A100_benchmark_gpt-fast / results_batch_4.json
ydshieh's picture
ydshieh HF staff
Upload results_batch_4.json with huggingface_hub
e985a01 verified
raw
history blame
No virus
144 kB
{
"(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
]
}
},
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": {
"compile_4096_steps": {
"time": [
159.22322150401305,
62.397364621050656,
63.365778821054846,
63.365224897977896,
63.36755216901656,
63.36454533995129,
63.363586638937704
],
"throughput": [
258.5622761186044,
258.56453640588035,
258.55504022468654,
258.5673094014912,
258.57122156547604
]
},
"decode_256_steps": {
"time": [
3.053666630992666,
3.053311954950914,
3.0535915130749345,
3.053442796925083,
3.05327216302976
],
"throughput": [
335.3345743792356,
335.3735272085758,
335.342823562161,
335.3591562387223,
335.3778979807308
]
},
"decode_512_steps": {
"time": [
6.076571754994802,
6.076469585997984,
6.076325692934915,
6.076355025987141,
6.076600866974331
],
"throughput": [
337.03214288823153,
337.0378097043732,
337.0457910742436,
337.044164016287,
337.0305282235433
]
},
"decode_1024_steps": {
"time": [
12.132403993047774,
12.13516988302581,
12.135768146021292,
12.135248267906718,
12.13464980199933
],
"throughput": [
337.60827634384157,
337.5313274954083,
337.5146880457561,
337.529147288434,
337.5457938081686
]
},
"decode_2048_steps": {
"time": [
26.696886396966875,
26.70179612096399,
26.702113967039622,
26.700929816928692,
26.700585776008666
],
"throughput": [
306.85226277663304,
306.79584110704576,
306.7921891919114,
306.8057950104112,
306.809748247575
]
}
},
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": {
"compile_4096_steps": {
"time": [
154.59783408395015,
62.924775175051764,
64.09666018106509,
64.09733176301233,
64.09466945298482,
64.0948284730548,
64.09232788498048
],
"throughput": [
255.61394234453462,
255.61126414086496,
255.62188150479673,
255.621247303716,
255.6312204699848
]
},
"decode_256_steps": {
"time": [
4.030845451052301,
4.030722832074389,
4.031200643046759,
4.031809229985811,
4.031149316928349
],
"throughput": [
254.04099770996493,
254.04872591375977,
254.018613974537,
253.98027078865627,
254.0218482356457
]
},
"decode_512_steps": {
"time": [
8.034274565987289,
8.034959816024639,
8.035197103978135,
8.035174728021957,
8.03712665103376
],
"throughput": [
254.90789282583253,
254.88615337136366,
254.878626310991,
254.879336084352,
254.81743525051706
]
},
"decode_1024_steps": {
"time": [
16.04175951902289,
16.043531071045436,
16.043416321044788,
16.042928499984555,
16.04337750398554
],
"throughput": [
255.33358701349545,
255.30539267582162,
255.3072187391356,
255.3149819251481,
255.3078364566601
]
},
"decode_2048_steps": {
"time": [
32.056709570926614,
32.06058343301993,
32.06000044604298,
32.05967674299609,
32.05951677809935
],
"throughput": [
255.54712600414922,
255.51624839000502,
255.5208947606581,
255.52347472716372,
255.52474969292606
]
}
},
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": {
"compile_4096_steps": {
"time": [
150.4175283299992,
77.00819485296961,
78.45923774503171,
78.44680602301378,
78.46285713498946,
78.45383213297464,
78.49275644298177
],
"throughput": [
208.8218095266607,
208.85490220205344,
208.81217684709793,
208.83619773002397,
208.73263651916167
]
},
"decode_256_steps": {
"time": [
4.928639471996576,
4.928078538971022,
4.927509942092001,
4.928296657977626,
4.930147373001091
],
"throughput": [
207.76524755323217,
207.78889620006143,
207.812873446026,
207.77969977566414,
207.7017019019998
]
},
"decode_512_steps": {
"time": [
9.826828980003484,
9.830025949049741,
9.829182217014022,
9.829445380019024,
9.833649983047508
],
"throughput": [
