|
{ |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_256_steps": { |
|
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|
95.8053530548932, |
|
2.2853265419835225, |
|
3.2669659190578386, |
|
3.266023881966248, |
|
3.2665181120391935, |
|
3.2668077050475404, |
|
3.268629180965945 |
|
], |
|
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|
313.4406741210547, |
|
313.53108152519695, |
|
313.4836437079316, |
|
313.4558542940311, |
|
313.2811779210108 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
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|
3.2652035469654948, |
|
3.266546842060052, |
|
3.2660744179738685, |
|
3.2665798250818625, |
|
3.2668340080417693 |
|
], |
|
"throughput": [ |
|
313.60985165891134, |
|
313.4808865481363, |
|
313.52623025511014, |
|
313.4777212965668, |
|
313.45333049652373 |
|
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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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|
78.90135311102495, |
|
2.569424226996489, |
|
3.670696294051595, |
|
3.668450210010633, |
|
3.6684045440051705, |
|
3.668335850001313, |
|
3.6684852479957044 |
|
], |
|
"throughput": [ |
|
278.9661464663812, |
|
279.13694922331575, |
|
279.14042404985, |
|
279.14565129025294, |
|
279.1342831648206 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.6708598010009155, |
|
3.668251301976852, |
|
3.668118276982568, |
|
3.6684340949868783, |
|
3.668203241075389 |
|
], |
|
"throughput": [ |
|
278.9537207933659, |
|
279.15208520423823, |
|
279.16220870673584, |
|
279.1381754409473, |
|
279.15574266266634 |
|
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|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
143.95465924602468, |
|
2.250370017020032, |
|
2.5594286889536306, |
|
2.5587191360536963, |
|
2.5583844779757783, |
|
2.5602540179388598, |
|
2.5606976920971647 |
|
], |
|
"throughput": [ |
|
400.08928727709196, |
|
400.2002351767735, |
|
400.25258471322496, |
|
399.9603136349628, |
|
399.89101531206626 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.558387466939166, |
|
2.56033970892895, |
|
2.5582443029852584, |
|
2.5585785540752113, |
|
2.5584073319332674 |
|
], |
|
"throughput": [ |
|
400.25211709823816, |
|
399.94692752250563, |
|
400.274515926832, |
|
400.22222431631417, |
|
400.24900930306967 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
110.91592144710012, |
|
2.1880725079681724, |
|
2.5384093089960515, |
|
2.540894616045989, |
|
2.5419735059840605, |
|
2.5368699530372396, |
|
2.5381766409846023 |
|
], |
|
"throughput": [ |
|
403.4022394934389, |
|
403.0076625505613, |
|
402.836613988856, |
|
403.64702131223845, |
|
403.4392183212169 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.537049670005217, |
|
2.5377925720531493, |
|
2.537244033999741, |
|
2.537202487932518, |
|
2.5371061710175127 |
|
], |
|
"throughput": [ |
|
403.61842817129167, |
|
403.5002747177062, |
|
403.58750923369183, |
|
403.59411787997396, |
|
403.60943964332495 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
97.76731953094713, |
|
2.26556545693893, |
|
2.5741503299213946, |
|
2.5737806200049818, |
|
2.5735387740423903, |
|
2.5741339289816096, |
|
2.5738460740540177 |
|
], |
|
"throughput": [ |
|
397.80116495032723, |
|
397.8583069749037, |
|
397.8956953469756, |
|
397.8036995165669, |
|
397.8481892614178 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5735588939860463, |
|
2.5732309620361775, |
|
2.5735684579703957, |
|
2.5759242760250345, |
|
2.573666434036568 |
|
], |
|
"throughput": [ |
|
397.8925846200402, |
|
397.9432919576394, |
|
397.89110595781915, |
|
397.52721364160476, |
|
397.875958771373 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
79.10843517910689, |
|
2.203719110926613, |
|
2.5459799600066617, |
|
2.5431767270201817, |
|
2.5439492610748857, |
|
2.5434623809996992, |
|
2.5434956119861454 |
|
], |
|
"throughput": [ |
|
402.20269447734404, |
|
402.6460249971743, |
|
402.5237514239309, |
|
402.6008041831231, |
|
402.595544169383 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5429631479782984, |
|
2.543844864005223, |
|
2.543107708916068, |
|
2.5432838780106977, |
|
2.5431570740183815 |
|
], |
|
"throughput": [ |
|
402.6798425349178, |
|
402.54027063102285, |
|
402.65695251911006, |
|
402.6290611337304, |
|
402.6491365639489 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
97.23793039505836, |
|
2.341821267036721, |
|
2.6557186580030248, |
|
2.655698057031259, |
|
2.6574665310326964, |
|
2.6541704820701852, |
|
2.6540865420829505 |
|
], |
|
"throughput": [ |
|
385.5830123097451, |
|
385.5860033819903, |
|
385.3294060497807, |
|
385.80792263250027, |
|
385.82012446223996 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.653710515005514, |
|
2.6542784210760146, |
|
2.654119582963176, |
|
2.6532707719597965, |
|
2.654330870951526 |
|
], |
|
"throughput": [ |
|
385.874794635568, |
|
385.79223335014035, |
|
385.8153214245009, |
|
385.93874806212807, |
|
385.7846100523692 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
78.25888705300167, |
|
2.2237179670482874, |
|
2.5945825160015374, |
|
2.5935550701105967, |
|
2.5941752300132066, |
|
2.593873592908494, |
|
2.59384649398271 |
|
], |
|
"throughput": [ |
|
394.6685039634304, |
|
394.8248532684265, |
|
394.730466991155, |
|
394.77636951914656, |
|
394.7804939018206 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5943243749206886, |
|
2.593943889020011, |
|
2.5940383119741455, |
|
2.5943414139328524, |
|
2.593811471015215 |
|
], |
|
"throughput": [ |
|
394.70777436275864, |
|
394.76567104420525, |
|
394.7513015799306, |
|
394.7051820167658, |
|
394.78582442971754 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
61.7856511620339, |
|
2.2844156899955124, |
|
3.265746899996884, |
|
3.265604943037033, |
|
3.2734922469826415, |
|
3.26881055906415, |
|
3.2666029509855434 |
|
], |
|
"throughput": [ |
|
313.55767343788244, |
|
313.57130389681294, |
|
312.81577066323507, |
|
313.26379473430484, |
|
313.47550203218185 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.267405018908903, |
|
3.268156357924454, |
|
3.26575669599697, |
|
3.2681628580903634, |
|
3.267972897971049 |
|
], |
|
"throughput": [ |
|
313.3985514724918, |
|
313.3265021170296, |
|
313.55673288679986, |
|
313.3258789307515, |
|
313.3440918790238 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
53.089702961966395, |
|
2.5687962499214336, |
|
3.6676518369931728, |
|
3.6683868750697, |
|
3.6676722599659115, |
|
3.667679704958573, |
|
3.6680623799329624 |
|
], |
|
"throughput": [ |
|
279.19771164525235, |
|
279.14176854112304, |
|
279.1961569678304, |
|
279.1955902298634, |
|
279.1664628175475 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.6683578999945894, |
|
3.6676486850483343, |
|
3.6674241859000176, |
|
3.6677106840070337, |
|
3.6673135010059923 |
|
], |
|
"throughput": [ |
|
279.1439733842519, |
|
279.19795158529615, |
|
279.2150425186503, |
|
279.19323202485083, |
|
279.22346963767984 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
32.44672012003139, |
|
5.5225611090427265, |
|
6.504336146055721, |
|
6.505848491913639, |
|
6.50475009996444, |
|
6.503087661927566, |
|
6.502947160974145 |
|
], |
|
"throughput": [ |
|
314.8668755752919, |
|
314.79368179962006, |
|
314.8468378533398, |
|
314.9273247522173, |
|
314.9341289885567 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2666714129736647, |
|
3.2670287410728633, |
|
3.2667806999525055, |
|
3.2717614219291136, |
|
3.2674252230208367 |
|
], |
|
"throughput": [ |
|
313.4689323000652, |
|
313.4346469396922, |
|
313.458445501067, |
|
312.98125625438286, |
|
313.39661357369334 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
