996,
35.865
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_256_steps": [
1543.481,
36.299,
36.281,
36.349,
36.096000000000004
],
"decode_256_steps": [
36.158,
36.178000000000004,
35.974,
36.011,
35.913000000000004
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_512_steps": [
4168.816,
72.025,
71.757,
72.014,
73.51100000000001
],
"decode_256_steps": [
36.066,
35.839000000000006,
35.863,
35.875,
36.072
],
"decode_512_steps": [
71.68599999999999,
71.65299999999999,
71.667,
71.73599999999999,
71.492
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_512_steps": [
1504.007,
71.744,
70.951,
70.857,
70.744
],
"decode_256_steps": [
35.69,
35.548,
35.51,
35.527,
35.388999999999996
],
"decode_512_steps": [
70.703,
70.679,
70.65,
70.58200000000001,
70.80799999999999
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_512_steps": [
1512.913,
73.352,
72.047,
72.257,
72.28800000000001
],
"decode_256_steps": [
36.0,
36.115,
35.947,
35.943999999999996,
36.291999999999994
],
"decode_512_steps": [
72.479,
72.181,
72.09500000000001,
75.407,
71.864
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_512_steps": [
7823.792,
76531.16500000001,
246.48000000000002,
78.038,
76.646
],
"decode_256_steps": [
38.361,
38.186,
37.837999999999994,
37.931,
37.78
],
"decode_512_steps": [
76.751,
77.66199999999999,
77.157,
76.80199999999999,
77.40700000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_512_steps": [
2010.2579999999998,
71313.409,
236.65800000000002,
76.46,
75.309
],
"decode_256_steps": [
37.937,
37.622,
37.448,
37.766,
37.73
],
"decode_512_steps": [
75.58800000000001,
75.47800000000001,
75.855,
75.92599999999999,
75.46799999999999
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_512_steps": [
2021.2189999999998,
71291.25600000001,
243.88299999999998,
76.424,
75.82700000000001
],
"decode_256_steps": [
37.830999999999996,
37.484,
37.227999999999994,
37.153999999999996,
37.034
],
"decode_512_steps": [
74.977,
74.928,
75.001,
74.947,
75.599
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_512_steps": [
7627.927,
76443.636,
248.19299999999998,
78.428,
78.33900000000001
],
"decode_256_steps": [
39.190000000000005,
38.764,
38.275999999999996,
38.059999999999995,
38.037
],
"decode_512_steps": [
77.467,
78.064,
77.936,
78.178,
77.984
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_512_steps": [
2068.3940000000002,
70765.48800000001,
240.621,
77.364,
76.84
],
"decode_256_steps": [
37.844,
37.574999999999996,
37.457,
37.271,
37.138
],
"decode_512_steps": [
75.438,
75.379,
74.926,
74.809,
75.865
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_512_steps": [
2031.3680000000002,
71168.755,
234.233,
77.236,
76.61800000000001
],
"decode_256_steps": [
38.565000000000005,
38.299,
38.028,
37.805,
37.861
],
"decode_512_steps": [
77.817,
86.101,
76.016,
75.808,
75.57600000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_512_steps": [
43375.507,
232.148,
77.488,
76.857,
77.452
],
"decode_256_steps": [
38.335,
38.147,
38.095,
38.001,
37.543
],
"decode_512_steps": [
75.879,
75.736,
75.414,
75.715,
75.32
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_512_steps": [
37047.146,
228.719,
75.82600000000001,
74.791,
74.741
],
"decode_256_steps": [
37.327,
41.922000000000004,
42.973,
37.038000000000004,
36.812
],
"decode_512_steps": [
74.465,
74.309,
73.89,
73.821,
74.277
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_512_steps": [
36648.714,
236.367,
75.76299999999999,
74.98299999999999,
75.158
],
"decode_256_steps": [
37.481,
37.449000000000005,
37.127,
37.117,
42.829
],
"decode_512_steps": [
80.125,
74.244,
74.824,
74.92500000000001,
74.757
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_512_steps": [
25872.895,
243.777,
87.97099999999999,
77.153,
77.674
],
"decode_256_steps": [
38.106,
37.851000000000006,
37.915,
37.843,
38.095
],
"decode_512_steps": [
75.934,
75.997,
75.596,
76.148,
76.382
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_512_steps": [
19149.813000000002,
217.18599999999998,
75.753,
75.726,
75.657
],
"decode_256_steps": [
37.68,
37.553999999999995,
37.568,
37.472,
37.674
],
"decode_512_steps": [
75.732,
75.354,
75.21700000000001,
75.102,
74.799
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_512_steps": [
19395.747,
222.65099999999998,
74.767,
74.16499999999999,
73.80499999999999
],
"decode_256_steps": [
36.886,
36.763,
36.894000000000005,
36.827,
36.794
],
"decode_512_steps": [
74.078,
74.578,
74.15299999999999,
73.821,
74.199
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_512_steps": [
16081.077000000001,
222.795,
74.85700000000001,
74.769,
74.85300000000001
],
"decode_256_steps": [
37.537,
37.355,
37.267,
37.371,
37.453
],
"decode_512_steps": [
74.879,
75.082,
74.85799999999999,
74.98100000000001,
74.505
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_512_steps": [
10493.463,
218.639,
74.533,
74.12100000000001,
76.97
],
"decode_256_steps": [
37.636,
37.051,
37.016,
37.046,
37.006
],
"decode_512_steps": [
74.05399999999999,
73.816,
73.97,
73.73,
74.129
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_512_steps": [
10447.371000000001,
213.23,
75.35799999999999,
74.244,
74.115
],
"decode_256_steps": [
37.367,
37.157999999999994,
37.113,
37.081999999999994,
36.970000000000006
],
"decode_512_steps": [
74.886,
76.923,
79.516,
73.952,
73.70500000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_512_steps": [
11652.119,
219.505,
73.613,
73.794,
73.86
],
"decode_256_steps": [
36.869,
36.574000000000005,
36.687,
36.976,
36.737
],
"decode_512_steps": [
73.509,
73.256,
73.061,
73.16799999999999,
73.088
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_512_steps": [
6049.986,
215.953,
76.19,
74.574,
74.242
],
"decode_256_steps": [
37.066,
36.786,
37.0,
36.824999999999996,
41.435
],
"decode_512_steps": [
73.6,
73.544,
73.494,
73.587,
73.468
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_512_steps": [
6051.062,
213.753,
74.048,
73.845,
73.491
],
"decode_256_steps": [
36.85,
36.799,
36.783,
36.99,
36.786
],
"decode_512_steps": [
73.59100000000001,
73.572,
73.722,
73.572,
73.364
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_512_steps": [
9279.889000000001,
216.089,
74.068,
73.75099999999999,
73.68299999999999
],
"decode_256_steps": [
37.109,
37.089999999999996,
37.150000000000006,
37.192,
37.317
],
"decode_512_steps": [
74.218,
76.992,
78.696,
74.682,
74.936
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_512_steps": [
3922.886,
231.16400000000002,
73.937,
73.992,
74.545
],
"decode_256_steps": [
40.79,
38.286,
37.330000000000005,
37.347,
37.222
],
"decode_512_steps": [
74.20400000000001,
74.227,
74.018,
74.048,
73.931
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_512_steps": [
3933.779,
210.41899999999998,
73.81500000000001,
73.387,
76.516
],
"decode_256_steps": [
42.225,
36.664,
36.693999999999996,
36.687,
36.641
],
"decode_512_steps": [
73.358,
73.147,
73.01,
73.05499999999999,
73.129
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_512_steps": [
8168.321000000001,
221.438,
74.298,
74.28999999999999,
74.32900000000001
],
"decode_256_steps": [
37.449000000000005,
37.449000000000005,
37.211,
37.144000000000005,
37.288000000000004
],
"decode_512_steps": [
74.37100000000001,
74.30799999999999,
74.181,
74.094,
74.31500000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_512_steps": [
2832.231,
208.735,
74.156,
73.936,
73.91499999999999
],
"decode_256_steps": [
37.214999999999996,
37.087,
37.177,
37.071,
37.065
],
"decode_512_steps": [
74.101,
74.348,
73.676,
73.71,
73.505
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_512_steps": [
2856.9559999999997,
211.023,
74.007,
73.534,
73.521
],
"decode_256_steps": [
36.935,
36.903999999999996,
36.826,
37.017,
37.017
],
"decode_512_steps": [
73.717,
75.299,
75.771,
75.61,
73.81500000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_512_steps": [
7596.444,
215.733,
74.595,
74.277,
74.167
],
"decode_256_steps": [
37.485,
37.54,
37.503,
37.406,
37.157999999999994
],
"decode_512_steps": [
74.402,
74.131,
73.994,
74.345,
75.799
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_512_steps": [
2280.156,
217.578,
74.16,
74.128,
74.42
],
"decode_256_steps": [
45.425,
40.829,
37.285,
37.143,
37.106
],
"decode_512_steps": [
74.06,
74.20100000000001,
74.006,
74.416,
74.17500000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_512_steps": [
2295.2,
210.91899999999998,
73.68900000000001,
73.311,
73.24
],
"decode_256_steps": [
36.804,
36.687,
36.81,
36.627,
36.720000000000006
],
"decode_512_steps": [
73.181,
73.339,
73.09599999999999,
