{ "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { "compile_256_steps": [ 38.20255330841368, 37.765131203923374, 37.88559410022572 ], "decode_256_steps": [ 38.66711959708482, 37.91874579619616, 38.304159010294825, 37.793958105612546, 37.75658899685368 ] }, "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_256_steps": [ 39.29002251243219, 38.479828904382885, 38.2012321962975 ], "decode_256_steps": [ 37.690953200217336, 38.20918790297583, 37.77768749278039, 37.7592789940536, 37.93672600295395 ] }, "(dim=256, max_sequence_len=256, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { "compile_256_steps": [ 38.34675799589604, 38.16148149780929, 38.19216740084812 ], "decode_256_steps": [ 38.515542598906904, 37.658296106383204, 38.02156960591674, 37.44640999939293, 37.820848694536835 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": { "compile_256_steps": [ 47180.938548990525, 40.98370315041393, 39.76211090339348 ], "decode_256_steps": [ 40.17535810125992, 40.7792764948681, 39.52854829840362, 40.07430319907144, 39.97968980111182 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_256_steps": [ 38489.3813689705, 40.0766315869987, 39.1988486982882 ], "decode_256_steps": [ 39.707184105645865, 40.086003905162215, 39.44359120214358, 39.71431090030819, 39.79964070022106 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": { "compile_256_steps": [ 47828.21258995682, 40.86035375948995, 40.7029015943408 ], "decode_256_steps": [ 40.51448409445584, 40.48684019362554, 40.52071740152314, 40.97804749617353, 41.57008100301027 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { "compile_256_steps": [ 50517.55036006216, 45.45744499191642, 41.71056569321081 ], "decode_256_steps": [ 42.0991754042916, 42.07096070749685, 41.690295399166644, 41.81630929233506, 42.1458222088404 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { "compile_256_steps": [ 47306.223205057904, 41.880095610395074, 40.997446700930595 ], "decode_256_steps": [ 40.67736000288278, 41.22589140897617, 41.76291610347107, 41.25899039208889, 41.33377409307286 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { "compile_256_steps": [ 47248.8521670457, 42.32123703695834, 42.25202929228544 ], "decode_256_steps": [ 42.68584490055218, 42.794760200195014, 42.294121999293566, 42.050290398765355, 42.29973739711568 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": { "compile_256_steps": [ 228.4401130164042, 40.707470499910414, 40.513035003095865 ], "decode_256_steps": [ 40.09821490617469, 40.73078399524093, 39.38453330192715, 39.30670650443062, 39.232638000976294 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": { "compile_256_steps": [ 215.8776269061491, 40.48692269716412, 40.3213549987413 ], "decode_256_steps": [ 41.17781970417127, 40.76453840825707, 41.03672879282385, 41.217970103025436, 41.07419130159542 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": { "compile_256_steps": [ 225.34368699416518, 40.68041139980778, 40.75565920211375 ], "decode_256_steps": [ 40.94631359912455, 41.189758700784296, 40.540924097876996, 41.10652239760384, 41.13578459946439 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { "compile_256_steps": [ 254.23450395464897, 40.76090030139312, 39.70672069117427 ], "decode_256_steps": [ 39.84234050149098, 40.03022499382496, 39.95530989486724, 40.614589606411755, 40.70998419774696 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { "compile_256_steps": [ 247.3189280135557, 39.70789340091869, 40.476101601962 ], "decode_256_steps": [ 39.65341199655086, 40.22730719298124, 39.70232619903982, 40.447410591878, 39.77576089091599 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { "compile_256_steps": [ 249.88539307378232, 39.80822779703885, 39.78265959303826 ], "decode_256_steps": [ 39.697069698013365, 40.20782539155334, 40.00358210178092, 41.24324480071664, 39.866848406381905 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { "compile_256_steps": [ 256.1594869475812, 39.00249489815906, 38.75107020139694 ], "decode_256_steps": [ 39.397770701907575, 39.85107629559934, 39.65330999344587, 39.478612202219665, 39.51328149996698 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { "compile_256_steps": [ 241.53995199594647, 40.75034660054371, 40.68174450658262 ], "decode_256_steps": [ 40.67333920393139, 40.46638369327411, 40.42532439343631, 39.76596649736166, 39.86666420241818 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { "compile_256_steps": [ 231.60890699364245, 39.37243139371276, 39.70947359921411 ], "decode_256_steps": [ 39.079007401596755, 39.228686899878085, 39.84416089951992, 39.58394599612802, 39.84123789705336 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { "compile_256_steps": [ 220.55168100632727, 40.48183129634708, 40.34255719743669 ], "decode_256_steps": [ 40.21410990972072, 40.63885830109939, 40.545374795328826, 40.72056949371472, 40.72121350327507 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { "compile_256_steps": [ 220.83529899828136, 40.289916296023875, 39.32349249953404 ], "decode_256_steps": [ 39.65009419480339, 39.264690107665956, 39.071086898911744, 39.55622659996152, 39.725317899137735 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { "compile_256_steps": [ 239.49809302575886, 39.18125330237672, 39.110129594337195 ], "decode_256_steps": [ 39.246559503953904, 39.67875950038433, 38.95307400962338, 38.918312604073435, 39.19790369691327 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { "compile_256_steps": [ 242.66443005762994, 40.34782799426466, 39.69380359631032 ], "decode_256_steps": [ 39.62958860211074, 40.24551500333473, 39.09573520068079, 39.51551110949367, 38.55710190255195 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { "compile_256_steps": [ 110.76918803155422, 39.278193505015224, 39.08929239260033 ], "decode_256_steps": [ 38.75191200058907, 38.61709500197321, 38.70685070287436, 38.58350949594751, 38.618563511408865 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { "compile_256_steps": [ 115.03599595744163, 38.94462659955025, 38.56750370468944 ], "decode_256_steps": [ 38.329698995221406, 38.743066403549165, 38.56281350599602, 38.608422002289444, 38.383725099265575 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { "compile_256_steps": [ 115.7423669937998, 39.33328069979325, 39.49580320622772 ], "decode_256_steps": [ 38.95214549265802, 39.12703299429268, 38.712661305908114, 38.9547000057064, 39.572120597586036 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { "compile_256_steps": [ 114.18856255477294, 38.88184690149501, 38.93581710290164 ], "decode_256_steps": [ 38.9603978022933, 39.19310119235888, 38.978435506578535, 39.011004799976945, 38.895031495485455 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { "compile_256_steps": [ 219.3900600541383, 39.86303409328684, 40.31985509209335 ], "decode_256_steps": [ 39.65220240643248, 39.131180790718645, 39.55844109877944, 39.17998900869861, 39.32255540275946 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { "compile_256_steps": [ 38.365016982425004, 38.541069999337196, 39.14173380471766 ], "decode_256_steps": [ 39.142643997911364, 39.834028109908104, 39.01274420786649, 39.34179339557886, 39.09043009625748 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { "compile_256_steps": [ 40.68968698848039, 38.533777894917876, 38.46985549898818 ], "decode_256_steps": [ 38.59777780016884, 38.66386039881036, 39.17222460731864, 38.036169100087136, 38.11366950394586 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { "compile_256_steps": [ 40.00486801378429, 39.41904220264405, 39.01981960516423 ], "decode_256_steps": [ 38.90271409181878, 38.331291801296175, 38.54751839535311, 39.2945414991118, 39.23437698977068 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { "compile_256_steps": [ 39.70117568193624, 39.116088196169585, 39.04113390017301 ], "decode_256_steps": [ 38.783937797416, 38.48218680359423, 38.60608519753441, 38.30242910189554, 38.42742278939113 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { "compile_256_steps": [ 40.496305213309824, 39.497874898370355, 39.20671489322558 ], "decode_256_steps": [ 39.27002880955115, 39.13961290381849, 39.229503902606666, 39.582334796432406, 39.5525709958747 ] }, "(dim=256, max_sequence_len=256, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { "compile_256_steps": [ 38.76411468566706, 38.18602210376412, 37.99831609940156 ], "decode_256_steps": [ 38.14082210883498, 37.982042506337166, 38.27060819603503, 38.25824150117114, 38.15877459710464 ] }, "(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { "compile_512_steps": [ 78.58004102793832, 77.34595809597522, 76.92759359488264 ], "decode_256_steps": [ 38.49124099360779, 40.15991979977116, 38.13119409605861, 38.134742295369506, 38.40176860103384 ], "decode_512_steps": [ 75.32973840134218, 76.08789328951389, 76.40491520287469, 75.82681130152196, 76.4571470906958 ] }, "(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_512_steps": [ 78.0263163226967, 76.91740510053933, 76.82745540514588 ], "decode_256_steps": [ 38.397710607387125, 38.94541279878467, 38.99003911064938, 38.41442579869181, 38.198099203873426 ], "decode_512_steps": [ 76.39298849971965, 76.61055410280824, 75.40521279443055, 76.37069380143657, 76.22588200028986 ] }, "(dim=256, max_sequence_len=512, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { "compile_512_steps": [ 79.12119866038363, 76.39716180274263, 76.15596409887075 ], "decode_256_steps": [ 38.13415881013498, 37.64847640413791, 37.92254860745743, 37.80699740163982, 39.09182839561254 ], "decode_512_steps": [ 75.85773100145161, 75.44352170079947, 75.97971759969369, 75.64282009843737, 76.53287299908698 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": { "compile_512_steps": [ 102590.23224294651, 81.20075900418063, 83.21236070478335 ], "decode_256_steps": [ 41.81961310096085, 41.977683489676565, 42.26037710905075, 41.3025034009479, 41.62850989960134 ], "decode_512_steps": [ 83.25834010029212, 82.5160943903029, 83.18268429720774, 83.0829610931687, 83.30930579686537 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_512_steps": [ 96165.9787009703, 85.11391864158213, 83.831480902154 ], "decode_256_steps": [ 41.65739070158452, 41.7696526972577, 41.077671002130955, 40.79294219845906, 40.79774220008403 ], "decode_512_steps": [ 82.13545939652249, 82.61215219972655, 83.29643519828096, 82.7919443952851, 81.8028962938115 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": { "compile_512_steps": [ 96893.15066393465, 83.11419837021579, 82.74500230327249 ], "decode_256_steps": [ 41.35414139600471, 40.53566639777273, 41.65925430133939, 42.02267569489777, 42.170843901112676 ], "decode_512_steps": [ 83.15059979213402, 81.5472161048092, 83.53891900042072, 82.3070410056971, 83.69264730717987 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { "compile_512_steps": [ 87433.28138696961, 82.4856743371735, 81.93100549979135 ], "decode_256_steps": [ 40.238909202162176, 40.14168770518154, 39.991054602432996, 39.780310599599034, 39.87285860348493 ], "decode_512_steps": [ 81.34115809807554, 81.88549359329045, 82.11904560448602, 80.68242829758674, 81.97477160720155 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { "compile_512_steps": [ 96107.5984670315, 83.43312904859583, 83.51035190280527 ], "decode_256_steps": [ 41.04565950110555, 41.10844569513574, 40.65069309435785, 41.12828280776739, 40.98307449603453 ], "decode_512_steps": [ 82.87269950378686, 82.51675140345469, 83.4509611944668, 82.68802469829097, 82.71678219316527 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { "compile_512_steps": [ 96987.60732193477, 83.57767865527421, 83.97486759349704 ], "decode_256_steps": [ 41.774749697651714, 42.16472100233659, 42.301262996625155, 42.088879900984466, 41.29169010557234 ], "decode_512_steps": [ 83.49066430237144, 82.0525785908103, 82.46064810082316, 82.7026391052641, 83.77148179570213 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": { "compile_512_steps": [ 281.2900629360229, 82.52931699389592, 82.63639940414578 ], "decode_256_steps": [ 40.512972604483366, 41.10103730345145, 41.34285289328545, 41.26786689739674, 39.88545269239694 ], "decode_512_steps": [ 78.97809259593487, 78.61847310559824, 78.66406789980829, 79.82751799281687, 80.5796914966777 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": { "compile_512_steps": [ 263.8190051075071, 81.47170289885253, 82.48412749962881 ], "decode_256_steps": [ 41.21667760191485, 40.511866100132465, 40.98337600007653, 40.38978019962087, 40.73457749327645 ], "decode_512_steps": [ 83.58170069986954, 80.60697569744661, 80.38274050923064, 81.08356089796871, 81.75782150356099 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": { "compile_512_steps": [ 263.0440790671855, 81.08808260876685, 81.29553709877655 ], "decode_256_steps": [ 40.78472489491105, 40.586377889849246, 40.69641809910536, 40.65648709656671, 40.588861296419054 ], "decode_512_steps": [ 80.67936099832878, 80.55078759789467, 80.19685730105266, 80.48722619423643, 80.21769729675725 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { "compile_512_steps": [ 263.46392603591084, 81.31080659804866, 82.03562400303781 ], "decode_256_steps": [ 40.586943295784295, 40.81906609935686, 40.31931769568473, 40.3203172958456, 40.106643503531814 ], "decode_512_steps": [ 81.0557582997717, 80.7484271004796, 79.78425699984655, 80.92582930112258, 80.63930090283975 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { "compile_512_steps": [ 267.1454770024866, 82.1610584971495, 81.97934740455821 ], "decode_256_steps": [ 40.86886040167883, 41.03593350155279, 40.98120720591396, 41.47413569735363, 40.90231689624488 ], "decode_512_steps": [ 81.52050509816036, 80.62550619943067, 81.65560950292274, 80.0482903025113, 80.02682949882 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { "compile_512_steps": [ 250.42320205830038, 79.50717499479651, 79.63102959329262 ], "decode_256_steps": [ 39.72627189941704, 40.63282960560173, 40.37555060349405, 40.17745489254594, 38.92580309184268 ], "decode_512_steps": [ 78.19554990855977, 79.77512429933995, 81.02536059450358, 79.49812329607084, 79.97694349614903 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { "compile_512_steps": [ 234.88203098531812, 78.32332780817524, 78.0855211080052 ], "decode_256_steps": [ 39.30959500139579, 39.01415700092912, 38.888477394357324, 39.16558959754184, 38.88747500022873 ], "decode_512_steps": [ 77.9098512022756, 77.66542399767786, 77.84370180452242, 78.09851359343156, 78.43987469095737 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { "compile_512_steps": [ 226.62135295104235, 77.98501350916922, 77.3103982093744 ], "decode_256_steps": [ 38.78137390129268, 38.684645597822964, 38.42204260872677, 38.830582809168845, 38.71471849270165 ], "decode_512_steps": [ 77.14038080302998, 77.01853120233864, 78.33854149794206, 77.57552040275186, 76.95799040375277 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { "compile_512_steps": [ 261.4061259664595, 80.08206400554627, 79.73797839367762 ], "decode_256_steps": [ 39.3676468054764, 38.96362390369177, 39.66716140275821, 39.53976930351928, 39.2434953013435 ], "decode_512_steps": [ 79.4102412997745, 78.84395510191098, 79.12849219283089, 77.75352969765663, 78.6681218072772 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { "compile_512_steps": [ 301.28289002459496, 79.3870318098925, 79.41441159928218 ], "decode_256_steps": [ 39.438428392168134, 40.022552805021405, 39.62112249573693, 39.80917859589681, 39.72837410401553 ], "decode_512_steps": [ 78.84915770264342, 78.94400509539992, 78.70237219613045, 77.67232740297914, 78.51134059019387 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { "compile_512_steps": [ 256.96820905432105, 79.15372019633651, 79.38031749799848 ], "decode_256_steps": [ 39.732805790845305, 40.031514095608145, 39.33006569277495, 39.24211980774999, 38.74130219919607 ], "decode_512_steps": [ 78.29652720829472, 79.24198369728401, 78.93325960030779, 78.4255217993632, 78.86972099076957 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { "compile_512_steps": [ 251.51225493755192, 77.46072160080075, 77.96011789469048 ], "decode_256_steps": [ 39.414109801873565, 39.30475349770859, 38.88793879887089, 41.01965780137107, 38.54284510016441 ], "decode_512_steps": [ 77.97669960418716, 77.69637949531898, 77.35884690191597, 77.22282198956236, 77.93363749515265 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { "compile_512_steps": [ 253.91114596277475, 78.82127820048481, 78.72482700040564 ], "decode_256_steps": [ 39.981284097302705, 40.70520089007914, 40.466796595137566, 40.1635482092388, 39.53598820371553 ], "decode_512_steps": [ 79.76776999421418, 79.41742580151185, 78.40716140344739, 79.66813569655642, 79.97656930238008 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { "compile_512_steps": [ 257.5474160257727, 79.08952870639041, 79.36297859996557 ], "decode_256_steps": [ 39.4017901038751, 39.60887030698359, 39.7447090013884, 39.50217970414087, 39.28911490365863 ], "decode_512_steps": [ 79.07596009317786, 79.03823551023379, 78.04878801107407, 78.41615460347384, 78.27808189904317 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { "compile_512_steps": [ 251.000115997158, 78.36392429890111, 78.32087789429352 ], "decode_256_steps": [ 38.904916297178715, 39.08635970437899, 38.627691310830414, 38.62422560341656, 39.76699660997838 ], "decode_512_steps": [ 77.67058520112187, 77.70797490375116, 77.439156093169, 78.15676419995725, 77.75984710315242 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { "compile_512_steps": [ 264.8795850109309, 78.87778909644112, 78.99271009955555 ], "decode_256_steps": [ 39.285018597729504, 40.18395220628008, 39.33858859818429, 38.72611649567261, 39.0631246031262 ], "decode_512_steps": [ 79.15707119973376, 79.54662119736895, 78.08303829515353, 79.0377291967161, 78.84539250517264 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { "compile_512_steps": [ 254.89618093706667, 79.32889340445399, 78.64430880872533 ], "decode_256_steps": [ 39.256536902394146, 39.763925899751484, 40.08020970504731, 39.524442807305604, 39.85864500282332 ], "decode_512_steps": [ 79.11081240745261, 78.44792109681293, 77.92084160028026, 78.33344739628956, 79.55222789896652 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { "compile_512_steps": [ 276.8119079992175, 78.15207580570132, 77.83108690055087 ], "decode_256_steps": [ 38.79879449959844, 39.38141919206828, 39.14440330117941, 39.414246496744454, 38.905005098786205 ], "decode_512_steps": [ 77.72028539329767, 77.6261869003065, 77.0262322970666, 77.28537620278075, 77.29169420199469 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { "compile_512_steps": [ 271.6143629513681, 78.44222079729661, 79.1697770007886 ], "decode_256_steps": [ 39.723278908059, 39.40595360472798, 38.913336396217346, 38.931089895777404, 39.392786705866456 ], "decode_512_steps": [ 79.23928570235148, 78.23894480243325, 78.30324920359999, 78.93221190897748, 77.66977680148557 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { "compile_512_steps": [ 275.68459406029433, 78.58238499611616, 79.5592296984978 ], "decode_256_steps": [ 39.04726440086961, 38.49056109320372, 39.76259930059314, 39.52028070343658, 39.64879980776459 ], "decode_512_steps": [ 78.1201189965941, 78.21965990588069, 78.2928536995314, 78.51196259725839, 77.94724510749802 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { "compile_512_steps": [ 249.94311307091266, 77.6089724036865, 78.31393720116466 ], "decode_256_steps": [ 39.29737510625273, 39.38361780019477, 39.63510870235041, 38.74843290541321, 38.74787780223414 ], "decode_512_steps": [ 77.7202349039726, 77.50625989865512, 76.8191026058048, 76.76295500714332, 77.81646320363507 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { "compile_512_steps": [ 79.17124168792118, 78.43679209472612, 77.23969349171966 ], "decode_256_steps": [ 38.67628580192104, 39.15954150725156, 38.88343940488994, 39.56302979495376, 38.38833469199017 ], "decode_512_steps": [ 78.4745704033412, 78.77245489507914, 78.21764459367841, 79.1280601057224, 79.69784339657053 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { "compile_512_steps": [ 76.31293835584074, 76.26582729863003, 76.21029890142381 ], "decode_256_steps": [ 37.780565198045224, 38.224009110126644, 37.78651469619945, 38.05136589799076, 38.15634120255709 ], "decode_512_steps": [ 76.62469809874892, 76.06908859452233, 75.62984679825604, 76.5365747967735, 77.67461379989982 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { "compile_512_steps": [ 77.7879770224293, 77.69111109664664, 77.2153091034852 ], "decode_256_steps": [ 38.49427499808371, 37.821568304207176, 37.87032590480521, 38.1510664941743, 38.40500439982861 ], "decode_512_steps": [ 76.81035709101707, 76.40137999551371, 77.63845699373633, 76.70993170468137, 77.57428190670907 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": { "compile_512_steps": [ 78.8032669806853, 78.03019470302388, 77.98162749968469 ], "decode_256_steps": [ 39.157243305817246, 39.096094109117985, 39.09038889687508, 39.04877919703722, 38.047789596021175 ], "decode_512_steps": [ 77.49118090141565, 77.33221569797024, 77.5844044983387, 77.95525399269536, 78.04253620561212 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": { "compile_512_steps": [ 78.7555609907334, 77.90413019247353, 78.86408159974962 ], "decode_256_steps": [ 39.19515499146655, 38.96361069055274, 38.475845800712705, 39.68885689973831, 38.69351290632039 ], "decode_512_steps": [ 77.03238480025902, 78.34319049725309, 77.51102120382711, 78.40642660157755, 77.54940600134432 ] }, "(dim=256, max_sequence_len=512, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": { "compile_512_steps": [ 78.81132167919229, 77.30732100317255, 77.28353650309145 ], "decode_256_steps": [ 38.231943803839386, 38.516648299992085, 38.0180396954529, 38.43801480252296, 38.34775030845776 ], "decode_512_steps": [ 76.86612840043381, 76.64636250119656, 77.5372409960255, 76.96051459060982, 76.85995820211247 ] }, "(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { "compile_1024_steps": [ 150.16530797583982, 152.8353759786114, 149.36316100647673 ], "decode_256_steps": [ 38.17947820061818, 37.929864204488695, 38.59047889709473, 38.45533839194104, 37.728612299542874 ], "decode_512_steps": [ 75.5594182992354, 76.25272759469226, 77.39948070375249, 76.55255009885877, 75.35679000429809 ], "decode_1024_steps": [ 154.99825798906386, 152.02750352909788, 154.9431995372288, 151.09343302901834, 153.29058800125495 ] }, "(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_1024_steps": [ 152.22694247495383, 150.24150448152795, 151.45626850426197 ], "decode_256_steps": [ 37.58305220399052, 37.01863380847499, 37.83854040084407, 37.85849969135597, 37.47133080614731 ], "decode_512_steps": [ 75.60087899910286, 75.15580139588565, 75.72772559942678, 74.77940820390359, 74.60075300186872 ], "decode_1024_steps": [ 151.75398800056428, 148.58488598838449, 151.0421775165014, 148.73225946212187, 150.80988401314244 ] }, "(dim=256, max_sequence_len=1024, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { "compile_1024_steps": [ 153.8392864749767, 153.41156552312896, 153.34323153365403 ], "decode_256_steps": [ 38.31870430149138, 38.50732580758631, 38.210057001560926, 39.05797069892287, 38.50039120297879 ], "decode_512_steps": [ 76.87666949350387, 76.97242700960487, 76.23317959951237, 76.96998309111223, 76.90569629194215 ], "decode_1024_steps": [ 151.44239302026108, 152.0536650205031, 153.11708697117865, 151.03711053961888, 152.3977875476703 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": { "compile_1024_steps": [ 194227.19817899633, 189.08988358452916, 171.15447339601815 ], "decode_256_steps": [ 41.58169589936733, 41.83102099923417, 41.4766350062564, 41.55319760320708, 41.102868400048465 ], "decode_512_steps": [ 85.08257659850642, 83.65127659635618, 83.91268880805, 84.75766780320555, 85.0929377018474 ], "decode_1024_steps": [ 170.0406484073028, 171.80569609627128, 170.3069595969282, 171.1361033958383, 172.89642300456762 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_1024_steps": [ 197188.3437599754, 169.6479000383988, 166.83380489703268 ], "decode_256_steps": [ 41.67660019593313, 41.125856700818986, 40.53013559896499, 41.03429759852588, 40.44574849540368 ], "decode_512_steps": [ 83.30438060220331, 84.45792989805341, 83.12587470281869, 