208.4090406139615,
208.34126080796136,
208.35914471653328,
208.35356633275643,
208.26447997748568
]
},
"decode_1024_steps": {
"time": [
19.644233138067648,
19.644113795016892,
19.64054535701871,
19.635263398988172,
19.63021624099929
],
"throughput": [
208.50903016735998,
208.51029691342092,
208.54818058991734,
208.60428081708704,
208.65791541537754
]
},
"decode_2048_steps": {
"time": [
39.22870260104537,
39.242487043957226,
39.24629839905538,
39.23507982096635,
39.264545824960805
],
"throughput": [
208.82668701313867,
208.75333387569913,
208.7330610572225,
208.79274458930445,
208.6360564698618
]
}
},
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": {
"compile_4096_steps": {
"time": [
122.9724854080705,
63.00971416500397,
64.18974826904014,
64.18779861205257,
64.18248238589149,
64.18460931198206,
64.18496647698339
],
"throughput": [
255.2432505472575,
255.2510033725252,
255.27214577791884,
255.2636866629866,
255.26226621735904
]
},
"decode_256_steps": {
"time": [
4.037618460948579,
4.037870867992751,
4.037453384022228,
4.037774070049636,
4.03795628901571
],
"throughput": [
253.6148499180941,
253.59899647039387,
253.62521931581077,
253.6050760233378,
253.59363170560957
]
},
"decode_512_steps": {
"time": [
8.046441370039247,
8.047319515957497,
8.046817302005365,
8.04685987601988,
8.046601910027675
],
"throughput": [
254.5224535688142,
254.49467936980778,
254.5105627649348,
254.5092162103085,
254.5173755206881
]
},
"decode_1024_steps": {
"time": [
16.063929507974535,
16.066816615057178,
16.067076927050948,
16.067850811057724,
16.06654145300854
],
"throughput": [
254.98119858946365,
254.93538005290935,
254.93124969756434,
254.91897131514168,
254.93974617872743
]
},
"decode_2048_steps": {
"time": [
32.10195866995491,
32.1051977990428,
32.10726077691652,
32.10571220202837,
32.10663248808123
],
"throughput": [
255.1869212786419,
255.16117518653758,
255.14478039464612,
255.15708695234758,
255.14977327631826
]
}
},
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": {
"compile_4096_steps": {
"time": [
128.42100263002794,
77.97217430593446,
79.42208619404119,
79.43975901894737,
79.44106883404311,
79.44397989695426,
79.4131369140232
],
"throughput": [
206.29022461045912,
206.24433158328455,
206.2409310507529,
206.23337377170014,
206.3134720107855
]
},
"decode_256_steps": {
"time": [
4.988311758963391,
4.988906176993623,
4.9879841500660405,
4.988527868990786,
4.987801788025536
],
"throughput": [
205.27987212507242,
205.25541344557317,
205.29335482881243,
205.27097911295468,
205.3008606834313
]
},
"decode_512_steps": {
"time": [
9.956124022020958,
9.95091351796873,
9.949165917932987,
9.949356066063046,
9.94843618304003
],
"throughput": [
205.7025400115781,
205.81025011440923,
205.84640128561523,
205.84246723118758,
205.8615004729492
]
},
"decode_1024_steps": {
"time": [
19.87479944806546,
19.8763111110311,
19.883171205059625,
19.873500689980574,
19.869887851993553
],
"throughput": [
206.09012990059074,
206.07445602553344,
206.00335619288438,
206.10359814791158,
206.141072889299
]
},
"decode_2048_steps": {
"time": [
39.72091281390749,
39.713576460955665,
39.718083015060984,
39.72713636199478,
39.71990928705782
],
"throughput": [
206.23896631931717,
206.27706517578318,
206.2536602507633,
206.20665746844338,
206.24417696415156
]
}
},
"(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": {
"compile_8192_steps": {
"time": [
271.7814573480282,
176.64428445894737,
178.20459692704026,
178.20159540802706,
178.20126826898195,
178.20343616092578,
178.2030126339523
],
"throughput": [
183.8785338035681,
183.88163094147006,
183.88196850843434,
183.8797315356423,
183.8801685542147
]
},
