SPB Git

spb/wp40_uqo

Public MIT
72.0 KB · 209 lines
1{"backend":"metal","compiled_now":true,"kernel":"shader_library_load","note":"runtime chunks=1 convert_s=0.000001","seconds":0.000470709,"t":0.014720625011250377,"wall_first_call":0.002732}2{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":31200,"device_seconds":8.250121027231216e-06,"elements":3900,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000221625,"n":390,"note":"runtime","peak_rss_after":14139392,"peak_rss_before":14139392,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00022333301603794098,"window":22}3{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.002781375078484416,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.00906625,"n":390000,"note":"runtime chunks=9600 convert_s=0.005355","peak_rss_after":483229696,"peak_rss_before":483196928,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.009070416912436485,"window":22}4{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":3.800005652010441e-05,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000285375,"n":3900,"note":"runtime chunks=100 convert_s=0.000045","peak_rss_after":487964672,"peak_rss_before":487964672,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00028620800003409386,"window":22}5{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.001574167,"n":3900,"note":"","peak_rss_after":551485440,"peak_rss_before":551485440,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0015745412092655897,"window":22}6{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.003030542,"n":390000,"note":"","peak_rss_after":567148544,"peak_rss_before":567148544,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0030305839609354734,"window":22}7{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":31232000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.015817167,"n":3900,"note":"","peak_rss_after":567164928,"peak_rss_before":567164928,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.015817374922335148,"window":22}8{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.00040549994446337223,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.001285375,"n":39000,"note":"runtime chunks=100","peak_rss_after":573456384,"peak_rss_before":573456384,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.001286958111450076,"window":22}9{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":312320,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.000168208,"n":3900,"note":"","peak_rss_after":573456384,"peak_rss_before":573456384,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0001682499423623085,"window":22}10{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.004132749978452921,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.010340917,"n":3900,"note":"runtime chunks=10000 convert_s=0.005427","peak_rss_after":573800448,"peak_rss_before":573800448,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.010346625000238419,"window":22}11{"P":64,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":5168,"device_seconds":0.0,"elements":390,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":8.1459e-05,"n":390,"note":"","peak_rss_after":573833216,"peak_rss_before":573833216,"precision":"fp64","rep":0,"threads":1,"wall_seconds":8.150003850460052e-05,"window":22}12{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000149999,"n":390,"note":"","peak_rss_after":573833216,"peak_rss_before":573833216,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0001504160463809967,"window":22}13{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000291667,"n":39000,"note":"","peak_rss_after":575094784,"peak_rss_before":575094784,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0002917500678449869,"window":22}14{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0021750833839178085,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.009735792,"n":3900,"note":"runtime chunks=1000","peak_rss_after":778092544,"peak_rss_before":778092544,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.009739124914631248,"window":22}15{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":4.19167336076498e-05,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000576459,"n":390000,"note":"runtime chunks=96 convert_s=0.000037","peak_rss_after":778108928,"peak_rss_before":778092544,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.000577207887545228,"window":22}16{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":6.4334e-05,"n":39000,"note":"","peak_rss_after":778108928,"peak_rss_before":778108928,"precision":"fp64","rep":0,"threads":10,"wall_seconds":6.441609002649784e-05,"window":22}17{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":312320,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":7.5875e-05,"n":3900,"note":"","peak_rss_after":778108928,"peak_rss_before":778108928,"precision":"fp64","rep":0,"threads":10,"wall_seconds":7.595797069370747e-05,"window":22}18{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.001169333,"n":3900,"note":"","peak_rss_after":778141696,"peak_rss_before":778141696,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0011695839930325747,"window":22}19{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.030817875,"n":3900,"note":"","peak_rss_after":778141696,"peak_rss_before":778141696,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.030818583210930228,"window":22}20{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000324791,"n":3900,"note":"","peak_rss_after":778141696,"peak_rss_before":778141696,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0003250839654356241,"window":22}21{"P":64,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":516800,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.001675792,"n":390,"note":"","peak_rss_after":778190848,"peak_rss_before":778190848,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0016759589780122042,"window":22}22{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.013344249920919538,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.041952875,"n":390000,"note":"runtime chunks=9600","peak_rss_after":2962227200,"peak_rss_before":2962227200,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.041955916909500957,"window":22}23{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":31200,"device_seconds":1.1875061318278313e-05,"elements":3900,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000200417,"n":3900,"note":"runtime chunks=1 convert_s=0.000000","peak_rss_after":2962227200,"peak_rss_before":2962227200,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00020091701298952103,"window":22}24{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.00025899987667798996,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.001260459,"n":390000,"note":"runtime