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