A100_benchmark_compile_sdpa / results_2.json
ydshieh's picture
ydshieh HF staff
Upload results_2.json with huggingface_hub
8fe4ae9 verified
raw
history blame
30.6 kB
{
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_256_steps": [
4093.7780000000002,
36.507,
36.208999999999996,
36.135,
35.975
],
"decode_256_steps": [
36.054,
35.87,
35.992000000000004,
35.756,
35.755
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_256_steps": [
1469.238,
35.821,
35.663,
35.801,
35.533
],
"decode_256_steps": [
35.621,
35.564,
35.424,
35.489,
35.306999999999995
]
},
"(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_256_steps": [
1479.508,
36.111999999999995,
36.266,
36.089999999999996,
35.595
],
"decode_256_steps": [
35.683,
35.725,
35.835,
35.795,
35.713
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_256_steps": [
7645.259,
37614.638999999996,
196.792,
39.376000000000005,
38.813
],
"decode_256_steps": [
38.589999999999996,
38.142,
37.898,
38.036,
38.233000000000004
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_256_steps": [
1861.73,
35032.437,
195.292,
38.041,
37.563
],
"decode_256_steps": [
37.369,
36.945,
36.589999999999996,
36.742,
36.836
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_256_steps": [
1876.373,
34921.044,
187.64000000000001,
38.441,
37.996
],
"decode_256_steps": [
37.612,
39.074,
37.305,
37.172999999999995,
37.074999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_256_steps": [
7469.59,
37605.632999999994,
205.983,
38.937,
38.778
],
"decode_256_steps": [
38.288000000000004,
37.97,
37.62,
38.099000000000004,
37.854
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_256_steps": [
1871.569,
35550.893000000004,
181.15800000000002,
38.974000000000004,
38.566
],
"decode_256_steps": [
38.089999999999996,
38.091,
37.951,
37.926,
37.759
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_256_steps": [
1890.333,
35085.809,
182.831,
38.803999999999995,
37.951
],
"decode_256_steps": [
37.484,
37.168,
37.318999999999996,
37.144999999999996,
37.01
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_256_steps": [
24664.78,
186.724,
38.558,
38.275999999999996,
37.892
],
"decode_256_steps": [
37.693,
37.652,
37.53,
37.506,
37.627
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_256_steps": [
19128.85,
180.219,
39.032,
38.328,
40.385999999999996
],
"decode_256_steps": [
39.473,
37.121,
37.056,
37.056,
37.064
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_256_steps": [
19056.458,
188.145,
38.295,
38.114000000000004,
37.836
],
"decode_256_steps": [
37.504000000000005,
37.510000000000005,
38.413000000000004,
37.333,
37.307
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_256_steps": [
15667.484999999999,
183.92600000000002,
37.702,
37.861,
37.492
],
"decode_256_steps": [
37.504000000000005,
37.635000000000005,
37.568999999999996,
37.494,
37.568999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_256_steps": [
10373.474999999999,
176.999,
37.32,
37.316,
36.893
],
"decode_256_steps": [
37.001,
36.532000000000004,
36.605,
36.537,
36.62
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_256_steps": [
10414.116999999998,
178.543,
37.144999999999996,
37.104,
36.893
],
"decode_256_steps": [
37.064,
36.501,
36.49,
36.474,
36.812999999999995
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_256_steps": [
11073.511999999999,
180.906,
37.642,
37.543,
37.223
],
"decode_256_steps": [
37.147,
36.952,
37.047,
37.055,
37.031
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_256_steps": [
6026.266,
170.667,
37.657999999999994,
37.568,
37.117999999999995
],
"decode_256_steps": [
37.058,
36.986,
36.962,
36.936,
36.934000000000005
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_256_steps": [
6036.18,
181.552,
37.11,
37.03,
38.434999999999995
],
