SPB Git

spb/localvm-research Public License

Running LLMs larger than memory on a consumer Mac — falsification-driven research: margin-gated deferred refinement, out-of-core verification on Apple Silicon. TR-01 published.

Python 63.2% JavaScript 23.5% CSS 11.8% Shell 0.9% Makefile 0.5%
28.6 KB · 1,072 lines json
Raw Blame History
1{2  "experiment": "expH_ssd_feasibility",3  "author": "Simon-Pierre Boucher",4  "contact": "contact@spboucher.ai",5  "manifest": {6    "author": "Simon-Pierre Boucher",7    "contact": "contact@spboucher.ai",8    "project": "localvm-research",9    "collected_utc": "2026-08-12T03:43:58.831292+00:00",10    "chip": {11      "brand": "Apple M5 Max",12      "arch": "arm64",13      "cores_total": 18,14      "cores_performance": 6,15      "cores_efficiency": 12,16      "gpu_cores": 4017    },18    "memory": {19      "unified_bytes": 51539607552,20      "unified_gb": 48.0,21      "pagesize": 1638422    },23    "ssd": {24      "model": "APPLE SSD AP2048Z",25      "size": "2 TB",26      "smart_status": "Verified"27    },28    "os": {29      "product": "macOS",30      "version": "27.0",31      "build": "26A5388g",32      "kernel": "27.0.0"33    },34    "software": {35      "python": "3.14.4",36      "mlx": "0.32.0",37      "mlx_lm": null,38      "torch": "2.12.0",39      "numpy": "2.4.4"40    },41    "git": {42      "commit": "b4a652d2362706cf660f9f1a8082eba53592bc84",43      "dirty_tree": true44    },45    "thermal_level_at_collect": null46  },47  "config": {48    "file_gib": 8.0,49    "repeats": 3,50    "budget_mib": 256,51    "quick": false52  },53  "test_file_bytes": 8589934592,54  "gpu_load_matmul_iterations": 10032,55  "thermal_level_after": null,56  "cells": [57    {58      "block_bytes": 4096,59      "pattern": "random",60      "nocache": true,61      "threads": 1,62      "gpu_load": false,63      "repeats": 3,64      "budget_bytes": 268435456,65      "mb_per_s_mean": 66.9404714855185,66      "mb_per_s_median": 66.81818957398704,67      "mb_per_s_std": 0.35694487918688783,68      "iops_mean": 16342.88854626916569    },70    {71      "block_bytes": 4096,72      "pattern": "random",73      "nocache": true,74      "threads": 4,75      "gpu_load": false,76      "repeats": 3,77      "budget_bytes": 779313911,78      "mb_per_s_mean": 254.1893090701863,79      "mb_per_s_median": 254.38198941931918,80      "mb_per_s_std": 0.7176359985579541,81      "iops_mean": 62057.93678471345682    },83    {84      "block_bytes": 4096,85      "pattern": "random",86      "nocache": true,87      "threads": 8,88      "gpu_load": false,89      "repeats": 3,90      "budget_bytes": 1416435497,91      "mb_per_s_mean": 479.9329254027471,92      "mb_per_s_median": 477.30629754724333,93      "mb_per_s_std": 4.914641441447007,94      "iops_mean": 117171.1243659050595    },96    {97      "block_bytes": 16384,98      "pattern": "random",99      "nocache": true,100      "threads": 1,101      "gpu_load": false,102      "repeats": 3,103      "budget_bytes": 792376370,104      "mb_per_s_mean": 271.5236092855627,105      "mb_per_s_median": 271.89875725074535,106      "mb_per_s_std": 0.9362987548937706,107      "iops_mean": 16572.48591830827108    },109    {110      "block_bytes": 16384,111      "pattern": "random",112      "nocache": true,113      "threads": 4,114      "gpu_load": false,115      "repeats": 3,116      "budget_bytes": 3107779103,117      "mb_per_s_mean": 1020.114525861106,118      "mb_per_s_median": 1016.582082480907,119      "mb_per_s_std": 7.121204487376759,120      "iops_mean": 62262.84947882727121    },122    {123      "block_bytes": 16384,124      "pattern": "random",125      "nocache": true,126      "threads": 8,127      "gpu_load": false,128      "repeats": 3,129      "budget_bytes": 5546518370,130      "mb_per_s_mean": 1914.0060665159742,131      "mb_per_s_median": 1904.4346643621623,132      "mb_per_s_std": 20.83233031292896,133      "iops_mean": 116821.65933325038134    },135    {136      "block_bytes": 65536,137      "pattern": "random",138      "nocache": true,139      "threads": 1,140      "gpu_load": false,141      "repeats": 3,142      "budget_bytes": 2282668305,143      "mb_per_s_mean": 769.5064458059036,144      "mb_per_s_median": 770.9807098513519,145      "mb_per_s_std": 7.351182080135739,146      "iops_mean": 11741.73653878637147    },148    {149      "block_bytes": 65536,150      "pattern": "random",151      "nocache": true,152      "threads": 4,153      "gpu_load": false,154      "repeats": 3,155      "budget_bytes": 8202457332,156      "mb_per_s_mean": 2917.446150981038,157      "mb_per_s_median": 2921.1746081661267,158      "mb_per_s_std": 6.740200316834216,159      "iops_mean": 44516.69541902219160    },161    {162      "block_bytes": 65536,163      "pattern": "random",164      "nocache": true,165      "threads": 8,166      "gpu_load": false,167      "repeats": 3,168      "budget_bytes": 8589934592,169      "mb_per_s_mean": 5137.568745521635,170      "mb_per_s_median": 5232.037270174379,171      "mb_per_s_std": 172.5656556041619,172      "iops_mean": 78393.07778200737173    },174    {175      "block_bytes": 262144,176      "pattern": "random",177      "nocache": true,178      "threads": 1,179      "gpu_load": false,180      "repeats": 3,181      "budget_bytes": 7077957286,182      "mb_per_s_mean": 2302.4898879657267,183      "mb_per_s_median": 2270.912495936314,184      "mb_per_s_std": 63.88880522233235,185      "iops_mean": 8783.30187975207186    },187    {188      "block_bytes": 262144,189      "pattern": "random",190      "nocache": true,191      "threads": 4,192      "gpu_load": false,193      "repeats": 3,194      "budget_bytes": 8589934592,195      "mb_per_s_mean": 8134.0178194677865,196      "mb_per_s_median": 8149.727408328307,197      "mb_per_s_std": 29.232837861725862,198      "iops_mean": 31028.81553446879199    },200    {201      "block_bytes": 262144,202      "pattern": "random",203      "nocache": true,204      "threads": 8,205      "gpu_load": false,206      "repeats": 3,207      "budget_bytes": 8589934592,208      "mb_per_s_mean": 11590.499886788693,209      "mb_per_s_median": 11578.704613755446,210      "mb_per_s_std": 46.93897840523587,211      "iops_mean": 44214.248225359705212    },213    {214      "block_bytes": 1048576,215      "pattern": "random",216      "nocache": true,217      "threads": 1,218      "gpu_load": false,219      "repeats": 3,220      "budget_bytes": 8589934592,221      "mb_per_s_mean": 4555.8072703006865,222      "mb_per_s_median": 4550.336341890094,223      "mb_per_s_std": 21.971122405961314,224      "iops_mean": 4344.756384182631225    },226    {227      "block_bytes": 1048576,228      "pattern": "random",229      "nocache": true,230      "threads": 4,231      "gpu_load": false,232      "repeats": 3,233      "budget_bytes": 8589934592,234      "mb_per_s_mean": 13627.559191790438,235      "mb_per_s_median": 13623.559341244068,236      "mb_per_s_std": 10.41341531736513,237      "iops_mean": 12996.253196516456238    },239    {240      "block_bytes": 1048576,241      "pattern": "random",242      "nocache": true,243      "threads": 8,244      "gpu_load": false,245      "repeats": 3,246      "budget_bytes": 8589934592,247      "mb_per_s_mean": 13788.768917982177,248      "mb_per_s_median": 13799.81956863669,249      "mb_per_s_std": 34.65064663137935,250      "iops_mean": 13149.9947719404251    },252    {253      "block_bytes": 4194304,254      "pattern": "random",255      "nocache": true,256      "threads": 1,257      "gpu_load": false,258      "repeats": 3,259      "budget_bytes": 8589934592,260      "mb_per_s_mean": 12402.590071473736,261      "mb_per_s_median": 12883.232717044471,262      "mb_per_s_std": 1709.430853228165,263      "iops_mean": 2957.0079020199146264    },265    {266      "block_bytes": 4194304,267      "pattern": "random",268      "nocache": true,269      "threads": 4,270      "gpu_load": false,271      "repeats": 3,272      "budget_bytes": 8589934592,273      "mb_per_s_mean": 48302.31789990957,274      "mb_per_s_median": 48073.32828905314,275      "mb_per_s_std": 840.6008705042974,276      "iops_mean": 11516.170001008408277    },278    {279      "block_bytes": 4194304,280      "pattern": "random",281      "nocache": true,282      "threads": 8,283      "gpu_load": false,284      "repeats": 3,285      "budget_bytes": 8589934592,286      "mb_per_s_mean": 54669.70854743223,287      "mb_per_s_median": 54748.470018810105,288      "mb_per_s_std": 204.85515698656337,289      "iops_mean": 13034.27423177534290    },291    {292      "block_bytes": 4096,293      "pattern": "sequential",294      "nocache": true,295      "threads": 1,296      "gpu_load": false,297      "repeats": 3,298      "budget_bytes": 1731126863,299      "mb_per_s_mean": 533.2201141223684,300      "mb_per_s_median": 537.7438262876947,301      "mb_per_s_std": 8.055973488534326,302      "iops_mean": 130180.69192440633303    },304    {305      "block_bytes": 4096,306      "pattern": "sequential",307      "nocache": true,308      "threads": 4,309      "gpu_load": false,310      "repeats": 3,311      "budget_bytes": 2325091738,312      "mb_per_s_mean": 808.948619823331,313      "mb_per_s_median": 803.7552072780586,314      "mb_per_s_std": 15.047566187682303,315      "iops_mean": 197497.22163655542316    },317    {318      "block_bytes": 4096,319      "pattern": "sequential",320      "nocache": true,321      "threads": 8,322      "gpu_load": false,323      "repeats": 3,324      "budget_bytes": 3533900213,325      "mb_per_s_mean": 1278.0558840916142,326      "mb_per_s_median": 1276.0966617695374,327      "mb_per_s_std": 16.479351890695185,328      "iops_mean": 312025.36232705426329    },330    {331      "block_bytes": 16384,332      "pattern": "sequential",333      "nocache": true,334      "threads": 1,335      "gpu_load": false,336      "repeats": 3,337      "budget_bytes": 5704339689,338      "mb_per_s_mean": 1683.4541778440341,339      "mb_per_s_median": 1682.1212913476447,340      "mb_per_s_std": 11.042299232794667,341      "iops_mean": 102749.88878442592342    },343    {344      "block_bytes": 16384,345      "pattern": "sequential",346      "nocache": true,347      "threads": 4,348      "gpu_load": false,349      "repeats": 3,350      "budget_bytes": 8589934592,351      "mb_per_s_mean": 3235.629632580155,352      "mb_per_s_median": 3235.9738272143163,353      "mb_per_s_std": 9.75227833806203,354      "iops_mean": 197487.16019165984355    },356    {357      "block_bytes": 16384,358      "pattern": "sequential",359      "nocache": true,360      "threads": 8,361      "gpu_load": false,362      "repeats": 3,363      "budget_bytes": 8589934592,364      "mb_per_s_mean": 4609.956362698625,365      "mb_per_s_median": 4604.9110008589405,366      "mb_per_s_std": 21.40866342375183,367      "iops_mean": 281369.4069029922368    },369    {370      "block_bytes": 65536,371      "pattern": "sequential",372      "nocache": true,373      "threads": 1,374      "gpu_load": false,375      "repeats": 3,376      "budget_bytes": 7712973384,377      "mb_per_s_mean": 2297.0864023031027,378      "mb_per_s_median": 2303.205490335651,379      "mb_per_s_std": 43.60780725006312,380      "iops_mean": 35050.756871080055381    },382    {383      "block_bytes": 65536,384      "pattern": "sequential",385      "nocache": true,386      "threads": 4,387      "gpu_load": false,388      "repeats": 3,389      "budget_bytes": 8589934592,390      "mb_per_s_mean": 8909.168461018951,391      "mb_per_s_median": 8913.559953040489,392      "mb_per_s_std": 13.441699453599812,393      "iops_mean": 135943.12226896593394    },395    {396      "block_bytes": 65536,397      "pattern": "sequential",398      "nocache": true,399      "threads": 8,400      "gpu_load": false,401      "repeats": 3,402      "budget_bytes": 8589934592,403      "mb_per_s_mean": 14453.31272605767,404      "mb_per_s_median": 14547.811286041728,405      "mb_per_s_std": 186.43281335956638,406      "iops_mean": 220540.0501412608407    },408    {409      "block_bytes": 262144,410      "pattern": "sequential",411      "nocache": true,412      "threads": 1,413      "gpu_load": false,414      "repeats": 3,415      "budget_bytes": 8589934592,416      "mb_per_s_mean": 6645.781042732493,417      "mb_per_s_median": 6645.407502186923,418      "mb_per_s_std": 20.755385770241354,419      "iops_mean": 25351.642771654104420    },421    {422      "block_bytes": 262144,423      "pattern": "sequential",424      "nocache": true,425      "threads": 4,426      "gpu_load": false,427      "repeats": 3,428      "budget_bytes": 8589934592,429      "mb_per_s_mean": 24105.905011831746,430      "mb_per_s_median": 24137.64635014016,431      "mb_per_s_std": 112.8076208054412,432      "iops_mean": 91956.72993405054433    },434    {435      "block_bytes": 262144,436      "pattern": "sequential",437      "nocache": true,438      "threads": 8,439      "gpu_load": false,440      "repeats": 3,441      "budget_bytes": 8589934592,442      "mb_per_s_mean": 27404.562122412142,443      "mb_per_s_median": 27323.04002007838,444      "mb_per_s_std": 242.0050048684501,445      "iops_mean": 104540.10819401605446    },447    {448      "block_bytes": 1048576,449      "pattern": "sequential",450      "nocache": true,451      "threads": 1,452      "gpu_load": false,453      "repeats": 3,454      "budget_bytes": 8589934592,455      "mb_per_s_mean": 12139.10666140986,456      "mb_per_s_median": 12121.789771248836,457      "mb_per_s_std": 58.91428212284964,458      "iops_mean": 11576.754247102604459    },460    {461      "block_bytes": 1048576,462      "pattern": "sequential",463      "nocache": true,464      "threads": 4,465      "gpu_load": false,466      "repeats": 3,467      "budget_bytes": 8589934592,468      "mb_per_s_mean": 17844.382066771657,469      "mb_per_s_median": 17887.961156996822,470      "mb_per_s_std": 85.98610137287082,471      "iops_mean": 17017.72886922041472    },473    {474      "block_bytes": 1048576,475      "pattern": "sequential",476      "nocache": true,477      "threads": 8,478      "gpu_load": false,479      "repeats": 3,480      "budget_bytes": 8589934592,481      "mb_per_s_mean": 34075.14820508285,482      "mb_per_s_median": 34000.091116193194,483      "mb_per_s_std": 162.02303904684373,484      "iops_mean": 32496.59367092404485    },486    {487      "block_bytes": 4194304,488      "pattern": "sequential",489      "nocache": true,490      "threads": 1,491      "gpu_load": false,492      "repeats": 3,493      "budget_bytes": 8589934592,494      "mb_per_s_mean": 14030.78368694708,495      "mb_per_s_median": 13924.19981054842,496      "mb_per_s_std": 308.5869591644102,497      "iops_mean": 3345.199510323305498    },499    {500      "block_bytes": 4194304,501      "pattern": "sequential",502      "nocache": true,503      "threads": 4,504      "gpu_load": false,505      "repeats": 3,506      "budget_bytes": 8589934592,507      "mb_per_s_mean": 46677.461538890755,508      "mb_per_s_median": 47090.85241001869,509      "mb_per_s_std": 829.8895672088935,510      "iops_mean": 11128.774056170167511    },512    {513      "block_bytes": 4194304,514      "pattern": "sequential",515      "nocache": true,516      "threads": 8,517      "gpu_load": false,518      "repeats": 3,519      "budget_bytes": 8589934592,520      "mb_per_s_mean": 52861.64960218013,521      "mb_per_s_median": 52848.9806852303,522      "mb_per_s_std": 79.6172666483042,523      "iops_mean": 12603.199387116461524    },525    {526      "block_bytes": 4096,527      "pattern": "random",528      "nocache": false,529      "threads": 1,530      "gpu_load": false,531      "repeats": 3,532      "budget_bytes": 8589934592,533      "mb_per_s_mean": 4833.8428865859405,534      "mb_per_s_median": 4861.2682882384925,535      "mb_per_s_std": 86.58442576019786,536      "iops_mean": 1180137.4234828956537    },538    {539      "block_bytes": 4096,540      "pattern": "random",541      "nocache": false,542      "threads": 4,543      "gpu_load": false,544      "repeats": 3,545      "budget_bytes": 3837545612,546      "mb_per_s_mean": 1297.7420334022972,547      "mb_per_s_median": 1300.895252932938,548      "mb_per_s_std": 13.019775132944018,549      "iops_mean": 316831.5511236077550    },551    {552      "block_bytes": 4096,553      "pattern": "random",554      "nocache": false,555      "threads": 8,556      "gpu_load": false,557      "repeats": 3,558      "budget_bytes": 2496186496,559      "mb_per_s_mean": 838.6389323935614,560      "mb_per_s_median": 840.6294270996217,561      "mb_per_s_std": 3.5395010230721073,562      "iops_mean": 204745.83310389682563    },564    {565      "block_bytes": 16384,566      "pattern": "random",567      "nocache": false,568      "threads": 1,569      "gpu_load": false,570      "repeats": 3,571      "budget_bytes": 8589934592,572      "mb_per_s_mean": 13794.383075604997,573      "mb_per_s_median": 13805.74785875728,574      "mb_per_s_std": 26.797785604933974,575      "iops_mean": 841942.3263919066576    },577    {578      "block_bytes": 16384,579      "pattern": "random",580      "nocache": false,581      "threads": 4,582      "gpu_load": false,583      "repeats": 3,584      "budget_bytes": 8589934592,585      "mb_per_s_mean": 6611.908832996066,586      "mb_per_s_median": 6593.998544205867,587      "mb_per_s_std": 48.69429568828386,588      "iops_mean": 403558.88873267005589    },590    {591      "block_bytes": 16384,592      "pattern": "random",593      "nocache": false,594      "threads": 8,595      "gpu_load": false,596      "repeats": 3,597      "budget_bytes": 8589934592,598      "mb_per_s_mean": 3239.0038636823183,599      "mb_per_s_median": 3235.7536007939602,600      "mb_per_s_std": 15.5407398582331,601      "iops_mean": 197693.106914204602    },603    {604      "block_bytes": 65536,605      "pattern": "random",606      "nocache": false,607      "threads": 1,608      "gpu_load": false,609      "repeats": 3,610      "budget_bytes": 8589934592,611      "mb_per_s_mean": 25056.861235823093,612      "mb_per_s_median": 25070.731498877456,613      "mb_per_s_std": 48.36346752965899,614      "iops_mean": 382337.36016575765615    },616    {617      "block_bytes": 65536,618      "pattern": "random",619      "nocache": false,620      "threads": 4,621      "gpu_load": false,622      "repeats": 3,623      "budget_bytes": 8589934592,624      "mb_per_s_mean": 18890.134859980062,625      "mb_per_s_median": 18924.878648963844,626      "mb_per_s_std": 105.70593456006415,627      "iops_mean": 288240.5831906138628    },629    {630      "block_bytes": 65536,631      "pattern": "random",632      "nocache": false,633      "threads": 8,634      "gpu_load": false,635      "repeats": 3,636      "budget_bytes": 8589934592,637      "mb_per_s_mean": 12634.34598109216,638      "mb_per_s_median": 12631.497469912529,639      "mb_per_s_std": 22.241199376823143,640      "iops_mean": 