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