"decode_256_steps": [
36.724,
36.589000000000006,
36.641,
36.851,
36.854
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_256_steps": [
8909.255,
176.82899999999998,
37.072,
37.083999999999996,
36.793
],
"decode_256_steps": [
36.711,
36.826,
36.623000000000005,
36.614,
36.649
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_256_steps": [
3880.59,
172.6,
37.464999999999996,
37.489000000000004,
37.025000000000006
],
"decode_256_steps": [
36.837,
36.742,
36.842,
36.712,
36.778
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_256_steps": [
3884.672,
175.10899999999998,
37.421,
37.162,
36.839
],
"decode_256_steps": [
37.012,
36.947,
36.793,
36.804,
36.862
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_256_steps": [
7728.044,
176.598,
36.974,
36.996,
36.759
],
"decode_256_steps": [
36.82,
36.727000000000004,
36.733000000000004,
37.053999999999995,
37.081999999999994
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_256_steps": [
2774.5969999999998,
170.958,
37.206,
37.236,
36.892
],
"decode_256_steps": [
36.785,
36.754000000000005,
36.644999999999996,
36.769000000000005,
36.689
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_256_steps": [
2799.0370000000003,
175.60999999999999,
36.992,
37.056,
36.696
],
"decode_256_steps": [
36.437,
36.355,
36.422999999999995,
36.579,
36.497
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_256_steps": [
7223.656,
185.866,
37.439,
37.453,
36.98
],
"decode_256_steps": [
37.021,
36.971,
36.988,
36.857,
36.927
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_256_steps": [
2253.961,
184.983,
37.547,
37.552,
37.166
],
"decode_256_steps": [
37.036,
36.98,
42.507000000000005,
39.133,
37.369
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_256_steps": [
2266.034,
176.578,
37.326,
36.909,
36.797000000000004
],
"decode_256_steps": [
36.727999999999994,
36.615,
36.94,
36.66,
36.748999999999995
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_256_steps": [
5275.603,
36.539,
36.505,
36.58,
36.274
],
"decode_256_steps": [
36.24,
36.342,
36.263,
36.122,
38.849000000000004
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_256_steps": [
1780.362,
36.655,
36.926,
36.646,
36.56
],
"decode_256_steps": [
36.233000000000004,
36.106,
36.064,
36.131,
36.04
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_256_steps": [
1783.329,
36.502,
36.537,
36.556,
36.376
],
"decode_256_steps": [
36.311,
36.178000000000004,
36.314,
36.419,
36.263999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": {
"compile_256_steps": [
4080.812,
37.94199999999999,
36.13,
36.269000000000005,
36.231
],
"decode_256_steps": [
35.986999999999995,
35.901,
36.121,
35.962,
35.958999999999996
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": {
"compile_256_steps": [
1505.091,
36.073,
36.151,
36.311,
35.858000000000004
],
"decode_256_steps": [
35.801,
35.64,
35.699,
35.839999999999996,
35.865
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": {
"compile_256_steps": [
1543.481,
36.299,
36.281,
36.349,
36.096000000000004
],
"decode_256_steps": [
36.158,
36.178000000000004,
35.974,
36.011,
35.913000000000004
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_512_steps": [
4168.816,
72.025,
71.757,
72.014,
73.51100000000001
],
"decode_256_steps": [
36.066,
35.839000000000006,
35.863,
35.875,
36.072
],
"decode_512_steps": [
71.68599999999999,
71.65299999999999,
71.667,
71.73599999999999,
71.492
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_512_steps": [
1504.007,
71.744,
70.951,
70.857,
70.744
],
"decode_256_steps": [
35.69,
35.548,
35.51,
35.527,
35.388999999999996
],
"decode_512_steps": [
70.703,
70.679,
70.65,
70.58200000000001,
70.80799999999999
]
},
"(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_512_steps": [
1512.913,
73.352,
72.047,