"decode_256_steps": {
"time": [
5.5899932810571045,
5.589516898966394,
5.589574565063231,
5.589819789980538,
5.589593700016849
],
"throughput": [
183.18447778283462,
183.20009018835896,
183.198200163632,
183.19016327421983,
183.19757301803767
]
},
"decode_512_steps": {
"time": [
11.156151594943367,
11.156851700041443,
11.157406924990937,
11.156839294009842,
11.156996838049963
],
"throughput": [
183.5758489449243,
183.56432935219462,
183.55519465842764,
183.56453346958045,
183.5619414191707
]
},
"decode_1024_steps": {
"time": [
22.301307976944372,
22.293707217089832,
22.29375153896399,
22.299081659060903,
22.29411334800534
],
"throughput": [
183.66635733807826,
183.7289760789584,
183.7286108101277,
183.6846944024554,
183.72562909600845
]
},
"decode_2048_steps": {
"time": [
44.56278389901854,
44.56811662798282,
44.566770795034245,
44.56895087903831,
44.568184786941856
],
"throughput": [
183.83052590617936,
183.80852994933423,
183.81408062243486,
183.80508938236787,
183.8082488475096
]
},
"decode_4096_steps": {
"time": [
89.10733006999362,
89.11495877592824,
89.11325678101275,
89.11297883104999,
89.11450905608945
],
"throughput": [
183.868150769756,
183.8524106956738,
183.85592213582882,
183.85649559602936,
183.85333851402098
]
}
},
"(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": {
"compile_8192_steps": {
"time": [
291.4621851769043,
239.7827705410309,
242.06330440903548,
241.94857444800436,
241.99330423993524,
242.042390326038,
241.93518268805929
],
"throughput": [
135.36954756524787,
135.43373865607117,
135.4087052239705,
135.38124440045635,
135.4412352760187
]
},
"decode_256_steps": {
"time": [
7.572046034038067,
7.571941419038922,
7.571780093945563,
7.572016833000816,
7.572023640968837
],
"throughput": [
135.23425444019853,
135.23612285552687,
135.23900420969647,
135.2347759631413,
135.23465437424065
]
},
"decode_512_steps": {
"time": [
15.1303563619731,
15.131037806044333,
15.131580646964721,
15.131086102919653,
15.13569717889186
],
"throughput": [
135.35702339088377,
135.3509274282491,
135.34607175429574,
135.35049540196744,
135.3092610002879
]
},
"decode_1024_steps": {
"time": [
30.261799487052485,
30.261721584014595,
30.2552403510781,
30.259398421039805,
30.261544798966497
],
"throughput": [
135.35216244336277,
135.35251088172276,
135.3815058968469,
135.36290256028326,
135.35330159813546
]
},
"decode_2048_steps": {
"time": [
60.49602858198341,
60.488167391042225,
60.50575066206511,
60.51154568302445,
60.4858274749713
],
"throughput": [
135.41384768585777,
135.431446402411,
135.39208935285689,
135.37912323231458,
135.43668561680508
]
},
"decode_4096_steps": {
"time": [
120.95576763607096,
120.96100155601744,
121.01271442999132,
121.00040002109017,
121.00125813006889
],
"throughput": [
135.4544749721718,
135.4486139271302,
135.39073209929958,
135.4045110358668,
135.40355078282087
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": {
"compile_8192_steps": {
"time": [
678.7353721990949,
214.16614213306457,
216.5373703551013,
216.54042814299464,
216.53842443495523,
216.54908730101306,
216.54687148798257
],
"throughput": [
151.327227934206,
151.32509102808888,
151.32649129366413,
151.31903998492032,
151.32058835501803
]
},
"decode_256_steps": {
"time": [
2.562589198932983,
2.561568440985866,
2.5624219599412754,
2.561176015995443,
2.560912652988918
],
"throughput": [
399.5958464299996,
399.7550811509432,
399.62192644628584,
399.81633187440485,
399.8574487907109
]
},
"decode_512_steps": {
"time": [
5.310950785060413,
5.311917477985844,
5.311793709057383,
5.310884130070917,
5.312014160095714
],
"throughput": [
385.618335187925,
385.5481581721699,
385.55714174439066,
385.6231749444424,