73.286,
84.07199999999999
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_512_steps": [
5373.543,
73.46,
74.83099999999999,
73.753,
75.75999999999999
],
"decode_256_steps": [
40.009,
36.573,
36.726,
36.473,
36.413000000000004
],
"decode_512_steps": [
73.281,
73.13300000000001,
73.209,
73.061,
73.245
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_512_steps": [
1809.721,
74.062,
74.836,
73.87100000000001,
73.475
],
"decode_256_steps": [
36.721999999999994,
36.848,
36.835,
36.782000000000004,
36.719
],
"decode_512_steps": [
73.544,
73.374,
73.247,
73.445,
73.282
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_512_steps": [
1815.993,
74.171,
73.328,
78.998,
82.619
],
"decode_256_steps": [
36.537,
36.778999999999996,
36.485,
36.518,
36.367
],
"decode_512_steps": [
73.13600000000001,
73.17899999999999,
73.60600000000001,
72.948,
72.879
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_512_steps": [
4140.704000000001,
73.937,
73.26599999999999,
72.965,
73.20100000000001
],
"decode_256_steps": [
36.659,
36.703,
36.509,
36.477999999999994,
36.595000000000006
],
"decode_512_steps": [
73.02,
72.795,
72.95100000000001,
72.907,
72.921
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_512_steps": [
1562.2469999999998,
73.084,
71.877,
72.90599999999999,
75.384
],
"decode_256_steps": [
36.08,
38.202,
36.106,
36.028999999999996,
36.004
],
"decode_512_steps": [
71.797,
71.53800000000001,
71.64800000000001,
71.754,
71.73400000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_512_steps": [
1547.945,
73.492,
72.53099999999999,
72.527,
72.5
],
"decode_256_steps": [
36.291999999999994,
36.582,
36.341,
36.416999999999994,
36.3
],
"decode_512_steps": [
72.892,
74.602,
72.297,
72.4,
72.162
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_1024_steps": [
4239.295,
140.81099999999998,
140.53,
140.823,
140.403
],
"decode_256_steps": [
35.272999999999996,
35.278999999999996,
35.164,
35.184,
35.153999999999996
],
"decode_512_steps": [
76.09100000000001,
74.455,
76.524,
74.02300000000001,
71.035
],
"decode_1024_steps": [
142.091,
141.48,
141.91400000000002,
141.565,
142.595
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_1024_steps": [
1584.609,
142.609,
142.646,
142.487,
156.679
],
"decode_256_steps": [
36.337,
35.666000000000004,
35.793,
35.724,
35.626
],
"decode_512_steps": [
71.154,
71.003,
71.407,
71.081,
71.044
],
"decode_1024_steps": [
141.996,
141.91500000000002,
141.935,
141.674,
141.93900000000002
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_1024_steps": [
1609.707,
141.892,
141.13400000000001,
141.858,
141.732
],
"decode_256_steps": [
35.684,
35.442,
35.26,
35.429,
35.541000000000004
],
"decode_512_steps": [
70.63600000000001,
79.902,
70.43900000000001,
70.37100000000001,
70.657
],
"decode_1024_steps": [
141.23,
141.107,
141.487,
140.964,
141.922
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_1024_steps": [
8245.832999999999,
157433.191,
378.436,
188.287,
184.559
],
"decode_256_steps": [
39.091,
38.849000000000004,
38.639,
38.650999999999996,
38.549
],
"decode_512_steps": [
77.345,
77.866,
78.503,
78.403,
78.46499999999999
],
"decode_1024_steps": [
185.81,
184.148,
184.63,
184.5,
185.116
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_1024_steps": [
2253.39,
147144.19,
332.896,
155.048,
154.76999999999998
],
"decode_256_steps": [
38.771,
38.273,
37.873,
37.869,
37.736
],
"decode_512_steps": [
75.934,
75.725,
80.02199999999999,
79.04799999999999,
75.595
],
"decode_1024_steps": [
154.148,
152.506,
153.90699999999998,
153.46,
153.863
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_1024_steps": [
2311.047,
147252.332,
335.69100000000003,
152.84,
153.044
],
"decode_256_steps": [
38.214999999999996,
37.924,
37.452,
37.051,
36.899
],
"decode_512_steps": [
75.488,
75.07900000000001,
74.891,
75.47099999999999,
75.212
],
"decode_1024_steps": [
153.26899999999998,
152.252,
152.68200000000002,
152.561,
152.506
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_1024_steps": [
8096.144,
157853.68500000003,
383.242,
185.06,
185.21699999999998
],
"decode_256_steps": [
39.343999999999994,
38.677,
37.96,
37.762,
37.544000000000004
],
"decode_512_steps": [
77.063,
76.986,
77.419,
77.42200000000001,
77.409
],
"decode_1024_steps": [
185.48899999999998,
184.647,
184.408,
184.554,
184.45600000000002
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_1024_steps": [
2256.304,
146376.286,
345.032,
156.071,
163.16400000000002
],
"decode_256_steps": [
38.726,
38.601000000000006,
38.229,
37.852999999999994,
37.513999999999996
],
"decode_512_steps": [
75.90299999999999,
76.053,
76.08800000000001,
76.44,
75.999
],
"decode_1024_steps": [
154.506,
153.96699999999998,
152.871,
153.196,
153.318
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_1024_steps": [
2306.0480000000002,
147124.993,
338.429,
156.092,
156.036
],
"decode_256_steps": [
39.101,
39.822,
38.295,
37.905,
37.748
],
"decode_512_steps": [
76.715,
76.856,
76.57600000000001,
76.442,
76.82300000000001
],
"decode_1024_steps": [
157.233,
155.801,
155.282,
154.722,
153.59900000000002
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_1024_steps": [
81271.33,
364.261,
182.131,
181.581,
181.454
],
"decode_256_steps": [
38.922,
37.919000000000004,
37.402,
37.391,
37.413000000000004
],
"decode_512_steps": [
76.101,
76.50500000000001,
75.949,
75.961,
76.272
],
"decode_1024_steps": [
180.769,
181.26999999999998,
183.428,
181.12800000000001,
181.18699999999998
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_1024_steps": [
72875.40400000001,
321.732,
152.5,
153.293,
151.899
],
"decode_256_steps": [
38.205999999999996,
37.655,
37.428999999999995,
37.38699999999999,
37.839999999999996
],
"decode_512_steps": [
75.19099999999999,
75.242,
74.97099999999999,
75.099,
76.549
],
"decode_1024_steps": [
151.62300000000002,
151.172,
152.15200000000002,
151.993,
152.694
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_1024_steps": [
72553.74,
314.315,
153.621,
149.742,
148.868
],
"decode_256_steps": [
37.451,
37.112,
36.928999999999995,
36.922999999999995,
36.869
],
"decode_512_steps": [
74.266,
73.968,
73.801,
73.634,
73.537
],
"decode_1024_steps": [
150.696,
149.60999999999999,
148.81900000000002,
149.315,
149.603
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_1024_steps": [
44240.794,
336.96500000000003,
173.735,
168.577,
169.39399999999998
],
"decode_256_steps": [
37.665,
37.419000000000004,
37.212,
37.134,
37.094
],
"decode_512_steps": [
74.651,
74.644,
74.595,
78.131,
74.92999999999999
],
"decode_1024_steps": [
167.685,
168.297,
168.185,
168.127,
168.18
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_1024_steps": [
37053.14,
307.696,
149.53900000000002,
148.946,
148.469
],
"decode_256_steps": [
37.311,
37.074999999999996,
37.047999999999995,
37.083,
37.112
],
"decode_512_steps": [
74.02799999999999,
73.834,
74.1,
74.022,
77.168
],
"decode_1024_steps": [
147.901,
148.196,
147.881,
147.749,
151.011
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_1024_steps": [
36872.265,
299.111,
153.28900000000002,
147.189,
147.036
],
"decode_256_steps": [
36.768,
36.464000000000006,
36.437,
36.468,
36.476
],
"decode_512_steps": [
73.025,
72.73100000000001,
73.88799999999999,
72.885,
72.825
],
"decode_1024_steps": [
146.097,
145.737,
146.214,
146.899,
160.258
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_1024_steps": [
25661.5,
312.592,
153.078,
150.605,
150.421
],
"decode_256_steps": [
37.181,
36.988,
37.109,
36.68,
37.059000000000005
],
"decode_512_steps": [
74.339,
73.759,
78.886,
79.398,
74.534
],
"decode_1024_steps": [
150.62800000000001,
150.584,
150.833,
157.67000000000002,
150.648
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_1024_steps": [
19295.246,
296.708,
147.77499999999998,
147.75,
150.88899999999998
],
"decode_256_steps": [
36.958,
36.689,
36.672000000000004,
36.549,
36.615
],
"decode_512_steps": [
73.36800000000001,
73.232,
73.20599999999999,
73.097,
73.042
],
"decode_1024_steps": [
146.75900000000001,
147.941,
147.41199999999998,
147.441,
149.21599999999998
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_1024_steps": [
19589.238999999998,
290.969,
148.924,
148.175,
148.487
],
"decode_256_steps": [
40.702000000000005,
37.159,
37.133,
37.021,
36.898
],
"decode_512_steps": [
74.35799999999999,
74.473,
74.323,
73.798,
74.586
],
"decode_1024_steps": [
151.817,
147.626,
147.48,
147.95600000000002,
147.97199999999998
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_1024_steps": [
16265.841000000002,
305.211,
149.32799999999997,
149.22,
149.982
],
"decode_256_steps": [
