{ "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_256_steps": { "time": [ 28.789103159098886, 2.047049680026248, 2.9245105870068073, 2.923570840037428, 2.9239669220987707, 2.9242882559774444, 2.924470051075332 ], "throughput": [ 87.53601410689785, 87.5641515143593, 87.55229002941245, 87.54266939201995, 87.53722743916234 ] }, "decode_256_steps": { "time": [ 2.9234371290076524, 2.9266492690658197, 2.9250142470700666, 2.924588855006732, 2.923514202935621 ], "throughput": [ 87.5681564894464, 87.4720461744002, 87.52094122496344, 87.53367146350926, 87.56584789050788 ] } }, "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 26.917906417977065, 2.2885711489943787, 3.2730734719661996, 3.2748494440456852, 3.275369248003699, 3.272694136016071, 3.2762450840091333 ], "throughput": [ 78.21394850822452, 78.17153257700377, 78.15912668656493, 78.22301423854871, 78.13823246908422 ] }, "decode_256_steps": { "time": [ 3.2856900519691408, 3.272908988990821, 3.2744883589912206, 3.272708744974807, 3.2740413090214133 ], "throughput": [ 77.91361812918937, 78.21787922032499, 78.18015272433783, 78.22266506088695, 78.19082773775891 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_256_steps": { "time": [ 63.97109697700944, 1.9409691650653258, 2.4809098839759827, 2.480244401958771, 2.479986476013437, 2.480030074948445, 2.4800741859944537 ], "throughput": [ 103.18794795953109, 103.21563463577388, 103.22636936775496, 103.22455464791965, 103.22271867740513 ] }, "decode_256_steps": { "time": [ 2.4794313110178337, 2.4800544269382954, 2.4800765729742125, 2.4797024220461026, 2.480105674942024 ], "throughput": [ 103.24948259805157, 103.22354107205622, 103.22261932944836, 103.23819411716511, 103.2214080982595 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 56.04550247802399, 1.9466036460362375, 2.4915512930601835, 2.49041563202627, 2.490629924926907, 2.4902199999196455, 2.4908807741012424 ], "throughput": [ 102.74723250251638, 102.79408654037054, 102.78524217423144, 102.802162061288, 102.77489097902316 ] }, "decode_256_steps": { "time": [ 2.489647113950923, 2.49034678703174, 2.4905253530014306, 2.490340947988443, 2.4902783449506387 ], "throughput": [ 102.82581758896067, 102.7969282563767, 102.78955791053653, 102.79716928189386, 102.79975349706312 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_256_steps": { "time": [ 60.946335528977215, 1.9502990029286593, 2.485493521904573, 2.485637560952455, 2.4843104410683736, 2.485368267982267, 2.4850076149450615 ], "throughput": [ 102.99765328047746, 102.99168471766458, 103.04670292731517, 103.00284400421361, 103.01779296787372 ] }, "decode_256_steps": { "time": [ 2.484781437087804, 2.4852530020289123, 2.4865607590181753, 2.484200448030606, 2.484484927961603 ], "throughput": [ 103.0271701884715, 103.00762127276643, 102.95344647081225, 103.05126553010187, 103.0394658944602 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 53.248583941021934, 1.9462694290559739, 2.4972865419695154, 2.494766468065791, 2.4951686210697517, 2.4952248269692063, 2.4982265169965103 ], "throughput": [ 102.51126400501181, 102.61481516483525, 102.59827646046836, 102.59596539480862, 102.47269343204943 ] }, "decode_256_steps": { "time": [ 2.4947925430024043, 2.5015466191107407, 2.495164123014547, 2.502849659998901, 2.4947717370232567 ], "throughput": [ 102.61374266090762, 102.33668964802418, 102.5984614153205, 102.28341082225145, 102.61459844236384 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_256_steps": { "time": [ 60.16750030894764, 1.9858453050255775, 2.5112326169619337, 2.5116763080004603, 2.5124314470449463, 2.5102548979921266, 2.512359284097329 ], "throughput": [ 101.94196995963937, 101.92396177188971, 101.89332739848494, 101.98167532897408, 101.89625409885545 ] }, "decode_256_steps": { "time": [ 2.5108423959463835, 2.5097097639227286, 2.5114940779749304, 2.5104814069345593, 2.510063655907288 ], "throughput": [ 101.95781320774967, 102.00382676914269, 101.93135721284204, 101.9724740015464, 101.98944532642388 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 52.33260781294666, 1.9911222490482032, 2.533857260015793, 2.5327481559943408, 2.5356018550228328, 2.532667875988409, 2.532760174944997 ], "throughput": [ 101.03173688576459, 101.07597922601035, 100.96222302917299, 101.07918311242939, 101.07549958043677 ] }, "decode_256_steps": { "time": [ 2.532802596921101, 2.533022691961378, 2.535625607939437, 2.5328776370733976, 2.53295944200363 ], "throughput": [ 101.07380666428406, 101.06502433334828, 100.96127724788087, 101.07081220701765, 101.06754800522903 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_256_steps": { "time": [ 29.971403606934473, 2.0464305540081114, 2.9260749840177596, 2.9241758169373497, 2.926708488026634, 2.9245277770096436, 2.9242988360347226 ], "throughput": [ 87.48921384389452, 87.5460355417763, 87.47027626677328, 87.53549958132466, 87.54235266431584 ] }, "decode_256_steps": { "time": [ 2.924286686000414, 2.924424811033532, 2.9245334749575704, 2.924125727964565, 2.923951381002553 ], "throughput": [ 87.542716391509, 87.53858161582416, 87.53532903353555, 87.54753516641615, 87.55275537865603 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 28.302456549019553, 2.2910916180117056, 3.2728313299594447, 3.274883219972253, 3.2717924210010096, 3.2729982460150495, 3.2761135608889163 ], "throughput": [ 78.21973520498297, 78.17072634491346, 78.24457271701743, 78.21574616231031, 78.14136941289021 ] }, "decode_256_steps": { "time": [ 3.272695508087054, 3.2752957550110295, 3.2739036680432037, 3.2737226659664884, 3.2729824100388214 ], "throughput": [ 78.22298144370795, 78.16088046654521, 78.19411502507951, 78.19843832874649, 78.21612460085404 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_512_steps": { "time": [ 31.855026899953373, 4.938856384018436, 5.8154783099889755, 5.824640828999691, 5.815422115963884, 5.815528152976185, 5.815574415028095 ], "throughput": [ 88.04090957068166, 87.90241579375284, 88.0417603039531, 88.0401550008792, 88.03945465420144 ] }, "decode_256_steps": { "time": [ 2.9231886010384187, 2.924093376030214, 2.923877550056204, 2.92447143397294, 2.9248518670210615 ], "throughput": [ 87.57560148840888, 87.54850378531647, 87.55496617670568, 87.53718604534974, 87.52580015641406 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 30.34661424695514, 5.531375351012684, 6.515470834914595, 6.516983641078696, 6.514617005945183, 6.515086923027411, 6.514770212001167 ], "throughput": [ 78.58219505125163, 78.56395354020766, 78.59249431436311, 78.58682563241771, 78.59064607632983 ] }, "decode_256_steps": { "time": [ 3.2739488939987496, 3.2732729440322146, 3.272814519936219, 3.27392877091188, 3.2736259140074253 ], "throughput": [ 78.19303486051844, 78.20918217857012, 78.22013696180649, 78.19351547122905, 78.20074948228167 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_512_steps": { "time": [ 70.01346030598506, 4.454071355983615, 5.013783399015665, 5.013725546072237, 5.015650394954719, 5.012539315037429, 5.015916426898912 ], "throughput": [ 102.11849201553437, 102.11967035194056, 102.08048003405993, 102.14383724912028, 102.07506593496889 ] }, "decode_256_steps": { "time": [ 2.4780771950026974, 2.479193639010191, 2.480705121997744, 2.4795016989810392, 2.4795340230921283 ], "throughput": [ 103.30590205835833, 103.25938078084415, 103.19646528316106, 103.24655155719562, 103.2452055974423 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 62.313696844968945, 4.498574192984961, 5.069531494984403, 5.066510375938378, 5.070067697088234, 5.067224394995719, 5.066324001993053 ], "throughput": [ 100.99552601784856, 101.05574883090445, 100.98484489547235, 101.04150913577857, 101.0594663504709 ] }, "decode_256_steps": { "time": [ 2.490517087979242, 2.4910584460012615, 2.491338843945414, 2.4911526640644297, 2.490745114046149 ], "throughput": [ 102.78989902764067, 102.7675606772457, 102.75599428080409, 102.76367389797953, 102.7804886804073 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_512_steps": { "time": [ 64.26618524396326, 4.45389854896348, 5.0222433739108965, 5.021577017032541, 5.021345520974137, 5.020815141964704, 5.021178366965614 ], "throughput": [ 101.94647329511989, 101.96000146236173, 101.9647020626998, 101.97547320964468, 101.96809644693235 ] }, "decode_256_steps": { "time": [ 2.4843495739623904, 2.4848653780063614, 2.486331418971531, 2.484283143072389, 2.4841743409633636 ], "throughput": [ 103.04507975972768, 103.02368984085247, 102.96294293135473, 103.04783523322425, 103.05234853231883 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 56.93282345600892, 4.491051730932668, 5.076769651961513, 