{ "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_256_steps": { "time": [ 130.6476522750454, 1.7716496390057728, 2.523254411004018, 2.5213112250203267, 2.5228997800149955, 2.52253912697779, 2.522113437007647 ], "throughput": [ 101.45627760862055, 101.53447042141184, 101.47053879345077, 101.48504626237813, 101.50217521688094 ] }, "decode_256_steps": { "time": [ 2.5212415140122175, 2.521839339984581, 2.5215816990239546, 2.5217042099684477, 2.52207832201384 ], "throughput": [ 101.53727779637039, 101.51320742009094, 101.52357946565508, 101.51864718630229, 101.50358843558355 ] } }, "(max_new_tokens=256, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 115.62624403298832, 2.21371162799187, 3.1614978160359897, 3.1623853520140983, 3.1619796820450574, 3.161649390007369, 3.1616748980013654 ], "throughput": [ 80.97427703460598, 80.95155128294394, 80.96193705913637, 80.9703950125233, 80.96974175359678 ] }, "decode_256_steps": { "time": [ 3.1607947910088114, 3.165174237044994, 3.1622525889542885, 3.1639033679966815, 3.162935665983241 ], "throughput": [ 80.99228736019717, 80.88022359205146, 80.95494992847979, 80.91271136453638, 80.93746665581291 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_256_steps": { "time": [ 212.3837698320276, 2.146453085995745, 2.371906177024357, 2.372235747985542, 2.3727038350189105, 2.3712582829757594, 2.371252012962941 ], "throughput": [ 107.93007011818712, 107.91507556421844, 107.89378607716529, 107.95955963039941, 107.95984509471069 ] }, "decode_256_steps": { "time": [ 2.370895977015607, 2.3714149359730072, 2.371604346029926, 2.3714397030416876, 2.3715106900199316 ], "throughput": [ 107.97605735627549, 107.95242794359879, 107.94380623755598, 107.95130049971158, 107.94806916845414 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 180.43687602999853, 2.1103814389789477, 2.371988187020179, 2.386022054008208, 2.371117479982786, 2.3701014049584046, 2.372591454011854 ], "throughput": [ 107.92633850407205, 107.2915481103593, 107.96597054392198, 108.0122561272828, 107.89889661244686 ] }, "decode_256_steps": { "time": [ 2.3704080429743044, 2.3703935050289147, 2.3704708860022947, 2.3701850649667904, 2.3701234849868342 ], "throughput": [ 107.99828356926271, 107.99894593740765, 107.99542045071638, 108.00844363753804, 108.01124988701677 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_256_steps": { "time": [ 202.83426888397662, 2.1385052949772216, 2.3383907609968446, 2.3376812110072933, 2.33764370001154, 2.3378432799945585, 2.33748743601609 ], "throughput": [ 109.47699771567197, 109.51022696960938, 109.51198422528472, 109.5026352667215, 109.51930524012357 ] }, "decode_256_steps": { "time": [ 2.336605966964271, 2.3375110250199214, 2.345812820014544, 2.337799923028797, 2.3378000290249474 ], "throughput": [ 109.56062066921636, 109.51820002552427, 109.13061682321816, 109.5046661086089, 109.50466114365342 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 192.00748436298454, 2.0815709509770386, 2.3536638889927417, 2.3534382510115393, 2.3533695799997076, 2.3555860799970105, 2.3557422619778663 ], "throughput": [ 108.76659203432655, 108.77702012787792, 108.78019422688034, 108.67783698243151, 108.67063181396763 ] }, "decode_256_steps": { "time": [ 2.353058291017078, 2.353611553029623, 2.3536424979683943, 2.3532123070326634, 2.3805890699732117 ], "throughput": [ 108.79458489290013, 108.76901061709648, 108.76758055693371, 108.78746436729674, 107.53640904638813 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_256_steps": { "time": [ 209.41870175400982, 2.1856983350007795, 2.3676452389918268, 2.367918224015739, 2.3681831849971786, 2.3675497689982876, 2.367577403958421 ], "throughput": [ 108.12430670948324, 108.11184161835246, 108.09974567077461, 108.12866675588992, 108.12740465084106 ] }, "decode_256_steps": { "time": [ 2.366725881001912, 2.367343010031618, 2.367242640000768, 2.367590145964641, 2.367545738001354 ], "throughput": [ 108.16630774816511, 108.13811049569064, 108.14269550328687, 108.12682272577057, 108.12885085637724 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 172.6049927850254, 2.1447820820030756, 2.3899290849803947, 2.3887948999763466, 2.3891285339486785, 2.3892596739460714, 2.389621050970163 ], "throughput": [ 107.11614901414535, 107.16700709740081, 107.15204157596789, 107.14616029039388, 107.12995681723947 ] }, "decode_256_steps": { "time": [ 2.388383748009801, 2.389123364002444, 2.3894142570206895, 2.388780256966129, 2.389271288004238 ], "throughput": [ 107.18545552544494, 107.15227344775074, 107.13922847317444, 107.16766402160945, 107.14563946140967 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_256_steps": { "time": [ 138.66212808003183, 1.7799384720274247, 2.538181531999726, 2.536784761992749, 2.5375549889868125, 2.53745354100829, 2.5375384819926694 ], "throughput": [ 100.85961022587239, 100.91514417600864, 100.88451328584408, 100.88854667198167, 100.88516955178122 ] }, "decode_256_steps": { "time": [ 2.536876001046039, 2.5374776470125653, 2.537726237962488, 2.538230374979321, 2.5383214529720135 ], "throughput": [ 100.91151475059979, 100.8875882321151, 100.8777054713118, 100.85766939184377, 100.85405049871063 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 117.58901749900542, 2.2111191360163502, 3.1590644380194135, 3.158706988033373, 3.1590648000128567, 3.158763518964406, 3.158207633998245 ], "throughput": [ 81.03665025601697, 81.04582063795253, 81.0366409701245, 81.04437019835187, 81.05863504481107 ] }, "decode_256_steps": { "time": [ 3.158814867027104, 3.1591610229806975, 3.158854170003906, 3.159798237029463, 3.15915053000208 ], "throughput": [ 81.04305278293583, 81.0341727242702, 81.04204443210604, 81.01783113869526, 81.03444187568721 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_512_steps": { "time": [ 132.63138519000495, 4.226981976011302, 4.974395627039485, 4.973606499028392, 4.973337022995111, 4.973924326011911, 4.972204480029177 ], "throughput": [ 102.92707665166496, 102.94340738456503, 102.94898528546862, 102.93682944117512, 102.97243447176082 ] }, "decode_256_steps": { "time": [ 2.5030891080386937, 2.503347107965965, 2.503838618984446, 2.5030441389535554, 2.5033676190068945 ], "throughput": [ 102.2736262875555, 102.26308576440553, 102.24301121445012, 102.27546371077004, 102.26224788413505 ] } }, "(max_new_tokens=512, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 119.2850143040414, 5.3393944060080685, 6.290512641018722, 6.2864396150107495, 6.287018786999397, 6.286903696018271, 6.286630566988606 ], "throughput": [ 81.39241254542392, 81.44514723046846, 81.43764435040953, 81.4391351857781, 81.4426733914565 ] }, "decode_256_steps": { "time": [ 3.158512066002004, 3.1594861450139433, 3.1601274420390837, 3.159105619008187, 3.1587928240187466 ], "throughput": [ 81.05082223859948, 81.02583402810593, 81.00939113861024, 81.03559389077094, 81.04361832578378 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_512_steps": { "time": [ 218.71481364802457, 4.574115769995842, 4.828117877012119, 4.827766502974555, 4.826944452011958, 4.827100400987547, 4.826606710033957 ], "throughput": [ 106.04546389344812, 106.05318208420788, 106.07124343156448, 106.06781659135432, 106.07866577063577 ] }, "decode_256_steps": { "time": [ 2.358444555022288, 2.3593244529911317, 2.3605264630168676, 2.359628821024671, 2.3594219720107503 ], "throughput": [ 108.54611759044754, 108.50563587193163, 108.45038342540738, 108.49163975240468, 108.5011511450117 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 189.90417136799078, 4.491671166033484, 4.781215360970236, 4.78044082102133, 4.780637310992461, 4.7799679830204695, 4.779596268956084 ], "throughput": [ 107.08574313124049, 107.10309345291978, 107.09869138633918, 107.11368817087063, 107.12201851137239 ] }, "decode_256_steps": { "time": [ 2.3514642479713075, 2.351869096979499, 2.3522406620322727, 2.3519961339770816, 2.352355813025497 ], "throughput": [ 108.86833606798844, 108.84959555307748, 108.8324014341385, 108.84371632325758, 108.82707394114159 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_512_steps": { "time": [ 207.92264571599662, 4.505254985007923, 4.738391399034299, 4.737484934972599, 4.738529505033512, 4.739194826979656, 4.738702365022618 ], "throughput": [ 108.053547476966, 108.0742222989172, 108.05039822082506, 108.03522933584556, 108.0464567218195 ] }, "decode_256_steps": { "time": [ 2.35247394797625, 2.3531841820222326, 2.35303079104051, 2.353374916012399, 2.35342302499339 ], "throughput": [ 108.82160893651032, 108.7887645836561, 108.79585638010153, 108.77994758003584, 108.77772388613349 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 197.5161497349618, 4.514755922020413, 4.812434409977868, 4.811755990958773, 4.811845264979638, 4.81201091199182, 4.813802322023548 ], "throughput": [ 106.39106040353381, 106.40606069011841, 106.40408654166617, 106.40042372390829, 106.36082783407146 ] }, "decode_256_steps": { "time": [ 2.367338912037667, 2.3686235310160555, 2.367985100019723, 2.3701477000140585, 2.367819398001302 ], "throughput": [ 108.13829768871166, 108.07964906528859, 108.10878835253978, 108.01014637125, 108.11635389763761 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_512_steps": { "time": [ 213.1752583970083, 4.501470985997003, 4.713130880962126, 4.712480388989206, 4.712952449976001, 4.711708130023908, 4.711863230972085 ], "throughput": [ 108.63267176987067, 108.64766699004139, 108.63678457070094, 108.66547457331616, 108.66189761929303 ] }, "decode_256_steps": { "time": [ 2.357825760031119, 2.3580634279642254, 2.359594730020035, 2.359331273997668, 2.358025966968853 ], "throughput": [ 108.57460476495145, 108.56366158946417, 108.4932072203036, 108.50532217386825, 108.56538629601168 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 175.9804181890213, 4.536937695986126, 4.842254422022961, 4.840690305980388, 4.841114572016522, 4.84109909797553, 4.840342228009831 ], "throughput": [ 105.73587328897527, 105.77003849377725, 105.76076900959009, 105.76110706225994, 105.77764461305773 ] }, "decode_256_steps": { "time": [ 2.3840498920180835, 2.3891507869702764, 2.385419965023175, 2.385183291975409, 2.3851153340074234 ], "throughput": [ 107.38030309562758, 107.15104354072103, 107.31862890126892, 107.32927773780472, 107.33233582037053 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_512_steps": { "time": [ 137.1227820199565, 4.242901353980415, 4.995016127009876, 4.993196901981719, 4.992396273999475, 4.99150974600343, 4.9914660169743 ], "throughput": [ 102.50217156085424, 102.53951727735702, 102.55596148617225, 102.57417616182055, 102.57507478942256 ] }, "decode_256_steps": { "time": [ 2.5131398359662853, 2.514606608019676, 2.5137694270233624, 2.514714052027557, 2.513943962054327 ], "throughput": [ 101.86460631291125, 101.80518860626364, 101.83909361294846, 101.80083886420128, 101.83202325273938 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 126.00315382401459, 5.305774400010705, 6.246095116017386, 6.246200755995233, 6.2456466580042616, 6.246494185994379, 6.246369167987723 ], "throughput": [ 81.97121409295151, 81.96982774025824, 81.97709989626676, 81.96597719533372, 81.9676177040528 ] }, "decode_256_steps": { "time": [ 3.138294046977535, 3.1395975710474886, 3.1388619850040413, 3.138752767990809, 3.1389575859648176 ], "throughput": [ 81.57298078761978, 81.53911264321329, 81.55822117157228, 81.56105909669074, 81.55573721182142 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_1024_steps": { "time": [ 136.05098003800958, 9.316895960015245, 10.07738649204839, 10.074655856005847, 10.073720929038245, 10.074018037994392, 10.072971046029124 ], "throughput": [ 101.61364762659367, 101.64118900295324, 101.65062216963389, 101.64762422877945, 101.65818955705943 ] }, "decode_256_steps": { "time": [ 2.544181581994053, 2.545169911987614, 2.544334536010865, 2.5446238489821553, 2.54498191998573 ], "throughput": [ 100.62174878231565, 100.5826757554589, 100.61569985264973, 100.60426027304567, 100.59010556799375 ] }, "decode_512_steps": { "time": [ 5.053460952010937, 5.05617571703624, 5.054448542010505, 5.054176984005608, 5.053768110985402 ], "throughput": [ 101.31670252567372, 101.26230349844668, 101.29690622912982, 101.30234885328898, 101.31054467795286 ] } }, "(max_new_tokens=1024, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 124.10679968295153, 11.641847064020112, 12.591021135041956, 12.591296074038837, 12.590546293009538, 12.590284118952695, 12.59004380996339 ], "throughput": [ 81.32779613482778, 81.32602029042253, 81.3308633453451, 81.33255694035759, 81.33410935310935 ] }, "decode_256_steps": { "time": [ 3.171512551023625, 3.1715641509508714, 3.173398584011011, 3.172937676019501, 3.1717656630207784 ], "throughput": [ 80.71858328839798, 80.7172700332258, 80.67061014328345, 80.68232853572968, 80.71214181573127 ] }, "decode_512_steps": { "time": [ 6.3106635980075225, 6.310696946980897, 6.310943551012315, 6.310895122005604, 6.310855382995214 ], "throughput": [ 81.13251356983356, 81.13208482383963, 81.12891453733127, 81.12953711030556, 81.13004797726772 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_1024_steps": { "time": [ 240.23254709801404, 9.902278608002234, 10.244395821006037, 10.242468533979263, 10.242306242056657, 10.242293496034108, 10.242859352030791 ], "throughput": [ 99.95709048066043, 99.9758990328252, 99.97748317613092, 99.97760759311383, 99.97208443528784 ] }, "decode_256_steps": { "time": [ 2.366597867978271, 2.367957385024056, 2.3672802580404095, 2.3669972710194997, 2.367124276002869 ], "throughput": [ 108.1721586349162, 108.11005367708478, 108.14097702648525, 108.15390585124635, 108.14810299368064 ] }, "decode_512_steps": { "time": [ 4.8454121190006845, 4.84701138199307, 4.847804187971633, 4.848101893963758, 4.847907375020441 ], "throughput": [ 105.66696648820754, 105.63210185602408, 105.61482686746588, 105.60834140831024, 105.61257887024733 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 210.39551587199094, 9.574199460970704, 9.915290431992617, 9.910171294992324, 9.909307756985072, 9.909112180001102, 9.908667870040517 ], "throughput": [ 103.27483668012061, 103.3281836931955, 103.33718813790826, 103.33922771271786, 103.34386149889318 ] }, "decode_256_steps": { "time": [ 2.339145679026842, 2.339604411041364, 2.3393877879716456, 2.339898081962019, 2.339780594978947 ], "throughput": [ 109.44166594468115, 109.42020744697336, 109.43033955989122, 109.40647456975664, 109.41196817742795 ] }, "decode_512_steps": { "time": [ 4.753574450965971, 4.756662261032034, 4.754454930953216, 4.754725044011138, 4.755151858960744 ], "throughput": [ 107.70842137456306, 107.63850193747274, 107.68847479585838, 107.68235707864848, 107.67269167969317 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_1024_steps": { "time": [ 224.4397332239896, 9.466243777016643, 9.724765669030603, 9.723036985029466, 9.726788441999815, 9.725589310983196, 9.721980075002648 ], "throughput": [ 105.29816705620175, 105.31688829083444, 105.27626935715145, 105.28924955155031, 105.32833765345082 ] }, "decode_256_steps": { "time": [ 2.3602932300418615, 2.359067051031161, 2.35770815302385, 2.358594631019514, 2.3580336589948274 ], "throughput": [ 108.46109997759035, 108.51747511292695, 108.58002067459888, 108.53921086445565, 108.56503215018847 ] }, "decode_512_steps": { "time": [ 4.748413999972399, 4.7504741859738715, 4.751588535960764, 4.757758538995404, 4.753039474016987 ], "throughput": [ 107.82547604378559, 107.77871428324315, 107.75343785033239, 107.61369998152708, 107.72054446400126 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 204.04363757598912, 9.668340524018276, 10.02868029801175, 10.02459532499779, 10.02741750900168, 10.027323157992214, 10.026835786993615 ], "throughput": [ 102.10715364044604, 102.14876180053939, 102.12001236417535, 102.12097325135346, 102.12593701078552 ] }, "decode_256_steps": { "time": [ 2.3702351410174742, 2.3699319940060377, 2.3690335110295564, 2.3706931630149484, 2.3700784720131196 ], "throughput": [ 108.00616173891781, 108.01997721768711, 108.06094502595076, 107.98529476266339, 108.01330125688045 ] }, "decode_512_steps": { "time": [ 4.814522063010372, 4.813844298012555, 4.81527439301135, 4.811474760994315, 4.813495877024252 ], "throughput": [ 106.34492755442109, 106.35990038385422, 106.32831241000333, 106.41228010810404, 106.36759915883073 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_1024_steps": { "time": [ 213.9610994849936, 9.3783812430338, 9.597758554969914, 9.594408581033349, 9.592385274998378, 9.593242165981792, 9.594426068011671 ], "throughput": [ 106.69157742770598, 106.72882975030774, 106.75134188666887, 106.74180660540031, 106.72863522436955 ] }, "decode_256_steps": { "time": [ 2.370862357027363, 2.370230713975616, 2.3717665069852956, 2.3715150440111756, 2.3715902980184183 ], "throughput": [ 107.9775885095996, 108.00636346940598, 107.93642597027666, 107.94787098082335, 107.9444456379758 ] }, "decode_512_steps": { "time": [ 4.742201086948626, 4.740929385006893, 4.741602847992908, 4.741802683041897, 4.741278066008817 ], "throughput": [ 107.96674173288736, 107.99570261881375, 107.98036369003923, 107.97581304491328, 107.98776044599275 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 190.75416240101913, 9.729726862045936, 10.096241538994946, 10.096597855968866, 10.09366053598933, 10.094285155006219, 10.093728161009494 ], "throughput": [ 101.42388096055163, 101.42030163107226, 101.44981558958608, 101.44353802925326, 101.44913590555699 ] }, "decode_256_steps": { "time": [ 2.385503516998142, 2.3862033400218934, 2.389533083012793, 2.38634299201658, 2.386216437036637 ], "throughput": [ 107.3148700791454, 107.28339689510753, 107.13390068541244, 107.27711852673245, 107.28280805823209 ] }, "decode_512_steps": { "time": [ 4.843374750053044, 4.843787107965909, 4.846048872044776, 4.844333674001973, 4.845610310963821 ], "throughput": [ 105.71141537094411, 105.70241602030448, 105.65308223644949, 105.69049005598937, 105.66264456750343 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_1024_steps": { "time": [ 198.9771670990158, 8.922708603029605, 9.646741059958003, 9.647819404955953, 9.647654925996903, 9.64704009104753, 9.645913566986565 ], "throughput": [ 106.149837923032, 106.1379734651734, 106.13978296846982, 106.14654757683384, 106.15894418800013 ] }, "decode_256_steps": { "time": [ 2.4371470360201783, 2.4378623309894465, 2.4381327609880827, 2.4379365050117485, 2.437732483027503 ], "throughput": [ 105.04085154338651, 105.01003143032207, 104.99838404872297, 105.00683650855227, 105.01562488188404 ] }, "decode_512_steps": { "time": [ 4.838995953963604, 4.8412482449784875, 4.840038152993657, 4.841014013974927, 4.839415403024759 ], "throughput": [ 105.80707338277948, 105.75784882154399, 105.78429008525855, 105.76296588317453, 105.79790271361843 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 176.57876412000041, 9.991924228030257, 10.813799241033848, 10.813957960985135, 10.814569578971714, 10.814707294979598, 10.81375102000311 ], "throughput": [ 94.69382380563789, 94.69243395382269, 94.68707862318506, 94.68587286457222, 94.69424606742106 ] }, "decode_256_steps": { "time": [ 2.7256519600050524, 2.7259851479902864, 2.7262770060333423, 2.7266540859709494, 2.7264066099887714 ], "throughput": [ 93.9224830449466, 93.91100321611592, 93.90094969567048, 93.88796375644384, 93.8964859687801 ] }, "decode_512_steps": { "time": [ 5.418959670001641, 5.41964860400185, 5.420096697052941, 5.420165704970714, 5.423331220983528 ], "throughput": [ 94.48307999676346, 94.47106951213424, 94.46325935077668, 94.462056673001, 94.40692060610456 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_1024_steps": { "time": [ 141.3941405750229, 9.26656705798814, 10.019810692989267, 10.017223922011908, 10.01779037702363, 10.016047983022872, 10.020710420969408 ], "throughput": [ 102.19753959188866, 102.22393029967677, 102.21815005718247, 102.23593194997393, 102.18836359717277 ] }, "decode_256_steps": { "time": [ 2.532299875980243, 2.5340983620262705, 2.5317185660242103, 2.5347545059630647, 2.536623800988309 ], "throughput": [ 101.09387218640661, 101.02212441165932, 101.11708443250083, 100.99597392873925, 100.92154772822771 ] }, "decode_512_steps": { "time": [ 5.026143671013415, 5.02920195099432, 5.028634738002438, 5.029210787033662, 5.025655743025709 ], "throughput": [ 101.86736263684362, 101.80541664245017, 101.81689994914714, 101.80523777608231, 101.87725267703058 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 127.9378064229968, 11.600922190002166, 12.545311230001971, 12.545930201013107, 12.544398594007362, 12.545481297012884, 12.552649382967502 ], "throughput": [ 81.6241208548988, 81.62009381475039, 81.63005921138216, 81.62301435528164, 81.57640421228128 ] }, "decode_256_steps": { "time": [ 3.159287743968889, 3.159370980982203, 3.1595507789752446, 3.1599827879690565, 3.1594894959707744 ], "throughput": [ 81.03092239341177, 81.02878754694812, 81.02417650746855, 81.01309949366308, 81.0257480920481 ] }, "decode_512_steps": { "time": [ 6.291744940972421, 6.287729877978563, 6.288032466953155, 6.28857794002397, 6.292943769949488 ], "throughput": [ 81.37647104316149, 81.42843441687454, 81.42451596597559, 81.41745317989148, 81.36096852556331 ] } }, "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_2048_steps": { "time": [ 149.89769505395088, 19.83817275497131, 20.598909745982382, 20.59844419104047, 20.59741645900067, 20.596930647967383, 20.596221668994986 ], "throughput": [ 99.42273767180531, 99.4249847709761, 99.42994569617802, 99.43229090797116, 99.43571364271175 ] }, "decode_256_steps": { "time": [ 2.603770939982496, 2.6039946820237674, 2.6041401219554245, 2.6101449970155954, 2.6044868559692986 ], "throughput": [ 98.31894045246582, 98.31049263166791, 98.30500203951084, 98.07884247530576, 98.29191474445963 ] }, "decode_512_steps": { "time": [ 5.17341409198707, 5.1743474720278755, 5.175047148950398, 5.174750220030546, 5.173896468011662 ], "throughput": [ 98.9675272259802, 98.94967486583238, 98.9362966681074, 98.94197366631113, 98.95830022218487 ] }, "decode_1024_steps": { "time": [ 10.316236348997336, 10.314508820010815, 10.314927769009955, 10.320529285003431, 10.31438423495274 ], "throughput": [ 99.26100618075947, 99.27763094383842, 99.27359870386037, 99.21971748948529, 99.27883009534712 ] } }, "(max_new_tokens=2048, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 138.0143051900086, 24.5271309009986, 25.474739313009195, 25.47413992602378, 25.473333870992064, 25.473691867955495, 25.47342649300117 ], "throughput": [ 80.39336437700648, 80.39525597124523, 80.39779992567735, 80.3966700475117, 80.39750759728726 ] }, "decode_256_steps": { "time": [ 3.211303565010894, 3.211693478981033, 3.2115416799788363, 3.2117637880146503, 3.2237134390161373 ], "throughput": [ 79.71840556877765, 79.70872739736687, 79.71249496649442, 79.70698248585903, 79.41152488979604 ] }, "decode_512_steps": { "time": [ 6.390980435011443, 6.392149767023511, 6.406909811019432, 6.392492951999884, 6.391368231968954 ], "throughput": [ 80.11290367830445, 80.09824842361469, 79.91372051459132, 80.09394829912505, 80.10804281922448 ] }, "decode_1024_steps": { "time": [ 12.750771797029302, 12.754279447952285, 12.75275090005016, 12.752546968054958, 12.752297160041053 ], "throughput": [ 80.30886414566477, 80.28677779711063, 80.29640099031279, 80.29768504794477, 80.29925801985495 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_2048_steps": { "time": [ 408.3987704740139, 23.0900913309888, 23.521857522020582, 23.51564983703429, 23.517118857009336, 23.520534850016702, 23.51904620800633 ], "throughput": [ 87.06795362920266, 87.09093791550889, 87.08549769435675, 87.07284987605398, 87.0783611668241 ] }, "decode_256_steps": { "time": [ 2.3844746309914626, 2.387644528003875, 2.3839498249581084, 2.384500903019216, 2.3849280779832043 ], "throughput": [ 107.36117577965399, 107.21864037860853, 107.38481041835624, 107.35999289237299, 107.34076317156045 ] }, "decode_512_steps": { "time": [ 4.902168186032213, 4.9113593099755235, 4.901613119000103, 4.903231963980943, 4.900932465970982 ], "throughput": [ 104.44358099725049, 104.24812514940017, 104.4554083665511, 104.42092149854282, 104.46991537937089 ] }, "decode_1024_steps": { "time": [ 10.43834701902233, 10.438824613054749, 10.43840053601889, 10.441893598006573, 10.442499756987672 ], "throughput": [ 98.09982348104664, 98.09533524678535, 98.09932052967036, 98.06650397160611, 98.06081147522012 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 305.29540690704016, 21.286461504001636, 21.650867774966173, 21.655647640000097, 21.65405924001243, 21.65156934998231, 21.65730615495704 ], "throughput": [ 94.59205151896965, 94.57117302819168, 94.57811015016067, 94.58898645615604, 94.5639307745226 ] }, "decode_256_steps": { "time": [ 2.359239737968892, 2.358513313054573, 2.3584948790376075, 2.361046703008469, 2.3592634039814584 ], "throughput": [ 108.50953206662864, 108.54295313196585, 108.54380150465357, 108.42648714817977, 108.50844359641155 ] }, "decode_512_steps": { "time": [ 4.788818511995487, 4.790182458003983, 4.794040699023753, 4.7905806779745035, 4.798473833012395 ], "throughput": [ 106.91572435194482, 106.8852814039457, 106.79926019490456, 106.8763964990728, 106.70059227531011 ] }, "decode_1024_steps": { "time": [ 9.97286499897018, 9.975686391990166, 9.976022741000634, 9.977278763020877, 9.9754387360299 ], "throughput": [ 102.67861844171564, 102.64957816057711, 102.64611725386753, 102.63319531526828, 102.65212659784618 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_2048_steps": { "time": [ 357.56398703699233, 20.094365215976723, 20.310529190988746, 20.307967101980466, 20.30638403998455, 20.303396184986923, 20.30377902503824 ], "throughput": [ 100.83439878605647, 100.84712023195446, 100.85498215572792, 100.86982401074192, 100.86792204911436 ] }, "decode_256_steps": { "time": [ 2.338875535991974, 2.3396264300099574, 2.3397171269753017, 2.3401237120269798, 2.3428327980218455 ], "throughput": [ 109.45430659328528, 109.41917765859333, 109.4149361256107, 109.39592581550173, 109.26942811119591 ] }, "decode_512_steps": { "time": [ 4.709844329976477, 4.709039393055718, 4.709762306010816, 4.7083111929823644, 4.709215510985814 ], "throughput": [ 108.7084761467174, 108.72705816711394, 108.71036938457848, 108.74387418638022, 108.72299193052207 ] }, "decode_1024_steps": { "time": [ 9.645537301024888, 9.647912521031685, 9.647646106022876, 9.650500198011287, 9.650385588000063 ], "throughput": [ 106.1630853774413, 106.13694908279497, 106.13988000251508, 106.10848961083067, 106.10974977759545 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 275.7487111829687, 21.35627004300477, 21.735282955982257, 21.739089004986454, 21.742812781012617, 21.733421259967145, 21.736200114013627 ], "throughput": [ 94.22467626244193, 94.20817953918102, 94.19204500479627, 94.23274759655104, 94.22070045626909 ] }, "decode_256_steps": { "time": [ 2.3654327679541893, 2.3654544689925388, 2.3647223590523936, 2.3659418219467625, 2.363985939999111 ], "throughput": [ 108.22543911125776, 108.22444623465186, 108.2579521523981, 108.2021534195444, 108.29167621872416 ] }, "decode_512_steps": { "time": [ 4.803881430998445, 4.806209400005173, 4.808369658014271, 4.8065223620506, 4.806828737957403 ], "throughput": [ 106.5804823358401, 106.5288582722694, 106.4809980128363, 106.52192197053799, 106.51513251490783 ] }, "decode_1024_steps": { "time": [ 10.011596693017054, 10.015366995008662, 10.014841697004158, 10.013701291987672, 10.015965352999046 ], "throughput": [ 102.28138741487912, 102.2428834120935, 102.24824625099362, 102.25989073783734, 102.23677537915876 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_2048_steps": { "time": [ 296.820482206007, 19.47529408801347, 19.639289688959252, 19.640852379030548, 19.64311013399856, 19.64513805299066, 19.644771132036112 ], "throughput": [ 104.28075721859419, 104.27246030251398, 104.26047535391525, 104.24971280302225, 104.251659957503 ] }, "decode_256_steps": { "time": [ 2.3749016760266386, 2.3768797870143317, 2.3772553239832632, 2.3752679619938135, 2.3755012759938836 ], "throughput": [ 107.79393630657765, 107.70422694433744, 107.68721281946841, 107.77731358996319, 107.76672805317371 ] }, "decode_512_steps": { "time": [ 4.742325515951961, 4.743851572973654, 4.745126011024695, 4.742808254028205, 4.743171288981102 ], "throughput": [ 107.96390890455831, 107.92917782607941, 107.90019038702731, 107.95291999526727, 107.94465744668153 ] }, "decode_1024_steps": { "time": [ 9.57384991995059, 9.577129566983785, 9.576037067978177, 9.575957253051456, 9.57577063998906 ], "throughput": [ 106.95801673954848, 106.92138942446175, 106.93358773894144, 106.93447902283546, 106.93656296692272 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 250.99220402201172, 21.602935909992084, 22.013866812048946, 22.010991505987477, 22.01461527403444, 22.013742915994953, 22.010076031961944 ], "throughput": [ 93.03226995445704, 93.04442280316626, 93.02910700490655, 93.03279355152026, 93.04829283760745 ] }, "decode_256_steps": { "time": [ 2.4034383289981633, 2.4048725679749623, 2.403789700998459, 2.404644821945112, 2.405256746977102 ], "throughput": [ 106.51407065922498, 106.45054686434648, 106.49850105176239, 106.46062888943496, 106.43354407870916 ] }, "decode_512_steps": { "time": [ 4.877681959012989, 4.879424615006428, 4.879432735033333, 4.879781710973475, 4.879469941020943 ], "throughput": [ 104.96789341788174, 104.93040479104225, 104.93023017285273, 104.92272612289871, 104.92943007921738 ] }, "decode_1024_steps": { "time": [ 10.156092474993784, 10.154745912994258, 10.164382675953675, 10.156951531011146, 10.157992442022078 ], "throughput": [ 100.82617921422843, 100.83954918947454, 100.74394408846113, 100.81765152403545, 100.8073205256451 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_2048_steps": { "time": [ 293.488316449977, 19.637407119036652, 19.802825166028924, 19.789749506977387, 19.793134878971614, 19.791048265993595, 19.796417853969615 ], "throughput": [ 103.41958699475238, 103.48791930276454, 103.47021896848749, 103.4811280572248, 103.4530597963374 ] }, "decode_256_steps": { "time": [ 2.4490483379922807, 2.453035729995463, 2.4500494099920616, 2.450460196007043, 2.4497524140169844 ], "throughput": [ 104.53039902424617, 104.36048560958933, 104.48768867923748, 104.47017275250784, 104.50035625446071 ] }, "decode_512_steps": { "time": [ 4.86548117705388, 4.869907275016885, 4.868455356976483, 4.868356460996438, 4.865288173023146 ], "throughput": [ 105.23111309414693, 105.1354720092129, 105.16682653078156, 105.16896289373307, 105.23528757020335 ] }, "decode_1024_steps": { "time": [ 9.699199602997396, 9.700582557008602, 9.698560450982768, 9.699320119980257, 9.69793392700376 ], "throughput": [ 105.57572190632594, 105.56067060737165, 105.58267953016025, 105.57441009608459, 105.58950057895181 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 246.5872807209962, 22.832937690021936, 23.233703548030462, 23.228861097013578, 23.228224726044573, 23.235795803018846, 23.237084849039093 ], "throughput": [ 88.14780630071397, 88.16618220956607, 88.16859765024086, 88.13986907794737, 88.13497963728827 ] }, "decode_256_steps": { "time": [ 2.7132097859866917, 2.714789656980429, 2.7137872989987954, 2.7134595370152965, 2.714420242002234 ], "throughput": [ 94.35319057236205, 94.29828176255113, 94.3331115502113, 94.34450615821247, 94.3111151466978 ] }, "decode_512_steps": { "time": [ 5.395031658001244, 5.394206698983908, 5.392141018004622, 5.394776240980718, 5.394547739997506 ], "throughput": [ 94.90213078558398, 94.91664457286075, 94.9530062901558, 94.90662395052799, 94.91064398296282 ] }, "decode_1024_steps": { "time": [ 10.758662368985824, 10.759292064991314, 10.758787814003881, 10.757016196963377, 10.757895286020357 ], "throughput": [ 95.17911845174191, 95.17354801919551, 95.17800868487605, 95.19368394081877, 95.18590512129867 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_2048_steps": { "time": [ 150.19299888098612, 19.745460999954958, 20.50258498103358, 20.49916625401238, 20.498771791986655, 20.498687724990305, 20.511143826995976 ], "throughput": [ 99.88984325120724, 99.90650227538582, 99.90842479648467, 99.90883453008789, 99.84816143234788 ] }, "decode_256_steps": { "time": [ 2.5935331669752486, 2.5940211479901336, 2.597114638017956, 2.594343661039602, 2.594036337977741 ], "throughput": [ 98.70704691953652, 98.68847838744517, 98.57092800315195, 98.67621003511, 98.68790049393544 ] }, "decode_512_steps": { "time": [ 5.158644259965513, 5.154165456013288, 5.149880521988962, 5.151821198989637, 5.152325036004186 ], "throughput": [ 99.25088341009638, 99.3371292345024, 99.41978222870651, 99.38233106778088, 99.37261264034586 ] }, "decode_1024_steps": { "time": [ 10.264881793991663, 10.264851503015961, 10.277634385973215, 10.267248922027647, 10.265381285978947 ], "throughput": [ 99.75760272265164, 99.75789710149573, 99.63382248716127, 99.73460347329082, 99.75274872630777 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 141.2802945820149, 24.50269441801356, 25.44878866703948, 25.452259891026188, 25.448458239028696, 25.447558907966595, 25.447781695984304 ], "throughput": [ 80.4753431212429, 80.46436775235318, 80.47638802963363, 80.47923211050528, 80.4785275379495 ] }, "decode_256_steps": { "time": [ 3.2083632020512596, 3.211291805957444, 3.2112246669712476, 3.209263004013337, 3.2100187329924665 ], "throughput": [ 79.79146495519178, 79.71869748027268, 79.72036420654841, 79.76909330268654, 79.75031340747032 ] }, "decode_512_steps": { "time": [ 6.3844949239864945, 6.385396940051578, 6.386007393011823, 6.38573117199121, 6.3859514520154335 ], "throughput": [ 80.19428413615307, 80.18295570453046, 80.175290833562, 80.17875889384601, 80.17599316988397 ] }, "decode_1024_steps": { "time": [ 12.73861606803257, 12.7406350299716, 12.74088787601795, 12.740297881013248, 12.741196872957516 ], "throughput": [ 80.38549827792657, 80.37275988136383, 80.37116486422153, 80.37488680119937, 80.3692157189238 ] } }, "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_4096_steps": { "time": [ 172.65894126001513, 42.41812697297428, 43.21788240497699, 43.21593678800855, 43.21930023399182, 43.22859125502873, 43.221441483998206 ], "throughput": [ 94.77558297785323, 94.77984985244026, 94.7724738212793, 94.75210459289526, 94.76777866181197 ] }, "decode_256_steps": { "time": [ 2.735775026027113, 2.7336503179976717, 2.7320229249889962, 2.734183768974617, 2.7337718509952538 ], "throughput": [ 93.57494587987473, 93.64767626442924, 93.7034596812657, 93.62940520124805, 93.64351304839171 ] }, "decode_512_steps": { "time": [ 5.4322083320003, 5.433762455009855, 5.43357436300721, 5.433813926996663, 5.433590425003786 ], "throughput": [ 94.25264435899615, 94.22568694145673, 94.22894871666645, 94.22479438543984, 94.2286701706346 ] }, "decode_1024_steps": { "time": [ 10.830494091031142, 10.833011256007012, 10.83330268599093, 10.832791302003898, 10.826602765009739 ], "throughput": [ 94.54785639447293, 94.52588719800156, 94.52334432824297, 94.52780649531907, 94.58183903351873 ] }, "decode_2048_steps": { "time": [ 21.62425426603295, 21.628987385018263, 21.630546880012844, 21.630826418986544, 21.629824155999813 ], "throughput": [ 94.7084683154585, 94.68774305257521, 94.68091636149997, 94.67969278336771, 94.68407996427993 ] } }, "(max_new_tokens=4096, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 177.75063948403113, 63.492289154964965, 64.66727445099968, 64.65765517699765, 64.66808140900685, 64.65981374704279, 64.66219987598015 ], "throughput": [ 63.339610873868835, 63.34903405926754, 63.338820493126875, 63.34691924761893, 63.34458165444395 ] }, "decode_256_steps": { "time": [ 4.0714107130188495, 4.0681043429649435, 4.068817348976154, 4.070194082043599, 4.066313787014224 ], "throughput": [ 62.877468780392924, 62.928572725207026, 62.91754533154895, 62.896263627670855, 62.95628262076975 ] }, "decode_512_steps": { "time": [ 8.105494301009458, 8.107752512034494, 8.10846678900998, 8.10764638101682, 8.111101831018459 ], "throughput": [ 63.167029793141126, 63.1494362019596, 63.143873351488885, 63.15026284308511, 63.12335989199527 ] }, "decode_1024_steps": { "time": [ 16.18555109098088, 16.184125264000613, 16.18347723199986, 16.185888803040143, 16.187588516972028 ], "throughput": [ 63.26630426384471, 63.27187804692471, 63.274411631094196, 63.264984237854485, 63.25834134753164 ] }, "decode_2048_steps": { "time": [ 32.34027501702076, 32.343654881988186, 32.3427936740336, 32.35288149403641, 32.35046384303132 ], "throughput": [ 63.326610516519516, 63.31999297768008, 63.321679031216036, 63.301934956782965, 63.30666570770558 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_4096_steps": { "time": [ 518.9970712070353, 58.879703791986685, 59.8000320729916, 59.80096640705597, 59.80555298097897, 59.80248959700111, 59.80251558200689 ], "throughput": [ 68.49494654117316, 68.49387637181579, 68.48862347786876, 68.49213180926502, 68.49210204850289 ] }, "decode_256_steps": { "time": [ 2.3662920480128378, 2.3673646390088834, 2.366813444008585, 2.3662624650169164, 2.365820729988627 ], "throughput": [ 108.18613882212189, 108.1371225123885, 108.1623060102372, 108.18749136443317, 108.2076916289556 ] }, "decode_512_steps": { "time": [ 4.849623667018022, 4.851199297991116, 4.851011557970196, 4.851353248988744, 4.8518732319935225 ], "throughput": [ 105.5752023568507, 105.54091237027089, 105.54499693136903, 105.53756317512551, 105.52625254589165 ] }, "decode_1024_steps": { "time": [ 10.276977646979503, 10.279642675013747, 10.279813841974828, 10.280456329055596, 10.280002789979335 ], "throughput": [ 99.64018947739591, 99.6143574609835, 99.61269880382211, 99.60647341167868, 99.6108679073674 ] }, "decode_2048_steps": { "time": [ 23.170466980023775, 23.172896365984343, 23.170157326967455, 23.170087713981047, 23.171717675984837 ], "throughput": [ 88.38837826469644, 88.37911185786312, 88.38955951396836, 88.38982507451699, 88.38360749244528 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 398.04586398397805, 49.698378268047236, 50.27730766701279, 50.284002439002506, 50.26947850099532, 50.267965363978874, 50.28399226401234 ], "throughput": [ 81.46816506420464, 81.45731845766836, 81.48085323620178, 81.48330592539001, 81.45733494059617 ] }, "decode_256_steps": { "time": [ 2.3554001500015147, 2.355768952984363, 2.3575343510019593, 2.358963035978377, 2.3578547969809733 ], "throughput": [ 108.68641576669484, 108.66940056905457, 108.5880254051014, 108.52226003355933, 108.57326767016595 ] }, "decode_512_steps": { "time": [ 4.783052344981115, 4.787503749015741, 4.785389806027524, 4.792887170042377, 4.785601720039267 ], "throughput": [ 107.04461567041903, 106.94508596578366, 106.9923288913896, 106.82496412605371, 106.98759110187693 ] }, "decode_1024_steps": { "time": [ 9.967771020019427, 9.970158182026353, 9.969963693001773, 9.969837867014576, 9.969577014038805 ], "throughput": [ 102.73109183019778, 102.70649485240969, 102.7084983989237, 102.7097946485094, 102.71248203991398 ] }, "decode_2048_steps": { "time": [ 21.66058134502964, 21.66589153604582, 21.663871372002177, 21.6623521890142, 21.659890368988272 ], "throughput": [ 94.54963222720454, 94.52645863165688, 94.53527325899755, 94.54190302743847, 94.55264847195353 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_4096_steps": { "time": [ 408.2350606339751, 44.552559515985195, 44.88791166397277, 44.887939826003276, 44.887800575990696, 44.89035333500942, 44.900841896014754 ], "throughput": [ 91.24951124174189, 91.24945399314618, 91.24973706532734, 91.24454800861594, 91.22323384238253 ] }, "decode_256_steps": { "time": [ 2.340239487006329, 2.34320929198293, 2.341992788016796, 2.340968851989601, 2.341427310020663 ], "throughput": [ 109.39051384329866, 109.25187130141549, 109.30862012465089, 109.35643154005417, 109.33501924419804 ] }, "decode_512_steps": { "time": [ 4.711575295950752, 4.712241266970523, 4.713914165971801, 4.712712640990503, 4.712924242950976 ], "throughput": [ 108.66853819359014, 108.65318030058387, 108.61462088044793, 108.64231261348229, 108.63743476585432 ] }, "decode_1024_steps": { "time": [ 9.637962172972038, 9.64195954601746, 9.643220378027763, 9.642881172010675, 9.642958115029614 ], "throughput": [ 106.24652614549858, 106.20247835648259, 106.1885925922839, 106.19232797063304, 106.19148064160758 ] }, "decode_2048_steps": { "time": [ 20.27408647100674, 20.270041951036546, 20.267158782982733, 20.26790550199803, 20.270103258022573 ], "throughput": [ 101.01564886431618, 101.03580470859714, 101.05017787296352, 101.04645493823257, 101.0354991255131 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 319.37329282204155, 49.919898635009304, 50.526992758968845, 50.519496507011354, 50.525713109003846, 50.52916775399353, 50.52974712703144 ], "throughput": [ 81.06558052127366, 81.07760930340103, 81.06763364553245, 81.06209110630515, 81.06116165004119 ] }, "decode_256_steps": { "time": [ 2.3658930429955944, 2.3662618710077368, 2.3674319019773975, 2.365765171998646, 2.3658322620321997 ], "throughput": [ 108.20438428436458, 108.18751852303458, 108.13405014360751, 108.21023279488304, 108.20716417997505 ] }, "decode_512_steps": { "time": [ 4.807313869998325, 4.8078019550303, 4.806737645994872, 4.806074152002111, 4.806370518985204 ], "throughput": [ 106.50438349684424, 106.49357123878728, 106.51715107160359, 106.53185610686248, 106.52528721570583 ] }, "decode_1024_steps": { "time": [ 10.023690801986959, 10.027776649978478, 10.027016945998184, 10.022745312016923, 10.022512047027703 ], "throughput": [ 102.15797955350102, 102.11635497507793, 102.12409189242288, 102.16761656831284, 102.16999442806153 ] }, "decode_2048_steps": { "time": [ 21.783371180004906, 21.78591660800157, 21.789165385998785, 21.78656937397318, 21.78658998798346 ], "throughput": [ 94.01666909481266, 94.00568435334077, 93.99166804782699, 94.00286776891986, 94.00277882539618 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_4096_steps": { "time": [ 320.08001899096416, 41.37977304501692, 41.715933953993954, 41.71871808404103, 41.7077596669551, 41.71485082496656, 41.71941931004403 ], "throughput": [ 98.18790116307206, 98.18134851959589, 98.2071449703218, 98.19045061881228, 98.1796982733621 ] }, "decode_256_steps": { "time": [ 2.373881912964862, 2.373810505028814, 2.373554311983753, 2.3738678870140575, 2.3740783520042896 ], "throughput": [ 107.84024201114056, 107.84348601443762, 107.85512625832526, 107.84087918304783, 107.83131895536422 ] }, "decode_512_steps": { "time": [ 4.742910703993402, 4.744045780971646, 4.744816113030538, 4.743785245984327, 4.744002741994336 ], "throughput": [ 107.95058814177334, 107.92475950667055, 107.90723766805434, 107.93068687782912, 107.92573863158431 ] }, "decode_1024_steps": { "time": [ 9.59330006595701, 9.594763253000565, 9.593853792001028, 9.593649328977335, 9.59367078600917 ], "throughput": [ 106.74116236953626, 106.7248845019459, 106.73500161674033, 106.73727638835392, 106.73703766167792 ] }, "decode_2048_steps": { "time": [ 19.736871286004316, 19.739641957974527, 19.73476372100413, 19.737526044016704, 19.738989101955667 ], "throughput": [ 103.76517991746061, 103.75061535362033, 103.77626147204742, 103.76173768854062, 103.75404684716563 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 280.30834932497237, 49.9868570669787, 50.62919740000507, 50.629705134022515, 50.632324406993575, 50.63151159696281, 50.62699988100212 ], "throughput": [ 80.90193426608793, 80.90112295059646, 80.89693783511628, 80.89823650940936, 80.90544590095357 ] }, "decode_256_steps": { "time": [ 2.385536949033849, 2.385719579004217, 2.3847089399932884, 2.386979478003923, 2.385011579026468 ], "throughput": [ 107.31336611813157, 107.30515113886631, 107.35062703321795, 107.24851317702836, 107.3370050909757 ] }, "decode_512_steps": { "time": [ 4.840973710000981, 4.8461793070309795, 4.847889214986935, 4.845648123009596, 4.847119864018168 ], "throughput": [ 105.76384642251988, 105.65023858221163, 105.61297449149316, 105.66182005019395, 105.62973773369036 ] }, "decode_1024_steps": { "time": [ 10.08777242701035, 10.091479786962736, 10.091155597998295, 10.093856560008135, 10.093497277994175 ], "throughput": [ 101.50903060205894, 101.47173869613393, 101.47499858223601, 101.44784542085614, 101.45145649689955 ] }, "decode_2048_steps": { "time": [ 21.868271224026103, 21.87273424700834, 21.871175695036072, 21.8713264229591, 21.87167933996534 ], "throughput": [ 93.65166450605915, 93.63255534822387, 93.63922765545789, 93.6385823335407, 93.63707140026338 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_4096_steps": { "time": [ 314.87159569200594, 41.48698563501239, 41.78845900500892, 41.79366006900091, 41.79996699496405, 41.77567214000737, 41.75957398099126 ], "throughput": [ 98.01749328705895, 98.0052953782355, 97.99050799474256, 98.04749487387367, 98.08529181510514 ] }, "decode_256_steps": { "time": [ 2.459631684003398, 2.457809070008807, 2.458461444999557, 2.458418217021972, 2.457565407967195 ], "throughput": [ 104.08062380434288, 104.15780587833973, 104.13016666203855, 104.13199765095624, 104.1681328887818 ] }, "decode_512_steps": { "time": [ 4.881458196032327, 4.881596469960641, 4.88191482401453, 4.882308338012081, 4.881524035008624 ], "throughput": [ 104.88669152511767, 104.88372055138923, 104.87688098969508, 104.86842791425786, 104.88527687830906 ] }, "decode_1024_steps": { "time": [ 9.73189098900184, 9.73414886300452, 9.733715493988711, 9.732920697017107, 9.734108636970632 ], "throughput": [ 105.22107174825922, 105.19666530802719, 105.20134892296736, 105.20993973718804, 105.19710003140881 ] }, "decode_2048_steps": { "time": [ 19.923852386011276, 19.92474480503006, 19.926538179977797, 19.9249678599881, 19.923426049004775 ], "throughput": [ 102.79136586245339, 102.78676189031924, 102.77751115132644, 102.78561121860817, 102.79356547225484 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 275.1082171909511, 52.77446158399107, 53.42241030198056, 53.422680318006314, 53.42542845697608, 53.41993380698841, 53.41631595400395 ], "throughput": [ 76.6719430449986, 76.67155551945281, 76.66761162801981, 76.67549748000924, 76.68069066251235 ] }, "decode_256_steps": { "time": [ 2.712315167009365, 2.7136288650217466, 2.712825942027848, 2.7116146779735573, 2.712315794022288 ], "throughput": [ 94.38431164408856, 94.33861914567616, 94.3665408215018, 94.40869386033631, 94.38428982502778 ] }, "decode_512_steps": { "time": [ 5.390360463003162, 5.390005711000413, 5.392508051008917, 5.3914740170002915, 5.391966346011031 ], "throughput": [ 94.98437136331074, 94.99062291438095, 94.94654345563875, 94.9647533096833, 94.95608227947803 ] }, "decode_1024_steps": { "time": [ 10.757032963971142, 10.763792902987916, 10.760648532013875, 10.758164344006218, 10.760967539972626 ], "throughput": [ 95.19353556224235, 95.13375157150676, 95.16155062155502, 95.18352455458717, 95.15872956555772 ] }, "decode_2048_steps": { "time": [ 23.22166791599011, 23.224554963002447, 23.217296361981425, 23.215721681015566, 23.218204243981745 ], "throughput": [ 88.19349270729069, 88.18252936439634, 88.21009854332661, 88.21608167687212, 88.20664933770018 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { "compile_4096_steps": { "time": [ 239.52229896601057, 42.289353294996545, 43.06931254104711, 43.084949575015344, 43.087164525000844, 43.08482019195799, 43.08229538798332 ], "throughput": [ 95.10251634725574, 95.06800032035413, 95.06311323000477, 95.06828580810789, 95.07385721008895 ] }, "decode_256_steps": { "time": [ 2.7251157779828645, 2.7262758699944243, 2.7266411510063335, 2.726184525003191, 2.7265407150262035 ], "throughput": [ 93.94096282745522, 93.90098882418805, 93.88840915333392, 93.90413512075098, 93.8918676655594 ] }, "decode_512_steps": { "time": [ 5.416143901005853, 5.417196273047011, 5.41779132100055, 5.417428179993294, 5.417244323005434 ], "throughput": [ 94.53220028088886, 94.51383597589593, 94.5034553131228, 94.50979006806764, 94.51299765559538 ] }, "decode_1024_steps": { "time": [ 10.796080155996606, 10.799901542020962, 10.799931473040488, 10.799428616010118, 10.799217196006794 ], "throughput": [ 94.84924020606002, 94.81567920001437, 94.8154164270558, 94.81983134569947, 94.82168766627294 ] }, "decode_2048_steps": { "time": [ 21.550632797006983, 21.56049578799866, 21.560162072011735, 21.562253193988, 21.549028523033485 ], "throughput": [ 95.03201225183663, 94.98853923108715, 94.990009498055, 94.9807973023443, 95.03908715935471 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 228.48655565298395, 62.84746224398259, 64.01799020497128, 64.0388441629475, 64.06136375200003, 64.05548197496682, 64.03591890499229 ], "throughput": [ 63.982014850599406, 63.96117939882996, 63.93869502773613, 63.944566081022316, 63.96410124257111 ] }, "decode_256_steps": { "time": [ 4.027150407026056, 4.0290850609890185, 4.027456745970994, 4.028147688950412, 4.028963904012926 ], "throughput": [ 63.56852218714354, 63.53799836064015, 63.56368699827713, 63.55278400100177, 63.53990904336945 ] }, "decode_512_steps": { "time": [ 8.026774410973303, 8.028665470017586, 8.027395198005252, 8.026274508971255, 8.0274007699918 ], "throughput": [ 63.78651919008104, 63.77149501520812, 63.781586351601106, 63.79049201814855, 63.781542079469766 ] }, "decode_1024_steps": { "time": [ 16.03128850599751, 16.025486972997896, 16.025097109028138, 16.032621070975438, 16.037778624042403 ], "throughput": [ 63.875090240993956, 63.89821424618086, 63.89976878349798, 63.86978120837599, 63.84924146944582 ] }, "decode_2048_steps": { "time": [ 32.03531830594875, 32.049751090991776, 32.041751224023756, 32.026717379980255, 32.018875768990256 ], "throughput": [ 63.92944126357252, 63.90065227606811, 63.916606357784936, 63.94660981647138, 63.962270717307746 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_4096_steps": { "time": [ 174.0230052759871, 41.49738602596335, 42.26875365996966, 42.26919108699076, 42.270728631992824, 42.26936253497843, 42.26977106498089 ], "throughput": [ 96.90373255266074, 96.90272973453308, 96.89920501866914, 96.90233668914473, 96.90140014487567 ] }, "decode_256_steps": { "time": [ 2.6749047320336103, 2.674941773992032, 2.675229621992912, 2.675007298006676, 2.6748240549932234 ], "throughput": [ 95.70434301238633, 95.70301772137287, 95.69272031658083, 95.70067348629756, 95.70722961090185 ] }, "decode_512_steps": { "time": [ 5.313592671009246, 5.314748219971079, 5.314137144014239, 5.3149689480196685, 5.3147765650064684 ], "throughput": [ 96.35665202443009, 96.33570186374438, 96.34677956640783, 96.33170108938617, 96.33518808130307 ] }, "decode_1024_steps": { "time": [ 10.592372960993089, 10.595030560041778, 10.595083456020802, 10.598448460979853, 10.594913089997135 ], "throughput": [ 96.67333313988547, 96.64908413402087, 96.64860161324145, 96.61791570436421, 96.65015572112418 ] }, "decode_2048_steps": { "time": [ 21.149612407025415, 21.15303792897612, 21.151828356029, 21.15220180299366, 21.152773968002293 ], "throughput": [ 96.83392586994651, 96.81824458862162, 96.82378116576619, 96.82207171974635, 96.81945276293315 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 178.2264589369879, 63.50169069098774, 64.68539033702109, 64.67787246103399, 64.68054148904048, 64.67453312297584, 64.66860784200253 ], "throughput": [ 63.321871888832916, 63.3292321491819, 63.32661888265159, 63.332502025358764, 63.33830488522796 ] }, "decode_256_steps": { "time": [ 4.068309127993416, 4.068530346034095, 4.069243350008037, 4.071569368010387, 4.068246303999331 ], "throughput": [ 62.925405112041005, 62.92198367146079, 62.910958618263614, 62.8750186626679, 62.92637683916448 ] }, "decode_512_steps": { "time": [ 8.10933651495725, 8.110148798965383, 8.111050008039456, 8.108412321016658, 8.10774645395577 ], "throughput": [ 63.137101174139545, 63.13077758392252, 63.12376319866346, 63.14429751838321, 63.14948338698914 ] }, "decode_1024_steps": { "time": [ 16.182667060988024, 16.187244137981907, 16.19145554001443, 16.192415940982755, 16.18908260099124 ], "throughput": [ 63.27757940893336, 63.259687150654415, 63.24323328865388, 63.23948222008501, 63.252503260271304 ] }, "decode_2048_steps": { "time": [ 32.36584570800187, 32.33975955797359, 32.34352714399574, 32.346830788999796, 32.34175028104801 ], "throughput": [ 63.27657922109135, 63.327619870786926, 63.32024305457332, 63.313776034481386, 63.32372188279837 ] } }, "(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_8192_steps": { "time": [ 233.8303044839995, 97.7149835100281, 98.56333374499809, 98.5711033300031, 98.56956923898542, 98.56868296104949, 98.57031804299913 ], "throughput": [ 83.11407182303967, 83.10752059428879, 83.10881404115914, 83.10956131205648, 83.10818269274955 ] }, "decode_256_steps": { "time": [ 3.113440933986567, 3.1128016610164195, 3.1131134800380096, 3.112748213985469, 3.114387909998186 ], "throughput": [ 82.22413896004379, 82.24102524939177, 82.23278773534281, 82.24243735802366, 82.19913748642477 ] }, "decode_512_steps": { "time": [ 6.191407799953595, 6.192321001959499, 6.193664113001432, 6.191904888022691, 6.19267726194812 ], "throughput": [ 82.6952474369137, 82.6830520959722, 82.66512207616087, 82.68860863647744, 82.67829540319573 ] }, "decode_1024_steps": { "time": [ 12.348845981992781, 12.352041673031636, 12.35171077598352, 12.351051443023607, 12.351952058030292 ], "throughput": [ 82.92272828515375, 82.9012747128041, 82.90349560249177, 82.90792121818893, 82.90187617221795 ] }, "decode_2048_steps": { "time": [ 24.666139699984342, 24.669450098008383, 24.66889661300229, 24.6697462190059, 24.669785881997086 ], "throughput": [ 83.02880081398793, 83.01765916400947, 83.01952179411852, 83.01666266928167, 83.01652919876129 ] }, "decode_4096_steps": { "time": [ 49.29960677202325, 49.30608678096905, 49.30493879300775, 49.30537664302392, 49.30490224401001 ], "throughput": [ 83.0838269956428, 83.07290777699592, 83.07484199901046, 83.07410426362765, 83.07490358116708 ] } }, "(max_new_tokens=8192, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 297.92874466400826, 184.54479925701162, 186.26630384399323, 186.2658625030308, 186.31734033901012, 186.26590526103973, 186.23458120203577 ], "throughput": [ 43.9800427180924, 43.98014692502608, 43.967995598769306, 43.98013682922506, 43.98753414712461 ] }, "decode_256_steps": { "time": [ 5.843119803001173, 5.842750779003836, 5.84235777601134, 5.8418501209816895, 5.844160458014812 ], "throughput": [ 43.81221139236474, 43.81497854057826, 43.81792588107721, 43.8217336457411, 43.804409861627924 ] }, "decode_512_steps": { "time": [ 11.662106356001459, 11.655949149047956, 11.655246424023062, 11.662319874041714, 11.657693421002477 ], "throughput": [ 43.90287520714632, 43.92606671948458, 43.928715135932066, 43.90207141716483, 43.91949432102768 ] }, "decode_1024_steps": { "time": [ 23.292898754007183, 23.29308873199625, 23.290278884989675, 23.308046323014423, 23.297605275991373 ], "throughput": [ 43.96189631931649, 43.9615377669255, 43.96684149024753, 43.93332610588215, 43.95301525068122 ] }, "decode_2048_steps": { "time": [ 