31.080732248956338, |
|
6.202051286003552, |
|
7.305483191972598, |
|
7.305257357889786, |
|
7.30580619093962, |
|
7.306897763977759, |
|
7.306003657053225 |
|
], |
|
"throughput": [ |
|
280.33737758104496, |
|
280.34604390605483, |
|
280.3249835096708, |
|
280.28310592990994, |
|
280.31740690724376 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.667098872945644, |
|
3.6673175969626755, |
|
3.667048576986417, |
|
3.670137830078602, |
|
3.671160666970536 |
|
], |
|
"throughput": [ |
|
279.23981203633565, |
|
279.2231577783422, |
|
279.24364199219957, |
|
279.0085951562395, |
|
278.93085944533476 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
70.91814545006491, |
|
4.674812922021374, |
|
5.297950117965229, |
|
5.294537856942043, |
|
5.293866022024304, |
|
5.2944533890113235, |
|
5.294336699997075 |
|
], |
|
"throughput": [ |
|
386.5646060077611, |
|
386.8137418858423, |
|
386.8628317149727, |
|
386.8199131284523, |
|
386.82843877328986 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.557617643964477, |
|
2.5582399260019884, |
|
2.5582405240274966, |
|
2.5582170200068504, |
|
2.557471925043501 |
|
], |
|
"throughput": [ |
|
400.37258986559544, |
|
400.27520077067396, |
|
400.2751072005901, |
|
400.2787847910018, |
|
400.3954021831862 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
62.89697351306677, |
|
4.605546675971709, |
|
5.203282581991516, |
|
5.203962340019643, |
|
5.201639433042146, |
|
5.204514815006405, |
|
5.201244630967267 |
|
], |
|
"throughput": [ |
|
393.5976890988196, |
|
393.5462761231799, |
|
393.722022905044, |
|
393.5044999958329, |
|
393.7519084963971 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.535726913018152, |
|
2.5386671060696244, |
|
2.541110460064374, |
|
2.5361877840477973, |
|
2.5366714040283114 |
|
], |
|
"throughput": [ |
|
403.82897493531067, |
|
403.36127472237246, |
|
402.97343074730367, |
|
403.75559193242356, |
|
403.6786153594261 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
65.25170174695086, |
|
4.692801391938701, |
|
5.3260359450941905, |
|
5.32542130490765, |
|
5.3248349849600345, |
|
5.327083694981411, |
|
5.325551149086095 |
|
], |
|
"throughput": [ |
|
384.52613183852276, |
|
384.57051240484253, |
|
384.61285763494345, |
|
384.45050186266064, |
|
384.5611360528294 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.573651327053085, |
|
2.5740324369398877, |
|
2.574569348944351, |
|
2.5742304329760373, |
|
2.5761206580791622 |
|
], |
|
"throughput": [ |
|
397.87829424917226, |
|
397.8193845984987, |
|
397.7364215960506, |
|
397.7887864592471, |
|
397.49690946678214 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
56.82279096299317, |
|
4.610056913923472, |
|
5.211881430004723, |
|
5.211342259077355, |
|
5.211221647099592, |
|
5.212341043050401, |
|
5.211089386953972 |
|
], |
|
"throughput": [ |
|
392.94831003055725, |
|
392.9889648742029, |
|
392.99806047203055, |
|
392.9136606919826, |
|
393.0080349661999 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5413528970675543, |
|
2.541984818992205, |
|
2.5421090229647234, |
|
2.5421362940687686, |
|
2.544200054020621 |
|
], |
|
"throughput": [ |
|
402.93498836056375, |
|
402.83482117960676, |
|
402.8151392208051, |
|
402.81081796800754, |
|
402.4840728942538 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
63.413214856991544, |
|
4.843009234056808, |
|
5.48444908298552, |
|
5.483548566931859, |
|
5.482878662995063, |
|
5.483282961999066, |
|
5.485246596974321 |
|
], |
|
"throughput": [ |
|
373.419457271203, |
|
373.48078073937654, |
|
373.5264130177313, |
|
373.49887178781506, |
|
373.3651648641801 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.654167448054068, |
|
2.6538593389559537, |
|
2.6540121929720044, |
|
2.6542935320176184, |
|
2.656174544012174 |
|
], |
|
"throughput": [ |
|
385.80836365495963, |
|
385.8531554286704, |
|
385.83093277100164, |
|
385.7900370279028, |
|
385.51683371426316 |
|
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|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
55.13573287089821, |
|
4.689758152002469, |
|
5.308826985070482, |
|
5.307639271952212, |
|
5.307712847949006, |
|
5.3089211670449, |
|
5.307951893075369 |
|
], |
|
"throughput": [ |
|
385.7726020756372, |
|
385.8589280591259, |
|
385.85357924767607, |
|
385.7657583452075, |
|
385.8362022217596 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.59357230598107, |
|
2.5939203170128167, |
|
2.5937879669945687, |
|
2.593674042960629, |
|
2.5956987810786813 |
|
], |
|
"throughput": [ |
|
394.82222941636934, |
|
394.76925844015443, |
|
394.78940184401904, |
|
394.80674249688053, |
|
394.4987790819324 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
33.51184971095063, |
|
5.522009925916791, |
|
6.503117688931525, |
|
6.503237089957111, |
|
6.506299860076979, |
|
6.504618742968887, |
|
6.503260133904405 |
|
], |
|
"throughput": [ |
|
314.92587063059756, |
|
314.92008851448884, |
|
314.77184329708547, |
|
314.8531960022666, |
|
314.91897261234556 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2670534510398284, |
|
3.2671237920876592, |
|
3.2673107789596543, |
|
3.266308819060214, |
|
3.2668052550870925 |
|
], |
|
"throughput": [ |
|
313.4322763143297, |
|
313.4255281296441, |
|
313.4075909136664, |
|
313.50373057946996, |
|
313.4560893721534 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
32.34248119802214, |
|
6.201905089081265, |
|
7.305474427994341, |
|
7.306766926078126, |
|
7.307489632978104, |
|
7.305602213018574, |
|
7.305076883058064 |
|
], |
|
"throughput": [ |
|
280.33771388646994, |
|
280.28812479163815, |
|
280.2604044427984, |
|
280.3328103945307, |
|
280.3529699666436 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.667129898094572, |
|
3.6673905219649896, |
|
3.6675714509328827, |
|
3.6680666570318863, |
|
3.6678571479860693 |
|
], |
|
"throughput": [ |
|
279.2374495738662, |
|
279.21760550641886, |
|
279.20383111814647, |
|
279.1661372993142, |
|
279.1820833486531 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
38.78212241292931, |
|
11.99459595803637, |
|
12.981467693927698, |
|
12.975094644003548, |
|
12.978374721948057, |
|
12.975930528948084, |
|
12.97950100095477 |
|
], |
|
"throughput": [ |
|
315.5267259892326, |
|
315.6817050188509, |
|
315.60192148506474, |
|
315.66136939945915, |
|
315.5745355463742 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.267247288953513, |
|
3.2688170520123094, |
|
3.267612030962482, |
|
3.2679414059966803, |
|
3.267412132001482 |
|
], |
|
"throughput": [ |
|
313.4136811321629, |
|
313.2631724891479, |
|
313.3786968272297, |
|
313.34711146318523, |
|
313.3978692099487 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.502353237010539, |
|
6.502865391084924, |
|
6.5038158720126376, |
|
6.502998308977112, |
|
6.5049853780074045 |
|
], |
|
"throughput": [ |
|
314.9628950243819, |
|
314.93808910879454, |
|
314.8920634135721, |
|
314.93165193858704, |
|
314.8354501954837 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
38.54740022600163, |
|
13.482357016997412, |
|
14.580656517995521, |
|
14.584187031025067, |
|
14.583577914047055, |
|
14.580568692996167, |
|
14.581369299907237 |
|
], |
|
"throughput": [ |
|
280.9201351766771, |
|
280.8521305497896, |
|
280.86386099084024, |
|
280.9218272787624, |
|
280.90640294159874 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.6665143569698557, |
|
3.6668132910272107, |
|
3.667457167059183, |
|
3.6671191200148314, |
|
3.6685971330152825 |
|
], |
|
"throughput": [ |
|
279.2843284667435, |
|
279.2615600324552, |
|
279.21253155932914, |
|
279.2382702844566, |
|
279.12577011647966 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.305312451091595, |