82.96152710681781, 81.93349380744621 ], "decode_1024_steps": [ 164.9380607996136, 164.03911110246554, 165.51047359826043, 165.9050106885843, 166.31847759708762 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": { "compile_1024_steps": [ 198387.16367806774, 171.67013249127194, 165.4326124000363 ], "decode_256_steps": [ 40.68486770847812, 40.80908040050417, 40.96491140080616, 40.61818380141631, 40.93209550483152 ], "decode_512_steps": [ 81.74565689405426, 80.69996719714254, 79.88187810406089, 79.0018624975346, 77.07066050497815 ], "decode_1024_steps": [ 156.2927548890002, 156.06823309790343, 156.6793963080272, 155.37288429914042, 155.41282769991085 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { "compile_1024_steps": [ 198202.37024093512, 189.26160602131858, 169.03032390400767 ], "decode_256_steps": [ 40.76232280349359, 40.72432719403878, 39.775649493094534, 39.24647610401735, 39.71997479675338 ], "decode_512_steps": [ 81.40236979816109, 80.93506779987365, 80.54950350197032, 81.07674160273746, 81.0063153039664 ], "decode_1024_steps": [ 169.67246379936114, 169.017596100457, 169.17560750152916, 168.9766981988214, 169.16333799017593 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { "compile_1024_steps": [ 192532.44581108447, 157.30239951517433, 157.40906069986522 ], "decode_256_steps": [ 39.19669899623841, 40.80572980456054, 39.59171409951523, 39.056393096689135, 38.515095598995686 ], "decode_512_steps": [ 77.9594236984849, 77.80633970396593, 78.12559870071709, 78.6148005980067, 78.30216160509735 ], "decode_1024_steps": [ 155.9035892947577, 156.50856590364128, 155.66075349925086, 156.8685053032823, 155.52241849945858 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { "compile_1024_steps": [ 195084.9866020726, 154.34750996064395, 154.5229058014229 ], "decode_256_steps": [ 37.554471008479595, 37.112986901775, 37.10107350489125, 37.1198131935671, 37.148687802255154 ], "decode_512_steps": [ 76.07012139633298, 76.02959399810061, 75.96011639107019, 76.79069299483672, 77.89546969579533 ], "decode_1024_steps": [ 153.8811038946733, 156.2679192982614, 153.67307529086247, 154.4878509012051, 154.28674949798733 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": { "compile_1024_steps": [ 384.0179570252076, 167.2923895996064, 167.52124920021743 ], "decode_256_steps": [ 39.698868594132364, 39.73285820102319, 39.64150520041585, 39.366319903638214, 39.983285090420395 ], "decode_512_steps": [ 79.61513100890443, 80.13631219509989, 79.68466751044616, 79.53047238988802, 80.25768239749596 ], "decode_1024_steps": [ 167.02578760450706, 167.02400950016454, 167.13322179857641, 167.13289699982852, 167.30424750130624 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": { "compile_1024_steps": [ 379.8078279942274, 156.17577279917896, 156.59616880584508 ], "decode_256_steps": [ 40.53346940781921, 39.57048710435629, 40.119040093850344, 39.29566160077229, 39.35862799407914 ], "decode_512_steps": [ 78.88187189819291, 78.26270619407296, 78.44456610037014, 79.14271830813959, 77.65086200088263 ], "decode_1024_steps": [ 155.7267189025879, 154.62159239687026, 153.52843556320295, 155.17677139723673, 154.96991100953892 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": { "compile_1024_steps": [ 373.1752769090235, 159.24220490269363, 158.53811519918963 ], "decode_256_steps": [ 39.597887196578085, 38.87872860068455, 39.36717980541289, 38.99332240689546, 39.235720701981336 ], "decode_512_steps": [ 79.04037160333246, 77.82598430057988, 78.46439499408007, 77.91424810420722, 77.12793460814282 ], "decode_1024_steps": [ 157.27673680521548, 159.04725744621828, 156.21277200989425, 158.22599304374307, 154.84771801857278 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { "compile_1024_steps": [ 397.750636911951, 172.36200696788728, 175.9750319761224 ], "decode_256_steps": [ 40.78564359806478, 40.58478289516643, 40.59682060033083, 40.77622409677133, 40.40518429828808 ], "decode_512_steps": [ 80.48040919238701, 80.85376389790326, 80.80608260352165, 80.09393409593031, 80.7834097999148 ], "decode_1024_steps": [ 173.5140674863942, 171.50078801205382, 172.62251349166036, 172.59019799530506, 172.01307899085805 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { "compile_1024_steps": [ 375.4154669586569, 158.91431641066447, 158.8493453920819 ], "decode_256_steps": [ 39.63007889688015, 39.85657469602302, 40.16734849428758, 40.69144889945164, 39.60200039437041 ], "decode_512_steps": [ 79.15735760470852, 79.38449189532548, 79.58881059894338, 79.26348809851333, 79.7095021000132 ], "decode_1024_steps": [ 159.30888750590384, 156.22818196425214, 156.28582619829103, 155.73282049736008, 157.9512384487316 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { "compile_1024_steps": [ 354.40894309431314, 159.6814783057198, 159.98899969272316 ], "decode_256_steps": [ 39.23614890081808, 39.48370800353587, 39.15569609962404, 39.13126200204715, 39.73618079908192 ], "decode_512_steps": [ 78.86424300959334, 78.5796252079308, 79.38524229684845, 78.82770479191095, 79.8500090953894 ], "decode_1024_steps": [ 157.47599710011855, 156.29207550082356, 153.70948649942875, 151.973599975463, 155.25192598579451 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { "compile_1024_steps": [ 332.7761680120602, 160.67853552522138, 158.81070296745747 ], "decode_256_steps": [ 39.04160199454054, 39.49892360251397, 39.31147570256144, 39.174091699533165, 39.132799906656146 ], "decode_512_steps": [ 78.46472500823438, 78.00817840034142, 78.85241890326142, 80.04094009520486, 78.82382440147921 ], "decode_1024_steps": [ 157.68849552841857, 157.27962693199515, 157.21714799292386, 160.98861600039527, 156.39700350584462 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { "compile_1024_steps": [ 309.45424805395305, 155.41867149295285, 155.1110115251504 ], "decode_256_steps": [ 38.796064304187894, 39.22428070800379, 39.09900150028989, 38.78515389515087, 38.28253750689328 ], "decode_512_steps": [ 77.89408849785104, 77.92319880099967, 79.28905748995021, 77.55329810315743, 78.53716510580853 ], "decode_1024_steps": [ 155.46679450199008, 156.04745945893228, 157.1063484880142, 156.50390199152753, 157.22078655380756 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { "compile_1024_steps": [ 310.97966607194394, 157.72278694203123, 154.641809000168 ], "decode_256_steps": [ 38.81472219945863, 38.63733670441434, 38.883634901139885, 38.73382169986144, 38.86253290111199 ], "decode_512_steps": [ 77.10181269794703, 76.88888509292156, 77.40118369692937, 77.26670440752059, 77.21896260045469 ], "decode_1024_steps": [ 154.51642556581646, 155.7570804725401, 156.03531402302906, 155.2141554420814, 155.99404595559463 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { "compile_1024_steps": [ 327.2729819873348, 157.86128089530393, 156.886505021248 ], "decode_256_steps": [ 39.05838440405205, 39.11051329923794, 39.00604658992961, 38.864637596998364, 38.88797509716824 ], "decode_512_steps": [ 77.0104251918383, 77.53643109463155, 77.6180834043771, 77.88243619725108, 77.82120689516887 ], "decode_1024_steps": [ 154.9669920350425, 156.39783296501264, 156.47567849373445, 155.64450703095645, 155.18611756851897 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { "compile_1024_steps": [ 300.57156295515597, 155.83860699553043, 157.99956099363044 ], "decode_256_steps": [ 39.15249629644677, 38.737522007431835, 39.121852500829846, 38.829677808098495, 38.87532090302557 ], "decode_512_steps": [ 77.67074379371479, 77.95332300011069, 78.24381749378517, 79.11147130653262, 77.95476679457352 ], "decode_1024_steps": [ 156.09174291603267, 155.8274634880945, 155.12174554169178, 154.5252530486323, 158.92512403661385 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { "compile_1024_steps": [ 302.80048202257603, 158.82888349005952, 157.3326179641299 ], "decode_256_steps": [ 39.265075395815074, 38.96002800902352, 38.86383030330762, 39.415348891634494, 39.11501279799268 ], "decode_512_steps": [ 79.29404659662396, 78.07777940761298, 79.10600670147687, 78.26723350444809, 79.74909730255604 ], "decode_1024_steps": [ 157.2656444623135, 157.03525103162974, 157.85247198073193, 157.85723400767893, 155.3976294817403 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { "compile_1024_steps": [ 316.6656050598249, 158.53080654051155, 155.60174046549946 ], "decode_256_steps": [ 39.52318079536781, 39.42903489805758, 39.185245195403695, 38.78807770088315, 38.91255650669336 ], "decode_512_steps": [ 78.55845110025257, 78.2738036941737, 78.50395179120824, 79.13597549777478, 79.38397410325706 ], "decode_1024_steps": [ 156.55227447859943, 157.0541425026022, 156.751814938616, 156.63871850119904, 158.57388242147863 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { "compile_1024_steps": [ 297.5639010546729, 154.99286650447175, 154.59362999536097 ], "decode_256_steps": [ 38.54929259978235, 38.62977910321206, 38.38180209277198, 38.486486894544214, 38.50566149922088 ], "decode_512_steps": [ 77.19184369780123, 76.48642240092158, 76.58069159369916, 76.3435326050967, 76.05460019549355 ], "decode_1024_steps": [ 153.01156899658963, 154.60216597421095, 152.73520851042122, 153.27311103465036, 153.19488901877776 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { "compile_1024_steps": [ 299.0949850063771, 154.76680698338896, 157.22267696401104 ], "decode_256_steps": [ 38.54557350277901, 39.255990902893245, 38.55482019716874, 38.51563859498128, 38.519267993979156 ], "decode_512_steps": [ 76.85227050678805, 77.45558971073478, 77.24542981013656, 76.91445628879592, 78.46191240241751 ], "decode_1024_steps": [ 153.98545749485493, 154.57530552521348, 154.29576952010393, 155.15042300103232, 154.89244495984167 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { "compile_1024_steps": [ 309.6862940583378, 160.2313254843466, 154.02249252656475 ], "decode_256_steps": [ 39.2808657954447, 38.79817579872906, 38.799096702132374, 38.85380320716649, 38.64342530723661 ], "decode_512_steps": [ 77.86300709703937, 78.1375347985886, 77.72649470716715, 77.84534860402346, 77.70807419437915 ], "decode_1024_steps": [ 155.01580853015184, 155.54722695378587, 154.64199252892286, 155.34092852612957, 156.0787435155362 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { "compile_1024_steps": [ 300.86714401841164, 154.28013546625152, 154.25451850751415 ], "decode_256_steps": [ 38.44091449864209, 38.4889070992358, 38.52204080903903, 38.65175120299682, 38.46080621005967 ], "decode_512_steps": [ 76.81227719876915, 78.3795697032474, 77.14654399314895, 77.28240400319919, 77.0404706010595 ], "decode_1024_steps": [ 152.15652552433312, 154.0213564876467, 153.25410303194076, 153.00360351102427, 152.06240955740213 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { "compile_1024_steps": [ 304.6178239164874, 156.11870045540854, 155.58478405000642 ], "decode_256_steps": [ 38.55381020111963, 38.63584159407765, 38.64340330474079, 38.69230879936367, 38.284792203921825 ], "decode_512_steps": [ 77.10834390018135, 76.54056809842587, 76.65244699455798, 76.72789870994166, 76.76654189126566 ], "decode_1024_steps": [ 153.39457051595673, 153.31538795726374, 153.89265248086303, 152.79128251131624, 153.14778994070366 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { "compile_1024_steps": [ 308.6350508965552, 152.80628792243078, 153.61770655727014 ], "decode_256_steps": [ 38.607015705201775, 38.691727397963405, 38.516764098312706, 38.838981301523745, 39.377166505437344 ], "decode_512_steps": [ 77.6242638938129, 77.58316620020196, 77.43347630603239, 77.36400199355558, 77.58298140252009 ], "decode_1024_steps": [ 156.03424044093117, 156.44674049690366, 158.56396005256101, 155.79503600019962, 155.66043194849044 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { "compile_1024_steps": [ 299.9121289467439, 156.0050014522858, 156.81297198170796 ], "decode_256_steps": [ 39.11930900067091, 38.86048380518332, 38.95730680087581, 38.97036720300093, 38.75421399716288 ], "decode_512_steps": [ 77.84115530084819, 78.34153319709003, 77.41792720044032, 77.21009319648147, 77.15319300768897 ], "decode_1024_steps": [ 155.20515298703685, 153.83568650577217, 153.9125600247644, 153.76346447737888, 154.03440047521144 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { "compile_1024_steps": [ 294.13350706454366, 155.55490250699222, 152.99458103254437 ], "decode_256_steps": [ 38.44571820227429, 38.043956307228655, 38.10109019977972, 37.98872580518946, 37.94701090082526 ], "decode_512_steps": [ 76.77659860346466, 76.17597279604524, 76.36329920496792, 75.74101790087298, 76.20403359178454 ], "decode_1024_steps": [ 151.02663298603147, 151.33163548307493, 151.39944950351492, 151.00874955533072, 151.19184757350013 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { "compile_1024_steps": [ 312.3571340693161, 155.36153450375423, 153.98718346841633 ], "decode_256_steps": [ 38.683206390123814, 38.76316250534728, 38.35892690112814, 38.37632399518043, 38.23736850172281 ], "decode_512_steps": [ 77.83750960370526, 76.93904619663954, 76.70092950575054, 76.82151079643518, 77.58172600297257 ], "decode_1024_steps": [ 154.03893450275064, 153.8676944328472, 155.02932254457846, 153.10730354394764, 153.84554397314787 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { "compile_1024_steps": [ 308.39539191219956, 154.5462644426152, 156.2044404563494 ], "decode_256_steps": [ 38.33070769906044, 38.776853401213884, 38.55437330203131, 37.945864896755666, 37.91435840539634 ], "decode_512_steps": [ 76.8931137979962, 76.88891700236127, 76.64244499756023, 76.8190962029621, 77.12217459920794 ], "decode_1024_steps": [ 153.17804797086865, 153.4943384467624, 153.11900345841423, 153.51500501856208, 153.32914306782186 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { "compile_1024_steps": [ 305.6035120971501, 156.23367251828313, 154.7426061006263 ], "decode_256_steps": [ 38.382307009305805, 38.804947200696915, 38.64285369636491, 38.4825519984588, 38.46116450149566 ], "decode_512_steps": [ 77.90653300471604, 77.2813018062152, 76.91267289919779, 77.00242949649692, 77.04028929583728 ], "decode_1024_steps": [ 153.76224304782227, 153.78732403041795, 160.79492145217955, 153.59585091937333, 153.48926553269848 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": { "compile_1024_steps": [ 152.6270199683495, 153.2356355455704, 151.39344352064654 ], "decode_256_steps": [ 37.63050759444013, 37.68655320163816, 38.32518409471959, 38.04493809584528, 38.12589000444859 ], "decode_512_steps": [ 76.10184740042314, 76.31643350468948, 76.51650259504095, 76.06961289420724, 76.19957879651338 ], "decode_1024_steps": [ 152.57096651475877, 151.8511170288548, 152.42834098171443, 154.0321464999579, 153.00918847788125 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": { "compile_1024_steps": [ 153.60138501273468, 152.14636293239892, 154.41186248790473 ], "decode_256_steps": [ 38.257950090337545, 37.78482619673014, 38.42974069993943, 38.264157401863486, 38.209547207225114 ], "decode_512_steps": [ 76.00496709346771, 76.0301811969839, 76.0846511926502, 76.31773649482056, 75.61036159750074 ], "decode_1024_steps": [ 152.45122252963483, 153.58386054867879, 151.18519694078714, 152.1077870274894, 151.27422846853733 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": { "compile_1024_steps": [ 151.83092147344723, 154.03686848003417, 150.77686053700745 ], "decode_256_steps": [ 37.84715959336609, 38.18307820474729, 37.396276800427586, 37.441763503011316, 37.57963329553604 ], "decode_512_steps": [ 74.87586779752746, 75.18628579564393, 74.93917089886963, 74.43353089038283, 74.85442139441147 ], "decode_1024_steps": [ 149.7351115103811, 149.5724944397807, 149.19684053165838, 149.86544550629333, 149.7073459904641 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { "compile_1024_steps": [ 153.52747443830594, 156.6124064847827, 153.26853096485138 ], "decode_256_steps": [ 38.32679119659588, 38.162208802532405, 38.1669019930996, 38.221706298645586, 38.21153520839289 ], "decode_512_steps": [ 76.38413170352578, 76.27327929949388, 76.20674959616736, 76.59653859445825, 76.78146470570937 ], "decode_1024_steps": [ 153.21992948884144, 153.7506760796532, 152.76430855738, 152.86372503032908, 152.9301629634574 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { "compile_1024_steps": [ 154.6393625321798, 151.68064751196653, 150.58971854159608 ], "decode_256_steps": [ 38.038107997272164, 37.55574789829552, 37.50663480022922, 37.276139797177166, 37.66558390343562 ], "decode_512_steps": [ 75.43960409238935, 75.12982239713892, 75.44889459386468, 75.07576539646834, 74.4398585986346 ], "decode_1024_steps": [ 149.37121100956574, 151.59591397969052, 150.47336544375867, 151.55471645994112, 150.1605215598829 ] }, "(dim=256, max_sequence_len=1024, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { "compile_1024_steps": [ 153.20188348414376, 150.88239102624357, 151.21369948610663 ], "decode_256_steps": [ 37.69503349903971, 37.67546609742567, 37.7786293043755, 37.50728470040485, 38.087755092419684 ], "decode_512_steps": [ 75.13433309504762, 75.06653410382569, 75.36994440015405, 75.2574848011136, 74.50696269515902 ], "decode_1024_steps": [ 150.03488096408546, 150.19310550997034, 149.6159755042754, 150.21058596903458, 152.57585601648316 ] }, "(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { "compile_2048_steps": [ 426.4543930767104, 426.4595090644434, 426.4313679886982 ], "decode_256_steps": [ 53.299678897019476, 53.28657069476321, 53.31361429998651, 53.29717369750142, 53.30871120095253 ], "decode_512_steps": [ 106.57096810173243, 106.590770999901, 106.58438371028751, 106.5819610026665, 106.57879470381886 ], "decode_1024_steps": [ 213.442565058358, 213.36222998797894, 213.2549120578915, 213.3798940340057, 213.36645109113306 ], "decode_2048_steps": [ 426.52200092561543, 426.52340594213456, 426.56145489308983, 426.51180003304034, 426.4510429929942 ] }, "(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_2048_steps": [ 458.87549105100334, 458.8494640775025, 458.90692493412644 ], "decode_256_steps": [ 57.356552907731384, 57.35400730045512, 57.350391196087, 57.34839830547571, 57.3511645081453 ], "decode_512_steps": [ 114.6913890959695, 114.6895801066421, 114.68773159431294, 114.68540539499372, 114.67711449367926 ], "decode_1024_steps": [ 229.66201102826744, 229.88625394646078, 229.60495890583843, 229.64410693384707, 229.53714104369283 ], "decode_2048_steps": [ 458.9088299544528, 458.9067550841719, 458.9055869728327, 458.8565840385854, 458.8992139324546 ] }, "(dim=256, max_sequence_len=2048, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { "compile_2048_steps": [ 313.8271349016577, 313.6086930753663, 313.9132639626041 ], "decode_256_steps": [ 39.21559801092371, 39.200636895839125, 39.21429930487648, 39.227614703122526, 39.207199797965586 ], "decode_512_steps": [ 78.41691009234637, 78.53205510182306, 78.4066251013428, 78.41975539922714, 78.41702069854364 ], "decode_1024_steps": [ 157.04427153104916, 157.0161620620638, 156.96746099274606, 157.0563999703154, 156.99673647759482 ], "decode_2048_steps": [ 313.7821169802919, 313.84337099734694, 313.5842690244317, 313.69969400111586, 313.7795600341633 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": { "compile_2048_steps": [ 353417.6046520006, 937.7922859275714, 937.524170964025 ], "decode_256_steps": [ 40.69234810303897, 40.65681060310453, 40.669724403414875, 40.65111930249259, 40.66843379987404 ], "decode_512_steps": [ 102.72716470062733, 102.76122040813789, 102.83273080131039, 102.7614596998319, 102.72623810451478 ], "decode_1024_steps": [ 292.0732540078461, 291.95209697354585, 292.28111798875034, 292.26590204052627, 292.030680924654 ], "decode_2048_steps": [ 937.351614004001, 937.363306991756, 937.5152490101755, 937.2911440441385, 937.6472110161558 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_2048_steps": [ 322689.6908549825, 353.4364360384643, 353.93572389148176 ], "decode_256_steps": [ 35.93348719878122, 37.376603903248906, 36.27647350076586, 36.235544295050204, 36.65616000071168 ], "decode_512_steps": [ 73.52913049980998, 76.12829119898379, 73.89902260620147, 73.16069509834051, 73.5072931041941 ], "decode_1024_steps": [ 150.69396599428728, 150.64826040761545, 149.97142280917615, 150.1217231969349, 152.36410200595856 ], "decode_2048_steps": [ 354.12733000703156, 353.9230430033058, 353.71157992631197, 353.90174004714936, 360.8200669987127 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": { "compile_2048_steps": [ 314429.8337160144, 295.31675204634666, 301.3107649749145 ], "decode_256_steps": [ 35.421944491099566, 35.087383806239814, 35.13889260357246, 35.12753969989717, 35.070015606470406 ], "decode_512_steps": [ 71.21919200289994, 71.75566969672218, 72.82484639436007, 72.07889739656821, 71.18116091005504 ], "decode_1024_steps": [ 144.39474819228053, 142.95349010499194, 144.13135759532452, 143.95482150139287, 144.7363120969385 ], "decode_2048_steps": [ 294.4919760338962, 300.06162403151393, 294.19893596787006, 293.7365749385208, 295.9714529570192 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { "compile_2048_steps": [ 362940.95240405295, 935.5962000554428, 935.4766280157492 ], "decode_256_steps": [ 40.5392432003282, 40.65367439761758, 40.96988699166104, 40.56383930146694, 40.57505379896611 ], "decode_512_steps": [ 102.55080920178443, 102.5673788972199, 102.55431019468233, 102.56989490007982, 102.56882910616696 ], "decode_1024_steps": [ 291.80012200959027, 291.3512410596013, 291.15805495530367, 290.7914490206167, 290.74605891946703 ], "decode_2048_steps": [ 935.449430020526, 935.7003750046715, 935.9048659680411, 935.7280939584598, 935.6214960571378 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { "compile_2048_steps": [ 328130.2642679075, 350.40843195747584, 350.67306202836335 ], "decode_256_steps": [ 34.79730490362272, 34.642125898972154, 34.44958510808647, 35.043125704396516, 35.47062720172107 ], "decode_512_steps": [ 71.05432579992339, 73.01592599833384, 72.81841310905293, 71.274510899093, 71.62663839990273 ], "decode_1024_steps": [ 145.73262459598482, 145.77584329526871, 145.43435089290142, 146.24429380055517, 147.46587940026075 ], "decode_2048_steps": [ 350.0635279342532, 349.6552250580862, 352.86481003277004, 351.72156197950244, 348.8138869870454 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { "compile_2048_steps": [ 321580.37984301336, 301.5759530244395, 300.2204520162195 ], "decode_256_steps": [ 35.096820595208555, 35.10535990353674, 35.15090480213985, 34.94270290248096, 36.61226050462574 ], "decode_512_steps": [ 73.98251909762621, 71.8530113925226, 72.5423919968307, 72.06697650253773, 71.86501609394327 ], "decode_1024_steps": [ 146.7819925979711, 147.14827350107953, 147.3174831015058, 146.30422630580142, 145.66846099914983 ], "decode_2048_steps": [ 297.6543699624017, 296.64603201672435, 299.6057060081512, 296.69906094204634, 296.57337500248104 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": { "compile_2048_steps": [ 1117.425590986386, 933.179579093121, 933.0136351054534 ], "decode_256_steps": [ 40.821435395628214, 40.81753729842603, 40.813710796646774, 40.845128102228045, 40.80797939095646 ], "decode_512_steps": [ 102.51374129438773, 102.53068680176511, 102.5338867912069, 103.13360549043864, 102.58676380617544 ], "decode_1024_steps": [ 289.87621201667935, 291.97767993900925, 290.25638196617365, 290.73349700775, 290.2083919616416 ], "decode_2048_steps": [ 933.0302859889343, 932.931395014748, 932.9325360013172, 932.8663490014151, 932.7906609978527 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": { "compile_2048_steps": [ 549.8422300443053, 358.58791694045067, 357.6677719829604 ], "decode_256_steps": [ 38.31278649158776, 38.440087100025266, 38.314307399559766, 38.1372753996402, 37.96452229144052 ], "decode_512_steps": [ 77.80804130015895, 77.46285699540749, 77.04528369940817, 77.19771419651806, 76.90676120109856 ], "decode_1024_steps": [ 155.98693779902533, 156.83680860092863, 156.68788069160655, 158.64517419831827, 156.04516660096124 ], "decode_2048_steps": [ 358.8325990131125, 358.4509080974385, 359.6996050328016, 359.5311209792271, 360.73230009060353 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": { "compile_2048_steps": [ 531.1273810220882, 318.08074202854186, 316.26089196652174 ], "decode_256_steps": [ 38.77520710229874, 38.70785019826144, 38.58967690030113, 38.935012300498784, 38.69262209627777 ], "decode_512_steps": [ 