72.257,
72.28800000000001
],
"decode_256_steps": [
36.0,
36.115,
35.947,
35.943999999999996,
36.291999999999994
],
"decode_512_steps": [
72.479,
72.181,
72.09500000000001,
75.407,
71.864
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_512_steps": [
7823.792,
76531.16500000001,
246.48000000000002,
78.038,
76.646
],
"decode_256_steps": [
38.361,
38.186,
37.837999999999994,
37.931,
37.78
],
"decode_512_steps": [
76.751,
77.66199999999999,
77.157,
76.80199999999999,
77.40700000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_512_steps": [
2010.2579999999998,
71313.409,
236.65800000000002,
76.46,
75.309
],
"decode_256_steps": [
37.937,
37.622,
37.448,
37.766,
37.73
],
"decode_512_steps": [
75.58800000000001,
75.47800000000001,
75.855,
75.92599999999999,
75.46799999999999
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_512_steps": [
2021.2189999999998,
71291.25600000001,
243.88299999999998,
76.424,
75.82700000000001
],
"decode_256_steps": [
37.830999999999996,
37.484,
37.227999999999994,
37.153999999999996,
37.034
],
"decode_512_steps": [
74.977,
74.928,
75.001,
74.947,
75.599
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_512_steps": [
7627.927,
76443.636,
248.19299999999998,
78.428,
78.33900000000001
],
"decode_256_steps": [
39.190000000000005,
38.764,
38.275999999999996,
38.059999999999995,
38.037
],
"decode_512_steps": [
77.467,
78.064,
77.936,
78.178,
77.984
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_512_steps": [
2068.3940000000002,
70765.48800000001,
240.621,
77.364,
76.84
],
"decode_256_steps": [
37.844,
37.574999999999996,
37.457,
37.271,
37.138
],
"decode_512_steps": [
75.438,
75.379,
74.926,
74.809,
75.865
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_512_steps": [
2031.3680000000002,
71168.755,
234.233,
77.236,
76.61800000000001
],
"decode_256_steps": [
38.565000000000005,
38.299,
38.028,
37.805,
37.861
],
"decode_512_steps": [
77.817,
86.101,
76.016,
75.808,
75.57600000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_512_steps": [
43375.507,
232.148,
77.488,
76.857,
77.452
],
"decode_256_steps": [
38.335,
38.147,
38.095,
38.001,
37.543
],
"decode_512_steps": [
75.879,
75.736,
75.414,
75.715,
75.32
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_512_steps": [
37047.146,
228.719,
75.82600000000001,
74.791,
74.741
],
"decode_256_steps": [
37.327,
41.922000000000004,
42.973,
37.038000000000004,
36.812
],
"decode_512_steps": [
74.465,
74.309,
73.89,
73.821,
74.277
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_512_steps": [
36648.714,
236.367,
75.76299999999999,
74.98299999999999,
75.158
],
"decode_256_steps": [
37.481,
37.449000000000005,
37.127,
37.117,
42.829
],
"decode_512_steps": [
80.125,
74.244,
74.824,
74.92500000000001,
74.757
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": {
"compile_512_steps": [
25872.895,
243.777,
87.97099999999999,
77.153,
77.674
],
"decode_256_steps": [
38.106,
37.851000000000006,
37.915,
37.843,
38.095
],
"decode_512_steps": [
75.934,
75.997,
75.596,
76.148,
76.382
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": {
"compile_512_steps": [
19149.813000000002,
217.18599999999998,
75.753,
75.726,
75.657
],
"decode_256_steps": [
37.68,
37.553999999999995,
37.568,
37.472,
37.674
],
"decode_512_steps": [
75.732,
75.354,
75.21700000000001,
75.102,
74.799
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": {
"compile_512_steps": [
19395.747,
222.65099999999998,
74.767,
74.16499999999999,
73.80499999999999
],
"decode_256_steps": [
36.886,
36.763,
36.894000000000005,
36.827,
36.794
],
"decode_512_steps": [
74.078,
74.578,
74.15299999999999,
73.821,
74.199
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_512_steps": [
16081.077000000001,
222.795,
74.85700000000001,
74.769,
74.85300000000001
],
