|
{ |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_256_steps": { |
|
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|
96.79025679710321, |
|
2.7306869910098612, |
|
3.9055738048627973, |
|
3.9051084599923342, |
|
3.905890380963683, |
|
3.9057352780364454, |
|
3.9058009521104395 |
|
], |
|
"throughput": [ |
|
524.3787730883622, |
|
524.4412596939804, |
|
524.3362716940115, |
|
524.3570939169241, |
|
524.3482771167319 |
|
] |
|
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|
"decode_256_steps": { |
|
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|
3.904837826034054, |
|
3.9049906202126294, |
|
3.9048626099247485, |
|
3.905899834120646, |
|
3.9057530788704753 |
|
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|
"throughput": [ |
|
524.477607327434, |
|
524.457085607157, |
|
524.4742785046328, |
|
524.3350026821863, |
|
524.3547041105505 |
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|
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|
}, |
|
"(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
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|
78.59509626100771, |
|
3.1858562701381743, |
|
4.562520033912733, |
|
4.562590185087174, |
|
4.561941236956045, |
|
4.562066272133961, |
|
4.562546665081754 |
|
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|
"throughput": [ |
|
448.8747413222146, |
|
448.86783974021773, |
|
448.93169237018225, |
|
448.91938824072, |
|
448.87212128126316 |
|
] |
|
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|
"decode_256_steps": { |
|
"time": [ |
|
4.561464128084481, |
|
4.562372754095122, |
|
4.56287759100087, |
|
4.561695888871327, |
|
4.566258101025596 |
|
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|
"throughput": [ |
|
448.9786486296511, |
|
448.88923163100685, |
|
448.83956651372057, |
|
448.9558378927194, |
|
448.50727985350034 |
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} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_256_steps": { |
|
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|
143.4046021751128, |
|
2.2715712478384376, |
|
2.6000779650639743, |
|
2.5993910550605506, |
|
2.599828042089939, |
|
2.5997374861035496, |
|
2.6003224500454962 |
|
], |
|
"throughput": [ |
|
787.6686882155126, |
|
787.8768360046902, |
|
787.7444072622827, |
|
787.7718465603671, |
|
787.5946307982564 |
|
] |
|
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|
"decode_256_steps": { |
|
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|
2.598840625025332, |
|
2.5994473590981215, |
|
2.5992874179501086, |
|
2.6018181031104177, |
|
2.599406457040459 |
|
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|
"throughput": [ |
|
788.0437069818536, |
|
787.8597705900664, |
|
787.908249721428, |
|
787.1418826518502, |
|
787.8721676839027 |
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|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
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|
108.8028431830462, |
|
2.2368014969397336, |
|
2.6524498271755874, |
|
2.6484703950118273, |
|
2.6479950968641788, |
|
2.648893762147054, |
|
2.6489222338423133 |
|
], |
|
"throughput": [ |
|
772.1163955741155, |
|
773.2765311846555, |
|
773.4153293657123, |
|
773.1529400182508, |
|
773.1446298554927 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6475992421619594, |
|
2.6484773939009756, |
|
2.650977912126109, |
|
2.6476340680383146, |
|
2.6483203028328717 |
|
], |
|
"throughput": [ |
|
773.5309662377972, |
|
773.2744877174409, |
|
772.545101425415, |
|
773.5207915334782, |
|
773.3203562308089 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
98.0019998929929, |
|
2.259423140902072, |
|
2.616828733123839, |
|
2.6160192019306123, |
|
2.616776251932606, |
|
2.616232676897198, |
|
2.626238158904016 |
|
], |
|
"throughput": [ |
|
782.6266862926105, |
|
782.868871332666, |
|
782.642382392251, |
|
782.8049921113626, |
|
779.8226497686231 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6160265379585326, |
|
2.616485408972949, |
|
2.6158285869751126, |
|
2.615940705873072, |
|
2.6165480529889464 |
|
], |
|
"throughput": [ |
|
782.8666759620095, |
|
782.7293792568494, |
|
782.9259188455703, |
|
782.8923627366693, |
|
782.7106395621207 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
78.57349261199124, |
|
2.2227844579610974, |
|
2.6581538640893996, |
|
2.6575814818497747, |
|
2.6577383631374687, |
|
2.6572560609783977, |
|
2.657383057055995 |
|
], |
|
"throughput": [ |
|
770.4595387301182, |
|
770.6254780848776, |
|
770.5799895149685, |
|
770.7198527363333, |
|
770.6830201096017 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.656432778108865, |
|
2.6574523879680783, |
|
2.657418450107798, |
|
2.6576172038912773, |
|
2.6572073940187693 |
|
], |
|
"throughput": [ |
|
770.9587145879095, |
|
770.662913575632, |
|
770.6727557027848, |
|
770.6151198153455, |
|
770.7339685302463 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
97.20389535906725, |
|
2.3880729770753533, |
|
2.7059013929683715, |
|
2.704943586140871, |
|
2.7049970540683717, |
|
2.7045879180077463, |
|
2.7045863000676036 |
|
], |
|
"throughput": [ |
|
756.8642395181096, |
|
757.1322413129773, |
|
757.1172755695853, |
|
757.2318083520087, |
|
757.2322613439284 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.708581724902615, |
|
2.7170100579969585, |
|
2.7045781849883497, |
|
2.704522161046043, |
|
2.7050034010317177 |
|
], |
|
"throughput": [ |
|
756.115269172332, |
|
753.7697528841068, |
|
757.2345334172035, |
|
757.2502194649733, |
|
757.1154990854616 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
76.78570476802997, |
|
2.3345560810994357, |
|
2.740232344949618, |
|
2.7392486489843577, |
|
2.7390814390964806, |
|
2.7393308989703655, |
|
2.7395442698616534 |
|
], |
|
"throughput": [ |
|
747.3818794141905, |
|
747.6502729167523, |
|
747.6959139541166, |
|
747.6278242872314, |
|
747.5695948886505 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7387014280539006, |
|
2.739976998884231, |
|
2.7388684491161257, |
|
2.7384993380401284, |
|
2.73982391692698 |
|
], |
|
"throughput": [ |
|
747.7996611902644, |
|
747.4515300069976, |
|
747.7540590388417, |
|
747.8548457366799, |
|
747.4932923050989 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
62.83966068713926, |
|
2.728696499951184, |
|
3.906291076913476, |
|
3.904756370931864, |
|
3.9044110970571637, |
|
3.904814412118867, |
|
3.9042581680696458 |
|
], |
|
"throughput": [ |
|
524.282486807975, |
|
524.4885481834167, |
|
524.5349296193785, |
|
524.4807521822004, |
|
524.5554755444305 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.9045810070820153, |
|
3.9043800281360745, |
|
3.904249426908791, |
|
3.9044663191307336, |
|
3.9043026668950915 |
|
], |
|
"throughput": [ |
|
524.5121041887458, |
|
524.5391035814979, |
|
524.5566499631951, |
|
524.5275109597959, |
|
524.5494969857647 |
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] |
|
} |
|
}, |
|
"(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_256_steps": { |
|
"time": [ |
|
52.970959551865235, |
|
3.1840416139457375, |
|
4.561906893039122, |
|
4.562123115174472, |
|
4.5624744719825685, |
|
4.562402551062405, |
|
4.561954492004588 |
|
], |
|
"throughput": [ |
|
448.93507211315125, |
|
448.9137948048728, |
|
448.8792238896772, |
|
448.8862999436779, |
|
448.9303879706348 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.562215802958235, |
|
4.562235296005383, |
|
4.561527868034318, |
|
4.562032117974013, |
|
4.561810235958546 |
|
], |
|
"throughput": [ |
|
448.9046744943618, |
|
448.9027564608942, |
|
448.9723748816067, |
|
448.9227491255611, |
|
448.9445842916931 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
33.18761291401461, |
|
6.605431237025186, |
|
7.781478140037507, |
|
7.780926941893995, |
|
7.780788219068199, |
|
7.780417948961258, |
|
7.780325382947922 |
|
], |
|
"throughput": [ |
|
526.378141310342, |
|
526.4154297537938, |
|
526.4248151571619, |
|
526.4498677152486, |
|
526.456131124949 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.9041497039142996, |
|
3.9048300159629434, |
|
3.9045795120764524, |
|
3.9045635170768946, |
|
3.904711412033066 |
|
], |
|
"throughput": [ |
|
524.5700486194665, |
|
524.4786563378628, |
|
524.5123050166483, |
|
524.5144536752756, |
|
524.4945871514914 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
32.24218642595224, |
|
7.724188466789201, |
|
9.100585292093456, |
|
9.099509035004303, |
|
9.098529377020895, |
|
9.100639865035191, |
|
9.103446109918877 |
|
], |
|
"throughput": [ |
|
450.0809418882745, |
|
450.1341758377696, |
|
450.18264274057236, |
|
450.07824293068666, |
|
449.9395009915097 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.576587567804381, |
|
4.5628007599152625, |
|
4.563167214859277, |
|
4.562662529060617, |
|
4.56264074286446 |
|
], |
|
"throughput": [ |
|
447.4949882762821, |
|
448.8471243346672, |
|
448.8110787023083, |
|
448.8607226495123, |
|
448.86286591879474 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
69.7559543880634, |
|
4.743665099143982, |
|
5.39711664407514, |
|
5.396715167909861, |
|
5.396985389990732, |
|
5.396349950227886, |
|
5.39650835795328 |
|
], |
|
"throughput": [ |
|
758.92374949808, |
|
758.9802078782628, |
|
758.942206439257, |
|
759.0315746344485, |
|
759.0092942158399 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.597040344029665, |
|
2.597432864131406, |
|
2.5976657778955996, |
|
2.5984591827727854, |
|
2.5977391751948744 |
|
], |
|
"throughput": [ |
|
788.5899827117228, |
|
788.4708121935853, |
|
788.4001157605077, |
|
788.1593882935667, |
|
788.3778400679373 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
62.7785383509472, |
|
4.868987350957468, |
|
5.531275609973818, |
|
5.5315489917993546, |
|
5.5323226558975875, |
|
5.531573118874803, |
|
5.531757125863805 |
|
], |
|
"throughput": [ |
|
740.5163453822885, |
|
740.4797473677647, |
|
740.3761954544655, |
|
740.4765176155137, |
|
740.4518865893617 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6490061308722943, |
|
2.650114140007645, |
|
2.649841918842867, |
|
2.6497665559872985, |
|
2.649999941000715 |
|
], |
|
"throughput": [ |
|
773.1201434877811, |
|
772.7969030021069, |
|
772.8762932750044, |
|
772.8982748961139, |
|
772.8302058854451 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
64.3879079411272, |
|
4.776448633987457, |
|
5.43472889601253, |
|
5.4347483140882105, |
|
5.434621681924909, |
|
5.4339175939094275, |
|
5.434106840053573 |
|
], |
|
"throughput": [ |
|
753.6714486356886, |
|
753.6687558064383, |
|
753.6863170481487, |
|
753.7839743081448, |
|
753.7577233132978 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6160816019400954, |
|
2.6169466378632933, |
|
2.6166480269748718, |
|
2.617080209078267, |
|
2.6169829978607595 |
|
], |
|
"throughput": [ |
|
782.8501979759332, |
|
782.5914255829719, |
|
782.6807346220384, |
|
782.5514834798676, |
|
782.5805523666481 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
56.430621420033276, |
|
4.8645637549925596, |
|
5.5480397078208625, |
|
5.54802481783554, |
|
5.550256815040484, |
|
5.547402599127963, |
|
5.5473431998398155 |
|
], |
|
"throughput": [ |
|
738.2787823645211, |
|
738.2807637832412, |
|
737.983869304996, |
|
738.3635722858622, |
|