78.70897270040587, 78.6831869976595, 78.06869359919801, 80.67203089594841, 78.10464680660516 ], "decode_1024_steps": [ 159.0116405976005, 159.6187056042254, 157.83837100025266, 158.65307010244578, 157.87064749747515 ], "decode_2048_steps": [ 315.1468680007383, 315.1205239119008, 314.29141596890986, 314.0044959727675, 313.9319570036605 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { "compile_2048_steps": [ 739.1817059833556, 544.7639770573005, 544.6110930060968 ], "decode_256_steps": [ 39.433573896531016, 39.36352300224826, 39.14705610368401, 39.55838279798627, 39.57612169906497 ], "decode_512_steps": [ 79.07264609821141, 79.81988770188764, 79.01942969765514, 79.00034859776497, 79.09445019904524 ], "decode_1024_steps": [ 191.56495300121605, 191.54290520818904, 191.60850180778652, 191.55407580547035, 191.55526249669492 ], "decode_2048_steps": [ 544.3844370311126, 544.2179950186983, 544.0853489562869, 544.0792009467259, 543.8244950491935 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { "compile_2048_steps": [ 547.1660530893132, 372.67905205953866, 360.6394799426198 ], "decode_256_steps": [ 39.35399459442124, 39.17572540231049, 39.0989956096746, 39.06031569931656, 39.04982410604134 ], "decode_512_steps": [ 79.16705949464813, 78.93426329828799, 79.10801970865577, 78.02683899644762, 78.56770060025156 ], "decode_1024_steps": [ 157.78882359154522, 159.01075849542394, 157.3722493951209, 159.9227951024659, 157.01403499115258 ], "decode_2048_steps": [ 358.0865119583905, 358.5874621057883, 360.682594939135, 358.49332495126873, 359.4112020218745 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { "compile_2048_steps": [ 498.62366705201566, 316.3821540074423, 313.31335089635104 ], "decode_256_steps": [ 38.7891581049189, 39.02438230579719, 38.94166209502146, 38.73887830413878, 38.89085699338466 ], "decode_512_steps": [ 78.04885590448976, 77.84419000381604, 77.91638440685347, 77.83687229966745, 77.28097890503705 ], "decode_1024_steps": [ 156.22007369529456, 155.67683950066566, 156.28801779821515, 155.59010819997638, 156.12584069604054 ], "decode_2048_steps": [ 315.68292900919914, 315.26669196318835, 313.3139399578795, 313.00041102804244, 313.68583405856043 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { "compile_2048_steps": [ 589.7913469234481, 424.3792239576578, 424.4750819634646 ], "decode_256_steps": [ 38.92255120445043, 38.693072902970016, 38.55827930383384, 38.44501719577238, 38.515209197066724 ], "decode_512_steps": [ 77.42940910393372, 77.47967640170828, 77.39656961057335, 77.09465980296955, 77.39465510239825 ], "decode_1024_steps": [ 173.07288601296023, 169.89875852596015, 170.09165149647743, 169.45897904224694, 170.62855750555173 ], "decode_2048_steps": [ 423.4875360270962, 423.2638089451939, 423.28313703183085, 423.4313420020044, 431.81459209881723 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { "compile_2048_steps": [ 525.8824459742755, 358.0645020119846, 358.4505569888279 ], "decode_256_steps": [ 39.11231169477105, 38.96797680063173, 39.077349996659905, 38.985601207241416, 38.82454639533535 ], "decode_512_steps": [ 77.7264541015029, 78.10035499278456, 78.00797200761735, 78.13869139645249, 77.21186209237203 ], "decode_1024_steps": [ 158.59685220057145, 156.86948110815138, 157.1456219535321, 157.2043100022711, 156.05496300850064 ], "decode_2048_steps": [ 359.6218309830874, 362.7222500508651, 358.98990300484, 357.06829198170453, 361.30275402683765 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { "compile_2048_steps": [ 472.5182900438085, 314.5161740249023, 313.08935408014804 ], "decode_256_steps": [ 39.3559944932349, 38.941481499932706, 38.690031005535275, 38.6289956048131, 38.93272919813171 ], "decode_512_steps": [ 77.41458419477567, 77.20239930786192, 77.92998820077628, 79.48052530409768, 77.47911950573325 ], "decode_1024_steps": [ 156.29563459660858, 155.53052000468597, 156.27166180638596, 155.61107789399102, 155.7408845052123 ], "decode_2048_steps": [ 312.78802501037717, 315.2510030195117, 312.02420801855624, 311.6479410091415, 310.92992797493935 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { "compile_2048_steps": [ 542.4797110026702, 383.64065799396485, 384.4195290002972 ], "decode_256_steps": [ 38.587121199816465, 38.72190769761801, 39.079554099589586, 38.81123000755906, 39.656339900102466 ], "decode_512_steps": [ 76.92230860702693, 76.81629449361935, 77.30714339995757, 77.46419770410284, 77.44870249880478 ], "decode_1024_steps": [ 161.6437234915793, 162.01369103509933, 162.2693240060471, 161.82273102458566, 161.81435249745846 ], "decode_2048_steps": [ 383.6190690053627, 385.04120893776417, 384.1180409071967, 383.9053250849247, 383.51851399056613 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { "compile_2048_steps": [ 517.3044640105218, 358.25885890517384, 357.79378295410424 ], "decode_256_steps": [ 38.61152520403266, 38.66199020994827, 38.58838060405105, 38.941615901421756, 38.443301094230264 ], "decode_512_steps": [ 76.43527699401602, 77.94330429751426, 77.1434628055431, 78.15184139180928, 77.152783900965 ], "decode_1024_steps": [ 155.78793652821332, 156.87221701955423, 155.86826804792508, 158.01813447615132, 156.6456530126743 ], "decode_2048_steps": [ 366.34921294171363, 359.01047207880765, 357.23527998197824, 357.50640695914626, 357.1030260063708 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { "compile_2048_steps": [ 453.45827692653984, 310.3741770610213, 308.1325879320502 ], "decode_256_steps": [ 38.46887779654935, 38.374175305943936, 38.828006701078266, 38.342773099429905, 38.485057500656694 ], "decode_512_steps": [ 77.09851060062647, 76.73722970066592, 76.56655260361731, 76.54104810208082, 76.69506679521874 ], "decode_1024_steps": [ 152.63424353906885, 153.1118834973313, 153.86891446541995, 153.3371900441125, 153.29884545644745 ], "decode_2048_steps": [ 308.07991698384285, 305.6050470331684, 318.97698796819896, 306.5321729518473, 306.4786429749802 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { "compile_2048_steps": [ 555.8874399866909, 390.43387107085437, 391.9288569595665 ], "decode_256_steps": [ 39.059093699324876, 38.8716195942834, 39.191330096218735, 39.025418600067496, 39.445140096358955 ], "decode_512_steps": [ 77.73456090362743, 78.00331539474428, 77.77704909676686, 77.9442865983583, 78.98769269231707 ], "decode_1024_steps": [ 164.91151449736208, 163.74793951399624, 163.41429599560797, 168.11550897546113, 163.43721497105435 ], "decode_2048_steps": [ 390.16293291933835, 399.33023997582495, 390.31894493382424, 389.90712899249047, 389.1966149676591 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { "compile_2048_steps": [ 513.2231869501993, 355.66544195171446, 354.8091119155288 ], "decode_256_steps": [ 38.199887494556606, 37.98528240295127, 38.089270307682455, 38.374624599236995, 38.29885970335454 ], "decode_512_steps": [ 78.58575358986855, 76.90606630640104, 77.60752839967608, 76.051615702454, 76.47162380162627 ], "decode_1024_steps": [ 155.15041298931465, 155.51502007292584, 154.52799550257623, 154.43434449844062, 154.46623403113335 ], "decode_2048_steps": [ 355.7295179925859, 355.4535909788683, 355.51980696618557, 358.6082450347021, 355.0187930231914 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { "compile_2048_steps": [ 445.7098670536652, 307.99282994121313, 304.6959040220827 ], "decode_256_steps": [ 38.01262819906697, 38.17223999649286, 37.920745892915875, 37.91977160144597, 38.03518390050158 ], "decode_512_steps": [ 76.37389169540256, 76.47497840225697, 76.02192050544545, 76.2765379040502, 76.44818628905341 ], "decode_1024_steps": [ 152.41678844904527, 152.03194500645623, 153.4921359270811, 150.8673030184582, 152.05499797593802 ], "decode_2048_steps": [ 305.63555599655956, 304.6388910152018, 309.7265319665894, 303.91069198958576, 306.68555409647524 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { "compile_2048_steps": [ 517.4500819994137, 366.97893298696727, 367.68140899948776 ], "decode_256_steps": [ 38.14677529735491, 38.112464698497206, 40.31813710462302, 38.36702780099586, 37.82633870141581 ], "decode_512_steps": [ 77.14159269817173, 77.43046910036355, 76.96374269435182, 77.49266780447215, 76.49942620191723 ], "decode_1024_steps": [ 158.17988151684403, 159.11764901829883, 158.21048204088584, 158.71687402250245, 159.78282800642774 ], "decode_2048_steps": [ 366.6638290742412, 367.17460595536977, 366.6073689237237, 368.5657650930807, 366.56787898391485 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { "compile_2048_steps": [ 501.2865519383922, 355.3872730117291, 355.4010239895433 ], "decode_256_steps": [ 37.635222799144685, 37.935815495438874, 37.90843599708751, 37.891206494532526, 37.950511602684855 ], "decode_512_steps": [ 75.96639540279284, 76.94453089497983, 76.18784910300747, 75.71899130707607, 75.63358909683302 ], "decode_1024_steps": [ 154.31392897153273, 155.39742802502587, 155.85301897954196, 155.63371306052431, 155.65265202894807 ], "decode_2048_steps": [ 357.3937009787187, 354.5713130151853, 355.189639958553, 354.83143595047295, 354.4898210093379 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { "compile_2048_steps": [ 447.99585407599807, 306.22611101716757, 303.13241691328585 ], "decode_256_steps": [ 38.40247930493206, 37.64612409286201, 37.66270159976557, 37.69128059502691, 37.59202000219375 ], "decode_512_steps": [ 75.17508650198579, 75.07596130017191, 76.69486209051684, 74.71459470689297, 76.10096239950508 ], "decode_1024_steps": [ 150.25905397487804, 150.40221710223705, 150.25640599196777, 150.3150689532049, 150.94995399704203 ], "decode_2048_steps": [ 303.2968919724226, 304.0932009462267, 308.8598799658939, 303.2871619798243, 301.85202101711184 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { "compile_2048_steps": [ 511.0753750195727, 352.02158498577774, 352.1196950459853 ], "decode_256_steps": [ 38.227159006055444, 38.10251069953665, 38.122082594782114, 38.22028200374916, 38.13230390660465 ], "decode_512_steps": [ 76.63131350418553, 76.16746749263257, 76.14486439852044, 75.93699449207634, 77.03813349362463 ], "decode_1024_steps": [ 154.89099698606879, 155.15725850127637, 155.06553300656378, 155.15668649459258, 154.54709605546668 ], "decode_2048_steps": [ 351.24969796743244, 355.2512959577143, 350.4951779032126, 350.2381040016189, 350.7710399571806 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { "compile_2048_steps": [ 508.4382389904931, 356.0570669360459, 363.0675410386175 ], "decode_256_steps": [ 37.84706440055743, 37.91613810462877, 38.05046399356797, 37.88162140408531, 37.76917899958789 ], "decode_512_steps": [ 75.82399079110473, 75.75031670276076, 75.45282830251381, 76.55155959073454, 75.96552079776302 ], "decode_1024_steps": [ 153.6801660549827, 153.67740608053282, 153.85878755478188, 153.36468303576112, 152.04467403236777 ], "decode_2048_steps": [ 361.43059900496155, 355.32442503608763, 354.7075520036742, 356.4257309772074, 355.4570620181039 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { "compile_2048_steps": [ 462.46890001930296, 307.60887591168284, 307.2648450033739 ], "decode_256_steps": [ 38.39681639801711, 38.67048100801185, 38.36832549422979, 38.12614839989692, 38.13014320330694 ], "decode_512_steps": [ 76.05905710952356, 75.93730360968038, 75.96812159754336, 76.98092060163617, 76.07944920891896 ], "decode_1024_steps": [ 156.89494548132643, 149.43419344490394, 150.9499095263891, 152.53151240758598, 151.00855403579772 ], "decode_2048_steps": [ 306.18569697253406, 304.90337300579995, 304.5119409216568, 305.5828370852396, 305.58058398310095 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { "compile_2048_steps": [ 510.1042640162632, 352.1011979319155, 351.8468280090019 ], "decode_256_steps": [ 38.78332790918648, 38.772758503910154, 38.54682500241324, 38.58591769821942, 39.17362350039184 ], "decode_512_steps": [ 77.07181030418724, 78.20564130088314, 78.79193120170385, 77.30980060296133, 77.65207439661026 ], "decode_1024_steps": [ 158.19749055663124, 156.9450370152481, 157.16249053366482, 161.92986554233357, 157.85854600835592 ], "decode_2048_steps": [ 351.09626001212746, 350.9103120304644, 353.20431599393487, 350.8586680982262, 351.0969909839332 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { "compile_2048_steps": [ 501.16750004235655, 362.97424405347556, 368.94977698102593 ], "decode_256_steps": [ 38.51090200478211, 40.06617011036724, 38.27929419931024, 38.25957849621773, 38.71498079970479 ], "decode_512_steps": [ 76.39455370372161, 76.66530789574608, 77.30638950597495, 76.85304239857942, 78.22767300531268 ], "decode_1024_steps": [ 156.25056147109717, 156.74875944387168, 156.66022151708603, 156.64496697718278, 174.34037051862106 ], "decode_2048_steps": [ 362.9385659005493, 372.1589120104909, 361.4786819089204, 361.9017170276493, 361.59276810940355 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { "compile_2048_steps": [ 460.56981303263456, 306.9859199458733, 305.8163869427517 ], "decode_256_steps": [ 37.83122040331364, 37.85536120412871, 38.48363070283085, 37.886892596725374, 37.86478820256889 ], "decode_512_steps": [ 75.93329170485958, 76.20010290993378, 76.53338009258732, 76.80303360102698, 76.49967510951683 ], "decode_1024_steps": [ 150.90570895699784, 151.74896456301212, 151.49627847131342, 151.6563500626944, 151.3596524600871 ], "decode_2048_steps": [ 304.58100500982255, 305.4500810103491, 305.2938120672479, 304.9713090294972, 305.1105890190229 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": { "compile_2048_steps": [ 505.93761692289263, 359.7639469662681, 359.62670599110425 ], "decode_256_steps": [ 38.62790120765567, 39.99726329930127, 38.92457940382883, 38.70889729587361, 38.66642590146512 ], "decode_512_steps": [ 79.11079439800233, 77.68237720010802, 77.70680750254542, 77.31284429319203, 77.50533219659701 ], "decode_1024_steps": [ 161.06940899044275, 159.2358149937354, 159.32426595827565, 159.56644347170368, 158.98688149172813 ], "decode_2048_steps": [ 359.71544694621116, 359.37036701943725, 358.8849789230153, 363.87202702462673, 359.50973501894623 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": { "compile_2048_steps": [ 518.7020720914006, 373.5839669825509, 372.6168180583045 ], "decode_256_steps": [ 38.293955498375, 38.32628389354795, 37.79245800105855, 37.97935800394043, 38.675605796743184 ], "decode_512_steps": [ 76.0774674010463, 77.05139550380409, 76.23989860294387, 75.61972780385986, 77.51787919551134 ], "decode_1024_steps": [ 159.4945060205646, 159.59234803449363, 160.18761601299047, 160.04057554528117, 158.99274998810142 ], "decode_2048_steps": [ 372.9087410029024, 372.5132589461282, 372.6555519970134, 372.46789410710335, 372.53693805541843 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": { "compile_2048_steps": [ 450.9255070006475, 305.42053293902427, 307.50343296676874 ], "decode_256_steps": [ 37.74936479749158, 37.29350260691717, 37.59810980409384, 37.76643250603229, 37.55465929862112 ], "decode_512_steps": [ 76.19536150014028, 75.5604412057437, 75.54073130013421, 75.40942190680653, 75.81111079780385 ], "decode_1024_steps": [ 152.12233102647588, 151.02147700963542, 150.4440265125595, 150.98500449676067, 150.91666200896725 ], "decode_2048_steps": [ 304.81046601198614, 305.01020909287035, 304.40269701648504, 305.22830598056316, 305.0480979727581 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { "compile_2048_steps": [ 376.5203020302579, 376.1650319211185, 376.05293095111847 ], "decode_256_steps": [ 40.91520590009168, 40.91827189549804, 40.91925179818645, 40.91379209421575, 40.912432002369314 ], "decode_512_steps": [ 81.82950299233198, 81.80723550030962, 81.79144059540704, 81.7996789002791, 81.81332590756938 ], "decode_1024_steps": [ 163.73740450944752, 163.79895101999864, 163.8593950192444, 163.8203620677814, 163.7819965253584 ], "decode_2048_steps": [ 375.96108799334615, 376.1230300879106, 376.12115510273725, 376.1949569452554, 376.12790998537093 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { "compile_2048_steps": [ 394.8537759715691, 394.6753880009055, 394.7001970373094 ], "decode_256_steps": [ 41.32675180444494, 41.3254430051893, 41.32847120054066, 41.32074930239469, 41.33034449769184 ], "decode_512_steps": [ 82.62622499605641, 82.63150370912626, 82.62518980773166, 82.62232400011271, 82.62788150459528 ], "decode_1024_steps": [ 165.42104806285352, 166.2751369876787, 165.42520496295765, 165.40467052254826, 165.4059940483421 ], "decode_2048_steps": [ 394.68875899910927, 394.7828729869798, 394.7712079389021, 394.72559897694737, 394.6974410209805 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { "compile_2048_steps": [ 306.690696044825, 306.45184498280287, 306.745148031041 ], "decode_256_steps": [ 38.20694820024073, 37.83226819941774, 37.3438430018723, 37.379885802511126, 37.282950594089925 ], "decode_512_steps": [ 74.69732440076768, 74.19546199962497, 74.61983959656209, 75.6835303036496, 75.30396190704778 ], "decode_1024_steps": [ 153.83841848233715, 151.91591199254617, 149.7844184632413, 152.47343352530152, 150.4350394825451 ], "decode_2048_steps": [ 306.5304149640724, 306.51303997728974, 307.51386599149555, 306.67120695579797, 307.09198396652937 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": { "compile_2048_steps": [ 423.6865909770131, 423.57456393074244, 423.75584598630667 ], "decode_256_steps": [ 52.93865690473467, 52.942510100547224, 52.96300359768793, 52.94273450272158, 52.946507500018924 ], "decode_512_steps": [ 105.8648939942941, 105.89101919904351, 105.90557300020009, 105.88416870450601, 105.9055722085759 ], "decode_1024_steps": [ 211.89783909358084, 211.89811604563147, 211.92829392384738, 211.8401840562001, 211.87095006462187 ], "decode_2048_steps": [ 423.78199694212526, 423.6311729764566, 423.55372896417975, 423.4914620174095, 423.3676149742678 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": { "compile_2048_steps": [ 459.00137396529317, 459.0038820169866, 458.9731890009716 ], "decode_256_steps": [ 57.36536179902032, 57.369533204473555, 57.37166720209643, 57.37348119728267, 57.37734570866451 ], "decode_512_steps": [ 114.71576109761372, 114.71001580357552, 114.71688919700682, 114.7139125969261, 114.71758940024301 ], "decode_1024_steps": [ 229.63776695542037, 229.61380297783762, 229.59955502301455, 229.59644300863147, 229.60503899957985 ], "decode_2048_steps": [ 458.97122705355287, 459.0415710117668, 459.0030760737136, 458.9583359193057, 458.9815830113366 ] }, "(dim=256, max_sequence_len=2048, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": { "compile_2048_steps": [ 313.48746409639716, 313.4897390846163, 313.5270579950884 ], "decode_256_steps": [ 39.17650050716475, 39.182944502681494, 39.18935089604929, 39.194428897462785, 39.179487398359925 ], "decode_512_steps": [ 78.52862230502069, 78.32455249736086, 78.35674220696092, 78.35023830411956, 78.33312100265175 ], "decode_1024_steps": [ 156.7993844510056, 156.84115805197507, 156.8024164880626, 156.74168296391144, 156.9072040147148 ], "decode_2048_steps": [ 313.55067796539515, 313.4999399771914, 313.4238190250471, 313.550450024195, 313.1862530717626 ] }, "(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { "compile_4096_steps": [ 1555.5997040355578, 1555.5548359407112, 1555.7848509633914 ], "decode_256_steps": [ 97.25430719554424, 97.21407999750227, 97.2322311019525, 97.23826859844849, 97.235793992877 ], "decode_512_steps": [ 194.69342852244154, 194.71560750389472, 194.69157850835472, 194.63821750832722, 194.67891403473914 ], "decode_1024_steps": [ 389.05730401165783, 389.051676960662, 389.0698060858995, 389.0834349440411, 389.06540896277875 ], "decode_2048_steps": [ 777.7864600066096, 777.8925059828907, 777.8367110295221, 777.8819629456848, 777.6446429779753 ], "decode_4096_steps": [ 1555.4863589350134, 1555.5185279808939, 1555.490075959824, 1555.6501729879528, 1555.645313928835 ] }, "(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_4096_steps": [ 1754.0533599676564, 1754.1613039793447, 1754.1176010854542 ], "decode_256_steps": [ 109.64290850097314, 109.64349909918383, 109.64600199367851, 109.6328507992439, 109.63633509818465 ], "decode_512_steps": [ 219.46144697722048, 219.53477093484253, 219.4881800096482, 219.51179311145097, 219.5105969440192 ], "decode_1024_steps": [ 438.70463699568063, 438.7432519579306, 438.7260600924492, 438.70750698260963, 438.69202001951635 ], "decode_2048_steps": [ 877.3566749878228, 877.1371779730543, 877.2045329678804, 877.1784919081256, 877.2542700171471 ], "decode_4096_steps": [ 1754.1073579341173, 1754.0750609477982, 1754.0857339045033, 1754.109970992431, 1754.0221919771284 ] }, "(dim=256, max_sequence_len=4096, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { "compile_4096_steps": [ 1144.52357403934, 1144.4128910079598, 1144.3662089295685 ], "decode_256_steps": [ 71.52309059165418, 71.55184340663254, 71.56528700143099, 71.54569269623607, 71.58014909364283 ], "decode_512_steps": [ 143.26625352259725, 143.2896414771676, 143.32336955703795, 143.23800150305033, 143.2339824968949 ], "decode_1024_steps": [ 286.34597500786185, 286.43786802422255, 286.28861100878567, 286.27543605398387, 286.3924320554361 ], "decode_2048_steps": [ 572.5862140534446, 572.4135879427195, 572.4776749266312, 572.6333219790831, 572.6596791064367 ], "decode_4096_steps": [ 1144.4077680353075, 1144.67422303278, 1144.6340309921652, 1144.5709340041503, 1144.7907220572233 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": { "compile_4096_steps": [ 758365.9698499832, 2594.5161210838705, 2594.5165009470657 ], "decode_256_steps": [ 56.144771503750235, 56.14614989608526, 56.15050480701029, 56.150847603566945, 56.15663129137829 ], "decode_512_steps": [ 123.6905841040425, 123.70970429619774, 123.7110649002716, 123.70931959012523, 123.70771369896829 ], "decode_1024_steps": [ 291.02955001872033, 291.0194400465116, 290.99469201173633, 291.06016096193343, 291.1208278965205 ], "decode_2048_steps": [ 771.0689479717985, 771.0242569446564, 771.0858769714832, 771.2380250450224, 771.1188959656283 ], "decode_4096_steps": [ 2594.466084963642, 2594.501747051254, 2594.5276779821143, 2594.359342008829, 2594.4763500010595 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_4096_steps": [ 683006.1350800097, 1260.1197389885783, 1260.1188879925758 ], "decode_256_steps": [ 50.297785201109946, 50.304421701002866, 50.29493070906028, 50.29429090209305, 50.29109730385244 ], "decode_512_steps": [ 104.18639569543302, 104.1793312993832, 104.18268520152196, 104.17820570291951, 104.18673019157723 ], "decode_1024_steps": [ 222.82053204253316, 222.73054800461978, 222.81798301264644, 222.73435397073627, 222.80579700600356 ], "decode_2048_steps": [ 504.7652480425313, 504.7356369905174, 504.73060400690883, 504.7929239226505, 504.7046549152583 ], "decode_4096_steps": [ 1259.9891989957541, 1260.089365998283, 1260.1439860882238, 1260.052767000161, 1260.0755479652435 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": { "compile_4096_steps": [ 685154.3038310483, 972.8647869778797, 972.6730060065165 ], "decode_256_steps": [ 49.92721099406481, 49.936444289050996, 49.931839504279196, 49.931558896787465, 49.92175690131262 ], "decode_512_steps": [ 101.41822540899739, 101.42470210557804, 101.41841639997438, 101.43421259708703, 101.43827400170267 ], "decode_1024_steps": [ 209.4398019835353, 209.35114391613752, 209.34414502698928, 209.33679805602878, 209.41907702945173 ], "decode_2048_steps": [ 442.34991795383394, 442.5617150263861, 442.44013796560466, 442.39968806505203, 442.4945890204981 ], "decode_4096_steps": [ 972.9193750536069, 972.8517479961738, 972.9876759229228, 972.9361190693453, 972.9008099529892 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { "compile_4096_steps": [ 754621.2551000062, 2590.3939090203494, 2590.2993050403893 ], "decode_256_steps": [ 56.07977960025892, 56.07473839772865, 56.08124620048329, 56.081296398770064, 56.07307249447331 ], "decode_512_steps": [ 123.47044700291008, 123.48400510381907, 123.4684786060825, 123.48174980143085, 123.46080240095034 ], "decode_1024_steps": [ 290.4628480318934, 290.531148086302, 290.5014241114259, 290.48413992859423, 290.47704802360386 ], "decode_2048_steps": [ 770.0426700757816, 770.2214530436322, 770.2324399724603, 770.2103350311518, 770.5467620398849 ], "decode_4096_steps": [ 2590.0705049280077, 2590.02678305842, 2590.190691058524, 2589.901519007981, 2589.8575780447572 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { "compile_4096_steps": [ 702634.7269549733, 1257.9812129260972, 1257.8956730430946 ], "decode_256_steps": [ 50.15126150101423, 50.150477699935436, 50.156658596824855, 50.15426230384037, 50.140718603506684 ], "decode_512_steps": [ 103.89921839814633, 103.90809819800779, 103.89753830386326, 103.89618419576436, 103.91333410516381 ], "decode_1024_steps": [ 222.2898630425334, 222.3027260042727, 222.20599895808846, 222.24258189089596, 222.24661894142628 ], "decode_2048_steps": [ 503.6707220133394, 503.5691020311788, 503.6779399961233, 503.55286500416696, 503.5809649853036 ], "decode_4096_steps": [ 1257.9649329418316, 1257.8558309469372, 1257.9138670116663, 1257.860514917411, 1257.8668260248378 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { "compile_4096_steps": [ 710611.6965999827, 971.1981719592586, 970.9838719572872 ], "decode_256_steps": [ 49.82685470022261, 49.838692194316536, 49.845921399537474, 49.82876720605418, 49.831428297329694 ], "decode_512_steps": [ 101.21719379676506, 101.22013291111216, 101.22839360265061, 101.23080239864066, 101.22951510129496 ], "decode_1024_steps": [ 208.94347201101482, 208.96642305888236, 208.97830603644252, 209.00915993843228, 209.03278689365834 ], "decode_2048_steps": [ 441.6369330137968, 441.6308030486107, 441.633861977607, 441.68264500331134, 441.5259020170197 ], "decode_4096_steps": [ 970.9864530013874, 971.0134919732809, 971.1411769967526, 970.9207619307563, 971.1239699972793 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": { "compile_4096_steps": [ 2767.8990189999695, 2577.426141999922, 2577.32940599999 ], "decode_256_steps": [ 56.243324299998676, 56.24548399999867, 56.23707340000692, 56.238940499997625, 56.23813480000308 ], "decode_512_steps": [ 123.3594638999989, 123.3461223000063, 123.35056829999758, 123.35484720000522, 123.36658259999922 ], "decode_1024_steps": [ 288.76696700001503, 288.7808440000299, 288.79934400004004, 288.75160399991273, 288.7798390000853 ], "decode_2048_steps": [ 765.734985999984, 765.8072979999133, 765.9127289999788, 765.7881080000379, 765.7076890000099 ], "decode_4096_steps": [ 2577.397645000019, 2577.3634729999912, 2577.66278400004, 2577.6283139999805, 2577.4801189999152 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": { "compile_4096_steps": [ 1438.8074900000447, 1261.1166919999732, 1261.1901230000058 ], "decode_256_steps": [ 50.30392349999602, 50.30726559999721, 50.30252210000299, 50.28756819999671, 50.31162850000328 ], "decode_512_steps": [ 104.18865489999689, 104.18410159998075, 104.17478060001031, 104.20100409999122, 104.20666280001569 ], "decode_1024_steps": [ 222.84634100014955, 222.87614199990458, 222.82357600010982, 222.81552799995552, 223.01498999991054 ], "decode_2048_steps": [ 505.25663400003396, 505.30597400006627, 504.94752500003415, 505.31779199991433, 504.98005500003273 ], "decode_4096_steps": [ 1260.8207119999406, 1260.7483340000272, 1260.7616430000235, 1260.8193309999933, 1260.9149459999571 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": { "compile_4096_steps": [ 1153.1327069999406, 972.8557779999392, 972.7307680000195 ], "decode_256_steps": [ 49.886697700003424, 49.89056649999384, 49.90198800001053, 49.89560799999708, 49.89728659998036 ], "decode_512_steps": [ 101.36541199999556, 101.37012019999929, 101.35645880000084, 101.3621773000068, 101.35509579999962 ], "decode_1024_steps": [ 209.2022489998726, 209.19199800005117, 209.24964400001045, 209.22464799991758, 209.2302109999764 ], "decode_2048_steps": [ 442.20699399988916, 442.34903500000655, 442.13923300003444, 442.0502479999868, 442.30434199994306 ], "decode_4096_steps": [ 972.7777420000621, 972.8919609999593, 972.659363000048, 972.667397999885, 972.4887820000276 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { "compile_4096_steps": [ 2588.289854000095, 2415.178592000075, 2414.9973520000003 ], "decode_256_steps": [ 55.34072919999744, 55.34052890000112, 55.34731739999188, 55.331291200013766, 55.341599600001246 ], "decode_512_steps": [ 119.89991320001536, 119.8906715000021, 119.89648250000755, 119.88238480000746, 119.889941800011 ], "decode_1024_steps": [ 274.59830200018587, 274.5914580000317, 274.69225499999084, 274.73778700004914, 274.6805320000476 ], "decode_2048_steps": [ 706.349876999866, 706.303324000146, 706.3563669998985, 706.4620910000485, 706.3446550000663 ], "decode_4096_steps": [ 2414.9326979998023, 2415.023703000088, 2415.0427729998682, 2415.42338499994, 2415.4086569999436 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { "compile_4096_steps": [ 1434.3460160000632, 1260.906698999861, 1260.6687679999595 ], "decode_256_steps": [ 50.2502216000039, 50.24775800000043, 50.24641449999763, 50.24752439999247, 50.243240899999364 ], "decode_512_steps": [ 104.15257209999709, 104.15769859998818, 104.15000440000313, 104.1462901000159, 104.15392310001153 ], "decode_1024_steps": [ 222.7476220000426, 222.82725600007325, 222.76900999986537, 222.8446370002075, 222.8963970001132 ], "decode_2048_steps": [ 505.2526540000599, 505.0623319998522, 504.9364510000487, 505.0013150000723, 505.0508080000782 ], "decode_4096_steps": [ 1260.8929579998858, 1260.766848000003, 1260.5793099999119, 1260.8207760001733, 1260.5637030001162 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { "compile_4096_steps": [ 1135.7622489999812, 972.7630190000127, 972.8494640000918 ], "decode_256_steps": [ 49.91072880000047, 49.90127120001944, 49.88407730002109, 49.87685009998586, 49.88667860000078 ], "decode_512_steps": [ 101.3839758000131, 101.36314979999952, 101.37249050001174, 101.3606867000135, 101.34952209998573 ], "decode_1024_steps": [ 209.19056499997168, 209.17649800003346, 209.08745399992767, 209.26596100002826, 209.27331600000798 ], "decode_2048_steps": [ 442.1091770000203, 442.10439800008317, 442.20051599995713, 442.0989099999133, 442.16242600009537 ], "decode_4096_steps": [ 972.6732899998751, 973.0095479999363, 972.80355099997, 972.6147080000374, 972.7408109999942 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { "compile_4096_steps": [ 1801.1416970002756, 1631.7661579996638, 1631.7882270000155 ], "decode_256_steps": [ 53.50371449999329, 53.51114420000158, 53.517600699979084, 53.51696789998641, 53.52066899999954 ], "decode_512_steps": [ 112.63108579996697, 112.63434849997793, 112.62046360002387, 112.62223799999447, 112.62632230000236 ], "decode_1024_steps": [ 247.86299600009443, 247.83477599976322, 247.8384350001761, 247.87069200010592, 247.8272050002488 ], "decode_2048_steps": [ 588.5037990001365, 588.4344770001917, 588.5478290001629, 588.560692000101, 588.5680960000172 ], "decode_4096_steps": [ 1631.4050930000121, 1631.3800320003793, 1631.2537620001422, 1631.4259619998666, 1631.4812890000212 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { "compile_4096_steps": [ 1425.9374600001138, 1263.68901800015, 1263.9816910000263 ], "decode_256_steps": [ 50.408976500011704, 50.41697839997141, 50.41266359999099, 50.41919250002138, 50.41128150000986 ], "decode_512_steps": [ 104.41498260001936, 104.40472210002554, 104.38686120000966, 104.41105280001466, 104.39980090000063 ], "decode_1024_steps": [ 223.4566239999367, 223.36065400031657, 223.36270899995725, 223.33136500037654, 223.49291599994103 ], "decode_2048_steps": [ 506.0814170001322, 506.21250199992573, 506.1330060002547, 506.1068840000189, 506.13904900001216 ], "decode_4096_steps": [ 1263.2417779996103, 1263.137510999968, 1262.9437139999027, 1262.6502260000052, 1262.6685559998805 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { "compile_4096_steps": [ 1120.1285319998533, 974.5773589997953, 974.3822199998249 ], "decode_256_steps": [ 49.9574357000256, 49.954135300004054, 49.95615870002439, 49.95697240001391, 49.95675699997264 ], "decode_512_steps": [ 101.46732950001933, 101.46659600000021, 101.44237549998252, 101.44762389995776, 101.46531259997573 ], "decode_1024_steps": [ 209.43891900014933, 209.41627399997742, 209.4733690000794, 209.32103699988147, 209.4766879999952 ], "decode_2048_steps": [ 442.9105439999148, 442.99032100025215, 442.86543500038533, 442.82660899989423, 442.91594100013754 ], "decode_4096_steps": [ 974.2956489999415, 974.3226390000927, 974.1966749998028, 974.29545399973, 974.4380900001488 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { "compile_4096_steps": [ 1575.3806460002124, 1408.6372229999142, 1408.5898580001412 ], "decode_256_steps": [ 53.05398420000529, 53.05229760001566, 53.051109499983795, 53.05757649998668, 53.04496119997566 ], "decode_512_steps": [ 110.2087499999925, 110.19909449996703, 110.18699829996876, 110.22306009999738, 110.18998790000296 ], "decode_1024_steps": [ 237.6657689997046, 237.41558199981228, 237.5333390000378, 237.44634699960443, 237.26798499956203 ], "decode_2048_steps": [ 545.4636320000645, 545.6333829997675, 545.6829750000907, 545.4744120002033, 545.5306809999456 ], "decode_4096_steps": [ 1408.324150000226, 1408.2699750001666, 1408.2922190000318, 1408.2477209999524, 1408.4269250001853 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { "compile_4096_steps": [ 1407.2391590002553, 1261.8882349997875, 1261.9115210000018 ], "decode_256_steps": [ 50.31765400003678, 50.328300600040166, 50.32284140002048, 50.31401139999616, 50.335013899984915 ], "decode_512_steps": [ 104.23217990000921, 104.22850240001935, 104.21803249996628, 104.21748440003284, 104.22008180003104 ], "decode_1024_steps": [ 222.98245899992253, 223.00640399998883, 222.9105010001149, 222.9532780002046, 222.98316000023988 ], "decode_2048_steps": [ 505.2579240000341, 505.32108099969264, 505.36496500035355, 505.315537000115, 505.19540100003724 ], "decode_4096_steps": [ 1261.779596999986, 1261.2124620000031, 1261.1949409997578, 1261.4001239999197, 1261.331643000176 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { "compile_4096_steps": [ 1121.2504830000398, 972.9484580002463, 972.8966659999969 ], "decode_256_steps": [ 49.91539869997723, 49.89835139999741, 49.913828399985505, 49.89501449999807, 49.903411000013875 ], "decode_512_steps": [ 101.31307149999884, 101.30349949999982, 101.31072890003452, 101.31462370000008, 101.31251530001464 ], "decode_1024_steps": [ 209.19466599980296, 209.21439699986877, 209.16180699987308, 209.18258600022455, 209.11505200001557 ], "decode_2048_steps": [ 442.1199040002648, 442.1228319997681, 442.08476799985874, 442.00320900017687, 442.1026330001041 ], "decode_4096_steps": [ 972.8577620003307, 972.8069289999439, 972.8948350002611, 972.760001000097, 973.1707969999661 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { "compile_4096_steps": [ 1597.632880999754, 1445.1518989999386, 1445.035500999893 ], "decode_256_steps": [ 53.47014669996497, 53.47686629997952, 53.47409900000457, 53.468486800011306, 53.46549840000989 ], "decode_512_steps": [ 111.21966180003255, 111.22113149999677, 111.22306870001921, 111.21517659998972, 111.20433360001698 ], "decode_1024_steps": [ 240.1802909998878, 240.16503200027728, 240.15890000009676, 240.31598300007317, 240.14667099982034 ], "decode_2048_steps": [ 554.759851000199, 554.5455679998668, 554.537990999961, 554.6125989999382, 554.6328640002685 ], "decode_4096_steps": [ 1444.9067509999622, 1445.2378719997796, 1445.0787169998875, 1445.1130310003464, 1444.9721269998008 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { "compile_4096_steps": [ 1417.9985989999295, 1261.914281999907, 1261.6550420002568 ], "decode_256_steps": [ 50.376647900020544, 50.37238929999148, 50.376095499996154, 50.381230499988305, 50.384456699976 ], "decode_512_steps": [ 104.31585970000015, 104.3106077000175, 104.31073720001223, 104.29576120000092, 104.31477160000213 ], "decode_1024_steps": [ 223.0357250000452, 223.17793799993524, 223.11198199986393, 223.12840299991876, 223.05460200004745 ], "decode_2048_steps": [ 505.47640899958424, 505.4694840000593, 505.2388009999049, 505.20069399999556, 505.4074820000096 ], "decode_4096_steps": [ 1261.6670719999092, 1261.6805490001752, 1261.342133999733, 1261.205647999759, 1261.377012000139 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { "compile_4096_steps": [ 1131.5136170001097, 974.377696999909, 974.1133769998669 ], "decode_256_steps": [ 49.928960200031725, 49.93648659997234, 49.92758909997974, 49.926470999980666, 49.92375249998986 ], "decode_512_steps": [ 101.4217791000192, 101.42932849998942, 101.43573089999336, 101.44165579999935, 101.44177070001206 ], "decode_1024_steps": [ 209.3928300000698, 209.35517099997014, 209.4431089999489, 209.39515399959419, 209.37710899988815 ], "decode_2048_steps": [ 442.91629999997895, 442.9306120000547, 442.945932999919, 442.90254800034745, 442.9608420000477 ], "decode_4096_steps": [ 974.2925579998882, 974.2285500001344, 974.2846610001834, 974.3319210001573, 974.1130860002158 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { "compile_4096_steps": [ 1489.2242099999748, 1328.3508869999423, 1328.0734570003006 ], "decode_256_steps": [ 53.39798380000502, 53.37660350000988, 53.38533419999294, 53.388116700034516, 53.39436209997075 ], "decode_512_steps": [ 110.24284979998811, 110.24570399999902, 110.23870809999607, 110.25562899999386, 110.24773459998869 ], "decode_1024_steps": [ 235.06522800016683, 235.00783800000136, 234.99884000011662, 235.08378499991522, 235.11291200020423 ], "decode_2048_steps": [ 532.6776000001701, 532.7723450000121, 532.6428210000813, 532.7592019998519, 532.6389370002289 ], "decode_4096_steps": [ 1328.3987300001172, 1328.3653630001027, 1328.5104900000988, 1328.6829230000876, 1328.2644359996993 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { "compile_4096_steps": [ 1413.93150399972, 1262.4866490000386, 1262.6165289998426 ], "decode_256_steps": [ 50.380782999991425, 50.38693510000485, 50.381926499994734, 50.36905269998897, 50.38401030001296 ], "decode_512_steps": [ 104.33664059996772, 104.33710810002594, 104.32412059999479, 104.34193449996201, 104.32745569996769 ], "decode_1024_steps": [ 223.22381200001473, 223.21743800011973, 223.18088599968178, 223.2600470001671, 223.21987500026808 ], "decode_2048_steps": [ 505.790387000161, 505.82897300000695, 505.905029999667, 505.7779839999057, 505.74559799997587 ], "decode_4096_steps": [ 1262.8153559999191, 1262.5472249997074, 1262.3050570000487, 1262.0499229997222, 1262.4561350003205 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { "compile_4096_steps": [ 1123.8817199996447, 975.6905849999384, 975.7012799996119 ], "decode_256_steps": [ 49.97405770000114, 49.99599870002385, 49.97478459999911, 49.992922499995984, 49.982151099993644 ], "decode_512_steps": [ 101.60070030001407, 101.5891040999577, 101.59842480002226, 101.61288530002821, 101.60901659996853 ], "decode_1024_steps": [ 209.86405100029515, 209.83571599981587, 209.89275100009763, 209.97412699989582, 209.94896599995627 ], "decode_2048_steps": [ 443.6250469998413, 443.64802500012956, 443.67135199991026, 443.5576900000342, 443.62315899979876 ], "decode_4096_steps": [ 975.4022399997666, 975.6253119999201, 975.6612200003474, 975.7087570001204, 975.7160220001424 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { "compile_4096_steps": [ 1396.8150640002932, 1227.650408000045, 1227.8566469999532 ], "decode_256_steps": [ 52.983774599988465, 52.983014299979914, 52.963930299983986, 52.97324660000413, 52.95940870000777 ], "decode_512_steps": [ 108.76461410002776, 108.77288590004355, 108.77419030002784, 108.76658130000578, 108.7805336999736 ], "decode_1024_steps": [ 229.69026399960057, 229.71809899991058, 229.6158330000253, 229.6325950001119, 229.66386000007333 ], "decode_2048_steps": [ 510.9836839997115, 511.08114699991347, 511.0347470003944, 511.0546749997411, 511.02987000012945 ], "decode_4096_steps": [ 1227.7641929999845, 1227.7156430000105, 1227.8219079998962, 1227.9729520000728, 1227.7775949996794 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { "compile_4096_steps": [ 1407.945658999779, 1266.0080870000456, 1265.7952829999886 ], "decode_256_steps": [ 50.59756929999821, 50.60567569998966, 50.59716020000451, 50.60003240000697, 50.6008859999838 ], "decode_512_steps": [ 104.74386969999614, 104.70117919999211, 104.7171373999845, 104.70985439997094, 104.72604340002363 ], "decode_1024_steps": [ 223.9189969996005, 224.05743700028324, 223.9961260002019, 223.88483700024153, 223.88560999979745 ], "decode_2048_steps": [ 507.24945799993293, 507.395188999908, 507.42592100004913, 507.3157430001629, 507.4501980002424 ], "decode_4096_steps": [ 1265.8567089997632, 1266.3244589998612, 1266.1946090001948, 1265.720839000096, 1266.2538280001172 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { "compile_4096_steps": [ 1124.0775139999641, 979.0181240000493, 979.0447440000207 ], "decode_256_steps": [ 50.28063709996786, 50.28567029999067, 50.291267399961725, 50.29383380001491, 50.292354300017905 ], "decode_512_steps": [ 102.17496629998095, 102.18566240000655, 102.18184859995745, 102.2020719000011, 102.1744120999756 ], "decode_1024_steps": [ 210.762141000032, 210.9718649999195, 210.84667900004206, 210.83502800001952, 211.1034990002736 ], "decode_2048_steps": [ 445.37017899983766, 445.49017600002117, 445.35585299991, 445.3803169999446, 445.46875500009264 ], "decode_4096_steps": [ 978.9879460004158, 978.9986060000047, 979.0800840000884, 978.9177669999845, 978.9225859999533 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { "compile_4096_steps": [ 1381.3262920002671, 1225.8073180000792, 1226.0398989997157 ], "decode_256_steps": [ 53.62579489997188, 53.6309860000074, 53.62692170001537, 53.63585760001115, 53.63206510000964 ], "decode_512_steps": [ 110.08052649999627, 110.0777991999621, 110.07758980003928, 110.07753630001389, 110.05232619995695 ], "decode_1024_steps": [ 231.9429679996574, 231.97152500006268, 232.14077700004054, 232.00520099999267, 232.19377900022664 ], "decode_2048_steps": [ 514.0664199998355, 514.0923310000289, 514.145107999866, 514.1172139997252, 514.2865750003693 ], "decode_4096_steps": [ 1226.1106920000202, 1225.975985000332, 1225.9687920000033, 1226.0801880001964, 1225.9893479999846 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { "compile_4096_steps": [ 1422.0358459997442, 1282.4940930004232, 1282.2494349998124 ], "decode_256_steps": [ 51.548108699989825, 51.55236840000725, 51.54818780001733, 51.549279899973044, 51.55240550002418 ], "decode_512_steps": [ 106.60483720002958, 106.62222909995762, 106.61741620001521, 106.60975060000055, 106.606377099979 ], "decode_1024_steps": [ 227.70919200002027, 227.73139700029787, 227.64043899996977, 227.7105279999887, 227.78693400005068 ], "decode_2048_steps": [ 515.2278269997623, 515.2006619996428, 515.3786089999812, 515.3513099999145, 515.293761999601 ], "decode_4096_steps": [ 1282.3743579997426, 1282.4741480003468, 1282.3921560002418, 1282.367319000059, 1282.4343760003103 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { "compile_4096_steps": [ 1137.5365630001397, 983.572439999989, 983.5400689999005 ], "decode_256_steps": [ 50.57071409996752, 50.57637020004222, 50.578202499991676, 50.582061599970984, 50.58197929997732 ], "decode_512_steps": [ 102.74690430001101, 102.7639143000215, 102.7405866999743, 102.73154129999966, 102.75523859995701 ], "decode_1024_steps": [ 212.01119299985294, 212.09950599995864, 211.97649799978535, 212.09229299984145, 212.0286119998127 ], "decode_2048_steps": [ 447.55043700024544, 447.618894000243, 447.4324920001891, 447.48290300003646, 447.5615880000987 ], "decode_4096_steps": [ 983.4874630000741, 983.745450999777, 983.7106310001218, 983.8294910000513, 983.7962619999416 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": { "compile_4096_steps": [ 1388.0686140000762, 1235.0334720003957, 1234.981967999829 ], "decode_256_steps": [ 56.156856899997365, 56.15910800001984, 56.17073620001065, 56.16168589999688, 56.16204150001067 ], "decode_512_steps": [ 112.32246780000423, 112.29759400002877, 112.30814519999512, 112.31047769997531, 112.31476469997688 ], "decode_1024_steps": [ 236.5747880003255, 236.57738600013545, 236.61108799979047, 236.54741100017418, 236.55239499976233 ], "decode_2048_steps": [ 521.0468889999902, 521.111380000093, 521.0376039999574, 520.9895829998459, 520.9939659998781 ], "decode_4096_steps": [ 1235.1986769999712, 1235.2396700002828, 1235.3323209999871, 1235.4791349998777, 1235.1095660001192 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": { "compile_4096_steps": [ 1458.411643999625, 1311.272609000298, 1311.578940000345 ], "decode_256_steps": [ 54.98268100000132, 54.98020740001266, 54.97002970000722, 54.975976200012155, 54.97957830002633 ], "decode_512_steps": [ 109.9442586999885, 109.94630420000249, 109.94122660003995, 109.92085870002484, 109.92546150000635 ], "decode_1024_steps": [ 234.5944660000896, 234.45956099976684, 234.46842700013804, 234.43558899998607, 234.54411400007302 ], "decode_2048_steps": [ 529.389829000138, 529.2114290000427, 529.303703000096, 529.3081169998004, 529.1803439999967 ], "decode_4096_steps": [ 1311.0538619998806, 1311.3763319997815, 1311.488441000165, 1310.9454089999417, 1311.1817409999276 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": { "compile_4096_steps": [ 1137.9722379997474, 996.049359999688, 995.7163520002723 ], "decode_256_steps": [ 52.29899740002111, 52.30346319999626, 52.2931035000056, 52.30001360000642, 52.304735400002755 ], "decode_512_steps": [ 104.58418050002365, 104.57269020002968, 104.56547510002565, 104.5847018999666, 104.5771663999858 ], "decode_1024_steps": [ 215.72483599993575, 215.64497400004257, 215.63671600006273, 215.60623999994277, 215.5758799999603 ], "decode_2048_steps": [ 453.9005880001241, 453.9450739998756, 454.00178500040056, 454.05267600017396, 453.9602959998774 ], "decode_4096_steps": [ 995.814836000136, 996.0426539996661, 995.8574219999718, 995.8578969999508, 995.8728689998679 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { "compile_4096_steps": [ 1443.9664569999877, 1284.630358999948, 1284.4436529999257 ], "decode_256_steps": [ 62.373751399991306, 62.389443900019614, 62.389411699996344, 62.41655740000169, 62.39442359997156 ], "decode_512_steps": [ 124.95885100020132, 124.96196400002191, 124.92748949989618, 124.95151800021631, 124.92422550008087 ], "decode_1024_steps": [ 249.70173400015483, 249.58173699997133, 249.6155759999965, 249.58733299990854, 249.70462700002827 ], "decode_2048_steps": [ 546.5215819999685, 546.7287860001306, 546.6435550001734, 546.5440910002144, 546.6666009997425 ], "decode_4096_steps": [ 1284.5857470001647, 1284.6193780001158, 1284.503882000081, 1284.9257890002264, 1284.6146540000518 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { "compile_4096_steps": [ 1525.6763679999494, 1375.1321039999311, 1375.3785760000028 ], "decode_256_steps": [ 62.36195060000682, 62.34136379998745, 62.353521700015335, 62.342832000013004, 62.34550500003024 ], "decode_512_steps": [ 124.86848799994732, 124.84074899998632, 124.79545550013427, 124.862661500174, 124.67418239998551 ], "decode_1024_steps": [ 249.53731799996604, 249.4932780000454, 249.52004799979477, 249.59315400019477, 249.52761399981682 ], "decode_2048_steps": [ 560.613875999934, 560.6961299999966, 560.651596000298, 560.7700619998468, 560.7303669999055 ], "decode_4096_steps": [ 1375.6863890002933, 1375.307161999899, 1375.3994680000687, 1375.5923609996898, 1376.0275760000695 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { "compile_4096_steps": [ 1162.8253899998526, 1019.1689509997559, 1019.6019780000825 ], "decode_256_steps": [ 55.526593400009006, 55.53856770002312, 55.532929499986494, 55.53088910000952, 55.52784950000387 ], "decode_512_steps": [ 111.04855859998679, 111.05417700000544, 111.03906690000258, 111.0518461999618, 111.05400240003291 ], "decode_1024_steps": [ 222.3411740001211, 222.28311999970174, 222.3505350002597, 222.1822090000387, 222.31683700010763 ], "decode_2048_steps": [ 466.4157729998806, 466.46780199989735, 466.6128389999358, 466.49642099964694, 466.580249999879 ], "decode_4096_steps": [ 1019.1661090002526, 1019.298087000152, 1019.2592910002531, 1019.3513930003064, 1019.4486999998844 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": { "compile_4096_steps": [ 1374.2073440002969, 1374.376305000169, 1374.4695489999685 ], "decode_256_steps": [ 74.51003660003153, 74.51615380000476, 74.51955940000516, 74.5202898000116, 74.51579240000683 ], "decode_512_steps": [ 149.18562050002038, 149.15924150000137, 149.22311999998783, 149.24203650025447, 149.2336690000684 ], "decode_1024_steps": [ 298.2403759997396, 298.21757999980036, 