Hugging Face's logo

Datasets:
ydshieh
/
A100_benchmark_compile_sdpa

Dataset card Files Community
1
A100_benchmark_compile_sdpa / results_full_batch_4.json
ydshieh's picture
ydshieh HF staff
Upload results_full_batch_4.json with huggingface_hub
a3d3890 verified
raw
history blame
106 kB
{
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_256_steps": [
4580.4169999999995,
23.278,
23.142,
23.102999999999998,
22.933
],
"decode_256_steps": [
22.925,
22.957,
22.849,
23.009999999999998,
22.936999999999998
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_256_steps": [
1448.211,
22.697,
22.406,
22.648999999999997,
22.39
],
"decode_256_steps": [
22.324,
22.497,
22.325000000000003,
22.324,
22.23
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_256_steps": [
1460.353,
22.797,
22.596999999999998,
22.786,
22.588
],
"decode_256_steps": [
24.049999999999997,
22.498,
22.343,
22.404,
22.289
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_256_steps": [
9428.679,
36617.837999999996,
181.036,
31.202,
30.997
],
"decode_256_steps": [
30.93,
30.802,
30.836,
30.810000000000002,
28.279
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_256_steps": [
1871.3,
33348.846000000005,
171.037,
24.772,
24.247999999999998
],
"decode_256_steps": [
24.182,
23.955000000000002,
23.861,
23.767,
23.733
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_256_steps": [
1882.233,
33301.306,
170.673,
24.651,
24.167
],
"decode_256_steps": [
23.86,
23.717,
23.816,
23.643,
23.584999999999997
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_256_steps": [
16398.147,
167.325,
25.44,
25.261,
25.197
],
"decode_256_steps": [
25.128,
25.019,
25.047,
25.096,
25.076999999999998
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_256_steps": [
10083.222,
159.541,
23.76,
26.491,
27.136
],
"decode_256_steps": [
27.069,
24.858,
23.267,
25.753,
23.512
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_256_steps": [
10017.486,
161.769,
24.074,
24.0,
23.703
],
"decode_256_steps": [
23.630000000000003,
23.61,
23.564999999999998,
23.499,
23.494
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_256_steps": [
10303.101,
173.445,
24.237000000000002,
24.174,
24.129
],
"decode_256_steps": [
24.028000000000002,
24.137999999999998,
24.017,
24.007,
24.025000000000002
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_256_steps": [
3753.517,
150.714,
23.724999999999998,
23.697,
23.456
],
"decode_256_steps": [
23.442999999999998,
23.403,
23.366999999999997,
23.328000000000003,
23.311
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_256_steps": [
3826.159,
156.204,
23.67,
23.706000000000003,
23.286
],
"decode_256_steps": [
23.529,
23.461,
23.247,
23.244,
23.201
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_256_steps": [
8257.179,
172.124,
24.035,
24.042,
23.944
],
"decode_256_steps": [
23.709,
23.675,
23.598000000000003,
23.647000000000002,
23.556
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_256_steps": [
2222.145,
153.545,
23.919,
24.057,
23.642
],
"decode_256_steps": [
27.462,
27.224,
27.446,
23.567,
23.404999999999998
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_256_steps": [
2226.5730000000003,
148.278,
23.834999999999997,
23.742,
24.561
],
"decode_256_steps": [
23.237000000000002,
23.143,
23.164,
23.302,
23.364
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_256_steps": [
4138.269,
23.057000000000002,
23.262999999999998,
23.063,
22.891000000000002
],
"decode_256_steps": [
22.814999999999998,
22.861,
22.852,
22.838,
22.832
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_256_steps": [
1494.1709999999998,
23.461,
23.206999999999997,
23.133999999999997,
22.872
],
"decode_256_steps": [
22.958,
22.962,
22.881,
22.967000000000002,
22.939
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_256_steps": [
1509.096,
22.964,
22.811999999999998,
22.835,
22.694
],
"decode_256_steps": [
22.647000000000002,
22.651,
22.599999999999998,
22.606,
22.583
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_512_steps": [
4377.5199999999995,
62.919000000000004,
62.864000000000004,
62.767,
58.603
],
"decode_256_steps": [
29.316,
29.285,
29.335,
29.316,
29.337
],
"decode_512_steps": [
58.444,
58.458000000000006,
58.512,
58.486000000000004,
58.517
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_512_steps": [
1475.672,
45.683,
44.818,
45.288000000000004,
44.936
],
"decode_256_steps": [
22.565,
22.558999999999997,
22.471999999999998,
22.438,
22.568
],
"decode_512_steps": [
44.672000000000004,
44.916,
44.68,
44.631,
46.008
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_512_steps": [
1493.479,
50.608,
50.544,
50.559,
49.582
],
"decode_256_steps": [
22.466,
22.506,
22.471999999999998,
22.936,
23.894
],
"decode_512_steps": [
50.957,
44.83,
44.763,
44.672000000000004,
44.76
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_512_steps": [
8621.216,
73556.867,
253.38,
85.46,
84.273
],
"decode_256_steps": [
28.352999999999998,
29.243000000000002,
28.476000000000003,
27.881,
27.762999999999998
],
"decode_512_steps": [
83.452,
83.633,
83.703,
83.767,
83.728
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_512_steps": [
2005.9569999999999,
68505.864,
211.532,
50.19,
49.821999999999996
],
"decode_256_steps": [
24.972,
24.872,
24.823999999999998,
24.795,
24.736
],
"decode_512_steps": [
49.692,
49.798,
49.586,
49.846000000000004,
49.717999999999996
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_512_steps": [
2067.206,
72990.842,
209.626,
49.699,
48.664
],
"decode_256_steps": [
24.209,
23.993000000000002,
23.952,
23.799,
24.084999999999997
],
"decode_512_steps": [
48.964,
48.738,
48.745999999999995,
48.458,
48.141999999999996
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_512_steps": [
30170.215,
239.098,
68.282,
68.494,
65.209
],
"decode_256_steps": [
25.12,
24.908,
24.766,
24.747,
24.722
],
"decode_512_steps": [
60.687,
60.939,
60.873,
60.768,
60.872
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_512_steps": [
23370.064,
213.446,
48.669,
48.174,
48.015
],
"decode_256_steps": [
24.029999999999998,
24.067999999999998,
24.172,
24.712999999999997,
24.364
],
"decode_512_steps": [
48.043,
47.839,
47.476,
51.018,
48.205999999999996
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_512_steps": [
22316.553,
221.00400000000002,
48.792,
49.247,
48.707
],
"decode_256_steps": [
24.412,
24.352999999999998,
24.399,
24.299999999999997,
24.517
],
"decode_512_steps": [
48.453,
48.202000000000005,
48.099999999999994,
48.13,
48.169
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_512_steps": [
13315.284,
223.795,
56.195,
56.190999999999995,
56.146
],
"decode_256_steps": [
24.267,
24.195,
24.410999999999998,
24.183,
26.384999999999998
],
"decode_512_steps": [
53.138,
54.019,
53.642,
53.432,