738.3714784616672 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6588458560872823, |
|
2.659028538968414, |
|
2.658837374066934, |
|
2.659183202078566, |
|
2.6583607951179147 |
|
], |
|
"throughput": [ |
|
770.2590187058854, |
|
770.2060997038166, |
|
770.2614759275019, |
|
770.1613030644781, |
|
770.3995649353377 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
63.129045754205436, |
|
4.942380326800048, |
|
5.604301246115938, |
|
5.603682572953403, |
|
5.603978948900476, |
|
5.603897121967748, |
|
5.603721676161513 |
|
], |
|
"throughput": [ |
|
730.8672071899657, |
|
730.9478983998225, |
|
730.9092409784395, |
|
730.9199135621773, |
|
730.9427977882218 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7032529849093407, |
|
2.7038086759857833, |
|
2.7035854221321642, |
|
2.7033982782159, |
|
2.7040814720094204 |
|
], |
|
"throughput": [ |
|
757.6057481237495, |
|
757.4500437806748, |
|
757.5125916993808, |
|
757.5650308365114, |
|
757.3736298995896 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
55.3882846031338, |
|
5.022827526088804, |
|
5.70764159085229, |
|
5.706689887912944, |
|
5.7062867800705135, |
|
5.706262188963592, |
|
5.7062603728845716 |
|
], |
|
"throughput": [ |
|
717.6344090288906, |
|
717.7540887013212, |
|
717.8047928305112, |
|
717.8078862064945, |
|
717.8081146566102 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7392756710760295, |
|
2.7399218750651926, |
|
2.739924100926146, |
|
2.739935150137171, |
|
2.739596782019362 |
|
], |
|
"throughput": [ |
|
747.6428975823065, |
|
747.4665678017811, |
|
747.4659605745055, |
|
747.4629463027509, |
|
747.5552655929225 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
34.425130086019635, |
|
6.60544104478322, |
|
7.781997394980863, |
|
7.781587912002578, |
|
7.780646458035335, |
|
7.780431468039751, |
|
7.780154117150232 |
|
], |
|
"throughput": [ |
|
526.3430186499147, |
|
526.3707158897729, |
|
526.4344064585948, |
|
526.4489529694388, |
|
526.467720089369 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.9042546660639346, |
|
3.9050744650885463, |
|
3.9044711829628795, |
|
3.9060449150856584, |
|
3.9042890639975667 |
|
], |
|
"throughput": [ |
|
524.5559460558158, |
|
524.4458251204084, |
|
524.5268575515238, |
|
524.3155274764904, |
|
524.5513245638301 |
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] |
|
} |
|
}, |
|
"(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_512_steps": { |
|
"time": [ |
|
33.517771173035726, |
|
7.721486452035606, |
|
9.098510432057083, |
|
9.098753886064515, |
|
9.098039068980142, |
|
9.098634116817266, |
|
9.098715791013092 |
|
], |
|
"throughput": [ |
|
450.18358011311693, |
|
450.1715346178732, |
|
450.20690381132283, |
|
450.1774604200477, |
|
450.1734194231748 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.562239747028798, |
|
4.563120909966528, |
|
4.562559723854065, |
|
4.562130499863997, |
|
4.562617777846754 |
|
], |
|
"throughput": [ |
|
448.90231850129743, |
|
448.81563307403627, |
|
448.8708365377895, |
|
448.91306815117485, |
|
448.86512517963257 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
40.77745770919137, |
|
14.359132131095976, |
|
15.531763664912432, |
|
15.532874180004, |
|
15.535439781844616, |
|
15.5331723629497, |
|
15.532808401156217 |
|
], |
|
"throughput": [ |
|
527.4352724350565, |
|
527.397563713343, |
|
527.310466587082, |
|
527.3874395123473, |
|
527.3997971538882 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.9045504690147936, |
|
3.904797226889059, |
|
3.904736273922026, |
|
3.9059473839588463, |
|
3.9047093470580876 |
|
], |
|
"throughput": [ |
|
524.516206475558, |
|
524.4830604511661, |
|
524.4912476362794, |
|
524.3286195842873, |
|
524.4948645263489 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.780344533035532, |
|
7.781072847777978, |
|
7.781037978129461, |
|
7.780001768143848, |
|
7.780404553050175 |
|
], |
|
"throughput": [ |
|
526.4548353364411, |
|
526.4055587359891, |
|
526.4079177498973, |
|
526.478029448729, |
|
526.4507741302774 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
41.374789795838296, |
|
16.795806696172804, |
|
18.17286394792609, |
|
18.172068502986804, |
|
18.172877294011414, |
|
18.174518876010552, |
|
18.174512536032125 |
|
], |
|
"throughput": [ |
|
450.78200241161665, |
|
450.80173446702247, |
|
450.78167135919335, |
|
450.7409552839953, |
|
450.74111252001063 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.5621769218705595, |
|
4.562576459953561, |
|
4.562553155934438, |
|
4.562944871839136, |
|
4.56240769312717 |
|
], |
|
"throughput": [ |
|
448.9085002780405, |
|
448.8691900235782, |
|
448.8714826995933, |
|
448.83294835305236, |
|
448.8857940260612 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
9.101272923871875, |
|
9.100594300078228, |
|
9.099586117081344, |
|
9.100924530997872, |
|
9.099477611947805 |
|
], |
|
"throughput": [ |
|
450.0469367594214, |
|
450.0804963874492, |
|
450.13036277673865, |
|
450.0641650250992, |
|
450.13573027773225 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
83.18049552221783, |
|
10.89998953603208, |
|
11.674494977109134, |
|
11.67309005302377, |
|
11.673142550047487, |
|
11.673108463175595, |
|
11.672593768918887 |
|
], |
|
"throughput": [ |
|
701.7005888530967, |
|
701.7850425884416, |
|
701.7818864866578, |
|
701.7839357736439, |
|
701.8148804092873 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6032383758574724, |
|
2.597006920957938, |
|
2.597530559869483, |
|
2.598417049041018, |
|
2.597177382092923 |
|
], |
|
"throughput": [ |
|
786.7124344021764, |
|
788.6001317411084, |
|
788.4411570129535, |
|
788.17216841917, |
|
788.5483733689491 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.395264085847884, |
|
5.39590920205228, |
|
5.396162764867768, |
|
5.396286650095135, |
|
5.396006776019931 |
|
], |
|
"throughput": [ |
|
759.1843392326364, |
|
759.0935737840301, |
|
759.0579043811277, |
|
759.0404783125798, |
|
759.079847379508 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
75.48075783601962, |
|
11.268792700953782, |
|
12.097040456021205, |
|
12.096574255963787, |
|
12.09655666607432, |
|
12.098713696934283, |
|
12.096490226918831 |
|
], |
|
"throughput": [ |
|
677.1904276737785, |
|
677.2165264856886, |
|
677.2175112422748, |
|
677.0967728640267, |
|
677.2212308137113 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.650005704956129, |
|
2.650561919203028, |
|
2.6498867401387542, |
|
2.65002299612388, |
|
2.6503036469221115 |
|
], |
|
"throughput": [ |
|
772.8285249234603, |
|
772.66634865704, |
|
772.8632205211767, |
|
772.8234822850807, |
|
772.7416450482618 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.530653259018436, |
|
5.5318131658714265, |
|
5.532016829121858, |
|
5.5316183478571475, |
|
5.531588476151228 |
|
], |
|
"throughput": [ |
|
740.5996738849881, |
|
740.4443854449587, |
|
740.4171257104059, |
|
740.4704631487672, |
|
740.4744618402846 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
71.9482916619163, |
|
10.957509607076645, |
|
11.748135125031695, |
|
11.74607057007961, |
|
11.746451287996024, |
|
11.746697145979851, |
|
11.746418372960761 |
|
], |
|
"throughput": [ |
|
697.3021601143611, |
|
697.4247218356767, |
|
697.402117384303, |
|
697.3875207809883, |
|
697.4040715983074 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6155812789220363, |
|
2.616087845992297, |
|
2.6157175549305975, |
|
2.6159144090488553, |
|
2.6265136210713536 |
|
], |
|
"throughput": [ |
|
782.999945940906, |
|
782.8483294769416, |
|
782.9591525046516, |
|
782.9002328652838, |
|
779.7408639231126 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.43218231596984, |
|
5.433482530992478, |
|
5.433531776070595, |
|
5.433647279860452, |
|
5.433282066136599 |
|
], |
|
"throughput": [ |
|
754.0247660610258, |
|
753.8443303418196, |
|
753.8374981147406, |
|
753.8214736870433, |
|
753.872143971445 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
64.60407690191641, |
|
11.28362624393776, |
|
12.131555861094967, |
|
12.129654410062358, |
|
12.129995660157874, |
|
12.130512916017324, |
|
12.12956515699625 |
|
], |
|
"throughput": [ |
|
675.2637579052131, |
|
675.369612608599, |
|
675.3506126063511, |
|
675.321815055582, |
|
675.3745821856533 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6576711458619684, |
|
2.6581629188731313, |
|
2.658307363046333, |
|
2.658130223862827, |
|
2.6584712949115783 |
|
], |
|
"throughput": [ |
|
770.5994788665878, |
|
770.4569142316543, |
|
770.4150499937144, |
|
770.4663908541778, |
|
770.3675431515679 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.545586596941575, |
|
5.547506273025647, |
|
5.546936688013375, |
|
5.548968171002343, |
|
5.546572737861425 |
|
], |
|
"throughput": [ |
|
738.6053627327664, |
|
738.3497734678566, |
|
738.425590623962, |
|
738.1552522511794, |
|
738.4740439876178 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
69.6846212327946, |
|
11.281872089020908, |
|
12.083548982162029, |
|
12.085781897883862, |
|
12.084672641940415, |
|
12.082689779810607, |
|
12.082274321932346 |
|
], |
|
"throughput": [ |
|
677.9465215139353, |
|
677.8212671067946, |
|
677.8834845363775, |
|
677.9947304190746, |
|
678.0180437659385 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7024823338724673, |
|
2.703671883791685, |
|
2.703963418956846, |
|
2.7033089459873736, |
|
2.7035359730944037 |
|
], |
|
"throughput": [ |
|
757.8217901115231, |
|
757.4883669418653, |
|
757.4066962747935, |
|
757.5900649609162, |
|
757.5264469870942 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.602640898898244, |
|
5.603986267931759, |
|
5.608670501969755, |
|
5.604378571966663, |
|
5.603359518107027 |
|
], |
|
"throughput": [ |
|
731.0838002852327, |
|
730.9082863815964, |
|
730.2978484048033, |
|
730.857123123046, |
|
730.9900403077731 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
62.012024444993585, |
|
11.619471451966092, |
|
12.45194908301346, |
|
12.453025731025264, |
|
12.452665694989264, |
|
12.450656159082428, |
|
12.450758357997984 |
|
], |
|
"throughput": [ |
|
657.8889734760687, |
|
657.8320945399306, |
|
657.851114022624, |
|
657.957291192573, |
|
657.9518905157862 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7389920810237527, |
|
2.7395781020168215, |
|
2.740076781017706, |
|
2.739700571866706, |
|
2.739624672103673 |
|
], |
|
"throughput": [ |
|
747.720307111848, |
|
747.5603628501426, |
|
747.4243109491779, |
|
747.5269454736753, |
|
747.5476552879063 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.705365495057777, |
|
5.705921925837174, |
|
5.705893540056422, |
|
5.706369834952056, |
|
5.707370854914188 |
|
], |
|
"throughput": [ |
|
717.920701758393, |
|
717.8506914812077, |
|
717.8542626576059, |
|
717.7943453492292, |
|
717.6684508723035 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
129.64871300710365, |
|
11.688326672883704, |
|
12.65236892993562, |
|
12.651169453049079, |
|
12.650771095883101, |
|
12.65150680881925, |
|
12.651011298876256 |
|
], |
|
"throughput": [ |
|
647.4676833535618, |
|
647.5290707631485, |
|
647.5494606542914, |
|
647.5118042294719, |
|
647.5371657226855 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.1825180440209806, |
|
3.182948149042204, |
|
3.1831005099229515, |
|
3.1829889570362866, |
