Hugging Face's logo

Datasets:
ydshieh
/
A100_benchmark_compile_sdpa

Dataset card Files Community
1
A100_benchmark_compile_sdpa / results_full_batch_4_extra.json
ydshieh's picture
ydshieh HF staff
Upload results_full_batch_4_extra.json with huggingface_hub
f96b319 verified
raw
history blame contribute delete
115 kB
{
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_256_steps": [
29927.806,
204.323,
31.413999999999998,
31.168000000000003,
31.323999999999998,
31.817999999999998,
31.815999999999995,
31.31
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_256_steps": [
23221.665,
194.213,
25.392000000000003,
25.643,
26.457,
25.679000000000002,
25.026,
25.339
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_256_steps": [
23160.609,
188.38,
25.812,
24.87,
24.622999999999998,
24.487,
24.590999999999998,
24.298000000000002
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_256_steps": [
16090.302000000001,
198.78199999999998,
24.75,
24.822,
24.704,
24.765,
24.733999999999998,
24.721
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_256_steps": [
7201.135,
181.32999999999998,
24.767,
24.709,
24.295,
24.174,
24.187,
24.117
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_256_steps": [
7252.243,
191.68699999999998,
24.211,
26.785,
24.04,
24.365000000000002,
23.990000000000002,
23.972
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_256_steps": [
10940.382,
215.424,
24.898,
24.869,
24.59,
24.672,
24.655,
24.547
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_256_steps": [
3206.946,
185.842,
24.294,
24.207,
23.794,
23.809,
23.882,
23.912
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_256_steps": [
3236.2690000000002,
182.41299999999998,
23.529,
23.802,
23.697,
23.329,
23.344,
23.215
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_256_steps": [
6315.994,
24.32,
24.417,
24.317999999999998,
23.859,
23.987000000000002,
23.861,
23.779
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_256_steps": [
1841.691,
23.602999999999998,
23.502,
23.447,
23.369,
23.249,
23.287,
23.319
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_256_steps": [
1779.4479999999999,
23.508000000000003,
23.408,
23.395,
23.128,
23.18,
23.073,
23.058
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_512_steps": [
43501.45,
231.14399999999998,
82.348,
82.44,
82.25,
82.10199999999999,
82.253,
82.218
],
"decode_256_steps": [
30.33,
30.146,
30.071,
27.758000000000003,
27.554
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_512_steps": [
43142.282,
244.552,
49.986000000000004,
49.836,
49.376000000000005,
49.826,
49.177,
49.06
],
"decode_256_steps": [
24.5,
24.253,
24.034,
24.222,
24.695
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_512_steps": [
42754.913,
247.82399999999998,
50.073,
50.316,
50.035999999999994,
50.363,
49.936,
48.858
],
"decode_256_steps": [
24.367,
24.363,
24.121,
23.838,
23.921000000000003
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_512_steps": [
17104.57,
205.63899999999998,
64.08500000000001,
64.11999999999999,
58.009,
57.919,
57.986999999999995,
57.957
],
"decode_256_steps": [
24.415,
24.162,
24.125,
24.375,
27.411
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_512_steps": [
12706.778999999999,
234.52700000000002,
48.429,
48.393,
48.859,
48.542,
48.338,
48.168
],
"decode_256_steps": [
24.186,
24.174,
24.012999999999998,
24.339,
24.535
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_512_steps": [
12727.511,
226.686,
48.274,
48.957,
48.7,
48.388,
47.6,
47.352
],
"decode_256_steps": [
23.994,
24.16,
24.13,
24.236,
24.151
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_512_steps": [
10485.378,
246.304,
54.023,
54.149,
54.319,
51.44,
51.423,
51.484
],
"decode_256_steps": [
24.587,
24.743000000000002,
24.442,
24.416,
24.354
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_512_steps": [
4598.358,
210.32999999999998,
48.563,
48.145,
49.045,
48.709,
48.562,
48.944
],
"decode_256_steps": [
24.345,
24.480999999999998,
24.608999999999998,
24.832,
24.512
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_512_steps": [
4595.463,
209.79999999999998,
47.897000000000006,
48.291000000000004,
48.317,
48.296,
47.736000000000004,
48.539
],
"decode_256_steps": [
25.598,
24.570999999999998,
24.062,
24.018,
23.952
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_512_steps": [
9316.123,
231.40800000000002,
53.383,
53.591,
53.6,
53.39,
52.785,
52.597
],
"decode_256_steps": [
25.520999999999997,
25.05,
25.013,
25.031000000000002,
25.1
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_512_steps": [
2573.869,
228.72799999999998,
48.685,
48.687,
48.46,
48.089,
47.995000000000005,
48.062
],
"decode_256_steps": [
24.633,
24.147,
24.125,
24.018,
23.985
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_512_steps": [
2597.33,
216.714,
52.765,
48.733,
48.793000000000006,
48.89,
48.605000000000004,
47.895
],
"decode_256_steps": [
24.226999999999997,
24.029,
24.183,
24.227999999999998,
24.018
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_512_steps": [
4515.888999999999,
63.084,
59.791999999999994,
58.833000000000006,
58.746,
59.083,
58.736999999999995,
59.29
],
"decode_256_steps": [
29.753,
29.562,
29.593999999999998,
29.498,
29.628
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_512_steps": [
1739.848,
45.928,
45.766,
46.03,
45.525999999999996,
45.458,
46.096,
45.308
],
"decode_256_steps": [
22.916,
22.87,
23.095000000000002,
22.877000000000002,
23.014
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_512_steps": [
1697.295,
52.94,
52.847,
49.397999999999996,
46.836000000000006,
47.058,
47.193,
47.736000000000004
],
"decode_256_steps": [
23.403,
23.535,
23.52,
23.349999999999998,
23.164
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_1024_steps": [
100540.30500000001,
483.909,
305.78,
304.635,
304.356,
304.379,
304.654,
304.563
],
"decode_256_steps": [
29.177000000000003,
28.222,
28.209999999999997,
31.232,
31.18
],
"decode_512_steps": [
85.241,
85.95,
83.173,
83.291,
83.33
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_1024_steps": [
89441.348,
306.98199999999997,
103.42,
101.008,
99.259,
99.37899999999999,
99.77600000000001,
99.262
],
"decode_256_steps": [
24.872999999999998,
24.845,
25.073999999999998,
24.980999999999998,
24.858999999999998
],
"decode_512_steps": [
49.131,
49.0,
49.089,
49.225,
50.539
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_1024_steps": [
89341.928,
296.388,
126.7,
112.756,
112.399,
112.578,
113.246,
111.326
],
"decode_256_steps": [
24.708000000000002,
24.529,
24.698999999999998,
24.6,
25.019
],
"decode_512_steps": [
48.864,
48.86,
48.852,
48.522000000000006,
48.897999999999996
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_1024_steps": [
30308.786,
388.082,
200.47899999999998,
198.663,
198.754,
198.609,
203.124,
202.42
],
"decode_256_steps": [
25.903,
25.198999999999998,
24.957,
25.394,
28.905
],
"decode_512_steps": [
62.82899999999999,
59.349,
59.407000000000004,
59.482,
59.311
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_1024_steps": [
23470.552,
275.781,
102.712,
97.403,
97.451,
97.52199999999999,
98.293,
98.787
],
"decode_256_steps": [
24.507,
24.366,
24.402,
24.561,
24.558
],
"decode_512_steps": [
48.972,
49.126999999999995,
48.84,
48.984,
51.528999999999996
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_1024_steps": [