53.272
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_512_steps": [
7245.447999999999,
215.392,
48.080999999999996,
47.713,
47.778
],
"decode_256_steps": [
23.868000000000002,
23.786,
23.718,
23.787,
23.689999999999998
],
"decode_512_steps": [
46.775999999999996,
46.939,
47.044999999999995,
47.442,
48.098
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_512_steps": [
7225.728,
211.44299999999998,
48.663,
48.211,
53.614000000000004
],
"decode_256_steps": [
27.754,
27.799999999999997,
25.267999999999997,
24.198,
24.22
],
"decode_512_steps": [
47.89,
47.709,
47.703,
47.641000000000005,
47.919000000000004
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_512_steps": [
9052.186000000002,
238.959,
51.964999999999996,
51.859,
51.832
],
"decode_256_steps": [
24.174,
24.042,
24.174999999999997,
24.126,
23.852999999999998
],
"decode_512_steps": [
49.476,
49.552,
49.403000000000006,
49.625,
49.826
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_512_steps": [
3260.179,
206.683,
46.708,
47.048,
46.693
],
"decode_256_steps": [
23.55,
23.539,
23.795,
23.88,
23.628
],
"decode_512_steps": [
48.418,
46.987,
46.695,
48.794,
46.749
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_512_steps": [
3229.835,
224.33800000000002,
47.934,
47.444,
47.301
],
"decode_256_steps": [
23.14,
23.072,
23.16,
23.057000000000002,
23.167
],
"decode_512_steps": [
46.531000000000006,
46.138,
46.036,
45.925,
45.975
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_512_steps": [
5783.563,
55.054,
54.804,
54.918,
54.675000000000004
],
"decode_256_steps": [
23.355999999999998,
23.184,
23.192,
23.316,
23.076
],
"decode_512_steps": [
52.289,
52.138999999999996,
52.003,
52.13,
52.339
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_512_steps": [
2017.2720000000002,
46.730000000000004,
46.760999999999996,
46.884,
47.207
],
"decode_256_steps": [
23.291,
23.178,
23.163,
23.141,
23.157
],
"decode_512_steps": [
46.407,
46.196,
46.405,
46.433,
53.458999999999996
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_512_steps": [
2060.5319999999997,
49.449,
49.117000000000004,
45.763999999999996,
46.115
],
"decode_256_steps": [
23.337,
22.927,
22.849999999999998,
22.927,
22.87
],
"decode_512_steps": [
45.883,
46.346,
46.128,
46.373,
46.068
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_1024_steps": [
4799.6990000000005,
205.275,
204.956,
204.858,
205.042
],
"decode_256_steps": [
51.677,
51.705,
51.729,
51.557,
51.533
],
"decode_512_steps": [
102.848,
102.762,
102.771,
102.70899999999999,
102.602
],
"decode_1024_steps": [
205.004,
204.957,
205.461,
205.25099999999998,
205.34
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_1024_steps": [
1687.756,
108.844,
108.23,
108.402,
108.011
],
"decode_256_steps": [
27.727999999999998,
27.27,
27.129,
27.116999999999997,
27.07
],
"decode_512_steps": [
54.007,
54.061,
54.178,
54.027,
53.987
],
"decode_1024_steps": [
108.516,
108.61,
108.32300000000001,
108.969,
108.236
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_1024_steps": [
1846.4389999999999,
155.175,
154.458,
154.57199999999997,
154.727
],
"decode_256_steps": [
39.291,
38.896,
38.994,
38.928,
38.932
],
"decode_512_steps": [
77.832,
77.726,
77.55199999999999,
77.71799999999999,
77.406
],
"decode_1024_steps": [
154.588,
154.498,
154.583,
155.01999999999998,
154.858
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_1024_steps": [
9460.033,
189114.311,
538.4250000000001,
308.139,
308.26599999999996
],
"decode_256_steps": [
29.84,
29.326,
29.184,
29.025,
28.933
],
"decode_512_steps": [
85.095,
85.553,
84.706,
84.917,
85.48
],
"decode_1024_steps": [
307.515,
308.528,
308.194,
307.632,
307.78299999999996
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_1024_steps": [
2454.4139999999998,
174435.807,
301.085,
106.417,
103.089
],
"decode_256_steps": [
25.748,
25.946,
26.071,
26.002000000000002,
25.689
],
"decode_512_steps": [
51.090999999999994,
50.683,
51.099,
51.592,
51.294
],
"decode_1024_steps": [
102.57,
101.83,
101.52799999999999,
101.643,
100.988
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_1024_steps": [
2518.775,
167501.805,
282.052,
115.694,
109.541
],
"decode_256_steps": [
23.662,
23.240000000000002,
22.898000000000003,
22.734,
22.769000000000002
],
"decode_512_steps": [
46.272,
46.241,
46.123,
46.369,
46.769
],
"decode_1024_steps": [
108.632,
108.423,
108.996,
108.538,
113.342
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_1024_steps": [
43129.038,
364.12600000000003,
196.686,
197.53,
196.346
],
"decode_256_steps": [
24.964,
24.766,
24.552999999999997,
24.519,
24.42
],
"decode_512_steps": [
60.799,
60.803999999999995,
60.676,
60.76199999999999,
60.739000000000004
],
"decode_1024_steps": [
196.00500000000002,
196.102,
196.506,
196.275,
196.45299999999997
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_1024_steps": [
37703.828,
283.63,
98.451,
98.631,
98.309
],
"decode_256_steps": [
24.458000000000002,
24.556,
24.825,
24.389999999999997,
23.956000000000003
],
"decode_512_steps": [
47.396,
47.422,
47.559,
48.373,
48.049
],
"decode_1024_steps": [
96.69999999999999,
103.757,
97.221,
97.386,
97.927
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_1024_steps": [
41483.835999999996,
289.91299999999995,
112.094,
109.64,
109.583
],
"decode_256_steps": [
24.573999999999998,
24.104,
24.207,
24.16,
24.695999999999998
],
"decode_512_steps": [
48.482,
48.098,
48.669,
55.361,
54.048
],
"decode_1024_steps": [
110.595,
110.619,
110.57799999999999,
118.362,
109.91499999999999
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_1024_steps": [
18903.109,
338.055,
165.737,
158.755,
159.703
],
"decode_256_steps": [
24.547,
24.119,
24.227999999999998,
24.001,
24.014
],
"decode_512_steps": [
53.28,
53.535,
53.396,
53.393,
53.43
],
"decode_1024_steps": [
158.864,
158.886,
158.826,
158.86,
159.48999999999998
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_1024_steps": [
11431.103000000001,
236.496,
96.313,
96.04,
95.74000000000001
],
"decode_256_steps": [
24.208000000000002,
23.775000000000002,
23.578000000000003,
23.45,
23.386
],
"decode_512_steps": [
51.366,
52.948,
55.213,
46.766000000000005,
46.703
],
"decode_1024_steps": [
95.029,
95.131,
95.214,
95.19,
94.976
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_1024_steps": [
12524.606,
281.781,
123.753,
110.489,
110.102
],
"decode_256_steps": [
24.26,
23.804,
23.703,
23.754,
23.702
],
"decode_512_steps": [
47.705,
47.468,
46.917,
46.747,
46.936
],
"decode_1024_steps": [
108.917,
109.017,
108.916,
109.34299999999999,
109.47500000000001
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_1024_steps": [
10475.202,
318.104,
140.841,
140.754,
140.983
],
"decode_256_steps": [
25.051000000000002,
24.497,
24.146,
23.961,