385.54114094513227
]
},
"decode_1024_steps": {
"time": [
11.495437059085816,
11.497681736014783,
11.496974370093085,
11.497065713978373,
11.497838843031786
],
"throughput": [
356.3152909234177,
356.24572796878584,
356.26764643877664,
356.2648159016781,
356.2408602102092
]
},
"decode_2048_steps": {
"time": [
26.849534507957287,
26.852505836985074,
26.854778973036446,
26.855669253971428,
26.853560251067393
],
"throughput": [
305.10771043617797,
305.07394914022575,
305.0481260048791,
305.0380134834496,
305.06197030892315
]
},
"decode_4096_steps": {
"time": [
71.95455679902807,
71.96116534306202,
71.96413826290518,
71.95972090808209,
71.96107899595518
],
"throughput": [
227.6992692173918,
227.67835848533306,
227.66895283515592,
227.6829286334801,
227.67863167978513
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": {
"compile_8192_steps": {
"time": [
545.591903630062,
157.0968623990193,
158.6129967729794,
158.6254415109288,
158.6328383149812,
158.55801651603542,
158.54068402806297
],
"throughput": [
206.5908889351633,
206.57468113488207,
206.5650488768025,
206.66252467081083,
206.6851180874166
]
},
"decode_256_steps": {
"time": [
2.53427261300385,
2.5340358989778906,
2.5340984979411587,
2.534105647006072,
2.534251424949616
],
"throughput": [
404.0607134156188,
404.0984582787611,
404.0884759735875,
404.087335983726,
404.0640916361952
]
},
"decode_512_steps": {
"time": [
5.196754778036848,
5.198409333941527,
5.197798277018592,
5.198353391024284,
5.1979057979770005
],
"throughput": [
394.09209929541123,
393.9666671933989,
394.0129821995927,
393.97090692913855,
394.0048318684559
]
},
"decode_1024_steps": {
"time": [
10.985813249950297,
10.98793595796451,
10.988398376037367,
10.988371848943643,
10.98749750398565
],
"throughput": [
372.84449560605185,
372.77246751980294,
372.7567803632087,
372.7576802375654,
372.78734293356604
]
},
"decode_2048_steps": {
"time": [
24.427749856025912,
24.432626446941867,
24.432658095960505,
24.431806100998074,
24.431840218952857
],
"throughput": [
335.3563078172414,
335.28937291247945,
335.2889385929891,
335.3006309126424,
335.300162680546
]
},
"decode_4096_steps": {
"time": [
58.788889668066986,
58.7951916269958,
58.794197006034665,
58.79189224797301,
58.796171562979
],
"throughput": [
278.69211499838,
278.66224340150444,
278.66695752845027,
278.67788182246977,
278.6575990317741
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": {
"compile_8192_steps": {
"time": [
390.44375534099527,
213.93381013791077,
216.3973772940226,
216.39507930004038,
216.39484609803185,
216.3963829819113,
216.41095776995644
],
"throughput": [
151.42512543244732,
151.4267334820764,
151.42689666996662,
151.4258212104178,
151.41562302419172
]
},
"decode_256_steps": {
"time": [
2.580244161072187,
2.5793791589094326,
2.5795091870240867,
2.5788957809563726,
2.5790297319181263
],
"throughput": [
396.8616673758851,
396.99475606872375,
396.97474432388526,
397.06916718451254,
397.0485440035663
]
},
"decode_512_steps": {
"time": [
5.3443775459891185,
5.34659372002352,
5.345671544084325,
5.3457520980155095,
5.345920249936171
],
"throughput": [
383.20645994349627,
383.0476200819296,
383.11369920704834,
383.10792615323,
383.09587578012463
]
},
"decode_1024_steps": {
"time": [
11.564051807974465,
11.565872497973032,
11.566197057021782,
11.566248944029212,
11.566572787007317
],
"throughput": [
354.20111116896203,
354.1453531255719,
354.13541545302814,
354.13382677661093,
354.12391167425324
]
},
"decode_2048_steps": {
"time": [
26.982117707957514,
26.983523620991036,
26.98194526496809,
26.982123585999943,
26.982893006992526
],
"throughput": [
303.60848946945447,
303.5926706631922,
303.61042984680773,