23491.336,
311.849,
119.436,
111.661,
111.246,
112.44200000000001,
111.05199999999999,
110.468
],
"decode_256_steps": [
24.264999999999997,
24.306,
24.208000000000002,
24.271,
24.305
],
"decode_512_steps": [
48.385999999999996,
48.825,
48.620999999999995,
49.076,
48.622
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_1024_steps": [
13363.889000000001,
346.00199999999995,
149.66299999999998,
145.395,
145.489,
144.60500000000002,
144.534,
144.504
],
"decode_256_steps": [
25.403,
24.837999999999997,
24.573999999999998,
24.648,
25.149
],
"decode_512_steps": [
52.869,
51.833,
51.88099999999999,
51.937999999999995,
51.664
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_1024_steps": [
7308.802,
284.928,
101.59400000000001,
98.04,
99.226,
97.087,
97.229,
97.163
],
"decode_256_steps": [
24.176,
23.959,
24.062,
24.305,
24.119
],
"decode_512_steps": [
47.870999999999995,
47.986000000000004,
48.127,
48.11,
48.382
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_1024_steps": [
7409.526,
288.945,
121.059,
111.978,
110.29899999999999,
110.73700000000001,
110.201,
110.684
],
"decode_256_steps": [
24.057,
23.779,
23.674,
23.826,
23.682000000000002
],
"decode_512_steps": [
47.397,
47.699,
47.358,
47.334,
47.271
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_1024_steps": [
9050.349,
331.718,
144.245,
139.125,
139.11399999999998,
139.80100000000002,
139.339,
139.58499999999998
],
"decode_256_steps": [
25.33,
24.853,
24.804,
24.861,
25.108999999999998
],
"decode_512_steps": [
52.915,
51.424,
51.01,
51.577,
51.539
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_1024_steps": [
3324.504,
259.034,
96.744,
97.73700000000001,
97.726,
97.395,
97.14399999999999,
97.19
],
"decode_256_steps": [
24.328,
24.178,
24.116,
24.01,
24.592
],
"decode_512_steps": [
47.961999999999996,
48.294,
47.829,
47.418,
47.507
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_1024_steps": [
2863.857,
259.19599999999997,
111.956,
111.676,
111.446,
111.456,
111.62700000000001,
111.816
],
"decode_256_steps": [
23.759,
23.553,
23.624,
23.634999999999998,
23.609
],
"decode_512_steps": [
47.302,
47.150999999999996,
47.142,
46.906000000000006,
47.054
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_1024_steps": [
5562.23,
164.311,
160.751,
160.76,
160.831,
160.70999999999998,
160.71099999999998,
160.775
],
"decode_256_steps": [
29.430999999999997,
29.37,
29.375,
29.331,
29.365
],
"decode_512_steps": [
58.562999999999995,
58.535999999999994,
58.575,
58.613,
58.528
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_1024_steps": [
1855.2949999999998,
107.527,
100.268,
100.283,
100.149,
99.953,
99.911,
101.049
],
"decode_256_steps": [
23.043,
22.951,
22.971999999999998,
22.993,
22.979
],
"decode_512_steps": [
45.711,
46.265,
45.824999999999996,
46.097,
45.785
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_1024_steps": [
1946.966,
144.256,
125.554,
125.70500000000001,
122.839,
122.791,
123.065,
122.921
],
"decode_256_steps": [
22.952,
22.738,
22.74,
22.771,
22.715
],
"decode_512_steps": [
45.193999999999996,
45.211,
45.305,
45.178999999999995,
50.767
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_2048_steps": [
188028.128,
1542.084,
1305.35,
1305.474,
1305.166,
1305.2939999999999,
1305.504,
1305.0459999999998
],
"decode_256_steps": [
28.62,
27.939,
27.88,
28.25,
28.312
],
"decode_512_steps": [
82.934,
83.997,
83.82900000000001,
83.983,
83.569
],
"decode_1024_steps": [
305.102,
304.94599999999997,
304.796,
305.485,
305.55100000000004
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_2048_steps": [
180060.089,
486.072,
265.57599999999996,
263.338,
262.668,
265.312,
265.542,
264.44
],
"decode_256_steps": [
26.113999999999997,
25.076,
25.041999999999998,
25.266000000000002,
24.915
],
"decode_512_steps": [
49.486000000000004,
49.605000000000004,
52.056,
52.085,
50.891
],
"decode_1024_steps": [
102.59899999999999,
101.51899999999999,
101.353,
101.755,
102.23599999999999
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_2048_steps": [
180204.688,
558.592,
340.549,
339.929,
340.342,
340.16,
339.15000000000003,
339.519
],
"decode_256_steps": [
25.788999999999998,
25.218999999999998,
25.035,
25.279,
25.107
],
"decode_512_steps": [
49.813,
50.114,
50.173,
50.147999999999996,
50.067
],
"decode_1024_steps": [
112.38199999999999,
111.179,
111.637,
111.29400000000001,
112.054
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_2048_steps": [
54003.00399999999,
932.592,
746.765,
746.0949999999999,
745.728,
747.1139999999999,
746.116,
746.325
],
"decode_256_steps": [
25.65,
25.416,
25.343999999999998,
25.256,
25.168
],
"decode_512_steps": [
59.877,
59.193999999999996,
59.058,
59.275,
59.178000000000004
],
"decode_1024_steps": [
199.99,
199.52100000000002,
199.701,
199.963,
200.809
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_2048_steps": [
45456.405,
469.014,
261.534,
262.612,
260.706,
262.043,
261.487,
260.05699999999996
],
"decode_256_steps": [
24.643,
24.107,
24.003,
23.878,
23.955000000000002
],
"decode_512_steps": [
48.294,
48.348,
48.591,
49.014,
52.458999999999996
],
"decode_1024_steps": [
98.51400000000001,
97.71000000000001,
98.236,
100.513,
100.53
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_2048_steps": [
41970.03,
513.956,
336.98699999999997,
336.601,
342.03299999999996,
336.878,
336.635,
339.469
],
"decode_256_steps": [
23.993000000000002,
23.694,
23.511,
23.599,
23.682000000000002
],
"decode_512_steps": [
47.36,
47.112,
47.019,
46.94799999999999,
46.924
],
"decode_1024_steps": [
108.89999999999999,
109.074,
109.178,
109.16099999999999,
109.057
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_2048_steps": [
16604.161,
640.8770000000001,
483.285,
483.236,
482.939,
483.002,
483.30400000000003,
483.163
],
"decode_256_steps": [
24.513,
24.306,
24.289,
24.309,
24.268
],
"decode_512_steps": [
51.117999999999995,
57.234,
51.259,
51.212,
51.322
],
"decode_1024_steps": [
144.74200000000002,
144.899,
144.896,
144.935,
145.013
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_2048_steps": [
10323.351999999999,
432.241,
262.799,
259.849,
259.613,
259.843,
259.55400000000003,
259.56800000000004
],
"decode_256_steps": [
24.061,
23.792,
23.875,
23.774,
23.883000000000003
],
"decode_512_steps": [
47.53,
47.449999999999996,
49.312000000000005,
55.477,
48.779999999999994
],
"decode_1024_steps": [
96.72600000000001,
96.613,
96.89,
96.556,
96.693
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_2048_steps": [
10545.703,
521.692,
336.63300000000004,
336.178,
335.868,
336.128,
335.837,
335.96799999999996
],
"decode_256_steps": [
23.692999999999998,
23.401000000000003,
24.567,
23.366999999999997,
23.283
],
"decode_512_steps": [
53.418,
47.065999999999995,
46.627,
46.709,
46.550000000000004
],
"decode_1024_steps": [
108.816,
108.908,
109.016,
108.778,
108.848
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_2048_steps": [
10750.689,
624.38,
437.772,
436.958,
438.836,
437.789,
437.453,
437.49100000000004
],
"decode_256_steps": [
26.613,
24.431,
24.423000000000002,
24.676,
24.835
],
"decode_512_steps": [
50.916000000000004,
50.939,
50.947,
51.174,
50.98
],
"decode_1024_steps": [
136.763,
137.693,
137.52,
137.166,
137.853
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_2048_steps": [
4848.014,