23.872999999999998
],
"decode_512_steps": [
50.409,
50.516999999999996,
50.555,
51.552,
51.179
],
"decode_1024_steps": [
139.84199999999998,
140.147,
140.435,
141.35,
140.88600000000002
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_1024_steps": [
4556.326,
275.67199999999997,
98.14399999999999,
95.15700000000001,
94.72
],
"decode_256_steps": [
23.378,
23.344,
23.209,
23.197,
23.095000000000002
],
"decode_512_steps": [
46.301,
46.731,
46.483,
46.733,
47.247
],
"decode_1024_steps": [
100.193,
103.20400000000001,
96.607,
95.228,
95.04700000000001
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_1024_steps": [
4597.4259999999995,
284.45799999999997,
109.375,
109.93700000000001,
110.033
],
"decode_256_steps": [
23.757,
23.616000000000003,
23.487000000000002,
23.352,
23.558
],
"decode_512_steps": [
46.711000000000006,
47.114999999999995,
48.63399999999999,
46.918,
46.940999999999995
],
"decode_1024_steps": [
108.638,
109.55499999999999,
109.096,
108.616,
108.856
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_1024_steps": [
8279.78,
335.101,
144.185,
144.231,
144.183
],
"decode_256_steps": [
24.343,
24.124,
23.986,
23.970000000000002,
24.061
],
"decode_512_steps": [
52.501,
52.698,
52.799,
52.477999999999994,
52.898
],
"decode_1024_steps": [
144.46,
144.239,
144.477,
144.431,
143.754
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_1024_steps": [
2585.967,
265.151,
101.356,
98.305,
98.495
],
"decode_256_steps": [
23.771,
23.884,
23.653,
23.934,
23.689
],
"decode_512_steps": [
46.766000000000005,
46.683,
46.57,
46.541,
46.504999999999995
],
"decode_1024_steps": [
97.157,
97.14699999999999,
99.107,
99.012,
98.314
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_1024_steps": [
2575.573,
296.044,
118.407,
115.68299999999999,
115.286
],
"decode_256_steps": [
24.070999999999998,
23.572,
23.528,
23.308,
23.247
],
"decode_512_steps": [
47.192,
48.796,
54.567,
50.318000000000005,
47.11
],
"decode_1024_steps": [
115.653,
116.478,
116.26599999999999,
115.58200000000001,
115.122
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_1024_steps": [
4624.207,
206.632,
204.741,
204.55100000000002,
205.121
],
"decode_256_steps": [
51.452,
51.482,
51.481,
51.513999999999996,
51.691
],
"decode_512_steps": [
102.804,
102.79599999999999,
102.491,
102.383,
102.54299999999999
],
"decode_1024_steps": [
204.7,
204.891,
205.091,
205.275,
204.93
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_1024_steps": [
1816.004,
120.71900000000001,
107.831,
107.911,
107.892
],
"decode_256_steps": [
27.119,
27.057000000000002,
27.133,
27.253,
27.099999999999998
],
"decode_512_steps": [
53.98,
54.177,
54.55200000000001,
54.46,
54.252
],
"decode_1024_steps": [
108.038,
108.247,
108.32300000000001,
108.082,
108.128
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_1024_steps": [
1833.473,
154.75,
154.974,
155.007,
155.405
],
"decode_256_steps": [
39.004999999999995,
38.939,
38.989999999999995,
39.246,
39.233
],
"decode_512_steps": [
77.801,
77.71300000000001,
77.892,
77.474,
77.434
],
"decode_1024_steps": [
154.809,
154.798,
154.952,
155.17000000000002,
155.349
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_2048_steps": [
5371.276,
743.583,
742.951,
743.5699999999999,
743.217
],
"decode_256_steps": [
93.264,
93.426,
93.20299999999999,
93.382,
93.127
],
"decode_512_steps": [
185.98600000000002,
185.93699999999998,
186.059,
185.88,
186.113
],
"decode_1024_steps": [
372.163,
371.897,
371.707,
372.031,
372.135
],
"decode_2048_steps": [
743.241,
743.257,
743.3729999999999,
743.413,
743.2429999999999
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_2048_steps": [
2021.0759999999998,
415.759,
415.81,
416.277,
416.154
],
"decode_256_steps": [
52.476,
52.195,
52.064,
52.123999999999995,
52.318000000000005
],
"decode_512_steps": [
104.276,
104.632,
104.468,
104.357,
104.58000000000001
],
"decode_1024_steps": [
208.287,
208.113,
208.067,
208.27,
208.467
],
"decode_2048_steps": [
416.24,
415.83599999999996,
416.385,
416.29,
415.779
]
},
"(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_2048_steps": [
2190.543,
582.441,
582.4540000000001,
582.787,
582.584
],
"decode_256_steps": [
73.195,
73.332,
73.28800000000001,
73.176,
73.3
],
"decode_512_steps": [
145.907,
145.99300000000002,
145.964,
145.883,
146.204
],
"decode_1024_steps": [
291.851,
291.57,
291.25,
291.325,
291.836
],
"decode_2048_steps": [
582.65,
582.855,
582.551,
582.214,
582.4789999999999
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_2048_steps": [
10730.313,
391783.17199999996,
1586.743,
1372.568,
1372.986
],
"decode_256_steps": [
29.512,
29.195999999999998,
29.128999999999998,
29.85,
29.218
],
"decode_512_steps": [
85.51899999999999,
85.634,
85.88600000000001,
85.19500000000001,
85.396
],
"decode_1024_steps": [
310.473,
310.63,
311.649,
310.90000000000003,
310.902
],
"decode_2048_steps": [
1372.906,
1372.814,
1373.065,
1372.2060000000001,
1372.4279999999999
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_2048_steps": [
3005.636,
338163.096,
505.73,
264.608,
263.783
],
"decode_256_steps": [
25.772,
25.53,
24.951,
24.979000000000003,
24.828
],
"decode_512_steps": [
49.34,
49.806000000000004,
49.575,
50.471000000000004,
50.33
],
"decode_1024_steps": [
100.94300000000001,
100.35,
100.31400000000001,
100.887,
101.297
],
"decode_2048_steps": [
262.198,
262.228,
262.80199999999996,
267.144,
263.90000000000003
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_2048_steps": [
3014.297,
361465.868,
556.22,
342.583,
341.30100000000004
],
"decode_256_steps": [
25.697000000000003,
25.166999999999998,
28.07,
29.578,
26.446
],
"decode_512_steps": [
50.493,
51.324,
51.443000000000005,
50.571999999999996,
50.909000000000006
],
"decode_1024_steps": [
113.881,
113.00399999999999,
113.831,
113.305,
113.535
],
"decode_2048_steps": [
340.115,
341.29900000000004,
342.115,
342.19300000000004,
340.845
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_2048_steps": [
98472.371,
933.7520000000001,
716.668,
717.215,
716.0029999999999
],
"decode_256_steps": [
25.301000000000002,
24.834,
24.796,
24.989,
24.819
],
"decode_512_steps": [
61.751,
61.699,
61.593,
61.279,
60.994
],
"decode_1024_steps": [
196.44,
197.433,
197.36,
197.435,
197.268
],
"decode_2048_steps": [
716.114,
721.434,
715.806,
716.554,
720.812
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_2048_steps": [
72337.979,
427.074,
258.45,
258.859,
258.419
],
"decode_256_steps": [
24.269,
23.817999999999998,
23.656,
23.524,
23.607
],
"decode_512_steps": [
47.841,
47.297,
49.72,
46.584,
46.980000000000004
],
"decode_1024_steps": [
95.47,
95.435,
95.656,
95.54,
95.352
],
"decode_2048_steps": [
257.461,
259.212,
258.32,
258.245,
258.713
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_2048_steps": [