chunks=96","peak_rss_after":2962227200,"peak_rss_before":2962227200,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0012629169505089521,"window":22}25{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":31520,"device_seconds":0.00011362484656274319,"elements":3900,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.00032325,"n":390,"note":"runtime jobs=10","peak_rss_after":2962276352,"peak_rss_before":2962276352,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00032391585409641266,"window":22}26{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":156000,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"regression_stats","kernel_wall_seconds":2.9833e-05,"n":390,"note":"","peak_rss_after":2962292736,"peak_rss_before":2962292736,"precision":"fp64","rep":0,"threads":1,"wall_seconds":2.9916875064373016e-05,"window":22}27{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0013877497985959053,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.004848959,"n":390000,"note":"runtime chunks=960","peak_rss_after":2962292736,"peak_rss_before":2962292736,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0048513340298086405,"window":22}28{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.205967917,"n":390000,"note":"","peak_rss_after":2962309120,"peak_rss_before":2962292736,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.205968416063115,"window":22}29{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":312000,"device_seconds":2.5458401069045067e-05,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000698167,"n":3900,"note":"runtime","peak_rss_after":2962636800,"peak_rss_before":2962636800,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0006990409456193447,"window":22}30{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.003381041,"n":390,"note":"","peak_rss_after":2962636800,"peak_rss_before":2962636800,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0033819579984992743,"window":22}31{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.20617025,"n":3900,"note":"","peak_rss_after":2962636800,"peak_rss_before":2962636800,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.2061705410014838,"window":22}32{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.0020402909999999996,"n":39000,"note":"","peak_rss_after":2962636800,"peak_rss_before":2962636800,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.002040499821305275,"window":22}33{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":3123200,"device_seconds":0.001660750014707446,"elements":390000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.002518167,"n":3900,"note":"runtime jobs=100","peak_rss_after":2962636800,"peak_rss_before":2962636800,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0025211668107658625,"window":22}34{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.001619125,"n":39000,"note":"","peak_rss_after":2968567808,"peak_rss_before":2968567808,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.001619500108063221,"window":22}35{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3123200,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.00035525,"n":3900,"note":"","peak_rss_after":2968715264,"peak_rss_before":2968715264,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00035550002939999104,"window":22}36{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.0006645,"n":390000,"note":"","peak_rss_after":2975006720,"peak_rss_before":2975006720,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0006645410321652889,"window":22}37{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":312000,"device_seconds":2.0708423107862473e-05,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000235916,"n":390,"note":"runtime","peak_rss_after":2975006720,"peak_rss_before":2975006720,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0002365419641137123,"window":22}38{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.00014774990268051624,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000585583,"n":390000,"note":"runtime","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0005861250683665276,"window":22}39{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000299584,"n":390,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.00029966700822114944,"window":22}40{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120,"device_seconds":0.0,"elements":390,"k":4,"kernel":"realized_fused","kernel_wall_seconds":1.2499999999999999e-06,"n":390,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":1,"wall_seconds":1.4170072972774506e-06,"window":22}41{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":5.025e-05,"n":3900,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":10,"wall_seconds":5.054101347923279e-05,"window":22}42{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":15600,"device_seconds":0.0,"elements":390,"k":4,"kernel":"regression_stats","kernel_wall_seconds":3.083e-06,"n":390,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":10,"wall_seconds":3.125052899122238e-06,"window":22}43{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":156000,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"regression_stats","kernel_wall_seconds":2.9291e-05,"n":3900,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":10,"wall_seconds":2.9375078156590462e-05,"window":22}44{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120,"device_seconds":0.0,"elements":390,"k":4,"kernel":"realized_fused","kernel_wall_seconds":1.291e-06,"n":390,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":10,"wall_seconds":1.4170072972774506e-06,"window":22}45{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000175625,"n":39000,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.00017574988305568695,"window":22}46{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.002040751,"n":390000,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0020409158896654844,"window":22}47{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.001181709,"n":390,"note":"","peak_rss_after":2978152448,"peak_rss_before":2978152448,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0011819161009043455,"window":22}48{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.31343925,"n":3900,"note":"","peak_rss_after":2978201600,"peak_rss_before":2978168832,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.313440958969295,"window":22}49{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":7.8875e-05,"n":390,"note":"","peak_rss_after":2978267136,"peak_rss_before":2978267136,"precision":"fp64","rep":0,"threads":10,"wall_seconds":7.925019599497318e-05,"window":22}50{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.002889959,"n":390000,"note":"","peak_rss_after":3025453056,"peak_rss_before":3025453056,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0028903749771416187,"window":22}51{"P":64,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":5168000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.015864375,"n":390,"note":"","peak_rss_after":3025453056,"peak_rss_before":3025453056,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.015864707995206118,"window":22}52{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000172667,"n":39000,"note":"","peak_rss_after":3025453056,"peak_rss_before":3025453056,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0001727500930428505,"window":22}53{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":156000,"device_seconds":4.937499761581421e-05,"elements":3900,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.00070525,"n":390,"note":"runtime