"decode_256_steps": [
37.537,
37.355,
37.267,
37.371,
37.453
],
"decode_512_steps": [
74.879,
75.082,
74.85799999999999,
74.98100000000001,
74.505
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_512_steps": [
10493.463,
218.639,
74.533,
74.12100000000001,
76.97
],
"decode_256_steps": [
37.636,
37.051,
37.016,
37.046,
37.006
],
"decode_512_steps": [
74.05399999999999,
73.816,
73.97,
73.73,
74.129
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_512_steps": [
10447.371000000001,
213.23,
75.35799999999999,
74.244,
74.115
],
"decode_256_steps": [
37.367,
37.157999999999994,
37.113,
37.081999999999994,
36.970000000000006
],
"decode_512_steps": [
74.886,
76.923,
79.516,
73.952,
73.70500000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": {
"compile_512_steps": [
11652.119,
219.505,
73.613,
73.794,
73.86
],
"decode_256_steps": [
36.869,
36.574000000000005,
36.687,
36.976,
36.737
],
"decode_512_steps": [
73.509,
73.256,
73.061,
73.16799999999999,
73.088
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": {
"compile_512_steps": [
6049.986,
215.953,
76.19,
74.574,
74.242
],
"decode_256_steps": [
37.066,
36.786,
37.0,
36.824999999999996,
41.435
],
"decode_512_steps": [
73.6,
73.544,
73.494,
73.587,
73.468
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": {
"compile_512_steps": [
6051.062,
213.753,
74.048,
73.845,
73.491
],
"decode_256_steps": [
36.85,
36.799,
36.783,
36.99,
36.786
],
"decode_512_steps": [
73.59100000000001,
73.572,
73.722,
73.572,
73.364
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_512_steps": [
9279.889000000001,
216.089,
74.068,
73.75099999999999,
73.68299999999999
],
"decode_256_steps": [
37.109,
37.089999999999996,
37.150000000000006,
37.192,
37.317
],
"decode_512_steps": [
74.218,
76.992,
78.696,
74.682,
74.936
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_512_steps": [
3922.886,
231.16400000000002,
73.937,
73.992,
74.545
],
"decode_256_steps": [
40.79,
38.286,
37.330000000000005,
37.347,
37.222
],
"decode_512_steps": [
74.20400000000001,
74.227,
74.018,
74.048,
73.931
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_512_steps": [
3933.779,
210.41899999999998,
73.81500000000001,
73.387,
76.516
],
"decode_256_steps": [
42.225,
36.664,
36.693999999999996,
36.687,
36.641
],
"decode_512_steps": [
73.358,
73.147,
73.01,
73.05499999999999,
73.129
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": {
"compile_512_steps": [
8168.321000000001,
221.438,
74.298,
74.28999999999999,
74.32900000000001
],
"decode_256_steps": [
37.449000000000005,
37.449000000000005,
37.211,
37.144000000000005,
37.288000000000004
],
"decode_512_steps": [
74.37100000000001,
74.30799999999999,
74.181,
74.094,
74.31500000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": {
"compile_512_steps": [
2832.231,
208.735,
74.156,
73.936,
73.91499999999999
],
"decode_256_steps": [
37.214999999999996,
37.087,
37.177,
37.071,
37.065
],
"decode_512_steps": [
74.101,
74.348,
73.676,
73.71,
73.505
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": {
"compile_512_steps": [
2856.9559999999997,
211.023,
74.007,
73.534,
73.521
],
"decode_256_steps": [
36.935,
36.903999999999996,
36.826,
37.017,
37.017
],
"decode_512_steps": [
73.717,
75.299,
75.771,
75.61,
73.81500000000001
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_512_steps": [
7596.444,
215.733,
74.595,
74.277,
74.167
],
"decode_256_steps": [
37.485,
37.54,
37.503,
37.406,
37.157999999999994
],
"decode_512_steps": [
74.402,
74.131,
73.994,
74.345,
75.799
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_512_steps": [
2280.156,
217.578,
74.16,
74.128,
74.42
],
"decode_256_steps": [
45.425,
40.829,
37.285,
37.143,
37.106
],
"decode_512_steps": [
74.06,
74.20100000000001,
74.006,
74.416,
74.17500000000001
]
}
}