46.56448011001339, 46.57229524402646, 46.58742330898531, 46.58991490403423, 46.57138096902054 ], "throughput": [ 43.982022244453034, 43.974641775094476, 43.96036214359601, 43.958011175132306, 43.97550507171641 ] }, "decode_4096_steps": { "time": [ 93.08809596003266, 93.11769713199465, 93.16980960796354, 93.1356849540025, 93.11263228399912 ], "throughput": [ 44.00132968407277, 43.987342107418165, 43.96273875877815, 43.978846583056935, 43.98973479244958 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_8192_steps": { "time": [ 772.9508774519782, 165.21663394296775, 166.79915598599473, 166.79967318399576, 166.80139338498702, 166.7941214700113, 166.79485571105033 ], "throughput": [ 49.112958345471725, 49.112806060257995, 49.112299566301594, 49.1144407716604, 49.11422456692273 ] }, "decode_256_steps": { "time": [ 2.3810179350548424, 2.381545791053213, 2.380004594044294, 2.380996661959216, 2.3807082420098595 ], "throughput": [ 107.51703976312278, 107.49320922642715, 107.56281758472757, 107.51800037776997, 107.53102605461547 ] }, "decode_512_steps": { "time": [ 4.873354705050588, 4.874515408999287, 4.878033014014363, 4.877023632987402, 4.876360050984658 ], "throughput": [ 105.06109876824269, 105.03608195693673, 104.96033924515223, 104.98206253029295, 104.99634863849204 ] }, "decode_1024_steps": { "time": [ 10.299009851005394, 10.303589875053149, 10.301252794044558, 10.302701642969623, 10.30103757895995 ], "throughput": [ 99.42703374538831, 99.38283767284729, 99.40538500249242, 99.39140581623647, 99.40746183583856 ] }, "decode_2048_steps": { "time": [ 22.921321786998305, 22.926886670000385, 22.92804852401605, 22.926555885991547, 22.92521698900964 ], "throughput": [ 89.34912301443671, 89.32743592612549, 89.32290935509913, 89.32872474104832, 89.33394178915786 ] }, "decode_4096_steps": { "time": [ 56.310695713036694, 56.31977730302606, 56.32150294998428, 56.31854614801705, 56.33010365301743 ], "throughput": [ 72.73928954587078, 72.72756030198155, 72.72533198621156, 72.72915016724413, 72.714227994867 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 612.5758375750156, 127.99904663895722, 129.03320978104603, 128.98529271100415, 128.98764263896737, 128.95904477796284, 128.973452678998 ], "throughput": [ 63.48753172846624, 63.51111687093233, 63.509959810097214, 63.52404373112951, 63.51694732395098 ] }, "decode_256_steps": { "time": [ 2.3613091809675097, 2.3608415279886685, 2.360851621022448, 2.362370212969836, 2.3611709870165214 ], "throughput": [ 108.41443469724197, 108.43591023159465, 108.43544665002301, 108.36574157365942, 108.42077994676323 ] }, "decode_512_steps": { "time": [ 4.797812267031986, 4.800420621992089, 4.798899051966146, 4.798707480018493, 4.798266344994772 ], "throughput": [ 106.71530512316866, 106.65732033030245, 106.69113779132938, 106.69539706930144, 106.70520625310512 ] }, "decode_1024_steps": { "time": [ 9.993081633001566, 10.00073298002826, 9.99963315000059, 10.00194167700829, 9.99984524602769 ], "throughput": [ 102.47089312452928, 102.39249483462424, 102.40375668180782, 102.38012108727789, 102.4015847052004 ] }, "decode_2048_steps": { "time": [ 21.718664501968306, 21.7112237859983, 21.716647060995456, 21.709190235007554, 21.70558033499401 ], "throughput": [ 94.29677408638064, 94.32909080513313, 94.30553410237737, 94.33792683328464, 94.35361636925177 ] }, "decode_4096_steps": { "time": [ 50.314261140010785, 50.31794405495748, 50.321464248991106, 50.33033491997048, 50.324923150998075 ], "throughput": [ 81.40833050498259, 81.40237199529318, 81.39667756353334, 81.38233148086515, 81.39108305660206 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_8192_steps": { "time": [ 502.9483437309973, 112.54389001399977, 113.24894084502012, 113.26636744698044, 113.25348226400092, 113.2586253710324, 113.2763700709911 ], "throughput": [ 72.33621735333189, 72.32508806141986, 72.33331670017826, 72.3300320232849, 72.31870155148876 ] }, "decode_256_steps": { "time": [ 2.3550420979736373, 2.357170424016658, 2.35602797602769, 2.3555627730092965, 2.355141947977245 ], "throughput": [ 108.70294005371352, 108.6047904689775, 108.65745339391984, 108.67891228937742, 108.69833141899159 ] }, "decode_512_steps": { "time": [ 4.746998831978999, 4.761515068006702, 4.749201844038907, 4.747045553987846, 4.746950136963278 ], "throughput": [ 107.85762080892484, 107.52879969659257, 107.80758889889067, 107.85655923817387, 107.85872723060389 ] }, "decode_1024_steps": { "time": [ 9.740093472995795, 9.740158749977127, 9.738719809043687, 9.739768427039962, 9.739494095032569 ], "throughput": [ 105.1324612889002, 105.13175670801101, 105.14729041173162, 105.13596988169938, 105.13893124307867 ] }, "decode_2048_steps": { "time": [ 20.552832910965662, 20.554995152982883, 20.557955801021308, 20.559501965006348, 20.563698895974085 ], "throughput": [ 99.64563079317983, 99.63514876834208, 99.62079984130798, 99.61330792379277, 99.59297742882984 ] }, "decode_4096_steps": { "time": [ 45.83430526999291, 45.83719525998458, 45.83699896198232, 45.835352969006635, 45.83512885402888 ], "throughput": [ 89.36537765483695, 89.35974325583938, 89.36012594099506, 89.36333495172755, 89.36377190177713 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 427.2314429769758, 127.97413621400483, 129.05993296502857, 129.0892604420078, 129.0471854659845, 129.09608854498947, 129.07931161596207 ], "throughput": [ 63.47438598329189, 63.459965391003095, 63.480656090398234, 63.45660888978151, 63.46485658656836 ] }, "decode_256_steps": { "time": [ 2.35664584900951, 2.359354693966452, 2.3704311749897897, 2.3571936130174436, 2.3561860069748946 ], "throughput": [ 108.6289652336162, 108.50424510340288, 107.99722966059231, 108.60372206434685, 108.65016566696201 ] }, "decode_512_steps": { "time": [ 4.788689372013323, 4.7924237890401855, 4.7895527190412395, 4.790320022031665, 4.789376196975354 ], "throughput": [ 106.91860762410202, 106.83529306629664, 106.89933487202347, 106.88221197022473, 106.90327486142027 ] }, "decode_1024_steps": { "time": [ 9.983720546006225, 9.980204506020527, 9.982326142024249, 9.980276627000421, 9.981728112034034 ], "throughput": [ 102.56697343252756, 102.60310792051156, 102.58130073401408, 102.60236647446153, 102.58744663315956 ] }, "decode_2048_steps": { "time": [ 21.6785617149435, 21.67983000597451, 21.676396971044596, 21.675091358018108, 21.67088391300058 ], "throughput": [ 94.47121201718238, 94.46568535987662, 94.48064651776424, 94.48633762009028, 94.50468232961113 ] }, "decode_4096_steps": { "time": [ 50.302321075985674, 50.30294794100337, 50.302119822998066, 50.301028140005656, 50.2897425040137 ], "throughput": [ 81.42765408007048, 81.42663934535005, 81.42797986273561, 81.4297470938243, 81.44802092937923 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_8192_steps": { "time": [ 436.4162371410057, 89.79175665299408, 90.07766374899074, 90.08264054404572, 90.08385440701386, 90.11331933701877, 90.08564417099115 ], "throughput": [ 90.94374408763221, 90.93871971919539, 90.9374943370782, 90.90775992128732, 90.93568764908649 ] }, "decode_256_steps": { "time": [ 2.3539622019743547, 2.3538632720010355, 2.353846761980094, 2.354207972995937, 2.3548091030097567 ], "throughput": [ 108.75280825889361, 108.75737900543926, 108.75814183615277, 108.74145484870543, 108.7136955912045 ] }, "decode_512_steps": { "time": [ 4.702579561970197, 4.705191579007078, 4.704617979004979, 4.704653579974547, 4.703840525005944 ], "throughput": [ 108.87641415799716, 108.81597303803, 108.82924018164114, 108.82841665098114, 108.84722755335184 ] }, "decode_1024_steps": { "time": [ 9.510372560995165, 9.511322237027343, 9.512331989011727, 9.511547597008757, 9.512337716994807 ], "throughput": [ 107.6719122655326, 107.6611615589674, 107.64973312357944, 107.65861071042036, 107.64966830083362 ] }, "decode_2048_steps": { "time": [ 19.5103224759805, 19.523143999045715, 19.515742624993436, 19.517686985025648, 19.518002673983574 ], "throughput": [ 104.97007430406794, 104.90113683022086, 104.94092074042655, 104.93046648259426, 104.92876931151729 ] }, "decode_4096_steps": { "time": [ 41.04610735399183, 41.096653426997364, 41.10095290094614, 41.08889789303066, 41.08293891197536 ], "throughput": [ 99.79021797792123, 99.66748283472738, 99.65705685392298, 99.68629508300215, 99.70075433931645 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 364.9706505200011, 128.81593016599072, 129.93769653799245, 129.93694329698337, 129.9101692159893, 129.9184962149593, 129.90921802894445 ], "throughput": [ 63.04559968557503, 63.04596515924187, 63.05895873617053, 63.054917033874524, 63.059420449861996 ] }, "decode_256_steps": { "time": [ 2.408294331980869, 2.4092810709844343, 2.4080795629997738, 2.406898297020234, 2.40756182000041 ], "throughput": [ 106.29929930094342, 106.25576363134675, 106.30877979841236, 106.36095439384819, 106.33164136153164 ] }, "decode_512_steps": { "time": [ 4.888792893965729, 4.8872692590230145, 4.887233545014169, 4.8848940880270675, 4.885379045037553 ], "throughput": [ 104.72932912170715, 104.76197910617083, 104.76274466611675, 104.81291728615324, 104.80251282038739 ] }, "decode_1024_steps": { "time": [ 10.177896857028827, 10.180010797979776, 10.180439415038563, 10.18059634004021, 10.187273115036078 ], "throughput": [ 100.610176580128, 100.58928426708673, 100.58504925507884, 100.58349882438768, 100.5175760418762 ] }, "decode_2048_steps": { "time": [ 22.08746200700989, 22.09032118396135, 22.091279942949768, 22.09245730098337, 22.09099396102829 ], "throughput": [ 92.72228739318383, 92.71028623553684, 92.7062626198624, 92.70132208918382, 92.70746276120343 ] }, "decode_4096_steps": { "time": [ 51.11384355201153, 51.11896636500023, 51.11292119300924, 51.118960674037226, 51.12346969899954 ], "throughput": [ 80.13484636177016, 80.1268157644991, 80.13629243636761, 80.1268246848437, 80.11975760088436 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_8192_steps": { "time": [ 419.21963424398564, 90.21070486400276, 90.47400324401679, 90.47706193500198, 90.49714440997923, 90.49018554197391, 90.51613207400078 ], "throughput": [ 90.5453467987419, 90.54228579930093, 90.52219330687144, 90.52915463633498, 90.50320437137871 ] }, "decode_256_steps": { "time": [ 2.4484081949922256, 2.4494139869930223, 2.449084616964683, 2.448872757027857, 2.448587196005974 ], "throughput": [ 104.55772878215386, 104.51479470576294, 104.52885058633792, 104.53789371674074, 104.55008521549723 ] }, "decode_512_steps": { "time": [ 4.860521776019596, 4.862479624978732, 4.862850214994978, 4.86376396601554, 4.862075234006625 ], "throughput": [ 105.33848495979578, 105.29607103541116, 105.28804659070272, 105.26826621881432, 105.30482877330614 ] }, "decode_1024_steps": { "time": [ 9.690486868028529, 9.692172890005168, 9.693921471945941, 9.694851125008427, 9.69373945397092 ], "throughput": [ 105.67064523645824, 105.65226308085947, 105.63320560863218, 105.62307629031383, 105.63518906839724 ] }, "decode_2048_steps": { "time": [ 19.799122638010886, 19.799024410021957, 19.801284134038724, 19.80051547003677, 19.799785919021815 ], "throughput": [ 103.43892693851973, 103.43944012530912, 103.42763560871566, 103.43165071127295, 103.43546179620405 ] }, "decode_4096_steps": { "time": [ 41.47357050300343, 41.473990023019724, 41.48486052901717, 41.471773782977834, 41.47304021602031 ], "throughput": [ 98.76169209263948, 98.7606930928651, 98.7348142856837, 98.76597083680107, 98.76295488985606 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 359.75380888499785, 134.1666040609707, 135.36592174100224, 135.3150567850098, 135.32155099097872, 135.28814771497855, 135.29948306799633 ], "throughput": [ 60.5174470401338, 60.540195560169984, 60.53729018038024, 60.55223712027373, 60.54716407070835 ] }, "decode_256_steps": { "time": [ 2.726895716972649, 2.726390279014595, 2.7255314309732057, 2.7261898390133865, 2.7258218729984947 ], "throughput": [ 93.87964431738762, 93.89704840516326, 93.92663650500998, 93.90395207864428, 93.91662842531655 ] }, "decode_512_steps": { "time": [ 5.419095184013713, 5.4200749269803055, 5.423571295978036, 5.420256790006533, 5.419323564041406 ], "throughput": [ 94.48071728106859, 94.46363876841299, 94.4027416731268, 94.46046927960822, 94.47673569396198 ] }, "decode_1024_steps": { "time": [ 10.813352953991853, 10.815201158984564, 10.814908792963251, 10.81541381898569, 10.81602282600943 ], "throughput": [ 94.69773199458736, 94.68154914061192, 94.68410872464021, 94.67968744778317, 94.67435641292971 ] }, "decode_2048_steps": { "time": [ 23.331287711975165, 23.33424447500147, 23.334458915051073, 23.335523926012684, 23.335402314027306 ], "throughput": [ 87.77912412219024, 87.76800132500844, 87.76719475072163, 87.76318914001514, 87.76364651613109 ] }, "decode_4096_steps": { "time": [ 53.542700849007815, 53.53604375204304, 53.543223734013736, 53.537021010008175, 53.536108647007495 ], "throughput": [ 76.49968968787837, 76.50920226699958, 76.49894261779357, 76.50780567776262, 76.50910952469748 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { "compile_8192_steps": { "time": [ 425.42738166596973, 95.15946003701538, 95.48650853196159, 95.49850177404005, 95.48597550799605, 95.46805072703864, 95.4490122430143 ], "throughput": [ 85.79222474406365, 85.78145047116207, 85.7927036553551, 85.8088118235753, 85.82592745059605 ] }, "decode_256_steps": { "time": [ 2.7931399780209176, 2.7935138840111904, 2.7964273809920996, 2.7953836120432243, 2.7953257570043206 ], "throughput": [ 91.65312229764764, 91.64085471893596, 91.54537741265352, 91.57955956280449, 91.5814549909019 ] }, "decode_512_steps": { "time": [ 5.556130070006475, 5.555132979003247, 5.5579075060086325, 5.554008639010135, 5.554882274009287 ], "throughput": [ 92.15047048014902, 92.16701057116148, 92.12100047481516, 92.1856686364916, 92.17117028664936 ] }, "decode_1024_steps": { "time": [ 11.07342059200164, 11.074488206999376, 11.074605494970456, 11.073107714008074, 11.074253264989238 ], "throughput": [ 92.4736843048875, 92.46476955502145, 92.46379028716198, 92.47629721009443, 92.4667312095282 ] }, "decode_2048_steps": { "time": [ 22.109694797021803, 22.11506515700603, 22.113644514000043, 22.10977586900117, 22.12583579297643 ], "throughput": [ 92.62904887659813, 92.60655509989287, 92.61250440665358, 92.62870922501669, 92.5614751534092 ] }, "decode_4096_steps": { "time": [ 44.220422371989116, 44.236454116005916, 44.22164187103044, 44.2345365670044, 44.238814216980245 ], "throughput": [ 92.62688550425428, 92.59331657231449, 92.62433113509714, 92.59733045457753, 92.58837680210304 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 376.185833223979, 155.52785488701193, 156.65658880397677, 156.66235558199696, 156.63540098798694, 156.62477973499335, 156.62163238599896 ], "throughput": [ 52.29272552494162, 52.290800617461116, 52.29979907689118, 52.30334570213432, 52.30439675031963 ] }, "decode_256_steps": { "time": [ 4.029697835969273, 4.029096368991304, 4.028846203000285, 4.028881691978313, 4.029470800014678 ], "throughput": [ 63.52833647102071, 63.537820035833576, 63.54176533454085, 63.54120561785363, 63.531915902968564 ] }, "decode_512_steps": { "time": [ 8.028116651985329, 8.02881502796663, 8.02908277104143, 8.028071709966753, 8.029038529028185 ], "throughput": [ 63.77585456152832, 63.770307102176275, 63.768180575574, 63.776211585698505, 63.76853195422033 ] }, "decode_1024_steps": { "time": [ 16.02574002702022, 16.028697124973405, 16.029237409005873, 16.02802118199179, 16.02999941102462 ], "throughput": [ 63.89720526312566, 63.88541701275044, 63.88326368069609, 63.88811122551488, 63.8802269260063 ] }, "decode_2048_steps": { "time": [ 32.028445495001506, 32.029952952987514, 32.028386753983796, 32.02781144401524, 32.026203931018244 ], "throughput": [ 63.94315953671931, 63.94015011529943, 63.94327681038331, 63.9444254122675, 63.94763501822508 ] }, "decode_4096_steps": { "time": [ 64.05182663403684, 64.06509210396325, 64.06217290798668, 64.06327771599172, 64.05480818497017 ], "throughput": [ 63.94821530075467, 63.93497403161635, 63.937887431372914, 63.936784785795325, 63.94523871138664 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_8192_steps": { "time": [ 235.48449515801622, 98.96081681497162, 99.81511991599109, 99.80424373300048, 99.82068909698864, 99.83359425200615, 99.82133641903056 ], "throughput": [ 82.07173429130533, 82.0806780713203, 82.06715535734699, 82.05654681049793, 82.06662316773217 ] }, "decode_256_steps": { "time": [ 3.149837972014211, 3.1491488700266927, 3.1496774239931256, 3.1502084680250846, 3.150303533009719 ], "throughput": [ 81.27402179874572, 81.29180631521878, 81.27816456691177, 81.26446316122387, 81.26201088801884 ] }, "decode_512_steps": { "time": [ 6.269088372995611, 6.267152025015093, 6.268280740012415, 6.268699902982917, 6.266268884995952 ], "throughput": [ 81.67056668166678, 81.69580025446517, 81.68108947829066, 81.67562778948286, 81.70731409658153 ] }, "decode_1024_steps": { "time": [ 12.502403168007731, 12.50029437604826, 12.501955104991794, 12.506756949995179, 12.503598491020966 ], "throughput": [ 81.90425362543922, 81.91807082256241, 81.90718902766946, 81.87574157666786, 81.89642371636859 ] }, "decode_2048_steps": { "time": [ 24.979352894995827, 24.98316332901595, 24.97847437200835, 24.9778898130171, 24.984331711020786 ], "throughput": [ 81.98771235624285, 81.97520758395761, 81.99059596270027, 81.99251479333115, 81.9713740470637 ] }, "decode_4096_steps": { "time": [ 49.929808357032016, 49.938046151946764, 49.937535294971894, 49.93683425697964, 49.935919321957044 ], "throughput": [ 82.03516365836657, 82.02163111342159, 82.02247018811956, 82.02362166014768, 82.02512451190562 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 299.91847592499107, 184.7841625319561, 186.41175979498075, 186.3785759099992, 186.3488943349803, 186.30305335699813, 186.27357449097326 ], "throughput": [ 43.94572536094139, 43.95354970388793, 43.96055060715349, 43.97136736295086, 43.97832608509363 ] }, "decode_256_steps": { "time": [ 5.843153084046207, 5.843655014992692, 5.8469986519776285, 5.844515680975746, 5.844976494030561 ], "throughput": [ 43.8119618496676, 43.80819869468632, 43.78314674545259, 43.80174747982892, 43.79829418671764 ] }, "decode_512_steps": { "time": [ 11.671582390961703, 11.670989107980859, 11.668221604952123, 11.670612027985044, 11.668358464026824 ], "throughput": [ 43.86723092461611, 43.86946087113422, 43.879865958553744, 43.870878302892045, 43.87935128822787 ] }, "decode_1024_steps": { "time": [ 23.3072714980226, 23.310795189987402, 23.309496469039004, 23.305362624989357, 23.305784291005693 ], "throughput": [ 43.934786621714885, 43.92814537874859, 43.93059289633884, 43.93838518959615, 43.93759022283529 ] }, "decode_2048_steps": { "time": [ 46.58528052398469, 46.59428413095884, 46.5926919610356, 46.59224498900585, 46.594614178990014 ], "throughput": [ 43.962384190121504, 43.953889156100125, 43.95539115260169, 43.95581282857817, 43.95357781336591 ] }, "decode_4096_steps": { "time": [ 93.18115560902515, 93.23322376102442, 93.23153038299643, 93.15964859997621, 93.16242314799456 ], "throughput": [ 43.957385731362166, 43.93283675890984, 43.933634717499274, 43.967533814860765, 43.96622438097427 ] } }, "(max_new_tokens=16384, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_16384_steps": { "time": [ 377.16219847201137, 238.9766501020058, 239.8440525539918, 239.81755103700561, 239.84053257200867, 239.88534707797226, 239.88361280004028 ], "throughput": [ 68.31105389328661, 68.31860274259839, 68.31205644976184, 68.299294640429, 68.29978842138419 ] }, "decode_256_steps": { "time": [ 3.7732639309833758, 3.7728344880160876, 3.7727952559944242, 3.772393751947675, 3.772068221005611 ], "throughput": [ 67.84577084521149, 67.85349339154695, 67.85419897707227, 67.86142084659853, 67.86727731338642 ] }, "decode_512_steps": { "time": [ 7.514677734987345, 7.516119933978189, 7.516310763021465, 7.51588400703622, 7.516579908027779 ], "throughput": [ 68.13332760980498, 68.12025413343888, 68.11852465160477, 68.12239245851531, 68.11608554219973 ] }, "decode_1024_steps": { "time": [ 15.00243719900027, 15.0053639630205, 15.003847678017337, 15.005385326046962, 15.00354366801912 ], "throughput": [ 68.25557650514526, 68.24226340151193, 68.24915994717131, 68.24216624564109, 68.25054284893457 ] }, "decode_2048_steps": { "time": [ 29.974941335967742, 29.978379437990952, 29.979502001951914, 29.97872578498209, 29.97853907098761 ], "throughput": [ 68.32373671879549, 68.31590093908191, 68.31334289230882, 68.31511167916116, 68.3155371631167 ] }, "decode_4096_steps": { "time": [ 59.92685979203088, 59.933275472023524, 59.9344157850137, 59.93653515598271, 59.939329458982684 ], "throughput": [ 68.34998553594642, 68.34266887201896, 68.34136858349396, 68.33895201549947, 68.33576613170072 ] }, "decode_8192_steps": { "time": [ 119.88112659897888, 119.8752764959936, 119.86961098696338, 119.86880313197616, 119.87609956401866 ], "throughput": [ 68.3343594809842, 68.33769430574608, 68.34092421381875, 68.34138479701484, 68.33722509986357 ] } }, "(max_new_tokens=16384, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 715.4714949650224, 600.7711724850233, 603.2527452360373, 603.1966627959628, 603.161358059966, 603.1235369750066, 603.2680484009907 ], "throughput": [ 27.159428828772857, 27.16195398703996, 27.16354385283931, 27.165247243002145, 27.158739872643807 ] }, "decode_256_steps": { "time": [ 9.433742907014675, 9.433049224026036, 9.435953476000577, 9.435686828044709, 9.438032416044734 ], "throughput": [ 27.13663097704786, 27.138626537426138, 27.130273655027118, 27.131040343466875, 27.12429759880861 ] }, "decode_512_steps": { "time": [ 18.864199044008274, 18.859586108999792, 18.857836531009525, 18.857116411963943, 18.86384869198082 ], "throughput": [ 27.141359079468767, 27.147997683558582, 27.150516399804154, 27.15155322874076, 27.141863166961016 ] }, "decode_1024_steps": { "time": [ 37.71785702096531, 37.70381953101605, 37.728793132991996, 37.72127547900891, 37.72069077601191 ], "throughput": [ 27.148944316502764, 27.15905212620789, 27.14107489180622, 27.14648396684874, 27.146904760588384 ] }, "decode_2048_steps": { "time": [ 75.42657924303785, 75.45287505898159, 75.43677912501153, 75.3929663769668, 75.39401785295922 ], "throughput": [ 27.152232284072962, 27.142769555157127, 27.14856100372627, 27.164337715005754, 27.163958869975726 ] }, "decode_4096_steps": { "time": [ 150.8021106320084, 150.77381917199818, 150.82534129702253, 150.85390898102196, 150.90633182803867 ], "throughput": [ 27.161423555902182, 27.16652017236101, 27.157240055128984, 27.152097202302485, 27.14266492586599 ] }, "decode_8192_steps": { "time": [ 301.61528885696316, 301.6922232680372, 301.60243395599537, 301.6766379660112, 301.72581834398443 ], "throughput": [ 27.16042688368142, 27.153500714275463, 27.161584515578664, 27.154903525950072, 27.15047736041156 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_16384_steps": { "time": [ 1534.2547444140073, 571.1921611650032, 574.308960822993, 574.3115876970114, 574.3512748960638, 574.3488586280728, 574.3207278220216 ], "throughput": [ 28.52819843960208, 28.52806795297273, 28.526096687022925, 28.526216695434712, 28.527613938177936 ] }, "decode_256_steps": { "time": [ 2.3755811280570924, 2.3744592670118436, 2.374343028990552, 2.3825857859337702, 2.374175333068706 ], "throughput": [ 107.76310561507691, 107.81402046208404, 107.81929859091927, 107.44628861271825, 107.82691422756503 ] }, "decode_512_steps": { "time": [ 4.871933632064611, 4.874370960984379, 4.873987918021157, 4.875242649926804, 4.873957381932996 ], "throughput": [ 105.09174358005909, 105.03919461570926, 105.0474495652571, 105.02041370344655, 105.04810770358898 ] }, "decode_1024_steps": { "time": [ 10.355068831006065, 10.357616962050088, 10.355254375026561, 10.354767601005733, 10.355614237952977 ], "throughput": [ 98.88876807210093, 98.8644399336157, 98.88699619678569, 98.89164484005816, 98.88355982275532 ] }, "decode_2048_steps": { "time": [ 23.254195373971015, 23.24681159609463, 23.25668473006226, 23.25204507797025, 23.244007886038162 ], "throughput": [ 88.07012958583707, 88.09810289614322, 88.06070270852905, 88.0782741101918, 88.1087293568748 ] }, "decode_4096_steps": { "time": [ 58.153782071894966, 58.18757276888937, 58.168673344072886, 58.166057546040975, 58.17194308899343 ], "throughput": [ 70.43394004771959, 70.39303763826993, 70.41590884790848, 70.41907553658484, 70.41195089072062 ] }, "decode_8192_steps": { "time": [ 174.57696023397148, 174.5822812319966, 174.57115603401326, 174.56880974804517, 174.5661227949895 ], "throughput": [ 46.92486333260082, 46.92343313531299, 46.926423506091005, 46.92705421904118, 46.927776528672105 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 1165.4338901230367, 370.2898630570853, 371.96672410995234, 372.1092568129534, 372.0764079479268, 372.15043222205713, 372.05791217496153 ], "throughput": [ 44.04695081046265, 44.0300790695881, 44.03396627687555, 44.02520750056227, 44.03615529696185 ] }, "decode_256_steps": { "time": [ 2.354516522027552, 2.353702045045793, 2.3544202810153365, 2.3540850509889424, 2.354563042987138 ], "throughput": [ 108.72720475945097, 108.76482881036003, 108.73164917250917, 108.74713294341483, 108.72505655029022 ] }, "decode_512_steps": { "time": [ 4.780476341024041, 4.782437045010738, 4.782407509046607, 4.781961326021701, 4.783311642007902 ], "throughput": [ 107.10229765310852, 107.05838784310654, 107.05904903157644, 107.06903822368481, 107.03881292272993 ] }, "decode_1024_steps": { "time": [ 9.965037610032596, 9.966235409025103, 9.96527274500113, 9.967632455052808, 9.968034010962583 ], "throughput": [ 102.75927097044348, 102.74692077539112, 102.75684632050519, 102.73251994568804, 102.72838143146699 ] }, "decode_2048_steps": { "time": [ 21.65890441997908, 21.65474406199064, 21.66362625407055, 21.651947746053338, 21.660774593940005 ], "throughput": [ 94.55695266427415, 94.57511915805736, 94.53634289943426, 94.58733339005514, 94.5487886925782 ] }, "decode_4096_steps": { "time": [ 50.277776886941865, 50.28568417602219, 50.28601249190979, 50.28007807803806, 50.29620619106572 ], "throughput": [ 81.46740475837969, 81.45459422729905, 81.45406241266357, 81.46367620278419, 81.43755384730362 ] }, "decode_8192_steps": { "time": [ 128.95452879893128, 128.98233485396486, 128.91238764498848, 128.90690401906613, 128.89434734999668 ], "throughput": [ 63.52626833892081, 63.51257332467324, 63.547034925455954, 63.549738179953124, 63.5559290878415 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_16384_steps": { "time": [ 769.4946247310145, 300.36357011599466, 301.5155136989197, 301.5103876059875, 301.5150493409019, 301.5123535890598, 301.5405254740035 ], "throughput": [ 54.338829199881076, 54.33975303501166, 54.338912886155015, 54.339398717739584, 54.33432197627612 ] }, "decode_256_steps": { "time": [ 2.334547193022445, 2.331282561062835, 2.3311272229766473, 2.3308728069532663, 2.331954155000858 ], "throughput": [ 109.65723921329987, 109.81079868897969, 109.81811609282748, 109.8301027993986, 109.77917359610606 ] }, "decode_512_steps": { "time": [ 4.6972318229964, 4.704620750970207, 4.697779075941071, 4.69729360495694, 4.697752802981995 ], "throughput": [ 109.00036857737868, 108.82917605939079, 108.98767092350653, 108.9989349313185, 108.98828045507152 ] }, "decode_1024_steps": { "time": [ 9.618182968930341, 9.621037726057693, 9.619499858934432, 9.620457780081779, 9.62028474197723 ], "throughput": [ 106.46501561758927, 106.43342528702392, 106.45044077306429, 106.43984136805759, 106.44175587983067 ] }, "decode_2048_steps": { "time": [ 20.23282307595946, 20.235647578025237, 20.236890629050322, 20.243930638069287, 20.245550836087205 ], "throughput": [ 101.22166305271674, 101.20753448108138, 101.20131780818488, 101.16612413938417, 101.15802808138416 ] }, "decode_4096_steps": { "time": [ 44.886482486035675, 44.87963425402995, 44.879696498042904, 44.88699201005511, 44.89092660602182 ], "throughput": [ 91.25241661059715, 91.26634091569498, 91.26621433767086, 91.25138078048218, 91.24338278752634 ] }, "decode_8192_steps": { "time": [ 110.0003651229199, 109.99252517288551, 109.99364565103315, 109.97730916796718, 109.97946578706615 ], "throughput": [ 74.47248007627839, 74.47778825991921, 74.47702957305384, 74.48809269818054, 74.48663203966389 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 736.9058593469672, 370.69444327102974, 372.67111896909773, 372.58480205293745, 372.604123235913, 372.6031670169905, 372.60790827008896 ], "throughput": [ 43.96369658406123, 43.97388167666628, 43.97160143508806, 43.97171428028388, 43.97115476176066 ] }, "decode_256_steps": { "time": [ 2.373660704935901, 2.374411134980619, 2.373702071956359, 2.374229269917123, 2.3742940749507397 ], "throughput": [ 107.85029194259384, 107.81620597567219, 107.84841241218187, 107.82446465624449, 107.82152164757069 ] }, "decode_512_steps": { "time": [ 4.819216221105307, 4.820587718044408, 4.821300836047158, 4.821849665022455, 4.8216814489569515 ], "throughput": [ 106.24134226593607, 106.21111572837547, 106.19540605555196, 106.18331876126952, 106.18702322418214 ] }, "decode_1024_steps": { "time": [ 10.04327031597495, 10.04161816299893, 10.040833965991624, 10.042481238022447, 10.042319518979639 ], "throughput": [ 101.95882096006247, 101.97559630112268, 101.98356067516855, 101.9668322727825, 101.96847432156238 ] }, "decode_2048_steps": { "time": [ 21.80804908403661, 21.811999794910662, 21.81394294393249, 21.8154592809733, 21.817774140043184 ], "throughput": [ 93.91028019554149, 93.89327064260539, 93.88490678938206, 93.87838108850616, 93.86842062138729 ] }, "decode_4096_steps": { "time": [ 50.53813379991334, 50.54744738899171, 50.54308764101006, 50.541705077979714, 50.5413535060361 ], "throughput": [ 81.04770975945739, 81.03277636314493, 81.03976609210068, 81.04198292638465, 81.04254666450156 ] }, "decode_8192_steps": { "time": [ 129.3124451090116, 129.30254952807445, 129.3203309760429, 129.329020199948, 129.31632743298542 ], "throughput": [ 63.350437717685, 63.35528595452277, 63.34657465049019, 63.34231858661599, 63.34853581613873 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_16384_steps": { "time": [ 584.5784904980101, 222.3270575919887, 222.9168294199044, 222.93194141297136, 222.89111753797624, 222.91524608398322, 222.88546873803716 ], "throughput": [ 73.49826409534005, 73.49328183371166, 73.50674257895669, 73.49878614326512, 73.50860553074693 ] }, "decode_256_steps": { "time": [ 2.387003786978312, 2.3871401409851387, 2.3873497599270195, 2.387742260005325, 2.387452054070309 ], "throughput": [ 107.24742097039916, 107.24129497246544, 107.2318787540481, 107.21425184283879, 107.22728423532185 ] }, "decode_512_steps": { "time": [ 4.772277353913523, 4.766543418983929, 4.7669215350179, 4.7660150290466845, 4.766347686992958 ], "throughput": [ 107.28630421702807, 107.41536476114628, 107.40684448838476, 107.42727349359872, 107.41977581644191 ] }, "decode_1024_steps": { "time": [ 9.63386416900903, 9.632624570047483, 9.6364878739696, 9.63373005494941, 9.634974500047974 ], "throughput": [ 106.29172075044234, 106.30539917273578, 106.26278094180586, 106.29320046952233, 106.27947173029895 ] }, "decode_2048_steps": { "time": [ 19.824187414953485, 19.83534692309331, 19.83255451300647, 19.828959982958622, 19.825451232958585 ], "throughput": [ 103.30814358903726, 103.25002168808125, 103.26455922039153, 103.2832786873386, 103.30155797893401 ] }, "decode_4096_steps": { "time": [ 41.96493146405555, 41.972916373983026, 41.96978372801095, 41.97593566798605, 41.968566335970536 ], "throughput": [ 97.60530655240957, 97.58673816001291, 97.5940220837092, 97.57971882742122, 97.59685301638214 ] }, "decode_8192_steps": { "time": [ 93.13133706501685, 93.17064559797291, 93.15607677202206, 93.15631724498235, 93.14305045397487 ], "throughput": [ 87.9617995206168, 87.92468859074035, 87.93843927163253, 87.93821226806004, 87.9507377101413 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 623.6425429240335, 372.53370761102997, 374.4229596219957, 374.5276110660052, 374.37001174897887, 374.4051424229983, 374.286003543064 ], "throughput": [ 43.75800035484126, 43.745773384682586, 43.764189133251776, 43.76008271138957, 43.77401197187678 ] }, "decode_256_steps": { "time": [ 2.403609578963369, 2.4026040870230645, 2.4034409330924973, 2.4022206439403817, 2.4025523950112984 ], "throughput": [ 106.5064818515193, 106.55105490859113, 106.51395525273254, 106.56806261563099, 106.5533474031879 ] }, "decode_512_steps": { "time": [ 4.875914829899557, 4.876023245044053, 4.875323288026266, 4.875395320937969, 4.875661846948788 ], "throughput": [ 105.0059358831227, 105.00360114574768, 105.01867666036952, 105.01712503212913, 105.01138431501603 ] }, "decode_1024_steps": { "time": [ 10.15824189200066, 10.160393664962612, 10.16110483801458, 10.16018914792221, 10.161332669085823 ], "throughput": [ 100.80484505949521, 100.7834965618695, 100.77644275148366, 100.78552525859335, 100.7741832048616 ] }, "decode_2048_steps": { "time": [ 22.03791286505293, 22.041869106004015, 22.04188755596988, 22.048464820021763, 22.040854283957742 ], "throughput": [ 92.93076039190888, 92.91408047796375, 92.91400270505937, 92.88628558575438, 92.9183584998618 ] }, "decode_4096_steps": { "time": [ 50.974345275899395, 50.99092335498426, 50.98846311692614, 50.99808033404406, 50.97559469204862 ], "throughput": [ 80.35414634225, 80.328021743886, 80.33189764137627, 80.3167486534918, 80.35217685530819 ] }, "decode_8192_steps": { "time": [ 130.20111020898912, 130.18222173396498, 130.21983044198714, 130.22881773894187, 130.18665820604656 ], "throughput": [ 62.918050290437705, 62.927179232974176, 62.90900527358259, 62.904663823500066, 62.925034814508514 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_16384_steps": { "time": [ 557.1450863180216, 212.86635427502915, 213.33143470203504, 213.36629601195455, 213.34015678905416, 213.32643680996262, 213.38859962997958 ], "throughput": [ 76.80068351335053, 76.78813526894629, 76.79754363450722, 76.80248282867699, 76.78010928611091 ] }, "decode_256_steps": { "time": [ 2.4618990320013836, 2.4621458520414308, 2.462318781996146, 2.4618760470766574, 2.465879522031173 ], "throughput": [ 103.98476812913265, 103.9743440819087, 103.96704190854875, 103.98573896682814, 103.81691307819041 ] }, "decode_512_steps": { "time": [ 4.889896151958965, 4.889945117058232, 4.892651387955993, 4.888978095026687, 4.8883579389657825 ], "throughput": [ 104.70570009853589, 104.70465163584836, 104.64673638108899, 104.72536183396527, 104.73864769982914 ] }, "decode_1024_steps": { "time": [ 9.742251498042606, 9.74248296301812, 9.746693618013524, 9.743705422966741, 9.749704223009758 ], "throughput": [ 105.10917319325415, 105.10667597644692, 105.06126899356684, 105.09348913467201, 105.02882719080976 ] }, "decode_2048_steps": { "time": [ 19.955922216991894, 19.9707061459776, 19.959637413034216, 19.97282180993352, 19.96175104600843 ], "throughput": [ 102.62617671741509, 102.55020453608236, 102.60707434808396, 102.53934168588152, 102.59620988558115 ] }, "decode_4096_steps": { "time": [ 41.89161604701076, 41.862743697012775, 41.90361502300948, 41.85979156801477, 41.904709380003624 ], "throughput": [ 97.77612769589672, 97.84356299351398, 97.74812979144798, 97.85046333412156, 97.74557706286247 ] }, "decode_8192_steps": { "time": [ 91.39525539602619, 91.59401901694946, 91.38601983501576, 91.56587409903295, 91.37317414395511 ], "throughput": [ 89.63266161359383, 89.43815423673102, 89.64171997849859, 89.46564515006926, 89.65432225320095 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 610.8505709469318, 381.98068687401246, 383.9589226859389, 383.9665665429784, 383.89855105802417, 383.9809877539519, 383.9911439480493 ], "throughput": [ 42.671231300962305, 42.670381818689144, 42.67794175009441, 42.66877924304568, 42.66765069513326 ] }, "decode_256_steps": { "time": [ 2.70890170999337, 2.7080700770020485, 2.7071822029538453, 2.707477334071882, 2.7072621409315616 ], "throughput": [ 94.50324426892054, 94.53226568028961, 94.56326941004367, 94.55296145175535, 94.56047721773669 ] }, "decode_512_steps": { "time": [ 5.381104100961238, 5.38303147291299, 5.381999706034549, 5.3876519239274785, 5.382900796015747 ], "throughput": [ 95.147759715063, 95.11369245681463, 95.13192641499437, 95.03212294137283, 95.11600146504023 ] }, "decode_1024_steps": { "time": [ 10.737775307963602, 10.732965539908037, 10.73653452808503, 10.735794570995495, 10.7353438900318 ], "throughput": [ 95.3642603454886, 95.40699596886752, 95.37528122518326, 95.3818548993573, 95.3858591293778 ] }, "decode_2048_steps": { "time": [ 23.16718788794242, 23.171022098045796, 23.173635857063346, 23.16921610396821, 23.168705529998988 ], "throughput": [ 88.40088878745188, 88.38626070676118, 88.37629160275976, 88.39315023908976, 88.39509817880142 ] }, "decode_4096_steps": { "time": [ 53.27218282001559, 53.26864521193784, 53.26947377505712, 53.27214961394202, 53.30687890807167 ], "throughput": [ 76.8881578184748, 76.89326401494553, 76.8920680030804, 76.88820574509018, 76.83811327734269 ] }, "decode_8192_steps": { "time": [ 134.990731861908, 134.9576760949567, 134.96260874602012, 134.92423514695838, 134.9582786320243 ], "throughput": [ 60.685647725654256, 60.70051172366128, 60.698293224430365, 60.7155563348374, 60.700240719105594 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { "compile_16384_steps": { "time": [ 559.0812075299909, 226.4278704979224, 226.79306187992916, 226.82212354696821, 226.85404985805508, 226.8437636429444, 226.92888871498872 ], "throughput": [ 72.24206888954198, 72.23281284820241, 72.22264716125473, 72.22592209230257, 72.19882886121864 ] }, "decode_256_steps": { "time": [ 2.863639815011993, 2.862986513064243, 2.8633157330332324, 2.861608703969978, 2.864940554019995 ], "throughput": [ 89.3967176521213, 89.41711699717517, 89.40683594428766, 89.46016960489571, 89.35612979501052 ] }, "decode_512_steps": { "time": [ 5.6925233020447195, 5.69337930297479, 5.693401385913603, 5.694217927986756, 5.691918764030561 ], "throughput": [ 89.94253915765135, 89.92901627553253, 89.9286674687597, 89.91577183647104, 89.95209194402533 ] }, "decode_1024_steps": { "time": [ 11.352788601070642, 11.355306455981918, 11.355653321021236, 11.355130224954337, 11.354497511987574 ], "throughput": [ 90.19810338963153, 90.17810342410988, 90.17534888146001, 90.17950298356159, 90.1845281060572 ] }, "decode_2048_steps": { "time": [ 22.673583823954687, 22.67735678097233, 22.67698944802396, 22.677571250940673, 22.676903655054048 ], "throughput": [ 90.32537669833579, 90.31034876685432, 90.31181165798266, 90.30949466932215, 90.31215333243073 ] }, "decode_4096_steps": { "time": [ 45.324646324967034, 45.328169365995564, 45.330199811956845, 45.32246277097147, 45.32544659997802 ], "throughput": [ 90.37025839391322, 90.36323454687651, 90.35918696567468, 90.37461226893969, 90.36866279883465 ] }, "decode_8192_steps": { "time": [ 98.20289731794037, 98.22595685895067, 98.23984466597904, 98.25025353499223, 98.25466283701826 ], "throughput": [ 83.4191273754143, 83.3995438880117, 83.3877539999504, 83.37891970001264, 83.37517796573819 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 642.0176403209334, 425.59832270396873, 427.4899116579909, 427.53545189392753, 427.52903508697636, 427.418663430959, 427.53550902509596 ], "throughput": [ 38.326050634635465, 38.321968219058725, 38.322543395600825, 38.3324393663182, 38.32196309813011 ] }, "decode_256_steps": { "time": [ 4.027224851073697, 4.025040252949111, 4.025694717071019, 4.025752275949344, 4.028287724941038 ], "throughput": [ 63.56734711044205, 63.60184840696465, 63.59150854495452, 63.5905993345382, 63.55057470571993 ] }, "decode_512_steps": { "time": [ 8.027508544037119, 8.028995204018429, 8.029661530978046, 8.027043686015531, 8.026074255001731 ], "throughput": [ 63.780685774581535, 63.768876053599996, 63.763584308594915, 63.784379408821536, 63.7920836180813 ] }, "decode_1024_steps": { "time": [ 16.020064856973477, 16.021528860088438, 16.01945454394445, 16.030398242059164, 16.030414778972045 ], "throughput": [ 63.919841095665504, 63.914000276896644, 63.922276329132856, 63.87863760697584, 63.87857171002436 ] }, "decode_2048_steps": { "time": [ 32.009939228068106, 31.99797182402108, 32.011561164981686, 32.00626061507501, 32.003474793047644 ], "throughput": [ 63.980127716212564, 64.00405660906775, 63.97688602080309, 63.987481219077125, 63.993051168459445 ] }, "decode_4096_steps": { "time": [ 63.98854174092412, 63.99626270600129, 64.00623600708786, 64.00160259602126, 63.99695487995632 ], "throughput": [ 64.01146031087606, 64.00373751225156, 63.99376460047457, 63.998397444107646, 64.00304526493738 ] }, "decode_8192_steps": { "time": [ 156.57302054099273, 156.6026936660055, 156.6752728529973, 156.67425488098525, 156.67323934694286 ], "throughput": [ 52.32063590326683, 52.31072217360126, 52.28648944295285, 52.286829168090854, 52.287168084010446 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16384, attn_backend=math)": { "compile_16384_steps": { "time": [ 479.7633610579651, 269.7104501519352, 270.7820850139251, 270.8011804049602, 270.77491627901327, 270.7174695370486, 270.77886611409485 ], "throughput": [ 60.50621849358108, 60.50195193203781, 60.50782038878932, 60.52066025889694, 60.50693776484192 ] }, "decode_256_steps": { "time": [ 4.255696150008589, 4.257271674927324, 4.2579832340124995, 4.256690189009532, 4.258033937076107 ], "throughput": [ 60.15467058179972, 60.13240862867183, 60.122359795850834, 60.14062302701136, 60.121643881445735 ] }, "decode_512_steps": { "time": [ 8.484450947958976, 8.48430813709274, 8.4868617040338, 8.4844398930436, 8.484499892103486 ], "throughput": [ 60.34568449277994, 60.34670025261996, 60.32854285308393, 60.34576312100334, 60.34533637940379 ] }, "decode_1024_steps": { "time": [ 16.94082401902415, 16.942781826015562, 16.94670564099215, 16.947932985960506, 16.946779415011406 ], "throughput": [ 60.445701982977454, 60.43871723754672, 60.424723347000295, 60.42034747530989, 60.42446030146258 ] }, "decode_2048_steps": { "time": [ 33.85937250603456, 33.85839212604333, 33.85958248691168, 33.861676583997905, 33.85936404101085 ], "throughput": [ 60.48546822995603, 60.48721960499452, 60.48509312811664, 60.48135256739852, 60.48548335164946 ] }, "decode_4096_steps": { "time": [ 67.69501484499779, 67.70786476205103, 67.70868420705665, 67.71844164701179, 67.68859362998046 ], "throughput": [ 60.50667112458233, 60.495187883929994, 60.49445574033341, 60.48573919274092, 60.512411033249926 ] }, "decode_8192_steps": { "time": [ 135.34835071500856, 135.3577548150206, 135.40224286692683, 135.44129585602786, 135.35757002490573 ], "throughput": [ 60.52530346120872, 60.521098412094354, 60.501213469935564, 60.48376861890023, 60.52118103548015 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=16384, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 764.7154471719405, 595.7219389430247, 598.1701988520799, 598.1565034959931, 598.1434368069749, 598.214308597031, 598.2172685660189 ], "throughput": [ 27.39019769196419, 27.390824816317913, 27.391423180134687, 27.38817805683178, 27.388042540587193 ] }, "decode_256_steps": { "time": [ 9.354807272087783, 9.35474700294435, 9.354661016957834, 9.354571369010955, 9.354718714952469 ], "throughput": [ 27.365609205422633, 27.36578551182897, 27.366037052110308, 27.366299309881313, 27.365868263982403 ] }, "decode_512_steps": { "time": [ 18.70244465896394, 18.704764851019718, 18.705671621020883, 18.703434246010147, 18.703267300035805 ], "throughput": [ 27.37610025513976, 27.372704446059238, 27.371377535818038, 27.374651802741564, 27.37489614977699 ] }, "decode_1024_steps": { "time": [ 37.39876760891639, 37.40188260492869, 37.40434300294146, 37.401923954021186, 37.41202363302 ], "throughput": [ 27.380581379260853, 27.378301002021242, 27.376500101057065, 27.378270734383086, 27.370879748301387 ] }, "decode_2048_steps": { "time": [ 74.79190626402851, 74.7976664879825, 74.795499713975, 74.79598561592866, 74.79550958005711 ], "throughput": [ 27.382642083893433, 27.380533326250834, 27.381326521404947, 27.381148642339102, 27.381322909605025 ] }, "decode_4096_steps": { "time": [ 149.58079348795582, 149.58993054705206, 149.58777521399315, 149.58998860395513, 149.59055554203223 ], "throughput": [ 27.38319475708496, 27.38152217212002, 27.381916698342877, 27.381511545163004, 27.381407771088185 ] }, "decode_8192_steps": { "time": [ 299.18643864803016, 299.175523857004, 299.1626829029992, 299.19748229405377, 299.2200453650439 ], "throughput": [ 27.38092019483964, 27.381919130241098, 27.383094443821996, 27.379909540645247, 27.37784492347725 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": { "compile_16384_steps": { "time": [ 390.25201871898025, 253.15745820908342, 254.17434891301673, 254.1646059360355, 254.17766138003208, 254.18617445102427, 254.18198871798813 ], "throughput": [ 64.45969103517568, 64.4621619901053, 64.45885099046359, 64.45669216819192, 64.45775360652266 ] }, "decode_256_steps": { "time": [ 3.999973505968228, 3.9980039440561086, 3.9995959020452574, 3.9996489740442485, 3.999580522067845 ], "throughput": [ 64.0004239073161, 64.03195284001632, 64.0064662205225, 64.00561690821216, 64.00671235083524 ] }, "decode_512_steps": { "time": [ 7.971080391900614, 7.972189213032834, 7.972543634939939, 7.970951137016527, 7.969193406985141 ], "throughput": [ 64.23219624283821, 64.22326243373513, 64.22040736862736, 64.23323781553604, 64.24740545902962 ] }, "decode_1024_steps": { "time": [ 15.91143200499937, 15.9179713599151, 15.913851844961755, 15.910864286939614, 15.91574279195629 ], "throughput": [ 64.35624396837817, 64.32980540338538, 64.34645804021314, 64.35854027367623, 64.33881304726303 ] }, "decode_2048_steps": { "time": [ 31.797120071947575, 31.80198319198098, 31.803779214038514, 31.798232572968118, 31.802387206000276 ], "throughput": [ 64.40834878649311, 64.39849954126171, 64.39486283114404, 64.40609537968528, 64.39768142982663 ] }, "decode_4096_steps": { "time": [ 63.56514286599122, 63.569539902033284, 63.55385396198835, 63.56929962395225, 63.56840147799812 ], "throughput": [ 64.4378320463345, 64.43337495146773, 64.44927796904061, 64.43361849556496, 64.43452886600713 ] }, "decode_8192_steps": { "time": [ 127.10710195696447, 127.11104294890538, 127.10444709600415, 127.09502275194973, 127.10654612898361 ], "throughput": [ 64.44958522281172, 64.44758700699927, 64.45093139669962, 64.45571055908505, 64.44986705631214 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 713.9598884020234, 598.257943281089, 600.7355133950477, 600.7228511320427, 600.7034837070387, 600.7149048600113, 600.7158425160451 ], "throughput": [ 27.273233618911707, 27.273808494424483, 27.274687835821556, 27.274169273056536, 27.274126700865867 ] }, "decode_256_steps": { "time": [ 9.395713558071293, 9.394094332004897, 9.39491957903374, 9.394511173013598, 9.394416489987634 ], "throughput": [ 27.246467063705428, 27.251163438696725, 27.24876970435221, 27.249954285580948, 27.250228928304303 ] }, "decode_512_steps": { "time": [ 18.78249050397426, 18.7825741780689, 18.782583477906883, 18.783243878977373, 18.78252942301333 ], "throughput": [ 27.259430792293703, 27.259309354828833, 27.2592958579017, 27.2583374468689, 27.259374308375687 ] }, "decode_1024_steps": { "time": [ 37.55888654303271, 37.56112834101077, 37.561017969972454, 37.56115588208195, 37.576583886984736 ], "throughput": [ 27.26385402364797, 27.262226808079006, 27.26230691667143, 27.262206818520344, 27.25101363870065 ] }, "decode_2048_steps": { "time": [ 75.11102257401217, 75.11422264797147, 75.11788075801451, 75.11587044398766, 75.11430779797956 ], "throughput": [ 27.26630432946059, 27.26514270936555, 27.263814944373202, 27.26454460149205, 27.26511180144414 ] }, "decode_4096_steps": { "time": [ 150.22053042904008, 150.30240081599914, 150.23251167603303, 150.2471246389905, 150.24932481406722 ], "throughput": [ 27.266579263843262, 27.25172703671142, 27.264404717087913, 27.261752994220366, 27.261353786905726 ] }, "decode_8192_steps": { "time": [ 300.4885120469844, 300.4297761420021, 300.4290234450018, 300.43718741997145, 300.4695288250223 ], "throughput": [ 27.262273503218314, 27.267603448627355, 27.2676717650739, 27.26693080290579, 27.263995893475748 ] } }, "(max_new_tokens=32768, dynamic=False, dynamic_length_multiplier=0, attn_backend=math)": { "compile_32768_steps": { "time": [ 844.4840497560799, 702.8323247700464, 704.1713263989659, 704.1784780089511, 704.0670731370337, 704.0273600959918, 703.936476834002 ], "throughput": [ 46.53412993620599, 46.53365733734264, 46.541020380344236, 46.54364568378734, 46.549654803194905 ] }, "decode_256_steps": { "time": [ 5.521812152932398, 5.5222741169855, 5.521802559029311, 5.521370438043959, 5.5216903649270535 ], "throughput": [ 46.36159161337087, 46.35771324943669, 46.36167216471477, 46.36530058481141, 46.36261417809182 ] }, "decode_512_steps": { "time": [ 11.019236913067289, 11.019369301036932, 11.019963803933933, 11.019433483015746, 11.020045432960615 ], "throughput": [ 46.46419747930448, 46.46363925309413, 46.461132641581365, 46.463368628627386, 46.460788489004216 ] }, "decode_1024_steps": { "time": [ 22.01921315304935, 22.02469987492077, 22.019789339974523, 22.02181865996681, 22.02675850398373 ], "throughput": [ 46.5048406990052, 46.493255563768884, 46.50362381719247, 46.49933848840181, 46.48891028676783 ] }, "decode_2048_steps": { "time": [ 44.01161912805401, 44.01061503298115, 44.01311773795169, 44.02205512300134, 44.01297062705271 ], "throughput": [ 46.53316648136124, 46.534228128037924, 46.53158206590868, 46.52213519513606, 46.53173759512589 ] }, "decode_4096_steps": { "time": [ 87.9932616869919, 88.00097275106236, 87.99767619301565, 88.002086700988, 87.99515610397793 ], "throughput": [ 46.54901888476665, 46.5449400381833, 46.54668369896225, 46.544350862012166, 46.548016747194964 ] }, "decode_8192_steps": { "time": [ 175.9608440049924, 175.9823094130261, 176.03629252396058, 175.9773939800216, 175.9807887900388 ], "throughput": [ 46.55581215425163, 46.55013351810028, 46.53585850136541, 46.55143376500975, 46.55053575065973 ] }, "decode_16384_steps": { "time": [ 351.9506279809866, 352.01057743199635, 351.9659848490264, 352.02201779198367, 351.9766925680451 ], "throughput": [ 46.55198399272386, 46.54405591878888, 46.54995285134674, 46.54254328398745, 46.5485367240122 ] } }, "(max_new_tokens=32768, dynamic=False, dynamic_length_multiplier=0, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 2224.346000379068, 2112.6433341170195, 2116.3855493769515, 2116.8186347270384, 2116.0402793140383, 2115.758490565, 2116.289072558051 ], "throughput": [ 15.483001199685313, 15.47983349278546, 15.48552753004422, 15.487589980673791, 15.483707034593289 ] }, "decode_256_steps": { "time": [ 16.535054406966083, 16.533008669968694, 16.522931398940273, 16.52991673804354, 16.528877043980174 ], "throughput": [ 15.48225930796752, 15.484175028892956, 15.493618766487103, 15.487071354135558, 15.488045516875289 ] }, "decode_512_steps": { "time": [ 33.06535579706542, 33.065164630068466, 33.0595991499722, 33.05819850694388, 33.05650921398774 ], "throughput": [ 15.48448482279572, 15.484574346694847, 15.487181126345584, 15.487837302823815, 15.488628780662332 ] }, "decode_1024_steps": { "time": [ 66.13841282809153, 66.16636738798115, 66.1737668029964, 66.16959832492284, 66.16277652292047 ], "throughput": [ 15.482681791315496, 15.476140529153568, 15.474410018829886, 15.475384858340743, 15.476980468696933 ] }, "decode_2048_steps": { "time": [ 132.34616131195799, 132.33178672299255, 132.3171900989255, 132.34446692303754, 132.36433073296212 ], "throughput": [ 15.47457047260014, 15.476251403504715, 15.477958672405569, 15.474768591504292, 15.472446305279398 ] }, "decode_4096_steps": { "time": [ 264.7295055279974, 264.75542677601334, 264.69349833601154, 264.6112234389875, 264.6122912479332 ], "throughput": [ 15.472396973018231, 15.47088212648903, 15.474501737856775, 15.479313185460674, 15.479250720678657 ] }, "decode_8192_steps": { "time": [ 529.2435916509712, 529.2674778500805, 529.2153141789604, 529.2373283609049, 529.2420319019584 ], "throughput": [ 15.478694743275248, 15.47799617931645, 15.479521813742863, 15.478877926792036, 15.478740361116216 ] }, "decode_16384_steps": { "time": [ 1058.4986265890766, 1058.556849900051, 1058.7287138790125, 1058.4956290950067, 1058.612985017011 ], "throughput": [ 15.47852740517583, 15.477676046918951, 15.475163547771976, 15.478571237944555, 15.476855311515685 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=16, attn_backend=math)": { "compile_32768_steps": { "time": [ 3657.547160836053, 1869.7695859509986, 1874.5507034980692, 1874.5387990829768, 1874.5479726770427, 1874.5301545760594, 1874.5638165000128 ], "throughput": [ 17.480455417317952, 17.480566428408995, 17.48048088265461, 17.480647041077212, 17.480333137540732 ] }, "decode_256_steps": { "time": [ 2.37677481607534, 2.369347549043596, 2.368675186065957, 2.368524510995485, 2.3681403070222586 ], "throughput": [ 107.70898373230037, 108.04662241440106, 108.07729211077721, 108.08416751085419, 108.10170294423936 ] }, "decode_512_steps": { "time": [ 4.855006975005381, 4.851358675980009, 4.851262192009017, 4.8525735039729625, 4.860940699931234 ], "throughput": [ 105.45813891429735, 105.5374451151197, 105.539544088828, 105.51102411551493, 105.32940671488609 ] }, "decode_1024_steps": { "time": [ 10.26227950595785, 10.263995857094415, 10.26311447902117, 10.263888036017306, 10.266534307040274 ], "throughput": [ 99.7828990533252, 99.76621330105245, 99.77478104654861, 99.76726133475462, 99.74154562536182 ] }, "decode_2048_steps": { "time": [ 22.866168822045438, 22.873127020080574, 22.871458024019375, 22.871183736948296, 22.8712344620144 ], "throughput": [ 89.56463218383608, 89.53738586779315, 89.5439196683137, 89.5449935409974, 89.54479494324684 ] }, "decode_4096_steps": { "time": [ 55.75416701706126, 55.76526092493441, 55.77178639406338, 55.762350493925624, 55.770933588035405 ], "throughput": [ 73.4653608715307, 73.45074571629144, 73.44215175499556, 73.45457936616555, 73.44327477563903 ] }, "decode_8192_steps": { "time": [ 156.67940142203588, 156.6942150410032, 156.69562966399826, 156.69440002401825, 156.69436646590475 ], "throughput": [ 52.28511167166006, 52.28016872132992, 52.279696744357636, 52.2801070028305, 52.28011819928768 ] }, "decode_16384_steps": { "time": [ 526.324614939047, 526.3653556520585, 526.3375016310019, 526.3446784050902, 526.3419612700818 ], "throughput": [ 31.129078015660372, 31.12666862298259, 31.1283158605071, 31.127891422111794, 31.128052113619873 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=16, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 2776.9647785590496, 1197.7120072309626, 1200.200632610009, 1200.1806684460025, 1200.1325711449608, 1200.3108391420683, 1200.3358076040167 ], "throughput": [ 27.30210192336032, 27.302556074685075, 27.30365026985176, 27.299595181045927, 27.29902731587089 ] }, "decode_256_steps": { "time": [ 2.3560913619585335, 2.3492138639558107, 2.3488249459769577, 