chunks=10","peak_rss_after":3025518592,"peak_rss_before":3025518592,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0007074580062180758,"window":22}54{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.006568083,"n":39000,"note":"","peak_rss_after":3025518592,"peak_rss_before":3025518592,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.006568207871168852,"window":22}55{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000649208,"n":3900,"note":"","peak_rss_after":3025518592,"peak_rss_before":3025518592,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0006493339315056801,"window":22}56{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000311292,"n":39000,"note":"","peak_rss_after":3025518592,"peak_rss_before":3025518592,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0003113748971372843,"window":22}57{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.001629917,"n":390,"note":"","peak_rss_after":3025633280,"peak_rss_before":3025633280,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.001630375161767006,"window":22}58{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.20600325,"n":39000,"note":"","peak_rss_after":3025666048,"peak_rss_before":3025666048,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.20600395812653005,"window":22}59{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":31520000,"device_seconds":0.0006594166625291109,"elements":3900000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.00629325,"n":390,"note":"runtime jobs=10000","peak_rss_after":3025813504,"peak_rss_before":3025813504,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.006297833053395152,"window":22}60{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.003396875,"n":39000,"note":"","peak_rss_after":3025813504,"peak_rss_before":3025813504,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.003397500142455101,"window":22}61{"P":64,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":516800,"device_seconds":0.0003147500101476908,"elements":39000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.000942208,"n":390,"note":"runtime jobs=6400","peak_rss_after":3025944576,"peak_rss_before":3025944576,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.000943250022828579,"window":22}62{"P":64,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":33248000,"device_seconds":0.012049624929204583,"elements":3900000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.018188875,"n":3900,"note":"runtime jobs=64000","peak_rss_after":3027517440,"peak_rss_before":3027517440,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.018193292198702693,"window":22}63{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":15600,"device_seconds":0.0,"elements":390,"k":4,"kernel":"regression_stats","kernel_wall_seconds":3.042e-06,"n":390,"note":"","peak_rss_after":3027517440,"peak_rss_before":3027517440,"precision":"fp64","rep":0,"threads":1,"wall_seconds":3.125052899122238e-06,"window":22}64{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"realized_fused","kernel_wall_seconds":1.1708e-05,"n":3900,"note":"","peak_rss_after":3027517440,"peak_rss_before":3027517440,"precision":"fp64","rep":0,"threads":1,"wall_seconds":1.1832918971776962e-05,"window":22}65{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.002007958,"n":390,"note":"","peak_rss_after":3027517440,"peak_rss_before":3027517440,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.002008124953135848,"window":22}66{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.03352725,"n":390000,"note":"","peak_rss_after":3027517440,"peak_rss_before":3027517440,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.03352841711603105,"window":22}67{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31520,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":1.625e-05,"n":390,"note":"","peak_rss_after":3027517440,"peak_rss_before":3027517440,"precision":"fp64","rep":0,"threads":1,"wall_seconds":1.6333069652318954e-05,"window":22}68{"P":64,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":5168000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.083437208,"n":390,"note":"","peak_rss_after":3027517440,"peak_rss_before":3027517440,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.08343737479299307,"window":22}69{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":3152,"device_seconds":0.0001561250537633896,"elements":390,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.000503458,"n":390,"note":"runtime jobs=1","peak_rss_after":3027533824,"peak_rss_before":3027517440,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0005044580902904272,"window":22}70{"P":64,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":33248000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.806065917,"n":3900,"note":"","peak_rss_after":3027533824,"peak_rss_before":3027533824,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.80606700014323,"window":22}71{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.00016562499999999997,"n":390,"note":"","peak_rss_after":3027533824,"peak_rss_before":3027533824,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.00016574980691075325,"window":22}72{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.00850725,"n":390,"note":"","peak_rss_after":3027599360,"peak_rss_before":3027599360,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.008507875027135015,"window":22}73{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.077642042,"n":3900,"note":"","peak_rss_after":3027599360,"peak_rss_before":3027599360,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.07764325011521578,"window":22}74{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.032254416,"n":39000,"note":"","peak_rss_after":3027599360,"peak_rss_before":3027599360,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.03225520788691938,"window":22}75{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31520,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":3.0583e-05,"n":390,"note":"","peak_rss_after":3027599360,"peak_rss_before":3027599360,"precision":"fp64","rep":0,"threads":10,"wall_seconds":3.074994310736656e-05,"window":22}76{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0004963334649801254,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.001481042,"n":3900,"note":"runtime