463.71000000000004,
264.23600000000005,
263.943,
266.382,
264.99,
263.894,
264.66200000000003
],
"decode_256_steps": [
24.375,
24.131,
24.314,
24.203,
23.938000000000002
],
"decode_512_steps": [
48.342000000000006,
48.014,
47.976,
48.14,
48.068
],
"decode_1024_steps": [
97.923,
99.236,
98.349,
97.665,
97.738
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_2048_steps": [
4225.456999999999,
493.937,
342.024,
342.10200000000003,
342.381,
342.431,
342.099,
342.395
],
"decode_256_steps": [
23.752,
23.369,
23.296,
23.348,
23.366999999999997
],
"decode_512_steps": [
47.406,
46.387,
46.502,
46.514,
46.617
],
"decode_1024_steps": [
110.806,
111.05199999999999,
110.843,
111.562,
110.884
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_2048_steps": [
9267.567,
658.707,
487.173,
486.784,
487.58299999999997,
486.964,
487.008,
487.779
],
"decode_256_steps": [
29.055,
29.037,
28.927999999999997,
28.823,
28.765
],
"decode_512_steps": [
57.247,
57.243,
57.455,
57.482,
57.495
],
"decode_1024_steps": [
158.75400000000002,
158.362,
158.559,
158.375,
157.924
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_2048_steps": [
2764.657,
446.685,
287.025,
286.402,
286.90700000000004,
286.267,
287.827,
288.18100000000004
],
"decode_256_steps": [
24.304,
23.91,
23.909,
24.029999999999998,
23.855
],
"decode_512_steps": [
47.765,
47.573,
47.355000000000004,
47.465,
47.217
],
"decode_1024_steps": [
102.90599999999999,
103.02699999999999,
103.244,
109.595,
102.779
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_2048_steps": [
2900.9179999999997,
544.5100000000001,
381.67699999999996,
382.12,
380.971,
381.589,
382.19199999999995,
380.79699999999997
],
"decode_256_steps": [
23.714,
23.464,
23.561,
23.652,
23.392
],
"decode_512_steps": [
46.655,
47.143,
46.988,
46.876,
47.986000000000004
],
"decode_1024_steps": [
124.60499999999999,
125.06900000000002,
124.72500000000001,
125.998,
124.238
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": {
"compile_2048_steps": [
5152.708,
743.3689999999999,
743.38,
743.197,
743.303,
743.326,
743.192,
743.351
],
"decode_256_steps": [
93.159,
93.112,
93.144,
93.11800000000001,
93.074
],
"decode_512_steps": [
185.985,
185.98999999999998,
186.09,
186.054,
185.98899999999998
],
"decode_1024_steps": [
371.71500000000003,
371.774,
371.793,
371.839,
372.49399999999997
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": {
"compile_2048_steps": [
2046.4790000000003,
416.62,
416.219,
416.21799999999996,
416.3,
415.64,
416.14099999999996,
416.27799999999996
],
"decode_256_steps": [
52.179,
52.266,
52.167,
52.158,
52.083999999999996
],
"decode_512_steps": [
104.042,
104.21,
104.60600000000001,
104.725,
104.212
],
"decode_1024_steps": [
208.487,
208.341,
207.896,
208.074,
208.043
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": {
"compile_2048_steps": [
2334.218,
582.251,
582.487,
582.5500000000001,
582.4780000000001,
582.3430000000001,
582.4240000000001,
582.492
],
"decode_256_steps": [
73.31400000000001,
73.18900000000001,
73.145,
73.21600000000001,
73.037
],
"decode_512_steps": [
145.794,
145.733,
145.809,
145.761,
145.86499999999998
],
"decode_1024_steps": [
291.576,
291.62399999999997,
291.527,
291.26800000000003,
291.59200000000004
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_4096_steps": [
398818.488,
5545.886,
5324.836,
5324.664000000001,
5324.532999999999,
5324.392,
5324.683,
5325.156
],
"decode_256_steps": [
28.27,
27.820999999999998,
28.238,
27.958000000000002,
27.91
],
"decode_512_steps": [
82.512,
84.059,
83.202,
82.971,
83.24199999999999
],
"decode_1024_steps": [
305.103,
304.81399999999996,
304.603,
304.985,
305.029
],
"decode_2048_steps": [
1306.674,
1306.325,
1305.805,
1305.807,
1305.986
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_4096_steps": [
344651.23099999997,
1098.556,
877.1529999999999,
877.424,
875.908,
876.903,
876.593,
875.9019999999999
],
"decode_256_steps": [
24.275000000000002,
23.851,
24.084,
23.625,
24.011000000000003
],
"decode_512_steps": [
47.032,
46.699999999999996,
45.900000000000006,
45.627,
45.592
],
"decode_1024_steps": [
93.621,
95.062,
93.534,
94.277,
99.816
],
"decode_2048_steps": [
257.27299999999997,
257.183,
256.504,
256.122,
258.73600000000005
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_4096_steps": [
339499.686,
1399.826,
1198.549,
1198.604,
1198.154,
1198.2649999999999,
1199.654,
1198.2930000000001
],
"decode_256_steps": [
23.243,
22.66,
22.314,
22.205,
23.137999999999998
],
"decode_512_steps": [
45.512,
45.498,
45.121,
45.149,
44.903
],
"decode_1024_steps": [
107.179,
108.05199999999999,
107.738,
107.12299999999999,
107.047
],
"decode_2048_steps": [
334.146,
334.401,
336.089,
334.655,
334.541
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_4096_steps": [
82797.97,
3051.8559999999998,
2870.918,
2871.476,
2871.395,
2874.138,
2871.162,
2871.0
],
"decode_256_steps": [
25.113,
24.500999999999998,
24.402,
24.401,
24.386000000000003
],
"decode_512_steps": [
58.28,
58.274,
58.405,
58.274,
58.541999999999994
],
"decode_1024_steps": [
198.745,
198.928,
199.09199999999998,
198.911,
198.937
],
"decode_2048_steps": [
747.461,
747.772,
747.826,
748.1940000000001,
747.684
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_4096_steps": [
71192.381,
1032.6470000000002,
879.695,
878.943,
879.265,
878.973,
880.285,
878.158
],
"decode_256_steps": [
24.987,
24.616,
24.262,
23.936,
23.901
],
"decode_512_steps": [
47.757,
49.728,
47.789,
47.668,
47.723
],
"decode_1024_steps": [
97.01,
96.697,
96.9,
96.71000000000001,
96.85499999999999
],
"decode_2048_steps": [
258.666,
259.32,
259.15700000000004,
259.413,
259.376
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_4096_steps": [
71326.037,
1353.3,
1201.703,
1199.322,
1198.952,
1198.7779999999998,
1199.078,
1199.0320000000002
],
"decode_256_steps": [
24.93,
23.886,
23.735,
23.769,
23.667
],
"decode_512_steps": [
47.345,
47.292,
47.294999999999995,
47.199999999999996,
47.322
],
"decode_1024_steps": [
109.03,
109.148,
109.457,
109.192,
109.682
],
"decode_2048_steps": [
335.924,
336.219,
336.199,
336.063,
336.521
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_4096_steps": [
27080.596,
1917.939,
1751.921,
1751.825,
1751.52,
1751.602,
1751.491,
1752.92
],
"decode_256_steps": [
24.492,
24.032999999999998,
24.066,
24.079,
24.108999999999998
],
"decode_512_steps": [
51.055,
50.837,
51.062000000000005,
50.929,
50.897
],
"decode_1024_steps": [
144.601,
144.601,
144.794,
144.561,
144.625
],
"decode_2048_steps": [
484.839,
485.402,
484.94399999999996,
485.031,
484.73199999999997
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_4096_steps": [
19337.980000000003,
1052.6850000000002,
882.3149999999999,
881.131,
880.061,
879.537,
879.872,
879.719
],
"decode_256_steps": [
24.393,
23.868000000000002,
23.85,
23.944,
23.868000000000002
],
"decode_512_steps": [
47.728,
47.445,
47.65,
47.508,
47.686
],
"decode_1024_steps": [
96.339,
96.43,
96.383,
96.298,
96.40400000000001
],
"decode_2048_steps": [
259.706,
259.09900000000005,
259.022,
260.139,
259.935
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_4096_steps": [
20029.710000000003,
1351.626,
1198.5829999999999,
1198.584,
1199.44,
1198.6509999999998,
1198.6950000000002,
1198.487
],
"decode_256_steps": [
23.900000000000002,
23.552,
23.509,
23.469,
23.421
],