2.350619349977933, 2.348591102985665 ], "throughput": [ 108.6545301822237, 108.9726243863234, 108.99066805232722, 108.90746730320384, 109.00151996427047 ] }, "decode_512_steps": { "time": [ 4.7715589950094, 4.773227083031088, 4.77335311495699, 4.773407142027281, 4.773451672052033 ], "throughput": [ 107.30245618580922, 107.26495745827171, 107.26212531724951, 107.26091128747755, 107.25991068427412 ] }, "decode_1024_steps": { "time": [ 9.945097832940519, 9.949335605022497, 9.950377615983598, 9.951050561037846, 9.94952819403261 ], "throughput": [ 102.96530182018617, 102.92144527550938, 102.910667265041, 102.90370787676933, 102.91945306654446 ] }, "decode_2048_steps": { "time": [ 21.619808509014547, 21.629715061048046, 21.624934153049253, 21.62756883399561, 21.626664701034315 ], "throughput": [ 94.72794354982703, 94.68455752744282, 94.7054906852153, 94.69395361631314, 94.69791242946734 ] }, "decode_4096_steps": { "time": [ 50.190974044031464, 50.19927689002361, 50.18462007003836, 50.18997795297764, 50.192417919053696 ], "throughput": [ 81.60829866355387, 81.59480083694237, 81.61863125163775, 81.60991829559062, 81.60595105431462 ] }, "decode_8192_steps": { "time": [ 128.73475311195944, 128.8220894319238, 128.8322429540567, 128.82222517300397, 128.80877721006982 ], "throughput": [ 63.634720244311126, 63.59157840184755, 63.58656662464051, 63.59151139485765, 63.59815050988294 ] }, "decode_16384_steps": { "time": [ 371.6740578310564, 371.65545553702395, 371.6998919509351, 371.7082826549886, 371.8351820789976 ], "throughput": [ 44.08163457953073, 44.083840976653825, 44.0785707900144, 44.07757578866562, 44.06253305132155 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=64, attn_backend=math)": { "compile_32768_steps": { "time": [ 1559.7650485809427, 930.5073000809643, 932.314676785958, 932.2703633060446, 932.2850305099273, 932.2827604489867, 932.2570251889993 ], "throughput": [ 35.146931412646765, 35.14860204693964, 35.14804907044045, 35.148134654146084, 35.14910492989511 ] }, "decode_256_steps": { "time": [ 2.3403791319578886, 2.339206828037277, 2.3406166310887784, 2.338913798914291, 2.3405623299768195 ], "throughput": [ 109.38398676706639, 109.43880503922693, 109.37288772528167, 109.4525160007323, 109.37542517935653 ] }, "decode_512_steps": { "time": [ 4.710811686003581, 4.711414112010971, 4.712481468101032, 4.712636177078821, 4.7117231549927965 ], "throughput": [ 108.68615307234992, 108.67225589335072, 108.64764211079611, 108.64407536704198, 108.66512805563653 ] }, "decode_1024_steps": { "time": [ 9.645365672069602, 9.6506180659635, 9.650584449991584, 9.652725304011256, 9.652110876049846 ], "throughput": [ 106.16497443588167, 106.10719365338035, 106.10756325756965, 106.08402992411582, 106.09078295410909 ] }, "decode_2048_steps": { "time": [ 20.30092654400505, 20.306130785960704, 20.310246026027016, 20.30653641698882, 20.30752513499465 ], "throughput": [ 100.88209499013152, 100.8562399990032, 100.83580461681974, 100.85422535605854, 100.8493150389268 ] }, "decode_4096_steps": { "time": [ 45.00474283110816, 45.01293836499099, 45.01628122397233, 45.01334007992409, 45.02065343200229 ], "throughput": [ 91.0126298326221, 90.99605910610097, 90.98930183994796, 90.99524702515494, 90.98046535878169 ] }, "decode_8192_steps": { "time": [ 110.21279414906166, 110.2101230530534, 110.19417022308335, 110.1917341320077, 110.19568213599268 ], "throughput": [ 74.32893851616178, 74.33073998163039, 74.34150085631254, 74.34314437946982, 74.34048087192961 ] }, "decode_16384_steps": { "time": [ 302.0508497089613, 302.0960000589257, 302.08556615398265, 302.0880259430269, 302.0863154249964 ], "throughput": [ 54.24252246198503, 54.234415539445074, 54.236288772726574, 54.23584714704973, 54.23615424932383 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=64, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1703.9653792340541, 1197.4471715569962, 1200.389199592988, 1200.3174681119854, 1200.3213313790038, 1200.444175728946, 1200.330228346982 ], "throughput": [ 27.29781308521481, 27.299444414103004, 27.299356550094867, 27.296562941048283, 27.299154204527525 ] }, "decode_256_steps": { "time": [ 2.3725387300364673, 2.371718164999038, 2.371558167040348, 2.3717493240255862, 2.372059160959907 ], "throughput": [ 107.90129440629411, 107.93862600453787, 107.94590811975837, 107.93720795311094, 107.92310926022766 ] }, "decode_512_steps": { "time": [ 4.8122111859265715, 4.813163949060254, 4.813904505921528, 4.812914155074395, 4.8133389259455726 ], "throughput": [ 106.39599556589629, 106.37493453759568, 106.35857013162492, 106.38045547938633, 106.3710675431854 ] }, "decode_1024_steps": { "time": [ 10.022214535041712, 10.025182375917211, 10.025025976006873, 10.02545001800172, 10.025566247990355 ], "throughput": [ 102.17302737031643, 102.14278021114937, 102.14437373536617, 102.14005338027752, 102.138869233971 ] }, "decode_2048_steps": { "time": [ 21.765327129978687, 21.770781135070138, 21.768857475020923, 21.76831299997866, 21.76793442608323 ], "throughput": [ 94.09461147860108, 94.07103894406966, 94.07935176892106, 94.0817049075878, 94.08334111600422 ] }, "decode_4096_steps": { "time": [ 50.40888941893354, 50.41906040709, 50.42057203094009, 50.41724223899655, 50.414762729080394 ], "throughput": [ 81.2555096375828, 81.23911804243014, 81.23668246934068, 81.24204772215487, 81.24604338636178 ] }, "decode_8192_steps": { "time": [ 129.0077125999378, 129.0263931779191, 129.10241739905905, 129.04254139505792, 129.01667862699833 ], "throughput": [ 63.500079451869524, 63.49088584305197, 63.45349812217929, 63.48294067551383, 63.49566650745978 ] }, "decode_16384_steps": { "time": [ 371.9446869289968, 371.98257431096863, 371.99482320295647, 371.9869611050235, 371.98524716706015 ], "throughput": [ 44.049560528142884, 44.045073967102994, 44.04362366908816, 44.044554549250144, 44.04475748642224 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=256, attn_backend=math)": { "compile_32768_steps": { "time": [ 993.9947019009851, 591.5493029500358, 592.2724568028934, 592.3338940689573, 592.280291909934, 592.303672124981, 592.2673037810018 ], "throughput": [ 55.32588865753232, 55.32015021950655, 55.325156767132334, 55.32297289739862, 55.32637002044667 ] }, "decode_256_steps": { "time": [ 2.3720450919354334, 2.3707540759351104, 2.370537606999278, 2.3705499910283834, 2.3705171319888905 ], "throughput": [ 107.92374937152681, 107.98252024475563, 107.99238081865114, 107.99181665388251, 107.99331358774577 ] }, "decode_512_steps": { "time": [ 4.735421173973009, 4.737305564922281, 4.740750821074471, 4.73752067796886, 4.738276461954229 ], "throughput": [ 108.1213225159512, 108.07831434626907, 107.99977035788551, 108.07340691534718, 108.05616854801113 ] }, "decode_1024_steps": { "time": [ 9.587358833989128, 9.589717627037317, 9.589689696091227, 9.589647731976584, 9.593388086999767 ], "throughput": [ 106.80730926328872, 106.78103775578619, 106.78134876641359, 106.7818160395488, 106.74018300037787 ] }, "decode_2048_steps": { "time": [ 19.711466014035977, 19.715998216997832, 19.717322285985574, 19.71459769003559, 19.71706584794447 ], "throughput": [ 103.89891845394337, 103.87503475397708, 103.868059277788, 103.8824140466801, 103.86941017461312 ] }, "decode_4096_steps": { "time": [ 41.6383754289709, 41.64473713096231, 41.64817144104745, 41.6572629569564, 41.65236990596168 ], "throughput": [ 98.37079275552401, 98.35576551051581, 98.3476550896801, 98.32619114300219, 98.33774186793012 ] }, "decode_8192_steps": { "time": [ 92.19918826897629, 92.20427900797222, 92.20695126405917, 92.20439721399453, 92.20465497800615 ], "throughput": [ 88.85110762690404, 88.84620202161874, 88.84362716364004, 88.84608812080214, 88.84583974587902 ] }, "decode_16384_steps": { "time": [ 220.12592612102162, 220.13945897400845, 220.17501192900818, 220.16713036492, 220.29292807495221 ], "throughput": [ 74.43012410538296, 74.4255485879723, 74.4135306566158, 74.41619451933647, 74.37369934283831 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=256, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1487.0609909991035, 1201.939971635933, 1204.8169517969945, 1204.8606933109695, 1204.8169052209705, 1204.7071167160757, 1204.7356056589633 ], "throughput": [ 27.19749249139154, 27.19650510795003, 27.19749354279699, 27.199972130423408, 27.19932892003855 ] }, "decode_256_steps": { "time": [ 2.3886428270488977, 2.387610448990017, 2.3874379880726337, 2.3867020449833944, 2.387194019043818 ], "throughput": [ 107.17382988409403, 107.22017073944811, 107.22791598313616, 107.26097986888897, 107.2388745773332 ] }, "decode_512_steps": { "time": [ 4.8427787279943, 4.843328788992949, 4.8437601330224425, 4.843481639982201, 4.843643166008405 ], "throughput": [ 105.72442573936296, 105.71241852578376, 105.7030046780039, 105.70908244464441, 105.70555725349473 ] }, "decode_1024_steps": { "time": [ 10.094361099996604, 10.09856252593454, 10.098074142006226, 10.098730820929632, 10.097285255091265 ], "throughput": [ 101.4427748181452, 101.40057036535872, 101.40547450927684, 101.39888052840845, 101.413397178581 ] }, "decode_2048_steps": { "time": [ 21.906454731011763, 21.910381656023674, 21.912281039054506, 21.91028454899788, 21.91079516801983 ], "throughput": [ 93.48842727622005, 93.47167165556685, 93.46356941798193, 93.47208592476588, 93.46990760924932 ] }, "decode_4096_steps": { "time": [ 50.76399839692749, 50.775392421055585, 50.78974003903568, 50.79622204601765, 50.78563228296116 ], "throughput": [ 80.68710364327629, 80.66899741579283, 80.64620919209116, 80.6359180863751, 80.65273219753196 ] }, "decode_8192_steps": { "time": [ 129.95582146698143, 129.9486424739007, 129.95078540593386, 129.94630299101118, 129.94059631600976 ], "throughput": [ 63.03680672036216, 63.040289179206376, 63.03924962369588, 63.04142412244439, 63.044192748488086 ] }, "decode_16384_steps": { "time": [ 373.9616822330281, 373.99222849705257, 373.98654427798465, 373.99176419805735, 373.9929173360579 ], "throughput": [ 43.811975339737025, 43.808396944080144, 43.80906278762199, 43.808451330825065, 43.8083162555666 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=1024, attn_backend=math)": { "compile_32768_steps": { "time": [ 896.1766704269685, 551.1360823620344, 551.7244021660881, 551.676483305986, 551.809535481967, 551.8127393559553, 551.7905012710253 ], "throughput": [ 59.39197155563857, 59.39713036820768, 59.38280854711842, 59.38246376523485, 59.384856978364695 ] }, "decode_256_steps": { "time": [ 2.4430940590100363, 2.437059108982794, 2.437531703035347, 2.4374734649900347, 2.4376310469815508 ], "throughput": [ 104.78515923522548, 105.0446413287251, 105.02427504069583, 105.02678436380296, 105.0199948499169 ] }, "decode_512_steps": { "time": [ 4.841059900005348, 4.841658134013414, 4.840989046962932, 4.841878321021795, 4.842093683080748 ], "throughput": [ 105.76196340793767, 105.74889548750231, 105.76351134717213, 105.74408649987537, 105.73938331450118 ] }, "decode_1024_steps": { "time": [ 9.652908314019442, 9.654667750000954, 9.655494685983285, 9.655959240044467, 9.654634316917509 ], "throughput": [ 106.08201867128369, 106.06268662118372, 106.053602979713, 106.04850067648839, 106.06305390621345 ] }, "decode_2048_steps": { "time": [ 19.764796130009927, 19.76880650804378, 19.768783046049066, 19.769130259985104, 19.772546818014234 ], "throughput": [ 103.61857448609926, 103.5975540135255, 103.59767696521449, 103.59585743361596, 103.57795679280538 ] }, "decode_4096_steps": { "time": [ 41.462740151095204, 41.466719469986856, 41.46607401804067, 41.467298852978274, 41.46404098102357 ], "throughput": [ 98.78748932351515, 98.7780092651081, 98.77954682225162, 98.77662913425614, 98.78439011466767 ] }, "decode_8192_steps": { "time": [ 90.70206613605842, 90.69180351390969, 90.67751257191412, 90.67913960106671, 90.66130667901598 ], "throughput": [ 90.31767796459586, 90.32789825095459, 90.3421340930931, 90.3405131107313, 90.35828293324256 ] }, "decode_16384_steps": { "time": [ 212.25466036598664, 212.21217332303058, 212.23342776403297, 212.31846080999821, 212.2753902300028 ], "throughput": [ 77.19029571246814, 77.20574999748098, 77.1980181096457, 77.16710048431392, 77.18275765385592 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=1024, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1460.26080839301, 1221.7898870509816, 1224.7865904059727, 1224.4871949129738, 1224.6807616980514, 1224.666912561981, 1224.6189432239626 ], "throughput": [ 26.754048629107366, 26.760590176958832, 26.756360534778324, 26.756663108869283, 26.757711189518382 ] }, "decode_256_steps": { "time": [ 2.7068986049853265, 2.7065191679866984, 2.7065681939711794, 2.706399829010479, 2.706872456939891 ], "throughput": [ 94.57317667108839, 94.58643523682525, 94.58472192580786, 94.59060603532457, 94.57409023600877 ] }, "decode_512_steps": { "time": [ 5.379735606955364, 5.3793374840170145, 5.379029763047583, 5.3791350099490955, 5.379954076022841 ], "throughput": [ 95.17196334668274, 95.1790069913339, 95.18445194657511, 95.18258958977964, 95.16809860549937 ] }, "decode_1024_steps": { "time": [ 10.735910460003652, 10.737461235024966, 10.735120830941014, 10.736664333031513, 10.738420909969136 ], "throughput": [ 95.38082529794606, 95.3670497696208, 95.38784109896588, 95.37412814980611, 95.35852697386427 ] }, "decode_2048_steps": { "time": [ 23.178633383940905, 23.18692738295067, 23.184082827996463, 23.184020977001637, 23.19304122799076 ], "throughput": [ 88.35723686017387, 88.32563134285282, 88.3364683948977, 88.33670406145679, 88.3023480994959 ] }, "decode_4096_steps": { "time": [ 53.308815059950575, 53.32363338803407, 53.318317726952955, 53.29990001907572, 53.3058647980215 ], "throughput": [ 76.83532255207095, 76.8139704620944, 76.8216285625499, 76.84817417169761, 76.83957507339844 ] }, "decode_8192_steps": { "time": [ 135.02492040896323, 135.00244959199335, 135.00284568301868, 135.01569054007996, 134.9680146749597 ], "throughput": [ 60.67028201303941, 60.680380428340364, 60.6802023953961, 60.674429521716746, 60.69586205093556 ] }, "decode_16384_steps": { "time": [ 384.0558844450861, 384.07493578689173, 384.0813423990039, 384.0267954779556, 384.0353836310096 ], "throughput": [ 42.660458187414264, 42.65834209262446, 42.657630536448806, 42.66368959907771, 42.66273551434557 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=4096, attn_backend=math)": { "compile_32768_steps": { "time": [ 898.9815490139881, 560.6647452159086, 562.5092405340401, 561.5701877580723, 562.4147996029351, 561.4950715759769, 562.3797019099584 ], "throughput": [ 58.25326525994563, 58.35067586265218, 58.26304717289483, 58.35848195074692, 58.26668332571936 ] }, "decode_256_steps": { "time": [ 2.813434768933803, 2.812240287079476, 2.8116410149959847, 2.812076981063001, 2.813450468936935 ], "throughput": [ 90.99197991962522, 91.03062820633195, 91.05003043938224, 91.03591463674253, 90.99147215366824 ] }, "decode_512_steps": { "time": [ 5.592548868036829, 5.591474848915823, 5.589239769033156, 5.59182970400434, 5.589147281949408 ], "throughput": [ 91.55038464236596, 91.56796978158202, 91.60458687721807, 91.56215891792162, 91.60610271508578 ] }, "decode_1024_steps": { "time": [ 11.147533883922733, 11.146525106043555, 11.14996778103523, 11.146847128984518, 11.15526796807535 ], "throughput": [ 91.85888203280905, 91.8671954046733, 91.83883039928621, 91.86454143946682, 91.79519514282664 ] }, "decode_2048_steps": { "time": [ 22.25320474395994, 22.264889164012857, 22.256851444020867, 22.266585541074164, 22.256572862970643 ], "throughput": [ 92.0316881799183, 91.98339075095058, 92.01660913948274, 91.9763830077201, 92.01776089288924 ] }, "decode_4096_steps": { "time": [ 44.498410718049854, 44.500589655013755, 44.508868450066075, 44.50180207309313, 44.50322249904275 ], "throughput": [ 92.04823124926892, 92.04372417879895, 92.0266037451671, 92.04121651685968, 92.03827880302609 ] }, "decode_8192_steps": { "time": [ 96.2778827410657, 96.40476003300864, 96.31824235501699, 96.42353072506376, 96.37645655695815 ], "throughput": [ 85.08703937779721, 84.97505721911541, 85.05138590263424, 84.95851519229446, 85.00001237499905 ] }, "decode_16384_steps": { "time": [ 222.29530947993044, 222.00784618896432, 222.2807207169244, 222.0337700919481, 222.31381024199072 ], "throughput": [ 73.70375937455037, 73.79919350262325, 73.70859671120603, 73.7905769614014, 73.69762581175618 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=4096, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1522.8031720829895, 1300.5843198020011, 1304.0012294719927, 1303.6491647650255, 1303.6756265059812, 1303.7823548250599, 1303.7123859190615 ], "throughput": [ 25.12881066321402, 25.13559697321344, 25.13508677601227, 25.13302920440028, 25.1343780682884 ] }, "decode_256_steps": { "time": [ 3.9691538240294904, 3.965206360910088, 3.9644431449705735, 3.9639634379418567, 3.9693289620336145 ], "throughput": [ 64.497374339629, 64.56158310541076, 64.57401219759457, 64.58182675189322, 64.49452853331738 ] }, "decode_512_steps": { "time": [ 7.897246870910749, 7.898648044909351, 7.898578990017995, 7.899589656968601, 7.900676324032247 ], "throughput": [ 64.83272061380471, 64.82121966809018, 64.82178638044279, 64.81349313484158, 64.80457862102266 ] }, "decode_1024_steps": { "time": [ 15.767624971922487, 15.773246614960954, 15.77835200901609, 15.778605913044885, 15.777658078004606 ], "throughput": [ 64.94319859988067, 64.92005260532312, 64.89904645395568, 64.89800212028953, 64.9019008358118 ] }, "decode_2048_steps": { "time": [ 31.519887652015314, 31.5141720820684, 31.515057499986142, 31.51619309897069, 31.51769863604568 ], "throughput": [ 64.97485088177513, 64.9866350499912, 64.98480924557731, 64.98246769743542, 64.9793636156472 ] }, "decode_4096_steps": { "time": [ 63.03307807794772, 63.044896274921484, 63.04428052494768, 63.03436050203163, 63.04151514801197 ], "throughput": [ 64.98175442003357, 64.96957314575424, 64.97020769995375, 64.98043237652873, 64.97305768085063 ] }, "decode_8192_steps": { "time": [ 154.5878291769186, 154.58951186097693, 154.63973511895165, 154.67695624707267, 154.62705774896313 ], "throughput": [ 52.99252886606381, 52.99195205019539, 52.974741541677936, 52.961993814479634, 52.97908476859014 ] }, "decode_16384_steps": { "time": [ 423.6496976240305, 423.797500274959, 423.5808588269865, 423.7176408090163, 423.7635006370256 ], "throughput": [ 38.67346086138374, 38.659973193258786, 38.679745929435676, 38.66725956634129, 38.66307498255662 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=16384, attn_backend=math)": { "compile_32768_steps": { "time": [ 990.497278142022, 719.2637609430822, 719.9691772339866, 719.9260224100435, 719.8767250370001, 719.8293393129716, 719.947044180939 ], "throughput": [ 45.513059497754796, 45.51578770594369, 45.51890464067413, 45.52190110960862, 45.51445868810965 ] }, "decode_256_steps": { "time": [ 4.562974484986626, 4.562540166079998, 4.562741403002292, 4.562649470986798, 4.562715793028474 ], "throughput": [ 56.10375443524978, 56.10909508330921, 56.10662042594646, 56.10775090829692, 56.10693534564457 ] }, "decode_512_steps": { "time": [ 9.096967995050363, 9.097742426907644, 9.093598798965104, 9.096917578019202, 9.096175041981041 ], "throughput": [ 56.28248887745652, 56.277697913902216, 56.30334164932239, 56.28280080685142, 56.28739526636158 ] }, "decode_1024_steps": { "time": [ 18.165718610049225, 18.16750017402228, 18.16960713698063, 18.166646645055152, 18.16390078398399 ], "throughput": [ 56.369914231387796, 56.36438641482543, 56.357850353068514, 56.367034599570765, 56.37555567925759 ] }, "decode_2048_steps": { "time": [ 36.300319120055065, 36.30948754400015, 36.300883826916106, 36.30586341000162, 36.30458141409326 ], "throughput": [ 56.41823679915058, 56.4039907618695, 56.41735914103183, 56.409621136728354, 56.41161308652291 ] }, "decode_4096_steps": { "time": [ 72.58125147898681, 72.5718930439325, 72.57639079994988, 72.58253011200577, 72.57509899605066 ], "throughput": [ 56.43330635027482, 56.440583650207714, 56.437085873975825, 56.432312206246536, 56.43809042854896 ] }, "decode_8192_steps": { "time": [ 145.08408565598074, 145.1309062599903, 145.13845185306855, 145.14079141803086, 145.1317251760047 ], "throughput": [ 56.46380830096443, 56.44559254198202, 56.44265799591966, 56.441748180948025, 56.445274043737626 ] }, "decode_16384_steps": { "time": [ 290.2519666380249, 290.2835553189507, 290.28880218497943, 290.31511691596825, 290.32044873200357 ], "throughput": [ 56.44750728057113, 56.44136465807713, 56.440344500645594, 56.43522863724093, 56.43419218852256 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=16384, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1862.2012126939371, 1651.0447366749868, 1654.1024062790675, 1654.25030818698, 1654.2161012649303, 1654.2245830449974, 1654.2323551579611 ], "throughput": [ 19.810139853258658, 19.808368683886158, 19.80877829380531, 19.8086767273659, 19.8085836598638 ] }, "decode_256_steps": { "time": [ 9.367126369965263, 9.362440155935474, 9.362670941045508, 9.362844091025181, 9.362466935999691 ], "throughput": [ 27.329619553424404, 27.343298940896787, 27.34262494238776, 27.342119286744353, 27.343220729106395 ] }, "decode_512_steps": { "time": [ 18.717777136014774, 18.71897683595307, 18.718699113000184, 18.718534374027513, 18.726146018016152 ], "throughput": [ 27.353675400636305, 27.35192230253816, 27.3523281136783, 27.35256883735589, 27.341450798654044 ] }, "decode_1024_steps": { "time": [ 37.4294211929664, 37.43159919104073, 37.43185054999776, 37.43163016298786, 37.43705530895386 ], "throughput": [ 27.35815749649974, 27.356565632522983, 27.35638193020252, 27.356542996957803, 27.352578656342367 ] }, "decode_2048_steps": { "time": [ 74.85148737300187, 74.85483029601164, 74.85498015303165, 74.85557019105181, 74.85511412506457 ], "throughput": [ 27.360845747718457, 27.359623846600584, 27.35956907360232, 27.35935341582391, 27.35952010677979 ] }, "decode_4096_steps": { "time": [ 149.69845532998443, 149.70632552402094, 149.70927730598487, 149.70397737505846, 149.70237290801015 ], "throughput": [ 27.3616717752436, 27.36023334794081, 27.35969389277291, 27.360662500891024, 27.360955744615552 ] }, "decode_8192_steps": { "time": [ 299.375208353973, 299.3615225640824, 299.38819281803444, 299.3888927450171, 299.3853005100973 ], "throughput": [ 27.363655277406956, 27.364906250590007, 27.362468515847674, 27.36240454644036, 27.362732859770816 ] }, "decode_16384_steps": { "time": [ 598.7691340980818, 598.762512395042, 598.7840125639923, 598.7797211438883, 598.7782060309546 ], "throughput": [ 27.36279989562088, 27.36310250029552, 27.362119990217735, 27.36231609297083, 27.362385328956023 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=-1, attn_backend=math)": [], "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=-1, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 2166.001064169104, 2111.6105139140273, 2115.3430371589493, 2115.3343986819964, 2115.1691082339967, 2115.4064865020337, 2115.481489110971 ], "throughput": [ 15.490631743591655, 15.490695003313325, 15.49190552776121, 15.490167118747983, 15.489617927959616 ] }, "decode_256_steps": { "time": [ 16.52606166806072, 16.52247347100638, 16.52323601092212, 16.525672363000922, 16.52838602103293 ], "throughput": [ 15.490684056611098, 15.494048179240751, 15.493333135880887, 15.491048979837851, 15.488505633534414 ] }, "decode_512_steps": { "time": [ 33.068852576077916, 33.06095523806289, 33.05816803290509, 33.077643777942285, 33.07721897796728 ], "throughput": [ 15.482847456593701, 15.486545876041033, 15.487851579989881, 15.478732506981814, 15.478931295313641 ] }, "decode_1024_steps": { "time": [ 66.15799553203396, 66.13622091594152, 66.14935182000045, 66.12836138310377, 66.11971748992801 ], "throughput": [ 15.47809893218689, 15.483194924328892, 15.480121449812765, 15.485035143508618, 15.487059516792181 ] }, "decode_2048_steps": { "time": [ 132.26222734199837, 132.2629597709747, 132.25793238601182, 132.25569152703974, 132.25567052094266 ], "throughput": [ 15.484390677198892, 15.484304929711973, 15.484893518693822, 15.485155885191416, 15.485158344690404 ] }, "decode_4096_steps": { "time": [ 264.529742041952, 264.5615939659765, 264.5513466709526, 264.5338080630172, 264.5394176529953 ], "throughput": [ 15.484081178858187, 15.482216971095053, 15.482816668835861, 15.483843180544437, 15.483514843798636 ] }, "decode_8192_steps": { "time": [ 529.0984191080788, 529.099980605999, 529.0834999929648, 529.0694253690308, 529.0889178810176 ], "throughput": [ 15.482941744202456, 15.48289605041637, 15.483378332737514, 15.483790230905905, 15.483219782430279 ] }, "decode_16384_steps": { "time": [ 1058.0289591948967, 1058.0698731489247, 1058.0725366679253, 1058.2203372790245, 1058.1910653709201 ], "throughput": [ 15.485398445489947, 15.484799648665483, 15.484760668296314, 15.48259792674914, 15.483026209692136 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_256_steps": { "time": [ 239.58097041699511, 2.312022498997976, 2.380534149997402, 2.374066317002871, 2.3756752280023647, 2.376794602998416, 2.3840063829993596 ], "throughput": [ 107.53888995891086, 107.83186559134793, 107.75883714343516, 107.7080870501163, 107.38226282679746 ] }, "decode_256_steps": { "time": [ 2.3701413179951487, 2.3724538540118374, 2.384884871993563, 2.378806403008639, 2.375843428002554 ], "throughput": [ 108.01043720740874, 107.90515464277716, 107.34270782052701, 107.61699635423014, 107.7512082583772 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 192.44322842400288, 2.3328130390000297, 2.366039394008112, 2.3594289580069017, 2.37550985001144, 2.3603253869951004, 2.3648168689978775 ], "throughput": [ 108.19769131837299, 108.50082988565708, 107.76633908664583, 108.45962230907081, 108.25362562154058 ] }, "decode_256_steps": { "time": [ 2.3569551950058667, 2.3519628449867014, 2.364320687993313, 2.376643644995056, 2.357740539999213 ], "throughput": [ 108.61470788347455, 108.84525686520676, 108.27634394100603, 107.71492837771753, 108.57852917101957 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_256_steps": { "time": [ 123.24868111600517, 2.4133570559934014, 2.3958976089925272, 2.3940246929996647, 2.3957587629993213, 2.3935277720011072, 2.395215665004798 ], "throughput": [ 106.84930734900969, 106.932898707589, 106.85549979143393, 106.95509907786504, 106.87972851057951 ] }, "decode_256_steps": { "time": [ 2.396926957007963, 2.394675218005432, 2.393309078994207, 2.397465115005616, 2.3990495420002844 ], "throughput": [ 106.80342146076899, 106.90384987289718, 106.9648722962203, 106.7794473411557, 106.7089259801412 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 114.07110836199718, 2.346418082990567, 2.3611605189944385, 2.3611299799958942, 2.3644523239927366, 2.3635845899989363, 2.3662663550057914 ], "throughput": [ 108.42126062188447, 108.42266294905339, 108.2703158791991, 108.31006475639411, 108.18731351119322 ] }, "decode_256_steps": { "time": [ 2.3601023480005097, 2.3616117750061676, 2.366239537994261, 2.3621032049995847, 2.359167795002577 ], "throughput": [ 108.46987217180833, 108.40054352258277, 108.18853961716741, 108.37799104550345, 108.51284107145095 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_512_steps": { "time": [ 94.61069657599728, 4.4038144090009155, 4.885655430989573, 4.881929145005415, 4.879147521001869, 4.874893109998084, 4.8750318990059895 ], "throughput": [ 104.79658404733142, 104.87657333654974, 104.93636394393492, 105.02794388453808, 105.02495380684502 ] }, "decode_256_steps": { "time": [ 