37.912,
37.193999999999996,
37.13,
37.498,
37.962
],
"decode_512_steps": [
74.908,
74.517,
75.21600000000001,
75.27300000000001,
75.14800000000001
],
"decode_1024_steps": [
149.31,
149.225,
149.106,
149.338,
149.72199999999998
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_1024_steps": [
10483.106,
289.154,
147.865,
148.372,
147.519
],
"decode_256_steps": [
37.177,
39.635999999999996,
37.553000000000004,
37.138999999999996,
37.042
],
"decode_512_steps": [
74.39999999999999,
73.327,
73.473,
73.515,
72.968
],
"decode_1024_steps": [
152.376,
146.297,
146.292,
146.456,
146.208
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_1024_steps": [
10605.143,
307.58000000000004,
149.4,
148.49200000000002,
148.74499999999998
],
"decode_256_steps": [
37.211,
37.035,
36.986,
36.93,
36.892
],
"decode_512_steps": [
73.91799999999999,
73.99799999999999,
74.035,
74.037,
74.271
],
"decode_1024_steps": [
148.041,
154.869,
148.452,
148.26500000000001,
148.59
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_1024_steps": [
11643.681,
302.193,
154.782,
149.901,
149.697
],
"decode_256_steps": [
37.409,
37.157000000000004,
37.848,
37.388999999999996,
37.206
],
"decode_512_steps": [
74.61800000000001,
74.67999999999999,
74.39,
74.62100000000001,
74.45400000000001
],
"decode_1024_steps": [
150.578,
148.631,
151.057,
148.503,
148.465
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_1024_steps": [
6165.009999999999,
293.628,
148.82799999999997,
148.85899999999998,
149.12800000000001
],
"decode_256_steps": [
37.449999999999996,
37.363,
37.065,
37.07,
36.963
],
"decode_512_steps": [
74.045,
73.98599999999999,
73.92,
73.822,
74.059
],
"decode_1024_steps": [
148.15300000000002,
148.24699999999999,
148.272,
148.41899999999998,
149.754
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_1024_steps": [
6137.142,
290.972,
147.542,
147.52,
148.46699999999998
],
"decode_256_steps": [
36.619,
36.468,
36.353,
36.261,
60.01
],
"decode_512_steps": [
72.131,
72.108,
71.931,
72.037,
71.915
],
"decode_1024_steps": [
144.32600000000002,
144.13400000000001,
152.288,
145.94199999999998,
145.483
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_1024_steps": [
9382.113000000001,
299.30400000000003,
147.62800000000001,
147.29700000000003,
147.35500000000002
],
"decode_256_steps": [
37.388999999999996,
36.922000000000004,
36.85,
36.85,
36.761
],
"decode_512_steps": [
73.771,
73.624,
73.49,
74.58,
73.698
],
"decode_1024_steps": [
147.429,
147.038,
147.014,
146.54600000000002,
146.293
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_1024_steps": [
4025.2889999999998,
288.723,
146.635,
146.63899999999998,
151.337
],
"decode_256_steps": [
36.74,
36.672000000000004,
36.786,
37.074000000000005,
36.818
],
"decode_512_steps": [
73.15299999999999,
73.224,
73.15299999999999,
73.171,
73.325
],
"decode_1024_steps": [
146.15800000000002,
147.96699999999998,
146.273,
146.35600000000002,
146.224
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_1024_steps": [
4013.557,
296.748,
148.175,
147.94899999999998,
147.51600000000002
],
"decode_256_steps": [
36.981,
36.958999999999996,
36.806,
36.755,
36.842
],
"decode_512_steps": [
73.828,
73.494,
74.56599999999999,
73.628,
74.43299999999999
],
"decode_1024_steps": [
147.115,
147.29,
147.07999999999998,
146.727,
147.273
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_1024_steps": [
8245.473,
309.743,
149.769,
149.897,
150.405
],
"decode_256_steps": [
37.879000000000005,
37.258,
37.315,
36.992999999999995,
37.19
],
"decode_512_steps": [
73.94000000000001,
74.06500000000001,
73.974,
74.202,
74.321
],
"decode_1024_steps": [
148.327,
150.394,
154.458,
148.783,
148.666
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_1024_steps": [
2893.558,
291.451,
147.99200000000002,
146.675,
146.50900000000001
],
"decode_256_steps": [
36.917,
36.513,
36.725,
36.636,
36.434000000000005
],
"decode_512_steps": [
73.267,
73.161,
73.164,
72.985,
73.16499999999999
],
"decode_1024_steps": [
146.64,
151.038,
146.737,
146.385,
146.475
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_1024_steps": [
3012.758,
290.98400000000004,
147.098,
146.517,
146.29600000000002
],
"decode_256_steps": [
36.753,
36.696,
36.559000000000005,
36.445,
36.473
],
"decode_512_steps": [
72.979,
73.092,
73.25099999999999,
73.037,
73.12100000000001
],
"decode_1024_steps": [
146.024,
145.903,
145.73,
146.291,
146.214
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_1024_steps": [
7621.265,
307.789,
149.88899999999998,
149.00900000000001,
148.752
],
"decode_256_steps": [
37.356,
37.272,
37.278,
37.453,
37.35
],
"decode_512_steps": [
74.962,
74.905,
74.76299999999999,
75.522,
74.571
],
"decode_1024_steps": [
148.35899999999998,
149.46699999999998,
148.727,
148.661,
148.528
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_1024_steps": [
2346.877,
296.114,
147.501,
147.047,
146.818
],
"decode_256_steps": [
36.893,
36.635,
36.637,
39.72,
36.717
],
"decode_512_steps": [
73.117,
74.12100000000001,
73.45500000000001,
73.324,
73.526
],
"decode_1024_steps": [
146.66199999999998,
146.156,
145.90800000000002,
154.973,
146.636
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_1024_steps": [
2357.7340000000004,
285.579,
147.058,
146.773,
146.701
],
"decode_256_steps": [
36.92,
36.58,
36.617999999999995,
36.69,
36.712
],
"decode_512_steps": [
73.249,
73.617,
73.768,
74.037,
73.919
],
"decode_1024_steps": [
147.256,
147.13899999999998,
146.30499999999998,
146.77599999999998,
146.56900000000002
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_1024_steps": [
5410.987999999999,
146.27,
146.204,
146.166,
146.096
],
"decode_256_steps": [
36.547000000000004,
36.289,
36.25,
36.265,
36.113
],
"decode_512_steps": [
72.385,
72.412,
72.336,
72.52,
72.452
],
"decode_1024_steps": [
145.632,
147.399,
147.18200000000002,
146.50900000000001,
146.534
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_1024_steps": [
1879.613,
145.673,
145.353,
145.393,
145.286
],
"decode_256_steps": [
36.299,
36.289,
36.236,
36.287,
36.271
],
"decode_512_steps": [
72.36099999999999,
72.57,
72.64800000000001,
72.529,
72.462
],
"decode_1024_steps": [
145.303,
145.18,
149.59300000000002,
145.345,
150.054
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_1024_steps": [
1956.518,
146.415,
143.891,
146.137,
143.464
],
"decode_256_steps": [
35.899,
35.755,
35.738,
35.76,
35.734
],
"decode_512_steps": [
71.337,
71.467,
71.52699999999999,
71.54299999999999,
71.336
],
"decode_1024_steps": [
143.833,
143.339,
145.536,
143.582,
143.619
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_1024_steps": [
4212.103,
151.43200000000002,
146.871,
146.674,
145.91899999999998
],
"decode_256_steps": [
36.7,
36.561,
36.723,
36.661,
36.687
],
"decode_512_steps": [
73.159,
73.191,
73.37599999999999,
73.115,
76.543
],
"decode_1024_steps": [
149.837,
146.781,
146.215,
146.559,
146.482
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_1024_steps": [
1610.5149999999999,
145.228,
148.444,
143.146,
143.14
],
"decode_256_steps": [
35.887,
35.882999999999996,
35.785,
35.74,
35.708999999999996
],
"decode_512_steps": [
71.387,
71.49600000000001,
71.286,
71.64099999999999,
71.56400000000001
],
"decode_1024_steps": [
142.881,
145.513,
142.598,
142.348,
142.434
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_1024_steps": [
1624.6609999999998,
142.596,
142.607,
142.797,
148.793
],
"decode_256_steps": [
35.528999999999996,
35.324,
35.392,
35.531,
35.415
],
"decode_512_steps": [
70.554,
70.507,
70.701,
70.669,
70.647
],
"decode_1024_steps": [
142.934,
143.417,
148.314,
144.112,
143.785
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_2048_steps": [
4576.961,
426.27700000000004,
426.349,
426.413,
426.197
],
"decode_256_steps": [
53.443999999999996,
53.472,
53.486,
53.432,
53.419000000000004
],
"decode_512_steps": [
106.705,
106.766,
106.64500000000001,
106.66499999999999,
106.656
],
"decode_1024_steps": [
213.37300000000002,
213.24499999999998,
213.24699999999999,
213.287,
213.298
],
"decode_2048_steps": [
426.265,
426.238,
426.378,
426.29499999999996,
426.359
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_2048_steps": [
1911.243,
461.019,
460.824,
460.924,
460.792
],
"decode_256_steps": [
57.802,
57.864,
57.756,
57.727000000000004,
57.72
],
"decode_512_steps": [
115.286,
115.28099999999999,
115.282,
115.324,
115.428
],
"decode_1024_steps": [
230.39399999999998,
230.64499999999998,
230.434,
230.447,
230.69799999999998
],
"decode_2048_steps": [
460.77000000000004,
460.659,
460.528,
460.685,
460.75
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_2048_steps": [
