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