chunks=100","peak_rss_after":3027599360,"peak_rss_before":3027599360,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0014845000114291906,"window":22}77{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.00744049996137619,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.024676583,"n":3900,"note":"runtime","peak_rss_after":3339616256,"peak_rss_before":3339616256,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.02468333300203085,"window":22}78{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":6.5e-05,"n":3900,"note":"","peak_rss_after":3339616256,"peak_rss_before":3339616256,"precision":"fp64","rep":0,"threads":1,"wall_seconds":6.508291698992252e-05,"window":22}79{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.00013316655531525612,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000986958,"n":390,"note":"runtime","peak_rss_after":3339616256,"peak_rss_before":3339616256,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0009875840041786432,"window":22}80{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":31520000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.003081,"n":390,"note":"","peak_rss_after":3339616256,"peak_rss_before":3339616256,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0030812500044703484,"window":22}81{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000291792,"n":3900,"note":"","peak_rss_after":3339632640,"peak_rss_before":3339632640,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0002918748650699854,"window":22}82{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":156000,"device_seconds":7.650000043213367e-05,"elements":3900,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000677083,"n":3900,"note":"runtime chunks=1","peak_rss_after":3339649024,"peak_rss_before":3339649024,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0006790000479668379,"window":22}83{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":31232,"device_seconds":0.0010824583005160093,"elements":3900,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.001796625,"n":3900,"note":"runtime jobs=1","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.001798874931409955,"window":22}84{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":31200,"device_seconds":7.750000804662704e-06,"elements":3900,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000498166,"n":3900,"note":"runtime","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0004985418636351824,"window":22}85{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.065310041,"n":39000,"note":"","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.065310665871948,"window":22}86{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":31232,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":1.5916e-05,"n":3900,"note":"","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp64","rep":0,"threads":1,"wall_seconds":1.5999889001250267e-05,"window":22}87{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":3152000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.000354084,"n":390,"note":"","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.000354166142642498,"window":22}88{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":312000,"device_seconds":2.0791776478290558e-05,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000276625,"n":39000,"note":"runtime","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00027845893055200577,"window":22}89{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.013298500096425414,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.04132775,"n":3900,"note":"runtime chunks=10000","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.041331208078190684,"window":22}90{"P":64,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":33248,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.00020925,"n":3900,"note":"","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0002093748189508915,"window":22}91{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":312000,"device_seconds":1.1333264410495758e-05,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000200166,"n":3900,"note":"runtime chunks=10 convert_s=0.000003","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0002010418102145195,"window":22}92{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0004401665646582842,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.001720125,"n":390000,"note":"runtime chunks=960 convert_s=0.000499","peak_rss_after":3339665408,"peak_rss_before":3339665408,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0017241251189261675,"window":22}93{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":3152000,"device_seconds":0.00011783349327743053,"elements":390000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.001301833,"n":390,"note":"runtime jobs=1000","peak_rss_after":3339681792,"peak_rss_before":3339681792,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0013047908432781696,"window":22}94{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3123200,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.001613042,"n":3900,"note":"","peak_rss_after":3339698176,"peak_rss_before":3339681792,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0016131249722093344,"window":22}95{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.070508833,"n":390000,"note":"","peak_rss_after":3339698176,"peak_rss_before":3339698176,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.07050949987024069,"window":22}96{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.002019585,"n":390000,"note":"","peak_rss_after":3339698176,"peak_rss_before":3339698176,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0020198330748826265,"window":22}97{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.020604333,"n":39000,"note":"","peak_rss_after":3339698176,"peak_rss_before":3339698176,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.02060479111969471,"window":22}98{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0013863751664757729,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.003632458,"n":390000,"note":"runtime","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00363687495701015,"window":22}99{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":3120,"device_seconds":8.875038474798203e-06,"elements":390,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000445959,"n":390,"note":"runtime","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0004463749937713146,"window":22}100{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":312320000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.03077775,"n":3900,"note":"","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.03077858407050371,"window":22}101{"P":64,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":33248000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.154897875,"n":3900,"note":"","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.1548987089190632,"window":22}102{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":31200,"device_seconds":1.9625062122941017e-05,"elements":3900,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.00060025,"n":390,"note":"runtime