1783.2559999999999,
314.68800000000005,
315.369,
314.513,
314.574
],
"decode_256_steps": [
39.513,
39.47,
39.445,
39.445,
39.479
],
"decode_512_steps": [
78.77499999999999,
78.761,
78.724,
78.857,
78.82300000000001
],
"decode_1024_steps": [
157.392,
157.444,
157.369,
157.355,
157.32999999999998
],
"decode_2048_steps": [
314.592,
314.701,
314.638,
314.46000000000004,
314.69399999999996
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_2048_steps": [
9722.927,
332890.11799999996,
815.154,
612.179,
611.657
],
"decode_256_steps": [
40.042,
39.300000000000004,
38.989000000000004,
38.652,
38.54
],
"decode_512_steps": [
85.493,
89.905,
85.596,
85.56800000000001,
85.548
],
"decode_1024_steps": [
211.71499999999997,
212.406,
212.27599999999998,
218.62400000000002,
212.478
],
"decode_2048_steps": [
611.391,
611.589,
611.611,
611.495,
611.912
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_2048_steps": [
2803.2200000000003,
312002.62,
556.483,
355.507,
354.934
],
"decode_256_steps": [
38.193999999999996,
37.888999999999996,
37.477999999999994,
37.619,
37.297
],
"decode_512_steps": [
74.81400000000001,
75.004,
74.82,
74.84100000000001,
74.889
],
"decode_1024_steps": [
152.284,
152.73600000000002,
161.498,
156.694,
152.738
],
"decode_2048_steps": [
353.26,
354.186,
354.36899999999997,
354.237,
353.92
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_2048_steps": [
2862.811,
312137.669,
545.918,
307.754,
308.552
],
"decode_256_steps": [
38.795,
38.559000000000005,
40.069,
37.949,
37.599000000000004
],
"decode_512_steps": [
75.806,
76.02799999999999,
76.408,
76.507,
76.126
],
"decode_1024_steps": [
152.531,
152.984,
152.87,
154.46699999999998,
152.408
],
"decode_2048_steps": [
305.153,
305.531,
304.942,
305.333,
305.07800000000003
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_2048_steps": [
8924.231000000002,
332420.664,
816.801,
612.386,
612.198
],
"decode_256_steps": [
38.803,
38.623999999999995,
40.162000000000006,
40.682,
38.358999999999995
],
"decode_512_steps": [
85.658,
85.45800000000001,
85.351,
85.175,
85.14099999999999
],
"decode_1024_steps": [
212.02599999999998,
212.38899999999998,
212.421,
212.401,
212.161
],
"decode_2048_steps": [
611.7660000000001,
611.8249999999999,
612.854,
611.736,
611.9
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_2048_steps": [
2815.5350000000003,
308819.772,
546.1049999999999,
349.57500000000005,
349.694
],
"decode_256_steps": [
36.026,
37.117,
35.064,
34.681999999999995,
34.616
],
"decode_512_steps": [
70.56700000000001,
70.413,
70.106,
70.06800000000001,
70.081
],
"decode_1024_steps": [
146.82700000000003,
147.923,
148.214,
148.04600000000002,
147.99200000000002
],
"decode_2048_steps": [
348.74699999999996,
349.183,
349.819,
350.01,
350.15000000000003
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_2048_steps": [
2849.815,
307805.70399999997,
526.449,
305.702,
299.327
],
"decode_256_steps": [
36.613,
36.141,
35.846000000000004,
35.324,
35.102000000000004
],
"decode_512_steps": [
71.036,
71.57900000000001,
71.608,
71.10900000000001,
70.509
],
"decode_1024_steps": [
142.279,
143.407,
143.30100000000002,
146.513,
144.32
],
"decode_2048_steps": [
292.89500000000004,
292.965,
292.168,
292.231,
291.928
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_2048_steps": [
160195.75900000002,
794.415,
604.6709999999999,
604.489,
604.317
],
"decode_256_steps": [
38.448,
38.035,
37.856,
37.808,
37.583
],
"decode_512_steps": [
84.101,
84.257,
84.387,
84.35199999999999,
86.732
],
"decode_1024_steps": [
209.07,
209.204,
209.553,
209.35500000000002,
209.45
],
"decode_2048_steps": [
604.437,
604.246,
604.204,
604.197,
604.266
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_2048_steps": [
147092.213,
529.608,
350.284,
349.148,
349.89799999999997
],
"decode_256_steps": [
35.978,
35.645999999999994,
35.458000000000006,
35.18,
35.094
],
"decode_512_steps": [
70.801,
70.826,
71.265,
71.01100000000001,
72.727
],
"decode_1024_steps": [
161.971,
152.965,
147.393,
147.341,
147.395
],
"decode_2048_steps": [
349.027,
349.031,
349.098,
349.303,
351.006
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_2048_steps": [
147504.136,
484.971,
291.925,
292.806,
292.327
],
"decode_256_steps": [
36.356,
36.086,
36.083999999999996,
35.935,
35.615
],
"decode_512_steps": [
71.294,
71.524,
70.94300000000001,
70.909,
71.608
],
"decode_1024_steps": [
142.16400000000002,
142.117,
142.536,
142.93,
143.017
],
"decode_2048_steps": [
298.209,
291.605,
292.06100000000004,
291.704,
291.78900000000004
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_2048_steps": [
82915.67499999999,
725.6270000000001,
543.759,
543.8159999999999,
543.689
],
"decode_256_steps": [
37.881,
37.400999999999996,
37.256,
37.204,
37.282999999999994
],
"decode_512_steps": [
80.959,
80.993,
80.951,
81.251,
81.149
],
"decode_1024_steps": [
194.93099999999998,
194.997,
195.03699999999998,
195.05800000000002,
195.046
],
"decode_2048_steps": [
543.639,
543.577,
543.5649999999999,
543.633,
543.692
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_2048_steps": [
73532.523,
507.37600000000003,
351.656,
351.88399999999996,
350.469
],
"decode_256_steps": [
36.661,
36.318999999999996,
36.227000000000004,
36.37,
36.388999999999996
],
"decode_512_steps": [
72.41799999999999,
72.309,
72.39099999999999,
72.64099999999999,
74.60300000000001
],
"decode_1024_steps": [
148.739,
148.925,
149.121,
149.362,
149.494
],
"decode_2048_steps": [
355.06300000000005,
350.283,
350.08,
351.64099999999996,
350.53299999999996
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_2048_steps": [
73497.749,
472.01500000000004,
299.763,
294.92400000000004,
294.75600000000003
],
"decode_256_steps": [
36.755,
36.408,
36.161,
38.896,
37.695
],
"decode_512_steps": [
74.195,
73.16,
73.55799999999999,
73.734,
73.372
],
"decode_1024_steps": [
146.764,
147.63299999999998,
147.067,
150.668,
147.34
],
"decode_2048_steps": [
298.056,
297.072,
297.238,
297.344,
297.048
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_2048_steps": [
44755.717,
585.23,
420.846,
420.753,
421.20000000000005
],
"decode_256_steps": [
37.756,
37.127,
37.05,
37.001,
36.981
],
"decode_512_steps": [
78.038,
84.67099999999999,
74.82300000000001,
74.854,
74.828
],
"decode_1024_steps": [
166.89399999999998,
166.686,
166.816,
166.755,
169.939
],
"decode_2048_steps": [
420.995,
420.958,
420.927,
420.98400000000004,
420.768
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_2048_steps": [
37673.814,
501.52399999999994,
352.196,
355.18300000000005,
351.89
],
"decode_256_steps": [
36.787,
36.501,
36.439,
36.386,
36.208999999999996
],
"decode_512_steps": [
72.507,
72.593,
74.49300000000001,
73.083,
72.976
],
"decode_1024_steps": [
150.444,
149.75,
150.197,
150.204,
149.805
],
"decode_2048_steps": [
350.92400000000004,
351.645,
351.63899999999995,
351.96,
351.053
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_2048_steps": [
37282.710999999996,
457.272,
299.399,
318.044,
294.111
],
"decode_256_steps": [
36.358000000000004,
36.085,
36.303000000000004,
36.477000000000004,
35.924
],
"decode_512_steps": [
71.953,
71.838,
71.566,
71.464,
71.247
],
"decode_1024_steps": [
143.508,
143.476,
143.544,
155.733,
151.82000000000002
],
"decode_2048_steps": [
293.512,
293.28,
297.619,
294.59200000000004,
293.266
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_2048_steps": [
25713.13,
537.047,
380.944,
381.187,
381.195
],
"decode_256_steps": [
37.657000000000004,
37.375,
37.24,
37.195,
37.163000000000004
],
"decode_512_steps": [
74.741,
74.599,
74.788,
74.703,
74.571
],
"decode_1024_steps": [
158.719,
159.972,
159.141,
158.988,
159.29
],
"decode_2048_steps": [
380.94800000000004,
382.828,
380.813,
380.85400000000004,
381.072
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_2048_steps": [
19792.503,
517.505,
352.95500000000004,
352.50399999999996,
352.315
],
"decode_256_steps": [
37.392,
36.848,
36.665000000000006,
36.638,
36.699000000000005
],
"decode_512_steps": [
73.41799999999999,
73.25099999999999,
73.506,
73.44000000000001,
73.226
],
"decode_1024_steps": [
150.764,
154.024,
149.555,
149.522,
149.293
],
"decode_2048_steps": [
350.206,
357.166,
351.584,
351.934,
353.01500000000004
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_2048_steps": [
19569.893,
441.463,
297.562,
298.973,
298.768
],
"decode_256_steps": [
37.044000000000004,
36.849,
36.854,
36.679,
36.804
],
"decode_512_steps": [
73.586,
73.46900000000001,
73.365,
73.59100000000001,
73.48
],
"decode_1024_steps": [
147.29500000000002,
146.831,
147.769,