"decode_512_steps": [
46.839,
46.633,
46.733,
46.830999999999996,
46.695
],
"decode_1024_steps": [
108.692,
108.94800000000001,
112.334,
108.7,
108.86500000000001
],
"decode_2048_steps": [
335.566,
335.488,
336.391,
335.283,
336.149
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_4096_steps": [
13301.232,
1673.5249999999999,
1524.548,
1518.354,
1518.477,
1518.45,
1518.084,
1518.157
],
"decode_256_steps": [
24.871000000000002,
24.349,
24.311,
24.480999999999998,
24.407999999999998
],
"decode_512_steps": [
50.976,
51.089000000000006,
51.007999999999996,
50.832,
50.842
],
"decode_1024_steps": [
136.61,
136.754,
136.514,
136.685,
136.51
],
"decode_2048_steps": [
436.093,
436.331,
436.221,
436.37199999999996,
436.21500000000003
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_4096_steps": [
6896.754,
1049.4699999999998,
888.8549999999999,
888.524,
888.9449999999999,
888.681,
888.081,
888.282
],
"decode_256_steps": [
23.833,
23.61,
23.608,
23.485,
23.477
],
"decode_512_steps": [
46.971,
46.641000000000005,
46.642999999999994,
46.619,
46.813
],
"decode_1024_steps": [
95.97200000000001,
96.369,
95.876,
95.818,
95.766
],
"decode_2048_steps": [
261.169,
261.396,
261.443,
262.195,
261.849
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_4096_steps": [
7372.273,
1360.035,
1214.906,
1214.7920000000001,
1217.233,
1215.257,
1215.162,
1215.284
],
"decode_256_steps": [
23.976999999999997,
23.502,
23.553,
23.431,
23.439
],
"decode_512_steps": [
46.80200000000001,
46.767,
46.591,
46.608,
46.752
],
"decode_1024_steps": [
111.095,
111.58500000000001,
111.296,
111.399,
111.07499999999999
],
"decode_2048_steps": [
342.209,
342.815,
342.705,
342.50199999999995,
342.68100000000004
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_4096_steps": [
9721.667,
1767.364,
1611.792,
1611.847,
1611.604,
1611.819,
1611.674,
1613.755
],
"decode_256_steps": [
28.962000000000003,
28.739,
28.675,
28.668,
28.693
],
"decode_512_steps": [
57.137,
57.09,
57.168,
57.207,
57.118
],
"decode_1024_steps": [
157.414,
157.499,
157.389,
157.45100000000002,
157.29999999999998
],
"decode_2048_steps": [
483.34700000000004,
483.43199999999996,
483.675,
483.414,
483.312
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_4096_steps": [
3649.398,
1092.374,
947.629,
948.799,
947.82,
948.36,
948.868,
947.801
],
"decode_256_steps": [
23.831000000000003,
23.643,
23.567999999999998,
23.494,
23.455000000000002
],
"decode_512_steps": [
46.867,
46.775999999999996,
47.173,
46.769,
46.888
],
"decode_1024_steps": [
101.566,
101.632,
101.698,
101.857,
101.702
],
"decode_2048_steps": [
285.18399999999997,
285.306,
286.931,
285.265,
285.54600000000005
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_4096_steps": [
4016.9649999999997,
1452.067,
1304.868,
1304.791,
1307.028,
1305.086,
1304.8519999999999,
1304.728
],
"decode_256_steps": [
23.805,
23.352,
24.552,
23.237000000000002,
23.243
],
"decode_512_steps": [
46.486,
46.385000000000005,
46.510999999999996,
46.489999999999995,
46.428
],
"decode_1024_steps": [
123.66499999999999,
123.77499999999999,
123.788,
124.127,
123.87299999999999
],
"decode_2048_steps": [
380.99300000000005,
383.93399999999997,
381.14500000000004,
381.233,
380.837
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": {
"compile_4096_steps": [
7412.466,
2121.234,
2121.377,
2121.474,
2121.683,
2121.5060000000003,
2121.091,
2121.356
],
"decode_256_steps": [
93.289,
93.208,
93.251,
93.274,
93.167
],
"decode_512_steps": [
186.223,
186.303,
186.274,
186.282,
186.288
],
"decode_1024_steps": [
372.18800000000005,
372.185,
372.12800000000004,
372.20300000000003,
372.142
],
"decode_2048_steps": [
744.26,
744.0909999999999,
744.2220000000001,
743.909,
744.447
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": {
"compile_4096_steps": [
2929.2729999999997,
1226.65,
1227.016,
1227.2179999999998,
1226.9650000000001,
1227.4689999999998,
1226.982,
1227.177
],
"decode_256_steps": [
52.31,
52.147,
52.181,
52.207,
52.185
],
"decode_512_steps": [
104.026,
104.19399999999999,
104.15,
104.228,
104.143
],
"decode_1024_steps": [
208.332,
208.29,
208.18,
208.15,
208.426
],
"decode_2048_steps": [
416.412,
416.38399999999996,
416.291,
416.17900000000003,
416.31600000000003
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": {
"compile_4096_steps": [
3429.709,
1709.399,
1709.298,
1708.922,
1708.907,
1708.827,
1708.968,
1709.004
],
"decode_256_steps": [
73.062,
72.902,
72.878,
72.885,
72.859
],
"decode_512_steps": [
145.531,
145.672,
145.6,
145.695,
145.60999999999999
],
"decode_1024_steps": [
290.976,
290.964,
291.045,
290.91299999999995,
290.97
],
"decode_2048_steps": [
581.653,
582.0809999999999,
581.7719999999999,
581.669,
581.627
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_8192_steps": [
700036.456,
21806.357,
21608.021,
21608.974,
21607.833,
21609.362,
21609.594,
21609.172000000002
],
"decode_256_steps": [
29.575,
27.691,
27.534,
28.049999999999997,
27.532999999999998
],
"decode_512_steps": [
82.17399999999999,
82.17399999999999,
82.58600000000001,
82.422,
82.60000000000001
],
"decode_1024_steps": [
304.396,
304.546,
304.67,
304.68899999999996,
304.36400000000003
],
"decode_2048_steps": [
1304.162,
1303.9879999999998,
1304.17,
1304.289,
1304.2359999999999
],
"decode_4096_steps": [
5323.951,
5324.413,
5324.405,
5324.235,
5324.07
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_8192_steps": [
623696.18,
3425.962,
3226.799,
3223.9719999999998,
3223.958,
3224.358,
3224.532,
3223.922
],
"decode_256_steps": [
23.77,
22.773000000000003,
22.716,
22.666999999999998,
22.595
],
"decode_512_steps": [
44.807,
44.782000000000004,
44.457,
44.501,
44.318999999999996
],
"decode_1024_steps": [
91.251,
91.366,
91.487,
92.36800000000001,
91.352
],
"decode_2048_steps": [
250.444,
251.75300000000001,
251.085,
252.05899999999997,
253.508
],
"decode_4096_steps": [
857.668,
858.034,
860.382,
858.4490000000001,
858.0179999999999
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_8192_steps": [
628552.348,
4787.118,
4564.883,
4564.530000000001,
4564.655,
4566.414,
4566.137000000001,
4565.352
],
"decode_256_steps": [
23.851,
22.951,
25.51,
26.278,
24.885
],
"decode_512_steps": [
45.06,
44.977000000000004,
44.848,
44.791,
44.711
],
"decode_1024_steps": [
106.59599999999999,
107.17699999999999,
106.947,
106.911,
106.934
],
"decode_2048_steps": [
333.883,
334.61999999999995,
334.577,
334.64500000000004,
334.438
],
"decode_4096_steps": [
1197.466,
1197.556,
1198.8239999999998,
1198.4189999999999,
1197.861
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_8192_steps": [
168645.584,
11519.348,
11343.54,
11343.785,
11345.129,
11345.221,
11345.533,
11345.834
],
"decode_256_steps": [
24.491,
23.755,
23.616999999999997,
23.619999999999997,
23.642
],
"decode_512_steps": [
58.316,
57.375,
57.342,
57.342,
57.354
],
"decode_1024_steps": [
197.669,
198.22400000000002,
198.118,
198.128,
198.281
],
"decode_2048_steps": [
745.505,
745.792,
746.0179999999999,
745.8620000000001,
745.835
],
"decode_4096_steps": [
2873.29,
2873.072,
2872.9249999999997,
2873.062,
2873.236
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_8192_steps": [
144348.06,
3400.5040000000004,
3222.2400000000002,
3222.399,
3222.428,
3222.445,
3222.4919999999997,
3222.779
],
"decode_256_steps": [
22.965,
22.419,
22.338,
22.283,