77736.711,
508.557,
336.01599999999996,
336.236,
336.005
],
"decode_256_steps": [
23.959,
23.544,
23.369,
23.285,
23.293000000000003
],
"decode_512_steps": [
46.83,
46.663000000000004,
46.462,
46.496,
46.438
],
"decode_1024_steps": [
108.526,
108.64500000000001,
108.715,
108.735,
109.10300000000001
],
"decode_2048_steps": [
335.687,
336.588,
336.12399999999997,
336.06,
335.852
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_2048_steps": [
30580.451,
787.9540000000001,
579.2270000000001,
580.271,
578.688
],
"decode_256_steps": [
25.176000000000002,
24.843,
24.436,
24.792,
29.173000000000002
],
"decode_512_steps": [
54.052,
53.686,
53.532000000000004,
53.54600000000001,
53.64
],
"decode_1024_steps": [
160.718,
161.159,
161.0,
160.819,
160.70999999999998
],
"decode_2048_steps": [
578.9609999999999,
579.718,
579.1039999999999,
579.519,
579.073
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_2048_steps": [
23339.184,
439.897,
261.12,
260.987,
261.095
],
"decode_256_steps": [
24.991,
24.206,
24.052,
23.95,
23.956000000000003
],
"decode_512_steps": [
47.863,
47.786,
47.929,
48.123,
47.841
],
"decode_1024_steps": [
97.85000000000001,
98.26,
98.076,
98.042,
97.913
],
"decode_2048_steps": [
260.421,
260.09,
259.958,
262.32800000000003,
260.592
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_2048_steps": [
23460.021,
543.606,
336.571,
337.112,
337.627
],
"decode_256_steps": [
24.490000000000002,
23.816,
23.857,
23.901,
23.906
],
"decode_512_steps": [
46.883,
46.659,
46.64,
47.241,
46.892
],
"decode_1024_steps": [
108.90700000000001,
108.889,
109.07799999999999,
110.028,
109.796
],
"decode_2048_steps": [
336.67,
337.714,
336.92100000000005,
337.568,
337.48
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_2048_steps": [
13696.377999999999,
640.451,
454.274,
453.712,
453.886
],
"decode_256_steps": [
24.973,
24.29,
24.157,
24.365000000000002,
24.381
],
"decode_512_steps": [
50.78,
50.439,
50.714,
50.663,
50.647
],
"decode_1024_steps": [
138.492,
139.009,
138.834,
139.16,
138.882
],
"decode_2048_steps": [
452.884,
456.307,
453.27,
453.805,
453.354
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_2048_steps": [
7501.386,
428.274,
261.695,
261.823,
259.961
],
"decode_256_steps": [
24.104,
23.865000000000002,
23.668000000000003,
23.571,
23.628
],
"decode_512_steps": [
47.449999999999996,
47.638,
47.300000000000004,
53.419000000000004,
52.418
],
"decode_1024_steps": [
97.506,
97.099,
97.167,
97.466,
97.071
],
"decode_2048_steps": [
260.505,
260.247,
260.516,
261.186,
262.593
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_2048_steps": [
7447.994,
552.3059999999999,
336.94800000000004,
337.04699999999997,
337.082
],
"decode_256_steps": [
24.244999999999997,
23.869999999999997,
23.421999999999997,
23.224999999999998,
23.177
],
"decode_512_steps": [
46.251,
46.260999999999996,
46.367,
46.873,
46.468
],
"decode_1024_steps": [
109.784,
108.763,
108.875,
109.732,
109.283
],
"decode_2048_steps": [
336.572,
336.146,
335.676,
336.994,
336.832
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_2048_steps": [
9300.202000000001,
639.399,
451.368,
450.961,
451.73400000000004
],
"decode_256_steps": [
25.433999999999997,
25.038999999999998,
25.585,
24.323999999999998,
24.25
],
"decode_512_steps": [
52.830000000000005,
52.468,
52.522,
53.04,
52.494
],
"decode_1024_steps": [
142.80499999999998,
143.034,
143.225,
142.984,
143.531
],
"decode_2048_steps": [
451.794,
450.737,
451.027,
451.513,
450.601
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_2048_steps": [
3365.329,
463.42499999999995,
270.872,
270.098,
269.55
],
"decode_256_steps": [
24.066,
23.678,
23.634999999999998,
23.825,
23.965
],
"decode_512_steps": [
47.569,
47.718999999999994,
47.419000000000004,
47.346,
47.302
],
"decode_1024_steps": [
98.476,
98.724,
98.851,
98.603,
97.743
],
"decode_2048_steps": [
268.932,
268.778,
268.816,
270.96700000000004,
270.65099999999995
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_2048_steps": [
3569.125,
529.872,
356.71599999999995,
355.325,
363.075
],
"decode_256_steps": [
24.315,
23.584,
23.807,
23.544,
23.587
],
"decode_512_steps": [
46.858999999999995,
46.841,
46.485,
46.488,
46.508
],
"decode_1024_steps": [
115.334,
116.118,
117.40100000000001,
115.191,
114.932
],
"decode_2048_steps": [
354.7,
356.252,
356.04999999999995,
354.99199999999996,
355.15999999999997
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_2048_steps": [
6234.8910000000005,
576.4860000000001,
575.934,
575.846,
576.766
],
"decode_256_steps": [
51.426,
51.267,
51.345,
51.467,
51.19
],
"decode_512_steps": [
102.21600000000001,
102.48400000000001,
102.52,
102.70100000000001,
102.76100000000001
],
"decode_1024_steps": [
204.708,
204.828,
204.529,
204.429,
204.349
],
"decode_2048_steps": [
576.625,
576.156,
576.666,
576.0809999999999,
576.284
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_2048_steps": [
2303.471,
318.189,
319.373,
318.799,
318.08
],
"decode_256_steps": [
27.910999999999998,
27.684,
27.779,
27.898,
27.761999999999997
],
"decode_512_steps": [
55.239000000000004,
55.541,
55.998,
55.717999999999996,
55.656
],
"decode_1024_steps": [
110.513,
110.81299999999999,
110.55,
110.75,
110.331
],
"decode_2048_steps": [
318.202,
318.594,
318.97700000000003,
318.836,
318.21
]
},
"(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_2048_steps": [
2379.8759999999997,
446.087,
446.478,
445.658,
445.581
],
"decode_256_steps": [
39.08,
39.159,
38.921,
39.072,
38.998
],
"decode_512_steps": [
77.809,
77.971,
77.596,
77.741,
77.643
],
"decode_1024_steps": [
154.458,
154.684,
154.76500000000001,
154.895,
155.389
],
"decode_2048_steps": [
446.375,
445.713,
446.188,
446.563,
445.638
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_4096_steps": [
7397.326,
2753.46,
2753.292,
2753.335,
2752.978
],
"decode_256_steps": [
172.495,
172.398,
172.412,
172.44799999999998,
172.493
],
"decode_512_steps": [
345.75899999999996,
344.53299999999996,
344.536,
344.54200000000003,
344.54200000000003
],
"decode_1024_steps": [
688.476,
688.635,
688.591,
688.727,
688.587
],
"decode_2048_steps": [
1376.6529999999998,
1376.893,
1376.753,
1376.592,
1376.7659999999998
],
"decode_4096_steps": [
2753.287,
2753.01,
2753.099,
2753.155,
2752.996
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_4096_steps": [
3313.356,
1623.6170000000002,
1623.374,
1623.648,
1623.742
],
"decode_256_steps": [
101.991,
101.922,
101.802,
101.828,
101.90599999999999
],
"decode_512_steps": [
203.368,
203.44,
203.263,
203.39,
203.496
],
"decode_1024_steps": [
406.37,
406.375,
406.337,
406.249,
406.081
],
"decode_2048_steps": [
812.256,
812.4590000000001,
812.2049999999999,
812.271,
811.56
],
"decode_4096_steps": [
1623.4409999999998,
1623.1009999999999,