2.37288324200199, 2.3966926879948005, 2.3843923910026206, 2.388103257995681, 2.3767924919957295 ], "throughput": [ 107.88562853350258, 106.81386115221268, 107.36487876995521, 107.19804478423562, 107.70818271352061 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 79.21262751299946, 4.326255152001977, 4.802594816006604, 4.80120072500722, 4.8073536479932955, 4.801366009996855, 4.802172392010107 ], "throughput": [ 106.60903524352115, 106.6399905617839, 106.50350223635431, 106.63631952531263, 106.61841312733165 ] }, "decode_256_steps": { "time": [ 2.3964423230063403, 2.3679123939946294, 2.3730907019926235, 2.367261227002018, 2.363264871004503 ], "throughput": [ 106.82502038223379, 108.1121077997874, 107.87619697175643, 108.14184640036845, 108.32471769920038 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_512_steps": { "time": [ 81.23820038398844, 4.486158804997103, 4.927316463988973, 4.935500680003315, 4.9341026860056445, 4.927212084992789, 4.927719523999258 ], "throughput": [ 103.91051675733118, 103.73820878485951, 103.76760124027429, 103.9127180174444, 103.90201745582894 ] }, "decode_256_steps": { "time": [ 2.3995575709996046, 2.408020745991962, 2.4063721239945153, 2.401444596995134, 2.4126051000057487 ], "throughput": [ 106.68633380334185, 106.31137643896966, 106.3842110899484, 106.60250097808887, 106.10936700721972 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 67.48033589099941, 4.485848414988141, 4.817525990001741, 4.8185027050058125, 4.82337507000193, 4.823234006005805, 4.814728337994893 ], "throughput": [ 106.27861708740153, 106.25707431233711, 106.14973800903174, 106.1528425455756, 106.34037147217818 ] }, "decode_256_steps": { "time": [ 2.37765136899543, 2.370468028006144, 2.3782593079959042, 2.379818173998501, 2.3746907000022475 ], "throughput": [ 107.66927537747526, 107.99555065727995, 107.64175257900047, 107.57124338195815, 107.80351310583636 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=512, attn_backend=math)": { "compile_512_steps": { "time": [ 177.23491614499653, 5.061134107003454, 5.108793393999804, 5.129061786006787, 5.118062194000231, 5.110225826996611, 5.114301018009428 ], "throughput": [ 100.21935915461678, 99.82332468617342, 100.0378621033961, 100.19126694855153, 100.11143227531004 ] }, "decode_256_steps": { "time": [ 2.586019661001046, 2.581856773002073, 2.568079000004218, 2.5769680039957166, 2.583167011005571 ], "throughput": [ 98.99383359711295, 99.15344750217655, 99.68540687400174, 99.34155162309322, 99.10315473576163 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=512, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 106.16414676400018, 4.862435786999413, 4.979352845999529, 4.983894245000556, 4.975015648000408, 4.976418007994653, 4.973547681991477 ], "throughput": [ 102.82460709956453, 102.73091177919704, 102.91424916538433, 102.88524781830388, 102.94462479044499 ] }, "decode_256_steps": { "time": [ 2.503557357005775, 2.5071760789869586, 2.5224818540009437, 2.508882513997378, 2.518474783995771 ], "throughput": [ 102.2544976984961, 102.10690910206775, 101.4873504814137, 102.03746033213716, 101.64882397346643 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_1024_steps": { "time": [ 90.90660878299968, 9.6507471310033, 10.209541096002795, 10.206801677995827, 10.218191609994392, 10.211030357007985, 10.220677106000949 ], "throughput": [ 100.2983376403581, 100.32525685372866, 100.21342709980382, 100.2837093023833, 100.18905688731431 ] }, "decode_256_steps": { "time": [ 2.3441311580099864, 2.341547983000055, 2.339453330991091, 2.340368342003785, 2.3404919449967565 ], "throughput": [ 109.20890630425612, 109.32938460308887, 109.42727371763709, 109.38449106725524, 109.37871439688068 ] }, "decode_512_steps": { "time": [ 4.80882346299768, 4.804537702002563, 4.807607123002526, 4.806840884994017, 4.812581789999967 ], "throughput": [ 106.47094948268993, 106.56592408185185, 106.49788697380856, 106.51486334785082, 106.38780229436962 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 80.03857180199702, 9.464118296993547, 9.996286873996723, 9.99581912800204, 9.992981766001321, 9.995646617986495, 9.994217294995906 ], "throughput": [ 102.43803653371779, 102.4428300359489, 102.47191718931278, 102.44459804705188, 102.45924916128406 ] }, "decode_256_steps": { "time": [ 2.3613178649975453, 2.3664983920025406, 2.369180901994696, 2.3731712049921043, 2.3651337619958213 ], "throughput": [ 108.41403599013813, 108.17670566146963, 108.05422236202591, 107.87253758240831, 108.23912123429926 ] }, "decode_512_steps": { "time": [ 4.799104511999758, 4.803412767010741, 4.800406759008183, 4.80004767999344, 4.800097131999792 ], "throughput": [ 106.68657011319236, 106.5908812826485, 106.65762834351663, 106.66560712178169, 106.66450822146035 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_1024_steps": { "time": [ 87.73415758099873, 9.840805448009633, 10.457657163002295, 10.458905777995824, 10.459054397011641, 10.458743409995805, 10.458238560997415 ], "throughput": [ 97.91868140626816, 97.90699158552157, 97.90560036599265, 97.90851155420121, 97.913237877253 ] }, "decode_256_steps": { "time": [ 2.4011523210065207, 2.402019706001738, 2.4046308010001667, 2.4038745240104618, 2.402174859002116 ], "throughput": [ 106.6154769776077, 106.57697743292984, 106.46124964111789, 106.49474315028178, 106.57009378007751 ] }, "decode_512_steps": { "time": [ 4.932262354006525, 4.94486591599707, 4.930868078998174, 4.930522203998407, 4.9295516119891545 ], "throughput": [ 103.80631913955213, 103.54173575134476, 103.83567189329983, 103.8429559418257, 103.86340184668431 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 75.92583488200034, 9.35004917200422, 9.881037651997758, 9.880577445001109, 9.88106230700214, 9.879764982004417, 9.880531578994123 ], "throughput": [ 103.63284060484949, 103.63766750475433, 103.63258202251697, 103.64619015383195, 103.63814859688422 ] }, "decode_256_steps": { "time": [ 2.3404862040042644, 2.345575219995226, 2.3356669360073283, 2.334797426010482, 2.3388988270016853 ], "throughput": [ 109.37898269257799, 109.141671440629, 109.60466839403715, 109.64548664824967, 109.45321663535793 ] }, "decode_512_steps": { "time": [ 4.74263180300477, 4.740720328991301, 4.741741253994405, 4.743618513995898, 4.743697196012363 ], "throughput": [ 107.95693641568681, 108.00046500716905, 107.97721186677894, 107.93448050035221, 107.93269022955268 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=512, attn_backend=math)": { "compile_1024_steps": { "time": [ 86.22676045499975, 10.334583461008151, 10.969039702002192, 10.966432511006133, 10.970176925999112, 10.96558174600068, 10.966472843996598 ], "throughput": [ 93.35365973860848, 93.3758539043844, 93.34398222631572, 93.38309847295324, 93.37551048244019 ] }, "decode_256_steps": { "time": [ 2.6087241290078964, 2.6138996069930727, 2.6112105729989707, 2.6054257979994873, 2.605151048002881 ], "throughput": [ 98.13226210981433, 97.93796185404854, 98.03881871770473, 98.25649235398043, 98.26685488975797 ] }, "decode_512_steps": { "time": [ 5.178941617006785, 5.184078165999381, 5.189764871000079, 5.1848250509938225, 5.182330971991178 ], "throughput": [ 98.86189840771267, 98.76394290464893, 98.65572193087361, 98.74971575016987, 98.79724061762832 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=512, attn_backend=mem_efficient)": { "compile_1024_steps": { "time": [ 68.08673886099132, 9.680016958998749, 10.202466414004448, 10.208873501003836, 10.203529691993026, 10.205509721999988, 10.203710033005336 ], "throughput": [ 100.36788737617437, 100.30489650981671, 100.3574283518339, 100.3379574263269, 100.3556546283389 ] }, "decode_256_steps": { "time": [ 2.471288469998399, 2.468191944004502, 2.4704143870039843, 2.4800403520057444, 2.474906411996926 ], "throughput": [ 103.5896873666739, 103.71964815048155, 103.62633951078391, 103.22412689493491, 103.4382547796793 ] }, "decode_512_steps": { "time": [ 4.91489573099534, 4.908857781003462, 4.9052134189987555, 4.903893387003336, 4.90636093399371 ], "throughput": [ 104.17311536664324, 104.30124946405304, 104.37874079381211, 104.40683750526482, 104.35432836842662 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_2048_steps": { "time": [ 300.234535562995, 21.262139462996856, 21.426846873000613, 21.41636202899099, 21.417637979000574, 21.413629713002592, 21.415335842000786 ], "throughput": [ 95.58102562354281, 95.62781938536783, 95.62212238380393, 95.6400212130516, 95.63240171015035 ] }, "decode_256_steps": { "time": [ 2.3495459879923146, 2.3527258490066743, 2.349475581999286, 2.351764077000553, 2.350492088997271 ], "throughput": [ 108.95722037718096, 108.80995765319777, 108.96048546380585, 108.85445632221034, 108.91336380085865 ] }, "decode_512_steps": { "time": [ 4.767536586994538, 4.771411675988929, 4.766779903991846, 4.768057419991237, 4.765572087999317 ], "throughput": [ 107.39298810977044, 107.3057691870367, 107.41003577094794, 107.38125716634951, 107.43725843311037 ] }, "decode_1024_steps": { "time": [ 9.897424827999203, 9.905251260992372, 9.898375230986858, 9.898132101996453, 9.905098115996225 ], "throughput": [ 103.46125560895067, 103.37950780033106, 103.4513216668498, 103.45386275390882, 103.38110617463673 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 236.71294197899988, 21.43994063900027, 21.72119384301186, 21.72656558000017, 21.718537451990414, 21.72618237300776, 21.737271714999224 ], "throughput": [ 94.28579362634261, 94.26248214237935, 94.2973257074596, 94.26414474658928, 94.21605557733504 ] }, "decode_256_steps": { "time": [ 2.3704227470007027, 2.3655185810057446, 2.3642492030048743, 2.3678227009950206, 2.3716913210082566 ], "throughput": [ 107.99761364251037, 108.22151305662406, 108.27961776391142, 108.11620308075523, 107.93984770799301 ] }, "decode_512_steps": { "time": [ 4.805058158992324, 4.807521897993865, 4.806001574994298, 4.807411661997321, 4.805527689008159 ], "throughput": [ 106.55438145776206, 106.49977490766145, 106.53346487940081, 106.50221699285076, 106.54397043036802 ] }, "decode_1024_steps": { "time": [ 10.011629435000941, 10.011651911001536, 10.007829306996427, 10.007280453006388, 10.006940460996702 ], "throughput": [ 102.2810529143305, 102.28082329498031, 102.3198906164523, 102.32550239884303, 102.32897897126176 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_2048_steps": { "time": [ 166.29470171499997, 21.135335416998714, 21.460943030993803, 21.45698700399953, 21.465772851006477, 21.468984434002778, 21.47767448599916 ], "throughput": [ 95.42917089161865, 95.44676517808665, 95.40769923427072, 95.39342702938283, 95.35483002757341 ] }, "decode_256_steps": { "time": [ 2.3578100059967255, 2.365029807013343, 2.359724490001099, 2.356992496002931, 2.361107733013341 ], "throughput": [ 108.57533022122374, 108.2438788893267, 108.48724123716696, 108.61298898241449, 108.42368453610646 ] }, "decode_512_steps": { "time": [ 4.774541263002902, 4.782786110998131, 4.775451788009377, 4.775201119991834, 4.778337430005195 ], "throughput": [ 107.23543305979986, 107.05057431329486, 107.21498671300053, 107.220614825303, 107.1502394922837 ] }, "decode_1024_steps": { "time": [ 9.919001934991684, 9.91896267500124, 9.922894556002575, 9.929820624005515, 9.92462087799504 ], "throughput": [ 103.23619318871103, 103.23660180522577, 103.19569498806779, 103.12371580252538, 103.17774478120592 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 143.93114531200263, 21.474697149998974, 21.774797926002066, 21.780789215990808, 21.76955274499778, 21.77575152499776, 21.77850704199227 ], "throughput": [ 94.05368568561593, 94.02781412972948, 94.0763470885083, 94.04956690697777, 94.03766732270238 ] }, "decode_256_steps": { "time": [ 2.37254893098725, 2.371876336997957, 2.371883373998571, 2.373075808005524, 2.3717212460032897 ], "throughput": [ 107.90083047664476, 107.93142796138132, 107.93110774600599, 107.87687402837663, 107.93848578596615 ] }, "decode_512_steps": { "time": [ 4.816328456014162, 4.817639443994267, 4.81730059099209, 4.819502343001659, 4.820585761000984 ], "throughput": [ 106.30504224865815, 106.2761142572149, 106.28358980907129, 106.23503498104301, 106.211158847568 ] }, "decode_1024_steps": { "time": [ 10.029997945996001, 10.033372739999322, 10.032447482008138, 10.035475640994264, 10.0316037619923 ], "throughput": [ 102.09373975084245, 102.0593998185369, 102.068812404591, 102.03801360615402, 102.0773970239661 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=512, attn_backend=math)": { "compile_2048_steps": { "time": [ 175.19941464898875, 21.640286550988094, 21.822437349997927, 21.82250286899216, 21.81980878599279, 21.81800586200552, 21.817714527001954 ], "throughput": [ 93.84836199335885, 93.8480802268573, 93.8596676115105, 93.86742367534349, 93.86867710022341 ] }, "decode_256_steps": { "time": [ 2.4468588739982806, 2.4652543120027985, 2.4470747470040806, 2.4456513679906493, 2.4461413450044347 ], "throughput": [ 104.6239334521505, 103.84324195422374, 104.61470386771684, 104.67559004958666, 104.65462289119515 ] }, "decode_512_steps": { "time": [ 4.865499852006906, 4.8624380080000265, 4.861317175993463, 4.860636188008357, 4.863281283993274 ], "throughput": [ 105.23070919194703, 105.29697225087938, 105.32124966632469, 105.3360054519513, 105.27871412356252 ] }, "decode_1024_steps": { "time": [ 10.068449004000286, 10.069140983992838, 10.070792400001665, 10.070482060007635, 10.083624343009433 ], "throughput": [ 101.70384729496624, 101.69685791746069, 101.68018159125499, 101.68331504869626, 101.55078820542315 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=512, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 136.40690303100564, 22.118315676998463, 22.499528549000388, 22.500860758009367, 22.499953004007693, 22.503542167003616, 22.505873496003915 ], "throughput": [ 91.02412948519265, 91.01874021734913, 91.02241234171511, 91.00789488167474, 90.99846759396553 ] }, "decode_256_steps": { "time": [ 2.5106641630118247, 2.5120752489892766, 2.512361979999696, 2.512534551002318, 2.5106541239947546 ], "throughput": [ 101.96505122887449, 101.90777529574426, 101.89614475857933, 101.88914612054775, 101.96545894289613 ] }, "decode_512_steps": { "time": [ 4.992420512004173, 4.992425905002165, 4.99329135401058, 4.995385998001439, 4.991803005992551 ], "throughput": [ 102.55546358102376, 102.55535279692408, 102.53757766182918, 102.49458204127603, 102.56815010234881 ] }, "decode_1024_steps": { "time": [ 10.393139106992749, 10.396675092008081, 10.394425074002356, 10.395526602005702, 10.397105637006462 ], "throughput": [ 98.52653654092137, 98.49302694735053, 98.51434713413259, 98.50390838328772, 98.48894834301505 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=2048, attn_backend=math)": { "compile_2048_steps": { "time": [ 120.42095660000632, 19.21203793300083, 19.945647002998157, 19.951505674005602, 19.955784724006662, 19.95632289799687, 19.957027006996213 ], "throughput": [ 102.67904569313555, 102.64889444751512, 102.62688379957673, 102.62411619956147, 102.62049549174058 ] }, "decode_256_steps": { "time": [ 2.52581022499362, 2.5267889280075906, 2.526922146003926, 2.530726370998309, 2.5258893059944967 ], "throughput": [ 101.35361614534862, 101.31435877466016, 101.30901753535949, 101.15672833448775, 101.35044294793722 ] }, "decode_512_steps": { "time": [ 5.018000224998104, 5.015955943003064, 5.014248616003897, 5.014780072000576, 5.014783781996812 ], "throughput": [ 102.03267776860122, 102.07426177939364, 102.10901756364011, 102.09819626162485, 102.0981207281741 ] }, "decode_1024_steps": { "time": [ 9.992481428998872, 9.995560519993887, 9.997563176992116, 9.994652128007147, 9.994937590992777 ], "throughput": [ 102.47704809620974, 102.44548046622464, 102.42495914970375, 102.45479151100554, 102.4518653245826 ] } }, "(max_new_tokens=2048, dynamic=True, dynamic_length_multiplier=2048, attn_backend=mem_efficient)": { "compile_2048_steps": { "time": [ 106.0347755630064, 24.194909286001348, 25.10958156500419, 25.115870385008748, 25.109330421997583, 25.10803651799506, 25.10990212400793 ], "throughput": [ 81.56249018718597, 81.54206756945273, 81.56330597353582, 81.56750921292422, 81.56144894096893 ] }, "decode_256_steps": { "time": [ 3.166338900991832, 3.167029642005218, 3.166581583005609, 3.166086356010055, 3.1691541799955303 ], "throughput": [ 80.85047368739016, 80.83283989660183, 80.8442774296103, 80.85692277914197, 80.77865116690569 ] }, "decode_512_steps": { "time": [ 6.30148213999928, 6.303826141986065, 6.302061163994949, 6.305320051993476, 6.303935679999995 ], "throughput": [ 81.25072619821128, 81.22051409220667, 81.24326100247451, 81.20127063782071, 81.21910279389151 ] }, "decode_1024_steps": { "time": [ 12.572255545994267, 12.568840579988318, 12.576362509003957, 12.585144907992799, 12.571353506995365 ], "throughput": [ 81.44918755857327, 81.47131738072787, 81.42258934305325, 81.36576952321461, 81.45503182534739 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_4096_steps": { "time": [ 360.44517323499895, 68.08626867400017, 69.13938856800087, 69.13735040101164, 69.13083966499835, 69.13632904599945, 69.13159371299844 ], "throughput": [ 59.242641348664066, 59.244387819931056, 59.24996745083435, 59.24526304071989, 59.24932118597826 ] }, "decode_256_steps": { "time": [ 2.397696713989717, 2.391360381996492, 2.392124760997831, 2.3910449810064165, 2.390061425001477 ], "throughput": [ 106.76913327124738, 107.05203696076602, 107.01782957725595, 107.06615811645955, 107.11021788899916 ] }, "decode_512_steps": { "time": [ 4.986599727999419, 4.987709320004797, 4.984794366988353, 4.984693271006108, 4.984980388995609 ], "throughput": [ 102.67517505468801, 102.6523333961065, 102.71236129432022, 102.71444443293863, 102.7085284287667 ] }, "decode_1024_steps": { "time": [ 10.920710081001744, 10.922644026999478, 10.923991414005286, 10.922502560002613, 10.924626279011136 ], "throughput": [ 93.76679651824158, 93.75019431822493, 93.7386309812697, 93.75140855995872, 93.73318352933985 ] }, "decode_2048_steps": { "time": [ 25.83188270199753, 25.831171023994102, 25.830122796993237, 25.826601758002653, 25.83096002601087 ], "throughput": [ 79.281871307105, 79.28405561240915, 79.28727308405975, 79.29808262000265, 79.28470323742268 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 303.2398592190002, 49.850834479992045, 50.34254979999969, 50.35221583300154, 50.34146929399867, 50.35784024500754, 50.38703100600105 ], "throughput": [ 81.36258525387655, 81.34696621067916, 81.36433158275526, 81.33788065714506, 81.29075911442708 ] }, "decode_256_steps": { "time": [ 2.3720337959966855, 2.3682082459999947, 2.3700762240041513, 2.366570516998763, 2.364949490001891 ], "throughput": [ 107.92426331869923, 108.09860173082117, 108.01340370711706, 108.1734088045067, 108.24755500372032 ] }, "decode_512_steps": { "time": [ 4.804641938986606, 4.810356909001712, 4.808227058005286, 4.806532618997153, 4.814360702992417 ], "throughput": [ 106.56361212798116, 106.43700866392777, 106.48415597336732, 106.52169465705717, 106.34849185308467 ] }, "decode_1024_steps": { "time": [ 10.006904984998982, 10.01044321799418, 10.010628181000357, 10.012423496998963, 10.00908226100728 ], "throughput": [ 102.32934174303087, 102.29317300949455, 102.29128297298045, 102.27294124214032, 102.30708203780395 ] }, "decode_2048_steps": { "time": [ 21.748422397999093, 21.746908503002487, 21.745337461004965, 21.751623978998396, 21.75003139200271 ], "throughput": [ 94.16774984968201, 94.17430526813698, 94.1811091077614, 94.1538894740633, 94.16078363698504 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_4096_steps": { "time": [ 231.04626068699872, 69.62560229099472, 70.82926341299026, 70.81771588500123, 70.81665367599635, 70.81778787099756, 70.81513803001144 ], "throughput": [ 57.82920508599817, 57.83863470902354, 57.83950225522106, 57.83857591628416, 57.84074018558174 ] }, "decode_256_steps": { "time": [ 2.4638581259932835, 2.473085710997111, 2.465873980007018, 2.4708736540051177, 2.48201264499221 ], "throughput": [ 103.90208644696041, 103.51440666275356, 103.81714640553992, 103.60707824337415, 103.14210143792538 ] }, "decode_512_steps": { "time": [ 5.1439843000116525, 5.150926532005542, 5.143367309006862, 5.143992855999386, 5.142493068007752 ], "throughput": [ 99.53374080065528, 99.3995928341556, 99.54568072620553, 99.53357524648575, 99.56260382444295 ] }, "decode_1024_steps": { "time": [ 11.242479349995847, 11.24618965400441, 11.24564958899282, 11.246187318989541, 11.24900931600132 ], "throughput": [ 91.08311148469028, 91.05306165945602, 91.05743442355572, 91.0530805645522, 91.0302384178308 ] }, "decode_2048_steps": { "time": [ 26.5888737669884, 26.589191708000726, 26.603423306005425, 26.60062661700067, 26.59963985098875 ], "throughput": [ 77.02469905072506, 77.02377802570636, 76.98257387565934, 76.99066753153502, 76.99352365193292 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 181.79924250600743, 49.87706192700716, 50.43732043400814, 50.436769680993166, 50.43433522200212, 50.43156128200644, 50.43254289300239 ], "throughput": [ 81.2097067162634, 81.2105934996776, 81.2145135247685, 81.21898065173363, 81.21739981840828 ] }, "decode_256_steps": { "time": [ 2.3734623170021223, 2.3723405839991756, 2.3829048730112845, 2.3809894709993387, 2.3724344729998847 ], "throughput": [ 107.85930670403438, 107.91030669316787, 107.43190082803935, 107.51832509891477, 107.90603614703606 ] }, "decode_512_steps": { "time": [ 4.817885573997046, 4.822707016995992, 4.81854424199264, 4.818467905002763, 4.825595056012389 ], "throughput": [ 106.27068495842902, 106.16444212672054, 106.25615835131768, 106.25784172359377, 106.10090445987176 ] }, "decode_1024_steps": { "time": [ 10.039766753005097, 10.036491879000096, 10.050038171990309, 10.040157623996492, 10.038568917007069 ], "throughput": [ 101.99440138322905, 102.02768181804358, 101.89016026366068, 101.99043066341781, 102.00657170019197 ] }, "decode_2048_steps": { "time": [ 21.798989659990184, 21.802644523995696, 21.8019069830043, 21.802824029990006, 21.80123981500219 ], "throughput": [ 93.94930829105785, 93.93355919489487, 93.93673689170954, 93.93278582549468, 93.93961157157219 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=512, attn_backend=math)": { "compile_4096_steps": { "time": [ 223.3924366470019, 72.73178858999745, 73.96637392000412, 73.96942860100535, 73.96876907399565, 73.96893488299975, 73.97764937199827 ], "throughput": [ 55.376514798871895, 55.37422794076213, 55.37472167344723, 55.37459754529171, 55.36807447615931 ] }, "decode_256_steps": { "time": [ 2.769494157997542, 2.769685056002345, 2.7706663880089764, 2.770759322011145, 2.769873348996043 ], "throughput": [ 92.43565264824336, 92.42928160557734, 92.39654442264472, 92.39344535135712, 92.42299836300772 ] }, "decode_512_steps": { "time": [ 5.516110830008984, 5.518123198999092, 5.520582135999575, 5.517161415002192, 5.514964379006415 ], "throughput": [ 92.81901973662232, 92.78517016308541, 92.7438424765499, 92.8013450191572, 92.83831495793683 ] }, "decode_1024_steps": { "time": [ 11.987164731006487, 11.987885312002618, 11.984787377994508, 11.987366931003635, 11.988061223004479 ], "throughput": [ 85.42470408797169, 85.41956928589745, 85.4416492928515, 85.42326316478795, 85.4183158520242 ] }, "decode_2048_steps": { "time": [ 28.152237795002293, 28.163020134990802, 28.15579905900813, 28.155230231990572, 28.16516440799751 ], "throughput": [ 72.74732527172564, 72.71947362830903, 72.73812388374627, 72.73959342989207, 72.71393734234584 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=512, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 172.83895552300964, 51.19026064100035, 51.73311376498896, 51.75592213300115, 51.77830809900479, 51.76599401999556, 51.77628555500996 ], "throughput": [ 79.17559377166313, 79.14070180170292, 79.10648590850205, 79.12530373545701, 79.10957605578301 ] }, "decode_256_steps": { "time": [ 2.505560633013374, 2.5058705629926408, 2.505262717997539, 2.5054283459903672, 2.5102065460087033 ], "throughput": [ 102.17274195121564, 102.1601050671474, 102.18489189214506, 102.17813668856138, 101.98363971564291 ] }, "decode_512_steps": { "time": [ 4.981246402996476, 4.982332083993242, 4.980817171002855, 4.980629747995408, 4.98257029899105 ], "throughput": [ 102.78551964263517, 102.76312204176523, 102.79437739267836, 102.79824558452042, 102.75820897171846 ] }, "decode_1024_steps": { "time": [ 10.367435580003075, 10.370508719002828, 10.371113203000277, 10.370307730001514, 10.368420922997757 ], "throughput": [ 98.7708090489718, 98.74153985557444, 98.73578467003574, 98.74345358504135, 98.76142255458677 ] }, "decode_2048_steps": { "time": [ 22.454903966994607, 22.454854903000523, 22.458186903997557, 22.466443878001883, 22.457661990993074 ], "throughput": [ 91.20502154051772, 91.20522082404267, 91.19168919354999, 91.15817399144812, 91.19382065779492 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=2048, attn_backend=math)": { "compile_4096_steps": { "time": [ 218.65697345900116, 84.72934419299418, 85.8801803469978, 85.87380629900144, 85.87903786099923, 85.87703154201154, 85.8740823219996 ], "throughput": [ 47.69435722480045, 47.697897374413095, 47.69499172347087, 47.69610600706678, 47.697744060208365 ] }, "decode_256_steps": { "time": [ 4.28025205200538, 4.277413278003223, 4.285557619994506, 4.2770992149889935, 4.279305711010238 ], "throughput": [ 59.80956188784702, 59.849255463925054, 59.73551698514514, 59.853650133448866, 59.822788388625014 ] }, "decode_512_steps": { "time": [ 8.519251856996561, 8.530118483002298, 8.523093896001228, 8.521990257999278, 8.523824167001294 ], "throughput": [ 60.099174034808286, 60.02261293559363, 60.07208253803405, 60.07986215654313, 60.06693591617377 ] }, "decode_1024_steps": { "time": [ 17.01521202499862, 17.01729299899307, 17.0149986440083, 17.022095320993685, 17.021864558992092 ], "throughput": [ 60.18144225858291, 60.17408292027358, 60.18219697952157, 60.15710643666063, 60.15792197447925 ] }, "decode_2048_steps": { "time": [ 34.053702545003034, 34.048662295987015, 34.049727191988495, 34.054225751999184, 34.04479283100227 ], "throughput": [ 60.140303313376975, 60.14920592758141, 60.14732477744698, 60.13937932151549, 60.15604236942298 ] } }, "(max_new_tokens=4096, dynamic=True, dynamic_length_multiplier=2048, attn_backend=mem_efficient)": { "compile_4096_steps": { "time": [ 168.76522464900336, 56.435878022006364, 56.995865373988636, 57.00850064599945, 57.041074995999224, 57.04210053100542, 57.00576450100925 ], "throughput": [ 71.86486200575004, 71.84893399380142, 71.80790334486662, 71.80661234194218, 71.85238257663369 ] }, "decode_256_steps": { "time": [ 3.1584611589933047, 3.160080846006167, 3.1603832979890285, 3.1621807019982953, 3.162539854005445 ], "throughput": [ 81.05212858833914, 81.01058563851072, 81.00283284084382, 80.95679030557122, 80.94759649456081 ] }, "decode_512_steps": { "time": [ 6.286558523992426, 6.289500081998995, 6.28916268699686, 6.2872430110001005, 6.288206191005884 ], "throughput": [ 81.44360671199836, 81.40551607040774, 81.40988323590103, 81.43474001310426, 81.42226645371797 ] }, "decode_1024_steps": { "time": [ 12.54505948300357, 12.548292752995621, 12.55087161299889, 12.55453027501062, 12.560197838000022 ], "throughput": [ 81.62575884054966, 81.60472664741928, 81.58795911348875, 81.5641826152778, 81.52737824733603 ] }, "decode_2048_steps": { "time": [ 25.083120259005227, 25.08535585399659, 25.087441676005255, 25.08348796798964, 25.088082551010302 ], "throughput": [ 81.64853410790217, 81.64125762934766, 81.63446980561586, 81.64733718905283, 