146.317,
146.294
],
"decode_2048_steps": [
296.361,
297.171,
296.856,
296.536,
296.182
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_2048_steps": [
16743.081,
561.1800000000001,
387.35,
387.876,
387.09
],
"decode_256_steps": [
37.519,
37.307,
37.085,
37.097,
37.026
],
"decode_512_steps": [
74.11099999999999,
74.167,
74.177,
74.196,
74.222
],
"decode_1024_steps": [
160.321,
163.142,
160.17700000000002,
160.6,
160.366
],
"decode_2048_steps": [
387.146,
391.30199999999996,
387.249,
387.18399999999997,
387.334
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_2048_steps": [
10725.875,
501.754,
352.236,
352.027,
355.252
],
"decode_256_steps": [
37.092,
36.745,
37.411,
37.051,
37.012
],
"decode_512_steps": [
74.31500000000001,
80.751,
73.682,
73.74300000000001,
74.05399999999999
],
"decode_1024_steps": [
150.884,
151.597,
151.409,
151.092,
164.967
],
"decode_2048_steps": [
352.09499999999997,
352.659,
352.01300000000003,
351.82099999999997,
360.922
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_2048_steps": [
10754.942,
444.27299999999997,
299.245,
297.96299999999997,
297.721
],
"decode_256_steps": [
37.033,
36.94,
36.737,
36.824000000000005,
36.746
],
"decode_512_steps": [
74.178,
74.687,
73.98100000000001,
73.53800000000001,
73.49600000000001
],
"decode_1024_steps": [
147.441,
151.959,
146.99,
146.907,
146.925
],
"decode_2048_steps": [
296.65599999999995,
296.636,
297.14000000000004,
298.496,
296.917
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_2048_steps": [
12175.938,
512.0360000000001,
365.005,
364.92400000000004,
364.89300000000003
],
"decode_256_steps": [
37.439,
37.28,
37.364000000000004,
37.464999999999996,
37.26
],
"decode_512_steps": [
74.631,
74.28899999999999,
74.327,
74.522,
74.75
],
"decode_1024_steps": [
155.994,
156.14600000000002,
156.322,
156.287,
156.537
],
"decode_2048_steps": [
364.594,
364.828,
364.743,
364.71,
365.072
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_2048_steps": [
6446.017000000001,
498.738,
352.625,
352.333,
352.379
],
"decode_256_steps": [
36.814,
36.668,
36.794,
36.925,
36.674
],
"decode_512_steps": [
73.616,
73.005,
72.961,
73.33099999999999,
73.193
],
"decode_1024_steps": [
150.294,
150.506,
150.4,
150.804,
150.074
],
"decode_2048_steps": [
351.811,
351.917,
355.765,
352.009,
352.048
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_2048_steps": [
6335.035000000001,
445.706,
297.723,
297.221,
304.80600000000004
],
"decode_256_steps": [
38.663999999999994,
37.24,
37.257,
37.267,
37.311
],
"decode_512_steps": [
74.644,
74.52799999999999,
74.852,
74.55799999999999,
74.47800000000001
],
"decode_1024_steps": [
147.945,
146.513,
146.944,
147.42,
147.39
],
"decode_2048_steps": [
296.57800000000003,
297.005,
296.272,
296.814,
301.445
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_2048_steps": [
9641.232,
502.089,
346.07300000000004,
345.551,
344.466
],
"decode_256_steps": [
36.876,
36.555,
36.544,
36.53,
36.549
],
"decode_512_steps": [
73.332,
72.838,
74.063,
74.17500000000001,
74.10600000000001
],
"decode_1024_steps": [
152.108,
151.88199999999998,
152.32999999999998,
152.07899999999998,
151.68499999999997
],
"decode_2048_steps": [
344.992,
356.52099999999996,
345.204,
346.144,
345.623
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_2048_steps": [
4270.362,
522.4720000000001,
366.449,
353.292,
353.4
],
"decode_256_steps": [
37.16,
36.653,
36.704,
36.790000000000006,
36.724
],
"decode_512_steps": [
73.39099999999999,
73.274,
73.531,
73.446,
73.313
],
"decode_1024_steps": [
150.886,
150.69299999999998,
153.44,
151.999,
151.76799999999997
],
"decode_2048_steps": [
353.64,
353.952,
354.42,
353.362,
353.54
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_2048_steps": [
4209.1539999999995,
443.75,
294.956,
295.363,
294.334
],
"decode_256_steps": [
36.541,
36.602000000000004,
36.515,
39.881,
36.349
],
"decode_512_steps": [
72.619,
72.544,
72.864,
72.842,
72.786
],
"decode_1024_steps": [
145.98600000000002,
145.44000000000003,
145.09900000000002,
145.156,
145.087
],
"decode_2048_steps": [
294.264,
294.104,
294.813,
294.204,
293.95300000000003
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_2048_steps": [
8354.960000000001,
517.455,
347.366,
347.01,
347.279
],
"decode_256_steps": [
37.14,
40.788,
36.873000000000005,
37.153,
36.805
],
"decode_512_steps": [
74.092,
74.00800000000001,
73.862,
73.678,
73.669
],
"decode_1024_steps": [
152.408,
152.95700000000002,
152.535,
152.71,
153.10000000000002
],
"decode_2048_steps": [
346.872,
346.952,
350.979,
347.582,
347.049
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_2048_steps": [
3161.7709999999997,
523.205,
358.633,
358.497,
358.81800000000004
],
"decode_256_steps": [
37.019999999999996,
36.647,
36.622,
36.64,
36.556
],
"decode_512_steps": [
73.61,
73.54299999999999,
73.265,
73.295,
73.375
],
"decode_1024_steps": [
152.444,
152.38,
152.488,
152.535,
155.469
],
"decode_2048_steps": [
358.675,
358.264,
358.602,
358.625,
358.743
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_2048_steps": [
3065.1730000000002,
443.439,
298.21,
295.89500000000004,
296.037
],
"decode_256_steps": [
36.4,
40.769,
44.776999999999994,
36.552,
39.914
],
"decode_512_steps": [
78.934,
73.51599999999999,
73.229,
73.306,
73.098
],
"decode_1024_steps": [
146.26500000000001,
146.32,
148.728,
146.591,
146.478
],
"decode_2048_steps": [
295.79100000000005,
296.193,
295.753,
295.785,
296.037
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_2048_steps": [
7843.188999999999,
512.682,
356.178,
356.116,
359.59799999999996
],
"decode_256_steps": [
37.398,
37.248999999999995,
37.297,
37.196,
37.237
],
"decode_512_steps": [
74.264,
74.23299999999999,
74.452,
74.518,
74.227
],
"decode_1024_steps": [
156.732,
156.231,
155.899,
155.98999999999998,
156.584
],
"decode_2048_steps": [
356.692,
356.489,
356.827,
357.164,
356.597
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_2048_steps": [
2555.632,
517.617,
369.666,
369.723,
369.81399999999996
],
"decode_256_steps": [
37.042,
36.727999999999994,
36.738,
36.903999999999996,
36.842
],
"decode_512_steps": [
73.725,
73.674,
73.608,
73.703,
73.629
],
"decode_1024_steps": [
156.139,
155.50900000000001,
155.555,
155.365,
155.20700000000002
],
"decode_2048_steps": [
368.756,
370.064,
369.851,
369.97,
369.969
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_2048_steps": [
2527.313,
445.17699999999996,
299.147,
298.73699999999997,
297.801
],
"decode_256_steps": [
36.506,
36.504000000000005,
36.714999999999996,
36.477000000000004,
36.497
],
"decode_512_steps": [
73.027,
73.119,
72.78099999999999,
72.82900000000001,
72.73100000000001
],
"decode_1024_steps": [
145.607,
145.257,
145.622,
145.54,
145.69299999999998
],
"decode_2048_steps": [
298.865,
297.759,
297.613,
297.72900000000004,
297.596
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_2048_steps": [
5652.174,
376.97,
376.829,
376.804,
376.78099999999995
],
"decode_256_steps": [
41.229,
41.107,
41.076,
41.688,
41.099999999999994
],
"decode_512_steps": [
82.118,
82.047,
82.08699999999999,
82.083,
82.108
],
"decode_1024_steps": [
164.039,
164.054,
164.071,
164.09,
164.07
],
"decode_2048_steps": [
376.851,
376.853,
376.93100000000004,
376.758,
377.116
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_2048_steps": [
2118.6090000000004,
395.262,
395.11800000000005,
395.474,
395.27099999999996
],
"decode_256_steps": [
41.607,
41.499,
41.506,
41.519,
41.5
],
"decode_512_steps": [
82.83200000000001,
82.84,
82.83699999999999,
82.85199999999999,
82.83600000000001
],
"decode_1024_steps": [
165.52100000000002,
165.53300000000002,
165.519,
165.55800000000002,
165.56699999999998
],
"decode_2048_steps": [
395.086,
395.079,
395.099,
395.101,
395.094
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_2048_steps": [
2095.716,
306.23499999999996,
300.76599999999996,
300.376,
300.35200000000003
],
"decode_256_steps": [
35.947,
35.799,
35.892,
35.873000000000005,
35.832
],
"decode_512_steps": [
71.434,
71.617,
71.618,
71.67099999999999,
71.598
],
"decode_1024_steps": [
142.851,
144.518,
142.887,
142.59,
143.01500000000001
],
"decode_2048_steps": [
300.42400000000004,
300.86400000000003,
300.32399999999996,
300.69800000000004,
300.47400000000005
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": {
"compile_2048_steps": [
4533.219,
424.473,
424.47499999999997,
424.524,
424.41499999999996
],
"decode_256_steps": [
53.227999999999994,
53.202,
53.227999999999994,
53.187,
53.166
],
"decode_512_steps": [
106.22,
106.20599999999999,
106.284,
106.17999999999999,
106.265
],
"decode_1024_steps": [