|
3.182580620981753 |
|
], |
|
"throughput": [ |
|
643.5155972949132, |
|
643.4286403993962, |
|
643.3978423287591, |
|
643.4203912246411, |
|
643.502944276786 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
6.33373456611298, |
|
6.334488610969856, |
|
6.335271083982661, |
|
6.334091228898615, |
|
6.333446900127456 |
|
], |
|
"throughput": [ |
|
646.69587227646, |
|
646.6188908930523, |
|
646.5390266181087, |
|
646.6594578417876, |
|
646.725245287455 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
108.64841137011535, |
|
12.975411294028163, |
|
14.048575470922515, |
|
14.047747100004926, |
|
14.04800511104986, |
|
14.047604464925826, |
|
14.048537003109232 |
|
], |
|
"throughput": [ |
|
583.1196207014477, |
|
583.1540062389881, |
|
583.1432958090503, |
|
583.1599274064025, |
|
583.1212174041284 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.529533870983869, |
|
3.530731023987755, |
|
3.53670846298337, |
|
3.5307511519640684, |
|
3.530763446819037 |
|
], |
|
"throughput": [ |
|
580.2465920036952, |
|
580.049849757998, |
|
579.0694996308578, |
|
580.0465430311476, |
|
580.0445231880658 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.029611260164529, |
|
7.0293599190190434, |
|
7.030462878989056, |
|
7.028948365012184, |
|
7.029909861041233 |
|
], |
|
"throughput": [ |
|
582.6780242047314, |
|
582.6988583864692, |
|
582.6074428528927, |
|
582.7329761573658, |
|
582.6532745034831 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
41.878836245974526, |
|
14.359197112964466, |
|
15.532698350958526, |
|
15.53201432316564, |
|
15.532649762928486, |
|
15.532247286988422, |
|
15.53397075086832 |
|
], |
|
"throughput": [ |
|
527.4035338164196, |
|
527.4267605961335, |
|
527.4051835992407, |
|
527.4188498700089, |
|
527.3603337731328 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.907031886978075, |
|
3.904670211020857, |
|
3.9041886050254107, |
|
3.9046802171505988, |
|
3.9040631798561662 |
|
], |
|
"throughput": [ |
|
524.1830779077777, |
|
524.5001214749351, |
|
524.564821833619, |
|
524.498777391432, |
|
524.5816744378232 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.778878058772534, |
|
7.77976277587004, |
|
7.780304825864732, |
|
7.780144352931529, |
|
7.77907363884151 |
|
], |
|
"throughput": [ |
|
526.5540826135957, |
|
526.4942027158314, |
|
526.4575221247524, |
|
526.4683808156648, |
|
526.5408440856452 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_1024_steps": { |
|
"time": [ |
|
42.62912995903753, |
|
16.80043332814239, |
|
18.17629273608327, |
|
18.17751884018071, |
|
18.1770364230033, |
|
18.177401268854737, |
|
18.17734987102449 |
|
], |
|
"throughput": [ |
|
450.696966589748, |
|
450.6665663243268, |
|
450.6785269810488, |
|
450.6694812330638, |
|
450.67075553507476 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.564366594189778, |
|
4.564295978983864, |
|
4.566051228903234, |
|
4.565843865042552, |
|
4.564464887836948 |
|
], |
|
"throughput": [ |
|
448.69314454430696, |
|
448.70008637256257, |
|
448.5276001802393, |
|
448.5479706566605, |
|
448.68348214428386 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
9.101057711057365, |
|
9.099793544970453, |
|
9.101606349926442, |
|
9.101745292078704, |
|
9.10204539494589 |
|
], |
|
"throughput": [ |
|
450.0575790244192, |
|
450.12010214933946, |
|
450.0304498483505, |
|
450.02357993524276, |
|
450.00874224099056 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
96.70209388178773, |
|
30.828299795044586, |
|
32.02456505410373, |
|
32.024432646110654, |
|
32.02461952180602, |
|
32.02462122216821, |
|
32.02297996287234 |
|
], |
|
"throughput": [ |
|
511.60726062384106, |
|
511.6093759116081, |
|
511.6063904785474, |
|
511.6063633145676, |
|
511.6325844439125 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.027605577837676, |
|
4.028912228997797, |
|
4.028356854105368, |
|
4.02826082194224, |
|
4.02783924411051 |
|
], |
|
"throughput": [ |
|
508.4907050653956, |
|
508.325792073521, |
|
508.3958730996852, |
|
508.4079930585402, |
|
508.461206090729 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
8.026852615876123, |
|
8.027175259077922, |
|
8.027625117916614, |
|
8.027472898131236, |
|
8.026858811965212 |
|
], |
|
"throughput": [ |
|
510.2871817901101, |
|
510.2666713758167, |
|
510.23807662097494, |
|
510.24775193617063, |
|
510.2867878894681 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
16.023506029043347, |
|
16.026532182935625, |
|
16.02680660202168, |
|
16.03127933596261, |
|
16.023962527047843 |
|
], |
|
"throughput": [ |
|
511.248910516314, |
|
511.15237572869916, |
|
511.14362351927497, |
|
511.00101422492656, |
|
511.2343458225276 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
86.66930953902192, |
|
35.61715340311639, |
|
36.99655507598072, |
|
36.99238338088617, |
|
36.98074035020545, |
|
36.98813461395912, |
|
36.99888759991154 |
|
], |
|
"throughput": [ |
|
442.85204301729664, |
|
442.90198420860753, |
|
443.0414276416447, |
|
442.95285963993354, |
|
442.82412425932426 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.6488316911272705, |
|
4.648043784080073, |
|
4.648740579839796, |
|
4.647282717982307, |
|
4.648402604972944 |
|
], |
|
"throughput": [ |
|
440.54079305748996, |
|
440.61547075235524, |
|
440.54942727532836, |
|
440.6876285093265, |
|
440.5814586303289 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
9.269186646910384, |
|
9.27017303998582, |
|
9.270306912017986, |
|
9.268097120104358, |
|
9.27038961998187 |
|
], |
|
"throughput": [ |
|
441.8942196363349, |
|
441.8471998669687, |
|
441.84081917395457, |
|
441.94616725745743, |
|
441.83687718704647 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
18.50836483296007, |
|
18.506299224914983, |
|
18.504218779038638, |
|
18.503231444163248, |
|
18.50319441407919 |
|
], |
|
"throughput": [ |
|
442.6106830038017, |
|
442.6600856518699, |
|
442.7098543214265, |
|
442.73347737776504, |
|
442.73436341168525 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
283.6113216439262, |
|
29.704939678078517, |
|
30.684182089054957, |
|
30.68745720316656, |
|
30.682045300025493, |
|
30.68207175284624, |
|
30.68186683487147 |
|
], |
|
"throughput": [ |
|
533.955897942744, |
|
533.8989115823314, |
|
533.9930842220087, |
|
533.992623835127, |
|
533.9961902637152 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.654339331900701, |
|
2.6551338059362024, |
|
2.655214766971767, |
|
2.6547716970089823, |
|
2.654424246866256 |
|
], |
|
"throughput": [ |
|
771.566760657343, |
|
771.3358910278623, |
|
771.3123719689589, |
|
771.4411006819886, |
|
771.5420782558837 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.61524526309222, |
|
5.616316393017769, |
|
5.615968085126951, |
|
5.616505888057873, |
|
5.615829874994233 |
|
], |
|
"throughput": [ |
|
729.4427595036877, |
|
729.3036419907124, |
|
729.3488741233487, |
|
729.2790360478645, |
|
729.3668239912994 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.540457005845383, |
|
12.542285213014111, |
|
12.543767231050879, |
|
12.542690997943282, |
|
12.542610747972503 |
|
], |
|
"throughput": [ |
|
653.2457306923925, |
|
653.150511319885, |
|
653.0733430481314, |
|
653.1293803971813, |
|
653.1335592411832 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
229.4662691128906, |
|
27.51316980505362, |
|
28.318324128864333, |
|
28.31792987487279, |
|
28.31528483214788, |
|
28.321781747974455, |
|
28.31594783696346 |
|
], |
|
"throughput": [ |
|
578.5653107663987, |
|
578.5733657931661, |
|
578.6274126191503, |
|
578.4946775522612, |
|
578.6138643260399 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.648721719160676, |
|
2.649395145010203, |
|
2.649630180094391, |
|
2.649357228074223, |
|
2.649622255936265 |
|
], |
|
"throughput": [ |
|
773.203158785955, |
|
773.0066252507279, |
|
772.9380558033354, |
|
773.0176883276174, |
|
772.9403674095887 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.527158241020516, |
|
5.528396655106917, |
|
5.528634577989578, |
|
5.528737653978169, |
|
5.528336137998849 |
|
], |
|
"throughput": [ |
|
741.0679813002293, |
|
740.9019749363091, |
|
740.8700904752981, |
|
740.8562779340323, |
|
740.9100853774555 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.084364539012313, |
|
12.086424733977765, |
|
12.086012984858826, |
|
12.08488295506686, |
|
12.086813096888363 |
|
], |
|
"throughput": [ |
|
677.9007678520061, |
|
677.7852160838245, |
|
677.8083070291926, |
|
677.8716873352356, |
|
677.7634380818674 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
160.89728697389364, |
|
29.85585246491246, |
|
30.906830590916798, |
|
30.907296895980835, |
|
30.903847079956904, |
|
30.90315332193859, |
|
30.90144317294471 |
|
], |
|
"throughput": [ |
|
530.1093540408214, |
|
530.1013561664969, |
|
530.1605317166502, |
|
530.1724335156686, |
|
530.2017743412308 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.683869153028354, |
|
2.6832730232272297, |
|
2.6834793349262327, |
|
2.6833650241605937, |
|
2.6836798628792167 |
|
], |
|
"throughput": [ |
|
763.0774390357784, |
|
763.2469682629711, |
|
763.1882881841899, |
|
763.2207998390575, |
|
763.1312617902121 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.670354145811871, |
|
5.671876471955329, |
|
5.6718938341364264, |
|
5.671512986999005, |
|
5.6712522429879755 |
|
], |
|
"throughput": [ |
|
722.3534711716921, |
|
722.159592200699, |
|
722.1573816047345, |
|
722.2058751146996, |
|
722.2390795726567 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.651168528944254, |
|
12.649955810047686, |
|
12.650431371992454, |
|
12.651083526900038, |
|
12.651487743016332 |
|
], |
|
"throughput": [ |
|
647.5291180619207, |
|
647.5911950216622, |
|
647.5668504187737, |
|
647.5334687800713, |
|
647.5127800303181 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
137.35247355606407, |
|
27.522530887974426, |
|
28.37901450204663, |
|
28.37908870400861, |
|
28.37415665690787, |
|
28.380837224889547, |
|
28.38003639294766 |
|
], |
|
"throughput": [ |
|
577.3280111195695, |
|
577.3265015971328, |
|
577.4268535312118, |
|
577.2909329690772, |
|
577.3072230475141 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.658857155125588, |
|
2.657541205175221, |
|
2.6576844858936965, |
|
2.6596336141228676, |
|
2.657929088920355 |
|
], |
|
"throughput": [ |
|
770.2557454250547, |
|
770.6371573888609, |
|
770.5956109050023, |
|
770.0308753525131, |
|
770.5246947848008 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.543582699028775, |
|
5.544673672877252, |
|
5.544446535175666, |
|
5.543633163906634, |
|
5.544639918021858 |
|
], |
|
"throughput": [ |
|
738.8723542841007, |
|
738.7269732457485, |
|
738.7572364552029, |
|
738.8656281710968, |
|
738.7314704939967 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.114728055894375, |
|
12.116856234148145, |
|
12.116573262028396, |
|
12.116015960928053, |
|
12.116733029019088 |
|
], |
|
"throughput": [ |
|
676.2017242322013, |
|
676.0829576332698, |
|
676.0987469677218, |
|
676.1298455216393, |
|
676.0898321668465 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
151.41687705507502, |
|
30.938084609108046, |
|
31.996676509967074, |
|
31.9998052790761, |
|
31.99989195098169, |
|
32.00037687900476, |
|
31.995782824000344 |
|
], |
|
"throughput": [ |
|