chunks=10 convert_s=0.000002","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0006012502126395702,"window":22}103{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3152,"device_seconds":0.0,"elements":390,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":1.958e-06,"n":390,"note":"","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp64","rep":0,"threads":1,"wall_seconds":1.9581057131290436e-06,"window":22}104{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.000124374870210886,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000862167,"n":390,"note":"runtime chunks=100","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0008627921342849731,"window":22}105{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":312320000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.163040542,"n":3900,"note":"","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.16304504103027284,"window":22}106{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.007000624900683761,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.024219416,"n":390000,"note":"runtime","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.024224832886829972,"window":22}107{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":6.833e-06,"n":3900,"note":"","peak_rss_after":3370926080,"peak_rss_before":3370926080,"precision":"fp64","rep":0,"threads":10,"wall_seconds":6.875023245811462e-06,"window":22}108{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.027701917,"n":390000,"note":"","peak_rss_after":3380363264,"peak_rss_before":3380363264,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.02770245890133083,"window":22}109{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.00045329400000000003,"n":3900,"note":"","peak_rss_after":3380363264,"peak_rss_before":3380363264,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00045370799489319324,"window":22}110{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":6.4375e-05,"n":39000,"note":"","peak_rss_after":3380363264,"peak_rss_before":3380363264,"precision":"fp64","rep":0,"threads":1,"wall_seconds":6.445799954235554e-05,"window":22}111{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.00048666599999999996,"n":390,"note":"","peak_rss_after":3380363264,"peak_rss_before":3380363264,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0004870411939918995,"window":22}112{"P":64,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":332480,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.0083115,"n":3900,"note":"","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.008311584126204252,"window":22}113{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.031674,"n":39000,"note":"","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.03167416690848768,"window":22}114{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":312000,"device_seconds":2.5916611775755882e-05,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000368125,"n":39000,"note":"runtime chunks=10 convert_s=0.000004","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0003690409939736128,"window":22}115{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":315200,"device_seconds":0.00022820825688540936,"elements":39000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.000633083,"n":390,"note":"runtime jobs=100","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0006335829384624958,"window":22}116{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":312320000,"device_seconds":0.004328874871134758,"elements":39000000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.059796666,"n":3900,"note":"runtime jobs=10000","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.059801666997373104,"window":22}117{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.00943875,"n":39000,"note":"","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00943895778618753,"window":22}118{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":31520000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.01975175,"n":390,"note":"","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.019752082880586386,"window":22}119{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":5.7833269238471985e-05,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000461291,"n":39000,"note":"runtime chunks=100 convert_s=0.000049","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0004621250554919243,"window":22}120{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000336167,"n":39000,"note":"","peak_rss_after":3380412416,"peak_rss_before":3380412416,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00033633317798376083,"window":22}121{"P":64,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":5168000,"device_seconds":0.0024419999681413174,"elements":390000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.004150208,"n":390,"note":"runtime jobs=64000","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.004152917070314288,"window":22}122{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000115833,"n":390,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00011604186147451401,"window":22}123{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.086825708,"n":390000,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.08682633307762444,"window":22}124{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":156000,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"regression_stats","kernel_wall_seconds":4.1375e-05,"n":390,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":10,"wall_seconds":4.1458988562226295e-05,"window":22}125{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":315200,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":6.7834e-05,"n":390,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":10,"wall_seconds":6.804103031754494e-05,"window":22}126{"P":64,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3324800,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.0964255,"n":3900,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.09642566693946719,"window":22}127{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":1560000,"device_seconds":9.870831854641438e-05,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000478208,"n":39000,"note":"runtime