22.883
],
"decode_512_steps": [
44.748000000000005,
44.477000000000004,
44.403999999999996,
44.457,
44.519000000000005
],
"decode_1024_steps": [
91.557,
91.852,
91.547,
91.781,
91.485
],
"decode_2048_steps": [
250.44,
252.87500000000003,
250.842,
250.63800000000003,
250.76100000000002
],
"decode_4096_steps": [
856.274,
856.6890000000001,
856.8240000000001,
856.756,
856.591
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_8192_steps": [
146680.319,
4741.9310000000005,
4563.513000000001,
4562.3060000000005,
4564.108,
4563.063,
4563.347000000001,
4562.687999999999
],
"decode_256_steps": [
23.133,
22.509999999999998,
22.53,
22.428,
22.574
],
"decode_512_steps": [
44.699000000000005,
44.596,
44.769000000000005,
44.628,
44.62
],
"decode_1024_steps": [
106.61800000000001,
106.65299999999999,
107.234,
107.825,
108.319
],
"decode_2048_steps": [
334.07399999999996,
333.734,
333.489,
333.453,
333.423
],
"decode_4096_steps": [
1195.944,
1196.115,
1201.308,
1196.41,
1196.264
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_8192_steps": [
50614.50399999999,
6845.843999999999,
6684.488,
6685.068,
6686.378000000001,
6684.264,
6684.292,
6685.832
],
"decode_256_steps": [
24.417,
23.973000000000003,
23.917,
23.822,
23.827
],
"decode_512_steps": [
50.541000000000004,
50.65,
50.666000000000004,
50.673,
50.643
],
"decode_1024_steps": [
144.137,
144.114,
144.604,
144.27,
144.194
],
"decode_2048_steps": [
483.663,
483.925,
483.711,
483.746,
483.74
],
"decode_4096_steps": [
1752.604,
1755.7830000000001,
1752.382,
1752.586,
1753.3609999999999
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_8192_steps": [
39224.099,
3385.84,
3230.6339999999996,
3231.583,
3230.939,
3239.016,
3230.588,
3232.084
],
"decode_256_steps": [
24.535999999999998,
24.137,
24.032999999999998,
24.049,
24.032
],
"decode_512_steps": [
47.93,
47.818,
47.823,
47.775,
49.552
],
"decode_1024_steps": [
97.39399999999999,
97.004,
96.973,
97.04899999999999,
97.342
],
"decode_2048_steps": [
257.938,
256.779,
256.605,
256.603,
256.69
],
"decode_4096_steps": [
863.2579999999999,
863.074,
863.22,
863.792,
863.341
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_8192_steps": [
41415.626000000004,
4720.67,
4564.0869999999995,
4565.219,
4565.7880000000005,
4565.216,
4565.399,
4565.495
],
"decode_256_steps": [
23.862000000000002,
23.362000000000002,
23.302,
23.294,
23.259999999999998
],
"decode_512_steps": [
46.436,
46.426,
46.411,
46.516000000000005,
46.449
],
"decode_1024_steps": [
109.012,
108.403,
108.274,
108.294,
108.852
],
"decode_2048_steps": [
335.355,
335.55,
335.447,
335.493,
335.648
],
"decode_4096_steps": [
1198.137,
1198.239,
1198.2820000000002,
1198.601,
1198.751
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_8192_steps": [
22355.787,
5803.9800000000005,
5652.072,
5651.627,
5651.447,
5651.512000000001,
5651.713,
5651.286
],
"decode_256_steps": [
25.239,
24.093,
24.112000000000002,
23.977999999999998,
23.974
],
"decode_512_steps": [
50.257000000000005,
50.323,
50.226,
50.274,
50.236000000000004
],
"decode_1024_steps": [
135.888,
135.696,
135.849,
135.882,
135.781
],
"decode_2048_steps": [
434.83500000000004,
434.916,
434.693,
435.027,
434.787
],
"decode_4096_steps": [
1515.194,
1514.972,
1515.196,
1515.1129999999998,
1515.094
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_8192_steps": [
13753.709,
3389.0220000000004,
3248.9530000000004,
3249.244,
3248.624,
3249.114,
3249.13,
3251.06
],
"decode_256_steps": [
23.883000000000003,
23.512,
23.536,
23.517,
23.490000000000002
],
"decode_512_steps": [
46.906000000000006,
47.269,
48.178,
47.128,
46.982000000000006
],
"decode_1024_steps": [
95.904,
95.925,
95.748,
103.34500000000001,
98.291
],
"decode_2048_steps": [
258.33099999999996,
258.261,
257.93899999999996,
258.277,
258.33099999999996
],
"decode_4096_steps": [
870.414,
870.41,
869.989,
870.5110000000001,
872.936
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_8192_steps": [
15273.748,
4741.288,
4596.531,
4595.068,
4598.3,
4601.148,
4601.929,
4598.903
],
"decode_256_steps": [
24.011999999999997,
23.437,
23.473000000000003,
23.441,
23.493
],
"decode_512_steps": [
46.75,
46.871,
46.879999999999995,
47.025999999999996,
46.82299999999999
],
"decode_1024_steps": [
111.051,
111.084,
111.169,
111.024,
111.149
],
"decode_2048_steps": [
342.13100000000003,
343.186,
342.385,
342.322,
342.80100000000004
],
"decode_4096_steps": [
1213.3290000000002,
1213.7,
1213.702,
1213.948,
1213.838
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_8192_steps": [
14937.727,
5948.553000000001,
5791.289,
5791.698,
5792.057,
5792.080999999999,
5792.188999999999,
5791.937
],
"decode_256_steps": [
29.03,
28.732,
28.733,
28.671,
28.683
],
"decode_512_steps": [
57.143,
57.146,
57.094,
57.126000000000005,
57.266
],
"decode_1024_steps": [
157.29199999999997,
157.244,
157.4,
157.23100000000002,
157.45000000000002
],
"decode_2048_steps": [
482.13,
482.423,
482.286,
482.282,
482.38399999999996
],
"decode_4096_steps": [
1604.079,
1604.398,
1604.154,
1603.979,
1604.2289999999998
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_8192_steps": [
7223.602,
3526.5939999999996,
3379.308,
3379.232,
3379.588,
3379.673,
3379.15,
3380.077
],
"decode_256_steps": [
24.985,
23.684,
23.605,
23.697,
23.627
],
"decode_512_steps": [
47.205999999999996,
46.991,
47.093,
46.919000000000004,
47.263
],
"decode_1024_steps": [
102.706,
101.039,
101.154,
100.83399999999999,
101.063
],
"decode_2048_steps": [
281.176,
281.03499999999997,
283.754,
281.21000000000004,
281.53099999999995
],
"decode_4096_steps": [
929.329,
929.2719999999999,
929.221,
929.438,
929.684
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_8192_steps": [
8648.606,
4930.746,
4793.388,
4791.433,
4788.866,
4791.943,
4793.224999999999,
4794.675
],
"decode_256_steps": [
23.907999999999998,
23.676,
23.437,
23.438,
23.403
],
"decode_512_steps": [
46.455000000000005,
46.467,
46.440000000000005,
46.547,
46.455999999999996
],
"decode_1024_steps": [
123.405,
124.07799999999999,
124.527,
129.135,
124.30499999999999
],
"decode_2048_steps": [
381.35200000000003,
380.998,
380.97700000000003,
380.83299999999997,
383.481
],
"decode_4096_steps": [
1303.9,
1303.82,
1303.31,
1303.565,
1303.32
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": {
"compile_8192_steps": [
14569.639000000001,
6925.833,
6773.684,
6773.492,
6773.705,
6773.704000000001,
6773.753,
6773.584
],
"decode_256_steps": [
91.637,
91.419,
91.387,
91.41000000000001,
91.485
],
"decode_512_steps": [
182.66299999999998,
182.643,
182.674,
182.608,
182.588
],
"decode_1024_steps": [
365.157,
365.153,
365.09999999999997,
365.03999999999996,
365.27500000000003
],
"decode_2048_steps": [
729.93,
729.853,
729.6519999999999,
730.062,
729.905
],
"decode_4096_steps": [
2083.2000000000003,
2083.196,
2083.491,
2083.59,
2083.5629999999996
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": {
"compile_8192_steps": [
5986.114,
4082.285,
3937.6319999999996,
3937.506,
3937.513,
3937.672,
3937.506,
3937.391
],
"decode_256_steps": [
51.318999999999996,
51.163,
51.159000000000006,
51.109,
51.176
],
"decode_512_steps": [
102.08,
102.229,
102.174,
102.11399999999999,
102.098
],
"decode_1024_steps": [
204.083,
204.18800000000002,
203.995,
204.191,
204.091
],
"decode_2048_steps": [
408.08299999999997,
408.132,