512.0531813638935, |
|
512.0031155537406, |
|
512.0017287901303, |
|
511.9939700069419, |
|
512.0674837094532 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.8093328590039164, |
|
2.8086980159860104, |
|
2.811649094102904, |
|
2.8086031838320196, |
|
2.810408223187551 |
|
], |
|
"throughput": [ |
|
728.9986992592055, |
|
729.1634730197355, |
|
728.398150500158, |
|
729.1880931380762, |
|
728.7197578995014 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.923281399998814, |
|
5.9234026479534805, |
|
5.92481542006135, |
|
5.922989578917623, |
|
5.9248532759957016 |
|
], |
|
"throughput": [ |
|
691.508595218998, |
|
691.4944405164077, |
|
691.3295536821275, |
|
691.5426653086413, |
|
691.3251365387857 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
13.14876661496237, |
|
13.149204520974308, |
|
13.149862600956112, |
|
13.14909939817153, |
|
13.14736729604192 |
|
], |
|
"throughput": [ |
|
623.0242151136885, |
|
623.0034666304667, |
|
622.9722886537513, |
|
623.0084473419641, |
|
623.0905256953034 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
126.44042193004861, |
|
28.113713545026258, |
|
29.00408712704666, |
|
29.005704591982067, |
|
29.00474124099128, |
|
28.999732573982328, |
|
29.011084098136052 |
|
], |
|
"throughput": [ |
|
564.8859048117299, |
|
564.854404692826, |
|
564.8731655238878, |
|
564.9707271679886, |
|
564.7496641138158 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.737851603887975, |
|
2.738350556930527, |
|
2.7380666360259056, |
|
2.7379421109799296, |
|
2.738111301092431 |
|
], |
|
"throughput": [ |
|
748.0317768470983, |
|
747.8954784721373, |
|
747.9730306974981, |
|
748.0070494503647, |
|
747.960829489621 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.701374079100788, |
|
5.701977181946859, |
|
5.7023912540171295, |
|
5.7022696051280946, |
|
5.7022914588451385 |
|
], |
|
"throughput": [ |
|
718.4233034303926, |
|
718.3473152029485, |
|
718.2951533033647, |
|
718.3104769926059, |
|
718.3077241073794 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.43613904202357, |
|
12.43542565498501, |
|
12.436576209962368, |
|
12.436271118931472, |
|
12.437935608904809 |
|
], |
|
"throughput": [ |
|
658.7253465338406, |
|
658.7631358413581, |
|
658.7021911575443, |
|
658.7183506742219, |
|
658.6301985785345 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
149.74055299698375, |
|
35.49357041087933, |
|
36.50665641203523, |
|
36.49660391686484, |
|
36.497037052875385, |
|
36.49689616402611, |
|
36.49542818288319 |
|
], |
|
"throughput": [ |
|
448.79486675198916, |
|
448.91848121871584, |
|
448.91315358733215, |
|
448.91488652531535, |
|
448.9329435428929 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.800490383990109, |
|
3.801167136989534, |
|
3.8007761519402266, |
|
3.8003768778871745, |
|
3.80044147092849 |
|
], |
|
"throughput": [ |
|
538.8778270897291, |
|
538.7818862450717, |
|
538.8373106252346, |
|
538.8939217887751, |
|
538.8847626430228 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.572794422972947, |
|
7.572933881077915, |
|
7.573692304082215, |
|
7.5734388588462025, |
|
7.574113463051617 |
|
], |
|
"throughput": [ |
|
540.8835591224173, |
|
540.8735985711503, |
|
540.8194359562586, |
|
540.8375344861524, |
|
540.7893636636542 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
15.14917026204057, |
|
15.152103465050459, |
|
15.150337063940242, |
|
15.1505864020437, |
|
15.149791272124276 |
|
], |
|
"throughput": [ |
|
540.7556888133192, |
|
540.6510072278417, |
|
540.714042560678, |
|
540.7051438546933, |
|
540.7335225187782 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
127.67128574196249, |
|
31.310928721912205, |
|
32.143152890959755, |
|
32.14317450998351, |
|
32.14359028800391, |
|
32.14252172713168, |
|
32.14721649186686 |
|
], |
|
"throughput": [ |
|
509.71975448643656, |
|
509.7194116564688, |
|
509.7128184250956, |
|
509.72976355399567, |
|
509.655322853383 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.5257369079627097, |
|
3.5263107938226312, |
|
3.528971403138712, |
|
3.526160300942138, |
|
3.5274556009098887 |
|
], |
|
"throughput": [ |
|
580.8714755133002, |
|
580.7769421764166, |
|
580.3390750569649, |
|
580.8017291365923, |
|
580.5884557332853 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.020283571910113, |
|
7.0217108589131385, |
|
7.021631683921441, |
|
7.021311030955985, |
|
7.021553306141868 |
|
], |
|
"throughput": [ |
|
583.4522150058307, |
|
583.3336180171342, |
|
583.3401956099847, |
|
583.366835900205, |
|
583.3467071192298 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
14.030570456990972, |
|
14.031933253165334, |
|
14.032391175162047, |
|
14.030849732924253, |
|
14.032987820915878 |
|
], |
|
"throughput": [ |
|
583.8679207742545, |
|
583.8112149052621, |
|
583.792163270092, |
|
583.8562992216335, |
|
583.7673419619159 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
91.47326410911046, |
|
30.848803873173892, |
|
32.041127448901534, |
|
32.0417565649841, |
|
32.03719888278283, |
|
32.037002734141424, |
|
32.03798616793938 |
|
], |
|
"throughput": [ |
|
511.34280546553276, |
|
511.3327656294842, |
|
511.4055089505642, |
|
511.4086400641899, |
|
511.39294193202363 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.029019794194028, |
|
4.029655792983249, |
|
4.029508774867281, |
|
4.029479677090421, |
|
4.029306360054761 |
|
], |
|
"throughput": [ |
|
508.3122209901392, |
|
508.23199429741305, |
|
508.2505373294427, |
|
508.2542075206111, |
|
508.27606962409436 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
8.034743387019262, |
|
8.029841230018064, |
|
8.030288406880572, |
|
8.030069394037127, |
|
8.029291219078004 |
|
], |
|
"throughput": [ |
|
509.78603829680475, |
|
510.0972587960852, |
|
510.06885337896887, |
|
510.0827650432957, |
|
510.1322007436591 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
16.029255904024467, |
|
16.03178080311045, |
|
16.03032193193212, |
|
16.031693757046014, |
|
16.032164523145184 |
|
], |
|
"throughput": [ |
|
511.06551976272544, |
|
510.9850303349087, |
|
511.03153353905384, |
|
510.9878047913417, |
|
510.9728002212952 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_2048_steps": { |
|
"time": [ |
|
85.55745342909358, |
|
35.607784010935575, |
|
36.987570953089744, |
|
36.984977477928624, |
|
36.98343583988026, |
|
36.988465113099664, |
|
36.99772459408268 |
|
], |
|
"throughput": [ |
|
442.9596098856924, |
|
442.9906712739629, |
|
443.0091371427606, |
|
442.9489017698525, |
|
442.838044224493 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
4.6473746788688, |
|
4.64805102488026, |
|
4.647722125053406, |
|
4.64846160588786, |
|
4.648326734080911 |
|
], |
|
"throughput": [ |
|
440.67890831184195, |
|
440.6147843552899, |
|
440.6459648179735, |
|
440.57586652021627, |
|
440.58864988649304 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
9.267369821900502, |
|
9.267568846931681, |
|
9.265011813957244, |
|
9.2695058058016, |
|
9.268623704090714 |
|
], |
|
"throughput": [ |
|
441.9808509551866, |
|
441.9713592261156, |
|
442.0933380602489, |
|
441.8790047508676, |
|
441.9210586996025 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
18.50888713216409, |
|
18.50773299089633, |
|
18.510631253942847, |
|
18.50597183010541, |
|
18.5044191039633 |
|
], |
|
"throughput": [ |
|
442.5981930466382, |
|
442.62579344696184, |
|
442.55649024692593, |
|
442.66791688687766, |
|
442.70506163824547 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
149.60705070989206, |
|
83.24563509202562, |
|
84.79918060894124, |
|
84.80129287415184, |
|
84.80477558192797, |
|
84.8015165659599, |
|
84.78753194911405 |
|
], |
|
"throughput": [ |
|
386.4188281619426, |
|
386.4092030840719, |
|
386.39333428037406, |
|
386.40818380308747, |
|
386.47191688119887 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
5.319896633038297, |
|
5.320234737126157, |
|
5.320780530106276, |
|
5.319576758192852, |
|
5.319596987916157 |
|
], |
|
"throughput": [ |
|
384.9698859337323, |
|
384.9454208680786, |
|
384.90593408465463, |
|
384.99303480221596, |
|
384.9915707246579 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
10.617130189901218, |
|
10.61859962111339, |
|
10.617429015925154, |
|
10.619271453935653, |
|
10.618021606002003 |
|
], |
|
"throughput": [ |
|
385.7916335900285, |
|
385.73824667574416, |
|
385.7807755395757, |
|
385.7138427779774, |
|
385.75924517658467 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
21.213322879979387, |
|
21.21457601711154, |
|
21.2153675458394, |
|
21.21430155192502, |
|
21.21323986700736 |
|
], |
|
"throughput": [ |
|
386.1724090256227, |
|
386.1495979647383, |
|
386.1351910260237, |
|
386.15459386908947, |
|
386.1739202195558 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
42.40365711203776, |
|
42.40813736990094, |
|
42.407358977012336, |
|
42.40818216698244, |
|
42.40955648594536 |
|
], |
|
"throughput": [ |
|
386.3817678911668, |
|
386.3409481320087, |
|
386.3480394730839, |
|
386.340540028052, |
|
386.32802032319535 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
157.61793938605115, |
|
106.69662525015883, |
|
108.70137608610094, |
|
108.71030528703704, |
|
108.70096805412322, |
|
108.69514545588754, |
|
108.71230319002643 |
|
], |
|
"throughput": [ |
|
301.4497256598196, |
|
301.4249653101412, |
|
301.45085721485486, |
|
301.46700538064465, |
|
301.4194257546208 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
6.810404666000977, |
|
6.811293404083699, |
|
6.811723471852019, |
|
6.811705603031442, |
|
6.811083412962034 |
|
], |
|
"throughput": [ |
|
300.71634512763416, |
|
300.67710763599246, |
|
300.65812396274146, |
|
300.65891266477666, |
|
300.6863777504902 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
13.615783736109734, |
|
13.603544906014577, |
|
13.60388333001174, |
|
13.604234516154975, |
|
13.603635451057926 |
|
], |
|
"throughput": [ |
|
300.8273397540242, |
|
301.0979879361462, |
|
301.0904975172604, |
|
301.08272502477195, |
|
301.095983844632 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
27.191644912119955, |
|
27.190797199029475, |
|
27.18993358593434, |
|
27.18932635895908, |
|
27.189657135866582 |
|
], |
|
"throughput": [ |
|
301.26901209822114, |
|
301.27840460273075, |
|
301.2879738786053, |
|
301.29470262880113, |
|
301.29103721553446 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
54.36318732309155, |
|
54.36434505996294, |
|
54.36797956493683, |
|
54.36709264898673, |
|
54.37815592298284 |
|
], |
|
"throughput": [ |
|
301.38041580650037, |
|
301.3739976436528, |
|
301.353850761201, |
|
301.358766888289, |
|
301.29745523561104 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
397.97194655099884, |
|
77.17454494698904, |
|
78.74727671290748, |
|
78.7404685812071, |
|
78.74335762998089, |
|
78.73979247594252, |
|
78.73602780909277 |
|
], |
|
"throughput": [ |
|
416.1159771843766, |
|
416.1519557913922, |
|
416.13668741404865, |
|
416.1555291120643, |
|
416.17542707959433 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6328398790210485, |
|
2.6338722619693726, |
|
2.63288446306251, |
|
2.6326279391068965, |
|
2.632819039048627 |
|
], |
|
"throughput": [ |
|
777.8672817586971, |
|
777.5623858344178, |
|
777.8541097157807, |
|
777.9299040238751, |
|