298.22370399961073, 298.25602800019624, 298.1762220001656 ], "decode_2048_steps": [ 596.1276779999025, 596.3090709997232, 596.0959680000997, 596.1481189997357, 595.982751000065 ], "decode_4096_steps": [ 1374.2851999995764, 1374.5328529998915, 1374.4708389999687, 1374.4681210000635, 1374.4804789998852 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": { "compile_4096_steps": [ 1500.6210659998942, 1500.903874999949, 1500.6810039999436 ], "decode_256_steps": [ 77.787456499982, 77.78546899999128, 77.78971959996852, 77.78663259996392, 77.78957760001504 ], "decode_512_steps": [ 155.7743194998693, 155.7330749999437, 155.7451010000932, 155.74737899987667, 155.73368400009713 ], "decode_1024_steps": [ 311.26356799995847, 311.30118500004755, 311.315852000007, 311.2882810000883, 311.33669499968164 ], "decode_2048_steps": [ 622.3446649996731, 622.3731190002582, 622.3485150003398, 622.3513140002979, 622.2644720000972 ], "decode_4096_steps": [ 1501.5187910003078, 1501.6461360000903, 1501.5606080000907, 1501.10992000009, 1500.9827540002334 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": { "compile_4096_steps": [ 1061.2771640003302, 1061.2537440001688, 1061.2576980001904 ], "decode_256_steps": [ 61.00858680001693, 61.00873509999474, 61.00399510000898, 60.9940639999877, 60.991934499998024 ], "decode_512_steps": [ 122.10680499993032, 122.19031599988739, 122.16029149999486, 122.21650949982177, 122.10478950009929 ], "decode_1024_steps": [ 244.11387299960552, 244.30012899983922, 244.32174000003215, 244.34413700009827, 244.17026799983432 ], "decode_2048_steps": [ 488.0380069998864, 488.0766539999968, 488.0262340002446, 488.1176849999065, 488.20068299983177 ], "decode_4096_steps": [ 1061.532977999832, 1061.4026519997424, 1061.102044999643, 1061.4752550000048, 1061.4358199995877 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": { "compile_4096_steps": [ 1557.5377860000117, 1557.7817080002205, 1557.7033409999785 ], "decode_256_steps": [ 97.34949419998884, 97.34942160002902, 97.37075929997445, 97.36092780003673, 97.34877659998347 ], "decode_512_steps": [ 194.81298499999866, 194.90958400001546, 194.8839130000124, 194.8538940000617, 194.83018999994783 ], "decode_1024_steps": [ 389.6308000003046, 389.58008400004474, 389.49074499987546, 389.50191599997197, 389.60732599980474 ], "decode_2048_steps": [ 778.8216949998059, 778.8139730000694, 778.8541310001165, 779.0228509998087, 778.7808050002241 ], "decode_4096_steps": [ 1558.0183380002381, 1557.4114079995525, 1557.4422469999263, 1557.6029789999666, 1557.682098999976 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": { "compile_4096_steps": [ 1757.865233999837, 1758.0161110004155, 1757.5257339999553 ], "decode_256_steps": [ 109.82176580000669, 109.81353970000782, 109.8426369000208, 109.83993660001943, 109.85841450001317 ], "decode_512_steps": [ 220.01291299966397, 219.95211499961442, 219.94146799988812, 219.9280620002355, 219.97643899976538 ], "decode_1024_steps": [ 439.7513419999086, 439.6393080000962, 439.41498699996373, 439.63044799966156, 439.7455710000031 ], "decode_2048_steps": [ 879.0242879999823, 879.3137239999851, 879.5188549997874, 878.927707999992, 878.9626309999221 ], "decode_4096_steps": [ 1757.411133000005, 1756.9844089998696, 1757.2261929999513, 1757.337423000081, 1758.0426910003553 ] }, "(dim=256, max_sequence_len=4096, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": { "compile_4096_steps": [ 1147.468273999948, 1147.6294740000412, 1147.6314319997982 ], "decode_256_steps": [ 71.75243760002559, 71.74238410002545, 71.70972600001733, 71.73081360001561, 71.71796500001619 ], "decode_512_steps": [ 143.5974799996984, 143.72141200010446, 143.59549749997313, 143.60893949992715, 143.61798749996524 ], "decode_1024_steps": [ 287.02265599986276, 287.0979979998083, 286.84670000029655, 287.04232400014007, 286.9402239998635 ], "decode_2048_steps": [ 573.8438349999342, 573.9134030000059, 573.8685030000852, 573.7406120001651, 573.7744329999259 ], "decode_4096_steps": [ 1147.5451039996187, 1147.4686349997683, 1147.6394649998838, 1147.568758000034, 1147.7119420001145 ] }, "(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { "compile_8192_steps": [ 5843.289064000146, 5843.4563040000285, 5843.619912000122 ], "decode_256_steps": [ 182.8368070000579, 182.80050549992666, 182.8809655000896, 182.8561405000073, 182.81983399992896 ], "decode_512_steps": [ 365.47169999994367, 365.62948500022685, 365.45276299966645, 365.52178099964294, 365.497194999989 ], "decode_1024_steps": [ 730.6485650001378, 730.7294969996292, 730.8087690003049, 730.5123310002273, 730.6139449997318 ], "decode_2048_steps": [ 1461.0655020001104, 1461.13291499978, 1461.303566999959, 1461.085407000155, 1461.0515580002357 ], "decode_4096_steps": [ 2921.9847899998967, 2922.2599810000247, 2921.879726000043, 2921.92951800007, 2921.670445000018 ], "decode_8192_steps": [ 5844.1944869996405, 5843.4695990004, 5843.667360999461, 5843.585422000615, 5843.408363999515 ] }, "(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_8192_steps": [ 6856.879074999597, 6856.676305999827, 6857.916021000165 ], "decode_256_steps": [ 214.6557579999353, 214.7114330000477, 214.7364660004314, 214.71467399987887, 214.6260829995299 ], "decode_512_steps": [ 429.05428299945925, 429.02502699962497, 428.96222100080195, 429.0070389997709, 428.96366700006183 ], "decode_1024_steps": [ 857.6100720001705, 857.8177640001741, 857.8312770005141, 857.6725619996068, 857.745512999827 ], "decode_2048_steps": [ 1714.4103370001176, 1715.2195019998544, 1715.3231470001629, 1715.3016849997584, 1714.9543169998651 ], "decode_4096_steps": [ 3429.8332680000385, 3428.7342620000345, 3428.1745349999255, 3427.9225519994725, 3428.732786999717 ], "decode_8192_steps": [ 6856.34806500002, 6855.077002000144, 6856.144826999298, 6856.230096000218, 6858.326044000023 ] }, "(dim=256, max_sequence_len=8192, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { "compile_8192_steps": [ 4321.942155000215, 4321.696556999996, 4320.96058299976 ], "decode_256_steps": [ 135.4153860002043, 135.35009299948797, 135.25102199992034, 135.26047750019643, 135.45963050000864 ], "decode_512_steps": [ 270.3738999998677, 270.3869819997635, 270.3725819992542, 270.52002400068886, 270.4824409993307 ], "decode_1024_steps": [ 540.4736840000623, 540.3960009998627, 540.3212100000019, 540.5204270000468, 540.380157999607 ], "decode_2048_steps": [ 1080.7519659992977, 1080.5121079993114, 1080.4500089998328, 1080.680828000368, 1080.68460100003 ], "decode_4096_steps": [ 2161.225753000508, 2161.045603000275, 2161.0767809997924, 2160.979893000331, 2160.844420000103 ], "decode_8192_steps": [ 4321.523999999954, 4322.238800999912, 4322.139853000408, 4322.3247440000705, 4322.316149000471 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": { "compile_8192_steps": [ 1736839.8238720002, 10724.348712999927, 10723.810137000328 ], "decode_256_steps": [ 98.57876580008451, 98.57584239998687, 98.57238849999703, 98.55871409999963, 98.57122100002016 ], "decode_512_steps": [ 208.97550199970283, 208.9816219995555, 209.11580299980415, 208.92166499925224, 209.02009200017346 ], "decode_1024_steps": [ 460.435576999771, 460.2703609998571, 460.2526720000242, 460.2938460002406, 460.2505689999816 ], "decode_2048_steps": [ 1103.4591179995914, 1103.4361169995464, 1103.382278999561, 1103.4282559994608, 1103.4673300000577 ], "decode_4096_steps": [ 3261.0372530007226, 3260.726421999607, 3260.999025000274, 3260.828391999894, 3260.9533559998454 ], "decode_8192_steps": [ 10724.160575000496, 10723.661792000712, 10723.98838799927, 10724.173169000096, 10724.718358000246 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_8192_steps": [ 1613883.1544220003, 4857.2267310000825, 4856.700356000147 ], "decode_256_steps": [ 92.67812870002672, 92.68289849997018, 92.684919399926, 92.68841129996872, 92.68518749995565 ], "decode_512_steps": [ 188.98754760002703, 188.9945171999898, 188.98982460004845, 188.98721710002064, 188.9679224000247 ], "decode_1024_steps": [ 392.58627199978946, 392.5981829997909, 392.47454999986076, 392.6408449997325, 392.5063399992723 ], "decode_2048_steps": [ 844.2432920001011, 844.1249010002139, 844.3248919993493, 844.2951649994939, 844.1812829996707 ], "decode_4096_steps": [ 1928.4431230007613, 1928.5145769999872, 1928.4707839997282, 1928.467990000172, 1928.364499000054 ], "decode_8192_steps": [ 4855.88213400024, 4856.18429599981, 4856.095250999715, 4855.935773000056, 4855.874485999266 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": { "compile_8192_steps": [ 1618672.085909001, 3644.920471999285, 3645.26787000068 ], "decode_256_steps": [ 92.33230760000879, 92.34131839984911, 92.34697819993016, 92.33201209990511, 92.35051630003 ], "decode_512_steps": [ 186.33812589996523, 186.35411100003694, 186.35708359997807, 186.35399900013, 186.33870930007106 ], "decode_1024_steps": [ 379.42621699949086, 379.4155920004414, 379.3160599998373, 379.40787600018666, 379.457678000108 ], "decode_2048_steps": [ 782.6717749994714, 782.701496998925, 782.541124999625, 782.723136999266, 782.7935259992955 ], "decode_4096_steps": [ 1652.9785570000968, 1652.9110550000041, 1652.8298600005655, 1652.8878860008263, 1652.7878109991434 ], "decode_8192_steps": [ 3644.474127000649, 3644.7100440000213, 3645.069648999197, 3644.9182969990943, 3644.7488909998356 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { "compile_8192_steps": [ 1721145.6916080005, 10723.409311000069, 10723.108490999948 ], "decode_256_steps": [ 98.65384879994963, 98.64585190007347, 98.65543640007672, 98.64865929994266, 98.65564800002176 ], "decode_512_steps": [ 209.0732910000952, 209.14107200042054, 209.19171899913636, 209.12547699845163, 209.08364599927154 ], "decode_1024_steps": [ 459.91912400131696, 459.9058640014846, 459.8619860007602, 459.8929969997698, 459.92794999983744 ], "decode_2048_steps": [ 1102.8838199999882, 1102.6750399996672, 1102.8148450004664, 1102.7994340001896, 1102.8029629997036 ], "decode_4096_steps": [ 3256.8621929985966, 3256.854471999759, 3256.8144670003676, 3256.495551999251, 3256.4514320001763 ], "decode_8192_steps": [ 10722.961573999783, 10723.351481001373, 10723.015577999831, 10723.888256999999, 10723.112226000012 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { "compile_8192_steps": [ 1613119.5838170005, 4860.222301998874, 4859.347241999785 ], "decode_256_steps": [ 92.78535220000776, 92.78569199996127, 92.78742779988534, 92.7943532999052, 92.7878241000144 ], "decode_512_steps": [ 189.21039659999224, 189.19075780013372, 189.19140229991172, 189.17540269994788, 189.19415529999242 ], "decode_1024_steps": [ 393.0301260006672, 392.9206909997447, 392.9084849987703, 392.9640960013785, 392.96248000027845 ], "decode_2048_steps": [ 845.1136339990626, 844.9741509994055, 845.2338459992461, 845.0398520017188, 845.0209960010397 ], "decode_4096_steps": [ 1930.3449119997822, 1930.0717539990728, 1930.2163270003803, 1930.154429999675, 1930.0565369994729 ], "decode_8192_steps": [ 4859.252271999139, 4859.545497998624, 4859.365006001099, 4859.391734000383, 4859.513596000397 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { "compile_8192_steps": [ 1617628.413092001, 3649.9693019995902, 3649.6230920001835 ], "decode_256_steps": [ 92.48822190002102, 92.49110849996214, 92.48589660001016, 92.48322019993793, 92.50113699999929 ], "decode_512_steps": [ 186.62933860014164, 186.63521759990545, 186.6372112001045, 186.64442469998903, 186.63577160004934 ], "decode_1024_steps": [ 380.1293659998919, 380.0692610002443, 379.990262001229, 380.03518899859046, 380.06553100058227 ], "decode_2048_steps": [ 783.7455730004876, 783.8951370013092, 783.8546200000565, 783.9595820005343, 783.8042280000082 ], "decode_4096_steps": [ 1655.2743510001164, 1655.1324259999092, 1655.3113919999305, 1655.1962069988804, 1655.1915039999585 ], "decode_8192_steps": [ 3649.563868999394, 3649.6423899989168, 3649.403347999396, 3649.9989370004187, 3649.806425000861 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": { "compile_8192_steps": [ 10787.963388998833, 10589.362897000683, 10589.27244500046 ], "decode_256_steps": [ 98.81917579987203, 98.81537119999848, 98.81756930008123, 98.83117490007862, 98.81928369995876 ], "decode_512_steps": [ 209.0018359995156, 208.9081209996948, 208.89326599899505, 208.94395499999519, 208.8984639995033 ], "decode_1024_steps": [ 458.6120719995961, 458.55880900126067, 458.59582899902307, 458.464350000213, 458.59710600052495 ], "decode_2048_steps": [ 1097.7249030001985, 1097.5528979997762, 1097.5729339988902, 1097.6211810011591, 1097.5579980004113 ], "decode_4096_steps": [ 3230.810926999766, 3230.63420499966, 3230.501505000575, 3230.4216499996983, 3230.4175879999093 ], "decode_8192_steps": [ 10589.29239400095, 10588.96861500034, 10589.32167400053, 10589.174665001337, 10588.80063000106 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": { "compile_8192_steps": [ 5054.69537099998, 4859.576430000743, 4858.98122800063 ], "decode_256_steps": [ 92.73700710000412, 92.73349129980488, 92.72969010016823, 92.74543989995436, 92.72889109997777 ], "decode_512_steps": [ 189.07089109998196, 189.0656780997233, 189.06968090013834, 189.06807980019948, 189.06605100019078 ], "decode_1024_steps": [ 392.872003998491, 392.84606799992616, 392.8484740026761, 392.96952600125223, 392.88395900075557 ], "decode_2048_steps": [ 845.1277620006294, 845.2077789988834, 845.0522790008108, 845.0978910004778, 845.0458079969394 ], "decode_4096_steps": [ 1930.4106529998535, 1930.449901999964, 1930.4733610006224, 1930.0861980009358, 1930.4031319989008 ], "decode_8192_steps": [ 4858.822682999744, 4858.692688998417, 4858.6038229987025, 4859.789121997892, 4859.262897996814 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": { "compile_8192_steps": [ 3835.8293599994795, 3646.7934899992542, 3646.9560229998024 ], "decode_256_steps": [ 92.34790310001699, 92.35518479981693, 92.344514800061, 92.35441790006007, 92.35514840001997 ], "decode_512_steps": [ 186.32271399983438, 186.32247819987242, 186.30183310015127, 186.31650050010649, 186.30794870005047 ], "decode_1024_steps": [ 379.32008800271433, 379.40521800192073, 379.37467400115565, 379.3510690011317, 379.3788629991468 ], "decode_2048_steps": [ 782.8240919989184, 782.8018360014539, 782.7394639971317, 782.8045139976894, 782.6309179981763 ], "decode_4096_steps": [ 1653.254138000193, 1653.1640169996535, 1653.6160910000035, 1653.542648000439, 1653.6521439993521 ], "decode_8192_steps": [ 3646.797109002364, 3646.863674999622, 3647.103576000518, 3647.130847999506, 3646.9573590002256 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { "compile_8192_steps": [ 10199.946628999896, 10011.301474001812, 10011.81910699961 ], "decode_256_steps": [ 97.8991264000797, 97.8995441000734, 97.87993079989974, 97.8728152000258, 97.88002220011549 ], "decode_512_steps": [ 205.26317999974708, 205.2497869990475, 205.2282769982412, 205.338109000877, 205.17531700170366 ], "decode_1024_steps": [ 444.95468599779997, 445.1839840003231, 445.05378100075177, 445.14380200052983, 444.98603499960154 ], "decode_2048_steps": [ 1041.8314250018739, 1041.7839610017836, 1041.8867509979464, 1041.781080999499, 1041.724989998329 ], "decode_4096_steps": [ 3077.567057000124, 3077.4904460013204, 3077.5235469991458, 3077.4644219964102, 3077.5309999989986 ], "decode_8192_steps": [ 10010.638969000865, 10010.01893600187, 10011.047662999772, 10010.7564860009, 10011.200166998606 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { "compile_8192_steps": [ 5047.883002000162, 4861.828262000927, 4861.89178299901 ], "decode_256_steps": [ 92.75361970030644, 92.76831399984076, 92.7574874000129, 92.76269589972799, 92.76163770009589 ], "decode_512_steps": [ 189.22953850014892, 189.22951470012777, 189.21047690018895, 189.21764219994657, 189.23176329990383 ], "decode_1024_steps": [ 393.1437869978254, 393.1203789979918, 393.1623579992447, 393.0435190013668, 393.1483890009986 ], "decode_2048_steps": [ 845.6577750002907, 845.7374290010193, 845.619692998298, 845.5524989985861, 845.6325289989763 ], "decode_4096_steps": [ 1931.4548439979262, 1931.296258000657, 1931.311388998438, 1931.1948110007506, 1931.2482810018992 ], "decode_8192_steps": [ 4861.576365998189, 4861.214368000219, 4861.540908001189, 4862.411255999177, 4862.125150997599 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { "compile_8192_steps": [ 3816.886736000015, 3649.013581001782, 3648.865523002314 ], "decode_256_steps": [ 92.40058709983714, 92.39555329986615, 92.39466170001833, 92.39710660003766, 92.3857637000765 ], "decode_512_steps": [ 186.4608904998022, 186.46255999992718, 186.4642880998872, 186.44639189988084, 186.45246160012903 ], "decode_1024_steps": [ 379.6889810000721, 379.72693799747503, 379.68478800030425, 379.7111929998209, 379.7049889981281 ], "decode_2048_steps": [ 783.4620060020825, 783.3818969993445, 783.2401159976143, 783.4233459980169, 783.3158190005634 ], "decode_4096_steps": [ 1654.6653709992825, 1654.7638850024668, 1654.5718199995463, 1654.728815999988, 1654.5823859996744 ], "decode_8192_steps": [ 3649.2256640012783, 3649.529292997613, 3649.259092999273, 3649.4911490008235, 3649.2622080004367 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { "compile_8192_steps": [ 7231.729851002456, 7062.4069570003485, 7062.6684420021775 ], "decode_256_steps": [ 96.12361770014104, 96.12365709981532, 96.12547930009896, 96.12685889987915, 96.13440409993927 ], "decode_512_steps": [ 197.9261291999137, 197.92570710014843, 197.92677989971708, 197.9221685000084, 197.91410809993977 ], "decode_1024_steps": [ 418.3507749985438, 418.44287600179086, 418.37641499660094, 418.3133340011409, 418.4083330001158 ], "decode_2048_steps": [ 929.0103189996444, 929.3408989979071, 929.1492820011626, 929.0744369973254, 929.1263289997005 ], "decode_4096_steps": [ 2316.112823002186, 2316.231880002306, 2316.0129580028297, 2316.4157920000434, 2316.6857010000967 ], "decode_8192_steps": [ 7062.532488998841, 7062.573400999099, 7062.077398000838, 7062.50186699981, 7062.496595000994 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { "compile_8192_steps": [ 5015.1013049980975, 4859.1785360004, 4859.231827002077 ], "decode_256_steps": [ 92.7076316998864, 92.71077590019559, 92.70788600006199, 92.71319620020222, 92.69631300012406 ], "decode_512_steps": [ 189.02219490009884, 189.01718639972387, 189.0154831999098, 189.00959829989006, 189.01778090003063 ], "decode_1024_steps": [ 392.8186360026302, 392.90349400107516, 392.91280999896117, 392.82087799801957, 392.9448039998533 ], "decode_2048_steps": [ 845.1256389998889, 845.1559419991099, 845.15103800004, 845.2809680020437, 845.2210260002175 ], "decode_4096_steps": [ 1930.3975619986886, 1930.0014309992548, 1929.9606019994826, 1930.0785429986718, 1930.2775069991185 ], "decode_8192_steps": [ 4858.7557099999685, 4860.013329998765, 4859.98144900077, 4859.631773000729, 4859.55563799871 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { "compile_8192_steps": [ 3809.4320140007767, 3648.504206998041, 3648.0162420011766 ], "decode_256_steps": [ 92.39981940008875, 92.40779310021026, 92.40851780014054, 92.41643839995959, 92.41035960003501 ], "decode_512_steps": [ 186.43856659982703, 186.41208580011153, 186.4112784001918, 186.41305839992128, 186.4040563999879 ], "decode_1024_steps": [ 379.6514850000676, 379.57670299874735, 379.7596650001651, 379.6742919985263, 379.62632500057225 ], "decode_2048_steps": [ 783.077828000387, 783.0889469987596, 783.1271499999275, 783.0220729993016, 783.144816999993 ], "decode_4096_steps": [ 1654.123210999387, 1654.1596240022045, 1654.1665229997307, 1654.1419200002565, 1654.2736110022815 ], "decode_8192_steps": [ 3648.4578370000236, 3648.3007189999626, 3648.6230680020526, 3648.367755002255, 3648.468065999623 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { "compile_8192_steps": [ 5585.77658500144, 5421.652080000058, 5421.575997999753 ], "decode_256_steps": [ 95.5453435999516, 95.55775110020477, 95.5505126999924, 95.55103689999669, 95.5575135001709 ], "decode_512_steps": [ 195.29720089994953, 195.29385280002316, 195.29375310012256, 195.290055499936, 195.29202740013716 ], "decode_1024_steps": [ 407.51612299936824, 407.5289080028597, 407.4175209971145, 407.4081889993977, 407.4290390017268 ], "decode_2048_steps": [ 885.1844809978502, 885.368916002335, 885.2505540016864, 885.1656789993285, 885.1515110000037 ], "decode_4096_steps": [ 2089.2462310002884, 2089.4321640007547, 2089.4858300016494, 2089.4523079987266, 2089.5752040014486 ], "decode_8192_steps": [ 5421.632606998173, 5421.577961998992, 5421.624986996903, 5421.203873000195, 5421.4048240028205 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { "compile_8192_steps": [ 5020.39617400078, 4862.739211999724, 4863.427103002323 ], "decode_256_steps": [ 92.8243886999553, 92.83667170020635, 92.83145830013382, 92.83026539997081, 92.82335470015823 ], "decode_512_steps": [ 189.44580500101438, 189.41409649960406, 189.50500499886402, 189.4527054992068, 189.41465850002714 ], "decode_1024_steps": [ 393.11677000296186, 393.1434669975715, 393.1046999969112, 393.1984230002854, 393.2056189987634 ], "decode_2048_steps": [ 845.7462170008512, 845.7653680015937, 845.7554140004504, 845.7526190031786, 845.7416689998354 ], "decode_4096_steps": [ 1931.6059190023225, 1931.627509999089, 1931.397629003186, 1931.4564369997242, 1931.4266009969288 ], "decode_8192_steps": [ 4862.597667000955, 4862.117271000898, 4862.072709998756, 4861.803447998682, 4861.994049002533 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { "compile_8192_steps": [ 3807.3997660030727, 3651.8460269981006, 3652.0267090018024 ], "decode_256_steps": [ 92.48700850002933, 92.49169640024775, 92.47308529993461, 92.47557629969378, 92.48286290021497 ], "decode_512_steps": [ 186.81669199941098, 186.79770000017015, 186.8121980005526, 186.81390949859633, 186.78308749986172 ], "decode_1024_steps": [ 380.01760599945555, 380.1143550008419, 380.01025400080835, 380.0462789986341, 379.90533099946333 ], "decode_2048_steps": [ 784.0400950008188, 783.9553989979322, 784.1010660013126, 783.8527050007542, 784.0062700015551 ], "decode_4096_steps": [ 1656.0458189997007, 1655.8472549986618, 1655.8680960006313, 1655.7620269995823, 1655.973963002907 ], "decode_8192_steps": [ 3651.967069999955, 3652.3401079975883, 3652.022439000575, 3652.2203140011698, 3651.9206119992305 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { "compile_8192_steps": [ 5732.054143998539, 5578.462137997121, 5578.256363001856 ], "decode_256_steps": [ 95.95537149980373, 95.95416629999818, 95.950262399856, 95.95900609965611, 95.95983530016383 ], "decode_512_steps": [ 196.57927449770796, 196.53256600031455, 196.5679575005197, 196.5144504993077, 196.54996300232597 ], "decode_1024_steps": [ 410.3924669980188, 410.2705179975601, 410.33081400019, 410.30884299834725, 410.42216699861456 ], "decode_2048_steps": [ 894.2349210010434, 894.274800997664, 894.327350997628, 894.1936720002559, 894.3324630017742 ], "decode_4096_steps": [ 2129.423107999173, 2129.2187590006506, 2129.179273000773, 2129.3100229995616, 2129.2588249998516 ], "decode_8192_steps": [ 5578.181028999097, 5578.502232001483, 5578.366793000896, 5578.491092001059, 5578.044846999546 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { "compile_8192_steps": [ 5020.25599800254, 4866.522038999392, 4865.767062001396 ], "decode_256_steps": [ 92.86626970024372, 92.88750919986342, 92.8653804003261, 92.85812169982819, 92.86480080008914 ], "decode_512_steps": [ 189.58911900153907, 189.57257550027862, 189.59411199830356, 189.60770850026165, 189.61688550007239 ], "decode_1024_steps": [ 393.49411399962264, 393.44403200084344, 393.37201200032723, 393.42479800325236, 393.5004490012943 ], "decode_2048_steps": [ 846.4620720005769, 846.3207089989737, 846.2931710018893, 846.3404169997375, 846.3422550012183 ], "decode_4096_steps": [ 1933.0908350020763, 1933.219079997798, 1933.2140309998067, 1933.2495869966806, 1933.2407880028768 ], "decode_8192_steps": [ 4864.802177999081, 4863.566788000753, 4865.369409999403, 4864.966668999841, 4866.020932000538 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { "compile_8192_steps": [ 3804.6704420012247, 3653.537050002342, 3653.10277199751 ], "decode_256_steps": [ 92.51980509980058, 92.5217308998981, 92.530985600024, 92.52374159987085, 92.50990120017377 ], "decode_512_steps": [ 186.90919149958063, 186.91689150182356, 186.9594159998087, 186.90443799823697, 