1623.7749999999999,
1624.073,
1623.636
]
},
"(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_4096_steps": [
3874.8230000000003,
2255.869,
2255.628,
2255.898,
2255.892
],
"decode_256_steps": [
141.31,
141.347,
141.31099999999998,
141.36499999999998,
141.41799999999998
],
"decode_512_steps": [
282.428,
282.57500000000005,
282.327,
282.249,
282.322
],
"decode_1024_steps": [
564.5250000000001,
564.106,
564.447,
564.173,
564.2660000000001
],
"decode_2048_steps": [
1128.02,
1128.192,
1128.154,
1128.289,
1128.191
],
"decode_4096_steps": [
2255.761,
2255.823,
2257.8109999999997,
2261.793,
2263.067
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_4096_steps": [
15177.399,
817603.9950000001,
5676.0650000000005,
5440.447,
5440.954
],
"decode_256_steps": [
29.538999999999998,
28.689,
28.347,
28.239,
28.282
],
"decode_512_steps": [
84.125,
85.175,
84.586,
84.37899999999999,
85.635
],
"decode_1024_steps": [
307.893,
308.336,
308.334,
307.77700000000004,
308.379
],
"decode_2048_steps": [
1332.122,
1332.0590000000002,
1332.0259999999998,
1331.468,
1332.233
],
"decode_4096_steps": [
5440.2080000000005,
5440.5419999999995,
5440.479,
5440.923,
5441.258000000001
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_4096_steps": [
4070.3300000000004,
735333.011,
1124.264,
878.765,
877.452
],
"decode_256_steps": [
24.264,
23.931,
23.944,
23.875,
24.035
],
"decode_512_steps": [
46.989000000000004,
47.086999999999996,
46.553999999999995,
45.654,
46.064
],
"decode_1024_steps": [
94.511,
93.29700000000001,
93.265,
95.661,
93.548
],
"decode_2048_steps": [
257.668,
257.73,
258.567,
256.303,
256.17699999999996
],
"decode_4096_steps": [
878.178,
876.516,
877.274,
877.565,
876.698
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_4096_steps": [
4275.715,
734541.4369999999,
1462.875,
1201.924,
1201.999
],
"decode_256_steps": [
23.825,
23.486,
23.319,
23.267,
23.441
],
"decode_512_steps": [
46.79,
46.120000000000005,
46.135000000000005,
46.045,
46.038000000000004
],
"decode_1024_steps": [
108.339,
108.83800000000001,
108.71799999999999,
108.699,
108.695
],
"decode_2048_steps": [
337.397,
337.231,
336.187,
335.842,
336.212
],
"decode_4096_steps": [
1202.806,
1202.869,
1202.186,
1202.542,
1202.818
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_4096_steps": [
194182.331,
3226.002,
2986.7889999999998,
2987.272,
2986.736
],
"decode_256_steps": [
25.335,
24.822,
24.555,
24.448999999999998,
24.513
],
"decode_512_steps": [
60.39,
61.299,
61.247,
61.332,
61.064
],
"decode_1024_steps": [
197.02100000000002,
197.082,
196.44400000000002,
197.30800000000002,
196.55100000000002
],
"decode_2048_steps": [
718.186,
717.13,
717.6949999999999,
717.3620000000001,
717.656
],
"decode_4096_steps": [
2987.253,
2986.702,
2986.717,
2987.569,
2986.592
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_4096_steps": [
165816.16,
1042.1180000000002,
877.725,
877.929,
877.8399999999999
],
"decode_256_steps": [
24.363,
23.857,
23.634999999999998,
23.674,
24.034
],
"decode_512_steps": [
51.632,
47.419000000000004,
47.245000000000005,
47.153,
47.178
],
"decode_1024_steps": [
95.56099999999999,
95.75200000000001,
96.756,
95.86200000000001,
95.676
],
"decode_2048_steps": [
260.381,
258.171,
258.347,
257.992,
257.884
],
"decode_4096_steps": [
877.008,
877.298,
877.2090000000001,
877.0559999999999,
877.648
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_4096_steps": [
165642.179,
1394.2259999999999,
1202.492,
1201.7420000000002,
1202.534
],
"decode_256_steps": [
24.929,
24.142,
23.988,
23.878,
23.848000000000003
],
"decode_512_steps": [
47.824,
48.722,
48.157,
48.312,
49.016
],
"decode_1024_steps": [
112.827,
111.56099999999999,
111.404,
111.14200000000001,
110.88499999999999
],
"decode_2048_steps": [
338.09299999999996,
337.55600000000004,
337.617,
338.619,
338.278
],
"decode_4096_steps": [
1202.04,
1201.83,
1200.9540000000002,
1201.484,
1202.163
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_4096_steps": [
54944.308,
2344.418,
2167.312,
2168.1530000000002,
2167.57
],
"decode_256_steps": [
24.862,
24.14,
24.269,
23.952,
23.951
],
"decode_512_steps": [
53.115,
53.794000000000004,
53.332,
53.369,
53.763999999999996
],
"decode_1024_steps": [
160.81300000000002,
161.015,
160.977,
161.04399999999998,
160.289
],
"decode_2048_steps": [
582.059,
583.12,
582.164,
582.581,
582.018
],
"decode_4096_steps": [
2168.236,
2167.6380000000004,
2167.857,
2167.819,
2167.8320000000003
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_4096_steps": [
45411.344,
1080.4530000000002,
879.642,
879.7479999999999,
878.875
],
"decode_256_steps": [
24.357,
23.699,
23.521,
25.195,
23.517
],
"decode_512_steps": [
47.096,
47.507,
47.176,
47.010999999999996,
47.15
],
"decode_1024_steps": [
95.76700000000001,
96.082,
95.621,
95.56299999999999,
95.762
],
"decode_2048_steps": [
258.89099999999996,
260.87100000000004,
259.485,
259.355,
259.47999999999996
],
"decode_4096_steps": [
880.28,
879.259,
878.612,
884.152,
879.487
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_4096_steps": [
45453.074,
1412.634,
1201.011,
1200.9080000000001,
1201.2259999999999
],
"decode_256_steps": [
24.689,
24.197,
24.062,
24.153000000000002,
24.233
],
"decode_512_steps": [
49.918,
47.573,
47.371,
47.494,
47.948
],
"decode_1024_steps": [
109.546,
109.824,
109.518,
109.35499999999999,
109.426
],
"decode_2048_steps": [
336.786,
337.99600000000004,
337.269,
336.237,
335.949
],
"decode_4096_steps": [
1199.754,
1200.335,
1199.695,
1199.879,
1207.3970000000002
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_4096_steps": [
20470.555999999997,
1804.451,
1606.75,
1612.086,
1606.344
],
"decode_256_steps": [
24.415,
23.84,
23.737000000000002,
23.668000000000003,
23.904999999999998
],
"decode_512_steps": [
50.410999999999994,
50.707,
50.397999999999996,
50.778999999999996,
50.303
],
"decode_1024_steps": [
138.828,
139.662,
140.523,
138.77999999999997,
139.178
],
"decode_2048_steps": [
454.534,
455.535,
454.49600000000004,
454.909,
455.199
],
"decode_4096_steps": [
1605.7259999999999,
1607.116,
1606.565,
1605.885,
1606.552
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_4096_steps": [
13425.902,
1070.4750000000001,
883.273,
882.027,
881.8470000000001
],
"decode_256_steps": [
24.668,
24.097,
23.93,
24.072,
23.864
],
"decode_512_steps": [
47.874,
47.717000000000006,
47.272,
46.932,
46.883
],
"decode_1024_steps": [
95.658,
96.04400000000001,
102.35600000000001,
95.668,
95.79400000000001
],
"decode_2048_steps": [
259.579,
259.996,
260.235,
259.393,
259.33299999999997
],
"decode_4096_steps": [
882.1020000000001,
881.89,
882.567,
881.5079999999999,
882.005
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_4096_steps": [
13862.92,
1404.2269999999999,
1201.7830000000001,
