|
{ |
|
"(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 |
|
] |
|
} |
|
}, |
|
"(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 |
|
] |
|
} |
|
} |
|
} |