81.63238445329202 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_8192_steps": { "time": [ 588.1366675229947, 146.89387874800013, 148.02639169699978, 148.0102059040073, 148.0156073919934, 148.01130745900446, 148.0186954410019 ], "throughput": [ 55.34148273213658, 55.34753465117776, 55.345514870637416, 55.34712273431532, 55.34436022147764 ] }, "decode_256_steps": { "time": [ 2.3191621559963096, 2.320945079001831, 2.3173116800026037, 2.317396603990346, 2.317208602995379 ], "throughput": [ 110.38469187594288, 110.29989563996833, 110.47283894055735, 110.46879052087644, 110.47775313326443 ] }, "decode_512_steps": { "time": [ 4.729413937006029, 4.731983042001957, 4.730799918004777, 4.7318114600057015, 4.731848365001497 ], "throughput": [ 108.25865674259911, 108.19988056918068, 108.22694023718866, 108.20380404577301, 108.20296013434024 ] }, "decode_1024_steps": { "time": [ 9.933856340998318, 9.939718480003648, 9.94141403400863, 9.942102137007168, 9.9439274220058 ], "throughput": [ 103.08182088096228, 103.02102640633582, 103.00345569523546, 102.99632672132763, 102.97742094676792 ] }, "decode_2048_steps": { "time": [ 21.989546651006094, 21.990288800996495, 21.9999017539958, 21.990624395999475, 21.99395128201286 ], "throughput": [ 93.13516247076869, 93.1320192532985, 93.09132481139493, 93.13059798213693, 93.11651070514554 ] }, "decode_4096_steps": { "time": [ 53.79019445501035, 53.79688133498712, 53.79833147399768, 53.773154440001235, 53.78216588799842 ], "throughput": [ 76.14770761659653, 76.13824255898162, 76.13619024559745, 76.17183783722817, 76.15907489724265 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 459.91800620600407, 127.99491786799626, 128.86559516399575, 128.8513404300029, 128.87792803600314, 128.885482038997, 128.86883503400895 ], "throughput": [ 63.570109536022954, 63.577142252937726, 63.56402624436587, 63.56030074451162, 63.56851133043999 ] }, "decode_256_steps": { "time": [ 2.3643417579878587, 2.3625449479877716, 2.3629614649980795, 2.3618799209943973, 2.361266403007903 ], "throughput": [ 108.27537902890374, 108.35772678866512, 108.33862667337576, 108.38823672806322, 108.41639879087509 ] }, "decode_512_steps": { "time": [ 4.796186539999326, 4.800913065002533, 4.802902530995198, 4.801142244992661, 4.80249856300361 ], "throughput": [ 106.75147760205172, 106.64638019220827, 106.60220495749051, 106.6412894835576, 106.61117193125855 ] }, "decode_1024_steps": { "time": [ 10.001166998990811, 10.006780961004552, 10.005029874009779, 10.002658543002326, 10.00407749900478 ], "throughput": [ 102.38805132474329, 102.3306100123934, 102.34851998393934, 102.3727837552119, 102.35826342827403 ] }, "decode_2048_steps": { "time": [ 21.732546890998492, 21.73761517899402, 21.74418193299789, 21.735730069005513, 21.7369584919943 ], "throughput": [ 94.23653887746912, 94.21456692172329, 94.186114074591, 94.22273802159448, 94.21741320223234 ] }, "decode_4096_steps": { "time": [ 50.38810528400063, 50.378343200995005, 50.37727026299399, 50.352109422005014, 50.342924451993895 ], "throughput": [ 81.2890259896431, 81.30477780220254, 81.30650943603885, 81.34713812426605, 81.36197975359718 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_8192_steps": { "time": [ 331.7396159360069, 149.45914417499444, 150.68669144500745, 150.6925762979954, 150.68424838999636, 150.68490108700644, 150.681814562995 ], "throughput": [ 54.36445595455681, 54.3623329114785, 54.36533736955516, 54.365101884162144, 54.366215483655466 ] }, "decode_256_steps": { "time": [ 2.3742705780023243, 2.3808769839961315, 2.37299926301057, 2.374025568991783, 2.3751502609957242 ], "throughput": [ 107.82258870233508, 107.52340491373155, 107.88035377441233, 107.8337164282185, 107.78265451410985 ] }, "decode_512_steps": { "time": [ 4.839187310994021, 4.841008736999356, 4.845132507995004, 4.839274113997817, 4.845432260000962 ], "throughput": [ 105.80288943079364, 105.76308117083823, 105.67306449413786, 105.8009916237266, 105.66652726250234 ] }, "decode_1024_steps": { "time": [ 10.165839240988134, 10.170043881007587, 10.17474969799514, 10.17718452999543, 10.171404332999373 ], "throughput": [ 100.72950946059478, 100.68786447542331, 100.64129638508668, 100.61721854231328, 100.67439720961717 ] }, "decode_2048_steps": { "time": [ 22.477114816996618, 22.479947504994925, 22.47738446400035, 22.473506911002914, 22.475784898997517 ], "throughput": [ 91.11489693736648, 91.10341559049216, 91.11380388941893, 91.12952456019713, 91.12028831043611 ] }, "decode_4096_steps": { "time": [ 55.002817241998855, 54.99729028000729, 54.99376248099725, 54.99175659799948, 54.96338649500103 ], "throughput": [ 74.46891278275089, 74.47639654874024, 74.48117414071, 74.48389092100771, 74.5223367991078 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 274.9992029760033, 128.09782812699268, 129.05322203300602, 129.03810816998885, 129.06394155499584, 129.07235277700238, 129.06255516900274 ], "throughput": [ 63.47768673226039, 63.485121691401716, 63.47241453577707, 63.4682782466457, 63.47309635449936 ] }, "decode_256_steps": { "time": [ 2.368411137998919, 2.371544399007689, 2.3712419789953856, 2.371876136006904, 2.3711196670046775 ], "throughput": [ 108.08934137013708, 107.9465348011686, 107.96030192939587, 107.93143710741178, 107.96587096061356 ] }, "decode_512_steps": { "time": [ 4.814810037991265, 4.815490868000779, 4.825729128991952, 4.818071119996603, 4.815757880991441 ], "throughput": [ 106.33856703796481, 106.32353254000961, 106.09795666400194, 106.26659242845734, 106.31763735900118 ] }, "decode_1024_steps": { "time": [ 10.031721999999718, 10.036821237008553, 10.035370213998249, 10.03303993899317, 10.033348954995745 ], "throughput": [ 102.07619389772053, 102.02433378251543, 102.0390855707178, 102.0627851804166, 102.05964176000637 ] }, "decode_2048_steps": { "time": [ 21.77711865400488, 21.77961581699492, 21.78760097999475, 21.785413414996583, 21.787058891000925 ], "throughput": [ 94.04366264144713, 94.03287997403145, 93.99841689227107, 94.00785566870185, 94.00075568923715 ] }, "decode_4096_steps": { "time": [ 50.4575929200073, 50.47029314999236, 50.46389525898849, 50.46284632899915, 50.465486681991024 ], "throughput": [ 81.17707886885475, 81.15665165302532, 81.16694081934612, 81.16862797028115, 81.16438122971056 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=512, attn_backend=math)": { "compile_8192_steps": { "time": [ 314.2436984810047, 152.97603170899674, 154.20176658401033, 154.19265490600083, 154.19210185900738, 154.1878546109947, 154.1880718029861 ], "throughput": [ 53.12520200951741, 53.128341327244286, 53.12853188479609, 53.12999535967246, 53.12992051983978 ] }, "decode_256_steps": { "time": [ 2.5357268740044674, 2.5489198950090213, 2.535426923990599, 2.536154800996883, 2.536417869006982 ], "throughput": [ 100.95724528711564, 100.43469804652058, 100.96918888794967, 100.9402107077117, 100.92974155722418 ] }, "decode_512_steps": { "time": [ 5.04018622500007, 5.04268188799324, 5.0413964630133705, 5.041409811004996, 5.040357696998399 ], "throughput": [ 101.58354813566295, 101.53327363740426, 101.55916198147301, 101.55889308628407, 101.58009228291534 ] }, "decode_1024_steps": { "time": [ 10.56860472500557, 10.570513514001505, 10.571658201995888, 10.57251709898992, 10.576453058005427 ], "throughput": [ 96.89074637990686, 96.87325016363953, 96.86276083033718, 96.85489183061536, 96.81884790524587 ] }, "decode_2048_steps": { "time": [ 23.322796185006155, 23.33196569599386, 23.320319544000085, 23.323059426998952, 23.330325692993938 ], "throughput": [ 87.81108336043454, 87.77657342225757, 87.8204089843578, 87.81009225698836, 87.78274366804109 ] }, "decode_4096_steps": { "time": [ 56.73495543700119, 56.7219589400047, 56.70311347000825, 56.71157913499337, 56.70875541699934 ], "throughput": [ 72.19535061675022, 72.21189247593466, 72.23589234066452, 72.22510927177832, 72.2287056007609 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=512, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 255.32551225999487, 130.73158748399874, 131.730181662002, 131.7306911009946, 131.776768316995, 131.77275721399928, 131.75157018499158 ], "throughput": [ 62.187722636102684, 62.18748213899068, 62.16573759263675, 62.16762988950874, 62.177627093913664 ] }, "decode_256_steps": { "time": [ 2.5021858270047233, 2.5039841209945735, 2.503317387003335, 2.5009773150086403, 2.5026935109926853 ], "throughput": [ 102.31054673762915, 102.23707005710473, 102.2642998962476, 102.3599848202204, 102.2897925277548 ] }, "decode_512_steps": { "time": [ 4.975364416008233, 4.9735596159880515, 4.98026668500097, 4.971545613007038, 4.973189940996235 ], "throughput": [ 102.90703498072226, 102.944377776054, 102.80573960868128, 102.98608116165245, 102.95202999977025 ] }, "decode_1024_steps": { "time": [ 10.360185622994322, 10.36079382499156, 10.362399265999557, 10.359753067008569, 10.363673411004129 ], "throughput": [ 98.8399278992881, 98.83412577229178, 98.8188134537417, 98.84405481256178, 98.80666433513032 ] }, "decode_2048_steps": { "time": [ 22.435899659001734, 22.44560945899866, 22.443604039013735, 22.441470425997977, 22.435379526999895 ], "throughput": [ 91.28227666940475, 91.24278865054106, 91.25094153505648, 91.25961717853544, 91.28439291768302 ] }, "decode_4096_steps": { "time": [ 51.78426459801267, 51.772664129995974, 51.792415592994075, 51.77383559300506, 51.774594305999926 ], "throughput": [ 79.09738666361582, 79.11510965932436, 79.0849384625741, 79.11331955775347, 79.11216021880702 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=2048, attn_backend=math)": { "compile_8192_steps": { "time": [ 308.9042799210001, 166.00583170900063, 167.35425268599647, 167.36282143100107, 167.35410297400085, 167.35101409099298, 167.3556767990085 ], "throughput": [ 48.95005575610015, 48.947549580940404, 48.95009954594696, 48.951003042896424, 48.9496392156357 ] }, "decode_256_steps": { "time": [ 3.3270059039932676, 3.3260825619945535, 3.3254202059906675, 3.3269862180022756, 3.3255876500043087 ], "throughput": [ 76.94606122962806, 76.96742195313527, 76.98275229663365, 76.94651652441108, 76.97887619941947 ] }, "decode_512_steps": { "time": [ 6.623837202991126, 6.623828866009717, 6.626187432004372, 6.623573498000042, 6.6234270650020335 ], "throughput": [ 77.29658569639909, 77.29668298457047, 77.26916952681549, 77.29966311306066, 77.30137208053378 ] }, "decode_1024_steps": { "time": [ 13.214759474998573, 13.218256670996197, 13.220329000992933, 13.222426505992189, 13.2205334300088 ], "throughput": [ 77.48911373962866, 77.46861219958637, 77.45646874015699, 77.44418163609681, 77.45527103132316 ] }, "decode_2048_steps": { "time": [ 26.426513101003366, 26.42842861599638, 26.425636837011552, 26.429512007001904, 26.43908692599507 ], "throughput": [ 77.49792763700789, 77.49231063856757, 77.5004974385929, 77.48913409590871, 77.4610713952604 ] }, "decode_4096_steps": { "time": [ 63.10986550799862, 63.1137487560045, 63.11988109500089, 63.117924724996556, 63.11748297099257 ], "throughput": [ 64.90268941360472, 64.89869609607551, 64.89239093836639, 64.89440230879238, 64.89485649930674 ] } }, "(max_new_tokens=8192, dynamic=True, dynamic_length_multiplier=2048, attn_backend=mem_efficient)": { "compile_8192_steps": { "time": [ 254.97321834499598, 141.40888244500093, 142.37363153600018, 142.3594804059976, 142.38758136500837, 142.3929525160056, 142.373832510988 ], "throughput": [ 57.53874444038885, 57.544464033144024, 57.53310732204892, 57.53093713735012, 57.5386632186625 ] }, "decode_256_steps": { "time": [ 3.159934740004246, 3.1563824729964836, 3.1574172359978547, 3.1618693079944933, 3.156389121999382 ], "throughput": [ 81.01433132750583, 81.10550675975864, 81.07892649768696, 80.96476326606155, 81.10533590923018 ] }, "decode_512_steps": { "time": [ 6.281313454004703, 6.283324331001495, 6.284723399992799, 6.283106062997831, 6.284524593997048 ], "throughput": [ 81.51161437001208, 81.4855278874953, 81.46738804775188, 81.48835860264178, 81.46996520453754 ] }, "decode_1024_steps": { "time": [ 12.53420357000141, 12.533213418995729, 12.547015028001624, 12.549146767996717, 12.551105424994603 ], "throughput": [ 81.69645516614861, 81.70290936305238, 81.61303686292734, 81.59917314947988, 81.58643922795672 ] }, "decode_2048_steps": { "time": [ 25.075978002001648, 25.06719933099521, 25.063272001993028, 25.05105717400147, 25.051985729005537 ], "throughput": [ 81.67178962417825, 81.70039153387508, 81.7131937057996, 81.75303683891866, 81.75000665231887 ] }, "decode_4096_steps": { "time": [ 57.037984189999406, 57.05476821800403, 57.05654074800259, 57.060268884000834, 57.04892785400443 ], "throughput": [ 71.81179451145752, 71.79066935035728, 71.78843908694887, 71.7837486592791, 71.79801889497718 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_16384_steps": { "time": [ 1267.7240032080008, 733.1094405299955, 737.5217216210003, 737.530508433003, 737.5245768129971, 737.5246486410033, 737.5318136970018 ], "throughput": [ 22.214938922733797, 22.214674257760983, 22.214852921646084, 22.214850758127078, 22.214634942827015 ] }, "decode_256_steps": { "time": [ 2.397445782000432, 2.395982254995033, 2.3989236260094913, 2.4017080290068407, 2.3981503139948472 ], "throughput": [ 106.78030841072588, 106.84553254361673, 106.71452697551912, 106.59080825318374, 106.74893834054726 ] }, "decode_512_steps": { "time": [ 5.017724795005051, 5.022879705997184, 5.017374294009642, 5.020771323994268, 5.021811490994878 ], "throughput": [ 102.03827848623264, 101.9335580321953, 102.04540662060802, 101.97636318410915, 101.9552408365227 ] }, "decode_1024_steps": { "time": [ 11.0522683540039, 11.054436666003312, 11.050195350995637, 11.054857556999195, 11.052488419998554 ], "throughput": [ 92.65066384576484, 92.63249055007913, 92.66804499594085, 92.62896375825953, 92.64881907925437 ] }, "decode_2048_steps": { "time": [ 26.36766961599642, 26.370733610994648, 26.365180235006846, 26.37856187998841, 26.376998370004003 ], "throughput": [ 77.67087610797216, 77.66185158937463, 77.67820973515406, 77.63880416671525, 77.6434062462919 ] }, "decode_4096_steps": { "time": [ 71.44049888598965, 71.43997282499913, 71.4368646840012, 71.44499420700595, 71.44036462900112 ], "throughput": [ 57.33442604504649, 57.33484823732574, 57.337342814785224, 57.33081856137016, 57.33453379292012 ] }, "decode_8192_steps": { "time": [ 218.23096759599866, 218.2436392249947, 218.2508300250047, 218.25095269700978, 218.24019661000057 ], "throughput": [ 37.53821050349503, 37.53603096562458, 37.53479425054857, 37.53477315341972, 37.53662307516732 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 867.0501534349896, 370.26384910100023, 371.91570088700973, 371.8965234859934, 371.92149884400715, 371.9415702749975, 371.91789762099506 ], "throughput": [ 44.0529936244277, 44.05526528299764, 44.05230687369284, 44.04992963783634, 44.05273342531153 ] }, "decode_256_steps": { "time": [ 2.370603110000957, 2.363883009995334, 2.3646407350024674, 2.3649692250037333, 2.3649854449904524 ], "throughput": [ 107.98939684167405, 108.29639153779667, 108.26168906361704, 108.24665170837302, 108.24590931088521 ] }, "decode_512_steps": { "time": [ 4.800724468994304, 4.800955610000528, 4.80158390699944, 4.805401459991117, 4.803419579999172 ], "throughput": [ 106.65056978520121, 106.6454351157693, 106.63148034415048, 106.54676914360168, 106.59073009817898 ] }, "decode_1024_steps": { "time": [ 10.003732381999725, 10.009005759988213, 10.013500881992513, 10.0115803170047, 10.013331900991034 ], "throughput": [ 102.36179466801215, 102.30786399319706, 102.26193736513076, 102.28155471726404, 102.26366309686122 ] }, "decode_2048_steps": { "time": [ 21.750225490992307, 21.751721210006508, 21.748920871003065, 21.750806013995316, 21.752049292001175 ], "throughput": [ 94.15994334625009, 94.15346860265258, 94.16559157794875, 94.1574302433775, 94.15204850391295 ] }, "decode_4096_steps": { "time": [ 50.405263062988524, 50.39326371700736, 50.38290042900189, 50.39655541199318, 50.410657359010656 ], "throughput": [ 81.26135548348329, 81.280704956953, 81.29742363228895, 81.2753960367944, 81.25265994508719 ] }, "decode_8192_steps": { "time": [ 129.07483392099675, 128.9874187950045, 128.980966713003, 128.99647484898742, 128.99090707300638 ], "throughput": [ 63.467058226192286, 63.510070024885756, 63.51324702216034, 63.50561137108705, 63.50835253343466 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_16384_steps": { "time": [ 952.9953309900011, 738.8954894220078, 743.3697520999995, 743.3666280790057, 743.3822774889995, 743.3686059799948, 743.3834832909924 ], "throughput": [ 22.040175772172116, 22.040268396684997, 22.039804413069895, 22.040209753545767, 22.039768663499608 ] }, "decode_256_steps": { "time": [ 2.495905920994119, 2.490903800993692, 2.5009192819998134, 2.492312785994727, 2.5093009689881 ], "throughput": [ 102.56796854668114, 102.77394088759041, 102.36236004997906, 102.71583945585135, 102.02044440417782 ] }, "decode_512_steps": { "time": [ 5.214875989011489, 5.215037103000213, 5.212170097001945, 5.215589030995034, 5.220125519001158 ], "throughput": [ 98.18066643940514, 98.1776332339891, 98.23163681755204, 98.16724380646231, 98.08193273060766 ] }, "decode_1024_steps": { "time": [ 11.447970038003405, 11.445787697011838, 11.457396023994079, 11.453433481001412, 11.456990486010909 ], "throughput": [ 89.44817261057331, 89.46522747991706, 89.37458370606542, 89.40550461995335, 89.37774725834969 ] }, "decode_2048_steps": { "time": [ 27.143047432007734, 27.173043445000076, 27.173696557001676, 27.164837276999606, 27.159713784989435 ], "throughput": [ 75.45210261044414, 75.36881189423183, 75.36700042645853, 75.39157989854907, 75.405801998248 ] }, "decode_4096_steps": { "time": [ 72.97671160000027, 72.9788340380037, 72.9737219360104, 72.98732180100342, 72.98979002899432 ], "throughput": [ 56.12749478835087, 56.125862436593735, 56.12979427843523, 56.119335508262054, 56.11743777277497 ] }, "decode_8192_steps": { "time": [ 221.17051291800453, 221.18073394299427, 221.17486600800476, 221.17532062300597, 221.17152102199907 ], "throughput": [ 37.03929557299103, 37.03758394305426, 37.038566577919916, 37.038490446966684, 37.03912674717815 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 529.8966044150002, 370.28579848000663, 372.2301301789994, 372.20721895499446, 372.21797360999335, 372.26935071099433, 372.248074787989 ], "throughput": [ 44.015781291324274, 44.018490683763645, 44.017218838462135, 44.011143997506984, 44.013659464407915 ] }, "decode_256_steps": { "time": [ 2.3703086030000122, 2.369659909993061, 2.3704674749897094, 2.3728935359977186, 2.3732373630045913 ], "throughput": [ 108.00281434914857, 108.03238005606875, 107.99557585202106, 107.8851605082067, 107.86953045265399 ] }, "decode_512_steps": { "time": [ 4.812218232997111, 4.813422028993955, 4.8138740900030825, 4.815401824002038, 4.814965737998136 ], "throughput": [ 106.39583975831451, 106.36923106179664, 106.35924214620914, 106.32549862152133, 106.33512840173779 ] }, "decode_1024_steps": { "time": [ 10.030315561001771, 10.029262557989568, 10.030391815002076, 10.033630503006862, 10.033651213001576 ], "throughput": [ 102.09050690103399, 102.10122569622581, 102.08973077885572, 102.05677792232127, 102.0565672716532 ] }, "decode_2048_steps": { "time": [ 21.784692835994065, 21.790245491996757, 21.791123040995444, 21.792440637989785, 21.793978073008475 ], "throughput": [ 94.01096519553231, 93.98700903815889, 93.98322409299952, 93.97754175499799, 93.97091220057793 ] }, "decode_4096_steps": { "time": [ 50.48399206199974, 50.48718597700645, 50.49522147599782, 50.50133938099316, 50.49269604199799 ], "throughput": [ 81.13462966576958, 81.12949693542943, 81.11658648624751, 81.10675974549663, 81.1206435994841 ] }, "decode_8192_steps": { "time": [ 129.22291775100166, 129.14782721899974, 129.1278475040017, 129.1372981660097, 129.13002142799087 ], "throughput": [ 63.39432774444145, 63.431187162820684, 63.44100175406493, 63.43635894773753, 63.439933714935954 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=512, attn_backend=math)": { "compile_16384_steps": { "time": [ 914.2963250910107, 752.5430572240002, 757.0966528060089, 757.0936046449933, 757.0930470440071, 757.111907212995, 757.0927428680006 ], "throughput": [ 21.640565889805984, 21.640653017644464, 21.640668956041353, 21.640129872360813, 21.640677650580194 ] }, "decode_256_steps": { "time": [ 2.817200530000264, 2.819594219996361, 2.8154924429836683, 2.8163862760120537, 2.816689500992652 ], "throughput": [ 90.87035064556659, 90.79320640695965, 90.92547935547238, 90.89662244856939, 90.88683715751452 ] }, "decode_512_steps": { "time": [ 5.607523124985164, 5.614467977982713, 5.619281349994708, 5.609947352000745, 5.6075534189876635 ], "throughput": [ 91.30590968385077, 91.19296823987986, 91.11485403742637, 91.26645365350872, 91.30541641677874 ] }, "decode_1024_steps": { "time": [ 12.248269041010644, 12.244128852005815, 12.242925239988836, 12.24139281900716, 12.243528459977824 ], "throughput": [ 83.60365016243196, 83.63191962262385, 83.64014154520262, 83.65061191485003, 83.6360207228901 ] }, "decode_2048_steps": { "time": [ 28.801826854993124, 28.80518050599494, 28.80561587799457, 28.809557448985288, 28.80534770700615 ], "throughput": [ 71.10660064415171, 71.09832203876556, 71.0972474490478, 71.08752030039022, 71.09790934764094 ] }, "decode_4096_steps": { "time": [ 76.34572950098664, 76.35542362098931, 76.3535217489989, 76.35868390498217, 76.35733027401147 ], "throughput": [ 53.650676033517584, 53.64386451880089, 53.645200721258206, 53.641574088638116, 53.6425250241376 ] }, "decode_8192_steps": { "time": [ 227.83482765901135, 227.84345605000271, 227.83763457500027, 227.84705377698992, 227.84558249398833 ], "throughput": [ 35.95587243694166, 35.95451079447363, 35.955429467484805, 35.95394306927528, 35.954175237152754 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=512, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 501.8273987080029, 375.6964307590097, 377.6233423530066, 377.6155286669964, 377.6184971999901, 377.661670505011, 377.6340078700159 ], "throughput": [ 43.38714841595796, 43.38804619035775, 43.38770510842558, 43.382745138237716, 43.385923032756835 ] }, "decode_256_steps": { "time": [ 2.5016789629880805, 2.500778743007686, 2.502275043982081, 2.5064938659779727, 2.499585687997751 ], "throughput": [ 102.33127583014326, 102.3681126192351, 102.30689892211275, 102.13470037761894, 102.41697303246455 ] }, "decode_512_steps": { "time": [ 4.970530013000825, 4.974909488984849, 4.974372444004985, 4.971546875021886, 4.970885568007361 ], "throughput": [ 103.00712371936642, 102.91644524058984, 102.92755634272064, 102.98605501889108, 102.99975587755107 ] }, "decode_1024_steps": { "time": [ 10.354472029022872, 10.356215959996916, 10.359997474006377, 10.359400638000807, 10.363221197010716 ], "throughput": [ 98.8944677362398, 98.87781444066225, 98.8417229414635, 98.84741750827924, 98.81097590538491 ] }, "decode_2048_steps": { "time": [ 22.43623490698519, 22.453332669014344, 22.454948412021622, 22.45497087200056, 22.454965101002017 ], "throughput": [ 91.28091270618607, 91.21140412381834, 91.20484101863133, 91.20474979344917, 91.20477323336438 ] }, "decode_4096_steps": { "time": [ 51.804192612995394, 51.80997524299892, 51.790057011996396, 51.787747651018435, 51.79506883901195 ], "throughput": [ 79.06695951424777, 79.05813466979976, 79.08854008504417, 79.0920668649595, 79.08088727000398 ] }, "decode_8192_steps": { "time": [ 131.82154245700804, 131.82202791702002, 131.79499355898588, 131.80084648300544, 131.81381422298728 ], "throughput": [ 62.14462255038261, 62.144393690838534, 62.15714101714802, 62.154380784316785, 62.14826608493195 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=2048, attn_backend=math)": { "compile_16384_steps": { "time": [ 933.8440403310233, 809.0627326309914, 813.7626096809981, 813.7572374379961, 813.7652574130043, 813.7649732790014, 813.7591677840101 ], "throughput": [ 20.133635786513548, 20.133768704267126, 20.133570278098944, 20.133577307932008, 20.133720944264287 ] }, "decode_256_steps": { "time": [ 4.451259214023594, 4.451170415995875, 4.4511792990088, 4.451330720999977, 4.451907812006539 ], "throughput": [ 57.511815801128286, 57.51296312539053, 57.51284834942658, 57.51089192098727, 57.50343691070663 ] }, "decode_512_steps": { "time": [ 8.876368986995658, 8.876928849000251, 8.876813159993617, 8.876112213998567, 8.876226310007041 ], "throughput": [ 57.68124339469288, 57.67760547699592, 57.67835717298889, 57.682912029043734, 57.682170566423274 ] }, "decode_1024_steps": { "time": [ 17.724704110994935, 17.726467265019892, 17.72610094299307, 17.72836598599679, 17.726331502984976 ], "throughput": [ 57.772473581931074, 57.766727272313666, 57.767921061330505, 57.76054041352898, 57.76716969484444 ] }, "decode_2048_steps": { "time": [ 35.466714695008704, 35.47082578999107, 35.470235849003075, 35.473333077010466, 35.471135202998994 ], "throughput": [ 57.74428270595412, 57.73759010081721, 57.738550392457036, 57.733509156129074, 57.73708645859315 ] }, "decode_4096_steps": { "time": [ 89.9767236589978, 89.98439532800694, 89.98471704899566, 89.9847844550095, 89.98335167701589 ], "throughput": [ 45.522884513148135, 45.519003434644986, 45.518840691245096, 45.518806593884925, 45.51953137622708 ] }, "decode_8192_steps": { "time": [ 255.86151296901517, 255.8673087010102, 255.8652122229978, 255.86371986599988, 255.86596427802579 ], "throughput": [ 32.01732024852073, 32.016595013990774, 32.01685734776758, 32.01704409007376, 32.016763242095436 ] } }, "(max_new_tokens=16384, dynamic=True, dynamic_length_multiplier=2048, attn_backend=mem_efficient)": { "compile_16384_steps": { "time": [ 499.2999049409991, 397.0284910449991, 399.0279707609734, 399.03759870500653, 399.0459210879926, 399.0853299360024, 399.04017044301145 ], "throughput": [ 41.059778262547866, 41.058787575834614, 41.0579312659788, 41.053876880484054, 41.058522959757674 ] }, "decode_256_steps": { "time": [ 3.1594339099829085, 3.1592749810079113, 3.1592326790269, 3.159024218999548, 3.159107068000594 ], "throughput": [ 81.0271736310461, 81.03124974525886, 81.03233474998511, 81.03768197164196, 81.03555672205277 ] }, "decode_512_steps": { "time": [ 6.287347578007029, 6.291329685016535, 6.288908816000912, 6.288902050000615, 6.288926270004595 ], "throughput": [ 81.4333856443633, 81.3818422549659, 81.41316959427286, 81.41325718373209, 81.41294364381632 ] }, "decode_1024_steps": { "time": [ 12.546394636010518, 12.5483960499987, 12.550895193009637, 12.550191820017062, 12.555359592981404 ], "throughput": [ 81.61707245051315, 81.60405488636981, 81.58780583000393, 81.5923784022775, 81.55879506409583 ] }, "decode_2048_steps": { "time": [ 25.08947685000021, 25.100329597014934, 25.092200500017498, 25.100646613020217, 25.092451122007333 ], "throughput": [ 81.62784789193334, 81.59255407720062, 81.61898754151004, 81.59152358002046, 81.61817233565523 ] }, "decode_4096_steps": { "time": [ 57.05415068901493, 57.075894195004366, 57.05235468101455, 57.04937010697904, 57.04534005900496 ], "throughput": [ 71.79144638093148, 71.76409687083812, 71.79370637550629, 71.79746230885944, 71.8025345411789 ] }, "decode_8192_steps": { "time": [ 142.48795934399823, 142.46087497798726, 142.45173048999277, 142.45929560498917, 142.45772687598947 ], "throughput": [ 57.49257718136489, 57.503507550868335, 57.50719890746071, 57.50414506270451, 57.504778292097825 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=32, attn_backend=math)": { "compile_32768_steps": { "time": [ 