1201.748,
1201.826
],
"decode_256_steps": [
24.044,
23.516,
23.398,
23.442999999999998,
23.293000000000003
],
"decode_512_steps": [
46.627,
46.512,
46.911,
47.163,
47.447
],
"decode_1024_steps": [
109.82000000000001,
110.013,
110.00500000000001,
109.696,
109.309
],
"decode_2048_steps": [
335.709,
336.15,
337.48699999999997,
338.275,
335.91700000000003
],
"decode_4096_steps": [
1202.211,
1201.646,
1201.3590000000002,
1201.493,
1200.8529999999998
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_4096_steps": [
11718.681999999999,
1726.3329999999999,
1540.334,
1540.496,
1540.5910000000001
],
"decode_256_steps": [
24.901,
26.836,
28.059,
25.87,
23.855999999999998
],
"decode_512_steps": [
52.066,
52.146,
52.574000000000005,
52.269999999999996,
52.234
],
"decode_1024_steps": [
143.234,
143.162,
143.519,
143.603,
143.47899999999998
],
"decode_2048_steps": [
450.123,
449.856,
450.532,
449.727,
450.392
],
"decode_4096_steps": [
1541.0710000000001,
1540.0259999999998,
1540.4560000000001,
1541.6570000000002,
1540.841
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_4096_steps": [
5346.665,
1069.395,
916.865,
909.098,
909.95
],
"decode_256_steps": [
24.429,
23.882,
23.723000000000003,
23.553,
23.799
],
"decode_512_steps": [
47.169999999999995,
47.562,
46.826,
46.998,
46.632
],
"decode_1024_steps": [
97.966,
97.65,
98.111,
98.675,
99.236
],
"decode_2048_steps": [
270.37699999999995,
269.9,
270.26099999999997,
270.488,
268.823
],
"decode_4096_steps": [
907.937,
907.957,
908.285,
907.755,
908.511
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_4096_steps": [
5734.754,
1400.499,
1245.193,
1244.976,
1244.5059999999999
],
"decode_256_steps": [
23.807,
23.485,
23.719,
23.726,
23.747999999999998
],
"decode_512_steps": [
47.305,
47.387,
47.155,
47.233999999999995,
47.215
],
"decode_1024_steps": [
116.282,
116.342,
116.622,
115.28099999999999,
115.981
],
"decode_2048_steps": [
355.21200000000005,
357.046,
356.04,
355.416,
356.588
],
"decode_4096_steps": [
1244.729,
1245.021,
1244.717,
1249.388,
1244.545
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_4096_steps": [
9831.928,
1964.873,
1778.41,
1779.417,
1778.287
],
"decode_256_steps": [
51.135,
51.013999999999996,
51.18000000000001,
51.08,
51.020999999999994
],
"decode_512_steps": [
102.05,
101.76599999999999,
101.77600000000001,
101.62400000000001,
101.601
],
"decode_1024_steps": [
202.838,
202.838,
202.76500000000001,
203.26500000000001,
203.489
],
"decode_2048_steps": [
569.037,
569.087,
569.1610000000001,
569.0079999999999,
569.526
],
"decode_4096_steps": [
1778.6789999999999,
1778.807,
1778.6,
1778.891,
1778.1180000000002
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_4096_steps": [
3414.647,
1191.127,
1031.333,
1031.262,
1031.3239999999998
],
"decode_256_steps": [
27.968,
27.687,
27.826,
27.811,
27.874
],
"decode_512_steps": [
55.522,
55.330999999999996,
55.301,
55.374,
55.429
],
"decode_1024_steps": [
110.806,
110.33999999999999,
110.435,
109.982,
110.25500000000001
],
"decode_2048_steps": [
318.255,
319.221,
319.053,
318.81399999999996,
318.732
],
"decode_4096_steps": [
1032.045,
1031.584,
1031.502,
1031.442,
1031.096
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_4096_steps": [
3818.166,
1612.438,
1436.4470000000001,
1436.656,
1436.874
],
"decode_256_steps": [
39.247,
39.07299999999999,
39.108,
39.190999999999995,
38.981
],
"decode_512_steps": [
77.511,
77.863,
77.737,
77.58800000000001,
77.751
],
"decode_1024_steps": [
154.455,
154.694,
154.585,
154.68699999999998,
155.12599999999998
],
"decode_2048_steps": [
446.111,
445.444,
445.543,
446.579,
445.669
],
"decode_4096_steps": [
1437.146,
1437.9299999999998,
1437.432,
1437.1119999999999,
1436.975
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": {
"compile_4096_steps": [
7141.405,
2755.241,
2755.0699999999997,
2754.792,
2754.7259999999997
],
"decode_256_steps": [
172.747,
172.736,
172.833,
172.559,
172.49900000000002
],
"decode_512_steps": [
344.551,
344.844,
344.757,
344.829,
344.72799999999995
],
"decode_1024_steps": [
688.72,
689.155,
688.982,
688.986,
689.152
],
"decode_2048_steps": [
1377.4070000000002,
1377.501,
1377.6090000000002,
1377.543,
1377.66
],
"decode_4096_steps": [
2754.9809999999998,
2754.5829999999996,
2754.5989999999997,
2754.977,
2755.087
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": {
"compile_4096_steps": [
3256.581,
1624.491,
1624.2179999999998,
1624.0939999999998,
1624.636
],
"decode_256_steps": [
101.787,
102.007,
101.853,
101.83200000000001,
101.65299999999999
],
"decode_512_steps": [
203.155,
203.197,
203.579,
203.412,
203.529
],
"decode_1024_steps": [
406.071,
406.581,
406.714,
406.337,
406.24
],
"decode_2048_steps": [
812.1650000000001,
812.832,
812.2669999999999,
812.294,
812.2620000000001
],
"decode_4096_steps": [
1624.13,
1623.797,
1623.7839999999999,
1624.191,
1623.739
]
},
"(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": {
"compile_4096_steps": [
3916.507,
2256.6639999999998,
2256.834,
2256.8700000000003,
2256.614
],
"decode_256_steps": [
141.47,
141.44799999999998,
141.38600000000002,
141.458,
141.607
],
"decode_512_steps": [
282.581,
282.69100000000003,
282.508,
282.445,
282.69
],
"decode_1024_steps": [
564.825,
564.399,
564.4390000000001,
564.1890000000001,
564.587
],
"decode_2048_steps": [
1129.378,
1129.334,
1129.787,
1129.261,
1131.073
],
"decode_4096_steps": [
2259.3329999999996,
2260.418,
2261.962,
2260.773,
2262.483
]
},
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_8192_steps": [
15173.758,
10716.592,
10716.765000000001,
10716.881000000001,
10716.932999999999
],
"decode_256_steps": [
335.387,
335.216,
335.221,
335.495,
335.279
],
"decode_512_steps": [
670.252,
670.1510000000001,
670.662,
670.4200000000001,
670.38
],
"decode_1024_steps": [
1340.2730000000001,
1340.233,
1340.252,
1340.151,
1340.203
],
"decode_2048_steps": [
2680.251,
2680.294,
2680.701,
2680.496,
2680.639
],
"decode_4096_steps": [
5361.1089999999995,
5361.642,
5361.595,
5361.505,
5362.157
],
"decode_8192_steps": [
10724.226,
10723.507,
10724.374,
10724.344000000001,
10725.018
]
},
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_8192_steps": [
7897.401000000001,
6249.928,
6250.84,
6252.206,
6251.68
],
"decode_256_steps": [
195.83700000000002,
195.727,
195.752,
195.836,
195.96099999999998
],
"decode_512_steps": [
391.296,
391.075,
391.11600000000004,
391.29,
391.163
],
"decode_1024_steps": [
781.9979999999999,
782.001,
781.778,
781.825,
781.582
],
"decode_2048_steps": [
1563.519,
1563.358,
1563.029,
1563.163,
1563.231
],
"decode_4096_steps": [
3126.086,
3125.8360000000002,
3125.786,
3126.149,
3126.2819999999997
],
"decode_8192_steps": [
6251.838000000001,
6252.125999999999,
6250.425,
6250.3330000000005,
6251.32
]
},
