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