|
7.30411476502195, |
|
7.305520869093016, |
|
7.304869230953045, |
|
7.304912841063924 |
|
], |
|
"throughput": [ |
|
280.34392966915163, |
|
280.3898988290124, |
|
280.3359317833638, |
|
280.3609394295486, |
|
280.35926568313704 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
83.75943243107758, |
|
10.658468813984655, |
|
11.407696889014915, |
|
11.408886502031237, |
|
11.407746345968917, |
|
11.409990603104234, |
|
11.407974247005768 |
|
], |
|
"throughput": [ |
|
359.0558234365658, |
|
359.01838442084147, |
|
359.0542667919135, |
|
358.98364358736904, |
|
359.0470938409657 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.557816129992716, |
|
2.5586457370081916, |
|
2.5630926149897277, |
|
2.559301021043211, |
|
2.5583101789234206 |
|
], |
|
"throughput": [ |
|
400.34152103142617, |
|
400.21171559191964, |
|
399.517361960057, |
|
400.10924529018536, |
|
400.2642089439351 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.2942690920317546, |
|
5.295499647036195, |
|
5.295484201982617, |
|
5.295835076016374, |
|
5.295245900982991 |
|
], |
|
"throughput": [ |
|
386.83337858334085, |
|
386.74348720733695, |
|
386.7446152012376, |
|
386.71899154770205, |
|
386.7620197996502 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
75.5428215659922, |
|
10.310120487003587, |
|
10.993150691967458, |
|
10.997512580011971, |
|
10.995253646979108, |
|
10.992148264078423, |
|
10.990692973020487 |
|
], |
|
"throughput": [ |
|
372.59563839081096, |
|
372.44785765869443, |
|
372.52437565415835, |
|
372.62961721372005, |
|
372.6789575556971 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.537016229936853, |
|
2.5369375849841163, |
|
2.537399405031465, |
|
2.536954748095013, |
|
2.536872170981951 |
|
], |
|
"throughput": [ |
|
403.62374821129447, |
|
403.6362605296067, |
|
403.5627966056459, |
|
403.63352983292924, |
|
403.64666841043027 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.20076529297512, |
|
5.204923584009521, |
|
5.202405377058312, |
|
5.203280968009494, |
|
5.201476895948872 |
|
], |
|
"throughput": [ |
|
393.78819935718207, |
|
393.4735960950188, |
|
393.6640556753454, |
|
393.5978111870939, |
|
393.7343260324905 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
72.30859489401337, |
|
10.686973935109563, |
|
11.467888360959478, |
|
11.46839222998824, |
|
11.466871043900028, |
|
11.469367866986431, |
|
11.468501383904368 |
|
], |
|
"throughput": [ |
|
357.1712481910926, |
|
357.15555570985214, |
|
357.2029356847898, |
|
357.1251744213364, |
|
357.152156405421 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.573002118966542, |
|
2.5734421469969675, |
|
2.5733658359386027, |
|
2.573870462947525, |
|
2.5738848119508475 |
|
], |
|
"throughput": [ |
|
397.9786850744197, |
|
397.9106354479111, |
|
397.92243516223914, |
|
397.8444194224692, |
|
397.84220150235495 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.3239043520297855, |
|
5.324845789000392, |
|
5.325234532938339, |
|
5.3294578400673345, |
|
5.325455376994796 |
|
], |
|
"throughput": [ |
|
384.68008900632896, |
|
384.6120772606377, |
|
384.5840004477628, |
|
384.2792384251462, |
|
384.5680519354394 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
64.52106664294843, |
|
10.329249516013078, |
|
11.012209801003337, |
|
11.01176707597915, |
|
11.013485401053913, |
|
11.011742879985832, |
|
11.010873581981286 |
|
], |
|
"throughput": [ |
|
371.9507777291719, |
|
371.965731906456, |
|
371.90769777640435, |
|
371.96654922306635, |
|
371.99591562860985 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5443039819365367, |
|
2.5426994109293446, |
|
2.542640858911909, |
|
2.54644702502992, |
|
2.544677432975732 |
|
], |
|
"throughput": [ |
|
402.467632511665, |
|
402.7216097972559, |
|
402.7308836837491, |
|
402.12892313672546, |
|
402.4085672825495 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.212236949941143, |
|
5.211693310993724, |
|
5.211848429986276, |
|
5.212886085035279, |
|
5.216386710992083 |
|
], |
|
"throughput": [ |
|
392.92150753490324, |
|
392.9624937215471, |
|
392.95079807326493, |
|
392.87257894992723, |
|
392.6089290282889 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
70.23743143805768, |
|
11.011405482073314, |
|
11.799294142983854, |
|
11.794923992012627, |
|
11.79832542303484, |
|
11.794419420999475, |
|
11.795382946031168 |
|
], |
|
"throughput": [ |
|
347.13940938878795, |
|
347.26802841406686, |
|
347.16791181255627, |
|
347.28288470963156, |
|
347.25451634261645 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6532463850453496, |
|
2.653479433967732, |
|
2.653638874995522, |
|
2.653764638933353, |
|
2.6542688390472904 |
|
], |
|
"throughput": [ |
|
385.94229535999074, |
|
385.90839894651793, |
|
385.8852120568696, |
|
385.8669246612555, |
|
385.7936260772851 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.481804091949016, |
|
5.484181035077199, |
|
5.485776699963026, |
|
5.49446190695744, |
|
5.482966718962416 |
|
], |
|
"throughput": [ |
|
373.5996335600254, |
|
373.43770873004576, |
|
373.32908574528807, |
|
372.7389569134497, |
|
373.52041421611233 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
62.147585649974644, |
|
10.494631698937155, |
|
11.201451491098851, |
|
11.202723139082082, |
|
11.200717173982412, |
|
11.204867196967825, |
|
11.200187069014646 |
|
], |
|
"throughput": [ |
|
365.6668962281233, |
|
365.6253885013545, |
|
365.6908692877626, |
|
365.5554258696103, |
|
365.70817744032126 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5961689499672502, |
|
2.604231599951163, |
|
2.593988107983023, |
|
2.5938509760890156, |
|
2.594103142968379 |
|
], |
|
"throughput": [ |
|
394.427334944021, |
|
393.20619564680925, |
|
394.75894158829425, |
|
394.7798117315042, |
|
394.7414360819354 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.306914110085927, |
|
5.307608288014308, |
|
5.310778324026614, |
|
5.308766575995833, |
|
5.308418413973413 |
|
], |
|
"throughput": [ |
|
385.9116536496649, |
|
385.86118056692567, |
|
385.6308576719529, |
|
385.77699182711393, |
|
385.8022936942998 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
128.90254795004148, |
|
10.33576839696616, |
|
11.18234677403234, |
|
11.182165059959516, |
|
11.180787036078982, |
|
11.1828683729982, |
|
11.181755061028525 |
|
], |
|
"throughput": [ |
|
366.2916275778298, |
|
366.2975799442214, |
|
366.3427258548729, |
|
366.27454275417136, |
|
366.3110108962841 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.817971811047755, |
|
2.8182598400162533, |
|
2.8183283529942855, |
|
2.818011100986041, |
|
2.818449493031949 |
|
], |
|
"throughput": [ |
|
363.38191744340577, |
|
363.34477944875886, |
|
363.3359466124905, |
|
363.37685101442486, |
|
363.3203300366512 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.60298517299816, |
|
5.603114512050524, |
|
5.603091198019683, |
|
5.603501247940585, |
|
5.603287506964989 |
|
], |
|
"throughput": [ |
|
365.51943950694306, |
|
365.51100206776084, |
|
365.51252293088334, |
|
365.48577565726197, |
|
365.4997173452725 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
107.9704539750237, |
|
11.222113179042935, |
|
12.141648021060973, |
|
12.141876437002793, |
|
12.141569062019698, |
|
12.142743083066307, |
|
12.143605208955705 |
|
], |
|
"throughput": [ |
|
337.3512387194106, |
|
337.3448923856033, |
|
337.35343258169036, |
|
337.3208155669609, |
|
337.2968677357255 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.056471347925253, |
|
3.0572822329122573, |
|
3.057383675011806, |
|
3.056924978038296, |
|
3.05708559602499 |
|
], |
|
"throughput": [ |
|
335.0268605315394, |
|
334.9380011359221, |