"(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_8192_steps": [
10512.181,
8925.487000000001,
8928.956,
8933.707,
8954.387
],
"decode_256_steps": [
280.944,
280.871,
281.008,
280.947,
280.895
],
"decode_512_steps": [
561.2470000000001,
561.495,
561.28,
561.3209999999999,
561.3470000000001
],
"decode_1024_steps": [
1122.164,
1122.244,
1122.238,
1122.231,
1122.212
],
"decode_2048_steps": [
2243.992,
2244.033,
2243.991,
2245.485,
2246.13
],
"decode_4096_steps": [
4492.352999999999,
4492.993,
4492.924999999999,
4493.8279999999995,
4496.8240000000005
],
"decode_8192_steps": [
8993.047,
8996.225,
8999.648000000001,
8998.706,
9002.439
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_8192_steps": [
32771.297,
1836070.083,
22363.795,
22081.027,
22080.81
],
"decode_256_steps": [
28.69,
28.127,
27.854,
27.659,
27.746
],
"decode_512_steps": [
83.9,
84.292,
83.871,
84.19699999999999,
85.58300000000001
],
"decode_1024_steps": [
306.707,
306.85,
307.29699999999997,
307.527,
306.733
],
"decode_2048_steps": [
1330.57,
1330.489,
1330.6039999999998,
1331.391,
1330.6860000000001
],
"decode_4096_steps": [
5439.523,
5438.995,
5438.733,
5439.742,
5439.066000000001
],
"decode_8192_steps": [
22081.053,
22080.337,
22081.737,
22079.545,
22079.486
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_8192_steps": [
6854.753,
1626335.922,
3481.51,
3227.9840000000004,
3227.816
],
"decode_256_steps": [
24.743000000000002,
23.519000000000002,
22.651,
22.450000000000003,
22.153
],
"decode_512_steps": [
44.809000000000005,
44.651,
44.105,
44.439,
48.832
],
"decode_1024_steps": [
92.45100000000001,
99.67,
92.445,
92.33,
92.406
],
"decode_2048_steps": [
252.077,
253.021,
252.832,
252.97199999999998,
252.95000000000002
],
"decode_4096_steps": [
859.611,
860.019,
859.996,
860.369,
860.302
],
"decode_8192_steps": [
3227.21,
3227.1369999999997,
3226.795,
3227.5190000000002,
3232.246
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_8192_steps": [
8122.923,
1440575.08,
4830.654,
4571.581,
4573.7519999999995
],
"decode_256_steps": [
23.986,
22.852999999999998,
22.441,
22.499000000000002,
22.252000000000002
],
"decode_512_steps": [
44.587,
44.242999999999995,
43.806,
43.571,
43.753
],
"decode_1024_steps": [
105.707,
106.136,
106.404,
106.479,
106.652
],
"decode_2048_steps": [
334.25300000000004,
334.90999999999997,
335.323,
335.49,
335.276
],
"decode_4096_steps": [
1200.168,
1200.3129999999999,
1200.315,
1200.492,
1200.409
],
"decode_8192_steps": [
4573.764999999999,
4572.981000000001,
4573.774,
4573.505,
4573.158
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_8192_steps": [
328878.37,
12290.423999999999,
12089.041,
12090.371,
12090.839
],
"decode_256_steps": [
25.927,
24.930999999999997,
24.361,
24.171000000000003,
24.247
],
"decode_512_steps": [
60.352000000000004,
60.356,
60.396,
60.309000000000005,
60.407000000000004
],
"decode_1024_steps": [
196.344,
196.68099999999998,
197.018,
197.22,
198.516
],
"decode_2048_steps": [
716.8149999999999,
717.183,
716.953,
716.949,
716.748
],
"decode_4096_steps": [
2987.117,
2987.3880000000004,
2987.3650000000002,
2987.426,
2987.16
],
"decode_8192_steps": [
12089.247,
12089.340999999999,
12088.998,
12090.033,
12091.221000000001
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_8192_steps": [
295739.046,
3402.634,
3227.471,
3229.4489999999996,
3228.094
],
"decode_256_steps": [
24.783,
24.197,
23.924,
23.675,
23.611
],
"decode_512_steps": [
47.287000000000006,
47.224000000000004,
47.0,
47.037,
47.077
],
"decode_1024_steps": [
95.593,
95.94,
103.765,
96.89699999999999,
96.116
],
"decode_2048_steps": [
255.197,
256.20799999999997,
256.051,
255.05499999999998,
255.05100000000002
],
"decode_4096_steps": [
861.6049999999999,
867.306,
861.8919999999999,
861.558,
861.259
],
"decode_8192_steps": [
3228.1369999999997,
3227.3469999999998,
3226.833,
3226.451,
3226.1440000000002
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_8192_steps": [
296649.53,
4764.337,
4563.968,
4565.3189999999995,
4570.801
],
"decode_256_steps": [
24.708000000000002,
23.963,
23.831000000000003,
23.741000000000003,
23.722
],
"decode_512_steps": [
47.332,
47.326,
47.478,
47.355000000000004,
47.343999999999994
],
"decode_1024_steps": [
109.325,
110.32400000000001,
109.472,
109.566,
109.32799999999999
],
"decode_2048_steps": [
336.17900000000003,
336.263,
338.001,
336.444,
336.366
],
"decode_4096_steps": [
1198.985,
1198.9270000000001,
1198.843,
1198.862,
1199.71
],
"decode_8192_steps": [
4565.553000000001,
4565.840999999999,
4566.715,
4567.368,
4568.788
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_8192_steps": [
89073.01599999999,
8561.394,
8401.895,
8402.608,
8402.297
],
"decode_256_steps": [
26.106,
24.648,
24.399,
24.207,
24.059
],
"decode_512_steps": [
53.182,
53.204,
53.397,
53.147,
53.357
],
"decode_1024_steps": [
160.18699999999998,
160.666,
161.869,
160.213,
160.468
],
"decode_2048_steps": [
580.778,
581.0419999999999,
580.9309999999999,
581.076,
580.992
],
"decode_4096_steps": [
2169.455,
2169.619,
2169.497,
2169.4779999999996,
2169.481
],
"decode_8192_steps": [
8402.246,
8401.598,
8402.236,
8402.385,
8402.945000000002
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_8192_steps": [
73141.475,
3394.755,
3226.208,
3225.3669999999997,
3225.1910000000003
],
"decode_256_steps": [
23.579,
23.088,
22.915000000000003,
23.016,
26.022
],
"decode_512_steps": [
45.443,
45.358000000000004,
45.293,
45.227999999999994,
45.295
],
"decode_1024_steps": [
94.324,
93.15700000000001,
93.533,
93.11999999999999,
93.58500000000001
],
"decode_2048_steps": [
264.255,
252.85600000000002,
253.52400000000003,
252.94499999999996,
252.82700000000003
],
"decode_4096_steps": [
859.435,
858.7360000000001,
858.951,
859.126,
859.0100000000001
],
"decode_8192_steps": [
3224.179,
3227.207,
3224.1209999999996,
3223.694,
3226.022
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_8192_steps": [
74990.05,
4722.584000000001,
4563.5599999999995,
4562.414000000001,
4563.875999999999
],
"decode_256_steps": [
24.613,
22.736,
22.663,
22.701,
22.607
],
"decode_512_steps": [
45.25,
45.057,
45.150999999999996,
45.229,
45.227000000000004
],
"decode_1024_steps": [
107.222,
107.234,
107.236,
107.126,
107.257
],
"decode_2048_steps": [
333.822,
334.289,
333.951,
334.134,
334.529
],
"decode_4096_steps": [
1196.539,
1196.047,
1196.251,
1196.1580000000001,
1196.345
],
"decode_8192_steps": [
4562.108,
4562.224999999999,
4564.722,
4564.128000000001,
4568.8550000000005
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_8192_steps": [
31585.953,
6220.382,
6068.9580000000005,
6068.072,
6067.326999999999
],
"decode_256_steps": [
24.059,
23.468,
23.480999999999998,
23.404,
23.421999999999997
],
"decode_512_steps": [
49.449,
49.624,
49.438,
49.493,
54.068999999999996
