|
{ |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
95.8053530548932, |
|
2.2853265419835225, |
|
3.2669659190578386, |
|
3.266023881966248, |
|
3.2665181120391935, |
|
3.2668077050475404, |
|
3.268629180965945 |
|
], |
|
"throughput": [ |
|
313.4406741210547, |
|
313.53108152519695, |
|
313.4836437079316, |
|
313.4558542940311, |
|
313.2811779210108 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.2652035469654948, |
|
3.266546842060052, |
|
3.2660744179738685, |
|
3.2665798250818625, |
|
3.2668340080417693 |
|
], |
|
"throughput": [ |
|
313.60985165891134, |
|
313.4808865481363, |
|
313.52623025511014, |
|
313.4777212965668, |
|
313.45333049652373 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
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 |
|
] |
|
} |
|
}, |
|
"(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 |
|
] |
|
} |
|
}, |
|
"(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 |
|
] |
|
} |
|
} |
|
} |