|
334.9268881001812, |
|
334.9771444692522, |
|
334.9595449114894 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.088254667003639, |
|
6.081849838024937, |
|
6.082383967004716, |
|
6.0825694859959185, |
|
6.081694927997887 |
|
], |
|
"throughput": [ |
|
336.38540304489794, |
|
336.739652333324, |
|
336.7100812954007, |
|
336.69981160349613, |
|
336.7482296048362 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
39.99940539896488, |
|
11.997107178089209, |
|
12.978662459063344, |
|
12.975688133970834, |
|
12.976219406002201, |
|
12.975168168079108, |
|
12.97445446299389 |
|
], |
|
"throughput": [ |
|
315.59492458636635, |
|
315.6672661757737, |
|
315.65434213491943, |
|
315.67991620153214, |
|
315.697281275504 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2667123479768634, |
|
3.267107127001509, |
|
3.2672794320387766, |
|
3.270843300037086, |
|
3.267169176018797 |
|
], |
|
"throughput": [ |
|
313.465004237114, |
|
313.42712687227015, |
|
313.4105978076769, |
|
313.069109727265, |
|
313.4211743659364 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.50255577696953, |
|
6.502699455944821, |
|
6.503652974031866, |
|
6.502894608071074, |
|
6.5029908689903095 |
|
], |
|
"throughput": [ |
|
314.95308463996844, |
|
314.94612566288936, |
|
314.89995056276285, |
|
314.9366741171113, |
|
314.9320122477711 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
39.28533454996068, |
|
13.480458509060554, |
|
14.581514719990082, |
|
14.580991175025702, |
|
14.58187908004038, |
|
14.583834741031751, |
|
14.583588673966005 |
|
], |
|
"throughput": [ |
|
280.9036014883086, |
|
280.9136876110056, |
|
280.8965824992054, |
|
280.85891486934275, |
|
280.86365376664816 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.6673709199531004, |
|
3.6681048440514132, |
|
3.668260889011435, |
|
3.668820649967529, |
|
3.668399384012446 |
|
], |
|
"throughput": [ |
|
279.21909791799715, |
|
279.1632310239514, |
|
279.15135563761913, |
|
279.10876483129886, |
|
279.14081669045606 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.305782915907912, |
|
7.307258268003352, |
|
7.306918976944871, |
|
7.307474280940369, |
|
7.305580983986147 |
|
], |
|
"throughput": [ |
|
280.3258765793055, |
|
280.2692781460425, |
|
280.28229223041126, |
|
280.26099323286996, |
|
280.3336250038459 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
90.03395439800806, |
|
24.97902885999065, |
|
25.948643769021146, |
|
25.94376423896756, |
|
25.944074147962965, |
|
25.94359484605957, |
|
25.9455585120013 |
|
], |
|
"throughput": [ |
|
315.70050723730077, |
|
315.7598845157407, |
|
315.7561126783631, |
|
315.76194619938104, |
|
315.73804804435923 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2703345690388232, |
|
3.269881322979927, |
|
3.271110396948643, |
|
3.2706897939788178, |
|
3.2705763319972903 |
|
], |
|
"throughput": [ |
|
313.11781054284046, |
|
313.1612125503082, |
|
313.04354660582766, |
|
313.083803265334, |
|
313.0946646870214 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.507938034948893, |
|
6.510130411013961, |
|
6.50922659097705, |
|
6.50954580004327, |
|
6.509920165990479 |
|
], |
|
"throughput": [ |
|
314.69260908783116, |
|
314.5866320181782, |
|
314.63031304500805, |
|
314.61488449568736, |
|
314.5967919390603 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.98611612606328, |
|
12.994115225039423, |
|
12.987456928007305, |
|
12.986757428967394, |
|
12.986908434075303 |
|
], |
|
"throughput": [ |
|
315.41378193740945, |
|
315.2196151152395, |
|
315.38121917979356, |
|
315.3982063962892, |
|
315.39453910777064 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
79.27761267707683, |
|
28.46731516800355, |
|
29.57679808791727, |
|
29.575498772086576, |
|
29.576330226031132, |
|
29.5722140109865, |
|
29.563553264946677 |
|
], |
|
"throughput": [ |
|
276.9738622703247, |
|
276.98603033304136, |
|
276.9782436628985, |
|
277.01679681327056, |
|
277.0979498500677 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.719915388035588, |
|
3.721134898951277, |
|
3.7216666020685807, |
|
3.7208066190360114, |
|
3.720594177953899 |
|
], |
|
"throughput": [ |
|
275.2750783777245, |
|
275.1848637061217, |
|
275.1455488868453, |
|
275.20914275982943, |
|
275.22485684346736 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.412377084023319, |
|
7.413718453957699, |
|
7.413871256983839, |
|
7.4133543990319595, |
|
7.413185440003872 |
|
], |
|
"throughput": [ |
|
276.2946321786935, |
|
276.2446419727076, |
|
276.23894845365595, |
|
276.25820779152673, |
|
276.26450418309383 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
14.794737466028892, |
|
14.796499343006872, |
|
14.796725896070711, |
|
14.79682694200892, |
|
14.796284829964861 |
|
], |
|
"throughput": [ |
|
276.8551999929082, |
|
276.8222337627348, |
|
276.8179953301492, |
|
276.8161049698604, |
|
276.8262470660838 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
275.8336544899503, |
|
25.82559812499676, |
|
26.505977008957416, |
|
26.506985732004978, |
|
26.504487368045375, |
|
26.505846768966876, |
|
26.504682580009103 |
|
], |
|
"throughput": [ |
|
309.0623672250074, |
|
309.05060586005607, |
|
309.0797375646106, |
|
309.06388584390436, |
|
309.0774611343105 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5589394440175965, |
|
2.5585823049768806, |
|
2.558094232925214, |
|
2.558749347925186, |
|
2.558280387078412 |
|
], |
|
"throughput": [ |
|
400.16578055176456, |
|
400.2216375874033, |
|
400.2979979471056, |
|
400.1955099003078, |
|
400.26887012545984 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.294373068958521, |
|
5.295806795009412, |
|
5.295884732971899, |
|
5.295970559003763, |
|
5.30345170898363 |
|
], |
|
"throughput": [ |
|
386.8257815089844, |
|
386.72105672925335, |
|
386.7153654703358, |
|
386.7090983952248, |
|
386.16359917652295 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.412236820091493, |
|
11.414945430937223, |
|
11.415430646040477, |
|
11.41475967306178, |
|
11.414843672071584 |
|
], |
|
"throughput": [ |
|
358.9129865224057, |
|
358.82782136643976, |
|
358.81256931999553, |
|
358.8336607441977, |
|
358.83102017608724 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
225.4160921239527, |
|
23.884740228997543, |
|
24.43934207491111, |
|
24.43933956604451, |
|
24.439859905047342, |
|
24.43816378794145, |
|
24.437189641059376 |
|
], |
|
"throughput": [ |
|
335.1972395529308, |
|
335.197273963237, |
|
335.19013741597513, |
|
335.2134011002164, |
|
335.2267638106715 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5363296159775928, |
|
2.537714511039667, |
|
2.53689458000008, |
|
2.5373077380936593, |
|
2.5373197499429807 |
|
], |
|
"throughput": [ |
|
403.7330138596018, |
|
403.5126865316624, |
|
403.6431028994384, |
|
403.5773763766456, |
|
403.57546581309333 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.207942586042918, |
|
5.201495834044181, |
|
5.202001046040095, |
|
5.200741320033558, |
|
5.206025436054915 |
|
], |
|
"throughput": [ |
|
393.24550264600833, |
|
393.7328924875199, |
|
393.69465362929776, |
|
393.7900145333099, |
|
393.3903176531458 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.005635655950755, |
|
10.995516563998535, |
|
10.99456443300005, |
|
10.993497507995926, |
|
10.99421815702226 |
|
], |
|
"throughput": [ |
|
372.1729601129663, |
|
372.51546811462254, |
|
372.54772801239005, |
|
372.5838839751268, |
|
372.559461846206 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
158.45249628298916, |
|
25.90087884501554, |
|
26.637167898006737, |
|
26.635342822992243, |
|
26.638731945073232, |
|
26.636384104029275, |
|
26.634989893995225 |
|
], |
|
"throughput": [ |