777.8734389356466 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.54237513593398, |
|
5.5435002848971635, |
|
5.543390905950218, |
|
5.5439945119433105, |
|
5.54353386699222 |
|
], |
|
"throughput": [ |
|
739.033338512868, |
|
738.8833389544931, |
|
738.8979181683536, |
|
738.817470178961, |
|
738.8788628836113 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.262731866911054, |
|
12.264763843035325, |
|
12.264769803034142, |
|
12.263933704933152, |
|
12.263644804013893 |
|
], |
|
"throughput": [ |
|
668.040375416244, |
|
667.9296972074935, |
|
667.9293726306553, |
|
667.9749089563961, |
|
667.9906447811304 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
29.310560513054952, |
|
29.313993610907346, |
|
29.315941895125434, |
|
29.314361066091806, |
|
29.3137788658496 |
|
], |
|
"throughput": [ |
|
558.9794160607249, |
|
558.9139513868125, |
|
558.8768069814015, |
|
558.9069454067524, |
|
558.9180458438702 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
332.772841605125, |
|
72.26578642311506, |
|
73.60957468207926, |
|
73.61551330401562, |
|
73.63469606288709, |
|
73.60728373192251, |
|
73.62100380496122 |
|
], |
|
"throughput": [ |
|
445.15948015628993, |
|
445.1235687874033, |
|
445.00760853300415, |
|
445.17333528215704, |
|
445.0903723998369 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.647047637961805, |
|
2.647450600983575, |
|
2.647497728932649, |
|
2.6470332911703736, |
|
2.6474400779698044 |
|
], |
|
"throughput": [ |
|
773.6921582480229, |
|
773.5743961527107, |
|
773.5606258010506, |
|
773.6963516218136, |
|
773.5774709471474 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.525402656989172, |
|
5.525911690900102, |
|
5.526860058074817, |
|
5.528611856978387, |
|
5.52654338395223 |
|
], |
|
"throughput": [ |
|
741.3034405409174, |
|
741.2351534218624, |
|
741.1079631038765, |
|
740.8731352391651, |
|
741.1504290174961 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.08202161709778, |
|
12.083504690090194, |
|
12.084038962842897, |
|
12.084606136893854, |
|
12.083714354084805 |
|
], |
|
"throughput": [ |
|
678.0322250381637, |
|
677.9490065260903, |
|
677.9190323028176, |
|
677.8872151232242, |
|
677.93724346279 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
28.32646549399942, |
|
28.335328135173768, |
|
28.32748272200115, |
|
28.32578358007595, |
|
28.327263769926503 |
|
], |
|
"throughput": [ |
|
578.3990241730204, |
|
578.2181142155855, |
|
578.3782541070976, |
|
578.4129485309041, |
|
578.3827246101331 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
222.79218096402474, |
|
77.47185374400578, |
|
79.10824722493999, |
|
79.10861806594767, |
|
79.11080273194239, |
|
79.10649408795871, |
|
79.10838239989243 |
|
], |
|
"throughput": [ |
|
414.21724219000805, |
|
414.21530044531266, |
|
414.203861778909, |
|
414.2264219618326, |
|
414.21653440412854 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6608708400744945, |
|
2.6611314478795975, |
|
2.6615614120382816, |
|
2.6614037931431085, |
|
2.6613469258882105 |
|
], |
|
"throughput": [ |
|
769.6728338541467, |
|
769.5974588673012, |
|
769.4731336037808, |
|
769.5187048566273, |
|
769.5351478148573 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.597714132163674, |
|
5.599817632930353, |
|
5.598905280930921, |
|
5.5989096311386675, |
|
5.598693175939843 |
|
], |
|
"throughput": [ |
|
731.7272556783425, |
|
731.4523915766496, |
|
731.5715831004314, |
|
731.5710146882624, |
|
731.5992984938689 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.37341667781584, |
|
12.374915536958724, |
|
12.3737228771206, |
|
12.374279316980392, |
|
12.374802214093506 |
|
], |
|
"throughput": [ |
|
662.0645059733052, |
|
661.9843162188788, |
|
662.0481225700686, |
|
662.0183519502965, |
|
661.9903783730971 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
29.52009658003226, |
|
29.52354443212971, |
|
29.52125176996924, |
|
29.523184847086668, |
|
29.523283808026463 |
|
], |
|
"throughput": [ |
|
555.0117343139835, |
|
554.9469183032684, |
|
554.990016265732, |
|
554.9536774186056, |
|
554.9518172346973 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
194.0304489650298, |
|
72.29846954904497, |
|
73.74185862997547, |
|
73.74309226078913, |
|
73.74464213801548, |
|
73.75065284082666, |
|
73.76164322183467 |
|
], |
|
"throughput": [ |
|
444.36091805638426, |
|
444.353484447295, |
|
444.34414555397296, |
|
444.3079313578685, |
|
444.24173010153504 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.657409266103059, |
|
2.6583779910579324, |
|
2.657454963074997, |
|
2.6575979590415955, |
|
2.659200367052108 |
|
], |
|
"throughput": [ |
|
770.6754191473399, |
|
770.3945815414213, |
|
770.6621667936814, |
|
770.6207001824182, |
|
770.1563317210044 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.5434907579328865, |
|
5.5445860279724, |
|
5.544347790069878, |
|
5.545938167022541, |
|
5.544426487060264 |
|
], |
|
"throughput": [ |
|
738.8846087888777, |
|
738.7386505206533, |
|
738.7703937577797, |
|
738.558540799424, |
|
738.7599077306478 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.117241251980886, |
|
12.118535063927993, |
|
12.11956681497395, |
|
12.12486012512818, |
|
12.119490351062268 |
|
], |
|
"throughput": [ |
|
676.0614755162029, |
|
675.9892971209276, |
|
675.9317494647277, |
|
675.6366601724733, |
|
675.9360140323041 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
28.384345553815365, |
|
28.39049477200024, |
|
28.390886812936515, |
|
28.389159437967464, |
|
28.388880810001865 |
|
], |
|
"throughput": [ |
|
577.2195793253967, |
|
577.0945568781883, |
|
577.0865879587287, |
|
577.1217015354162, |
|
577.1273658039964 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
204.68620377010666, |
|
79.34970332379453, |
|
81.01237513800152, |
|
81.01449810084887, |
|
81.01064900495112, |
|
81.01312011992559, |
|
81.01279158098623 |
|
], |
|
"throughput": [ |
|
404.48141341592503, |
|
404.47081409070233, |
|
404.4900318968846, |
|
404.47769387838383, |
|
404.4793341955479 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7779154148884118, |
|
2.7803899589926004, |
|
2.7787341598886997, |
|
2.778204136993736, |
|
2.7786525511182845 |
|
], |
|
"throughput": [ |
|
737.2434700580211, |
|
736.5873241543563, |
|
737.0262436627012, |
|
737.1668527627053, |
|
737.0478900558369 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.827223364030942, |
|
5.827840093988925, |
|
5.8284437789116055, |
|
5.828719629906118, |
|
5.828613532008603 |
|
], |
|
"throughput": [ |
|
702.9076704495192, |
|
702.8332853924361, |
|
702.760488969644, |
|
702.7272300050523, |
|
702.7400217060667 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.82282259198837, |
|
12.824971847003326, |
|
12.824240285204723, |
|
12.82416884880513, |
|
12.82461025682278 |
|
], |
|
"throughput": [ |
|
638.8609014304166, |
|
638.7538388175204, |
|
638.7902766802551, |
|
638.7938350299619, |
|
638.7718484966668 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
30.416603754041716, |
|
30.417930137831718, |
|
30.418891972862184, |
|
30.416648362996057, |
|
30.41640533087775 |
|
], |
|
"throughput": [ |
|
538.6531689233357, |
|
538.6296807757709, |
|
538.6126494882448, |
|
538.6523789364071, |
|
538.6566828581645 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
176.16359193599783, |
|
73.54475812800229, |
|
74.99322955589741, |
|
74.9920248708222, |
|
74.99208220187575, |
|
74.99245045590214, |
|
74.9911479849834 |
|
], |
|
"throughput": [ |
|
436.94611092293127, |
|
436.95313010209605, |
|
436.95279605371974, |
|
436.95065037604803, |
|
436.95823947863323 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7383587518706918, |
|
2.7382919010706246, |
|
2.7381158319767565, |
|
2.738103657029569, |
|
2.73797467793338 |
|
], |
|
"throughput": [ |
|
747.8932402852337, |
|
747.9114988432269, |
|
747.9595918049479, |
|
747.9629175988802, |
|
747.9981522494678 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.700150187825784, |
|
5.70191267109476, |
|
5.7011940779630095, |
|
5.701053438009694, |
|
5.703996611991897 |
|
], |
|
"throughput": [ |
|
718.5775576138535, |
|
718.3554425104116, |
|
718.4459858737993, |
|
718.4637093017607, |
|
718.0929931460167 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.435351070947945, |
|
12.438106237910688, |
|
12.438345051836222, |
|
12.44043832598254, |
|
12.438329983968288 |
|
], |
|
"throughput": [ |
|
658.7670869331979, |
|
658.6211633271968, |
|
658.6085179226193, |
|
658.4976980184498, |
|
658.6093157649487 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
29.017434333916754, |
|
29.01938671595417, |
|
29.01690036500804, |
|
29.018177535850555, |
|
29.0215317949187 |
|
], |
|
"throughput": [ |
|
564.6260731207968, |
|
564.5880859016385, |
|
564.636463368008, |
|
564.61161214409, |
|
564.5463552984694 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
203.88561624707654, |
|
87.26176274102181, |
|
88.90336053702049, |
|
88.9098678289447, |
|
88.90984660596587, |
|
88.90547586302273, |
|
88.90758083807305 |
|
], |
|
"throughput": [ |
|
368.5799929503788, |
|
368.553016669004, |
|
368.5531046434317, |
|
368.57122333483574, |
|
368.5624970460078 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.6692010301630944, |
|
3.6697267789859325, |
|
3.6695902599021792, |
|
3.6693239770829678, |
|
3.668987113982439 |
|
], |
|
"throughput": [ |
|
558.1596601451317, |
|
558.0796945776793, |
|
558.1004567127322, |
|
558.1409580595592, |
|
558.1922030184057 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.307277519023046, |
|
7.307902266969904, |
|
7.308129773940891, |
|
7.308681027032435, |
|
7.309624104993418 |
|
], |
|
"throughput": [ |
|
560.5370795534832, |
|
560.4891595927618, |
|
560.4717111901041, |
|
560.4294379314445, |
|
560.3571320722091 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
14.611495162826031, |
|
14.611453870078549, |
|
14.61236523813568, |
|
14.609009174862877, |
|
14.609315603040159 |
|
], |
|
"throughput": [ |
|
560.6544647697486, |
|
560.6560492091511, |
|
560.6210812894502, |
|
560.7498702989138, |
|
560.7381086554983 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
34.01079914509319, |
|
34.011254779063165, |
|
34.022881081094965, |
|
34.021704298909754, |
|
34.015251979930326 |
|
], |
|
"throughput": [ |
|
481.72934514429824, |
|
481.72289162603175, |
|
481.5582772354889, |
|
481.57493393195574, |
|
481.6662833974267 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
177.62109357398003, |
|
79.96649391693063, |
|
81.41985240089707, |
|
81.41768090892583, |
|
81.43828061688691, |
|
81.43472468201071, |
|
81.45553956902586 |
|
], |
|
"throughput": [ |
|
402.4571284980488, |
|
402.4678624370845, |
|
402.36605871078865, |
|
402.38362845768415, |
|
402.28080463738405 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.531170394970104, |
|
3.5306538310833275, |
|
3.5302532659843564, |
|
3.5299290530383587, |
|
3.5298698369879276 |
|
], |
|
"throughput": [ |
|
579.9776762167091, |
|
580.06253175254, |
|
580.1283493548293, |
|
580.1816323297489, |
|
580.1913652848963 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.0278284379746765, |
|
7.028136624023318, |
|
7.028950521955267, |
|
7.030050954082981, |
|
7.0288735860958695 |
|
], |
|
"throughput": [ |
|
582.8258381874232, |