chunks=10","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00047866697423160076,"window":22}128{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":3152000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.001913458,"n":390,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.001913541927933693,"window":22}129{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.070743,"n":3900,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.07074366696178913,"window":22}130{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000163249,"n":3900,"note":"","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00016375002451241016,"window":22}131{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0004443749785423279,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.00224325,"n":39000,"note":"runtime chunks=1000 convert_s=0.000519","peak_rss_after":3381460992,"peak_rss_before":3381460992,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.002245791954919696,"window":22}132{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":312320,"device_seconds":0.0015671667642891407,"elements":39000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.002014291,"n":3900,"note":"runtime jobs=10","peak_rss_after":3381477376,"peak_rss_before":3381477376,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.002016959013417363,"window":22}133{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.013490416575223207,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.04166675,"n":39000,"note":"runtime chunks=10000","peak_rss_after":3381477376,"peak_rss_before":3381477376,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0416706670075655,"window":22}134{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":31232000,"device_seconds":0.0009968748781830072,"elements":3900000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.007166292,"n":3900,"note":"runtime jobs=1000","peak_rss_after":3381477376,"peak_rss_before":3381477376,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.007172042038291693,"window":22}135{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.015186584,"n":39000,"note":"","peak_rss_after":3382149120,"peak_rss_before":3382149120,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.015187874902039766,"window":22}136{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":156000,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"regression_stats","kernel_wall_seconds":2.8708e-05,"n":3900,"note":"","peak_rss_after":3382149120,"peak_rss_before":3382149120,"precision":"fp64","rep":0,"threads":1,"wall_seconds":2.879183739423752e-05,"window":22}137{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.007273333379998803,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.024486708,"n":39000,"note":"runtime","peak_rss_after":3382149120,"peak_rss_before":3382149120,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.024491833057254553,"window":22}138{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":15600,"device_seconds":2.566678449511528e-05,"elements":390,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000231333,"n":390,"note":"runtime chunks=1","peak_rss_after":3382165504,"peak_rss_before":3382165504,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00023187510669231415,"window":22}139{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":6.3791e-05,"n":390,"note":"","peak_rss_after":3382165504,"peak_rss_before":3382165504,"precision":"fp64","rep":0,"threads":1,"wall_seconds":6.387499161064625e-05,"window":22}140{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3152,"device_seconds":0.0,"elements":390,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":1.667e-06,"n":390,"note":"","peak_rss_after":3382165504,"peak_rss_before":3382165504,"precision":"fp64","rep":0,"threads":10,"wall_seconds":1.7080456018447876e-06,"window":22}141{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.007068834,"n":390000,"note":"","peak_rss_after":3382165504,"peak_rss_before":3382165504,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.007069000042974949,"window":22}142{"P":64,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":51680,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.000194375,"n":390,"note":"","peak_rss_after":3382165504,"peak_rss_before":3382165504,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00019449996761977673,"window":22}143{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":312000,"device_seconds":3.2624928280711174e-05,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000246917,"n":390,"note":"runtime chunks=100 convert_s=0.000004","peak_rss_after":3382165504,"peak_rss_before":3382165504,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0002475827932357788,"window":22}144{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.003113958,"n":390000,"note":"","peak_rss_after":3382165504,"peak_rss_before":3382165504,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0031139999628067017,"window":22}145{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.00429025012999773,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.010661834,"n":39000,"note":"runtime chunks=10000 convert_s=0.005401","peak_rss_after":3382198272,"peak_rss_before":3382198272,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.010665124980732799,"window":22}146{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000492541,"n":39000,"note":"","peak_rss_after":3382198272,"peak_rss_before":3382198272,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0004928749985992908,"window":22}147{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.002712791785597801,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.006222875,"n":39000,"note":"runtime chunks=1000","peak_rss_after":3382198272,"peak_rss_before":3382198272,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.006227582925930619,"window":22}148{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.313644125,"n":39000,"note":"","peak_rss_after":3382198272,"peak_rss_before":3382198272,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.313645709073171,"window":22}149{"P":64,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":5168,"device_seconds":0.00015249988064169884,"elements":390,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.000517833,"n":390,"note":"runtime