A100_benchmark_compile_sdpa / compile_results.json
ydshieh's picture
ydshieh HF staff
Upload compile_results.json with huggingface_hub
2fe4bde verified
raw
history blame
9.9 kB
{
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": {
"compile_1024_steps": [
139.76306349650258,
140.70740249735536,
139.1111740085762,
141.82332499331096,
139.33872250345303
],
"decode_256_steps": [
34.876884100958705,
34.85296809958527,
35.297678799543064,
35.29754550108919,
34.61572819942376
],
"decode_512_steps": [
70.23680839920416,
69.90956609952264,
70.06656550074695,
69.4924057010212,
69.20369760046015
],
"decode_1024_steps": [
139.02979750855593,
141.3271679994068,
139.3443560009473,
142.93637799710268,
138.91313999920385
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_1024_steps": [
141.40397399751237,
145.65613249578746,
141.94751150353113,
142.5319039990427,
141.6912884960766
],
"decode_256_steps": [
35.91422550089192,
35.2901436999673,
35.423338899272494,
36.36588390072575,
35.76999490032904
],
"decode_512_steps": [
72.29013750038575,
71.67220310075209,
70.67421890096739,
71.1322282004403,
71.18413689895533
],
"decode_1024_steps": [
141.25242550653638,
141.12842750182608,
141.22284449695144,
146.99197699519573,
141.5520845039282
]
},
"(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_1024_steps": [
142.1120369923301,
141.7315335056628,
141.62597849644953,
141.61487400269834,
141.6195920028258
],
"decode_256_steps": [
35.36571110016666,
35.27658880047966,
35.27602910035057,
35.30805030022748,
35.7940478992532
],
"decode_512_steps": [
71.3335131003987,
70.88375890016323,
71.36150970036397,
71.30089639977086,
70.41323440062115
],
"decode_1024_steps": [
141.77608899626648,
140.91796550201252,
140.70968649321003,
141.88660649961093,
141.745021501265
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": {
"compile_1024_steps": [
159400.13305099274,
185.01488849142333,
169.55933610006468,
169.5978517003823,
169.53851580037735
],
"decode_256_steps": [
37.43775070033735,
36.71351769880857,
37.55957800021861,
39.86229650035966,
38.587886300229
],
"decode_512_steps": [
76.96115630096756,
75.6995789008215,
76.84807829937199,
75.90080060035689,
77.36342480056919
],
"decode_1024_steps": [
170.91391930007376,
169.53696529963054,
169.52071159903426,
169.5478681998793,
169.58018769946648
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": {
"compile_1024_steps": [
147724.92991600302,
145.4173950041877,
144.85268029966392,
143.80241610051598,
142.68193770112703
],
"decode_256_steps": [
36.0354290009127,
35.10569689969998,
34.51904290122911,
35.06867319956655,
34.69031849963358
],
"decode_512_steps": [
70.81122610106831,
69.28497590124607,
70.08796989975963,
70.33725009969203,
70.60312240064377
],
"decode_1024_steps": [
143.00532850029413,
142.61980640003458,
142.33041499974206,
143.0821850997745,
142.42316960007884
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": {
"compile_1024_steps": [
148594.7984240047,
153.07689199835295,
153.8132266010507,
152.55743750021793,
151.78080110053997
],
"decode_256_steps": [
37.03750919958111,
36.794566300523,
36.936536100984085,
36.859881300188135,
36.72725810029078
],
"decode_512_steps": [
74.71744409995154,
76.59830339980545,
75.66527989984024,
74.39599869976519,
74.79838869912783
],
"decode_1024_steps": [
152.13589439954376,
153.58433530054754,
153.02867050049827,
153.19775339885382,
150.84146820008755
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": {
"compile_1024_steps": [
158971.66894300608,
186.9946585065918,
169.77690439962316,
169.7375350006041,
169.75554119999288
],
"decode_256_steps": [
37.46758570050588,
37.25881800055504,
37.22989000089001,
37.546175699390005,
37.25000080012251
],
"decode_512_steps": [
76.2234398003784,
77.83156640070956,
78.91292179992888,
76.34383310069097,
76.0774082998978
],
"decode_1024_steps": [
169.78098899999168,
169.78010190068744,
170.17263270099647,
169.70859950088197,
169.77696160029154
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": {
"compile_1024_steps": [
148522.69902201078,
154.95359750639182,
155.2786432002904,
153.50243370048702,
153.24296550097642
],
"decode_256_steps": [
37.04661060037324,
37.046760399243794,
37.048361099732574,
36.958225700072944,
37.27597179968143
],
"decode_512_steps": [
75.51172700041207,
75.4291869001463,
75.9758027998032,
75.82681139901979,
75.25779020070331
],
"decode_1024_steps": [
153.3987894988968,
153.78011040011188,
153.9182467997307,
154.16131370002404,
154.12293620029232
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": {
"compile_1024_steps": [
149123.17086900293,
154.01401100098155,
155.0729420996504,
155.1796169995214,
153.69974490022287
],
"decode_256_steps": [
38.664797600358725,
37.98515810049139,
36.913147299492266,
37.14218300010543,
36.761025300074834
],
"decode_512_steps": [
75.27350009913789,
92.13171599985799,
93.57937689928804,
103.80449299991596,
113.55796689895215
],
"decode_1024_steps": [
229.9572085001273,
172.494141801144,
161.92440480081132,
153.02487929875497,
151.856980699813
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": {
"compile_1024_steps": [
360.09297300188337,
166.3984236001852,
167.0808670009137,
166.33391509967623,
166.4179156985483
],
"decode_256_steps": [
37.08317580021685,
36.817958900064696,
36.7329418004374,
36.856694699963555,
36.744432800333016
],
"decode_512_steps": [
74.04683500062674,
74.12487830006285,
73.92222850030521,
73.82387190009467,
74.62704880017554
],
"decode_1024_steps": [
166.38425059936708,
166.4160122993053,
166.35500419943128,
166.40674939990276,
166.5644995009643
]
},
"(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": {
"compile_1024_steps": [
320.0917270005448,
148.51005550008267,
149.66219579946483,
151.33806789963273,
150.61600190092577
],
"decode_256_steps": [
36.63988460029941,
36.5554322997923,
36.797082699195016,
36.62892160064075,
36.61998860043241
],
"decode_512_steps": [
73.75590290030232,
73.04263670084765,
74.61829410021892,
73.70242249889998,
74.80976009974256
],
"decode_1024_steps": [
148.81626470014453,
149.39677200018195,
150.08609910000814,
150.18190700066043,
149.8577567996108
]
}
}