408.105,
408.014,
408.128
],
"decode_4096_steps": [
1199.573,
1199.412,
1199.435,
1199.565,
1199.3180000000002
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": {
"compile_8192_steps": [
7678.276999999999,
5774.0289999999995,
5628.972,
5632.699,
5625.631,
5637.509,
5629.267,
5634.1630000000005
],
"decode_256_steps": [
73.017,
72.90299999999999,
72.922,
72.884,
72.869
],
"decode_512_steps": [
145.55499999999998,
145.73,
145.584,
145.65900000000002,
145.607
],
"decode_1024_steps": [
290.954,
290.945,
290.997,
291.062,
291.039
],
"decode_2048_steps": [
581.806,
581.6949999999999,
581.6360000000001,
581.705,
581.623
],
"decode_4096_steps": [
1712.321,
1712.559,
1713.391,
1713.127,
1713.588
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": [],
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_16384_steps": [
1439108.3530000001,
12813.5,
12556.105000000001,
12556.903,
12558.318,
12558.311,
12569.102,
12558.676
],
"decode_256_steps": [
24.497,
23.93,
23.562,
23.327,
23.199
],
"decode_512_steps": [
45.768,
45.851000000000006,
45.44,
45.528,
45.475
],
"decode_1024_steps": [
91.837,
92.17500000000001,
92.541,
92.17500000000001,
92.053
],
"decode_2048_steps": [
254.432,
251.73600000000002,
251.96600000000004,
251.525,
251.38899999999998
],
"decode_4096_steps": [
856.5129999999999,
856.972,
857.1,
856.8050000000001,
857.007
],
"decode_8192_steps": [
3212.053,
3211.528,
3212.231,
3212.416,
3211.953
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_16384_steps": [
1477502.227,
18243.9,
17982.454,
17980.253999999997,
17990.459000000003,
17983.833000000002,
18033.784,
18066.424000000003
],
"decode_256_steps": [
24.35,
23.004,
22.668,
22.576999999999998,
22.541999999999998
],
"decode_512_steps": [
45.012,
44.851,
44.74,
44.713,
44.943999999999996
],
"decode_1024_steps": [
106.791,
107.026,
106.92599999999999,
106.973,
107.23100000000001
],
"decode_2048_steps": [
335.89000000000004,
334.418,
334.354,
335.332,
334.806
],
"decode_4096_steps": [
1197.908,
1199.26,
1199.419,
1197.62,
1198.532
],
"decode_8192_steps": [
4586.8099999999995,
4589.975,
4588.479,
4591.266,
4591.374
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": [],
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_16384_steps": [
306344.724,
12724.112,
12553.616,
12552.682,
12553.802,
12555.17,
12553.719,
12554.858
],
"decode_256_steps": [
22.868,
22.159000000000002,
22.032,
22.041999999999998,
22.548
],
"decode_512_steps": [
43.922000000000004,
47.332,
46.614000000000004,
43.567,
43.589000000000006
],
"decode_1024_steps": [
90.36800000000001,
90.162,
90.067,
90.359,
90.39800000000001
],
"decode_2048_steps": [
249.24099999999999,
249.774,
249.847,
249.764,
250.12099999999998
],
"decode_4096_steps": [
855.409,
855.271,
855.322,
854.891,
854.997
],
"decode_8192_steps": [
3209.8089999999997,
3210.0939999999996,
3209.829,
3210.518,
3210.4230000000002
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_16384_steps": [
315410.848,
18150.739,
17957.57,
17961.27,
17981.75,
18002.842,
18021.270999999997,
18039.956
],
"decode_256_steps": [
22.974999999999998,
21.979,
22.061,
22.063,
21.755
],
"decode_512_steps": [
43.628,
43.647,
43.467999999999996,
43.611,
43.276
],
"decode_1024_steps": [
105.282,
110.519,
105.916,
105.83800000000001,
105.649
],
"decode_2048_steps": [
331.954,
332.28000000000003,
332.19599999999997,
332.19,
332.185
],
"decode_4096_steps": [
1194.788,
1196.236,
1194.877,
1195.338,
1194.9350000000002
],
"decode_8192_steps": [
4582.311,
4585.711,
4583.256,
4585.489,
4586.108
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": [],
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_16384_steps": [
85344.22499999999,
12723.384,
12562.354,
12561.418,
12562.088,
12561.460000000001,
12563.276,
12567.658
],
"decode_256_steps": [
23.206999999999997,
22.553,
22.404,
22.451999999999998,
22.448
],
"decode_512_steps": [
44.701,
44.565,
44.685,
44.649,
44.629000000000005
],
"decode_1024_steps": [
92.068,
91.757,
91.884,
91.80499999999999,
91.731
],
"decode_2048_steps": [
252.085,
252.171,
252.39800000000002,
252.125,
254.01800000000003
],
"decode_4096_steps": [
857.911,
858.015,
857.798,
857.8149999999999,
858.706
],
"decode_8192_steps": [
3214.2889999999998,
3214.713,
3214.099,
3214.0409999999997,
3214.804
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_16384_steps": [
93877.02,
18120.414,
17947.97,
17951.779,
17988.412,
18002.31,
18017.205,
18027.507
],
"decode_256_steps": [
23.882,
23.339,
23.258000000000003,
23.181,
23.169999999999998
],
"decode_512_steps": [
46.168,
46.275999999999996,
46.178999999999995,
46.161,
46.143
],
"decode_1024_steps": [
108.009,
108.173,
108.25999999999999,
108.13300000000001,
112.54599999999999
],
"decode_2048_steps": [
334.886,
334.67900000000003,
334.668,
334.892,
334.57300000000004
],
"decode_4096_steps": [
1197.8249999999998,
1201.669,
1199.511,
1199.0819999999999,
1198.432
],
"decode_8192_steps": [
4583.824,
4586.187,
4584.399,
4586.318,
4588.115
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_16384_steps": [
49760.57,
21906.579,
21747.194,
21748.844999999998,
21749.313000000002,
21751.08,
21750.857,
21749.159
],
"decode_256_steps": [
25.544,
24.733999999999998,
24.772,
24.54,
24.459000000000003
],
"decode_512_steps": [
51.090999999999994,
50.937000000000005,
50.842999999999996,
50.669,
50.717999999999996
],
"decode_1024_steps": [
136.524,
136.63400000000001,
136.505,
137.84,
136.487
],
"decode_2048_steps": [
435.65999999999997,
436.81399999999996,
436.448,
435.832,
441.847
],
"decode_4096_steps": [
1515.05,
1517.5510000000002,
1515.3220000000001,
1514.952,
1516.8790000000001
],
"decode_8192_steps": [
5650.549,
5647.609,
5647.949,
5648.3189999999995,
5647.776000000001
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_16384_steps": [
32415.427,
12744.543,
12601.043000000001,
12598.501,
12598.609,
12601.44,
12600.300000000001,
12601.796
],
"decode_256_steps": [
23.872,
23.485,
23.502,
23.417,
23.743
],
"decode_512_steps": [
46.947,
46.733999999999995,
46.86,
46.749,
46.601
],
"decode_1024_steps": [
95.54700000000001,
95.718,
95.391,
95.395,
95.30199999999999
],
"decode_2048_steps": [
257.67600000000004,
257.613,
257.82,
257.924,
257.832
],
"decode_4096_steps": [
868.015,
870.715,
868.147,
868.396,
868.303
],
"decode_8192_steps": [
3234.6659999999997,
3234.361,
3236.14,
3234.768,
3234.181
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_16384_steps": [
37865.868,
18151.27,
18033.348,
18062.288,
18075.126999999997,
18094.83,
18104.99,
18144.511000000002
],
"decode_256_steps": [
24.0,
23.404,
23.472,
23.366,
23.464
],
"decode_512_steps": [
46.462999999999994,
46.299,
46.564,
46.381,
46.451
],
"decode_1024_steps": [
110.78,
110.763,
110.837,
110.866,
110.898
],
"decode_2048_steps": [
341.826,
342.43600000000004,
347.25,
347.65000000000003,
342.55400000000003
],
"decode_4096_steps": [
1219.757,
1221.118,
1220.998,
1220.389,
1219.897
],
"decode_8192_steps": [
4638.032,
4637.3730000000005,
4643.035,
4641.275000000001,
4639.168
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_16384_steps": [
33298.895000000004,
22012.821,
21849.68,
21851.725,
21852.655,
21854.372000000003,
21857.329,
21858.557
],
"decode_256_steps": [
29.125999999999998,
28.837999999999997,
28.762,
28.724,
28.805
],
"decode_512_steps": [
57.388,