5.073939930996858, 5.073689609998837, 5.073185421992093, 5.073760660015978 ], "throughput": [ 100.85153258867643, 100.90777718359968, 100.91275567803552, 100.92278468287334, 100.91134255402336 ] }, "decode_256_steps": { "time": [ 2.4978834639769047, 2.495966319111176, 2.4958434998989105, 2.4959750780835748, 2.4959584899479523 ], "throughput": [ 102.48676677350667, 102.5654865772238, 102.57053377359951, 102.56512665044653, 102.56580829809326 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_512_steps": { "time": [ 63.26779225305654, 4.49937607801985, 5.074418648029678, 5.071710622054525, 5.071535067050718, 5.071072241058573, 5.07151817495469 ], "throughput": [ 100.89825761593441, 100.95213196382868, 100.9556264978656, 100.96484050345954, 100.95596275854307 ] }, "decode_256_steps": { "time": [ 2.5099497819319367, 2.512784889084287, 2.510169637040235, 2.5104970689862967, 2.5098551110131666 ], "throughput": [ 101.99407248815707, 101.87899533783488, 101.98513926009082, 101.97183783344117, 101.99791967141049 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 55.195103788981214, 4.553183316951618, 5.1599972690455616, 5.142405875958502, 5.14287688897457, 5.143442895961925, 5.14328103500884 ], "throughput": [ 99.22485871677681, 99.56429195790918, 99.55517331119448, 99.54421782381739, 99.54735051710429 ] }, "decode_256_steps": { "time": [ 2.5321986590279266, 2.5336865689605474, 2.5326975600328296, 2.5330297800246626, 2.533074003062211 ], "throughput": [ 101.09791310697344, 101.03854325794717, 101.0779984313175, 101.06474152763711, 101.06297711417979 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_512_steps": { "time": [ 32.91122535907198, 4.938475260976702, 5.815087290946394, 5.817665942013264, 5.8147324490128085, 5.815144442021847, 5.815969826071523 ], "throughput": [ 88.04682963179955, 88.00780331894015, 88.05220265756584, 88.04596431004292, 88.03346910515825 ] }, "decode_256_steps": { "time": [ 2.92279346100986, 2.924334164010361, 2.923986530979164, 2.9241450789850205, 2.923327206983231 ], "throughput": [ 87.5874410611104, 87.54129509225712, 87.55170288498988, 87.54695580591999, 87.57144919955192 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 31.676520667038858, 5.533914622035809, 6.515116152004339, 6.5146646539215, 6.514236229006201, 6.5153175489977, 6.515495603089221 ], "throughput": [ 78.5864730657927, 78.5919194922492, 78.59708828491621, 78.58404385504814, 78.58189632684936 ] }, "decode_256_steps": { "time": [ 3.2723214079160243, 3.273028217954561, 3.2727657429641113, 3.2733521660557017, 3.273680998943746 ], "throughput": [ 78.23192409544924, 78.21502992112426, 78.2213027468759, 78.20728935147632, 78.19943362917721 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_1024_steps": { "time": [ 37.52821853698697, 10.723778506973758, 11.600866512977518, 11.599280065041967, 11.599442516104318, 11.597529947059229, 11.599585565039888 ], "throughput": [ 88.26926840805245, 88.2813411054831, 88.28010471868015, 88.29466314589293, 88.27901602676602 ] }, "decode_256_steps": { "time": [ 2.9234554870054126, 2.9256151269655675, 2.923906243988313, 2.924002001993358, 2.9237202100921422 ], "throughput": [ 87.56760660044421, 87.50296566367629, 87.55410695070948, 87.55123964534874, 87.55967794604123 ] }, "decode_512_steps": { "time": [ 5.815705245942809, 5.81525555299595, 5.815544629935175, 5.815480059012771, 5.818883041036315 ], "throughput": [ 88.03747410637513, 88.04428203266556, 88.0399055600932, 88.04088309210307, 87.9893952824347 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 36.87412105605472, 12.021645019995049, 12.999342077993788, 13.001105283969082, 13.000908121932298, 13.001504654064775, 13.00013423000928 ], "throughput": [ 78.77321743332689, 78.76253423334981, 78.7637286869623, 78.76011486715562, 78.76841745496877 ] }, "decode_256_steps": { "time": [ 3.272645942051895, 3.273416451062076, 3.2738510699709877, 3.2733667959691957, 3.273172279004939 ], "throughput": [ 78.22416617408122, 78.20575347720867, 78.1953713008297, 78.20693981353904, 78.21158746884699 ] }, "decode_512_steps": { "time": [ 6.514628936070949, 6.5164262939943, 6.517651615082286, 6.515957064111717, 6.516099355998449 ], "throughput": [ 78.59235038930603, 78.5706730807148, 78.55590176302111, 78.57633114557639, 78.5746152763423 ] } } }