A100_benchmark_compile_sdpa / results_full_batch_4.json
ydshieh's picture
ydshieh HF staff
Upload results_full_batch_4.json with huggingface_hub
c59424e verified
raw
history blame
47.6 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
]
}
}