212.209,
212.313,
212.21599999999998,
212.34900000000002,
212.328
],
"decode_2048_steps": [
424.542,
424.541,
424.59200000000004,
424.613,
424.52
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": {
"compile_2048_steps": [
1926.0230000000001,
459.411,
459.128,
459.31300000000005,
459.16
],
"decode_256_steps": [
57.558,
57.626,
57.579,
57.563,
57.541000000000004
],
"decode_512_steps": [
114.974,
114.96900000000001,
114.884,
115.02999999999999,
114.923
],
"decode_1024_steps": [
229.647,
229.737,
229.732,
229.64499999999998,
229.87099999999998
],
"decode_2048_steps": [
459.18399999999997,
459.31100000000004,
459.318,
459.092,
459.303
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": {
"compile_2048_steps": [
1796.102,
314.632,
314.66499999999996,
314.64,
314.487
],
"decode_256_steps": [
39.507,
39.510999999999996,
39.47,
39.489999999999995,
39.437
],
"decode_512_steps": [
78.846,
79.112,
78.854,
78.78200000000001,
78.789
],
"decode_1024_steps": [
157.317,
157.371,
157.526,
157.371,
157.34
],
"decode_2048_steps": [
314.525,
314.702,
314.612,
314.647,
314.495
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_4096_steps": [
5776.068,
1558.649,
1558.805,
1558.6390000000001,
1558.89
],
"decode_256_steps": [
97.715,
97.65,
97.637,
97.71000000000001,
97.66
],
"decode_512_steps": [
194.979,
195.02800000000002,
195.125,
195.009,
195.106
],
"decode_1024_steps": [
389.788,
389.90200000000004,
390.04499999999996,
389.856,
389.98
],
"decode_2048_steps": [
779.5260000000001,
779.613,
779.436,
779.359,
779.353
],
"decode_4096_steps": [
1558.51,
1558.647,
1558.688,
1558.637,
1558.5439999999999
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_4096_steps": [
3214.281,
1758.3819999999998,
1758.475,
1758.098,
1758.184
],
"decode_256_steps": [
110.221,
110.21000000000001,
110.08900000000001,
110.066,
110.14
],
"decode_512_steps": [
219.86,
220.081,
219.909,
220.026,
219.973
],
"decode_1024_steps": [
439.828,
439.729,
439.81,
439.932,
439.79200000000003
],
"decode_2048_steps": [
879.169,
878.878,
879.18,
879.208,
879.182
],
"decode_4096_steps": [
1758.094,
1757.768,
1758.199,
1757.9769999999999,
1758.345
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_4096_steps": [
2594.884,
1147.3120000000001,
1147.185,
1147.494,
1147.442
],
"decode_256_steps": [
71.90199999999999,
71.87100000000001,
71.89099999999999,
71.905,
71.904
],
"decode_512_steps": [
143.572,
143.72299999999998,
143.621,
143.60500000000002,
143.72299999999998
],
"decode_1024_steps": [
287.045,
287.109,
286.923,
287.05199999999996,
287.062
],
"decode_2048_steps": [
573.809,
573.918,
573.825,
573.9490000000001,
573.7330000000001
],
"decode_4096_steps": [
1147.5500000000002,
1147.632,
1147.328,
1147.132,
1147.415
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_4096_steps": [
11213.796,
732487.346,
2809.256,
2608.354,
2608.25
],
"decode_256_steps": [
56.88,
56.495999999999995,
56.454,
56.457,
56.466
],
"decode_512_steps": [
124.117,
124.224,
124.261,
124.35499999999999,
124.31200000000001
],
"decode_1024_steps": [
291.603,
291.755,
291.947,
291.841,
291.854
],
"decode_2048_steps": [
772.969,
772.9639999999999,
772.852,
772.8779999999999,
772.868
],
"decode_4096_steps": [
2607.912,
2608.263,
2608.261,
2608.248,
2608.2980000000002
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_4096_steps": [
3870.0389999999998,
685718.703,
1467.022,
1262.6299999999999,
1262.274
],
"decode_256_steps": [
50.649,
50.574,
50.556,
50.556,
50.538
],
"decode_512_steps": [
104.587,
104.574,
104.571,
104.59400000000001,
104.59100000000001
],
"decode_1024_steps": [
223.423,
223.345,
223.329,
223.31500000000003,
223.332
],
"decode_2048_steps": [
506.05999999999995,
505.89300000000003,
506.09400000000005,
505.942,
506.04
],
"decode_4096_steps": [
1262.459,
1262.495,
1262.6200000000001,
1262.69,
1262.665
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_4096_steps": [
3949.662,
674591.448,
1161.43,
974.317,
974.2330000000001
],
"decode_256_steps": [
50.184,
50.160000000000004,
50.157000000000004,
50.126,
50.171
],
"decode_512_steps": [
101.685,
101.712,
101.71900000000001,
101.732,
101.703
],
"decode_1024_steps": [
209.517,
209.55599999999998,
209.587,
209.63899999999998,
209.667
],
"decode_2048_steps": [
442.978,
442.961,
443.023,
443.073,
442.953
],
"decode_4096_steps": [
974.35,
974.523,
974.3720000000001,
974.518,
974.314
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_4096_steps": [
10832.024000000001,
716805.746,
2811.021,
2604.767,
2604.8520000000003
],
"decode_256_steps": [
56.678,
56.508,
56.465,
56.478,
56.501000000000005
],
"decode_512_steps": [
124.171,
124.21799999999999,
124.223,
124.195,
124.092
],
"decode_1024_steps": [
291.36699999999996,
291.34700000000004,
291.308,
291.33799999999997,
291.37
],
"decode_2048_steps": [
772.509,
772.568,
772.6110000000001,
772.464,
772.4250000000001
],
"decode_4096_steps": [
2604.706,
2604.867,
2604.8830000000003,
2604.783,
2604.799
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_4096_steps": [
3846.433,
675292.946,
1459.065,
1260.3770000000002,
1260.2640000000001
],
"decode_256_steps": [
50.495,
50.454,
50.419,
50.424,
50.409
],
"decode_512_steps": [
104.30300000000001,
104.318,
104.313,
104.226,
104.26100000000001
],
"decode_1024_steps": [
222.714,
222.674,
222.723,
222.658,
222.644
],
"decode_2048_steps": [
504.676,
504.633,
504.66599999999994,
504.49399999999997,
504.55899999999997
],
"decode_4096_steps": [
1260.135,
1260.2720000000002,
1260.494,
1260.1979999999999,
1259.954
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_4096_steps": [
3942.907,
675068.6020000001,
1163.366,
974.209,
974.1039999999999
],
"decode_256_steps": [
50.17400000000001,
50.113,
50.135,
50.144,
50.165
],
"decode_512_steps": [
101.66699999999999,
101.73,
101.80300000000001,
101.712,
101.729
],
"decode_1024_steps": [
209.568,
209.649,
209.559,
209.54,
209.57600000000002
],
"decode_2048_steps": [
442.952,
442.848,
442.819,
442.81100000000004,
442.942
],
"decode_4096_steps": [
974.0569999999999,
974.107,
974.1030000000001,
974.157,
974.102
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_4096_steps": [
325912.25800000003,
2771.432,
2574.129,
2573.7580000000003,
2573.795
],
"decode_256_steps": [
56.744,
56.524,
56.543000000000006,
56.494,
56.524
],
"decode_512_steps": [
123.667,
123.7,
123.71799999999999,
123.722,
123.66000000000001
],
"decode_1024_steps": [
289.085,
289.148,
289.025,
289.027,
289.066
],
"decode_2048_steps": [
765.808,
765.884,
765.987,
765.895,
765.861
],
"decode_4096_steps": [
2573.709,
2574.087,
2573.775,
2574.145,
2573.89
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_4096_steps": [
302968.837,
1438.84,
1261.209,
1260.767,
1261.11
],
"decode_256_steps": [
50.528999999999996,
50.473,
50.479000000000006,
50.479000000000006,
50.504
],
"decode_512_steps": [
104.328,
104.39,
104.425,
104.387,
104.357
],
"decode_1024_steps": [
222.942,
222.969,
222.997,
222.997,
222.938
],
"decode_2048_steps": [
505.18700000000007,
505.00100000000003,
505.06399999999996,
505.074,
505.02899999999994
],
"decode_4096_steps": [
1261.062,
1260.942,
1260.754,
1260.6409999999998,
1260.818
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_4096_steps": [
305559.958,
1148.213,
972.447,
972.553,
972.3969999999999
],
"decode_256_steps": [
50.271,
50.056999999999995,
50.03,
50.011,
50.04
],
"decode_512_steps": [
101.395,
101.44200000000001,
101.419,
101.41,
101.395
],
"decode_1024_steps": [
208.928,
208.967,
208.967,
209.04600000000002,
209.00900000000001
],
"decode_2048_steps": [
441.855,
441.82,
441.744,
441.72099999999995,
441.789
],
"decode_4096_steps": [
972.271,
972.337,
972.237,
972.3969999999999,
972.438
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_4096_steps": [
163136.421,
2595.6229999999996,
2412.444,
2412.547,
2412.537
],
"decode_256_steps": [
55.854,
55.751000000000005,
55.708,
55.708,
55.696000000000005
],
"decode_512_steps": [
120.334,
120.436,
120.348,
120.365,
120.505
],
"decode_1024_steps": [
275.004,
275.10400000000004,
275.108,
275.04200000000003,
275.149
],
"decode_2048_steps": [
707.586,
707.457,
707.483,
707.503,
707.589
],
"decode_4096_steps": [
2412.264,
2412.402,
2412.5640000000003,
2412.38,
2412.621
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_4096_steps": [
149416.785,
1430.4589999999998,
1262.858,
1263.392,
1263.388
],
"decode_256_steps": [
50.768,
50.556999999999995,
50.556999999999995,
50.583999999999996,
50.545
],
"decode_512_steps": [
104.63600000000001,
104.686,
104.655,
104.69000000000001,
104.649
],
"decode_1024_steps": [
223.385,
223.515,