|
307.54020214787954, |
|
307.5612750487475, |
|
307.52214545689327, |
|
307.5492517304854, |
|
307.56535041324946 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5774346169782802, |
|
2.5752999229589477, |
|
2.5759407399455085, |
|
2.575333669083193, |
|
2.5758813819848 |
|
], |
|
"throughput": [ |
|
397.2942682055353, |
|
397.62358973064875, |
|
397.5246728780188, |
|
397.61837943296075, |
|
397.5338333362908 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.3293679129565135, |
|
5.33032034302596, |
|
5.3300536489114165, |
|
5.330147022032179, |
|
5.329369104001671 |
|
], |
|
"throughput": [ |
|
384.2857227066266, |
|
384.2170579258984, |
|
384.23628257818257, |
|
384.22955155544224, |
|
384.28563682373124 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.480724430992268, |
|
11.484221708029509, |
|
11.483060522004962, |
|
11.483008202980272, |
|
11.483225495088845 |
|
], |
|
"throughput": [ |
|
356.7719114433954, |
|
356.6632640970497, |
|
356.69933047473234, |
|
356.700955672655, |
|
356.69420597477426 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
133.50270702899434, |
|
23.843053761986084, |
|
24.472640423919074, |
|
24.481730372994207, |
|
24.47031150094699, |
|
24.472110258997418, |
|
24.4713794789277 |
|
], |
|
"throughput": [ |
|
334.74115821165344, |
|
334.61687042500046, |
|
334.77301666891213, |
|
334.74841005949327, |
|
334.7584065317662 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5425806529819965, |
|
2.5428243400529027, |
|
2.5431063410360366, |
|
2.5435167640680447, |
|
2.543571051908657 |
|
], |
|
"throughput": [ |
|
402.74041997410365, |
|
402.7018240586355, |
|
402.65716909928057, |
|
402.5921961537367, |
|
402.58360356460497 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.210324793937616, |
|
5.2114635549951345, |
|
5.212274746969342, |
|
5.212088824016973, |
|
5.211413537035696 |
|
], |
|
"throughput": [ |
|
393.0657072248001, |
|
392.97981812364645, |
|
392.9186582481674, |
|
392.93267424049765, |
|
392.98358985438006 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.01961570000276, |
|
11.013100616051815, |
|
11.013037894968875, |
|
11.013545779045671, |
|
11.012811322929338 |
|
], |
|
"throughput": [ |
|
371.70080259686137, |
|
371.92069180136224, |
|
371.9228099515748, |
|
371.9056589198579, |
|
371.9304617043498 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
147.06633523397613, |
|
26.607891745050438, |
|
27.349568020086735, |
|
27.34770490101073, |
|
27.34781240404118, |
|
27.348244045046158, |
|
27.348124845069833 |
|
], |
|
"throughput": [ |
|
299.52941099411265, |
|
299.54981705602785, |
|
299.5486395390613, |
|
299.5439117226941, |
|
299.54521731960017 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6555117620155215, |
|
2.6554151689633727, |
|
2.6562610280234367, |
|
2.656109314993955, |
|
2.655738577945158 |
|
], |
|
"throughput": [ |
|
385.6130538178406, |
|
385.62708083035903, |
|
385.50428184460986, |
|
385.52630127812733, |
|
385.5801201608881 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.498052655020729, |
|
5.486680530011654, |
|
5.487127498025075, |
|
5.486945142969489, |
|
5.486732203047723 |
|
], |
|
"throughput": [ |
|
372.4955231430534, |
|
373.26758662138656, |
|
373.2371811548238, |
|
373.24958544995394, |
|
373.26407125581864 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.804294456960633, |
|
11.806581279961392, |
|
11.806104967021383, |
|
11.80643582099583, |
|
11.806376934982836 |
|
], |
|
"throughput": [ |
|
346.9923606984163, |
|
346.9251515637213, |
|
346.9391481306979, |
|
346.9294257896129, |
|
346.93115615031434 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
123.3952106529614, |
|
24.21658408897929, |
|
24.84672449703794, |
|
24.845319333020598, |
|
24.847097705001943, |
|
24.847045838017948, |
|
24.84567976195831 |
|
], |
|
"throughput": [ |
|
329.7014059529897, |
|
329.72005270676664, |
|
329.6964537774115, |
|
329.6971420025149, |
|
329.71526955535046 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5935565680265427, |
|
2.5934005579911172, |
|
2.593975714989938, |
|
2.594000748009421, |
|
2.5934624699875712 |
|
], |
|
"throughput": [ |
|
394.8246252362136, |
|
394.8483765242975, |
|
394.76082759085205, |
|
394.75701801003527, |
|
394.83895057286384 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.307122946018353, |
|
5.308089922997169, |
|
5.307791512110271, |
|
5.308074079104699, |
|
5.3081059699179605 |
|
], |
|
"throughput": [ |
|
385.8964679792285, |
|
385.82616905698796, |
|
385.84786070200346, |
|
385.8273206965927, |
|
385.8250026669405 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.200741349020973, |
|
11.201927454094402, |
|
11.202864908031188, |
|
11.202018676907755, |
|
11.204197330051102 |
|
], |
|
"throughput": [ |
|
365.6900800015367, |
|
365.6513592670051, |
|
365.62076161997015, |
|
365.6483816121144, |
|
365.57728138311165 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
145.51736382895615, |
|
29.505636780057102, |
|
30.26871915301308, |
|
30.26700462109875, |
|
30.267513614031486, |
|
30.268202399951406, |
|
30.267219905974343 |
|
], |
|
"throughput": [ |
|
270.64243976060453, |
|
270.65777081520184, |
|
270.65321930514745, |
|
270.6470602962914, |
|
270.6558456788761 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.300159330945462, |
|
3.299465577933006, |
|
3.3074688049964607, |
|
3.299413127009757, |
|
3.2989015149651095 |
|
], |
|
"throughput": [ |
|
310.2880489429686, |
|
310.3532908021724, |
|
309.6023153576186, |
|
310.3582245028062, |
|
310.40635658710477 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.566792777040973, |
|
6.567852290929295, |
|
6.5707559320144355, |
|
6.567790934932418, |
|
6.567565175006166 |
|
], |
|
"throughput": [ |
|
311.8721832003412, |
|
311.82187255161693, |
|
311.6840773253516, |
|
311.82478557702046, |
|
311.8355045480119 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
13.127988710068166, |
|
13.125645854976028, |
|
13.124918312998489, |
|
13.12512489897199, |
|
13.125343967112713 |
|
], |
|
"throughput": [ |
|
312.005143397075, |
|
312.06083458721207, |
|
312.0781327791927, |
|
312.0732207524223, |
|
312.0680121041453 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
122.42821286898106, |
|
26.057195013971068, |
|
26.69952107395511, |
|
26.696953451028094, |
|
26.69810680206865, |
|
26.69766772398725, |
|
26.69401937199291 |
|
], |
|
"throughput": [ |
|
306.8219829602541, |
|
306.8514920635833, |
|
306.83823616157156, |
|
306.8432825178835, |
|
306.8852197131078 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.0563648809911683, |
|
3.056390105979517, |
|
3.0567064239876345, |
|
3.0564795449608937, |
|
3.0579348650062457 |
|
], |
|
"throughput": [ |
|
335.03853102379594, |
|
335.03576588493985, |
|
335.00109528481903, |
|
335.02596203800266, |
|
334.8665178314413 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.079560694983229, |
|
6.089746300014667, |
|
6.080516695976257, |
|
6.080716307973489, |
|
6.081120359012857 |
|
], |
|
"throughput": [ |
|
336.86644524989805, |
|
336.30300822138804, |
|
336.81348187979665, |
|
336.8024252857364, |
|
336.78004694721255 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.141051999060437, |
|
12.142670186934993, |
|
12.142363302991726, |
|
12.141847793012857, |
|
12.141074075945653 |
|
], |
|
"throughput": [ |
|
337.3677997851404, |
|
337.322840606107, |
|
337.3313660439395, |
|
337.34568822029564, |
|
337.3671863278676 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
84.6895615120884, |
|
24.973551023984328, |
|
25.941093901987188, |
|
25.93944233597722, |
|
25.939155634026974, |
|
25.93981547805015, |
|
25.938297014916316 |
|