2000.961627837998, 1165.1028341920173, 1167.6289747449919, 1167.6707962450164, 1167.6333782629808, 1167.6193630779744, 1167.6214402049955 ], "throughput": [ 28.063709199368297, 28.062704064685864, 28.063603362167513, 28.06394021560238, 28.063890291571752 ] }, "decode_256_steps": { "time": [ 2.3282477559987456, 2.3281418010010384, 2.3277662849868648, 2.3281219319906086, 2.3280237400031183 ], "throughput": [ 109.95393395759292, 109.95893802084001, 109.97667663248443, 109.95987644904531, 109.96451436515724 ] }, "decode_512_steps": { "time": [ 4.7038558759959415, 4.706627097009914, 4.707005149975885, 4.71560338899144, 4.708960935007781 ], "throughput": [ 108.84687233143488, 108.78278424166425, 108.77404712476746, 108.57571296077661, 108.72886971595868 ] }, "decode_1024_steps": { "time": [ 9.712239259009948, 9.716246005991707, 9.716904827015242, 9.720871956989868, 9.723194459977094 ], "throughput": [ 105.43397590314153, 105.39049745843519, 105.3833518213581, 105.34034441876224, 105.3151825991982 ] }, "decode_2048_steps": { "time": [ 20.759142069990048, 20.764508857013425, 20.763681342999917, 20.76487306697527, 20.763787070987746 ], "throughput": [ 98.65532944931485, 98.6298310305696, 98.6337618155773, 98.6281010914132, 98.63325957823817 ] }, "decode_4096_steps": { "time": [ 47.189580199017655, 47.19835986601538, 47.20227368597989, 47.20418977900408, 47.20302699401509 ], "throughput": [ 86.79882259442661, 86.78267659358384, 86.77548092808507, 86.77195857351326, 86.77409608751013 ] }, "decode_8192_steps": { "time": [ 122.24917571299011, 122.21147298498545, 122.17710775599699, 122.16236772801494, 122.14943353598937 ], "throughput": [ 67.01067677734471, 67.03134983903226, 67.05020400679685, 67.05829423868776, 67.06539492535885 ] }, "decode_16384_steps": { "time": [ 358.3085599380138, 358.33894043098553, 358.3355009309889, 358.33387886799756, 358.33511023400933 ], "throughput": [ 45.72595196395637, 45.7220752517001, 45.72251411716909, 45.72272108838336, 45.72256396896328 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=32, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1906.4186756470008, 1196.409874837991, 1199.298605635995, 1199.370025696, 1199.3575215780002, 1199.3356418710027, 1199.2963759870036 ], "throughput": [ 27.32263661944553, 27.32100961167891, 27.32129445178865, 27.321792879331802, 27.322687415804463 ] }, "decode_256_steps": { "time": [ 2.361196487006964, 2.360910599993076, 2.3611941240087617, 2.361029491003137, 2.3608498650137335 ], "throughput": [ 108.41960904511754, 108.43273777531041, 108.41971754756496, 108.42727758187915, 108.43552730470253 ] }, "decode_512_steps": { "time": [ 4.802458646008745, 4.79576461299439, 4.795904034981504, 4.795897956995759, 4.795616974006407 ], "throughput": [ 106.61205806020129, 106.76086949987238, 106.75776584882699, 106.757901146155, 106.76415626501951 ] }, "decode_1024_steps": { "time": [ 9.99118199100485, 10.00174176300061, 9.998364266997669, 10.004653567011701, 9.999351197009673 ], "throughput": [ 102.49037610584176, 102.38216745288084, 102.4167526462295, 102.3523696389079, 102.40664417369692 ] }, "decode_2048_steps": { "time": [ 21.720075035002083, 21.725716488988837, 21.72651924699312, 21.723678861017106, 21.723174014972756 ], "throughput": [ 94.29065031771901, 94.26616613716652, 94.26268316234946, 94.27500807310831, 94.27719902204026 ] }, "decode_4096_steps": { "time": [ 50.32444036001107, 50.32963186802226, 50.33394988600048, 50.31774756300729, 50.306498272984754 ], "throughput": [ 81.39186388756691, 81.38346830632113, 81.37648663132697, 81.40268987340973, 81.42089273980744 ] }, "decode_8192_steps": { "time": [ 128.84115759498673, 128.81773633300327, 128.84069447297952, 128.83245088299736, 128.83796228599385 ], "throughput": [ 63.58216701026252, 63.59372733288125, 63.58239555840043, 63.58646399919679, 63.583743910940164 ] }, "decode_16384_steps": { "time": [ 371.5565978079976, 371.57535633500083, 371.5957418749749, 371.588332031999, 371.57893758799764 ], "throughput": [ 44.095570087188854, 44.09334397631228, 44.090925039481405, 44.09180425662318, 44.09291900760636 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=128, attn_backend=math)": { "compile_32768_steps": { "time": [ 1412.358501521987, 1165.722906400013, 1168.5463252000045, 1168.5578289450204, 1168.5570592540025, 1168.57186958901, 1168.548783825012 ], "throughput": [ 28.041678188831355, 28.041402135470783, 28.04142060544209, 28.041065211953626, 28.041619189179652 ] }, "decode_256_steps": { "time": [ 2.3378930619801395, 2.3368786530045327, 2.3366379069921095, 2.3512923950038385, 2.3365964989934582 ], "throughput": [ 109.50030356956282, 109.54783624338386, 109.55912306050955, 108.87629311605973, 109.56106461268678 ] }, "decode_512_steps": { "time": [ 4.726294369989773, 4.7276975300046615, 4.729968331987038, 4.730066335992888, 4.730260783981066 ], "throughput": [ 108.33011232880695, 108.29796042377, 108.2459678508907, 108.24372506237297, 108.23927546106502 ] }, "decode_1024_steps": { "time": [ 9.75617562700063, 9.75896298600128, 9.762115304009058, 9.763373535999563, 9.760930188000202 ], "throughput": [ 104.95916014119678, 104.92918166293634, 104.89529862236607, 104.88178048543382, 104.90803440627771 ] }, "decode_2048_steps": { "time": [ 20.852831997995963, 20.845535187021596, 20.848198201012565, 20.84585887900903, 20.846976162021747 ], "throughput": [ 98.21207978833861, 98.24645813243895, 98.2339087653403, 98.2449325732631, 98.23966718640811 ] }, "decode_4096_steps": { "time": [ 47.38795965799363, 47.39308088601683, 47.391621909016976, 47.39271794600063, 47.40500374001567 ], "throughput": [ 86.4354580691272, 86.42611797808888, 86.42877865339894, 86.42677984130371, 86.4043809059437 ] }, "decode_8192_steps": { "time": [ 122.63951552598155, 122.59371389000444, 122.60168813998462, 122.6339231870079, 122.65158320701448 ], "throughput": [ 66.79739368559801, 66.8223495321315, 66.81800327778934, 66.80043977315958, 66.79082149452023 ] }, "decode_16384_steps": { "time": [ 359.13535010197666, 359.07041340199066, 359.058060965006, 359.0472593300219, 359.03395414497936 ], "throughput": [ 45.62068310832603, 45.62893345840108, 45.63050320041915, 45.63187595575122, 45.633566995126245 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=128, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1408.9961032069987, 1196.8347752249974, 1199.9257952889893, 1199.995124043984, 1199.9787720839959, 1199.9683274579875, 1199.9054641810071 ], "throughput": [ 27.308355340513515, 27.30677762220552, 27.307149728233952, 27.307387411979214, 27.3088180512335 ] }, "decode_256_steps": { "time": [ 2.3692377699771896, 2.368707158981124, 2.368678656988777, 2.368823553988477, 2.368419553997228 ], "throughput": [ 108.051628774458, 108.0758332786548, 108.0771337406503, 108.07052284200871, 108.08895728290362 ] }, "decode_512_steps": { "time": [ 4.808081102994038, 4.8094069459766615, 4.809416278993012, 4.809827324002981, 4.810337170987623 ], "throughput": [ 106.48738842636675, 106.45803230028532, 106.45782571085772, 106.4487278877795, 106.43744540154135 ] }, "decode_1024_steps": { "time": [ 10.019493950996548, 10.024768534000032, 10.02648651599884, 10.027780224016169, 10.027439836005215 ], "throughput": [ 102.20077031915889, 102.14699686351848, 102.1294945508625, 102.11631857941573, 102.11978498471316 ] }, "decode_2048_steps": { "time": [ 21.775309697026387, 21.778352584980894, 21.77939979598159, 21.777096734993393, 21.77730571400025 ], "throughput": [ 94.05147520265453, 94.03833425914739, 94.03381264794388, 94.04375729796386, 94.0428548368762 ] }, "decode_4096_steps": { "time": [ 50.45095527000376, 50.46087093799724, 50.46313749998808, 50.463538736017654, 50.44608710100874 ], "throughput": [ 81.18775904398638, 81.1718054774139, 81.16815962941202, 81.1675142606782, 81.19559385842028 ] }, "decode_8192_steps": { "time": [ 129.05185745298513, 129.0089393480157, 129.03360786498524, 129.02004874800332, 129.02376733499113 ], "throughput": [ 63.4783579382763, 63.499475628593345, 63.4873358619231, 63.494007942907224, 63.49217798555427 ] }, "decode_16384_steps": { "time": [ 371.88822375400923, 371.9018186509784, 371.9307854110084, 371.91826894998667, 371.91479525499744 ], "throughput": [ 44.0562485001876, 44.05463802094504, 44.05120695210692, 44.05268944237644, 44.05310089577526 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=512, attn_backend=math)": { "compile_32768_steps": { "time": [ 1352.4855338020134, 1176.2368823679863, 1179.0405076439783, 1179.0571040940122, 1179.0734436690109, 1179.0830768870073, 1179.0985929390008 ], "throughput": [ 27.79209008304453, 27.791698880588942, 27.791313743810026, 27.791086686201492, 27.790720976371492 ] }, "decode_256_steps": { "time": [ 2.443838142993627, 2.443571448995499, 2.442630688979989, 2.4414778699865565, 2.4436418330005836 ], "throughput": [ 104.75325492972617, 104.76468781186499, 104.805037108128, 104.8545240352351, 104.7616702835922 ] }, "decode_512_steps": { "time": [ 4.855771675007418, 4.852573720010696, 4.855254633992445, 4.854497891006758, 4.852622998994775 ], "throughput": [ 105.44153108253754, 105.5110194181391, 105.4527596586599, 105.46919815301804, 105.50994794074488 ] }, "decode_1024_steps": { "time": [ 10.00629023500369, 10.006903335975949, 10.006629377021454, 10.00724587199511, 10.010523425997235 ], "throughput": [ 102.33562848475806, 102.32935860573413, 102.33216015289267, 102.32585599456733, 102.29235339889237 ] }, "decode_2048_steps": { "time": [ 21.346659363014624, 21.353500772005646, 21.35439391899854, 21.360219186986797, 21.351392110984307 ], "throughput": [ 95.94007030197801, 95.90933223862383, 95.90532083319579, 95.87916594262737, 95.91880423320961 ] }, "decode_4096_steps": { "time": [ 48.48561947999406, 48.49292605998926, 48.49120464202133, 48.494985657016514, 48.497899444017094 ], "throughput": [ 84.47865663942018, 84.46592797747348, 84.4689264834329, 84.46234068340979, 84.45726612815805 ] }, "decode_8192_steps": { "time": [ 125.24742026400054, 125.1686938519997, 125.12826612297795, 125.12838669901248, 125.12710450298619 ], "throughput": [ 65.4065367792218, 65.447675036749, 65.4688205457013, 65.4687574587314, 65.46942832681384 ] }, "decode_16384_steps": { "time": [ 364.21443297498627, 364.2166178319894, 364.21600372402463, 364.2536742860102, 364.25313736099633 ], "throughput": [ 44.984488577708916, 44.98421872545592, 44.98429457376221, 44.97964236631245, 44.97970866826739 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=512, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1355.7367429010046, 1205.2886236770137, 1208.3120220580022, 1208.2287372889987, 1208.1009976420028, 1208.304249444016, 1208.372886459023 ], "throughput": [ 27.11882312003269, 27.1206924555728, 27.123560086414365, 27.11899756628161, 27.117457175013495 ] }, "decode_256_steps": { "time": [ 2.510727779008448, 2.5096197089878842, 2.5137183789920527, 2.510327038995456, 2.511376756010577 ], "throughput": [ 101.96246767186408, 102.0074870639438, 101.84116173851206, 101.9787446110775, 101.93611905792514 ] }, "decode_512_steps": { "time": [ 4.983011392003391, 4.9882861750083975, 4.9866581189853605, 4.984331141982693, 4.985099270008504 ], "throughput": [ 102.74911288014403, 102.6404624829164, 102.67397278564127, 102.72190699519494, 102.70607911066263 ] }, "decode_1024_steps": { "time": [ 10.383792123000603, 10.390050484013045, 10.39107696901192, 10.392941450991202, 10.394606551009929 ], "throughput": [ 98.61522533100315, 98.55582526529659, 98.54608940476085, 98.52841034742272, 98.51262719515914 ] }, "decode_2048_steps": { "time": [ 22.519783402996836, 22.52058076899266, 22.52260519299307, 22.527540226990823, 22.51945018299739 ], "throughput": [ 90.94226011638553, 90.93904020538307, 90.93086623199106, 90.91094630678936, 90.94360578777713 ] }, "decode_4096_steps": { "time": [ 51.912114720005775, 51.8892111479945, 51.89269361298648, 51.89175235998118, 51.87014744398766 ], "throughput": [ 78.90258414807927, 78.93741125332774, 78.93211384530923, 78.93354557744377, 78.96642292029523 ] }, "decode_8192_steps": { "time": [ 131.44718575599836, 131.45808938101982, 131.47000928901252, 131.49033108499134, 131.47165721398778 ], "throughput": [ 62.321608126373846, 62.316438939380916, 62.3107889343143, 62.301158818323614, 62.3100079028168 ] }, "decode_16384_steps": { "time": [ 376.3180778110109, 376.31757959301467, 376.3297766750038, 376.3203436729964, 376.3353298539878 ], "throughput": [ 43.53763735004019, 43.53769499080857, 43.53628390705082, 43.53737520562237, 43.5356414885542 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=2048, attn_backend=math)": { "compile_32768_steps": { "time": [ 1368.8451480090152, 1218.458102931996, 1221.191592393996, 1221.193502995011, 1221.1863475880236, 1221.2005697450077, 1221.1832652909798 ], "throughput": [ 26.832808384933575, 26.832766404042907, 26.83292362768416, 26.83261113024383, 26.832991354653178 ] }, "decode_256_steps": { "time": [ 2.944722600019304, 2.943278068007203, 2.9455413190007675, 2.9513629699940793, 2.9434682310093194 ], "throughput": [ 86.93518363947823, 86.9778505750662, 86.9110198348344, 86.73958527050083, 86.97223136402503 ] }, "decode_512_steps": { "time": [ 5.851783434016397, 5.856465460994514, 5.8544051150092855, 5.854711811000016, 5.854177169996547 ], "throughput": [ 87.49469384388796, 87.42474508046614, 87.45551254855172, 87.45093123764664, 87.458917817532 ] }, "decode_1024_steps": { "time": [ 11.675250193016836, 11.677066164003918, 11.686642343993299, 11.680695802002447, 11.684801808005432 ], "throughput": [ 87.70689990116628, 87.69326007217582, 87.62140312493739, 87.6660104293148, 87.63520484347816 ] }, "decode_2048_steps": { "time": [ 23.350776745995972, 23.353105581976706, 23.352219289983623, 23.352652822999517, 23.357776449993253 ], "throughput": [ 87.70586187678646, 87.69711560678212, 87.70044399499284, 87.69881586998842, 87.67957876403905 ] }, "decode_4096_steps": { "time": [ 52.86386244199821, 52.869302389008226, 52.875775382999564, 52.87544641899876, 52.87413582499721 ], "throughput": [ 77.48204181058652, 77.4740693543098, 77.46458506435314, 77.46506700940608, 77.46698714011967 ] }, "decode_8192_steps": { "time": [ 135.4284878509934, 135.41195250098826, 135.39321257101255, 135.3869392350025, 135.37549781802227 ], "throughput": [ 60.48948880691434, 60.49687526616392, 60.5052487081165, 60.50805230023301, 60.51316620834923 ] }, "decode_16384_steps": { "time": [ 384.9957148170215, 384.9809065639856, 384.97127940601786, 385.0580351410026, 384.97991441600607 ], "throughput": [ 42.55631782236041, 42.55795474697627, 42.55901901378019, 42.54943022809645, 42.558064424876946 ] } }, "(max_new_tokens=32768, dynamic=True, dynamic_length_multiplier=2048, attn_backend=mem_efficient)": { "compile_32768_steps": { "time": [ 1359.3881955829856, 1247.8658036169945, 1250.9251517500088, 1250.828194770991, 1250.7262284919852, 1250.940230431006, 1251.0012573820131 ], "throughput": [ 26.195012510667404, 26.19704299677971, 26.19917872795292, 26.194696759180832, 26.193418916759544 ] }, "decode_256_steps": { "time": [ 3.166459557978669, 3.166059472016059, 3.174865251989104, 3.166045171994483, 3.171526530990377 ], "throughput": [ 80.84739290446498, 80.85760936037828, 80.63334336460797, 80.85797456854671, 80.71822748399286 ] }, "decode_512_steps": { "time": [ 6.299916796997422, 6.301658289972693, 6.302630671008956, 6.301405008009169, 6.301059610006632 ], "throughput": [ 81.2709146006535, 81.24845500028195, 81.2359198445681, 81.25172074311065, 81.2561746260739 ] }, "decode_1024_steps": { "time": [ 12.57007011101814, 12.572524822026026, 12.572443070006557, 12.572327483998379, 12.572897902020486 ], "throughput": [ 81.46334833108253, 81.44744309480595, 81.44797270491566, 81.44872151185304, 81.44502627635602 ] }, "decode_2048_steps": { "time": [ 25.128822366998065, 25.138557661994128, 25.154336148989387, 25.15498657702119, 25.153105950012105 ], "throughput": [ 81.50003888322514, 81.46847673350331, 81.41737423995907, 81.41526904533616, 81.42135623608799 ] }, "decode_4096_steps": { "time": [ 57.0349632469879, 57.01466804201482, 56.999525546008954, 56.99911864800379, 56.99067245100741 ], "throughput": [ 71.8155981316656, 71.8411619441791, 71.86024726984412, 71.8607602565702, 71.87141024737278 ] }, "decode_8192_steps": { "time": [ 142.06904048699653, 141.9537516600103, 141.97863257699646, 142.03865522000706, 141.95894455900998 ], "throughput": [ 57.66210549405243, 57.70893621480638, 57.69882306450159, 57.674440716938754, 57.70682520533055 ] }, "decode_16384_steps": { "time": [ 397.5943189779937, 397.60165897299885, 397.61193965299753, 397.5947272539779, 397.5996657330252 ], "throughput": [ 41.20783225000464, 41.20707152560608, 41.2060060729026, 41.20778993513697, 41.20727810420571 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=1, attn_backend=math)": { "compile_256_steps": { "time": [ 117.05774623798789, 135.2686959040002, 2.9233975920069497, 2.3649351339845452, 2.3620730389957316, 2.361974367988296, 2.3626876669877674 ], "throughput": [ 87.56934079030034, 108.24821210579256, 108.37937513940804, 108.38390266615652, 108.35118140112822 ] }, "decode_256_steps": { "time": [ 2.361581117991591, 2.362092252005823, 2.362152215995593, 2.3627372800256126, 2.362102914979914 ], "throughput": [ 108.40195073109132, 108.37849359296274, 108.37574237022734, 108.34890623016068, 108.37800435218415 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=1, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 143.37585168000078, 131.42266112400102, 2.900051673001144, 2.3628506009990815, 2.363143130991375, 2.3622132599994075, 2.3622419369930867 ], "throughput": [ 88.27428917329468, 108.34370987812594, 108.3302981705573, 108.37294173857283, 108.3716261196616 ] }, "decode_256_steps": { "time": [ 2.3621646160027012, 2.3620402649976313, 2.3618233499873895, 2.3626496659999248, 2.3619285199965816 ], "throughput": [ 108.37517345984462, 108.38087893487146, 108.39083287129279, 108.35292412751987, 108.38600653349599 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=2, attn_backend=math)": { "compile_256_steps": { "time": [ 162.12258750700857, 3.351832790998742, 2.3645713000150863, 2.3670251530129462, 2.3647986430150922, 2.3647002990182955, 2.3645599499868695 ], "throughput": [ 108.26486813840914, 108.15263186964529, 108.25445995418994, 108.25896207916001, 108.26538781620724 ] }, "decode_256_steps": { "time": [ 2.36447970799054, 2.36476334699546, 2.3650044859969057, 2.3648687649983913, 2.364525771001354 ], "throughput": [ 108.26906195678978, 108.2560757402045, 108.24503780680564, 108.25125004354064, 108.26695278165079 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=2, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 167.91492944399943, 3.3551136830064934, 2.3600818010163493, 2.3596343489771243, 2.359987962990999, 2.3596424080024008, 2.35970385800465 ], "throughput": [ 108.47081651566305, 108.49138558733611, 108.47512954072485, 108.49101505033619, 108.48818979194783 ] }, "decode_256_steps": { "time": [ 2.359655405016383, 2.360095455980627, 2.360698463016888, 2.360091353999451, 2.360066385997925 ], "throughput": [ 108.49041748035349, 108.47018892870636, 108.44248175298135, 108.47037745643958, 108.47152500405346 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=4, attn_backend=math)": { "compile_256_steps": { "time": [ 76.33093146799365, 2.8173515610105824, 2.366280251997523, 2.362903961999109, 2.3626353679865133, 2.362397413002327, 2.362633915996412 ], "throughput": [ 108.18667813497349, 108.34126317322436, 108.35357984933938, 108.36449387855295, 108.35364643956495 ] }, "decode_256_steps": { "time": [ 2.3625436759903096, 2.362728499021614, 2.3629962419799995, 2.3628462819906417, 2.362760382995475 ], "throughput": [ 108.35778512864624, 108.34930890536405, 108.33703221867705, 108.34390791783801, 108.34784679919456 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=4, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 96.39950047500315, 2.856284695008071, 2.3598757940053474, 2.3631342699809466, 2.3596023870049976, 2.359782276005717, 2.3594322100107092 ], "throughput": [ 108.48028555159624, 108.33070437511114, 108.49285515638775, 108.48458461740722, 108.50068033903717 ] }, "decode_256_steps": { "time": [ 2.3591850769880693, 2.3596227790112607, 2.3606044629996177, 2.3594898309966084, 2.3627313889737707 ], "throughput": [ 108.51204617097305, 108.49191755441106, 108.4467999669462, 108.498030649223, 108.34917637894975 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=8, attn_backend=math)": { "compile_256_steps": { "time": [ 79.1770656160079, 1.8479657999996562, 2.3397695730091073, 2.339965762977954, 2.3392792180238757, 2.339141392003512, 2.3386657049995847 ], "throughput": [ 109.412483585196, 109.4033101040769, 109.4354184090337, 109.44186652211387, 109.4641271100546 ] }, "decode_256_steps": { "time": [ 2.3391552440007217, 2.3389621910173446, 2.338949152996065, 2.346215820987709, 2.3394743420067243 ], "throughput": [ 109.44121842984484, 109.45025147612641, 109.45086158545948, 109.11187185338697, 109.42629094209754 ] } }, "(max_new_tokens=256, dynamic=True, dynamic_length_multiplier=8, attn_backend=mem_efficient)": { "compile_256_steps": { "time": [ 63.968133135989774, 1.924093524023192, 2.3614168599888217, 2.3610137320065405, 2.3607778990117367, 2.36126738099847, 2.3596826669818256 ], "throughput": [ 108.40949107190326, 108.42800129859255, 108.43883285554567, 108.41635388693234, 108.48916406520001 ] }, "decode_256_steps": { "time": [ 2.3593577340070624, 2.359740776999388, 2.3599624009802938, 2.3602744890085887, 2.360857252991991 ], "throughput": [ 108.50410529530733, 108.48649245512716, 108.47630449267385, 108.4619611795789, 108.43518797062502 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=1, attn_backend=math)": { "compile_512_steps": { "time": [ 74.38945719201001, 151.135717674013, 5.129192174994387, 4.8023699350014795, 4.799491842015414, 4.801877460005926, 4.802570803993149 ], "throughput": [ 99.82078708145895, 106.61402743431974, 106.67796026193469, 106.62496164559937, 106.60956827003824 ] }, "decode_256_steps": { "time": [ 2.3431160179898143, 2.335271579999244, 2.3359731159871444, 2.337350359011907, 2.334159630991053 ], "throughput": [ 109.25622036403699, 109.62322420764565, 109.59030232324336, 109.52572814467644, 109.6754466151511 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=1, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 95.91180328201153, 172.1750765409961, 5.2109077729983255, 4.798586618009722, 4.796079277002718, 4.796681861014804, 4.803799368994078 ], "throughput": [ 98.25543308462706, 106.69808440643692, 106.75386506954727, 106.74045409625715, 106.5823030213715 ] }, "decode_256_steps": { "time": [ 2.3615142030175775, 2.36265884101158, 2.3622953209851403, 2.361950535007054, 2.361731293000048 ], "throughput": [ 108.4050223678009, 108.35250335608876, 108.36917709900943, 108.38499630104889, 108.39505779457646 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=2, attn_backend=math)": { "compile_512_steps": { "time": [ 142.81498056999408, 5.496461836009985, 4.862159840005916, 4.864268890989479, 4.858757498004707, 4.8661216530017555, 4.858924665983068 ], "throughput": [ 105.30299637359866, 105.25733907276867, 105.3767347331612, 105.21726263957325, 105.37310931870789 ] }, "decode_256_steps": { "time": [ 2.365987983008381, 2.372891224018531, 2.368857059016591, 2.36677373299608, 2.370248355990043 ], "throughput": [ 108.20004236644222, 107.88526562395883, 108.06899429646296, 108.1641208160324, 108.00555956638134 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=2, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 156.23739207701874, 5.3730848470004275, 4.799107909988379, 4.799395137000829, 4.8005508839851245, 4.800369903008686, 4.804955406987574 ], "throughput": [ 106.6864945742051, 106.68010976065453, 106.6544262051377, 106.6584472332222, 106.5566600795977 ] }, "decode_256_steps": { "time": [ 2.363054588990053, 2.365094542008592, 2.3646036319842096, 2.362525814009132, 2.364029082003981 ], "throughput": [ 108.33435723099903, 108.24091614645907, 108.263387798818, 108.35860437248559, 108.28969996553067 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=4, attn_backend=math)": { "compile_512_steps": { "time": [ 103.05208183199284, 5.39391729500494, 4.858290406002197, 4.857792207010789, 4.857671039993875, 4.857454399985727, 4.858565594011452 ], "throughput": [ 105.3868659986746, 105.39767412469375, 105.40030310505456, 105.40500390523573, 105.38089691144204 ] }, "decode_256_steps": { "time": [ 2.366416965989629, 2.365248046000488, 2.364572867983952, 2.3655833700031508, 2.365205395995872 ], "throughput": [ 108.18042791243323, 108.23389133874679, 108.26479634703202, 108.21854906752199, 108.23584304068905 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=4, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 129.22970060101943, 5.480902525014244, 4.802099212014582, 4.7981244569818955, 4.80336971100769, 4.799600778991589, 4.799291578994598 ], "throughput": [ 106.62003790321633, 106.7083616922386, 106.59183673217369, 106.67553898255112, 106.68241167944596 ] }, "decode_256_steps": { "time": [ 2.363910791988019, 2.3618863050069194, 2.3608649280213285, 2.3653247540059965, 2.361404727998888 ], "throughput": [ 108.29511877844902, 108.38794376228454, 108.434835454376, 108.23038128968527, 108.41004803820336 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=8, attn_backend=math)": { "compile_512_steps": { "time": [ 91.21613122100825, 4.324842572998023, 4.859647220000625, 4.862460436997935, 4.8592629700142425, 4.858911166025791, 4.85871830600081 ], "throughput": [ 105.35744197496176, 105.29648654912386, 105.36577319636179, 105.37340208645466, 105.37758473621513 ] }, "decode_256_steps": { "time": [ 2.3652134549920447, 2.364825741999084, 2.36395100899972, 2.365421939000953, 2.366937657003291 ], "throughput": [ 108.23547424850119, 108.25321944592531, 108.29327639421918, 108.22593456967884, 108.15662983034117 ] } }, "(max_new_tokens=512, dynamic=True, dynamic_length_multiplier=8, attn_backend=mem_efficient)": { "compile_512_steps": { "time": [ 75.71281958700274, 4.433140406996245, 4.917205817997456, 4.9182845409959555, 4.920226930000354, 4.916689662000863, 4.917045955982758 ], "throughput": [ 104.12417518217964, 104.10133771892744, 104.06024097753621, 104.1351061786641, 104.12756044653804 ] }, "decode_256_steps": { "time": [ 2.420290453999769, 2.42292194798938, 2.425903194001876, 2.421118110010866, 2.4217051840096246 ], "throughput": [ 105.77242891527119, 105.65755129356816, 105.52770639527921, 105.7362707508933, 105.71063797953309 ] } }, "(max_new_tokens=1024, dynamic=True, dynamic_length_multiplier=1, attn_backend=math)": { "compile_1024_steps": { "time": [ 89.57647152899881, 334.71533040099894, 10.719195789017249, 10.340137079998385, 10.334932376019424, 10.331802711007185, 10.332085689005908 ], "throughput": [ 95.52955465643956, 99.03156912501589, 99.0814417301878, 99.11145505218192, 99.1087405604476 ] }, "decode_256_steps": { "time": [ 2.3645442159904633, 2.3685938460112084, 2.3668977759953123, 2.3681477380159777, 2.3664271680172533 ], "throughput": [ 108.26610822871265, 108.08100360098149, 108.158452213826, 108.10136373268482, 108.1799615301465 ] }, "decode_512_steps": { "time": [ 4.863584467006149, 4.860213507985463, 4.859472672978882, 4.86047162199975, 4.860296226019273 ], "throughput": [ 105.27215132652341, 105.34516624810207, 105.36122630074209, 105.3395719219007, 105.3433733645785 ] } } }