jobs=64","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0005186670459806919,"window":22}150{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.010283959,"n":390000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.010284041985869408,"window":22}151{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.003443916,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0034444578923285007,"window":22}152{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.00014949985779821873,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.001724666,"n":39000,"note":"runtime","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0017253749538213015,"window":22}153{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120,"device_seconds":0.0,"elements":390,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":8.75e-07,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":9.159557521343231e-07,"window":22}154{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.024231708999999997,"n":390000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.024231832940131426,"window":22}155{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0014009166043251753,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.003888958,"n":3900,"note":"runtime","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.00389204197563231,"window":22}156{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.008413708,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.008415124844759703,"window":22}157{"P":64,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":5168,"device_seconds":0.0,"elements":390,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":4.8833e-05,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":4.912493750452995e-05,"window":22}158{"P":1,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.00010058330371975899,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000820708,"n":3900,"note":"runtime chunks=10","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0008227499201893806,"window":22}159{"P":64,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":516800,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.01033575,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.010335915954783559,"window":22}160{"P":64,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":51680,"device_seconds":0.00015849992632865906,"elements":3900,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.000810625,"n":390,"note":"runtime jobs=640","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0008128329645842314,"window":22}161{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.00015087495557963848,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.0011165,"n":3900,"note":"runtime","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0011172918602824211,"window":22}162{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.003541583,"n":39000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0035417089238762856,"window":22}163{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000410833,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00041125016286969185,"window":22}164{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.024246209,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.024246416985988617,"window":22}165{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":8.125e-06,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":8.124858140945435e-06,"window":22}166{"P":64,"S":10,"backend":"metal","buffer_allocations":0,"bytes_in":332480,"device_seconds":0.0013880000915378332,"elements":39000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.002227417,"n":3900,"note":"runtime jobs=640","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0022299999836832285,"window":22}167{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000749917,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0007500417996197939,"window":22}168{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.001078333,"n":39000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00107849994674325,"window":22}169{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000196333,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00019654189236462116,"window":22}170{"P":64,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":3324800,"device_seconds":0.0029076249338686466,"elements":390000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.004150334,"n":3900,"note":"runtime jobs=6400","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.004152790876105428,"window":22}171{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0014041250105947256,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.00394075,"n":390,"note":"runtime","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.003943209070712328,"window":22}172{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0008909583557397127,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.001599875,"n":390,"note":"runtime chunks=1000","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.001603499986231327,"window":22}173{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.003566584,"n":390000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0035668748896569014,"window":22}174{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.031828792,"n":390000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.03182887495495379,"window":22}175{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":31232,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":1.7542e-05,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":1.7584068700671196e-05,"window":22}176{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.022596458,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.022598000010475516,"window":22}177{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":312000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.00019358300000000002,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0001937500201165676,"window":22}178{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.007453416,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.007453750120475888,"window":22}179{"P":64,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":33248,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.000860541,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0008606249466538429,"window":22}180{"P":64,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":33248,"device_seconds":0.0009881665464490652,"elements":3900,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.001807292,"n":3900,"note":"runtime