223.34300000000002,
223.45100000000002,
223.492
],
"decode_2048_steps": [
506.234,
506.455,
506.40399999999994,
506.431,
506.286
],
"decode_4096_steps": [
1263.236,
1263.356,
1263.232,
1263.101,
1263.215
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_4096_steps": [
149488.202,
1131.342,
974.776,
974.855,
974.76
],
"decode_256_steps": [
50.211,
50.166000000000004,
50.146,
50.173,
50.193000000000005
],
"decode_512_steps": [
101.721,
101.735,
101.727,
101.764,
101.73100000000001
],
"decode_1024_steps": [
209.633,
209.627,
209.654,
209.563,
209.618
],
"decode_2048_steps": [
443.124,
443.149,
442.99,
443.175,
443.118
],
"decode_4096_steps": [
974.665,
974.642,
974.897,
974.708,
974.844
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_4096_steps": [
83754.347,
1789.5149999999999,
1631.04,
1631.296,
1631.575
],
"decode_256_steps": [
53.904,
53.791,
53.824,
53.818,
53.801
],
"decode_512_steps": [
113.008,
113.16,
112.98700000000001,
113.108,
113.092
],
"decode_1024_steps": [
248.192,
248.088,
248.165,
248.28,
248.221
],
"decode_2048_steps": [
589.354,
589.387,
589.384,
589.337,
589.41
],
"decode_4096_steps": [
1630.884,
1630.9389999999999,
1630.886,
1631.0500000000002,
1631.594
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_4096_steps": [
74664.041,
1407.5439999999999,
1261.2890000000002,
1261.22,
1261.314
],
"decode_256_steps": [
50.581,
50.458999999999996,
50.524,
50.497,
50.480999999999995
],
"decode_512_steps": [
104.407,
104.364,
104.37100000000001,
104.298,
104.358
],
"decode_1024_steps": [
222.904,
223.016,
223.03400000000002,
226.58,
223.11700000000002
],
"decode_2048_steps": [
505.26000000000005,
505.314,
505.286,
505.3299999999999,
505.29400000000004
],
"decode_4096_steps": [
1261.399,
1261.417,
1261.2890000000002,
1261.109,
1261.614
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_4096_steps": [
74427.694,
1138.9759999999999,
974.846,
974.836,
974.982
],
"decode_256_steps": [
50.351,
50.225,
50.202,
50.17400000000001,
50.175
],
"decode_512_steps": [
101.757,
101.679,
101.70800000000001,
101.702,
101.745
],
"decode_1024_steps": [
209.54500000000002,
209.53199999999998,
209.49599999999998,
209.553,
209.554
],
"decode_2048_steps": [
442.88899999999995,
442.96200000000005,
442.928,
442.828,
442.97700000000003
],
"decode_4096_steps": [
974.742,
974.6700000000001,
974.9,
974.664,
974.758
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_4096_steps": [
45202.499,
1581.3129999999999,
1407.0339999999999,
1406.644,
1406.5810000000001
],
"decode_256_steps": [
53.317,
53.131,
53.105,
53.108000000000004,
53.14
],
"decode_512_steps": [
110.21000000000001,
110.194,
110.265,
110.243,
110.212
],
"decode_1024_steps": [
236.96800000000002,
237.035,
236.93200000000002,
236.957,
237.018
],
"decode_2048_steps": [
544.866,
544.821,
544.871,
544.784,
544.8499999999999
],
"decode_4096_steps": [
1406.386,
1406.5529999999999,
1406.289,
1406.431,
1406.532
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_4096_steps": [
38282.674999999996,
1414.59,
1263.711,
1263.411,
1263.6970000000001
],
"decode_256_steps": [
50.74,
50.681,
50.629,
50.643,
50.694
],
"decode_512_steps": [
104.63300000000001,
104.66,
104.69399999999999,
104.82600000000001,
104.687
],
"decode_1024_steps": [
223.476,
223.519,
223.537,
223.457,
223.469
],
"decode_2048_steps": [
506.44800000000004,
506.452,
506.483,
506.44599999999997,
506.48099999999994
],
"decode_4096_steps": [
1263.8419999999999,
1263.936,
1263.639,
1263.521,
1263.213
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_4096_steps": [
37780.659999999996,
1119.341,
972.862,
973.035,
973.034
],
"decode_256_steps": [
50.07,
50.028000000000006,
50.047000000000004,
50.025,
50.019
],
"decode_512_steps": [
101.385,
101.427,
101.4,
101.423,
101.41799999999999
],
"decode_1024_steps": [
209.04,
209.113,
209.027,
209.123,
209.042
],
"decode_2048_steps": [
441.904,
441.983,
441.90000000000003,
442.04900000000004,
442.153
],
"decode_4096_steps": [
972.8149999999999,
972.943,
972.836,
972.644,
972.854
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_4096_steps": [
26537.534,
1606.798,
1444.454,
1444.592,
1444.611
],
"decode_256_steps": [
70.799,
53.618,
53.623,
53.616,
53.665
],
"decode_512_steps": [
111.501,
111.592,
111.52,
111.48700000000001,
111.478
],
"decode_1024_steps": [
240.35999999999999,
240.37800000000001,
240.334,
240.34,
240.381
],
"decode_2048_steps": [
554.6990000000001,
554.621,
554.682,
554.678,
554.649
],
"decode_4096_steps": [
1444.4289999999999,
1444.82,
1444.938,
1444.663,
1444.5710000000001
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_4096_steps": [
20627.447,
1412.828,
1263.8400000000001,
1264.0990000000002,
1264.102
],
"decode_256_steps": [
50.717999999999996,
50.6,
50.626,
50.611999999999995,
50.625
],
"decode_512_steps": [
104.724,
104.754,
104.70100000000001,
104.747,
104.786
],
"decode_1024_steps": [
223.605,
223.525,
223.55700000000002,
223.579,
223.556
],
"decode_2048_steps": [
506.69,
506.475,
506.45300000000003,
506.51199999999994,
506.311
],
"decode_4096_steps": [
1263.846,
1264.0690000000002,
1263.756,
1263.7240000000002,
1264.1309999999999
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_4096_steps": [
20161.577,
1113.2869999999998,
973.534,
973.505,
973.7710000000001
],
"decode_256_steps": [
50.178,
50.050999999999995,
50.052,
50.064,
50.03
],
"decode_512_steps": [
101.551,
101.575,
101.588,
101.627,
101.551
],
"decode_1024_steps": [
209.30499999999998,
209.357,
209.376,
209.267,
209.313
],
"decode_2048_steps": [
442.532,
442.543,
442.627,
442.609,
442.621
],
"decode_4096_steps": [
973.592,
973.525,
973.459,
973.734,
973.409
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_4096_steps": [
17085.840999999997,
1497.5339999999999,
1325.243,
1325.112,
1325.339
],
"decode_256_steps": [
53.539,
53.424,
53.386,
53.415,
53.411
],
"decode_512_steps": [
110.196,
110.175,
110.20299999999999,
110.161,
110.204
],
"decode_1024_steps": [
234.601,
234.597,
234.58,
234.611,
234.549
],
"decode_2048_steps": [
531.543,
531.4799999999999,
531.4680000000001,
531.495,
531.464
],
"decode_4096_steps": [
1324.963,
1325.075,
1324.962,
1325.131,
1325.258
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_4096_steps": [
11923.804,
1414.739,
1262.2340000000002,
1262.052,
1262.33
],
"decode_256_steps": [
50.6,
50.548,
50.522999999999996,
50.52,
50.532000000000004
],
"decode_512_steps": [
104.479,
104.44000000000001,
104.436,
104.414,
104.36800000000001
],
"decode_1024_steps": [
223.06,
223.191,
223.092,
223.086,
223.12
],
"decode_2048_steps": [
505.479,
505.42299999999994,
505.433,
505.513,
505.59600000000006
],
"decode_4096_steps": [
1261.849,
1261.961,
1262.218,
1262.152,
1262.114
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_4096_steps": [
11474.297999999999,
1127.716,
976.798,
976.7470000000001,
976.46
],
"decode_256_steps": [
50.289,
50.199,
50.177,
50.160999999999994,
50.159
],
"decode_512_steps": [
101.85900000000001,
101.823,
101.83399999999999,
101.87100000000001,
101.86399999999999
],
"decode_1024_steps": [
210.04,
210.013,
210.104,
209.937,
209.93
],
"decode_2048_steps": [
444.062,
444.115,
444.094,
443.99699999999996,
444.113
],
"decode_4096_steps": [
976.537,
976.56,
976.4300000000001,
976.549,
976.626
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_4096_steps": [
12415.361,
1396.844,
1228.389,
1228.24,
1228.52
],
"decode_256_steps": [
53.336,
53.214999999999996,
53.18,
53.17,
53.221
],
"decode_512_steps": [
109.056,
109.07,
109.095,
109.021,
109.039
],
"decode_1024_steps": [
229.80900000000003,
229.805,
229.912,
229.865,
229.867
],
"decode_2048_steps": [
510.938,
511.126,
511.12500000000006,
511.17900000000003,
511.049
],
"decode_4096_steps": [
1228.6699999999998,
1228.391,
1228.682,
1228.464,
1228.498
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_4096_steps": [
7497.023,
1409.654,
1265.614,
1265.76,
1265.53
],
"decode_256_steps": [
50.778999999999996,
50.75,
50.705,
50.714,
50.691
],
"decode_512_steps": [
104.801,
104.818,
104.80499999999999,
104.787,
104.796
],
"decode_1024_steps": [
223.81699999999998,
223.84,
223.78799999999998,
223.81,
223.815
],
"decode_2048_steps": [
507.074,
507.2219999999999,
507.215,
507.24899999999997,
507.34100000000007
],
"decode_4096_steps": [
1265.5140000000001,
1265.316,
1265.3909999999998,
1265.536,
1265.112
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_4096_steps": [
7100.659000000001,
1126.354,
977.818,
977.881,
978.016
],
"decode_256_steps": [
50.51,
50.339,
50.324,
50.365,
50.319
],
"decode_512_steps": [
102.131,
102.137,
102.123,
102.139,