303.60842332849353,
303.59976589156213
]
},
"decode_4096_steps": {
"time": [
72.11365145805757,
72.11675780208316,
72.11633178405464,
72.11607728805393,
72.1154529680498
],
"throughput": [
227.19692691652412,
227.1871406776794,
227.18848275672562,
227.1892844997272,
227.19125132943154
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": {
"compile_8192_steps": {
"time": [
307.0113213279983,
157.03464257891756,
158.62812406697776,
158.6297552200267,
158.62941137794405,
158.6564193010563,
158.7423330830643
],
"throughput": [
206.57118775586304,
206.56906363216214,
206.56951138731947,
206.53434726660214,
206.4225677145217
]
},
"decode_256_steps": {
"time": [
2.5404734150506556,
2.5400029779411852,
2.5401578239398077,
2.540083011961542,
2.540534701081924
],
"throughput": [
403.0744797144756,
403.14913363999653,
403.12455798977356,
403.1364310449173,
403.06475623573044
]
},
"decode_512_steps": {
"time": [
5.2120389780029655,
5.20787325699348,
5.207812863984145,
5.207812868990004,
5.20780674694106
],
"throughput": [
392.93643210333545,
393.250737669126,
393.2552980471756,
393.2552976691703,
393.25575996132073
]
},
"decode_1024_steps": {
"time": [
11.004886738955975,
11.006714167073369,
11.007865316001698,
11.006344364956021,
11.007208102964796
],
"throughput": [
372.1982876480367,
372.1364921288863,
372.09757590745653,
372.1489955412972,
372.1197929288482
]
},
"decode_2048_steps": {
"time": [
24.461610105005093,
24.465418288949877,
24.46495546400547,
24.462966202991083,
24.463999139959924
],
"throughput": [
334.8921009220008,
334.8399730283795,
334.8463074887929,
334.8735362679921,
334.8593969911912
]
},
"decode_4096_steps": {
"time": [
58.837021871004254,
58.84987855900545,
58.844779374077916,
58.84672760695685,
58.84890102595091
],
"throughput": [
278.4641281797146,
278.40329328076166,
278.4274182735303,
278.4182004041137,
278.4079178092903
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": {
"compile_8192_steps": {
"time": [
350.6115117899608,
217.2156793429749,
219.69243817799725,
219.6902783770347,
219.6943390930537,
219.6938480369281,
219.68827210506424
],
"throughput": [
149.15397303502547,
149.15543938527503,
149.15268247362891,
149.15301585728545,
149.15680152615954
]
},
"decode_256_steps": {
"time": [
2.6623928889166564,
2.662902010953985,
2.6625427330145612,
2.6627954710274935,
2.662573882029392
],
"throughput": [
384.6164118987982,
384.5428768267563,
384.59476623709077,
384.5582626009458,
384.5902669260451
]
},
"decode_512_steps": {
"time": [
5.509246704983525,
5.509861495113,
5.5100837730569765,
5.510262139956467,
5.509827315923758
],
"throughput": [
371.7386622289815,
371.69718364363314,
371.68218930068576,
371.67015796750826,
371.6994893979975
]
},
"decode_1024_steps": {
"time": [
11.903926931903698,
11.90713385795243,
11.906104119960219,
11.906691950978711,
11.905319128069095
],
"throughput": [
344.0881335571975,
343.99546094498635,
344.0252125070183,
344.00822805055566,
344.047896233448
]
},
"decode_2048_steps": {
"time": [
27.741324272938073,
27.745633960003033,
27.743804002995603,
27.74544092605356,
27.74492162198294
],
"throughput": [
295.29952930154,
295.2536608754102,
295.2731355482283,
295.2557150500188,
295.26124137648634
]
},
"decode_4096_steps": {
"time": [
73.74986255797558,
73.74775879504159,
73.74953130306676,
73.75367340492085,
73.74985244998243
],
"throughput": [
222.15634621854866,
222.16268355400618,
222.157344060554,
222.1448674162833,
222.1563766668106
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": {
"compile_8192_steps": {
"time": [
267.2333745720098,
158.5505256280303,
160.14592588401865,
160.11534650193062,
160.1574508639751,