jobs=64","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0018111669924110174,"window":22}181{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.077445583,"n":39000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.07744741695933044,"window":22}182{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":315200,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.00023125,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.00023137498646974564,"window":22}183{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.315566041,"n":390000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.31556766713038087,"window":22}184{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0021304581314325333,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.003151208,"n":390,"note":"runtime chunks=10000 convert_s=0.000515","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0031557499896734953,"window":22}185{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.032018458,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.032018624944612384,"window":22}186{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120,"device_seconds":0.0,"elements":390,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":7.92e-07,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":8.749775588512421e-07,"window":22}187{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.00022437493316829205,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.002050875,"n":390,"note":"runtime chunks=1000 convert_s=0.000043","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.002055042190477252,"window":22}188{"P":1,"S":100,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.001586083322763443,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.004051166,"n":39000,"note":"runtime","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.004055042052641511,"window":22}189{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.013812875,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.013814209029078484,"window":22}190{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.000657417,"n":390000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0006574590224772692,"window":22}191{"P":64,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3324800,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.015352083,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.015352332964539528,"window":22}192{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.003246792,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0032470410224050283,"window":22}193{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":31232000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"garch_nll_P1","kernel_wall_seconds":0.003223958,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0032240841537714005,"window":22}194{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":4.0625e-05,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":4.087504930794239e-05,"window":22}195{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.00067575,"n":39000,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0006758328527212143,"window":22}196{"P":64,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":332480,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.001550125,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.0015502080786973238,"window":22}197{"P":1,"S":1000,"backend":"cpu","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0,"elements":3900000,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":0.006793917,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.006794209126383066,"window":22}198{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":3120000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.002051499,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0020516670774668455,"window":22}199{"P":64,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":51680,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"garch_nll_P64","kernel_wall_seconds":0.000865916,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.0008659998420625925,"window":22}200{"P":1,"S":1,"backend":"metal","buffer_allocations":0,"bytes_in":3120,"device_seconds":1.466670073568821e-05,"elements":390,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.000266417,"n":390,"note":"runtime chunks=1 convert_s=0.000000","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.0002673331182450056,"window":22}201{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"rolling_sumsq","kernel_wall_seconds":6.375e-06,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":6.3749030232429504e-06,"window":22}202{"P":1,"S":100,"backend":"cpu","buffer_allocations":0,"bytes_in":15600000,"device_seconds":0.0,"elements":390000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.003144208,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":0.003144291928038001,"window":22}203{"P":1,"S":1000,"backend":"metal","buffer_allocations":0,"bytes_in":31200000,"device_seconds":0.0007515416946262121,"elements":3900000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.001941083,"n":3900,"note":"runtime chunks=1000 convert_s=0.000488","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.001946666045114398,"window":22}204{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":1560000,"device_seconds":0.0,"elements":39000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.000169541,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.00016966694965958595,"window":22}205{"P":1,"S":10,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"realized_fused","kernel_wall_seconds":1.1291e-05,"n":390,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":1,"wall_seconds":1.1417083442211151e-05,"window":22}206{"P":1,"S":1,"backend":"cpu","buffer_allocations":0,"bytes_in":31200,"device_seconds":0.0,"elements":3900,"k":4,"kernel":"realized_fused","kernel_wall_seconds":1.1332999999999998e-05,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":1.1457828804850578e-05,"window":22}207{"P":1,"S":10000,"backend":"cpu","buffer_allocations":0,"bytes_in":312000000,"device_seconds":0.0,"elements":39000000,"k":4,"kernel":"realized_fused","kernel_wall_seconds":0.032583791,"n":3900,"note":"","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp64","rep":0,"threads":10,"wall_seconds":0.032584749860689044,"window":22}208{"P":1,"S":10000,"backend":"metal","buffer_allocations":0,"bytes_in":156000000,"device_seconds":0.0044576250948011875,"elements":3900000,"k":4,"kernel":"regression_stats","kernel_wall_seconds":0.008127708,"n":390,"note":"runtime chunks=10000","peak_rss_after":3382214656,"peak_rss_before":3382214656,"precision":"fp32","rep":0,"threads":0,"wall_seconds":0.008132084039971232,"window":22}209
Files · main
Menu

Theme