|
{ |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_256_steps": { |
|
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|
28.46793555491604, |
|
2.046271288068965, |
|
2.92398768896237, |
|
2.9239750729175285, |
|
2.923966547008604, |
|
2.9233065580483526, |
|
2.923905084026046 |
|
], |
|
"throughput": [ |
|
87.55166821199792, |
|
87.55204597027033, |
|
87.55230126073215, |
|
87.57206776524656, |
|
87.55414168489457 |
|
] |
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|
"decode_256_steps": { |
|
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|
2.923116547986865, |
|
2.923381404951215, |
|
2.9234596610767767, |
|
2.9231232579331845, |
|
2.923231226974167 |
|
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|
"throughput": [ |
|
87.57776017391637, |
|
87.56982567051394, |
|
87.56748157274363, |
|
87.57755914165818, |
|
87.57432447962226 |
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} |
|
}, |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
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|
26.776753408950754, |
|
2.288479048991576, |
|
3.2720538249704987, |
|
3.2734143850393593, |
|
3.272128211101517, |
|
3.2720855380175635, |
|
3.2721059609903023 |
|
], |
|
"throughput": [ |
|
78.23832176792145, |
|
78.20580283694265, |
|
78.2365431560584, |
|
78.23756348224961, |
|
78.23707515954699 |
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] |
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}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.272048377082683, |
|
3.272279590019025, |
|
3.2725540139945224, |
|
3.2718116529285908, |
|
3.2719840799691156 |
|
], |
|
"throughput": [ |
|
78.23845203298808, |
|
78.23292385554122, |
|
78.22636353907663, |
|
78.24411279018919, |
|
78.23998948137192 |
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] |
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} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
63.78192087600473, |
|
1.957973335054703, |
|
2.4806162149179727, |
|
2.4811129599111155, |
|
2.4813056340208277, |
|
2.480286636040546, |
|
2.480559766991064 |
|
], |
|
"throughput": [ |
|
103.2001639191354, |
|
103.17950215743949, |
|
103.17149023885672, |
|
103.21387708989579, |
|
103.20251235491486 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4799297569552436, |
|
2.4884759209817275, |
|
2.4813270189333707, |
|
2.4806014120113105, |
|
2.4797641170443967 |
|
], |
|
"throughput": [ |
|
103.22873028238764, |
|
102.87421222022738, |
|
103.17060107218144, |
|
103.20077976269117, |
|
103.23562561471515 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
55.65755232493393, |
|
1.9605597540503368, |
|
2.492380141047761, |
|
2.490545677021146, |
|
2.4909915910102427, |
|
2.490855979034677, |
|
2.4905345290899277 |
|
], |
|
"throughput": [ |
|
102.71306362294368, |
|
102.78871909958006, |
|
102.77031882559548, |
|
102.77591404510346, |
|
102.78917919421322 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4895939599955454, |
|
2.4914121739566326, |
|
2.4907823029207066, |
|
2.4910834309412166, |
|
2.4906155969947577 |
|
], |
|
"throughput": [ |
|
102.82801296660362, |
|
102.75296985221208, |
|
102.7789541060304, |
|
102.76652994447257, |
|
102.78583347381922 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
60.91987943602726, |
|
1.9642559249186888, |
|
2.4855051590129733, |
|
2.484293841989711, |
|
2.484429471078329, |
|
2.4846499550621957, |
|
2.4845430529676378 |
|
], |
|
"throughput": [ |
|
102.99717104657347, |
|
103.04739144503353, |
|
103.04176591854994, |
|
103.03262215203743, |
|
103.03705532259679 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.484911852981895, |
|
2.4846175389830023, |
|
2.485333974007517, |
|
2.4848710549995303, |
|
2.4846429709577933 |
|
], |
|
"throughput": [ |
|
103.02176300249842, |
|
103.03396638855946, |
|
103.00426529284861, |
|
103.0234544705775, |
|
103.03291176732557 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
52.54372373200022, |
|
1.954825118998997, |
|
2.49528127303347, |
|
2.494535046047531, |
|
2.494500096072443, |
|
2.4943260380532593, |
|
2.4945406490005553 |
|
], |
|
"throughput": [ |
|
102.59364455886981, |
|
102.62433490586533, |
|
102.6257727562603, |
|
102.63293414512873, |
|
102.62410440277536 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.4945164289092645, |
|
2.4991714050993323, |
|
2.494412357104011, |
|
2.4948647640412673, |
|
2.495110359042883 |
|
], |
|
"throughput": [ |
|
102.62510081440388, |
|
102.43395049961569, |
|
102.62938253609903, |
|
102.61077221088426, |
|
102.60067217956679 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
60.343225831049494, |
|
1.9980016900226474, |
|
2.5116794740315527, |
|
2.5108701389981434, |
|
2.5107889600330964, |
|
2.512819174095057, |
|
2.5106489000609145 |
|
], |
|
"throughput": [ |
|
101.923833294337, |
|
101.95668665769628, |
|
101.9599831268278, |
|
101.87760529652653, |
|
101.96567110350986 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5108048600377515, |
|
2.5109391059959307, |
|
2.511257805977948, |
|
2.510869003017433, |
|
2.510620804037899 |
|
], |
|
"throughput": [ |
|
101.95933745171693, |
|
101.95388625263415, |
|
101.94094743701834, |
|
101.95673278548279, |
|
101.96681218775386 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
53.36949425400235, |
|
1.9970732289366424, |
|
2.5343871320364997, |
|
2.5336982250446454, |
|
2.533340811030939, |
|
2.532950852997601, |
|
2.5332669200142846 |
|
], |
|
"throughput": [ |
|
101.0106138734582, |
|
101.0380784378886, |
|
101.05233330047731, |
|
101.06789071609454, |
|
101.0552808223448 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.532745622098446, |
|
2.541364204022102, |
|
2.533577991067432, |
|
2.5350712339859456, |
|
2.534071282017976 |
|
], |
|
"throughput": [ |
|
101.07608034789428, |
|
100.73329890884604, |
|
101.04287332088151, |
|
100.9833556422341, |
|
101.02320397085973 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
30.029244026984088, |
|
2.047490189084783, |
|
2.9249130110256374, |
|
2.9236370710423216, |
|
2.9237215139437467, |
|
2.9248309110989794, |
|
2.925501642981544 |
|
], |
|
"throughput": [ |
|
87.52397046852076, |
|
87.56216786809728, |
|
87.55963889826393, |
|
87.52642726406712, |
|
87.50636001663493 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.9232695610262454, |
|
2.9237042049644515, |
|
2.9236611539963633, |
|
2.923813842004165, |
|
2.9229199920082465 |
|
], |
|
"throughput": [ |
|
87.5731760810072, |
|
87.56015727080457, |
|
87.5614465958453, |
|
87.55687394397229, |
|
87.58364946695323 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
52.51324963395018, |
|
2.289473696029745, |
|
3.273060421925038, |
|
3.272851131972857, |
|
3.2726171649992466, |
|
3.2730130431009457, |
|
3.273139671073295 |
|
], |
|
"throughput": [ |
|
78.21426035558322, |
|
78.2192619453744, |
|
78.22485402140184, |
|
78.21539255384644, |
|
78.2123666345271 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.272261598962359, |
|
3.272651035920717, |
|
3.2728101740358397, |
|
3.273063072003424, |
|
3.273323616012931 |
|
], |
|
"throughput": [ |
|
78.23335398403908, |
|
78.22404441846572, |
|
78.22024082879076, |
|
78.2141970283829, |
|
78.20797147818234 |
|
] |
|
} |
|
} |
|
} |