A100_benchmark_compile_sdpa / results_full_batch_2_extra.json
ydshieh's picture
ydshieh HF staff
Upload results_full_batch_2_extra.json with huggingface_hub
430b448 verified
raw
history blame
12.7 kB
{
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_256_steps": [
24146.012,
175.55599999999998,
35.215,
35.153999999999996,
35.117000000000004,
30.349999999999998,
30.334,
30.317
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_256_steps": [
17609.081,
162.306,
24.129,
23.924,
23.766,
23.689999999999998,
23.630000000000003,
23.713
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_256_steps": [
17637.702999999998,
159.082,
24.342,
24.116,
23.744,
23.892,
23.717,
23.702
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_256_steps": [
12596.197999999999,
162.881,
24.565,
24.594,
24.284,
24.232,
24.281,
24.174
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_256_steps": [
5684.729,
155.917,
24.072,
24.01,
23.548,
23.552,
23.41,
24.842
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_256_steps": [
5688.191,
149.37900000000002,
23.729,
23.644,
23.3,
23.352999999999998,
23.279999999999998,
23.191
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_256_steps": [
9270.846000000001,
160.17000000000002,
24.111,
24.084999999999997,
23.702,
23.694,
23.777,
23.911
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_256_steps": [
2670.55,
149.425,
23.453000000000003,
23.391,
23.368,
23.158,
23.197,
23.122
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_256_steps": [
2708.3810000000003,
163.38400000000001,
23.900000000000002,
24.044,
23.546999999999997,
23.531,
23.525000000000002,
23.224999999999998
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_256_steps": [
5976.402,
23.793000000000003,
23.548,
23.604,
23.198,
23.122,
23.154,
23.186
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_256_steps": [
1720.3429999999998,
23.477999999999998,
23.502,
23.46,
26.084,
24.157,
23.287,
23.252
]
},
"(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_256_steps": [
1745.721,
25.156000000000002,
23.205,
23.125,
22.838,
22.927,
22.876,
22.727
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_512_steps": [
41535.081,
260.81100000000004,
100.81099999999999,
98.827,
98.599,
98.55999999999999,
98.47,
98.532
],
"decode_256_steps": [
32.711999999999996,
31.38,
32.711,
30.756999999999998,
30.720999999999997
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_512_steps": [
33792.338,
184.41,
47.384,
47.156000000000006,
46.663000000000004,
46.766000000000005,
46.587,
46.351000000000006
],
"decode_256_steps": [
23.386,
23.404,
23.307000000000002,
23.349999999999998,
23.294
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": {
"compile_512_steps": [
34042.821,
185.744,
47.876000000000005,
47.230000000000004,
46.900999999999996,
46.828,
46.911,
46.835
],
"decode_256_steps": [
23.372,
23.314,
23.247,
23.324,
23.276
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": {
"compile_512_steps": [
15585.318,
187.584,
48.69,
48.699,
50.353,
48.288,
48.177,
48.092999999999996
],
"decode_256_steps": [
24.072,
23.999,
23.959999999999997,
24.069,
24.316000000000003
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": {
"compile_512_steps": [
9895.221,
184.616,
46.571,
46.527,
46.346,
46.637,
46.32,
46.477
],
"decode_256_steps": [
23.199,
23.169999999999998,
23.084,
23.164,
26.631999999999998
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": {
"compile_512_steps": [
9698.421,
177.51600000000002,
46.816,
46.689,
46.559999999999995,
50.979,
46.691,
47.024
],
"decode_256_steps": [
23.522000000000002,
23.425,
23.362000000000002,
23.389,
23.355999999999998
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": {
"compile_512_steps": [
9304.68,
181.252,
47.924,
47.989999999999995,
47.525,
47.672,
47.617,
47.488
],
"decode_256_steps": [
23.875,
23.869999999999997,
23.876,
23.801,
23.833
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": {
"compile_512_steps": [
3693.569,
175.238,
46.996,
46.728,
46.818,
46.779,
46.872,
46.591
],
"decode_256_steps": [
23.438,
23.508000000000003,
25.413999999999998,
24.114,
23.466
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": {
"compile_512_steps": [
3684.477,
172.1,
46.877,
46.705999999999996,
46.64,
46.885999999999996,
46.945,
46.772
],
"decode_256_steps": [
23.380000000000003,
23.329,
23.244,
23.287,
23.366999999999997
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": {
"compile_512_steps": [
8223.57,
196.989,
47.985,
49.22,
48.897999999999996,
48.216,
48.302,
48.205
],
"decode_256_steps": [
24.349,
24.244999999999997,
24.160999999999998,
24.17,
24.184
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": {
"compile_512_steps": [
2194.1820000000002,
176.22299999999998,
46.80200000000001,
47.158,
46.543,
46.827,
46.834,
46.538000000000004
],
"decode_256_steps": [
23.395,
23.36,
23.288,
23.393,
23.377
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": {
"compile_512_steps": [
2225.257,
169.251,
46.974000000000004,
46.704,
46.517999999999994,
46.754999999999995,
46.370000000000005,
46.631
],
"decode_256_steps": [
23.383000000000003,
23.376,
23.381,
23.301,
23.337
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": {
"compile_512_steps": [
4166.464999999999,
46.196,
45.898,
45.705000000000005,
52.564,
47.445,
45.846,
45.695
],
"decode_256_steps": [
22.733,
22.754,
22.741999999999997,
22.686999999999998,
22.694
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": {
"compile_512_steps": [
1483.299,
45.869,
45.333,
45.43,
45.159,
45.087,
45.013999999999996,
45.089
],
"decode_256_steps": [
22.554000000000002,
22.519000000000002,
22.533,
22.497,
22.642
]
},
"(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": {
"compile_512_steps": [
1500.679,
45.452,
44.835,
44.945,
44.811,
44.698,
44.738,
44.741
],
"decode_256_steps": [
22.491,
22.4,
22.478,
22.34,
22.353
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_1024_steps": [
76428.726,
531.815,
367.27700000000004,
365.572,
365.473,
365.73,
365.594,
365.601
],
"decode_256_steps": [
31.208,
30.936999999999998,
32.806000000000004,
32.055,
30.761
],
"decode_512_steps": [
98.893,
100.927,
99.039,
98.99900000000001,
99.075
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_1024_steps": [
66920.555,
253.04399999999998,
96.405,
95.491,
95.639,
95.96499999999999,
95.046,
94.626
],
"decode_256_steps": [
23.809,
23.584999999999997,
23.498,
23.421,
23.425
],
"decode_512_steps": [
46.827,
47.527,
47.348,
47.425000000000004,
46.964999999999996
]
}
}