], |
|
"throughput": [ |
|
315.7923883607877, |
|
315.81249488305093, |
|
315.8159855154937, |
|
315.8079519467645, |
|
315.8264397731676 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2695249950047582, |
|
3.269799298956059, |
|
3.2699706020066515, |
|
3.270346015924588, |
|
3.2699270870070904 |
|
], |
|
"throughput": [ |
|
313.19534230950563, |
|
313.16906830548595, |
|
313.15266240363496, |
|
313.11671456590386, |
|
313.15682972529214 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.507567088934593, |
|
6.509035622002557, |
|
6.508482399978675, |
|
6.5080315960804, |
|
6.508295523002744 |
|
], |
|
"throughput": [ |
|
314.7105472769386, |
|
314.6395440020524, |
|
314.6662884125968, |
|
314.6880849861656, |
|
314.6753236329857 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.982775007025339, |
|
12.985392517992295, |
|
12.98522150493227, |
|
12.984730496071279, |
|
12.983419845928438 |
|
], |
|
"throughput": [ |
|
315.4949537201054, |
|
315.43135829930947, |
|
315.4355124742529, |
|
315.4474404562578, |
|
315.47928424147 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
78.56622390297707, |
|
28.48018423805479, |
|
29.57835745892953, |
|
29.571207650005817, |
|
29.575225760927424, |
|
29.57136454200372, |
|
29.571501582977362 |
|
], |
|
"throughput": [ |
|
276.95926020824, |
|
277.02622418933873, |
|
276.9885872121611, |
|
277.02475441618293, |
|
277.0234706213116 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.7217380970250815, |
|
3.721934746950865, |
|
3.7225390810053796, |
|
3.723831342998892, |
|
3.7339586570160463 |
|
], |
|
"throughput": [ |
|
275.1402633136705, |
|
275.12572616671895, |
|
275.0810609954534, |
|
274.9856010329801, |
|
274.23977983149894 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.415184741024859, |
|
7.416006285930052, |
|
7.4151373009663075, |
|
7.414380872040056, |
|
7.414258190896362 |
|
], |
|
"throughput": [ |
|
276.1900170429124, |
|
276.15942072292313, |
|
276.1917840325241, |
|
276.2199616320082, |
|
276.2245321473493 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
14.798127698013559, |
|
14.800148569047451, |
|
14.801955403992906, |
|
14.800745817949064, |
|
14.799859477905557 |
|
], |
|
"throughput": [ |
|
276.7917728233843, |
|
276.7539785760152, |
|
276.7201959610743, |
|
276.74281082732506, |
|
276.759384514079 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
129.6456870539114, |
|
63.01319828501437, |
|
64.1870171049377, |
|
64.18682628299575, |
|
64.18594643496908, |
|
64.18652802391443, |
|
64.18497154198121 |
|
], |
|
"throughput": [ |
|
255.25411117351382, |
|
255.25487002214373, |
|
255.25836900449363, |
|
255.25605612903217, |
|
255.26224607397046 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.0360940479440615, |
|
4.036776101915166, |
|
4.036889442941174, |
|
4.0367474290542305, |
|
4.036458652000874 |
|
], |
|
"throughput": [ |
|
253.71063900793231, |
|
253.66777204070945, |
|
253.6606499815214, |
|
253.66957383308792, |
|
253.6877219075198 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
8.045383315067738, |
|
8.046733580064029, |
|
8.045640395022929, |
|
8.046425506938249, |
|
8.047849748050794 |
|
], |
|
"throughput": [ |
|
254.5559260258511, |
|
254.51321081065342, |
|
254.5477922760384, |
|
254.5229553463282, |
|
254.47791200326893 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
16.06373567401897, |
|
16.066375346970744, |
|
16.06725746905431, |
|
16.06552416307386, |
|
16.066437944071367 |
|
], |
|
"throughput": [ |
|
254.98427533420846, |
|
254.94238193384953, |
|
254.92838512664244, |
|
254.95588929582124, |
|
254.94138864249334 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
32.10221157001797, |
|
32.10579311999027, |
|
32.104691018001176, |
|
32.10543952498119, |
|
32.1071537300013 |
|
], |
|
"throughput": [ |
|
255.18491092529467, |
|
255.15644386618047, |
|
255.1652029731956, |
|
255.15925404558993, |
|
255.1456310605726 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
129.2125607531052, |
|
77.9703254980268, |
|
79.39689386996906, |
|
79.38858350506052, |
|
79.41773907502647, |
|
79.3953791699605, |
|
79.41766324196942 |
|
], |
|
"throughput": [ |
|
206.35567969236456, |
|
206.3772809217036, |
|
206.30151639700955, |
|
206.3596165329347, |
|
206.30171338687333 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.988207753980532, |
|
4.9896222690586, |
|
4.9876847200794145, |
|
4.986846052925102, |
|
4.986728150979616 |
|
], |
|
"throughput": [ |
|
205.2841522454352, |
|
205.2259559506094, |
|
205.3056793821755, |
|
205.3402068426313, |
|
205.3450617312758 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
9.946605411008932, |
|
9.945133114000782, |
|
9.951062127016485, |
|
9.952395564992912, |
|
9.953797128982842 |
|
], |
|
"throughput": [ |
|
205.89939133739713, |
|
205.92987308705005, |
|
205.80717654649283, |
|
205.77960216972733, |
|
205.75062696794996 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
19.88260292704217, |
|
19.877493661013432, |
|
19.870943714049645, |
|
19.869456566986628, |
|
19.869682472082786 |
|
], |
|
"throughput": [ |
|
206.00924411305638, |
|
206.06219626338796, |
|
206.13011938149396, |
|
206.1455473727228, |
|
206.14320363473064 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
39.7322115120478, |
|
39.7250310999807, |
|
39.7083571839612, |
|
39.73548533197027, |
|
39.747322669951245 |
|
], |
|
"throughput": [ |
|
206.18031788932717, |
|
206.21758556669778, |
|
206.30417828791144, |
|
206.16333062399778, |
|
206.10193214832822 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
387.88410806900356, |
|
71.03985880396795, |
|
72.35296496597584, |
|
72.35279559099581, |
|
72.36194766499102, |
|
72.36203232198022, |
|
72.36109251203015 |
|
], |
|
"throughput": [ |
|
226.4454540004631, |
|
226.44598410014945, |
|
226.41734404181383, |
|
226.4170791541368, |
|
226.42001980934896 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5629957909695804, |
|
2.5633300339104608, |
|
2.563419839949347, |
|
2.5635350400116295, |
|
2.563923573005013 |
|
], |
|
"throughput": [ |
|
399.53245479682244, |
|
399.48035814875067, |
|
399.4663628803911, |
|
399.4484116727168, |
|
399.3878798812377 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.321924495045096, |
|
5.318312165909447, |
|
5.31749409600161, |
|
5.317980973981321, |
|
5.31833167898003 |
|
], |
|
"throughput": [ |
|
384.82319730517827, |
|
385.08457873679293, |
|
385.14382207588255, |
|
385.1085609407059, |
|
385.08316585338906 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.52808840200305, |
|
11.531794997048564, |
|
11.530173675972037, |
|
11.530294844997115, |
|
11.529471435002051 |
|
], |
|
"throughput": [ |
|
355.3060886736698, |
|
355.1918847888231, |
|
355.24183027145006, |
|
355.23809712266075, |
|
355.2634674617476 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
26.968876802013256, |
|
26.974725009989925, |
|
26.973615851951763, |
|
26.973581376951188, |
|
26.97364161896985 |
|
], |
|
"throughput": [ |
|
303.7575520901359, |
|
303.69169646645673, |
|
303.7041843022778, |
|
303.70457246734134, |
|
303.7038941838236 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
320.41587021399755, |
|
57.89910455106292, |
|
58.78349239798263, |
|
58.7862450069515, |
|
58.79620945407078, |
|
58.78531301498879, |
|
58.7747163499007 |
|
], |
|
"throughput": [ |
|
278.71770341706133, |
|
278.70465273062746, |
|
278.65741945147875, |
|
278.70907135975426, |
|
278.7593206313735 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.5354300669860095, |
|
2.5354146939935163, |
|
2.5353146949782968, |
|
2.5357615220127627, |
|
2.535060098976828 |
|
], |
|
"throughput": [ |
|
403.87625489401853, |