186.92836449918104 ], "decode_1024_steps": [ 380.1975139977003, 380.22462200024165, 380.22752100005164, 380.19231100042816, 380.210328999965 ], "decode_2048_steps": [ 784.3585869995877, 784.3009889984387, 784.3528129997139, 784.3050390001736, 784.2949619989668 ], "decode_4096_steps": [ 1656.799589000002, 1656.6464569987147, 1656.5954639991105, 1656.7547129998275, 1656.7183070001192 ], "decode_8192_steps": [ 3653.2165770004212, 3653.2275379977364, 3653.294829000515, 3653.4731310021016, 3653.513433000626 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { "compile_8192_steps": [ 5168.731585999922, 5010.942410997814, 5010.698779999075 ], "decode_256_steps": [ 95.676820099834, 95.67122090011253, 95.6743971000833, 95.680152299974, 95.6915704999119 ], "decode_512_steps": [ 195.1961635004409, 195.11542149848538, 195.11259049977525, 195.11903599959624, 195.11321499885526 ], "decode_1024_steps": [ 404.37952499996754, 404.44450399809284, 404.3192680001084, 404.35491199968965, 404.33384599964484 ], "decode_2048_steps": [ 868.9090070001839, 868.8558350004314, 868.6699229983788, 868.7851100003172, 868.9062660014315 ], "decode_4096_steps": [ 1997.33222100258, 1997.3085609999544, 1997.0543859999452, 1997.344763000001, 1997.191008998925 ], "decode_8192_steps": [ 5010.534018001636, 5010.4433779997635, 5010.659357001714, 5010.516327001824, 5010.375296998973 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { "compile_8192_steps": [ 5017.188231002365, 4868.726231998153, 4868.208700998366 ], "decode_256_steps": [ 92.93590480010607, 92.95127769983083, 92.93737029984186, 92.94019949993526, 92.92950599992764 ], "decode_512_steps": [ 189.70093650023045, 189.67950549995294, 189.7290820015769, 189.67252199945506, 189.6785325006931 ], "decode_1024_steps": [ 393.73793699996895, 393.8425179985643, 393.7482519977493, 393.69599699784885, 393.7546259985538 ], "decode_2048_steps": [ 847.0350110001164, 847.0928549977543, 847.079945000587, 847.0659179984068, 847.0322639986989 ], "decode_4096_steps": [ 1934.6429299985175, 1934.9045700000715, 1934.512044001167, 1934.7667670008377, 1934.696326003177 ], "decode_8192_steps": [ 4868.98010799996, 4868.830002000323, 4868.730334001157, 4869.322041002306, 4868.873636001808 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { "compile_8192_steps": [ 3808.5072800022317, 3653.9048359991284, 3654.1741599976376 ], "decode_256_steps": [ 92.58171700021194, 92.58502189986757, 92.57249990005221, 92.58345800008101, 92.58330740012752 ], "decode_512_steps": [ 187.02801849940442, 187.12353600130882, 187.1104705023754, 187.07824500052084, 187.04928700026358 ], "decode_1024_steps": [ 380.6672430000617, 380.6040529998427, 380.65483099853736, 380.62111099861795, 380.6157920007536 ], "decode_2048_steps": [ 785.003859000426, 785.0898490032705, 785.1609329991334, 784.8981469978753, 784.9738440017973 ], "decode_4096_steps": [ 1657.268902999931, 1657.420777999505, 1657.3121190012898, 1657.5064589997055, 1657.2741419986414 ], "decode_8192_steps": [ 3653.9595640024345, 3653.8638090023596, 3653.733448998537, 3654.093516001012, 3653.997041998082 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { "compile_8192_steps": [ 4743.260592000297, 4590.254374001233, 4590.712272998644 ], "decode_256_steps": [ 95.53796219988726, 95.55360920021485, 95.55135820010037, 95.55571740020241, 95.55922670006112 ], "decode_512_steps": [ 194.18489249983395, 194.22060350007087, 194.16681850088935, 194.15557950014772, 194.1907820000779 ], "decode_1024_steps": [ 400.2166940008465, 400.1708340001642, 400.0448900005722, 400.1179510014481, 400.11816499827546 ], "decode_2048_steps": [ 851.4787749991228, 851.5166600009252, 851.5150439998251, 851.5230779994454, 851.5299770006095 ], "decode_4096_steps": [ 1910.1853309985017, 1910.1023440016434, 1910.3848780032422, 1910.0851110015356, 1910.1677159997053 ], "decode_8192_steps": [ 4590.637183999206, 4590.535387997079, 4590.2765819992055, 4590.34019399769, 4590.4248250008095 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { "compile_8192_steps": [ 5017.434296001738, 4871.84028000047, 4872.212883001339 ], "decode_256_steps": [ 93.07616409969341, 93.08227109977452, 93.07589340023696, 93.08007740000903, 93.08072090025235 ], "decode_512_steps": [ 189.972336500432, 189.94510899938177, 189.897252499577, 189.93391649928526, 189.93291249898903 ], "decode_1024_steps": [ 394.28742000018246, 394.23134599928744, 394.2705510016822, 394.25298100104555, 394.2371400007687 ], "decode_2048_steps": [ 848.0358369997703, 848.0246910003189, 848.0734110016783, 848.1534839993401, 848.031418001483 ], "decode_4096_steps": [ 1936.405411001033, 1936.3643590004358, 1936.5276559983613, 1936.424925999745, 1936.4932710013818 ], "decode_8192_steps": [ 4872.295600001962, 4872.301172999869, 4872.584868000558, 4872.2525679986575, 4871.696090998739 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { "compile_8192_steps": [ 3801.492341000994, 3655.475668998406, 3655.2479169986327 ], "decode_256_steps": [ 92.71032540018496, 92.7222301997972, 92.73057420032274, 92.72216640019906, 92.71920659994066 ], "decode_512_steps": [ 187.2868065001967, 187.30005050019827, 187.29178049943584, 187.3430499999813, 187.3599890004698 ], "decode_1024_steps": [ 380.99398700069287, 380.82579399997485, 380.88940299712704, 380.91091299793334, 380.89025000226684 ], "decode_2048_steps": [ 785.4767399985576, 785.5115960010153, 785.4962879973755, 785.3819080009998, 785.5618620014866 ], "decode_4096_steps": [ 1658.0372280004667, 1658.4665190021042, 1658.2080449989007, 1658.1614460010314, 1658.3121059993573 ], "decode_8192_steps": [ 3655.2701330001582, 3655.770623998251, 3655.3162950003752, 3655.458664001344, 3655.2258449992223 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { "compile_8192_steps": [ 4699.674023002444, 4546.4723449986195, 4546.552968000469 ], "decode_256_steps": [ 96.09994860002189, 96.1173443000007, 96.11059089984337, 96.11582539982919, 96.11256930002128 ], "decode_512_steps": [ 195.2998255019338, 195.29202599915152, 195.30087299972365, 195.28201699904457, 195.25938549850252 ], "decode_1024_steps": [ 401.6591559993685, 401.71811600157525, 401.614010999765, 401.8263099969772, 401.716075000877 ], "decode_2048_steps": [ 853.2211019992246, 853.1340670015197, 853.1544809993648, 853.2193809987803, 853.1284350028727 ], "decode_4096_steps": [ 1905.2455609999015, 1905.428178000875, 1905.427838999458, 1905.122209002002, 1905.191942001693 ], "decode_8192_steps": [ 4546.464744002151, 4546.076457998424, 4546.1325789983675, 4546.253936998255, 4546.290712998598 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { "compile_8192_steps": [ 5044.201343000168, 4899.7150320028595, 4899.72955399935 ], "decode_256_steps": [ 93.89244520025386, 93.88123380012985, 93.88607000000775, 93.86938589996134, 93.88412389998848 ], "decode_512_steps": [ 191.54166799853556, 191.49772300079348, 191.6042449993256, 191.51004349987488, 191.592278499229 ], "decode_1024_steps": [ 397.4446150023141, 397.3822599982668, 397.3859409998113, 397.32231999732903, 397.3946599980991 ], "decode_2048_steps": [ 854.5524719993409, 854.3663109994668, 854.459941998357, 854.4695419986965, 854.3657459995302 ], "decode_4096_steps": [ 1949.8552500008373, 1949.7115189988108, 1949.8499729998002, 1949.902270000166, 1949.9013500026194 ], "decode_8192_steps": [ 4899.99908900063, 4899.962245999632, 4899.738263997278, 4899.678385998413, 4899.4126790021255 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { "compile_8192_steps": [ 3817.711819003307, 3669.799638999393, 3669.129133999377 ], "decode_256_steps": [ 93.1111679001333, 93.1073973999446, 93.1140172000596, 93.11415140000463, 93.10543469982804 ], "decode_512_steps": [ 188.1692174993077, 188.1931124989933, 188.16554799923324, 188.17619049877976, 188.21226050022233 ], "decode_1024_steps": [ 382.63494599959813, 382.6461830030894, 382.5464159999683, 382.6227639983699, 382.6600120009971 ], "decode_2048_steps": [ 788.9452509989496, 788.8085680024233, 788.7683150001976, 788.9624739982537, 788.8971540014609 ], "decode_4096_steps": [ 1665.1775760001328, 1664.949088000867, 1665.1076859998284, 1665.0817420013482, 1665.1720690024376 ], "decode_8192_steps": [ 3669.4259219984815, 3669.2350299999816, 3669.5115949987667, 3669.363083998178, 3669.1971799991734 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": { "compile_8192_steps": [ 4697.145901998738, 4540.367615998548, 4540.270417001011 ], "decode_256_steps": [ 98.74078380016726, 98.75657020020299, 98.74272619999829, 98.73378530028276, 98.7448472998949 ], "decode_512_steps": [ 197.61689850020048, 197.6707229987369, 197.64206600120815, 197.65518500025792, 197.70141199842328 ], "decode_1024_steps": [ 406.4783959984197, 406.5483359991049, 406.46926399858785, 406.65152500150725, 406.63551800025743 ], "decode_2048_steps": [ 860.3564200020628, 860.1981829997385, 860.2526169997873, 860.1091330019699, 860.1083210014622 ], "decode_4096_steps": [ 1913.1245630014746, 1913.0648909995216, 1913.1340969979647, 1913.0770610026957, 1913.229968999076 ], "decode_8192_steps": [ 4540.204082997661, 4540.184656998463, 4540.692078997381, 4541.118442000879, 4540.894594996644 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": { "compile_8192_steps": [ 5111.884739999368, 4966.3643639978545, 4966.308209000999 ], "decode_256_steps": [ 97.56861529967864, 97.57206559988845, 97.56633690012677, 97.56856109997898, 97.5603315000626 ], "decode_512_steps": [ 195.28366250051477, 195.3218514991022, 195.28540350074763, 195.2970109996386, 195.33078349923017 ], "decode_1024_steps": [ 405.04647799753, 405.10823099975823, 405.10764499776997, 405.11478500047815, 405.1626930013299 ], "decode_2048_steps": [ 870.1695299969288, 870.1200440009416, 870.1587079995079, 870.0814309995621, 870.2316820017586 ], "decode_4096_steps": [ 1981.4911659996142, 1981.5463500017358, 1981.3920759988832, 1981.5163599996595, 1981.3645720023487 ], "decode_8192_steps": [ 4966.133801997785, 4966.094842002349, 4966.303345001506, 4966.364435000287, 4966.375930998765 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": { "compile_8192_steps": [ 3841.9876570005727, 3693.369935001101, 3693.396071001189 ], "decode_256_steps": [ 94.970356200065, 94.95441669969296, 94.96053850016324, 94.96119319992431, 94.95813100002124 ], "decode_512_steps": [ 190.09679299961135, 190.07158699969295, 190.06070700015698, 190.07738399886875, 190.10187549974944 ], "decode_1024_steps": [ 386.24755299679236, 386.32192200020654, 386.28953200168326, 386.334786999214, 386.30540700251004 ], "decode_2048_steps": [ 795.3960470003949, 795.5996950004192, 795.4062589997193, 795.4881689984177, 795.2436409977963 ], "decode_4096_steps": [ 1677.6455139988684, 1677.6241789993946, 1677.5872309990518, 1677.5871030004055, 1677.453880001849 ], "decode_8192_steps": [ 3693.1557999996585, 3693.60511099876, 3693.2909510032914, 3693.5860230005346, 3693.3850470013567 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { "compile_8192_steps": [ 4781.934205002472, 4627.367245000642, 4627.682431000721 ], "decode_256_steps": [ 104.6422776998952, 104.64033899988863, 104.65228040011425, 104.63657149994106, 104.63677999978245 ], "decode_512_steps": [ 209.4858380005462, 209.4427869997162, 209.44814500035136, 209.43975900081568, 209.50916199944913 ], "decode_1024_steps": [ 418.778873001429, 418.68281900315196, 418.5897909992491, 418.6669549999351, 418.76265500104637 ], "decode_2048_steps": [ 884.14150799872, 884.2299720017763, 884.2145380003785, 884.1971910005668, 884.0274989997852 ], "decode_4096_steps": [ 1959.7457769996254, 1959.6794419994694, 1959.5573820006393, 1959.4351880004979, 1959.724689997529 ], "decode_8192_steps": [ 4627.967570999317, 4627.589959000034, 4627.427915998851, 4627.420414999506, 4627.584654997918 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { "compile_8192_steps": [ 5239.3306880003365, 5090.368909000972, 5089.943532999314 ], "decode_256_steps": [ 104.98064569983399, 104.96861310020904, 104.97431519979727, 104.96680800024478, 104.98027829999046 ], "decode_512_steps": [ 210.1892600003339, 210.22755400190363, 210.2326290005294, 210.14687700153445, 210.11476800049422 ], "decode_1024_steps": [ 419.9839159991825, 420.04849099976127, 419.9976529998821, 419.9639100006607, 420.0468830022146 ], "decode_2048_steps": [ 900.163338999846, 900.1370929981931, 900.2080539976305, 900.2474209992215, 900.2242689966806 ], "decode_4096_steps": [ 2042.1478580028634, 2042.0195199985756, 2042.205292997096, 2041.8743840018578, 2042.2420790018805 ], "decode_8192_steps": [ 5089.351295999222, 5089.117659001204, 5089.689150998311, 5089.499258003343, 5089.4981199999165 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { "compile_8192_steps": [ 3883.4512009998434, 3731.038975998672, 3731.2251840012323 ], "decode_256_steps": [ 98.12008919980144, 98.12026149993471, 98.11232380016008, 98.1138594001095, 98.11647950009501 ], "decode_512_steps": [ 196.42633150033362, 196.47611499931372, 196.4084629998979, 196.40325399996073, 196.39193449984305 ], "decode_1024_steps": [ 392.6120960022672, 392.5787730004231, 392.6533190024202, 392.5574830027472, 392.6015549986914 ], "decode_2048_steps": [ 806.5545499994187, 806.6257600003155, 806.4968139988196, 806.7339610024646, 806.5664179994201 ], "decode_4096_steps": [ 1697.8274190005322, 1697.290765998332, 1697.7869130023464, 1697.734899000352, 1697.6711280003656 ], "decode_8192_steps": [ 3731.2415209999017, 3731.2516509991838, 3731.0156019993883, 3730.799051001668, 3730.6935909982712 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": { "compile_8192_steps": [ 4958.332941998378, 4802.297343001555, 4803.107608997379 ], "decode_256_steps": [ 116.46251499987557, 116.46007370000007, 116.43505910033127, 116.63371100075892, 116.44439960000454 ], "decode_512_steps": [ 233.04581900083576, 233.03144100282225, 233.03260899774614, 233.13521100135404, 233.10564699932002 ], "decode_1024_steps": [ 465.99293000326725, 465.92218200021307, 466.04188900164445, 465.84978199825855, 465.93548499731696 ], "decode_2048_steps": [ 931.4565970016702, 931.734026002232, 931.69652099823, 931.8253450001066, 931.4847379973799 ], "decode_4096_steps": [ 2049.784811999416, 2049.7731559989916, 2049.50585700135, 2049.801113000285, 2049.7924349983805 ], "decode_8192_steps": [ 4802.255472997786, 4802.558123999916, 4802.856677000818, 4802.740305000043, 4802.66331799794 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": { "compile_8192_steps": [ 5489.561053000216, 5342.458623999846, 5342.142183002579 ], "decode_256_steps": [ 120.09380930030602, 120.09853680028755, 120.09043729995028, 120.08504920013365, 120.08912259989302 ], "decode_512_steps": [ 240.35010499937925, 240.4242799966596, 240.4311440004676, 240.3668210026808, 240.3951230007806 ], "decode_1024_steps": [ 480.51035400203546, 480.5419120020815, 480.4978390020551, 480.6024429999525, 480.48574900167296 ], "decode_2048_steps": [ 960.7401549983479, 960.858009999356, 960.7707609975478, 960.9109490011178, 960.8349010013626 ], "decode_4096_steps": [ 2165.3357789982692, 2165.249131001474, 2165.2700589984306, 2165.2325249997375, 2165.4491370027245 ], "decode_8192_steps": [ 5342.464667999593, 5342.54994100047, 5342.074145999504, 5342.617616999632, 5341.360116999567 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": { "compile_8192_steps": [ 3967.6617340010125, 3819.024640000862, 3819.2659599990293 ], "decode_256_steps": [ 103.63676150009269, 103.6417605002498, 103.64741759985918, 103.64498460003233, 103.6433274999581 ], "decode_512_steps": [ 207.52104699931806, 207.38991100006388, 207.43441699960385, 207.36298699921463, 207.44387100057793 ], "decode_1024_steps": [ 414.76968200004194, 414.7743409994291, 414.7091829981946, 414.67607199956547, 414.6371189999627 ], "decode_2048_steps": [ 829.2231639970851, 829.330808002851, 829.1929879997042, 829.2025559967442, 829.174245998729 ], "decode_4096_steps": [ 1742.6539879998018, 1742.8924489977362, 1742.7123020024737, 1742.7346320000652, 1742.8736309993837 ], "decode_8192_steps": [ 3819.3690900006914, 3819.0313989980496, 3819.160961000307, 3819.0978929997073, 3819.3878899983247 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": { "compile_8192_steps": [ 5156.254705001629, 5155.081148001045, 5155.446310000116 ], "decode_256_steps": [ 139.9944439981482, 139.9210484996729, 139.9943690012151, 140.02786300079606, 139.90120549897256 ], "decode_512_steps": [ 279.656355996849, 279.6472330010147, 279.75498600062565, 279.7190839992254, 279.57917700041435 ], "decode_1024_steps": [ 559.1425489983521, 559.0600530013035, 559.0345170021465, 559.0325679986563, 559.1264119975676 ], "decode_2048_steps": [ 1117.8048830006446, 1117.7858130031382, 1118.0205390010087, 1118.0121039978985, 1117.883871000231 ], "decode_4096_steps": [ 2235.1375899997947, 2235.4482539994933, 2235.6359350014827, 2235.569853997731, 2235.52619000111 ], "decode_8192_steps": [ 5155.322106998938, 5155.498116000672, 5155.0362250018225, 5155.203916998289, 5155.450588001258 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": { "compile_8192_steps": [ 5837.705951002135, 5837.3905699991155, 5837.7386719985225 ], "decode_256_steps": [ 150.6543090017658, 150.73480950013618, 150.67085450027662, 150.73618049973447, 150.71412550059904 ], "decode_512_steps": [ 301.1101040028734, 301.145796001947, 301.12643000029493, 301.13405299925944, 301.1058359988965 ], "decode_1024_steps": [ 602.0402379981533, 602.0421020002686, 601.9718700008525, 602.0164689980447, 602.0563279998896 ], "decode_2048_steps": [ 1203.725185998337, 1203.9006250015518, 1203.9300379983615, 1203.8036619997001, 1203.7841310011572 ], "decode_4096_steps": [ 2407.091794000735, 2407.2900430001027, 2407.2168309976405, 2407.2393749993353, 2407.276682999509 ], "decode_8192_steps": [ 5838.1831709994, 5837.846020000143, 5837.707729999238, 5837.800764002168, 5838.4173220001685 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": { "compile_8192_steps": [ 3984.2391060010414, 3984.1452180007764, 3984.1027229995234 ], "decode_256_steps": [ 114.16177669998433, 114.13603669971053, 114.15694919996895, 114.14816030010115, 114.13617479993263 ], "decode_512_steps": [ 228.4965020007803, 228.4038159996271, 228.41112400055863, 228.44017700117547, 228.48076200170908 ], "decode_1024_steps": [ 456.6500069995527, 456.70350700311246, 456.6155299980892, 456.6660939999565, 456.68793599907076 ], "decode_2048_steps": [ 913.1105429987656, 913.1699890021991, 912.9702270001872, 913.231578997511, 913.1572420010343 ], "decode_4096_steps": [ 1826.3483650007402, 1826.3791499994113, 1826.1495330007165, 1826.2747990011121, 1826.157201998285 ], "decode_8192_steps": [ 3984.234564999497, 3984.7194539979682, 3984.4554279989097, 3984.224512001674, 3984.5398389988986 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8192, attn_map=math)": { "compile_8192_steps": [ 5837.352927002939, 5837.401933000365, 5837.554054000066 ], "decode_256_steps": [ 182.7324365003733, 182.6283765003609, 182.70841450248554, 182.6566660001845, 182.68748900118226 ], "decode_512_steps": [ 365.1373879984021, 365.06191899752594, 365.15619900092133, 365.1186479983153, 365.0000409979839 ], "decode_1024_steps": [ 729.723798998748, 730.0378620020638, 729.9274809993221, 729.7904830011248, 730.1390979991993 ], "decode_2048_steps": [ 1459.6390970000357, 1459.5495169996866, 1459.6462170011364, 1459.7381739986304, 1459.6466639995924 ], "decode_4096_steps": [ 2918.9909730012005, 2919.0316049971443, 2918.791047999548, 2918.6327989991696, 2919.1688840001007 ], "decode_8192_steps": [ 5838.4227480019035, 5837.700677999237, 5837.237564999668, 5837.393375000829, 5837.688574996719 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8192, attn_map=mem_efficient)": { "compile_8192_steps": [ 6859.218412999326, 6860.836100000597, 6859.372359002009 ], "decode_256_steps": [ 214.56079899871838, 214.6880680011236, 214.69041999807814, 214.71050900072441, 214.72245399854728 ], "decode_512_steps": [ 429.0175909991376, 429.04163200000767, 428.96665800071787, 428.92019800274284, 428.91725600202335 ], "decode_1024_steps": [ 857.750250997924, 857.8155789982702, 857.74425800264, 858.0999299992982, 857.9298619988549 ], "decode_2048_steps": [ 1715.017374001036, 1714.9748459996772, 1715.5200239976693, 1715.147958999296, 1714.6741100004874 ], "decode_4096_steps": [ 3430.1208580000093, 3429.5878010016168, 3429.257111998595, 3429.646741002216, 3429.9198549997527 ], "decode_8192_steps": [ 6859.9597419997735, 6860.4756929998985, 6861.680621001142, 6861.377541001275, 6860.797248999006 ] }, "(dim=256, max_sequence_len=8192, dynamic=True, dynamic_length_multiplier=8192, attn_map=flash)": { "compile_8192_steps": [ 4318.516741001076, 4318.509526998241, 4318.81889899887 ], "decode_256_steps": [ 135.2163855008257, 135.21970249894366, 135.13396750022366, 135.20289099869842, 135.19296049889817 ], "decode_512_steps": [ 270.21127799889655, 270.2681560003839, 270.2529099988169, 270.11405599841964, 270.10049499949673 ], "decode_1024_steps": [ 540.0967899986426, 540.1251570001477, 540.0488970008155, 540.1574530005746, 539.9804780026898 ], "decode_2048_steps": [ 1079.9238250001508, 1079.9670810010866, 1079.7219320011209, 1079.8184199993557, 1079.910533997463 ], "decode_4096_steps": [ 2159.2448980009067, 2159.5687629996974, 2159.220608002215, 2159.341026999755, 2159.210890000395 ], "decode_8192_steps": [ 4318.61188000039, 4318.8756189993, 4318.325725998875, 4318.503256999975, 4319.031230999826 ] }, "(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=math)": { "compile_16384_steps": [ 22415.864587001124, 22415.692538997973, 22415.8754759992 ], "decode_256_steps": [ 350.63225900012185, 350.7247620000271, 350.5996919993777, 350.5821209982969, 350.5323019999196 ], "decode_512_steps": [ 700.8733080001548, 700.8836290006002, 700.904367997282, 700.8624509981018, 701.0346169990953 ], "decode_1024_steps": [ 1401.2882960014394, 1401.3631790003274, 1401.244355001836, 1401.1366330014425, 1401.4922310016118 ], "decode_2048_steps": [ 2802.168659000017, 2802.1559070002695, 2802.2165580005094, 2801.865874000214, 2802.360009001859 ], "decode_4096_steps": [ 5604.384604997904, 5604.226490999281, 5603.834819001349, 5604.26967499734, 5603.880308000953 ], "decode_8192_steps": [ 11207.66325599834, 11208.366371000011, 11208.347277999565, 11207.834840999567, 11207.916445000592 ], "decode_16384_steps": [ 22415.511554998375, 22415.162499997678, 22415.92640700037, 22414.80135600068, 22415.089819998684 ] }, "(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_16384_steps": [ 27268.621956998686, 27271.856845000002, 27269.150893996994 ], "decode_256_steps": [ 426.4180089994625, 426.4973320023273, 426.4384570014954, 426.5675070018915, 426.47469300209195 ], "decode_512_steps": [ 852.4815279997711, 852.6299910008674, 852.601003000018, 852.5269439996919, 852.566128000035 ], "decode_1024_steps": [ 1704.6810209976684, 1704.7485770017374, 1704.3377660011174, 1704.4298629989498, 1704.5693250001932 ], "decode_2048_steps": [ 3408.1672319989593, 3408.1354279987863, 3408.4592340004747, 3408.3108079976228, 3408.31912199792 ], "decode_4096_steps": [ 6816.443591000279, 6816.349843000353, 6816.881601000205, 6816.120728999522, 6815.174962001038 ], "decode_8192_steps": [ 13631.411192000087, 13630.846046999068, 13632.586232000904, 13631.854488998215, 13632.498884999222 ], "decode_16384_steps": [ 27263.705966997804, 27266.198328001337, 27263.991899999382, 27265.70184600132, 27264.45652199982 ] }, "(dim=256, max_sequence_len=16384, dynamic=False, dynamic_length_multiplier=0, attn_map=flash)": { "compile_16384_steps": [ 16783.572061001905, 16783.577108999452, 16783.661126999505 ], "decode_256_steps": [ 262.6245259998541, 262.58693799900357, 262.4952480000502, 262.5292750017252, 262.65636999960407 ], "decode_512_steps": [ 524.9175480021222, 524.8328159977973, 525.013165002747, 524.9080379981024, 524.8118630006502 ], "decode_1024_steps": [ 1049.3738420009322, 1049.1350679985771, 1049.4998849972035, 1049.3806099984795, 1049.3486919986026 ], "decode_2048_steps": [ 2098.0046919976303, 2097.9089729989937, 2098.459303000709, 2098.304609000479, 2098.5509950005508 ], "decode_4096_steps": [ 4196.228550001251, 4195.899592999922, 4195.8408869977575, 4196.163299999171, 4196.077286000218 ], "decode_8192_steps": [ 8392.541459001222, 8392.164821001643, 8391.393456000515, 8391.695820999303, 8391.749663001974 ], "decode_16384_steps": [ 16783.57311599757, 