A100_benchmark_compile_sdpa / results_full_batch_4.json
ydshieh's picture
ydshieh HF staff
Upload results_full_batch_4.json with huggingface_hub
c0e14fd verified
raw
history blame
18 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
]
}
}