|
582.800281087195, |
|
582.7327973366645, |
|
582.6415806589689, |
|
582.7391757482283 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
14.04311722307466, |
|
14.046666627051309, |
|
14.046342988032848, |
|
14.046750185079873, |
|
14.04616928496398 |
|
], |
|
"throughput": [ |
|
583.3462663502861, |
|
583.1988625845015, |
|
583.2122999544714, |
|
583.195393387244, |
|
583.2195122957332 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
32.18770427000709, |
|
32.18898278893903, |
|
32.19084103195928, |
|
32.19088232284412, |
|
32.191026682034135 |
|
], |
|
"throughput": [ |
|
509.01424539515295, |
|
508.9940277836294, |
|
508.9646456808586, |
|
508.9639928375982, |
|
508.9617104118005 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
175.71734177903272, |
|
82.16287233587354, |
|
83.7002579618711, |
|
83.68720920803025, |
|
83.68359385989606, |
|
83.68806711398065, |
|
83.68707079906017 |
|
], |
|
"throughput": [ |
|
391.49222234090564, |
|
391.55326495050247, |
|
391.57018106632137, |
|
391.54925104640023, |
|
391.5539125354116 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
5.25203667092137, |
|
5.253032207023352, |
|
5.252434224123135, |
|
5.252340387087315, |
|
5.252159532159567 |
|
], |
|
"throughput": [ |
|
389.9439642794263, |
|
389.87006347720563, |
|
389.91444968392767, |
|
389.9214158006462, |
|
389.93484250808916 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
10.481056615011767, |
|
10.481295638019219, |
|
10.481129143154249, |
|
10.480466006090865, |
|
10.480638089124113 |
|
], |
|
"throughput": [ |
|
390.8002933724637, |
|
390.7913812813768, |
|
390.79758908183123, |
|
390.8223162614672, |
|
390.81589929629087 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
20.9368709938135, |
|
20.938482692930847, |
|
20.939133716979995, |
|
20.937129725003615, |
|
20.93841483700089 |
|
], |
|
"throughput": [ |
|
391.2714561034741, |
|
391.2413387415959, |
|
391.2291745554369, |
|
391.26662095506435, |
|
391.24260665251865 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
41.853646831121296, |
|
41.85530585912056, |
|
41.85735533898696, |
|
41.85601719492115, |
|
41.86961060296744 |
|
], |
|
"throughput": [ |
|
391.45931694098584, |
|
391.44380058161283, |
|
391.4246341488169, |
|
391.4371480616663, |
|
391.3100638876926 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
178.7210195059888, |
|
105.15613970602863, |
|
107.11372311296873, |
|
107.11202927306294, |
|
107.11319703399204, |
|
107.11651190696284, |
|
107.11878217710182 |
|
], |
|
"throughput": [ |
|
305.91785111830023, |
|
305.92268881830114, |
|
305.9193536124328, |
|
305.9098865024749, |
|
305.90340306356313 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
6.709783351048827, |
|
6.714765063952655, |
|
6.709561828058213, |
|
6.709648136980832, |
|
6.709332162048668 |
|
], |
|
"throughput": [ |
|
305.2259503549948, |
|
304.99950191771, |
|
305.236027699398, |
|
305.23210132469734, |
|
305.24647618201266 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
13.403110755840316, |
|
13.403210381045938, |
|
13.403618997894228, |
|
13.404921562876552, |
|
13.40423140884377 |
|
], |
|
"throughput": [ |
|
305.6006978242118, |
|
305.5984263137682, |
|
305.58910997421674, |
|
305.55941568083614, |
|
305.5751482548685 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
26.7919667030219, |
|
26.789734686957672, |
|
26.789552630856633, |
|
26.790938839083537, |
|
26.791091615101323 |
|
], |
|
"throughput": [ |
|
305.76329430403536, |
|
305.78876930752875, |
|
305.79084738295796, |
|
305.77502525029956, |
|
305.773281570297 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
53.55969834094867, |
|
53.56121483701281, |
|
53.561223527183756, |
|
53.5606277580373, |
|
53.56103046704084 |
|
], |
|
"throughput": [ |
|
305.90164820763624, |
|
305.89298711496065, |
|
305.8929374846092, |
|
305.8963400133304, |
|
305.8940400723248 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
143.41625619796105, |
|
83.2476093149744, |
|
84.79308184003457, |
|
84.79129693796858, |
|
84.78546268795617, |
|
84.79051199997775, |
|
84.79567735106684 |
|
], |
|
"throughput": [ |
|
386.44662145690256, |
|
386.454756364587, |
|
386.48134905625415, |
|
386.45833392312335, |
|
386.4347927116091 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
5.31933460989967, |
|
5.320651908870786, |
|
5.320473766885698, |
|
5.319684237940237, |
|
5.322181019000709 |
|
], |
|
"throughput": [ |
|
385.0105605668278, |
|
384.91523878596513, |
|
384.92812665417625, |
|
384.9852563416393, |
|
384.8046492008518 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
10.618574102874845, |
|
10.619480031076819, |
|
10.618314641993493, |
|
10.617920249002054, |
|
10.618451755028218 |
|
], |
|
"throughput": [ |
|
385.73917367031976, |
|
385.70626697479315, |
|
385.74859929287356, |
|
385.76292757378457, |
|
385.7436182313864 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
21.213750714901835, |
|
21.213370493846014, |
|
21.213245779043064, |
|
21.217773742042482, |
|
21.21543558104895 |
|
], |
|
"throughput": [ |
|
386.1646207733288, |
|
386.17154225333945, |
|
386.1738125946299, |
|
386.09140146347016, |
|
386.1339527394688 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
42.40555591089651, |
|
42.40858530602418, |
|
42.40881715505384, |
|
42.40587868378498, |
|
42.40600243303925 |
|
], |
|
"throughput": [ |
|
386.3644668266211, |
|
386.336867447277, |
|
386.3347553433833, |
|
386.36152600853575, |
|
386.3603985278024 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_4096_steps": { |
|
"time": [ |
|
157.10902845091186, |
|
106.72279540705495, |
|
108.70971238589846, |
|
108.74373109894805, |
|
108.774017135147, |
|
108.7157701770775, |
|
108.70491691515781 |
|
], |
|
"throughput": [ |
|
301.4266092773747, |
|
301.33231285014267, |
|
301.24841265434907, |
|
301.40981337507066, |
|
301.4399065828349 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
6.812239798018709, |
|
6.811443539103493, |
|
6.813451624941081, |
|
6.812357380986214, |
|
6.811296698870137 |
|
], |
|
"throughput": [ |
|
300.63533591340195, |
|
300.6704802356114, |
|
300.5818655119181, |
|
300.63014687340353, |
|
300.67696219131426 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
13.603908866876736, |
|
13.604806942865252, |
|
13.606079204007983, |
|
13.604536307044327, |
|
13.604664813959971 |
|
], |
|
"throughput": [ |
|
301.0899323188706, |
|
301.07005687045483, |
|
301.0419047680855, |
|
301.0760460743614, |
|
301.07320217084856 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
27.189852091949433, |
|
27.192103374982253, |
|
27.19420089200139, |
|
27.19287119084038, |
|
27.19455543300137 |
|
], |
|
"throughput": [ |
|
301.28887690512835, |
|
301.26393265836674, |
|
301.2406958576785, |
|
301.2554261927069, |
|
301.2367685209067 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
54.360277018044144, |
|
54.36584153980948, |
|
54.3680272300262, |
|
54.36892705201171, |
|
54.370233942056075 |
|
], |
|
"throughput": [ |
|
301.39655091458707, |
|
301.36570199143864, |
|
301.3535865607332, |
|
301.3485990688458, |
|
301.34135559285806 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
324.60862946812995, |
|
257.97415054100566, |
|
260.25884902314283, |
|
260.2484952781815, |
|
260.24440069682896, |
|
260.2470897359308, |
|
260.2366531260777 |
|
], |
|
"throughput": [ |
|
251.81084234400953, |
|
251.8208604047762, |
|
251.82482245351358, |
|
251.82222043865502, |
|
251.83231959354148 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
8.162552980938926, |
|
8.163176778936759, |
|
8.162087523145601, |
|
8.160841926001012, |
|
8.16225633607246 |
|
], |
|
"throughput": [ |
|
250.90189365783712, |
|
250.88272071779744, |
|
250.916201791808, |
|
250.95449937278272, |
|
250.9110123078373 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
16.294909358024597, |
|
16.293397984001786, |
|
16.294318652013317, |
|
16.294577462831512, |
|
16.29436491499655 |
|
], |
|
"throughput": [ |
|
251.3668477684954, |
|
251.39016453300863, |
|
251.37596038689844, |
|
251.37196772012751, |
|
251.37524667992668 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
32.55553922103718, |
|
32.55540008097887, |
|
32.555076678982005, |
|
32.55572730395943, |
|
32.55414449493401 |
|
], |
|
"throughput": [ |
|
251.63152557173382, |
|
251.632601031567, |
|
251.63510074878323, |
|
251.6300718308231, |
|
251.64230628990475 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
65.07879379182123, |
|
65.07962140603922, |
|
65.07911209901795, |
|
65.07680525095202, |
|
65.07751715718769 |
|
], |
|
"throughput": [ |
|
251.75635633952174, |
|
251.7531547668101, |
|
251.7551249788369, |
|
251.76404921568144, |
|
251.76129507870166 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
130.13053692085668, |
|
130.1018422760535, |
|
130.11736595095135, |
|
130.12421888904646, |
|
130.1258360950742 |
|
], |
|
"throughput": [ |
|
251.80868976148906, |
|
251.86422749089132, |
|
251.8341787855752, |
|
251.82091604284997, |
|
251.81778640837032 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
404.0394133599475, |
|
353.40834645810537, |
|
356.5514460520353, |
|
356.55446968693286, |
|
356.5993243569974, |
|
356.5543824271299, |
|
356.5562856560573 |
|
], |
|
"throughput": [ |
|
183.8051723689704, |
|
183.80361367378978, |
|
183.7804940269344, |
|
183.8036586561765, |
|
183.80267754757125 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
11.16151111992076, |
|
11.162154192104936, |
|
11.162184349028394, |
|
11.161724779987708, |
|
11.161504883086309 |
|
], |
|
"throughput": [ |
|
183.48769964891093, |
|
183.477128585857, |
|
183.47663288487678, |
|
183.4841872890415, |
|
183.48780217831163 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
22.309692580020055, |
|
22.305916351964697, |
|
22.30573646305129, |
|
22.30423984094523, |
|
22.304120865883306 |
|
], |
|
"throughput": [ |
|
183.5973304118168, |
|
183.62841209342318, |
|
183.62989300016557, |
|
183.6422146286612, |
|
183.64319421642386 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
44.58676202688366, |
|
44.58863029303029, |
|
44.589764629956335, |
|
44.59193904604763, |
|
44.59277627011761 |
|
], |
|
"throughput": [ |
|
183.73166445817753, |
|
183.72396609098132, |
|
183.71929226323934, |
|
183.71033364439646, |
|
183.70688450473537 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
89.17200241796672, |
|
89.1591998199001, |
|
89.16329614422284, |
|
89.15867065801285, |
|
89.15610097697936 |
|
], |
|
"throughput": [ |
|
183.73479966508958, |
|
183.7611826159877, |
|
183.75274029235817, |
|
183.7622732492764, |
|
183.76756969475872 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
178.3173200909514, |
|
178.3294425329659, |
|
178.35282560507767, |
|
178.34444347210228, |
|
178.30279168998823 |
|
], |
|
"throughput": [ |
|
183.76229512246238, |
|
183.74980336711656, |
|
183.7257127204555, |
|
183.73434777139983, |
|
183.77726837262938 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
741.5019906209782, |
|
275.53701118403114, |
|
278.96056299097836, |
|
278.9594412280712, |
|
278.95483099203557, |
|
278.960112744011, |
|
278.95776686794125 |
|
], |
|
"throughput": [ |
|
234.9292649015748, |
|
234.9302096085688, |
|
234.93409225764984, |
|
234.92964408191006, |
