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