],
"decode_1024_steps": [
137.94,
139.89,
138.261,
138.27100000000002,
137.997
],
"decode_2048_steps": [
452.978,
455.175,
453.19100000000003,
453.396,
453.171
],
"decode_4096_steps": [
1605.68,
1605.443,
1605.304,
1605.661,
1605.286
],
"decode_8192_steps": [
6067.088,
6067.0019999999995,
6067.337,
6067.513,
6067.743
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_8192_steps": [
22263.629999999997,
3392.667,
3234.045,
3234.2889999999998,
3234.169
],
"decode_256_steps": [
23.902,
23.077,
23.361,
23.139,
22.998
],
"decode_512_steps": [
45.870000000000005,
45.953,
45.81699999999999,
45.851000000000006,
45.830999999999996
],
"decode_1024_steps": [
94.064,
93.874,
94.279,
94.10000000000001,
94.04700000000001
],
"decode_2048_steps": [
254.203,
263.595,
254.523,
254.30999999999997,
254.54500000000002
],
"decode_4096_steps": [
866.5580000000001,
863.425,
863.1600000000001,
863.0029999999999,
862.734
],
"decode_8192_steps": [
3233.1400000000003,
3233.5769999999998,
3234.217,
3233.691,
3233.711
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_8192_steps": [
24293.751,
4721.852,
4563.4800000000005,
4563.303999999999,
4563.325
],
"decode_256_steps": [
23.808,
23.202,
23.085,
23.014,
22.932000000000002
],
"decode_512_steps": [
45.939,
45.82,
45.854,
45.775999999999996,
45.709
],
"decode_1024_steps": [
108.094,
107.994,
108.17699999999999,
107.882,
108.039
],
"decode_2048_steps": [
334.69300000000004,
334.95599999999996,
335.203,
335.128,
335.088
],
"decode_4096_steps": [
1198.222,
1198.374,
1198.4669999999999,
1198.504,
1198.469
],
"decode_8192_steps": [
4565.044999999999,
4565.545,
4570.528,
4569.188999999999,
4569.964
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_8192_steps": [
17183.781,
5810.175,
5657.214,
5657.536,
5657.446
],
"decode_256_steps": [
24.168,
23.685000000000002,
23.484,
23.401999999999997,
23.411
],
"decode_512_steps": [
51.89,
52.082,
52.022,
51.878,
51.893
],
"decode_1024_steps": [
142.21800000000002,
142.357,
142.318,
142.206,
142.298
],
"decode_2048_steps": [
448.16299999999995,
448.538,
448.79200000000003,
449.005,
448.62600000000003
],
"decode_4096_steps": [
1534.735,
1535.232,
1534.902,
1534.8139999999999,
1535.072
],
"decode_8192_steps": [
5657.081,
5656.732,
5656.831,
5657.707,
5658.016
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_8192_steps": [
9261.519,
3438.4739999999997,
3290.546,
3290.976,
3291.607
],
"decode_256_steps": [
23.739,
23.365000000000002,
23.269000000000002,
23.293000000000003,
23.322
],
"decode_512_steps": [
46.377,
46.412,
47.177,
48.27,
48.36
],
"decode_1024_steps": [
96.716,
96.903,
96.72500000000001,
96.571,
96.611
],
"decode_2048_steps": [
264.54100000000005,
264.789,
271.912,
264.97700000000003,
264.651
],
"decode_4096_steps": [
888.9359999999999,
889.047,
888.972,
888.611,
889.542
],
"decode_8192_steps": [
3290.299,
3290.616,
3290.1319999999996,
3291.021,
3290.1769999999997
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_8192_steps": [
10712.92,
4800.141,
4667.114,
4668.907,
4668.985000000001
],
"decode_256_steps": [
23.871,
23.290000000000003,
23.287,
23.294999999999998,
23.12
],
"decode_512_steps": [
48.313,
46.178,
46.235,
46.072,
46.287
],
"decode_1024_steps": [
114.619,
114.63199999999999,
115.268,
114.79499999999999,
114.726
],
"decode_2048_steps": [
354.104,
355.465,
354.456,
354.33,
354.47299999999996
],
"decode_4096_steps": [
1242.975,
1242.826,
1243.493,
1243.16,
1243.749
],
"decode_8192_steps": [
4671.5470000000005,
4681.33,
4686.338,
4685.112,
4692.378
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": {
"compile_8192_steps": [
13964.886,
6275.161,
6121.9619999999995,
6121.009,
6122.033
],
"decode_256_steps": [
50.878,
50.857,
50.693000000000005,
50.751999999999995,
50.701
],
"decode_512_steps": [
101.263,
101.298,
101.288,
101.30799999999999,
101.23899999999999
],
"decode_1024_steps": [
202.346,
202.294,
202.308,
202.356,
202.426
],
"decode_2048_steps": [
567.068,
567.233,
567.064,
567.083,
567.196
],
"decode_4096_steps": [
1763.739,
1763.727,
1763.348,
1763.76,
1763.71
],
"decode_8192_steps": [
6121.91,
6122.2029999999995,
6121.795999999999,
6122.3,
6122.194
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": {
"compile_8192_steps": [
6185.218,
3697.862,
3554.151,
3554.358,
3554.6639999999998
],
"decode_256_steps": [
27.404,
27.148,
27.173,
27.137,
27.164
],
"decode_512_steps": [
54.138,
54.316,
54.154,
54.137,
54.128
],
"decode_1024_steps": [
108.087,
108.186,
108.179,
108.122,
108.148
],
"decode_2048_steps": [
312.21,
312.226,
312.369,
312.267,
312.334
],
"decode_4096_steps": [
1007.8560000000001,
1007.965,
1008.0610000000001,
1008.3530000000001,
1008.198
],
"decode_8192_steps": [
3554.7819999999997,
3554.056,
3554.319,
3554.404,
3554.37
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": {
"compile_8192_steps": [
7701.527999999999,
5212.512000000001,
5058.46,
5073.12,
5068.9929999999995
],
"decode_256_steps": [
39.282,
38.767999999999994,
38.758,
38.864999999999995,
38.864000000000004
],
"decode_512_steps": [
77.399,
77.317,
77.333,
77.322,
77.322
],
"decode_1024_steps": [
154.479,
154.508,
154.512,
154.50300000000001,
154.50300000000001
],
"decode_2048_steps": [
445.456,
445.33,
445.29600000000005,
445.303,
445.269
],
"decode_4096_steps": [
1438.628,
1438.32,
1439.5420000000001,
1438.869,
1440.0919999999999
],
"decode_8192_steps": [
5093.677,
5097.873,
5101.2789999999995,
5104.928,
5104.951
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": {
"compile_8192_steps": [
13268.483,
8109.348000000001,
8109.7029999999995,
8109.902999999999,
8108.935
],
"decode_256_steps": [
172.33200000000002,
172.245,
172.141,
172.101,
172.077
],
"decode_512_steps": [
343.995,
344.03299999999996,
344.12199999999996,
344.218,
344.156
],
"decode_1024_steps": [
687.711,
687.787,
687.8149999999999,
687.868,
687.571
],
"decode_2048_steps": [
1375.1979999999999,
1374.892,
1375.138,
1375.144,
1375.04
],
"decode_4096_steps": [
2749.421,
2749.647,
2749.8109999999997,
2749.7980000000002,
2749.805
],
"decode_8192_steps": [
8109.829,
8110.359,
8110.4839999999995,
8110.438,
8110.742
]
},
"(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": {
"compile_8192_steps": [
6324.773,
4707.482,
4708.017,
4707.218,
4707.081999999999
],
"decode_256_steps": [
99.193,
99.20700000000001,
99.152,
99.119,
99.12
],
"decode_512_steps": [
197.994,
198.06799999999998,
198.013,
198.183,
198.108
],
"decode_1024_steps": [
395.82,
395.923,
395.928,
395.941,
395.95599999999996
],
"decode_2048_steps": [
791.378,
791.627,
791.524,
791.605,
791.674
],
"decode_4096_steps": [
1582.8519999999999,
1583.1,
1583.0900000000001,
1582.9299999999998,
1582.9070000000002
],
"decode_8192_steps": [
4707.208,
4707.046,
4707.616,
4707.76,
4707.869
]
}
}