160.15956030599773,
160.15345455205534
],
"throughput": [
204.61338506813678,
204.65246283937495,
204.59866102533383,
204.59596628133906,
204.60376637925899
]
},
"decode_256_steps": {
"time": [
2.590973171987571,
2.5904191210865974,
2.591098489938304,
2.590654358966276,
2.5905724039766937
],
"throughput": [
395.21829522243786,
395.3028263513068,
395.19918057008414,
395.26693186836275,
395.27943647824503
]
},
"decode_512_steps": {
"time": [
5.303074958035722,
5.304141313070431,
5.303976983996108,
5.303789617028087,
5.3042475410038605
],
"throughput": [
386.19103373160436,
386.11339312422376,
386.1253557810504,
386.1389964309277,
386.10566044819313
]
},
"decode_1024_steps": {
"time": [
11.192956160055473,
11.196373988990672,
11.200900704949163,
11.195940673002042,
11.196131762932055
],
"throughput": [
365.94443339441256,
365.83272441842087,
365.68487730546224,
365.8468832259105,
365.8406391358273
]
},
"decode_2048_steps": {
"time": [
24.83355641795788,
24.837991110049188,
24.83476602099836,
24.83747152297292,
24.83565728610847
],
"throughput": [
329.87623126247524,
329.8173336041498,
329.8601642984467,
329.8242332124256,
329.84832676774363
]
},
"decode_4096_steps": {
"time": [
59.57973965606652,
59.58017595496494,
59.569993630982935,
59.58246079401579,
59.57739328907337
],
"throughput": [
274.99280954531247,
274.99079580403094,
275.0378000960289,
274.98025059155566,
275.0036397279715
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": {
"compile_8192_steps": {
"time": [
348.1094486779766,
230.25867193890736,
232.77931012702174,
232.7804829699453,
232.79218861891422,
232.77942160505336,
232.77805082302075
],
"throughput": [
140.76852441103694,
140.76781516185244,
140.76073683744568,
140.7684569970108,
140.76928595348213
]
},
"decode_256_steps": {
"time": [
3.343005022034049,
3.342515491065569,
3.349639546009712,
3.341833657003008,
3.341719483025372
],
"throughput": [
306.31123592418294,
306.3560969985382,
305.7045350505995,
306.4186028093134,
306.4290719797157
]
},
"decode_512_steps": {
"time": [
6.653537887032144,
6.65498267300427,
6.655191302066669,
6.65631026297342,
6.65682980499696
],
"throughput": [
307.8061679022804,
307.7393436811862,
307.72969656995804,
307.6779655828639,
307.6539524057932
]
},
"decode_1024_steps": {
"time": [
13.301535777980462,
13.304025097051635,
13.301911358023062,
13.301857574027963,
13.30453026900068
],
"throughput": [
307.9343670059943,
307.87674933864434,
307.9256724658215,
307.9269175154521,
307.8650592831231
]
},
"decode_2048_steps": {
"time": [
30.898297435953282,
30.90148792299442,
30.90388574905228,
30.901676618028432,
30.904811571002938
],
"throughput": [
265.1278769317491,
265.10050326425113,
265.07993417142444,
265.09888447996644,
265.0719931159946
]
},
"decode_4096_steps": {
"time": [
80.25368396996055,
80.25939882802777,
80.264033426065,
80.25959770800546,
80.25943133002147
],
"throughput": [
204.15262190496617,
204.1380852491318,
204.12629792760262,
204.13757940336382,
204.13800258103095
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": {
"compile_8192_steps": {
"time": [
264.07878998003434,
166.15191320702434,
167.80343308800366,
167.75080685294233,
167.7650097819278,
167.85436154797208,
167.8220417998964
],
"throughput": [
195.27610011897067,
195.33736149910658,
195.32082430415045,
195.21685166718197,
195.25444720229967
]
},
"decode_256_steps": {
"time": [
3.0571236360119656,
3.056288732914254,
3.0579645929392427,
3.0560812180629,
3.0658546580234542
],
"throughput": [
334.95537698822466,
335.04687857929844,
334.863262434231,
335.0696290228384,
334.0014822033896
]
},
"decode_512_steps": {
"time": [
6.079138079076074,
6.081075860070996,