|
403.8787037189186, |
|
403.89463368324215, |
|
403.8234633307312, |
|
403.93519680787654 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.197849291958846, |
|
5.199087575078011, |
|
5.198517150944099, |
|
5.198831446003169, |
|
5.1987737860763445 |
|
], |
|
"throughput": [ |
|
394.0091151100298, |
|
393.9152727138416, |
|
393.95849634314743, |
|
393.93467960468126, |
|
393.93904875897306 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
10.988952980027534, |
|
10.990564759005792, |
|
10.991390367038548, |
|
10.990994403022341, |
|
10.989689128939062 |
|
], |
|
"throughput": [ |
|
372.7379676157043, |
|
372.6833051635214, |
|
372.6553114047573, |
|
372.668736768137, |
|
372.7129996074261 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
24.42699598998297, |
|
24.433374440995976, |
|
24.431641667033546, |
|
24.433760468033142, |
|
24.429927587043494 |
|
], |
|
"throughput": [ |
|
335.3666575848859, |
|
335.2791084908397, |
|
335.3028876096258, |
|
335.2738114428866, |
|
335.3264135070404 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
216.6592227339279, |
|
71.13834241090808, |
|
72.52756329905242, |
|
72.52517587691545, |
|
72.52567935199477, |
|
72.53030999994371, |
|
72.53499670897145 |
|
], |
|
"throughput": [ |
|
225.9003233356119, |
|
225.90775964205525, |
|
225.90619138473977, |
|
225.8917685587269, |
|
225.87717299742505 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.581192829995416, |
|
2.5813773330301046, |
|
2.5843996930634603, |
|
2.5813096850179136, |
|
2.581152510945685 |
|
], |
|
"throughput": [ |
|
396.71580832719826, |
|
396.6874532046795, |
|
396.223541872575, |
|
396.69784913579394, |
|
396.72200525060254 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.3529697170015424, |
|
5.354195039952174, |
|
5.35373382200487, |
|
5.354859624058008, |
|
5.353490005014464 |
|
], |
|
"throughput": [ |
|
382.59136671282795, |
|
382.5038095770029, |
|
382.53676183569837, |
|
382.45633756650915, |
|
382.55418392145975 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.600125994998962, |
|
11.602424461045302, |
|
11.602299997000955, |
|
11.60250471206382, |
|
11.602635564049706 |
|
], |
|
"throughput": [ |
|
353.0996130357433, |
|
353.0296632184216, |
|
353.03345035542634, |
|
353.0272214189358, |
|
353.02324005515516 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
27.109984584967606, |
|
27.114424885017797, |
|
27.115365494042635, |
|
27.11825996998232, |
|
27.11850098706782 |
|
], |
|
"throughput": [ |
|
302.1764905223309, |
|
302.12700563405747, |
|
302.1165251045507, |
|
302.0842786029734, |
|
302.0815938132633 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
179.85155680193566, |
|
57.91449665592518, |
|
58.85493519192096, |
|
58.85170204099268, |
|
58.84894210402854, |
|
58.8615852619987, |
|
58.854566136025824 |
|
], |
|
"throughput": [ |
|
278.379373736003, |
|
278.39466713448417, |
|
278.40772347339146, |
|
278.3479229632231, |
|
278.3811193533052 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.541923590004444, |
|
2.5420129148988053, |
|
2.542150763911195, |
|
2.5422177109867334, |
|
2.5421219780109823 |
|
], |
|
"throughput": [ |
|
402.84452452727334, |
|
402.83036879880063, |
|
402.8085251814638, |
|
402.7979175719556, |
|
402.81308641263644 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.207850389997475, |
|
5.209609582088888, |
|
5.209189367014915, |
|
5.209726126980968, |
|
5.209244879893959 |
|
], |
|
"throughput": [ |
|
393.2524643821408, |
|
393.1196700499804, |
|
393.1513822415695, |
|
393.1108757125424, |
|
393.1471925815263 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.007545257918537, |
|
11.010069750016555, |
|
11.010166847030632, |
|
11.009643216035329, |
|
11.0095624870155 |
|
], |
|
"throughput": [ |
|
372.1083951077508, |
|
372.0230746034866, |
|
372.01979378765395, |
|
372.0374874668288, |
|
372.0402154791124 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
24.46491621399764, |
|
24.469409896060824, |
|
24.46829183702357, |
|
24.469448570045643, |
|
24.468869420001283 |
|
], |
|
"throughput": [ |
|
334.8468446956272, |
|
334.7853517840158, |
|
334.8006495330616, |
|
334.7848226554751, |
|
334.7927466278322 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
196.47403805493377, |
|
72.75552833895199, |
|
74.16479895799421, |
|
74.1676855670521, |
|
74.16325196006801, |
|
74.16484639502596, |
|
74.16587071097456 |
|
], |
|
"throughput": [ |
|
220.91342834057494, |
|
220.90483038179568, |
|
220.91803645317086, |
|
220.91328704078367, |
|
220.910235974289 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6654353230260313, |
|
2.6658313310472295, |
|
2.6667403769679368, |
|
2.6660255190217867, |
|
2.6664425479248166 |
|
], |
|
"throughput": [ |
|
384.1773953972619, |
|
384.1203260214283, |
|
383.98938601000225, |
|
384.0923474639973, |
|
384.03227581143176 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.52160797896795, |
|
5.521292846999131, |
|
5.521617876947857, |
|
5.52105129789561, |
|
5.521455475012772 |
|
], |
|
"throughput": [ |
|
370.90644750603866, |
|
370.9276172723034, |
|
370.90578262399737, |
|
370.94384556445084, |
|
370.91669203313876 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.942579882917926, |
|
11.945586891961284, |
|
11.945509381010197, |
|
11.945701961987652, |
|
11.94578479998745 |
|
], |
|
"throughput": [ |
|
342.97446951631576, |
|
342.8881340904548, |
|
342.89035899226036, |
|
342.8848311328926, |
|
342.88245339931984 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
27.875587546033785, |
|
27.88118080899585, |
|
27.881046499940567, |
|
27.879158735042438, |
|
27.87774523696862 |
|
], |
|
"throughput": [ |
|
293.8772137617447, |
|
293.81825885067445, |
|
293.8196742370292, |
|
293.8395694739219, |
|
293.85446815607617 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
161.57578438799828, |
|
58.596586509025656, |
|
59.573218944016844, |
|
59.583947526989505, |
|
59.59185610897839, |
|
59.59268093097489, |
|
59.590822978992946 |
|
], |
|
"throughput": [ |
|
275.0229094619958, |
|
274.9733893105791, |
|
274.9368969148707, |
|
274.9330915146658, |
|
274.9416635137883 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.591181774972938, |
|
2.592107173986733, |
|
2.5928489869693294, |
|
2.5918018750380725, |
|
2.591824116068892 |
|
], |
|
"throughput": [ |
|
395.1864781893561, |
|
395.0453940625686, |
|
394.93237174483886, |
|
395.0919280760833, |
|
395.08853770260293 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.303934072027914, |
|
5.3052427710499614, |
|
5.304639662033878, |
|
5.305108176893555, |
|
5.304635311011225 |
|
], |
|
"throughput": [ |
|
386.128479763883, |
|
386.0332294641966, |
|
386.0771193673815, |
|
386.0430233864188, |
|
386.07743603953594 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
11.195613386924379, |
|
11.196785634034313, |
|
11.197585635003634, |
|
11.198229921981692, |
|
11.197982945013791 |
|
], |
|
"throughput": [ |
|
365.8575781818096, |
|
365.81927473449093, |
|
365.7931391206253, |
|
365.772093316258, |
|
365.7801605979277 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
24.83421794709284, |
|
24.838972539058886, |
|
24.839069640962407, |
|
24.838545342092402, |
|
24.83867091801949 |
|
], |
|
"throughput": [ |
|
329.86744408269067, |
|
329.8043019741743, |
|
329.8030126897537, |
|
329.80997426276434, |
|
329.8083068549784 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
195.82603620598093, |
|
79.31616290297825, |
|
80.74049036903307, |
|
80.73803589201998, |
|
80.73542640998494, |
|
80.74334000295494, |
|
80.74183911108412 |
|
], |
|
"throughput": [ |
|
202.9217301643224, |
|
202.92789908726735, |
|