|
234.93161970652272 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6727157649584115, |
|
2.672659806907177, |
|
2.6725454130209982, |
|
2.6723942160606384, |
|
2.6721531939692795 |
|
], |
|
"throughput": [ |
|
766.2618026394841, |
|
766.2778460270863, |
|
766.3106452829091, |
|
766.3540011020326, |
|
766.4231244758286 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.632432882906869, |
|
5.632721747038886, |
|
5.632933529093862, |
|
5.632989746984094, |
|
5.632792667951435 |
|
], |
|
"throughput": [ |
|
727.2168324331769, |
|
727.1795384093421, |
|
727.1521985559273, |
|
727.1449414927482, |
|
727.1703826957395 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.559293355094269, |
|
12.560229727998376, |
|
12.561804125085473, |
|
12.562886701198295, |
|
12.562747384887189 |
|
], |
|
"throughput": [ |
|
652.2659968506255, |
|
652.2173700166466, |
|
652.1356262545814, |
|
652.0794300579513, |
|
652.0866613822756 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
30.74610339687206, |
|
30.74866277584806, |
|
30.747112809913233, |
|
30.750241264002398, |
|
30.754001891007647 |
|
], |
|
"throughput": [ |
|
532.8805341123916, |
|
532.8361795579946, |
|
532.8630398987448, |
|
532.808827720641, |
|
532.7436753780853 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
87.37556688510813, |
|
87.38373616710305, |
|
87.38332340493798, |
|
87.38525648298673, |
|
87.38479079818353 |
|
], |
|
"throughput": [ |
|
375.02474854426174, |
|
374.9896884397124, |
|
374.9914597337036, |
|
374.98316442407753, |
|
374.98516275764945 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
602.007404911099, |
|
214.08803071803413, |
|
216.47272628406063, |
|
216.53707874403335, |
|
216.63703452702612, |
|
216.51908284495585, |
|
216.5063325180672 |
|
], |
|
"throughput": [ |
|
302.7448359198937, |
|
302.65486345398404, |
|
302.5152192610179, |
|
302.6800184948537, |
|
302.6978436971634 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6665768940001726, |
|
2.666958254063502, |
|
2.66676038200967, |
|
2.666652707150206, |
|
2.666680464055389 |
|
], |
|
"throughput": [ |
|
768.0258553983658, |
|
767.9160320112142, |
|
767.9730109296987, |
|
768.0040203617865, |
|
767.9960263726075 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.545601858990267, |
|
5.546486975857988, |
|
5.546530570136383, |
|
5.545845209155232, |
|
5.546279239933938 |
|
], |
|
"throughput": [ |
|
738.6033300172386, |
|
738.4854625691046, |
|
738.4796582666781, |
|
738.5709203059278, |
|
738.5131225467811 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.103930815123022, |
|
12.105610329890624, |
|
12.105169938877225, |
|
12.10630123410374, |
|
12.105024524964392 |
|
], |
|
"throughput": [ |
|
676.80492602987, |
|
676.7110270989547, |
|
676.7356461217778, |
|
676.6724073346978, |
|
676.7437755376293 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
28.35011474811472, |
|
28.354937602067366, |
|
28.35486761899665, |
|
28.35505930101499, |
|
28.353898199973628 |
|
], |
|
"throughput": [ |
|
577.9165321046729, |
|
577.8182350436715, |
|
577.8196611654558, |
|
577.81575506751, |
|
577.8394168042558 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
73.65890921419486, |
|
73.66752571403049, |
|
73.6674343131017, |
|
73.66704064793885, |
|
73.6690469479654 |
|
], |
|
"throughput": [ |
|
444.86132566412283, |
|
444.8092925938886, |
|
444.8098444793025, |
|
444.8122214736588, |
|
444.80010747451365 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
452.8587114380207, |
|
275.69545627501793, |
|
279.2285420880653, |
|
279.2273603868671, |
|
279.23797862092033, |
|
279.23207556805573, |
|
279.2276090560481 |
|
], |
|
"throughput": [ |
|
234.70380037056077, |
|
234.70479364629756, |
|
234.69586882008065, |
|
234.70083036369246, |
|
234.70458462739353 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.698462776839733, |
|
2.69853582396172, |
|
2.6980975868646055, |
|
2.6984469110611826, |
|
2.6979731938336045 |
|
], |
|
"throughput": [ |
|
758.9506209155445, |
|
758.9300767530044, |
|
759.0533455759588, |
|
758.9550832388287, |
|
759.0883425679837 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.684275311883539, |
|
5.685001228004694, |
|
5.6845851871185005, |
|
5.684659155784175, |
|
5.684341424843296 |
|
], |
|
"throughput": [ |
|
720.5843797602321, |
|
720.4923685544396, |
|
720.5450996286768, |
|
720.535723910957, |
|
720.5759988480842 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.660148939816281, |
|
12.660926623037085, |
|
12.661962691927329, |
|
12.661865919129923, |
|
12.663189535029233 |
|
], |
|
"throughput": [ |
|
647.0697966463955, |
|
647.0300511097121, |
|
646.9771076819578, |
|
646.9820524337794, |
|
646.9144268384425 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
30.950782516039908, |
|
30.953951023053378, |
|
30.950462313834578, |
|
30.951313611119986, |
|
30.95171813108027 |
|
], |
|
"throughput": [ |
|
529.3565676896592, |
|
529.3023817152709, |
|
529.3620442198209, |
|
529.347484434834, |
|
529.3405661880835 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
87.6833971189335, |
|
87.6832322939299, |
|
87.68808724498376, |
|
87.68584537389688, |
|
87.69016785197891 |
|
], |
|
"throughput": [ |
|
373.7081485968613, |
|
373.70885108518576, |
|
373.68816026802443, |
|
373.69771438338296, |
|
373.6792938441219 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
362.0818806490861, |
|
214.1560512140859, |
|
216.681465765927, |
|
216.6677535471972, |
|
216.67156349797733, |
|
216.66236495692283, |
|
216.64455828396603 |
|
], |
|
"throughput": [ |
|
302.4531875319513, |
|
302.47232884022196, |
|
302.46701016957303, |
|
302.47985160242285, |
|
302.50471333832877 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.6754541359841824, |
|
2.6753243959974498, |
|
2.675044104922563, |
|
2.6750968790147454, |
|
2.675018283072859 |
|
], |
|
"throughput": [ |
|
765.4775211635726, |
|
765.5146430332003, |
|
765.5948536442114, |
|
765.5797500516284, |
|
765.6022439022032 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.560882625868544, |
|
5.561693569179624, |
|
5.56105950800702, |
|
5.561727745924145, |
|
5.561298039974645 |
|
], |
|
"throughput": [ |
|
736.5737196008976, |
|
736.4663207441289, |
|
736.5502911994427, |
|
736.4617951681852, |
|
736.5186995118634 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.135022077010944, |
|
12.136071434011683, |
|
12.136918089119717, |
|
12.13709987490438, |
|
12.137150802882388 |
|
], |
|
"throughput": [ |
|
675.0708773343924, |
|
675.012506686611, |
|
674.9654187205741, |
|
674.9553092941438, |
|
674.9524771542366 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
28.407008371083066, |
|
28.408147427951917, |
|
28.407794488826767, |
|
28.407924188068137, |
|
28.408162218984216 |
|
], |
|
"throughput": [ |
|
576.7590795191973, |
|
576.7359537102066, |
|
576.7431190916312, |
|
576.7404859127859, |
|
576.7356534260821 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
73.74655310204253, |
|
73.77258258895017, |
|
73.76518656918779, |
|
73.75378399481997, |
|
73.74950957088731 |
|
], |
|
"throughput": [ |
|
444.332631447319, |
|
444.17585571835554, |
|
444.22039072951264, |
|
444.2890686436025, |
|
444.3148190497961 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
411.5561375999823, |
|
280.43942082696594, |
|
283.7844750660006, |
|
283.7728849190753, |
|
283.77605351107195, |
|
283.7828645349946, |
|
283.7724861050956 |
|
], |
|
"throughput": [ |
|
230.93581840499942, |
|
230.94525052557145, |
|
230.94267183274863, |
|
230.93712901724004, |
|
230.94557509613048 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.8264528091531247, |
|
2.8260927360970527, |
|
2.8261938490904868, |
|
2.826155297923833, |
|
2.8261774068232626 |
|
], |
|
"throughput": [ |
|
724.5831217729163, |
|
724.6754410573129, |
|
724.6495142783918, |
|
724.6593991152977, |
|
724.6537301782604 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.937423037132248, |
|
5.938565985998139, |
|
5.937502535991371, |
|
5.937802092870697, |
|
5.938570242142305 |
|
], |
|
"throughput": [ |
|
689.8615736800105, |
|
689.7288014745457, |
|
689.8523369331244, |
|
689.8175344910734, |
|
689.7283071492966 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
13.164909315062687, |
|
13.167579106986523, |
|
13.165145927108824, |
|
13.16528020100668, |
|
13.164881533943117 |
|
], |
|
"throughput": [ |
|
622.2602681073608, |
|
622.1341017540153, |
|
622.2490844656388, |
|
622.2427380902687, |
|
622.2615812287032 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
32.05751512083225, |
|
32.05877873906866, |
|
32.06005029613152, |
|
32.060243350919336, |
|
32.061089497990906 |
|
], |
|
"throughput": [ |
|
511.0814090937767, |
|
511.0612644777239, |
|
511.04099490377126, |
|
511.0379176061427, |
|
511.0244304401039 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
89.97149324486963, |
|
89.97644704789855, |
|
89.97545056394301, |
|
89.97790753096342, |
|
89.97909290995449 |
|
], |
|
"throughput": [ |
|
364.2042475700324, |
|
364.1841956990823, |
|
364.1882290626898, |
|
364.17828441635845, |
|
364.17348675421954 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
325.493270535022, |
|
216.76218247110955, |
|
219.35743769886903, |
|
219.3345186628867, |
|
219.2817939510569, |
|
219.26370084099472, |
|
219.2562001380138 |
|
], |
|
"throughput": [ |
|
298.7635189738446, |
|
298.7947378256848, |
|
298.8665808463217, |
|
298.8912425934345, |
|
298.90146759246704 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
2.7568884529173374, |
|
2.756890698103234, |
|
2.7567688378039747, |
|
2.756562071852386, |
|
2.7572210198268294 |
|
], |
|
"throughput": [ |
|
742.8664724656552, |
|
742.8658674821756, |
|
742.8987051491138, |
|
742.9544289651209, |
|
742.7768703608052 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
5.72032271604985, |
|
5.721527631860226, |
|
5.721943502081558, |
|
5.721570098074153, |
|
5.721582191996276 |
|
], |
|
"throughput": [ |
|
716.0435177035745, |
|
715.8927236830066, |
|
715.8406926789711, |
|
715.8874102370413, |
|
715.885897039066 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
12.457271608058363, |
|
12.45870694797486, |
|
12.459022531053051, |
|
12.458362344885245, |
|
12.458389024017379 |
|
], |
|
"throughput": [ |
|
657.6078821867187, |
|
657.5321206452804, |
|
657.5154655657889, |
|
657.5503082363958, |
|
657.5489001192208 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
29.033736309967935, |
|
29.03541259188205, |
|
29.031911920988932, |
|
29.036426740931347, |
|
29.036674686009064 |
|
], |
|
"throughput": [ |
|
564.3090446604009, |
|
564.2764657864985, |
|
564.3445063001521, |
|
564.2567574233992, |
|
564.2519392172139 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
75.01764879398979, |
|
75.02150097186677, |
|
75.034204156138, |
|
75.0162267331034, |
|
75.00683545996435 |
|
], |
|
"throughput": [ |
|
436.80387917763267, |
|
436.78145032432866, |
|
436.7075038446915, |
|
436.8121595422772, |
|
436.86685085508304 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
416.5740359888878, |
|
299.70725960098207, |
|
303.3123755699489, |
|
303.3027855940163, |
|
303.30263255001046, |
|
303.30162049503997, |
|
303.29622073611245 |
|
], |
|
"throughput": [ |
|
216.06767569853508, |