102.202
],
"decode_1024_steps": [
210.514,
210.474,
210.484,
210.364,
210.479
],
"decode_2048_steps": [
444.822,
445.38899999999995,
444.918,
444.973,
444.884
],
"decode_4096_steps": [
977.78,
978.085,
977.9,
977.99,
978.178
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_4096_steps": [
9912.616,
1372.468,
1223.779,
1224.255,
1223.773
],
"decode_256_steps": [
53.847,
53.818,
53.837999999999994,
53.852,
53.834
],
"decode_512_steps": [
110.10000000000001,
110.08500000000001,
110.109,
110.086,
110.075
],
"decode_1024_steps": [
231.439,
231.49900000000002,
231.578,
231.81799999999998,
231.525
],
"decode_2048_steps": [
513.046,
513.178,
513.021,
513.072,
513.1099999999999
],
"decode_4096_steps": [
1223.756,
1223.9009999999998,
1223.776,
1223.657,
1223.6970000000001
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_4096_steps": [
5215.005999999999,
1436.7350000000001,
1279.7430000000002,
1279.5330000000001,
1279.807
],
"decode_256_steps": [
51.599,
51.522999999999996,
51.566,
51.534000000000006,
51.579
],
"decode_512_steps": [
106.52799999999999,
106.52000000000001,
106.538,
106.487,
106.519
],
"decode_1024_steps": [
227.202,
227.192,
227.19400000000002,
227.25799999999998,
227.28300000000002
],
"decode_2048_steps": [
514.207,
514.204,
514.3290000000001,
514.124,
514.062
],
"decode_4096_steps": [
1279.684,
1279.6989999999998,
1279.811,
1279.86,
1279.527
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_4096_steps": [
4947.1720000000005,
1131.878,
984.4150000000001,
984.275,
984.4309999999999
],
"decode_256_steps": [
50.909000000000006,
50.75,
50.76,
50.768,
50.754
],
"decode_512_steps": [
103.045,
103.021,
103.059,
103.005,
102.994
],
"decode_1024_steps": [
212.018,
212.102,
212.121,
212.09,
212.067
],
"decode_2048_steps": [
447.956,
448.184,
448.147,
448.069,
448.185
],
"decode_4096_steps": [
984.355,
984.405,
984.351,
984.4340000000001,
984.42
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_4096_steps": [
8783.915,
1387.848,
1235.778,
1235.873,
1235.706
],
"decode_256_steps": [
56.522000000000006,
56.47,
56.487,
56.471000000000004,
56.467999999999996
],
"decode_512_steps": [
112.76799999999999,
112.814,
112.87700000000001,
112.782,
112.755
],
"decode_1024_steps": [
237.009,
236.958,
237.037,
237.079,
237.065
],
"decode_2048_steps": [
521.347,
521.304,
521.4879999999999,
521.2869999999999,
521.306
],
"decode_4096_steps": [
1235.337,
1235.368,
1235.746,
1235.404,
1235.6339999999998
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_4096_steps": [
4022.678,
1460.157,
1311.337,
1311.153,
1311.119
],
"decode_256_steps": [
55.216,
55.107000000000006,
55.135999999999996,
55.123,
55.135000000000005
],
"decode_512_steps": [
110.08999999999999,
110.109,
110.102,
110.113,
110.111
],
"decode_1024_steps": [
234.546,
234.524,
234.494,
234.504,
234.651
],
"decode_2048_steps": [
529.261,
529.36,
529.524,
529.355,
529.281
],
"decode_4096_steps": [
1311.143,
1311.1470000000002,
1310.994,
1311.162,
1311.3760000000002
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_4096_steps": [
3721.462,
1137.5059999999999,
994.995,
995.1959999999999,
994.848
],
"decode_256_steps": [
52.413000000000004,
52.422000000000004,
52.398,
52.392,
52.382
],
"decode_512_steps": [
104.62599999999999,
104.6,
104.61099999999999,
104.624,
104.6
],
"decode_1024_steps": [
215.28,
215.24099999999999,
215.287,
215.346,
215.284
],
"decode_2048_steps": [
453.745,
453.752,
453.717,
453.762,
453.675
],
"decode_4096_steps": [
994.9670000000001,
994.789,
994.955,
995.093,
994.803
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_4096_steps": [
8306.027,
1435.395,
1283.634,
1283.337,
1283.547
],
"decode_256_steps": [
62.59199999999999,
62.471,
62.488,
62.449,
62.44799999999999
],
"decode_512_steps": [
124.75,
124.883,
124.814,
124.81299999999999,
124.811
],
"decode_1024_steps": [
249.34,
249.37400000000002,
249.39700000000002,
249.429,
249.378
],
"decode_2048_steps": [
546.219,
546.154,
546.2510000000001,
546.13,
546.1510000000001
],
"decode_4096_steps": [
1283.317,
1283.659,
1283.433,
1283.466,
1283.548
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_4096_steps": [
3506.6980000000003,
1522.2420000000002,
1374.659,
1374.399,
1374.443
],
"decode_256_steps": [
62.532000000000004,
62.489999999999995,
62.507999999999996,
62.443,
62.444
],
"decode_512_steps": [
124.74499999999999,
124.793,
124.82600000000001,
124.71300000000001,
124.712
],
"decode_1024_steps": [
249.443,
249.346,
249.274,
249.443,
249.321
],
"decode_2048_steps": [
560.495,
560.539,
560.658,
560.4879999999999,
560.481
],
"decode_4096_steps": [
1374.432,
1374.425,
1374.499,
1374.3229999999999,
1374.7240000000002
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_4096_steps": [
3162.734,
1166.0230000000001,
1017.5050000000001,
1017.466,
1017.879
],
"decode_256_steps": [
55.702,
55.694,
55.620000000000005,
55.548,
55.550000000000004
],
"decode_512_steps": [
110.951,
111.004,
111.004,
110.998,
111.081
],
"decode_1024_steps": [
221.83700000000002,
221.864,
221.84599999999998,
221.87599999999998,
221.812
],
"decode_2048_steps": [
465.391,
465.446,
465.426,
465.464,
465.45300000000003
],
"decode_4096_steps": [
1017.5369999999999,
1017.522,
1017.5719999999999,
1017.526,
1017.631
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": {
"compile_4096_steps": [
6606.6269999999995,
1372.904,
1372.794,
1372.6879999999999,
1372.784
],
"decode_256_steps": [
74.651,
74.68900000000001,
74.622,
74.625,
74.578
],
"decode_512_steps": [
148.978,
149.062,
148.968,
148.95,
149.12300000000002
],
"decode_1024_steps": [
297.98,
297.791,
297.80600000000004,
297.867,
297.86600000000004
],
"decode_2048_steps": [
595.273,
595.448,
595.466,
595.5310000000001,
595.542
],
"decode_4096_steps": [
1372.845,
1372.79,
1373.108,
1372.784,
1372.996
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": {
"compile_4096_steps": [
3195.016,
1501.048,
1501.316,
1501.1200000000001,
1500.952
],
"decode_256_steps": [
78.067,
78.00500000000001,
78.018,
78.045,
78.02099999999999
],
"decode_512_steps": [
155.804,
155.782,
155.82299999999998,
155.767,
155.838
],
"decode_1024_steps": [
311.276,
311.37199999999996,
311.52000000000004,
311.46299999999997,
311.61
],
"decode_2048_steps": [
622.742,
622.672,
622.669,
622.651,
622.502
],
"decode_4096_steps": [
1500.781,
1501.106,
1500.913,
1500.8300000000002,
1501.345
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": {
"compile_4096_steps": [
2773.583,
1060.9370000000001,
1060.522,
1060.882,
1060.8519999999999
],
"decode_256_steps": [
61.163000000000004,
61.06,
61.132,
61.147,
61.111
],
"decode_512_steps": [
122.098,
122.151,
122.157,
122.05799999999999,
121.986
],
"decode_1024_steps": [
244.005,
244.05599999999998,
243.93200000000002,
244.00900000000001,
243.945
],
"decode_2048_steps": [
487.691,
487.80400000000003,
487.695,
487.85499999999996,
487.763
],
"decode_4096_steps": [
1060.8709999999999,
1060.816,
1060.875,
1060.883,
1060.724
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": {
"compile_4096_steps": [
5648.04,
1556.848,
1557.0839999999998,
1556.978,
1556.86
],
"decode_256_steps": [
97.528,
97.476,
97.53399999999999,
97.47200000000001,
97.50699999999999
],
"decode_512_steps": [
194.695,
194.879,
194.82,
194.761,
194.804
],
"decode_1024_steps": [
389.416,
389.392,
389.46500000000003,
389.364,
389.37
],
"decode_2048_steps": [
778.612,
778.556,
778.671,
778.5490000000001,
778.646
],
"decode_4096_steps": [
1556.76,
1557.1390000000001,
1556.9599999999998,
1556.887,
1557.11
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": {
"compile_4096_steps": [
3239.057,
1759.3220000000001,
1759.69,
1759.2350000000001,
1759.676
],
"decode_256_steps": [
110.164,
110.273,
110.279,
110.184,
110.274
],
"decode_512_steps": [
220.317,
220.255,
220.035,
220.214,
220.172
],
"decode_1024_steps": [
439.99899999999997,
439.908,
439.91999999999996,
439.93100000000004,
439.8
],
"decode_2048_steps": [
879.725,
879.6469999999999,
879.599,
879.851,
879.861
],
"decode_4096_steps": [
1759.2179999999998,
1759.153,
1759.371,
1759.252,
1759.264
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": {
"compile_4096_steps": [
2625.923,
1145.743,
1145.871,
1145.913,
1145.83
],
"decode_256_steps": [
71.822,
71.81400000000001,
71.74,
71.79299999999999,
71.852
],
"decode_512_steps": [
143.31199999999998,
143.396,
143.506,
143.323,
143.299
],
"decode_1024_steps": [
286.597,
286.623,
286.735,
286.532,
286.423
],
"decode_2048_steps": [
573.106,
573.091,
573.022,
573.056,
572.982
],
"decode_4096_steps": [
1145.846,
1145.707,
1145.635,
1145.865,
1145.915
]
}
}