58.104000000000006,
57.477000000000004,
57.353,
57.753
],
"decode_1024_steps": [
158.619,
158.554,
158.532,
158.171,
158.48999999999998
],
"decode_2048_steps": [
483.882,
485.039,
484.09799999999996,
484.3,
484.81
],
"decode_4096_steps": [
1606.542,
1607.0059999999999,
1607.142,
1606.435,
1606.673
],
"decode_8192_steps": [
5783.392,
5783.897,
5784.2570000000005,
5784.573,
5784.671
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_16384_steps": [
19817.426,
13047.537,
12886.278,
12884.0,
12884.175000000001,
12883.205,
12884.895,
12883.900000000001
],
"decode_256_steps": [
24.424,
23.892,
24.119999999999997,
23.751,
23.625
],
"decode_512_steps": [
46.945,
46.866,
46.955999999999996,
46.873,
46.819
],
"decode_1024_steps": [
100.756,
101.228,
102.005,
103.181,
101.795
],
"decode_2048_steps": [
282.637,
282.17900000000003,
282.752,
282.572,
283.417
],
"decode_4096_steps": [
929.52,
929.687,
929.6450000000001,
929.392,
929.5909999999999
],
"decode_8192_steps": [
3368.225,
3369.611,
3373.164,
3369.73,
3368.304
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_16384_steps": [
25369.136000000002,
18573.564000000002,
18451.692000000003,
18474.538,
18484.535,
18500.965,
18514.874,
18515.192
],
"decode_256_steps": [
24.429,
23.796999999999997,
23.616000000000003,
23.580000000000002,
23.73
],
"decode_512_steps": [
47.572,
47.268,
47.379999999999995,
48.662,
48.154
],
"decode_1024_steps": [
124.999,
125.12,
124.476,
123.982,
124.007
],
"decode_2048_steps": [
381.033,
382.289,
381.83,
383.095,
381.079
],
"decode_4096_steps": [
1309.224,
1309.887,
1309.458,
1308.414,
1308.039
],
"decode_8192_steps": [
4823.527999999999,
4827.347,
4824.481,
4824.985,
4825.474
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": {
"compile_16384_steps": [
31809.815,
23987.690000000002,
23795.217,
23797.350000000002,
23797.971,
23798.097999999998,
23798.531,
23798.431999999997
],
"decode_256_steps": [
91.92599999999999,
91.71600000000001,
91.621,
91.477,
91.469
],
"decode_512_steps": [
182.731,
183.188,
183.04899999999998,
182.989,
183.072
],
"decode_1024_steps": [
365.384,
365.262,
365.86800000000005,
365.325,
365.276
],
"decode_2048_steps": [
730.776,
730.29,
730.822,
730.2689999999999,
730.821
],
"decode_4096_steps": [
2084.821,
2085.191,
2084.712,
2085.125,
2084.9790000000003
],
"decode_8192_steps": [
6738.5869999999995,
6738.329000000001,
6738.322,
6738.492,
6738.815
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": {
"compile_16384_steps": [
16922.46,
14207.444000000001,
14026.438,
14025.661,
14023.968,
14024.592999999999,
14024.139,
14024.927
],
"decode_256_steps": [
51.62,
51.331,
51.296,
51.265,
51.259
],
"decode_512_steps": [
102.325,
102.40599999999999,
102.423,
102.505,
102.448
],
"decode_1024_steps": [
204.46900000000002,
204.604,
204.63,
205.04500000000002,
205.32
],
"decode_2048_steps": [
409.293,
409.085,
409.71200000000005,
409.78999999999996,
409.187
],
"decode_4096_steps": [
1198.337,
1198.701,
1198.55,
1198.711,
1198.612
],
"decode_8192_steps": [
3926.765,
3926.004,
3926.762,
3926.333,
3926.685
]
},
"(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": {
"compile_16384_steps": [
22916.394,
20294.59,
20144.863999999998,
20211.024999999998,
20237.888000000003,
20244.146,
20240.863999999998,
20242.667999999998
],
"decode_256_steps": [
74.071,
73.12100000000001,
73.022,
72.968,
73.146
],
"decode_512_steps": [
145.62900000000002,
146.687,
145.852,
146.87,
146.581
],
"decode_1024_steps": [
292.417,
291.554,
293.331,
291.314,
292.23199999999997
],
"decode_2048_steps": [
585.052,
584.0490000000001,
584.171,
585.003,
583.213
],
"decode_4096_steps": [
1725.787,
1723.128,
1723.615,
1723.857,
1723.529
],
"decode_8192_steps": [
5674.956,
5676.295999999999,
5676.276,
5674.934,
5675.8730000000005
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": [],
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_32768_steps": [
3994875.317,
51412.746,
51017.415,
51018.789,
51028.481999999996,
51033.323000000004,
51035.384999999995,
51034.918
],
"decode_256_steps": [
26.199,
25.536,
25.826,
25.921,
25.904
],
"decode_512_steps": [
48.54,
48.166000000000004,
48.484,
47.867,
47.932
],
"decode_1024_steps": [
93.277,
92.539,
91.994,
92.354,
92.744
],
"decode_2048_steps": [
252.35999999999999,
254.382,
253.32500000000002,
254.451,
253.84
],
"decode_4096_steps": [
863.09,
865.323,
863.163,
863.319,
864.042
],
"decode_8192_steps": [
3249.319,
3249.0009999999997,
3249.253,
3249.078,
3248.547
],
"decode_16384_steps": [
12759.61,
12758.67,
12756.329,
12756.968,
12757.908000000001
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_32768_steps": [
4056259.533,
71880.505,
71774.22799999999,
72040.381,
72027.91399999999,
72056.15299999999,
72054.516,
72053.866
],
"decode_256_steps": [
25.748,
23.389,
24.567999999999998,
24.701,
24.622
],
"decode_512_steps": [
47.752,
48.917,
48.376000000000005,
47.239999999999995,
51.194
],
"decode_1024_steps": [
109.084,
107.047,
107.07300000000001,
107.534,
109.0
],
"decode_2048_steps": [
335.964,
335.079,
334.972,
334.543,
337.934
],
"decode_4096_steps": [
1204.685,
1204.795,
1205.203,
1204.858,
1204.093
],
"decode_8192_steps": [
4604.932,
4606.152,
4607.288,
4607.370000000001,
4611.269
],
"decode_16384_steps": [
18097.193,
18096.505,
18097.103,
18096.814,
18101.863999999998
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": [],
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_32768_steps": [
764316.594,
51227.185,
51014.601,
51013.534,
51012.386999999995,
51014.672,
51022.109,
51014.606999999996
],
"decode_256_steps": [
23.326,
25.872,
22.956,
23.182000000000002,
23.222
],
"decode_512_steps": [
45.034,
44.096999999999994,
43.802,
43.621,
43.606
],
"decode_1024_steps": [
90.28500000000001,
90.548,
90.256,
92.61500000000001,
91.719
],
"decode_2048_steps": [
251.646,
251.88700000000003,
250.76500000000001,
250.38700000000003,
250.152
],
"decode_4096_steps": [
859.673,
859.306,
861.304,
860.1170000000001,
860.6610000000001
],
"decode_8192_steps": [
3246.161,
3247.239,
3245.5280000000002,
3245.9280000000003,
3246.5099999999998
],
"decode_16384_steps": [
12750.055,
12749.402,
12752.051,
12749.627999999999,
12749.222
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_32768_steps": [
803636.118,
71690.294,
71719.098,
71887.315,
71941.253,
71960.007,
71978.69099999999,
71997.89300000001
],
"decode_256_steps": [
23.703,
23.252,
23.147000000000002,
23.341,
24.660999999999998
],
"decode_512_steps": [
45.67,
45.227000000000004,
45.094,
45.357,
45.358000000000004
],
"decode_1024_steps": [
106.384,
107.244,
106.386,
106.033,
106.597
],
"decode_2048_steps": [
332.772,
332.776,
336.626,
333.16,
332.69
],
"decode_4096_steps": [
1200.6270000000002,
1199.6290000000001,
1200.4850000000001,
1198.404,
1199.6290000000001
],
"decode_8192_steps": [
4599.158,
4598.494,
4598.359,
4596.455,
4597.723
],
"decode_16384_steps": [
18080.145,
18080.231,
18084.158,
18085.797,
18093.008
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": [],
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_32768_steps": [
218215.721,
51214.383,
51022.769,
51028.67,
51032.611000000004,
51033.199,
51030.251,
51028.602999999996
],
"decode_256_steps": [
22.341,
21.860999999999997,
21.774,
21.693,
21.825
],
"decode_512_steps": [
43.265,
43.524,
43.817,
43.92,
46.639
],