|
216.07450743206402, |
|
216.07461646147766, |
|
216.07533745792082, |
|
216.0791843727608 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.821928210090846, |
|
3.8216340008657426, |
|
3.8210564460605383, |
|
3.8213288981933147, |
|
3.8209057059139013 |
|
], |
|
"throughput": [ |
|
535.8551724212841, |
|
535.8964253343077, |
|
535.9774263767976, |
|
535.9392123950057, |
|
535.9985714460729 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.593153910012916, |
|
7.594288585009053, |
|
7.5940570761449635, |
|
7.5945592247880995, |
|
7.594087884062901 |
|
], |
|
"throughput": [ |
|
539.4332906381234, |
|
539.3526930337368, |
|
539.3691354870996, |
|
539.3334726564444, |
|
539.3669473586083 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
15.16999446018599, |
|
15.171276722103357, |
|
15.170884917024523, |
|
15.171655187150463, |
|
15.171307106036693 |
|
], |
|
"throughput": [ |
|
540.0133811188988, |
|
539.9677397001731, |
|
539.9816849712616, |
|
539.9542699163214, |
|
539.966658294089 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
36.600511368131265, |
|
36.60219466499984, |
|
36.60267118294723, |
|
36.602425726130605, |
|
36.6033519981429 |
|
], |
|
"throughput": [ |
|
447.6440188282683, |
|
447.6234321453651, |
|
447.6176046854504, |
|
447.6206064207215, |
|
447.60927908545796 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
99.30552776181139, |
|
99.30916462116875, |
|
99.31139300810173, |
|
99.3088802290149, |
|
99.31020272499882 |
|
], |
|
"throughput": [ |
|
329.9715608842588, |
|
329.9594768015516, |
|
329.9520730449005, |
|
329.96042171086964, |
|
329.95602768769186 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
328.05236850399524, |
|
229.59252554900013, |
|
232.1673152220901, |
|
232.27865888294764, |
|
232.23728437302634, |
|
232.1806330338586, |
|
232.1134621561505 |
|
], |
|
"throughput": [ |
|
282.2791827407255, |
|
282.1438711380954, |
|
282.1941368154054, |
|
282.2629912911081, |
|
282.3446748466133 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
3.546306153992191, |
|
3.546655069803819, |
|
3.546417785109952, |
|
3.545563920866698, |
|
3.546019764151424 |
|
], |
|
"throughput": [ |
|
577.5023111567795, |
|
577.4454971493136, |
|
577.4841330310169, |
|
577.6232062682359, |
|
577.5489524069515 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
7.042316313134506, |
|
7.042786628939211, |
|
7.042071731062606, |
|
7.041371865896508, |
|
7.042602579109371 |
|
], |
|
"throughput": [ |
|
581.6268139448123, |
|
581.587973028929, |
|
581.6470147460338, |
|
581.7048265605977, |
|
581.6031721213485 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
14.055478738853708, |
|
14.05734649905935, |
|
14.05794285889715, |
|
14.058317362098023, |
|
14.058157372055575 |
|
], |
|
"throughput": [ |
|
582.8332248374271, |
|
582.7557854213929, |
|
582.7310640130646, |
|
582.7155404875174, |
|
582.72217213074 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
32.20138258486986, |
|
32.204107590951025, |
|
32.20128854108043, |
|
32.20243904390372, |
|
32.20094685582444 |
|
], |
|
"throughput": [ |
|
508.79802930257364, |
|
508.7549764801963, |
|
508.79951524605286, |
|
508.78133726649105, |
|
508.8049141336506 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
81.4330721469596, |
|
81.43929267907515, |
|
81.4405871659983, |
|
81.45168239297345, |
|
81.48355959588662 |
|
], |
|
"throughput": [ |
|
402.39179409644106, |
|
402.3610584282413, |
|
402.3546629546004, |
|
402.299854801118, |
|
402.14247097833174 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
445.2697212921921, |
|
378.43024161597714, |
|
382.01750858989544, |
|
382.0139988299925, |
|
382.01628322014585, |
|
382.01500495895743, |
|
382.0073938209098 |
|
], |
|
"throughput": [ |
|
171.5523464929834, |
|
171.5539226329909, |
|
171.55289677072048, |
|
171.5534708042188, |
|
171.5568888457802 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
8.644923790125176, |
|
8.645034702960402, |
|
8.644172250991687, |
|
8.644476259825751, |
|
8.644626032095402 |
|
], |
|
"throughput": [ |
|
236.9020305695888, |
|
236.8989911976506, |
|
236.9226272376799, |
|
236.91429514565894, |
|
236.91019049248308 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
17.261391883948818, |
|
17.26099673192948, |
|
17.26065571582876, |
|
17.260261161020026, |
|
17.261722499970347 |
|
], |
|
"throughput": [ |
|
237.29256757149614, |
|
237.29799985554703, |
|
237.30268811536473, |
|
237.30811265186787, |
|
237.28802267601256 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
34.48131730197929, |
|
34.483828590018675, |
|
34.48317950614728, |
|
34.483717350056395, |
|
34.48024467006326 |
|
], |
|
"throughput": [ |
|
237.5779303399689, |
|
237.5606287049916, |
|
237.5651003568166, |
|
237.56139504451085, |
|
237.585321055234 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
68.93258101586252, |
|
68.9345030868426, |
|
68.93260959093459, |
|
68.93289947486483, |
|
68.9332911260426 |
|
], |
|
"throughput": [ |
|
237.68151081169833, |
|
237.6748836407756, |
|
237.68141228407345, |
|
237.68041276102332, |
|
237.67906235671109 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
137.9668973928783, |
|
137.97430677409284, |
|
137.9717329859268, |
|
137.96825942909345, |
|
137.97269036597572 |
|
], |
|
"throughput": [ |
|
237.50624692739845, |
|
237.4934925648982, |
|
237.49792287774162, |
|
237.5039022423892, |
|
237.49627490108463 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
375.409737539012, |
|
281.46394641301595, |
|
284.0786008911673, |
|
284.1110333169345, |
|
284.1691672799643, |
|
284.10920760105364, |
|
284.1728793340735 |
|
], |
|
"throughput": [ |
|
230.69671490358877, |
|
230.67037993872137, |
|
230.62319050058565, |
|
230.67186225103165, |
|
230.62017794793115 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
6.734570652013645, |
|
6.735442138044164, |
|
6.736117276828736, |
|
6.735777107998729, |
|
6.735629786038771 |
|
], |
|
"throughput": [ |
|
304.1025338991203, |
|
304.06318665142567, |
|
304.03271140257937, |
|
304.0480656000333, |
|
304.0547157512988 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
13.434318419080228, |
|
13.434139176970348, |
|
13.433694065082818, |
|
13.43488677800633, |
|
13.436006401199847 |
|
], |
|
"throughput": [ |
|
304.8907932822713, |
|
304.8948612220441, |
|
304.9049636053885, |
|
304.87789496710786, |
|
304.8524894744188 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
26.833485089009628, |
|
26.834497205913067, |
|
26.832588946912438, |
|
26.83142546704039, |
|
26.83512285212055 |
|
], |
|
"throughput": [ |
|
305.2901988998534, |
|
305.278684267461, |
|
305.30039483732463, |
|
305.31363345056036, |
|
305.27156686195895 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
53.628662566887215, |
|
53.62662565195933, |
|
53.62605581711978, |
|
53.62989316997118, |
|
53.583103376906365 |
|
], |
|
"throughput": [ |
|
305.50827143163235, |
|
305.51987563665375, |
|
305.5231221157517, |
|
305.50126117301016, |
|
305.7680307307713 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
107.2487244179938, |
|
107.24474178487435, |
|
107.26635957998224, |
|
107.29573470610194, |
|
107.30843885010108 |
|
], |
|
"throughput": [ |
|
305.53277139492303, |
|
305.544117638237, |
|
305.48254017669746, |
|
305.39890602134506, |
|
305.36275013536954 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
317.7584085019771, |
|
257.8762713749893, |
|
260.166668204125, |
|
260.17878186609596, |
|
260.18389110197313, |
|
260.19299182109535, |
|
260.1504411820788 |
|
], |
|
"throughput": [ |
|
251.9000625728923, |
|
251.88833435975138, |
|
251.88338802387526, |
|
251.87457794813142, |
|
251.91577497318747 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
8.16060653491877, |
|
8.160617802059278, |
|
8.160313363187015, |
|
8.160582783864811, |
|
8.161219547968358 |
|
], |
|
"throughput": [ |
|
250.96173810570633, |
|
250.96139160973826, |
|
250.97075428977797, |
|
250.96246851993547, |
|
250.94288763617763 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
16.289312695153058, |
|
16.29014385305345, |
|
16.289699289947748, |
|
16.29058532579802, |
|
16.289427074836567 |
|
], |
|
"throughput": [ |
|
251.45321209401175, |
|
251.44038241456286, |
|
251.44724448827677, |
|
251.43356841288642, |
|
251.45144646169794 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
32.54491068306379, |
|
32.548137492034584, |
|
32.54598246514797, |
|
32.54699293500744, |
|
32.54607989289798 |
|
], |
|
"throughput": [ |
|
251.71370355805203, |
|
251.68874876495792, |
|
251.7054142941435, |
|
251.6975997247571, |
|
251.70466080578913 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
65.06127021298744, |
|
65.0585247259587, |
|
65.05726844305173, |
|
65.05320830387063, |
|
65.0588312658947 |
|
], |
|
"throughput": [ |
|
251.824164304887, |
|
251.83479135152746, |
|
251.83965438607115, |
|
251.855372351023, |
|
251.8336047728675 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
130.09067178098485, |
|
130.09841508604586, |
|
130.0950909180101, |
|
130.09698580298573, |
|
130.09958509495482 |
|
], |
|
"throughput": [ |
|
251.8858543152642, |
|
251.8708623646764, |
|
251.87729812688625, |
|
251.8736294907147, |
|
251.8685972448249 |
|
] |
|
} |
|
}, |
|
"(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { |
|
"compile_8192_steps": { |
|
"time": [ |
|
403.57792655704543, |
|
353.4773179900367, |
|
356.59941125498153, |
|
356.5525961469393, |
|
356.57192179118283, |
|
356.52906834706664, |
|
356.5222420899663 |
|
], |
|
"throughput": [ |
|
183.78044924235553, |
|
183.8045794875993, |
|
183.79461756492276, |
|
183.81670898206636, |
|
183.82022848230145 |
|
] |
|
}, |
|
"decode_256_steps": { |
|
"time": [ |
|
11.16088439617306, |
|
11.161091258050874, |
|
11.160609609913081, |
|
11.16068633296527, |
|
11.16102667991072 |
|
], |
|
"throughput": [ |
|
183.49800314231692, |
|
183.4946021539523, |
|
183.502521061298, |
|
183.50125959107294, |
|
183.4956638609507 |
|
] |
|
}, |
|
"decode_512_steps": { |
|
"time": [ |
|
22.30159774189815, |
|
22.303086539031938, |
|
22.30217555188574, |
|
22.303048464935273, |
|
22.30306214885786 |
|
], |
|
"throughput": [ |
|
183.6639709586735, |
|
183.65171084422408, |
|
183.65921254949797, |
|
183.6520243606926, |
|
183.65191168199098 |
|
] |
|
}, |
|
"decode_1024_steps": { |
|
"time": [ |
|
44.584445440908894, |
|
44.58620177907869, |
|
44.58710841904394, |
|
44.59077585302293, |
|
44.5911597290542 |
|
], |
|
"throughput": [ |
|
183.74121106558275, |
|
183.7339731379396, |
|
183.7302370678304, |
|
183.71512590410873, |
|
183.71354433875265 |
|
] |
|
}, |
|
"decode_2048_steps": { |
|
"time": [ |
|
89.14900523913093, |
|
89.15023034997284, |
|
89.14860999002121, |
|
89.15604508994147, |
|
89.14852264802903 |
|
], |
|
"throughput": [ |
|
183.78219651528352, |
|
183.77967096307106, |
|
183.7830113316846, |
|
183.7676848885756, |
|
183.78319139046587 |
|
] |
|
}, |
|
"decode_4096_steps": { |
|
"time": [ |
|
178.27779573504813, |
|
178.30163323902525, |
|
178.27858046093024, |
|
178.29294962692074, |
|
178.2932471060194 |
|
], |
|
"throughput": [ |
|
183.80303539706625, |
|
183.77846239956932, |
|
183.80222635428214, |
|
183.78741317908123, |
|
183.7871065330646 |
|
] |
|
} |
|
} |
|
} |