6.080343145993538,
6.081164590083063,
6.0806946189841256
],
"throughput": [
336.8898638853193,
336.7825113722705,
336.82309547767363,
336.7775973930721,
336.80362661299876
]
},
"decode_1024_steps": {
"time": [
12.139320378075354,
12.142325295950286,
12.141979471081868,
12.141368285054341,
12.142067409004085
],
"throughput": [
337.41592382698167,
337.3324219345449,
337.34202975349297,
337.35901126086856,
337.33958658165295
]
},
"decode_2048_steps": {
"time": [
26.702007547020912,
26.705735428025946,
26.704202881082892,
26.70586416090373,
26.70573940302711
],
"throughput": [
306.79341190261795,
306.75058629552007,
306.7681906282687,
306.74910763579584,
306.7505406373969
]
},
"decode_4096_steps": {
"time": [
63.37493202695623,
63.36224504397251,
63.342319417977706,
63.36822950805072,
63.3717666240409
],
"throughput": [
258.52493211402805,
258.57669640066786,
258.6580370050346,
258.55227654606426,
258.5378453657392
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": {
"compile_8192_steps": {
"time": [
360.0672432940919,
283.98072862497065,
286.49767445994075,
286.49608162697405,
286.4982378029963,
286.4999748450937,
286.5067071079975
],
"throughput": [
114.3744013342131,
114.37503722185232,
114.37417643920078,
114.37348299146335,
114.37079547198258
]
},
"decode_256_steps": {
"time": [
6.737008601077832,
6.7363654469372705,
6.7364786269608885,
6.736479896004312,
6.736349050072022
],
"throughput": [
151.99624353101962,
152.01075536446257,
152.00820142169292,
152.00817278581613,
152.0111253719924
]
},
"decode_512_steps": {
"time": [
13.453150241984986,
13.454694735934027,
13.45390009903349,
13.454519669990987,
13.454822506057099
],
"throughput": [
152.23200240554377,
152.21452735975637,
152.22351771046118,
152.21650792691375,
152.21308189521122
]
},
"decode_1024_steps": {
"time": [
26.87820912397001,
26.88050521002151,
26.8814715979388,
26.880742425913922,
26.895214469986968
],
"throughput": [
152.3911054158435,
152.37808843239083,
152.37261044570457,
152.3767437335109,
152.2947513421329
]
},
"decode_2048_steps": {
"time": [
53.74306045693811,
53.74672631197609,
53.74564554099925,
53.745247132959776,
53.74563258700073
],
"throughput": [
152.42898209274628,
152.41858550507888,
152.4216504898211,
152.42278037598192,
152.42168722712867
]
},
"decode_4096_steps": {
"time": [
107.55473562097177,
107.56180896703154,
107.56331455893815,
107.56188700301573,
107.56243420799728
],
"throughput": [
152.33173979189564,
152.3217223412616,
152.31959025418993,
152.32161183208547,
152.32083692265348
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": {
"compile_8192_steps": {
"time": [
292.44985624495894,
196.94799337396398,
198.5762434869539,
198.5727644780418,
198.51594802795444,
198.4809652529657,
198.47237603203394
],
"throughput": [
165.01470379639244,
165.0175948657022,
165.06482388702446,
165.09391698209905,
165.10106169490894
]
},
"decode_256_steps": {
"time": [
4.925728017929941,
4.925618435954675,
4.92747146601323,
4.928208863013424,
4.929636380984448
],
"throughput": [
207.88805152712035,
207.8926764861213,
207.8144961493828,
207.78340132562087,
207.7232316667355
]
},
"decode_512_steps": {
"time": [
9.83252276503481,
9.827374406973831,
9.828395514981821,
9.827839858015068,
9.826832114020362
],
"throughput": [
208.28835579032088,
208.39747374910954,
208.37582257227547,
208.38760394836504,
208.40897414722602
]
},
"decode_1024_steps": {
"time": [
19.629262311034836,
19.632605614955537,
19.63517346198205,
19.631733258953318,
19.63205926399678
],
"throughput": [
208.6680556353553,
208.6325208346155,
208.60523630874684,
208.6417916325327,
208.63832697936337
]
},
"decode_2048_steps": {
"time": [