16783.65909400236, 16784.30747300081, 16783.387503000995, 16783.454188000178 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=0, attn_map=math)": { "compile_16384_steps": [ 4563843.411127, 43033.23363100208, 43032.93603900238 ], "decode_256_steps": [ 183.26633050019154, 183.26878830011992, 183.27644409982895, 183.26781730029325, 183.2664951998595 ], "decode_512_steps": [ 378.4609550020832, 378.46055699992576, 378.3682450011838, 378.3835389986052, 378.4152679982071 ], "decode_1024_steps": [ 800.1375290004944, 799.9982590008585, 800.0119649987028, 800.1174860000901, 800.1169909985038 ], "decode_2048_steps": [ 1786.47279100187, 1786.4301370027533, 1786.6035890001513, 1786.7200170003343, 1786.9220650027273 ], "decode_4096_steps": [ 4622.743520998483, 4623.070844998438, 4622.44982500124, 4623.266831000365, 4623.271290998673 ], "decode_8192_steps": [ 13414.496076999058, 13414.968182998564, 13413.486398003442, 13414.132671001425, 13413.643181000225 ], "decode_16384_steps": [ 43031.141814000875, 43032.6631229982, 43032.06764999777, 43033.36394199869, 43032.27374199923 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=0, attn_map=mem_efficient)": { "compile_16384_steps": [ 4336105.319969003, 19175.274790999538, 19177.96579199785 ], "decode_256_steps": [ 177.53218819998438, 177.53621359952376, 177.5294793995272, 177.53727599993, 177.53268070009653 ], "decode_512_steps": [ 359.0617290028604, 359.09452700434485, 358.96062300162157, 358.93240699806483, 358.9492059982149 ], "decode_1024_steps": [ 732.0219410030404, 732.1477540026535, 732.0774819963844, 732.1317980022286, 732.1467670044512 ], "decode_2048_steps": [ 1523.9585300005274, 1523.9209389983444, 1524.028701998759, 1523.8703049981268, 1523.9532139967196 ], "decode_4096_steps": [ 3292.339878003986, 3292.38355900452, 3292.2443869974813, 3292.3847069978365, 3292.409385998326 ], "decode_8192_steps": [ 7570.716859998356, 7570.145369005331, 7569.950885997969, 7570.748956000898, 7570.426074002171 ], "decode_16384_steps": [ 19177.940364999813, 19176.57064800005, 19177.939631998015, 19177.16679199657, 19179.25447000016 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=0, attn_map=flash)": { "compile_16384_steps": [ 4349873.6877150005, 14079.865448999044, 14079.768942996452 ], "decode_256_steps": [ 177.31127250008285, 177.3120147001464, 177.32622620023903, 177.30974570004037, 177.30181139995693 ], "decode_512_steps": [ 356.53549800190376, 356.572798002162, 356.58576100104256, 356.56842299795244, 356.57535099744564 ], "decode_1024_steps": [ 719.4139759958489, 719.3669519983814, 719.4611800005077, 719.3500270004733, 719.3219980035792 ], "decode_2048_steps": [ 1463.0638360031298, 1462.9657980040065, 1463.1616479964578, 1463.1667650028248, 1463.1265880016144 ], "decode_4096_steps": [ 3014.309214995592, 3014.2596939986106, 3014.289409999037, 3014.481722995697, 3014.3982129957294 ], "decode_8192_steps": [ 6368.185696002911, 6368.412549003551, 6368.046723997395, 6369.01245899935, 6368.266338002286 ], "decode_16384_steps": [ 14079.223012005968, 14079.8576590023, 14079.41800000117, 14079.665837001812, 14079.679773996759 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=math)": { "compile_16384_steps": [ 4601285.157271995, 43072.48680700286, 43074.057042002096 ], "decode_256_steps": [ 183.94709899948793, 183.95677160006016, 183.95805889958865, 183.97117080021417, 183.9544852002291 ], "decode_512_steps": [ 379.8762180013, 379.7363990015583, 379.8108500050148, 379.8140159997274, 379.7479330023634 ], "decode_1024_steps": [ 802.7536149966181, 802.7626059993054, 802.7353790021152, 802.744727996469, 802.7797609975096 ], "decode_2048_steps": [ 1791.9200239994098, 1791.8834419979248, 1792.1168210014002, 1792.0963060023496, 1791.9025270020938 ], "decode_4096_steps": [ 4628.370610000275, 4628.081358998315, 4627.896400001191, 4628.0358049989445, 4628.369385005499 ], "decode_8192_steps": [ 13426.366815998335, 13426.746627999819, 13426.831338998454, 13427.041316004761, 13427.08502899768 ], "decode_16384_steps": [ 43073.4548649998, 43074.172148997604, 43072.85897800466, 43074.01428600133, 43074.16955300141 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=mem_efficient)": { "compile_16384_steps": [ 4429116.616104002, 19184.80056899716, 19183.277862000978 ], "decode_256_steps": [ 177.71111339970957, 177.7025766998122, 177.70918230016832, 177.713830400171, 177.71385029991507 ], "decode_512_steps": [ 359.3417829979444, 359.3053549993783, 359.2762659973232, 359.28303800028516, 359.2548490050831 ], "decode_1024_steps": [ 732.9356929985806, 732.9741380017367, 732.8620109983603, 732.789554996998, 732.7570320048835 ], "decode_2048_steps": [ 1525.4426530009368, 1525.4568450036459, 1525.3904900018824, 1525.3455269994447, 1525.3416880004806 ], "decode_4096_steps": [ 3295.5210709988023, 3295.3487420018064, 3295.2573410002515, 3295.312300993828, 3295.4152450038237 ], "decode_8192_steps": [ 7576.034596000682, 7576.032953998947, 7575.958859997627, 7576.219130001846, 7575.975900996127 ], "decode_16384_steps": [ 19188.49851399864, 19188.077673003136, 19186.33201799821, 19185.583713995584, 19187.345170998015 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1, attn_map=flash)": { "compile_16384_steps": [ 4339672.308781003, 14069.423575005203, 14069.559349998599 ], "decode_256_steps": [ 177.15045469958568, 177.15212180046365, 177.14276719998452, 177.16540529945632, 177.14899290003814 ], "decode_512_steps": [ 356.29016600432806, 356.3030190052814, 356.20893300074385, 356.29838000022573, 356.3276070053689 ], "decode_1024_steps": [ 718.8454819988692, 718.771159001335, 718.7089360013488, 719.0397829981521, 718.7965789998998 ], "decode_2048_steps": [ 1462.0472129972768, 1461.8318549983087, 1462.0480089943158, 1461.796036004671, 1462.0040630034055 ], "decode_4096_steps": [ 3011.900591001904, 3011.6266630066093, 3011.671327003569, 3011.9310049994965, 3011.8233419998433 ], "decode_8192_steps": [ 6363.279849996616, 6363.436756997544, 6363.521316998231, 6363.045616999443, 6363.270666995959 ], "decode_16384_steps": [ 14068.804656999419, 14069.186992994219, 14068.794405997323, 14069.409757001267, 14069.833759996982 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2, attn_map=math)": { "compile_16384_steps": [ 42834.51639999839, 42561.17922900012, 42561.15630699787 ], "decode_256_steps": [ 183.4439526006463, 183.43311570060905, 183.4487084997818, 183.42889210034627, 183.4444257998257 ], "decode_512_steps": [ 378.2227209958364, 378.2250610020128, 378.17264299519593, 378.2791580015328, 378.2514009944862 ], "decode_1024_steps": [ 798.5621919942787, 798.4601569987717, 798.5985039995285, 798.5847769959946, 798.5503029995016 ], "decode_2048_steps": [ 1781.1292859987589, 1781.087524999748, 1781.2204539950471, 1781.016950000776, 1781.3816699999734 ], "decode_4096_steps": [ 4598.099820999778, 4598.402381001506, 4598.434423998697, 4598.025002000213, 4597.927458002232 ], "decode_8192_steps": [ 13292.452020999917, 13293.005441999412, 13293.04181200132, 13292.679799000325, 13292.661729996325 ], "decode_16384_steps": [ 42562.555283999245, 42560.83905999549, 42562.46839399682, 42561.783227996784, 42563.944134999474 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2, attn_map=mem_efficient)": { "compile_16384_steps": [ 19435.745650996978, 19183.786690999113, 19184.556837004493 ], "decode_256_steps": [ 177.60328610020224, 177.6126734999707, 177.60511319938814, 177.606283500063, 177.61993519961834 ], "decode_512_steps": [ 359.0530219953507, 359.12029299652204, 359.1225249983836, 359.2082239993033, 359.12253800051985 ], "decode_1024_steps": [ 732.7903289988171, 732.5990840035956, 732.6363820029655, 732.6091950017144, 732.7802240033634 ], "decode_2048_steps": [ 1525.315128004877, 1525.1776930017513, 1525.2435309957946, 1525.071359006688, 1525.4685459949542 ], "decode_4096_steps": [ 3294.743042999471, 3294.9418689968297, 3294.7634309966816, 3294.8738210034207, 3294.8952130027465 ], "decode_8192_steps": [ 7574.470665997069, 7574.4252700023935, 7574.586857997929, 7574.33074999426, 7574.71881499805 ], "decode_16384_steps": [ 19183.48036899988, 19181.0716780019, 19183.09654800396, 19182.012853001652, 19180.458201000874 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2, attn_map=flash)": { "compile_16384_steps": [ 14327.625067002373, 14075.646110002708, 14076.08877200255 ], "decode_256_steps": [ 177.2265788000368, 177.20675010059495, 177.22432929949719, 177.21903439960442, 177.21230550014297 ], "decode_512_steps": [ 356.36933900241274, 356.5089449984953, 356.42109499895014, 356.40453399537364, 356.34920399752446 ], "decode_1024_steps": [ 719.0875739979674, 719.0069620046415, 718.9970749968779, 719.051287000184, 718.8678120000986 ], "decode_2048_steps": [ 1462.2143209999194, 1462.0693960023345, 1462.0627230033278, 1462.122681994515, 1462.1641900012037 ], "decode_4096_steps": [ 3012.994181997783, 3012.9443730038474, 3012.979737999558, 3012.7774680004222, 3012.8590790045564 ], "decode_8192_steps": [ 6366.204028003267, 6365.943352997419, 6366.502787997888, 6365.97903999791, 6365.975815999263 ], "decode_16384_steps": [ 14076.339431994711, 14076.181575997907, 14076.94045000244, 14076.424487000622, 14075.593363006192 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=math)": { "compile_16384_steps": [ 41009.80637799512, 40803.684990001784, 40805.475347995525 ], "decode_256_steps": [ 182.73990429952391, 182.74296099989442, 182.71903610002482, 182.7660595998168, 182.74560950012528 ], "decode_512_steps": [ 374.952721002046, 374.9784669998917, 375.02438799856463, 374.8778190056328, 375.03454300167505 ], "decode_1024_steps": [ 784.7836049986654, 784.7073910015752, 784.6093059997656, 784.620807004103, 784.6225540051819 ], "decode_2048_steps": [ 1722.961570994812, 1722.9117909955676, 1722.9282640037127, 1722.7062399979332, 1722.8852400003234 ], "decode_4096_steps": [ 4443.566096997529, 4443.483080001897, 4443.543153000064, 4443.920860001526, 4443.633005001175 ], "decode_8192_steps": [ 12772.178747996804, 12772.442757006502, 12773.200012001325, 12772.153828002047, 12772.498537000502 ], "decode_16384_steps": [ 40803.5579599964, 40803.578562998155, 40803.681653997046, 40803.88442700496, 40803.30487700121 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=mem_efficient)": { "compile_16384_steps": [ 19390.615153002727, 19195.8083310019, 19192.975484998897 ], "decode_256_steps": [ 177.6659800998459, 177.68998620013008, 177.66959960063105, 177.68417420011247, 177.67312039941316 ], "decode_512_steps": [ 359.2592450004304, 359.3630649993429, 359.25483299797634, 359.26699599804124, 359.31129600066924 ], "decode_1024_steps": [ 733.168327002204, 733.137749004527, 733.1984050033498, 733.2286809978541, 733.1534539989661 ], "decode_2048_steps": [ 1526.0619280015817, 1526.3250380012323, 1526.2927810035762, 1526.1867529989104, 1526.2116820013034 ], "decode_4096_steps": [ 3297.0122609985992, 3297.2498660019482, 3297.01906000264, 3297.2597789994325, 3296.835339999234 ], "decode_8192_steps": [ 7579.12693900289, 7579.17651799653, 7578.928866998467, 7579.003612998349, 7579.118722998828 ], "decode_16384_steps": [ 19195.088607004436, 19195.040308004536, 19192.15082500159, 19191.18941600027, 19196.19566300389 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4, attn_map=flash)": { "compile_16384_steps": [ 14283.958205996896, 14082.787253006245, 14083.150722988648 ], "decode_256_steps": [ 177.33310960029485, 177.33820949943038, 177.33806729956996, 177.32502919971012, 177.32984140020562 ], "decode_512_steps": [ 356.58779001096264, 356.5630679950118, 356.662634992972, 356.5004779957235, 356.6472559905378 ], "decode_1024_steps": [ 719.4555169990053, 719.405497002299, 719.4819430005737, 719.4852609973168, 719.3396009970456 ], "decode_2048_steps": [ 1462.9036779952003, 1463.015818997519, 1462.8959859983297, 1462.9917760030366, 1463.21817599528 ], "decode_4096_steps": [ 3014.4783340074355, 3014.8853120044805, 3014.8541670059785, 3014.7411020006984, 3014.6121659927303 ], "decode_8192_steps": [ 6369.6939240035135, 6369.637765994412, 6369.911308996961, 6369.753546998254, 6369.498175001354 ], "decode_16384_steps": [ 14083.252426004037, 14082.977612997638, 14083.51611199032, 14082.173957009218, 14083.07088300353 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8, attn_map=math)": { "compile_16384_steps": [ 28914.49765500147, 28721.862639999017, 28721.994626001106 ], "decode_256_steps": [ 180.87016549980035, 180.88995450088987, 180.88946500065504, 180.8896727001411, 180.89746230107266 ], "decode_512_steps": [ 367.8111879999051, 367.67890499322675, 367.6891130016884, 367.63845599489287, 367.743145005079 ], "decode_1024_steps": [ 757.5501469982555, 757.5532500050031, 757.4759779963642, 757.5622760050464, 757.5833900045836 ], "decode_2048_steps": [ 1606.913062001695, 1606.7531949956901, 1606.6587699897354, 1606.728769998881, 1606.88055898936 ], "decode_4096_steps": [ 3671.751421003137, 3671.9243610132253, 3671.767974999966, 3672.027146007167, 3671.5423300047405 ], "decode_8192_steps": [ 9783.080320994486, 9783.322051996947, 9782.38193600555, 9782.997401998728, 9783.20423400146 ], "decode_16384_steps": [ 28720.77910900407, 28721.681808005087, 28722.21858499688, 28721.99955600081, 28721.097490997636 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8, attn_map=mem_efficient)": { "compile_16384_steps": [ 19356.66847000539, 19185.642231997917, 19185.721617002855 ], "decode_256_steps": [ 177.60950380034046, 177.60476099938387, 177.61627349973423, 177.60564049967797, 177.59141930000624 ], "decode_512_steps": [ 359.0619320020778, 359.1203550022328, 359.06935700040776, 359.0423260029638, 359.0125790069578 ], "decode_1024_steps": [ 732.8510840015952, 732.9287300090073, 732.752549010911, 732.7286869985983, 732.7800920029404 ], "decode_2048_steps": [ 1525.4373609932372, 1525.414693998755, 1525.3329560073325, 1525.4440449934918, 1525.4880959982984 ], "decode_4096_steps": [ 3295.022720005363, 3294.989029003773, 3295.223339009681, 3295.214300000225, 3295.278021992999 ], "decode_8192_steps": [ 7575.247246000799, 7574.982967009419, 7574.926998000592, 7575.071791987284, 7574.958463999792 ], "decode_16384_steps": [ 19184.75119699724, 19184.817985005793, 19186.004151008092, 19184.305140996003, 19185.96676000743 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8, attn_map=flash)": { "compile_16384_steps": [ 14247.752242998104, 14077.53500599938, 14078.602805995615 ], "decode_256_steps": [ 177.23933439992834, 177.23586710053496, 177.2341535994201, 177.22724359919084, 177.23008530010702 ], "decode_512_steps": [ 356.3848850026261, 356.27894900972024, 356.34680300427135, 356.3825429882854, 356.58258499461226 ], "decode_1024_steps": [ 719.0563619951718, 719.0008100005798, 719.0075529942987, 719.2538899980718, 719.1598170029465 ], "decode_2048_steps": [ 1462.4217969976598, 1462.3078620061278, 1462.4611799954437, 1462.4207410088275, 1462.233186000958 ], "decode_4096_steps": [ 3013.4147119970294, 3013.3498099894496, 3013.376460003201, 3013.3551489998354, 3013.335655996343 ], "decode_8192_steps": [ 6367.13813499955, 6366.645546993823, 6366.947515998618, 6366.600331995869, 6366.612993006129 ], "decode_16384_steps": [ 14077.991212005145, 14077.530014998047, 14077.95430799888, 14077.85082499322, 14077.83818700409 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=math)": { "compile_16384_steps": [ 22437.318144002347, 22262.61214801343, 22262.502530007623 ], "decode_256_steps": [ 180.28907270054333, 180.3011903000879, 180.2830324988463, 180.29816240014043, 180.29284330114024 ], "decode_512_steps": [ 365.0927239941666, 365.1143130118726, 365.0229279883206, 365.0623290013755, 364.98243499954697 ], "decode_1024_steps": [ 746.5341350034578, 746.3899650028907, 746.462238006643, 746.3637670007301, 746.4927620021626 ], "decode_2048_steps": [ 1562.8731489996426, 1562.882117999834, 1562.9315870028222, 1562.8624630044214, 1562.8983280039392 ], "decode_4096_steps": [ 3443.2719129981706, 3443.3066779893124, 3443.252772995038, 3443.278916005511, 3443.3900629956042 ], "decode_8192_steps": [ 8121.62208200607, 8121.538993000286, 8120.993901000475, 8121.505257993704, 8121.388399988064 ], "decode_16384_steps": [ 22262.6270979963, 22262.480680990848, 22262.93185200484, 22261.964094999712, 22262.263830998563 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=mem_efficient)": { "compile_16384_steps": [ 19347.749046995887, 19192.95028099441, 19192.41396000143 ], "decode_256_steps": [ 177.65466109995032, 177.6594055001624, 177.66267679980956, 177.6638153998647, 177.65184769959887 ], "decode_512_steps": [ 359.23704601009376, 359.2127279989654, 359.24074599461164, 359.1926610097289, 359.18782401131466 ], "decode_1024_steps": [ 732.9549519927241, 732.9993010062026, 732.9193529876648, 732.9974430031143, 732.8889689961215 ], "decode_2048_steps": [ 1526.1241319967667, 1525.812173000304, 1526.045377002447, 1525.9161739959382, 1525.9452919999603 ], "decode_4096_steps": [ 3296.0257079976145, 3296.1076789943036, 3296.0224199923687, 3296.0002080071718, 3296.042568006669 ], "decode_8192_steps": [ 7576.903711000341, 7576.580823006225, 7576.655569006107, 7576.902240994968, 7576.823782001156 ], "decode_16384_steps": [ 19189.196583989542, 19191.65279700246, 19189.29611099884, 19192.026516000624, 19190.340328001184 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16, attn_map=flash)": { "compile_16384_steps": [ 14232.26813999645, 14073.831479006913, 14075.326696998673 ], "decode_256_steps": [ 177.22334040008718, 177.24621100060176, 177.2324175995891, 177.2393783001462, 177.24791299988283 ], "decode_512_steps": [ 356.4927639963571, 356.4118939975742, 356.3949739909731, 356.35398200247437, 356.4873559953412 ], "decode_1024_steps": [ 719.1390730004059, 719.20214300917, 719.2372220015386, 719.3193790008081, 719.1642719990341 ], "decode_2048_steps": [ 1462.651392997941, 1462.4934449966531, 1462.6756829966325, 1462.4639939866029, 1462.4477030010894 ], "decode_4096_steps": [ 3013.1136770069133, 3013.2198380015325, 3013.157384993974, 3013.3310579985846, 3013.3144030114636 ], "decode_8192_steps": [ 6366.089496004861, 6366.225398000097, 6366.22725900088, 6365.932168002473, 6366.063066991046 ], "decode_16384_steps": [ 14076.13895900431, 14075.346316996729, 14074.443409001105, 14074.317730002804, 14074.504154996248 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=32, attn_map=math)": { "compile_16384_steps": [ 21888.086792998365, 21721.613044006517, 21721.379082999192 ], "decode_256_steps": [ 180.90695110004162, 180.90711300028488, 180.91117260046303, 180.8888001003652, 180.90102410060354 ], "decode_512_steps": [ 366.3764840021031, 366.343923000386, 366.486573999282, 366.3401869998779, 366.47094499494415 ], "decode_1024_steps": [ 750.0225960102398, 749.8953729955247, 750.0074609997682, 749.9053450010251, 749.9995340040186 ], "decode_2048_steps": [ 1573.240049998276, 1573.18574700912, 1573.2287680002628, 1573.3014659926994, 1573.2620900089387 ], "decode_4096_steps": [ 3484.9862750124885, 3485.057105004671, 3485.292480996577, 3485.2252249984303, 3485.168914994574 ], "decode_8192_steps": [ 8287.851360990317, 8287.835381997866, 8288.10877300566, 8287.930431004497, 8288.261221008725 ], "decode_16384_steps": [ 21720.894967002096, 21721.397132001584, 21721.60903000622, 21721.655536006438, 21721.237805992132 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=32, attn_map=mem_efficient)": { "compile_16384_steps": [ 19342.912045991397, 19192.932944992208, 19195.036653007264 ], "decode_256_steps": [ 177.98701900755987, 178.02036300417967, 178.00253549648914, 177.9945630041766, 178.03429450577823 ], "decode_512_steps": [ 359.3018099927576, 359.4002250029007, 359.3606729991734, 359.35568499553483, 359.3719759956002 ], "decode_1024_steps": [ 733.2328430056805, 733.3087629958754, 733.471865998581, 733.2307210017461, 733.3647650084458 ], "decode_2048_steps": [ 1526.4827849896392, 1526.4253130008, 1526.328152991482, 1526.4577130001271, 1526.422185008414 ], "decode_4096_steps": [ 3297.5653290050104, 3297.4239719915204, 3297.465262003243, 3297.3065880069043, 3297.492730009253 ], "decode_8192_steps": [ 7579.971698010922, 7580.100088991458, 7579.854811003315, 7579.85599800304, 7579.763986999751 ], "decode_16384_steps": [ 19194.00155999756, 19194.121515000006, 19194.369453005493, 19193.606834000093, 19194.74696900579 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=32, attn_map=flash)": { "compile_16384_steps": [ 14224.846966011683, 14074.03470799909, 14074.290047996328 ], "decode_256_steps": [ 177.5222805008525, 177.45644049864495, 177.58865800715284, 177.55098349880427, 177.44602099992335 ], "decode_512_steps": [ 356.4600440004142, 356.43358700326644, 356.47828900255263, 356.4535300101852, 356.4557560021058 ], "decode_1024_steps": [ 719.1682499978924, 719.2032189923339, 719.1523640067317, 719.0810989995953, 719.1994700115174 ], "decode_2048_steps": [ 1462.5343270017765, 1462.4121619999642, 1462.4314100074116, 1462.5650689995382, 1462.3913620016538 ], "decode_4096_steps": [ 3012.72954500746, 3013.0110250029247, 3012.8362809919054, 3012.674279001658, 3012.591673003044 ], "decode_8192_steps": [ 6365.5116129957605, 6365.755150007317, 6366.006263997406, 6365.891090987134, 6365.671585997916 ], "decode_16384_steps": [ 14073.513398994692, 14073.812356000417, 14073.652980994666, 14073.8990700047, 14074.748810002347 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=math)": { "compile_16384_steps": [ 19435.82692099153, 19280.770199999097, 19281.36972899665 ], "decode_256_steps": [ 180.9516600042116, 180.91793850180693, 180.90136849787086, 180.8934604996466, 180.94855950039346 ], "decode_512_steps": [ 365.02701199788135, 364.9189509887947, 364.94960900745355, 364.917544007767, 364.96757200802676 ], "decode_1024_steps": [ 743.4806140081491, 743.418161990121, 743.4927779977443, 743.6277770029847, 743.5880760021973 ], "decode_2048_steps": [ 1545.096474001184, 1545.1785549958004, 1545.2319420001004, 1545.093798005837, 1545.1574840117246 ], "decode_4096_steps": [ 3346.1783379898407, 3345.9443369938526, 3346.079927010578, 3346.0033830051543, 3346.3037490000715 ], "decode_8192_steps": [ 7715.862715005642, 7715.564115002053, 7715.7822320004925, 7715.651578997495, 7715.581019001547 ], "decode_16384_steps": [ 19281.509931999608, 19281.69957800128, 19282.253558994853, 19281.87482600333, 19281.67364100227 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=mem_efficient)": { "compile_16384_steps": [ 19342.085729003884, 19189.74771500507, 19189.079293006216 ], "decode_256_steps": [ 177.92725549952593, 177.94312949990854, 177.9656625003554, 177.9259675022331, 177.90366699773585 ], "decode_512_steps": [ 359.25598999892827, 359.16607300168835, 359.16184799862094, 359.2319640010828, 359.1454090055777 ], "decode_1024_steps": [ 732.9987549892394, 732.8946849884233, 732.9863690101774, 732.9534019954735, 732.8795020002872 ], "decode_2048_steps": [ 1525.779166011489, 1525.7853290095227, 1525.8176710049156, 1525.839932000963, 1525.7203369983472 ], "decode_4096_steps": [ 3295.763899994199, 3295.8326429943554, 3295.7951230055187, 3295.866896994994, 3295.9590629907325 ], "decode_8192_steps": [ 7576.737698997022, 7576.587536997977, 7576.638588987407, 7576.704172999598, 7576.591390999965 ], "decode_16384_steps": [ 19186.184966005385, 19185.23682600062, 19188.617020001402, 19188.438854005653, 19187.5466019992 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=64, attn_map=flash)": { "compile_16384_steps": [ 14237.763989993255, 14084.742514998652, 14085.127799000475 ], "decode_256_steps": [ 177.77560799731873, 177.63330100569874, 177.68935250205686, 177.63243400258943, 177.59893199399812 ], "decode_512_steps": [ 356.723705001059, 356.69253300875425, 356.81918800401036, 356.7345459887292, 356.6928850050317 ], "decode_1024_steps": [ 719.7541229979834, 719.9283079971792, 719.8458709899569, 719.7959599870956, 719.8783950007055 ], "decode_2048_steps": [ 1463.7605879979674, 1463.850474989158, 1463.4818049962632, 1463.4720820031362, 1463.438122998923 ], "decode_4096_steps": [ 3015.851352000027, 3015.6575239961967, 3015.651068999432, 3015.555131001747, 3015.250037002261 ], "decode_8192_steps": [ 6370.73496398807, 6370.498497999506, 6370.9913389902795, 6371.086978993844, 6370.493472000817 ], "decode_16384_steps": [ 14086.147278008866, 14084.833016007906, 14085.291419993155, 14084.95158799633, 14086.155738012167 