A100_benchmark_compile_sdpa / results_2.json
ydshieh's picture
ydshieh HF staff
Upload results_2.json with huggingface_hub
eda4c0b verified
raw
history blame
11.8 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
]
}
}