202.9344580011249, |
|
202.91456855017887, |
|
202.918340483414 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.358409884967841, |
|
3.3585942399222404, |
|
3.3589230469660833, |
|
3.35801243793685, |
|
3.3579638890223578 |
|
], |
|
"throughput": [ |
|
304.90620117079766, |
|
304.88946471357855, |
|
304.8596188962765, |
|
304.9422892040095, |
|
304.94669801173137 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.684176636044867, |
|
6.684766156948172, |
|
6.684343553963117, |
|
6.684570658951998, |
|
6.683909590006806 |
|
], |
|
"throughput": [ |
|
306.3952542720107, |
|
306.3682336698197, |
|
306.3876031305647, |
|
306.37719376296997, |
|
306.4074958557174 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
13.354804001981393, |
|
13.358625252032652, |
|
13.35886522103101, |
|
13.359404421993531, |
|
13.359019143041223 |
|
], |
|
"throughput": [ |
|
306.7061111037118, |
|
306.6183774693995, |
|
306.61286959850617, |
|
306.6004943496412, |
|
306.6093368189854 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
31.083082575933076, |
|
31.088174571981654, |
|
31.08579140191432, |
|
31.08911838196218, |
|
31.08767329098191 |
|
], |
|
"throughput": [ |
|
263.5517239960904, |
|
263.5085563172009, |
|
263.52875801307476, |
|
263.50055666914557, |
|
263.51280532713207 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
159.22322150401305, |
|
62.397364621050656, |
|
63.365778821054846, |
|
63.365224897977896, |
|
63.36755216901656, |
|
63.36454533995129, |
|
63.363586638937704 |
|
], |
|
"throughput": [ |
|
258.5622761186044, |
|
258.56453640588035, |
|
258.55504022468654, |
|
258.5673094014912, |
|
258.57122156547604 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.053666630992666, |
|
3.053311954950914, |
|
3.0535915130749345, |
|
3.053442796925083, |
|
3.05327216302976 |
|
], |
|
"throughput": [ |
|
335.3345743792356, |
|
335.3735272085758, |
|
335.342823562161, |
|
335.3591562387223, |
|
335.3778979807308 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.076571754994802, |
|
6.076469585997984, |
|
6.076325692934915, |
|
6.076355025987141, |
|
6.076600866974331 |
|
], |
|
"throughput": [ |
|
337.03214288823153, |
|
337.0378097043732, |
|
337.0457910742436, |
|
337.044164016287, |
|
337.0305282235433 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.132403993047774, |
|
12.13516988302581, |
|
12.135768146021292, |
|
12.135248267906718, |
|
12.13464980199933 |
|
], |
|
"throughput": [ |
|
337.60827634384157, |
|
337.5313274954083, |
|
337.5146880457561, |
|
337.529147288434, |
|
337.5457938081686 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
26.696886396966875, |
|
26.70179612096399, |
|
26.702113967039622, |
|
26.700929816928692, |
|
26.700585776008666 |
|
], |
|
"throughput": [ |
|
306.85226277663304, |
|
306.79584110704576, |
|
306.7921891919114, |
|
306.8057950104112, |
|
306.809748247575 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
154.59783408395015, |
|
62.924775175051764, |
|
64.09666018106509, |
|
64.09733176301233, |
|
64.09466945298482, |
|
64.0948284730548, |
|
64.09232788498048 |
|
], |
|
"throughput": [ |
|
255.61394234453462, |
|
255.61126414086496, |
|
255.62188150479673, |
|
255.621247303716, |
|
255.6312204699848 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.030845451052301, |
|
4.030722832074389, |
|
4.031200643046759, |
|
4.031809229985811, |
|
4.031149316928349 |
|
], |
|
"throughput": [ |
|
254.04099770996493, |
|
254.04872591375977, |
|
254.018613974537, |
|
253.98027078865627, |
|
254.0218482356457 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
8.034274565987289, |
|
8.034959816024639, |
|
8.035197103978135, |
|
8.035174728021957, |
|
8.03712665103376 |
|
], |
|
"throughput": [ |
|
254.90789282583253, |
|
254.88615337136366, |
|
254.878626310991, |
|
254.879336084352, |
|
254.81743525051706 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
16.04175951902289, |
|
16.043531071045436, |
|
16.043416321044788, |
|
16.042928499984555, |
|
16.04337750398554 |
|
], |
|
"throughput": [ |
|
255.33358701349545, |
|
255.30539267582162, |
|
255.3072187391356, |
|
255.3149819251481, |
|
255.3078364566601 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
32.056709570926614, |
|
32.06058343301993, |
|
32.06000044604298, |
|
32.05967674299609, |
|
32.05951677809935 |
|
], |
|
"throughput": [ |
|
255.54712600414922, |
|
255.51624839000502, |
|
255.5208947606581, |
|
255.52347472716372, |
|
255.52474969292606 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
150.4175283299992, |
|
77.00819485296961, |
|
78.45923774503171, |
|
78.44680602301378, |
|
78.46285713498946, |
|
78.45383213297464, |
|
78.49275644298177 |
|
], |
|
"throughput": [ |
|
208.8218095266607, |
|
208.85490220205344, |
|
208.81217684709793, |
|
208.83619773002397, |
|
208.73263651916167 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.928639471996576, |
|
4.928078538971022, |
|
4.927509942092001, |
|
4.928296657977626, |
|
4.930147373001091 |
|
], |
|
"throughput": [ |
|
207.76524755323217, |
|
207.78889620006143, |
|
207.812873446026, |
|
207.77969977566414, |
|
207.7017019019998 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
9.826828980003484, |
|
9.830025949049741, |
|
9.829182217014022, |
|
9.829445380019024, |
|
9.833649983047508 |
|
], |
|
"throughput": [ |
|
208.4090406139615, |
|
208.34126080796136, |
|
208.35914471653328, |
|
208.35356633275643, |
|
208.26447997748568 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
19.644233138067648, |
|
19.644113795016892, |
|
19.64054535701871, |
|
19.635263398988172, |
|
19.63021624099929 |
|
], |
|
"throughput": [ |
|
208.50903016735998, |
|
208.51029691342092, |
|
208.54818058991734, |
|
208.60428081708704, |
|
208.65791541537754 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
39.22870260104537, |
|
39.242487043957226, |
|
39.24629839905538, |
|
39.23507982096635, |
|
39.264545824960805 |
|
], |
|
"throughput": [ |
|
208.82668701313867, |
|
208.75333387569913, |
|
208.7330610572225, |
|
208.79274458930445, |
|
208.6360564698618 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
122.9724854080705, |
|
63.00971416500397, |
|
64.18974826904014, |
|
64.18779861205257, |
|
64.18248238589149, |
|
64.18460931198206, |
|
64.18496647698339 |
|
], |
|
"throughput": [ |
|
255.2432505472575, |
|
255.2510033725252, |
|
255.27214577791884, |
|
255.2636866629866, |
|
255.26226621735904 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.037618460948579, |
|
4.037870867992751, |
|
4.037453384022228, |
|
4.037774070049636, |
|
4.03795628901571 |
|
], |
|
"throughput": [ |
|
253.6148499180941, |
|
253.59899647039387, |
|
253.62521931581077, |
|
253.6050760233378, |
|
253.59363170560957 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
8.046441370039247, |
|
8.047319515957497, |
|
8.046817302005365, |
|
8.04685987601988, |
|
8.046601910027675 |
|
], |
|
"throughput": [ |
|
254.5224535688142, |
|
254.49467936980778, |
|
254.5105627649348, |
|
254.5092162103085, |
|
254.5173755206881 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
16.063929507974535, |
|
16.066816615057178, |
|
16.067076927050948, |
|
16.067850811057724, |
|
16.06654145300854 |
|
], |
|
"throughput": [ |
|
254.98119858946365, |
|
254.93538005290935, |
|
254.93124969756434, |
|
254.91897131514168, |
|
254.93974617872743 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
32.10195866995491, |
|
32.1051977990428, |
|
32.10726077691652, |
|
32.10571220202837, |
|
32.10663248808123 |
|
], |
|
"throughput": [ |
|
255.1869212786419, |
|
255.16117518653758, |
|
255.14478039464612, |
|
255.15708695234758, |
|
255.14977327631826 |
|
] |
|
} |
|
} |
|
} |