39.23928165691905,
39.24608010100201,
39.25810141291004,
39.25544702203479,
39.25301219301764
],
"throughput": [
208.7703865637792,
208.73422209090498,
208.67030511327934,
208.6844150673328,
208.6973595737756
]
},
"decode_4096_steps": {
"time": [
78.52744798304047,
78.54980471706949,
78.56438901496585,
78.58284609904513,
78.57808337197639
],
"throughput": [
208.6404234547192,
208.5810405132634,
208.54232057833462,
208.49333936505369,
208.5059764367209
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": {
"compile_8192_steps": {
"time": [
237.97868818591814,
176.64452189707663,
178.2026496749604,
178.20098820806015,
178.2022824290907,
178.2041207960574,
178.20154344604816
],
"throughput": [
183.88054307704434,
183.88225749759272,
183.8809220248841,
183.87902509561363,
183.88168455971177
]
},
"decode_256_steps": {
"time": [
5.591724222060293,
5.591146740945987,
5.591236797044985,
5.591223013005219,
5.591209933976643
],
"throughput": [
183.12777228178524,
183.14668661812757,
183.14373673838898,
183.1441882425669,
183.14461665575473
]
},
"decode_512_steps": {
"time": [
11.15762333595194,
11.159088839078322,
11.158875184017234,
11.15867373207584,
11.15876506594941
],
"throughput": [
183.55163445972968,
183.52752895272704,
183.53104288981865,
183.5343562481786,
183.53285402964545
]
},
"decode_1024_steps": {
"time": [
22.293672180036083,
22.295169832068495,
22.295197764993645,
22.295119459042326,
22.29614881495945
],
"throughput": [
183.7292648300425,
183.71692303094613,
183.7166928580132,
183.71733811629198,
183.7088563587186
]
},
"decode_2048_steps": {
"time": [
44.56430596904829,
44.5681984629482,
44.56779582402669,
44.56702087598387,
44.56603874696884
],
"throughput": [
183.82424727291107,
183.80819244489822,
183.80985302359642,
183.81304917813068,
183.81709997856112
]
},
"decode_4096_steps": {
"time": [
89.10671420302242,
89.11038964102045,
89.10978613002226,
89.10847128205933,
89.10928414692171
],
"throughput": [
183.86942158668745,
183.86183772736985,
183.8630829625571,
183.8657959706091,
183.86411872624146
]
}
},
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": {
"compile_8192_steps": {
"time": [
290.3440798439551,
239.78839809505735,
242.0377774470253,
242.05186660797335,
241.97937297902536,
241.98687433707528,
241.94169380993117
],
"throughput": [
135.3838245650389,
135.37594425194405,
135.41650098762887,
135.41230320763538,
135.43759028876795
]
},
"decode_256_steps": {
"time": [
7.575176045997068,
7.5742533300071955,
7.579922733944841,
7.573473205091432,
7.573264011996798
],
"throughput": [
135.1783765528604,
135.19484434765099,
135.09372535082252,
135.208770437267,
135.2125052524094
]
},
"decode_512_steps": {
"time": [
15.135551805025898,
15.138432450010441,
15.136355964001268,
15.134037800948136,
15.135616423911415
],
"throughput": [
135.31056061794476,
135.284812794378,
135.30337188625518,
135.32409704115412,
135.3099829330074
]
},
"decode_1024_steps": {
"time": [
30.255078357062303,
30.259524401975796,
30.25446878990624,
30.26512586302124,
30.261561910039745
],
"throughput": [
135.3822307666868,
135.3623389973886,
135.38495844840426,
135.33728617347683,
135.35322506407337
]
},
"decode_2048_steps": {
"time": [
60.49348699301481,
60.49348158703651,
60.49442938098218,
60.49015076900832,
60.495223953039385
],
"throughput": [
135.41953699818842,
135.41954909990682,
135.41742741977734,
135.42700581591393,
135.4156487850876
]
},
"decode_4096_steps": {
"time": [
120.96057650994044,
120.96996252203826,
120.99968700495083,
120.99534681404475,
120.98023360804655
],
"throughput": [
135.44908988304613,
135.4385804411171,
135.4053089354655,
135.41016602217135,
135.42708185769513
]
}
}
}