"decode_1024_steps": [
90.205,
90.312,
89.85799999999999,
89.89,
90.44099999999999
],
"decode_2048_steps": [
252.43300000000002,
252.208,
252.23299999999998,
251.20399999999998,
250.55500000000004
],
"decode_4096_steps": [
862.136,
860.955,
862.381,
862.845,
861.072
],
"decode_8192_steps": [
3250.845,
3248.83,
3248.934,
3250.1859999999997,
3249.992
],
"decode_16384_steps": [
12757.942,
12757.686,
12760.806,
12757.163999999999,
12758.796
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_32768_steps": [
241301.16,
71622.398,
71755.088,
71949.80900000001,
71949.38500000001,
71956.27399999999,
71941.457,
71965.858
],
"decode_256_steps": [
22.584,
21.814,
21.708000000000002,
21.689,
21.654
],
"decode_512_steps": [
43.458999999999996,
43.378,
43.083000000000006,
43.241,
43.088
],
"decode_1024_steps": [
105.09,
105.276,
105.115,
105.037,
105.1
],
"decode_2048_steps": [
332.155,
331.63399999999996,
331.598,
332.898,
331.628
],
"decode_4096_steps": [
1200.069,
1201.819,
1199.7089999999998,
1200.518,
1200.2939999999999
],
"decode_8192_steps": [
4600.631,
4600.134,
4607.567999999999,
4596.955,
4599.465
],
"decode_16384_steps": [
18058.035,
18067.063000000002,
18076.387,
18068.908,
18074.285
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": [],
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_32768_steps": [
89442.163,
51248.532,
51094.151,
51092.213,
51100.251,
51103.055,
51100.409,
51100.44
],
"decode_256_steps": [
24.322,
23.512,
23.567,
23.501,
23.448
],
"decode_512_steps": [
46.879,
46.798,
46.783,
46.881,
46.771
],
"decode_1024_steps": [
95.65700000000001,
95.91,
95.853,
95.859,
95.608
],
"decode_2048_steps": [
258.465,
258.76500000000004,
259.57000000000005,
258.752,
258.731
],
"decode_4096_steps": [
874.396,
874.8000000000001,
874.8679999999999,
874.529,
874.649
],
"decode_8192_steps": [
3273.85,
3272.0150000000003,
3272.493,
3271.9049999999997,
3272.255
],
"decode_16384_steps": [
12796.761999999999,
12796.935,
12798.38,
12797.22,
12796.517
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_32768_steps": [
110265.749,
71806.296,
71864.85999999999,
71957.74500000001,
72030.034,
72048.15999999999,
72052.893,
72058.974
],
"decode_256_steps": [
24.135,
23.486,
23.477999999999998,
23.338,
23.311999999999998
],
"decode_512_steps": [
46.538999999999994,
46.512,
46.658,
46.589,
46.671
],
"decode_1024_steps": [
110.599,
110.712,
110.819,
110.866,
111.35499999999999
],
"decode_2048_steps": [
341.944,
342.01599999999996,
342.13,
341.976,
342.05400000000003
],
"decode_4096_steps": [
1219.611,
1220.84,
1220.964,
1221.533,
1220.591
],
"decode_8192_steps": [
4643.1810000000005,
4641.157,
4640.647000000001,
4640.602999999999,
4641.0070000000005
],
"decode_16384_steps": [
18126.141,
18129.507,
18128.304,
18127.584,
18131.058
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_32768_steps": [
102645.634,
84849.334,
84717.608,
84721.893,
84723.002,
84724.906,
84723.147,
84723.864
],
"decode_256_steps": [
29.069000000000003,
28.673000000000002,
28.655,
28.663,
28.645
],
"decode_512_steps": [
57.016,
57.09,
57.126999999999995,
57.101,
57.016999999999996
],
"decode_1024_steps": [
157.548,
157.651,
157.49699999999999,
157.635,
157.455
],
"decode_2048_steps": [
482.904,
483.212,
483.084,
482.977,
483.006
],
"decode_4096_steps": [
1604.9940000000001,
1604.931,
1605.195,
1604.9180000000001,
1605.15
],
"decode_8192_steps": [
5785.865000000001,
5786.509,
5786.403,
5786.424,
5786.235
],
"decode_16384_steps": [
21836.696,
21837.502,
21837.269,
21837.681,
21837.978
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_32768_steps": [
62665.693,
51834.418,
51687.786,
51684.833,
51685.793,
51684.347,
51687.323,
51686.022000000004
],
"decode_256_steps": [
24.063000000000002,
23.534,
23.469,
23.397000000000002,
23.298
],
"decode_512_steps": [
46.397,
46.347,
46.464999999999996,
46.585,
46.442
],
"decode_1024_steps": [
100.608,
100.628,
100.802,
100.823,
100.554
],
"decode_2048_steps": [
282.422,
281.67900000000003,
281.788,
281.715,
281.735
],
"decode_4096_steps": [
934.545,
934.496,
934.091,
934.178,
933.8499999999999
],
"decode_8192_steps": [
3405.047,
3405.4,
3405.829,
3405.1870000000004,
3404.9390000000003
],
"decode_16384_steps": [
13080.235999999999,
13081.374,
13079.01,
13080.09,
13079.855
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_32768_steps": [
83232.908,
72760.096,
72694.137,
72727.109,
72742.055,
72727.78700000001,
72736.746,
72737.672
],
"decode_256_steps": [
23.996,
23.471,
23.239,
23.366,
24.598
],
"decode_512_steps": [
46.453,
46.305,
46.337,
46.313,
46.309000000000005
],
"decode_1024_steps": [
123.26299999999999,
123.49300000000001,
123.45,
123.382,
123.454
],
"decode_2048_steps": [
380.454,
380.01800000000003,
380.212,
380.408,
380.13
],
"decode_4096_steps": [
1306.932,
1307.5140000000001,
1307.6319999999998,
1306.891,
1307.747
],
"decode_8192_steps": [
4823.31,
4823.901,
4824.305,
4825.0,
4814.987999999999
],
"decode_16384_steps": [
18497.613,
18492.753,
18497.173,
18494.604,
18506.86
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": {
"compile_32768_steps": [
97080.993,
88783.994,
88635.46399999999,
88636.602,
88635.014,
88635.196,
88636.901,
88636.008
],
"decode_256_steps": [
91.956,
91.53,
91.60300000000001,
91.556,
91.539
],
"decode_512_steps": [
182.721,
182.85999999999999,
182.923,
182.89600000000002,
182.905
],
"decode_1024_steps": [
365.46099999999996,
365.478,
365.394,
365.402,
365.439
],
"decode_2048_steps": [
730.639,
730.78,
730.763,
730.617,
730.703
],
"decode_4096_steps": [
2084.288,
2084.323,
2084.6079999999997,
2084.289,
2084.462
],
"decode_8192_steps": [
6739.398,
6739.861999999999,
6739.5560000000005,
6739.245999999999,
6739.648
],
"decode_16384_steps": [
23714.611,
23713.899,
23714.176,
23715.129,
23714.55
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": {
"compile_32768_steps": [
57905.349,
54206.642,
54061.915,
54060.719,
54064.276,
54060.887,
54063.509000000005,
54060.229
],
"decode_256_steps": [
51.69,
51.494,
51.386,
51.415,
51.462
],
"decode_512_steps": [
102.742,
102.76,
102.8,
102.828,
102.785
],
"decode_1024_steps": [
205.332,
205.31,
205.316,
205.328,
205.43900000000002
],
"decode_2048_steps": [
410.298,
410.482,
410.351,
410.423,
410.47299999999996
],
"decode_4096_steps": [
1206.33,
1205.946,
1206.207,
1206.2900000000002,
1205.996
],
"decode_8192_steps": [
3969.556,
3969.487,
3968.851,
3969.149,
3969.241
],
"decode_16384_steps": [
14243.472,
14244.225,
14246.378999999999,
14244.487,
14244.818000000001
]
},
"(dim=256, max_sequence_len=32768, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": {
"compile_32768_steps": [
79509.027,
76122.23899999999,
76023.033,
76135.577,
76181.641,
76188.91600000001,
76210.031,
76206.066
],
"decode_256_steps": [
74.41499999999999,
73.292,
72.747,
72.847,
72.86
],
"decode_512_steps": [
146.62800000000001,
145.64,
146.32999999999998,
146.136,
147.103
],
"decode_1024_steps": [
291.18699999999995,
292.07899999999995,
292.153,
292.269,
291.616
],
"decode_2048_steps": [
584.7719999999999,
583.001,
584.138,
584.802,
584.097
],
"decode_4096_steps": [
1723.49,
1723.0,
1722.69,
1723.3,
1722.711
],
"decode_8192_steps": [
5675.286,
5677.313,
5675.209,
5675.118,
5675.635
],
"decode_16384_steps": [
20203.765,
20209.099,
20208.06,
20208.543999999998,
20208.468
]
}
}