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=128, attn_map=math)": { "compile_16384_steps": [ 17702.965101008886, 17543.705162010156, 17543.29933199915 ], "decode_256_steps": [ 180.7858714964823, 180.7460719937808, 180.7479745039018, 180.7914430028177, 180.78911649354268 ], "decode_512_steps": [ 364.06154799624346, 364.03814000368584, 364.0121939970413, 364.09819099935703, 364.05778500193264 ], "decode_1024_steps": [ 739.4136699876981, 739.4737510039704, 739.5581279997714, 739.3866799975513, 739.487494007335 ], "decode_2048_steps": [ 1529.7834420052823, 1529.9171730002854, 1530.0808070023777, 1529.9322170030791, 1529.9864430126036 ], "decode_4096_steps": [ 3266.661252011545, 3267.296241989243, 3266.6691780032124, 3266.9247089943383, 3266.663399990648 ], "decode_8192_steps": [ 7305.962793994695, 7306.055950000882, 7305.926876011654, 7305.951804999495, 7306.134152007871 ], "decode_16384_steps": [ 17544.165321000037, 17544.475093993242, 17544.12683400733, 17544.377761005308, 17543.41056800331 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=128, attn_map=mem_efficient)": { "compile_16384_steps": [ 19355.22397600289, 19205.068520997884, 19205.415279997396 ], "decode_256_steps": [ 178.19376799889142, 178.19582450465532, 178.18981450545834, 178.20788000972243, 178.21591399842873 ], "decode_512_steps": [ 359.68177700124215, 359.7322799905669, 359.6512890071608, 359.71361500560306, 359.6600310120266 ], "decode_1024_steps": [ 734.0860099939164, 734.0238050092012, 734.0502549923258, 734.2836259922478, 734.0096090047155 ], "decode_2048_steps": [ 1528.0404890072532, 1528.0798449966824, 1527.8389290033374, 1528.086174002965, 1527.9360209970037 ], "decode_4096_steps": [ 3300.387007999234, 3300.3497239988064, 3300.3363119933056, 3300.279718998354, 3300.305013995967 ], "decode_8192_steps": [ 7584.869725003955, 7585.328950997791, 7584.887957011233, 7584.5957239944255, 7584.426646004431 ], "decode_16384_steps": [ 19201.249454010394, 19201.639856997645, 19204.125007003313, 19205.67145998939, 19203.345446003368 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=128, attn_map=flash)": { "compile_16384_steps": [ 14240.555668002344, 14092.351956001949, 14090.963726004702 ], "decode_256_steps": [ 177.8642800054513, 177.87490650516702, 177.81425199791556, 177.8042359946994, 177.80936350027332 ], "decode_512_steps": [ 357.29688599531073, 357.1466660068836, 357.24647299502976, 357.2158099996159, 357.32330600149 ], "decode_1024_steps": [ 720.6894370028749, 720.6736419902882, 720.7483149977634, 720.7256440015044, 720.6468309886986 ], "decode_2048_steps": [ 1465.3223200002685, 1465.2872659935383, 1465.2711380040273, 1465.2198660041904, 1465.1581719954265 ], "decode_4096_steps": [ 3018.2173950015567, 3017.7452330099186, 3017.7131639939034, 3018.0482680007117, 3017.9013180022594 ], "decode_8192_steps": [ 6375.114062000648, 6374.634273000993, 6374.847478989977, 6375.079190998804, 6375.0889180082595 ], "decode_16384_steps": [ 14091.175690991804, 14091.498657988268, 14091.216631990392, 14091.547275005723, 14091.238109991536 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=math)": { "compile_16384_steps": [ 17374.905560995103, 17218.11439898738, 17218.139036005596 ], "decode_256_steps": [ 181.37855199893238, 181.3722099905135, 181.4173290040344, 181.41928799741436, 181.40740499075036 ], "decode_512_steps": [ 365.0371050025569, 364.9720520043047, 364.9860330042429, 364.92284599808045, 364.8638540034881 ], "decode_1024_steps": [ 740.5965540092438, 740.8000090072164, 740.6480240024393, 740.6831580010476, 740.7148250058526 ], "decode_2048_steps": [ 1528.93544100516, 1528.871230999357, 1528.7693089921959, 1528.896290998091, 1528.9309849904384 ], "decode_4096_steps": [ 3253.3930279896595, 3253.288887994131, 3253.5381380002946, 3253.534043993568, 3253.4021939936792 ], "decode_8192_steps": [ 7235.012138989987, 7235.591036005644, 7234.630091988947, 7234.783135005273, 7234.75167399738 ], "decode_16384_steps": [ 17218.89650299272, 17218.76897799666, 17218.732060995535, 17218.119364013546, 17218.56628700334 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=mem_efficient)": { "compile_16384_steps": [ 19419.43414299749, 19270.879598989268, 19272.9372120084 ], "decode_256_steps": [ 179.14339550043223, 179.1644195036497, 179.18116949294927, 179.1274134957348, 179.13259850320173 ], "decode_512_steps": [ 361.6867239907151, 361.64015100803226, 361.67930100054946, 361.6672269999981, 361.6500560019631 ], "decode_1024_steps": [ 737.9966330045136, 737.9157879913691, 737.954603988328, 738.0044750025263, 738.0409509933088 ], "decode_2048_steps": [ 1535.8464379969519, 1535.8414509973954, 1535.9264610015089, 1535.7929909951054, 1535.9541479992913 ], "decode_4096_steps": [ 3316.1441480042413, 3316.672960994765, 3316.1548069911078, 3316.2853149988223, 3316.238201005035 ], "decode_8192_steps": [ 7617.660460993648, 7617.828325994196, 7617.848090012558, 7617.883390004863, 7617.922278994229 ], "decode_16384_steps": [ 19272.18605201051, 19273.660745006055, 19272.417204003432, 19270.672407001257, 19272.471795004094 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=256, attn_map=flash)": { "compile_16384_steps": [ 14277.450160006993, 14122.810575994663, 14123.111723994953 ], "decode_256_steps": [ 178.4154050037614, 178.42842750542331, 178.4822669942514, 178.45001749810763, 178.4124844998587 ], "decode_512_steps": [ 358.41267700016033, 358.3985320001375, 358.43574898899533, 358.3188079937827, 358.36199700133875 ], "decode_1024_steps": [ 723.069833999034, 722.9565179877682, 723.025865998352, 722.9346599924611, 723.0160339968279 ], "decode_2048_steps": [ 1469.4166190020042, 1469.4509929977357, 1469.6112679957878, 1469.4113279983867, 1469.50688000652 ], "decode_4096_steps": [ 3025.6352899887133, 3025.8385659981286, 3026.104638003744, 3025.822140989476, 3025.7315579947317 ], "decode_8192_steps": [ 6390.747725003166, 6390.623795989086, 6390.771784994286, 6390.872126998147, 6390.825145004783 ], "decode_16384_steps": [ 14123.140199997579, 14123.336837001261, 14123.269746007281, 14122.801495992462, 14123.822150999331 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=512, attn_map=math)": { "compile_16384_steps": [ 17356.446181991487, 17201.83531800285, 17202.1835380001 ], "decode_256_steps": [ 184.0186100016581, 183.99357549787965, 183.9266114984639, 183.9665090010385, 183.93533749622293 ], "decode_512_steps": [ 367.67388599400874, 367.5797030009562, 367.5815830065403, 367.64458600373473, 367.6893590018153 ], "decode_1024_steps": [ 746.5431330056163, 746.5854960028082, 746.6228549892548, 746.6843649890507, 746.6156680020504 ], "decode_2048_steps": [ 1540.111366994097, 1540.106904998538, 1540.0772169959964, 1540.0973560026614, 1540.192650994868 ], "decode_4096_steps": [ 3271.674278003047, 3271.7290830041748, 3271.4896880061133, 3271.4408410101896, 3272.067584999604 ], "decode_8192_steps": [ 7254.520845002844, 7255.207276000874, 7254.725703998702, 7254.8612410028, 7255.365196993807 ], "decode_16384_steps": [ 17201.786197998445, 17202.207900001667, 17202.34042798984, 17201.934037002502, 17202.129957993748 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=512, attn_map=mem_efficient)": { "compile_16384_steps": [ 19546.990503004054, 19390.051989990752, 19392.29183300631 ], "decode_256_steps": [ 182.61670349602355, 182.5895789952483, 182.7318350042333, 182.5854869966861, 182.64666850154754 ], "decode_512_steps": [ 364.9678980000317, 365.05866100196727, 364.8981750011444, 364.9645459954627, 364.94776199106127 ], "decode_1024_steps": [ 744.7969640052179, 744.8071309918305, 744.8286980070407, 744.8269650049042, 744.8879059957108 ], "decode_2048_steps": [ 1549.6149630052969, 1549.7346659976756, 1549.5852190069854, 1549.6835990052205, 1549.710634004441 ], "decode_4096_steps": [ 3344.448839998222, 3344.3766860000324, 3344.4641860114643, 3344.553310002084, 3344.306746002985 ], "decode_8192_steps": [ 7674.586442997679, 7674.662475998048, 7674.602430008235, 7674.673029003316, 7674.756205000449 ], "decode_16384_steps": [ 19388.04522200371, 19388.90326100227, 19387.592162995134, 19386.90023800882, 19387.959877989488 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=512, attn_map=flash)": { "compile_16384_steps": [ 14314.313587994548, 14157.960575001198, 14158.212326001376 ], "decode_256_steps": [ 180.02029350464, 180.07034100446617, 180.02736899507, 180.06807249912526, 180.04707799991593 ], "decode_512_steps": [ 359.881485986989, 359.87536000902764, 359.8654529923806, 359.79126299207564, 359.8430949932663 ], "decode_1024_steps": [ 725.6883990048664, 725.644813006511, 725.6664770102361, 725.8087530062767, 725.7315730093978 ], "decode_2048_steps": [ 1474.6778169937897, 1474.655301994062, 1474.671878007939, 1474.5250880077947, 1474.7504749975633 ], "decode_4096_steps": [ 3035.187721005059, 3035.3096360049676, 3035.4419039940694, 3035.3831139946124, 3035.23081401363 ], "decode_8192_steps": [ 6408.556932990905, 6408.522074008943, 6408.396617000108, 6408.468035006081, 6408.309810998617 ], "decode_16384_steps": [ 14156.587738005328, 14157.595023003523, 14157.684920006432, 14156.638379994547, 14156.885588003206 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=math)": { "compile_16384_steps": [ 17528.964102006285, 17369.635531009408, 17369.023181003286 ], "decode_256_steps": [ 189.94050300534582, 189.96521949884482, 190.02341099985642, 190.0009009987116, 189.95629649725743 ], "decode_512_steps": [ 379.65094299579505, 379.62696500471793, 379.66989498818293, 379.6910079981899, 379.72895200073253 ], "decode_1024_steps": [ 759.1423869889695, 759.17625099828, 759.0840140037471, 759.0839610056719, 759.0476420009509 ], "decode_2048_steps": [ 1564.4592369935708, 1564.4867600058205, 1564.3935349944513, 1564.6219149930403, 1564.3751439929474 ], "decode_4096_steps": [ 3319.0572089952184, 3318.791489000432, 3319.0766549960244, 3319.3963460071245, 3319.3717020039912 ], "decode_8192_steps": [ 7343.1053109961795, 7343.114250994404, 7342.745164991356, 7343.1059680006, 7342.89874699607 ], "decode_16384_steps": [ 17370.145616994705, 17369.944890000625, 17369.637037991197, 17369.72891300684, 17369.59999600367 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=mem_efficient)": { "compile_16384_steps": [ 19789.294597998378, 19642.386152001563, 19641.951910001808 ], "decode_256_steps": [ 190.6134965029196, 190.18882400268922, 190.14767750923056, 190.16142199689057, 190.20493399875704 ], "decode_512_steps": [ 380.10794699948747, 380.16285600315314, 380.2315760112833, 380.0923770031659, 380.0978569925064 ], "decode_1024_steps": [ 759.9460369965527, 760.0403780088527, 760.0838159996783, 759.930070998962, 760.0155270047253 ], "decode_2048_steps": [ 1579.9231290002353, 1580.091794996406, 1580.1469200087013, 1579.8686530033592, 1580.0371789955534 ], "decode_4096_steps": [ 3405.8800880011404, 3405.8733319980092, 3405.8671230013715, 3405.7375120028155, 3405.821972992271 ], "decode_8192_steps": [ 7798.175916002947, 7798.3580290019745, 7798.365676004323, 7798.710178001784, 7798.401314998046 ], "decode_16384_steps": [ 19639.137054997263, 19639.402808999876, 19639.799189011683, 19639.52879900171, 19639.85390200105 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=1024, attn_map=flash)": { "compile_16384_steps": [ 14402.211549997446, 14256.02591400093, 14254.664284002502 ], "decode_256_steps": [ 183.28417050361168, 183.32029150769813, 183.34452150156721, 183.31641150143696, 183.43270500190556 ], "decode_512_steps": [ 366.3698650052538, 366.4716620114632, 366.5006590017583, 366.4373029896524, 366.4334390050499 ], "decode_1024_steps": [ 732.5911880034255, 732.6434580027126, 732.5662370130885, 732.7437490021111, 732.4998380063334 ], "decode_2048_steps": [ 1486.9820360036101, 1486.9240800035186, 1486.9977420021314, 1486.970031997771, 1486.998438995215 ], "decode_4096_steps": [ 3060.6622280029114, 3060.56982598966, 3060.609997002757, 3060.602851997828, 3060.797227997682 ], "decode_8192_steps": [ 6457.495477996417, 6457.7156320010545, 6457.325381998089, 6457.664512010524, 6457.496928996989 ], "decode_16384_steps": [ 14254.773429987836, 14255.417855994892, 14255.408046010416, 14254.900351996184, 14255.698135995772 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2048, attn_map=math)": { "compile_16384_steps": [ 17870.678349994705, 17715.48379199521, 17715.857026007143 ], "decode_256_steps": [ 201.70343200152274, 201.84048000373878, 201.7659779958194, 201.73436700133607, 201.7582549888175 ], "decode_512_steps": [ 403.25184700486716, 403.1768069980899, 403.2211610028753, 403.20500898815226, 403.25406299962196 ], "decode_1024_steps": [ 806.2509749870514, 806.0803880071035, 806.0717879998265, 806.1157359916251, 806.18440300168 ], "decode_2048_steps": [ 1611.7911789915524, 1611.8532539985608, 1611.6945210087579, 1611.9761040026788, 1611.8515039997874 ], "decode_4096_steps": [ 3407.9514509940054, 3407.9662220028695, 3408.0730540008517, 3407.772898004623, 3407.62990800431 ], "decode_8192_steps": [ 7514.3937789980555, 7514.295831992058, 7514.492298010737, 7514.317873006803, 7514.081066998187 ], "decode_16384_steps": [ 17716.481698997086, 17715.402248999453, 17715.696960003697, 17715.9901529958, 17715.565466001863 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2048, attn_map=mem_efficient)": { "compile_16384_steps": [ 20292.81235700182, 20145.153624005616, 20144.915395998396 ], "decode_256_steps": [ 205.3126180107938, 205.33718599472195, 205.33491800597403, 205.44228301150724, 205.28998000372667 ], "decode_512_steps": [ 410.28908400039654, 410.51840799627826, 410.4008040012559, 410.30129700084217, 410.2880680002272 ], "decode_1024_steps": [ 820.4664770019008, 820.4685370001243, 820.5154330062214, 820.3772670094622, 820.387619009125 ], "decode_2048_steps": [ 1640.5799409985775, 1640.7211649930105, 1640.499954999541, 1640.5542050051736, 1640.539843996521 ], "decode_4096_steps": [ 3528.5849580104696, 3528.578049998032, 3528.8033160031773, 3528.7440959946252, 3528.541211009724 ], "decode_8192_steps": [ 8046.430589994998, 8046.598282002378, 8046.137423996697, 8046.636402010336, 8046.48222499236 ], "decode_16384_steps": [ 20144.624565000413, 20143.453712007613, 20144.377251999686, 20143.166880006902, 20144.716173002962 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=2048, attn_map=flash)": { "compile_16384_steps": [ 14575.102475995664, 14419.02865099837, 14419.332359000691 ], "decode_256_steps": [ 188.8622159967781, 188.82871450477978, 188.83301849564305, 188.82887949439464, 188.8160624948796 ], "decode_512_steps": [ 377.4989740049932, 377.3748399980832, 377.49096400511917, 377.35456399968825, 377.50839100044686 ], "decode_1024_steps": [ 754.493543994613, 754.6502190089086, 754.4990830065217, 754.516300992691, 754.6185219980543 ], "decode_2048_steps": [ 1508.9383519953117, 1508.7400720076403, 1508.8180970051326, 1508.8178959995275, 1508.7515560007887 ], "decode_4096_steps": [ 3101.9020509993425, 3101.847377998638, 3102.119239003514, 3101.819884002907, 3102.0547990046907 ], "decode_8192_steps": [ 6540.1187669922365, 6540.18846800318, 6540.256105989101, 6540.76671799703, 6540.307092000148 ], "decode_16384_steps": [ 14418.324294994818, 14418.132226011949, 14418.087067009765, 14418.241855993983, 14418.23247600405 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=math)": { "compile_16384_steps": [ 18583.546038993518, 18426.79653300729, 18427.335508007673 ], "decode_256_steps": [ 224.7315790009452, 224.89886899711564, 224.89248499914538, 224.77250899828505, 224.85896799480543 ], "decode_512_steps": [ 449.38368500152137, 449.42758898832835, 449.4311450107489, 449.3741129990667, 449.46368399541825 ], "decode_1024_steps": [ 898.3536290033953, 898.6728040035814, 898.5614599951077, 898.4819439938292, 898.5498620022554 ], "decode_2048_steps": [ 1796.6772079962539, 1796.6692550107837, 1796.7582679993939, 1796.6189079888863, 1796.6576229955535 ], "decode_4096_steps": [ 3593.0229959922144, 3592.9913020081585, 3593.0588240007637, 3592.914603999816, 3592.983273003483 ], "decode_8192_steps": [ 7867.662485004985, 7867.208309005946, 7867.76904600265, 7867.674003995489, 7867.295880991151 ], "decode_16384_steps": [ 18427.15675100044, 18426.31781399541, 18426.90234699694, 18426.569545001257, 18427.277846989455 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=mem_efficient)": { "compile_16384_steps": [ 21306.43776600482, 21160.780122998403, 21160.593948996393 ], "decode_256_steps": [ 236.4036369981477, 236.42345200642012, 236.36930699285585, 236.3667629979318, 236.46352099603973 ], "decode_512_steps": [ 472.4920650041895, 472.5353909889236, 472.5071520078927, 472.4740920064505, 472.5304000021424 ], "decode_1024_steps": [ 944.7354179865215, 944.5849740004633, 944.6919449983397, 944.6883950004121, 944.7448239952791 ], "decode_2048_steps": [ 1889.0970909997122, 1889.1947060037637, 1889.1322730050888, 1888.9449760026764, 1889.1861930023879 ], "decode_4096_steps": [ 3777.8326510015177, 3777.6792489894433, 3777.809977007564, 3777.761941004428, 3777.969240996754 ], "decode_8192_steps": [ 8549.217938008951, 8548.972375996527, 8549.005827007932, 8549.116523994599, 8548.882479997701 ], "decode_16384_steps": [ 21160.83009399881, 21161.391089990502, 21160.41519299324, 21160.455728007946, 21160.57780799747 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=4096, attn_map=flash)": { "compile_16384_steps": [ 14909.384161001071, 14763.056013005553, 14763.320319005288 ], "decode_256_steps": [ 199.35801349492976, 199.46497600176372, 199.4428699981654, 199.48718450177694, 199.46715499827405 ], "decode_512_steps": [ 398.787005993654, 398.71933100221213, 398.6923070042394, 398.6302080011228, 398.724497994408 ], "decode_1024_steps": [ 797.0003439986613, 797.0532219915185, 796.9928240054287, 797.0961739920313, 797.0183220022591 ], "decode_2048_steps": [ 1594.0373490011552, 1593.8669810129795, 1593.7403160060057, 1593.8599000073737, 1593.7405040021986 ], "decode_4096_steps": [ 3187.3128110019024, 3187.3061020014575, 3187.3740529990755, 3187.371603999054, 3187.5208580022445 ], "decode_8192_steps": [ 6707.890363002662, 6707.856865992653, 6708.001826991676, 6707.987034998951, 6707.943670000532 ], "decode_16384_steps": [ 14763.272179989144, 14762.336075000349, 14762.094335004804, 14763.566207999247, 14762.959662999492 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8192, attn_map=math)": { "compile_16384_steps": [ 19761.083888995927, 19760.752346002846, 19761.056624003686 ], "decode_256_steps": [ 267.7947049960494, 267.9413920122897, 267.8371179936221, 267.8841699962504, 267.91185000911355 ], "decode_512_steps": [ 535.361988004297, 535.3901000053156, 535.4297759913607, 535.3610619931715, 535.4387239931384 ], "decode_1024_steps": [ 1070.3561380069004, 1070.4467210016446, 1070.508681004867, 1070.429799001431, 1070.5079239996849 ], "decode_2048_steps": [ 2140.694554997026, 2140.586452005664, 2140.7320680009434, 2140.4584529955173, 2140.5727280071005 ], "decode_4096_steps": [ 4280.911676003598, 4280.9000730048865, 4280.962992008426, 4280.7827170036035, 4281.098569990718 ], "decode_8192_steps": [ 8561.441453988664, 8561.335242993664, 8561.564728006488, 8562.128915000358, 8561.886958996183 ], "decode_16384_steps": [ 19760.692284995457, 19761.056314004236, 19760.25830899016, 19759.97259200085, 19760.93017400126 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8192, attn_map=mem_efficient)": { "compile_16384_steps": [ 23166.08540400921, 23167.01298499538, 23168.572448994382 ], "decode_256_steps": [ 298.42985499999486, 298.4287589933956, 298.37029600457754, 298.36201599391643, 298.3560349966865 ], "decode_512_steps": [ 596.313599991845, 596.4929540059529, 596.4939339901321, 596.454732993152, 596.3971989986021 ], "decode_1024_steps": [ 1192.4087989900727, 1192.4703620024957, 1192.410561008728, 1192.4006690096576, 1192.5772040121956 ], "decode_2048_steps": [ 2384.525526998914, 2384.6653180080466, 2384.736457010149, 2384.6898969932226, 2384.677237001597 ], "decode_4096_steps": [ 4769.124048994854, 4769.3305110005895, 4769.123321006191, 4768.974266000441, 4768.894679000368 ], "decode_8192_steps": [ 9538.20547698706, 9537.553029003902, 9537.573581008473, 9537.41894000268, 9537.775201009936 ], "decode_16384_steps": [ 23170.129044010537, 23169.770722000976, 23169.873238002765, 23171.259790004115, 23171.44329599978 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=8192, attn_map=flash)": { "compile_16384_steps": [ 15429.734018005547, 15429.801580990897, 15429.746125999372 ], "decode_256_steps": [ 220.24801700899843, 220.2981720038224, 220.2407500008121, 220.42491399042774, 220.2448239986552 ], "decode_512_steps": [ 440.4229969950393, 440.37395299528725, 440.2650289994199, 440.1838619960472, 440.3082659991924 ], "decode_1024_steps": [ 880.3967769927112, 880.3239900007611, 880.4349470010493, 880.2701370004797, 880.4327410034603 ], "decode_2048_steps": [ 1760.2483910013689, 1760.3199090081034, 1760.5933169979835, 1760.5734929966275, 1759.9942649976583 ], "decode_4096_steps": [ 3520.433335012058, 3520.2167950046714, 3520.8117730071535, 3520.4435269988608, 3520.456780010136 ], "decode_8192_steps": [ 7040.708400993026, 7041.09462199267, 7040.370571005042, 7040.839573004632, 7040.507367011742 ], "decode_16384_steps": [ 15429.63855099515, 15430.858845997136, 15429.923140007304, 15429.736952995881, 15430.093442002544 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=math)": { "compile_16384_steps": [ 22398.772112006554, 22399.315581991686, 22398.666794004384 ], "decode_256_steps": [ 350.3411120036617, 350.27255400200374, 350.26198999548797, 350.3437390027102, 350.2991769928485 ], "decode_512_steps": [ 700.4235850035911, 700.3157209983328, 700.2123449929059, 700.3710229910212, 700.3899199917214 ], "decode_1024_steps": [ 1400.373437005328, 1400.1783409912605, 1400.5358279973734, 1399.908189996495, 1400.3941310074879 ], "decode_2048_steps": [ 2800.211420006235, 2800.0236099906033, 2800.065411007381, 2800.137274010922, 2799.7260609990917 ], "decode_4096_steps": [ 5600.176238003769, 5599.828089005314, 5599.939588006237, 5599.8375859926455, 5599.865784999565 ], "decode_8192_steps": [ 11199.753200999112, 11199.310586001957, 11199.375451993546, 11199.550257006194, 11199.11220499489 ], "decode_16384_steps": [ 22398.939266000525, 22397.978851993685, 22399.50846300053, 22398.364777996903, 22398.954629999935 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=mem_efficient)": { "compile_16384_steps": [ 27257.258305005962, 27257.09644300514, 27257.61045899708 ], "decode_256_steps": [ 426.3384439982474, 426.2685529974988, 426.3007350091357, 426.3487190037267, 426.2421859893948 ], "decode_512_steps": [ 852.140374990995, 852.1951590082608, 852.14065600303, 852.1963910025079, 852.2011939930962 ], "decode_1024_steps": [ 1703.9757069869665, 1704.2082480038516, 1704.0158239979064, 1704.0245499956654, 1703.9943499985384 ], "decode_2048_steps": [ 3407.5542819919065, 3407.7735810133163, 3407.6905670081032, 3407.624018000206, 3407.5581660144962 ], "decode_4096_steps": [ 6814.7695980005665, 6814.879700992606, 6815.083178997156, 6814.676252004574, 6815.064790003817 ], "decode_8192_steps": [ 13630.51864199224, 13630.860178993316, 13630.529107002076, 13631.50864400086, 13629.45531400328 ], "decode_16384_steps": [ 27258.621697998024, 27258.611985002062, 27259.551383001963, 27259.428105986444, 27259.24816299812 ] }, "(dim=256, max_sequence_len=16384, dynamic=True, dynamic_length_multiplier=16384, attn_map=flash)": { "compile_16384_steps": [ 16782.27591900213, 16782.99938699638, 16783.359380002366 ], "decode_256_steps": [ 262.588625002536, 262.4465370026883, 262.4844350066269, 262.595380001585, 262.6015599962557 ], "decode_512_steps": [ 524.8465679906076, 524.8134680005023, 524.8499520093901, 524.6490529971197, 524.6808329975465 ], "decode_1024_steps": [ 1049.0952450054465, 1049.4003569911001, 1049.056934993132, 1049.1992730094353, 1049.2139409907395 ], "decode_2048_steps": [ 2098.16305100685, 2098.2273460103897, 2098.1399419979425, 2098.084037002991, 2097.9566280002473 ], "decode_4096_steps": [ 4195.959868011414, 4195.529470001929, 4195.872766998946, 4196.1808939959155, 4195.924460000242 ], "decode_8192_steps": [ 8391.780244011898, 8391.911268001422, 8390.809210002772, 8391.303255004459, 8391.798954995465 ], "decode_16384_steps": [ 16782.113613007823, 16782.160861999728, 16782.193769991864, 16782.11183899839, 16781.57817698957 ] } }