| { | |
| "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { | |
| "compile_256_steps": { | |
| "time": [ | |
| 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 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 3.904837826034054, | |
| 3.9049906202126294, | |
| 3.9048626099247485, | |
| 3.905899834120646, | |
| 3.9057530788704753 | |
| ], | |
| "throughput": [ | |
| 524.477607327434, | |
| 524.457085607157, | |
| 524.4742785046328, | |
| 524.3350026821863, | |
| 524.3547041105505 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { | |
| "compile_256_steps": { | |
| "time": [ | |
| 78.59509626100771, | |
| 3.1858562701381743, | |
| 4.562520033912733, | |
| 4.562590185087174, | |
| 4.561941236956045, | |
| 4.562066272133961, | |
| 4.562546665081754 | |
| ], | |
| "throughput": [ | |
| 448.8747413222146, | |
| 448.86783974021773, | |
| 448.93169237018225, | |
| 448.91938824072, | |
| 448.87212128126316 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 4.561464128084481, | |
| 4.562372754095122, | |
| 4.56287759100087, | |
| 4.561695888871327, | |
| 4.566258101025596 | |
| ], | |
| "throughput": [ | |
| 448.9786486296511, | |
| 448.88923163100685, | |
| 448.83956651372057, | |
| 448.9558378927194, | |
| 448.50727985350034 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { | |
| "compile_256_steps": { | |
| "time": [ | |
| 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 | |
| ] | |
| }, | |
| "decode_256_steps": { | |
| "time": [ | |
| 2.598840625025332, | |
| 2.5994473590981215, | |
| 2.5992874179501086, | |
| 2.6018181031104177, | |
| 2.599406457040459 | |
| ], | |
| "throughput": [ | |
| 788.0437069818536, | |
| 787.8597705900664, | |
| 787.908249721428, | |
| 787.1418826518502, | |
| 787.8721676839027 | |
| ] | |
| } | |
| }, | |
| "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { | |
| "compile_256_steps": { | |
| "time": [ | |
| 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 | |
| ] | |
| } | |
| }, | |
| "(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 | |
| ] | |
| } | |
| }, | |
| "(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 | |
| ] | |
| } | |
| } | |
| } |