192784.8202681299641    },642    {643      "block_bytes": 262144,644      "pattern": "random",645      "nocache": false,646      "threads": 1,647      "gpu_load": false,648      "repeats": 3,649      "budget_bytes": 8589934592,650      "mb_per_s_mean": 37768.7416908379,651      "mb_per_s_median": 37672.0880532647,652      "mb_per_s_std": 262.20428371927875,653      "iops_mean": 144076.31565413627654    },655    {656      "block_bytes": 262144,657      "pattern": "random",658      "nocache": false,659      "threads": 4,660      "gpu_load": false,661      "repeats": 3,662      "budget_bytes": 8589934592,663      "mb_per_s_mean": 76369.7070018444,664      "mb_per_s_median": 75988.93309625734,665      "mb_per_s_std": 797.6245473422035,666      "iops_mean": 291327.3124765183667    },668    {669      "block_bytes": 262144,670      "pattern": "random",671      "nocache": false,672      "threads": 8,673      "gpu_load": false,674      "repeats": 3,675      "budget_bytes": 8589934592,676      "mb_per_s_mean": 46092.76466515209,677      "mb_per_s_median": 46119.54640399593,678      "mb_per_s_std": 199.15678583641514,679      "iops_mean": 175829.9433332523680    },681    {682      "block_bytes": 1048576,683      "pattern": "random",684      "nocache": false,685      "threads": 1,686      "gpu_load": false,687      "repeats": 3,688      "budget_bytes": 8589934592,689      "mb_per_s_mean": 42521.21851423637,690      "mb_per_s_median": 42672.19699901347,691      "mb_per_s_std": 336.25170062821485,692      "iops_mean": 40551.39399932515693    },694    {695      "block_bytes": 1048576,696      "pattern": "random",697      "nocache": false,698      "threads": 4,699      "gpu_load": false,700      "repeats": 3,701      "budget_bytes": 8589934592,702      "mb_per_s_mean": 117590.73300051215,703      "mb_per_s_median": 117908.10422192531,704      "mb_per_s_std": 725.5453509369022,705      "iops_mean": 112143.26190997328706    },707    {708      "block_bytes": 1048576,709      "pattern": "random",710      "nocache": false,711      "threads": 8,712      "gpu_load": false,713      "repeats": 3,714      "budget_bytes": 8589934592,715      "mb_per_s_mean": 136162.510007979,716      "mb_per_s_median": 136485.28601135127,717      "mb_per_s_std": 590.72962549765,718      "iops_mean": 129854.68865201854719    },720    {721      "block_bytes": 4194304,722      "pattern": "random",723      "nocache": false,724      "threads": 1,725      "gpu_load": false,726      "repeats": 3,727      "budget_bytes": 8589934592,728      "mb_per_s_mean": 42051.24976793863,729      "mb_per_s_median": 41922.47628846252,730      "mb_per_s_std": 349.48052173829495,731      "iops_mean": 10025.799219116838732    },733    {734      "block_bytes": 4194304,735      "pattern": "random",736      "nocache": false,737      "threads": 4,738      "gpu_load": false,739      "repeats": 3,740      "budget_bytes": 8589934592,741      "mb_per_s_mean": 90258.19122016594,742      "mb_per_s_median": 90475.04629189364,743      "mb_per_s_std": 460.2574373857038,744      "iops_mean": 21519.229702989087745    },746    {747      "block_bytes": 4194304,748      "pattern": "random",749      "nocache": false,750      "threads": 8,751      "gpu_load": false,752      "repeats": 3,753      "budget_bytes": 8589934592,754      "mb_per_s_mean": 104391.19356704544,755      "mb_per_s_median": 104843.148232012,756      "mb_per_s_std": 1480.6322295507905,757      "iops_mean": 24888.800040971146758    },759    {760      "block_bytes": 4096,761      "pattern": "sequential",762      "nocache": false,763      "threads": 1,764      "gpu_load": false,765      "repeats": 3,766      "budget_bytes": 8589934592,767      "mb_per_s_mean": 9169.630879150798,768      "mb_per_s_median": 9206.796888636633,769      "mb_per_s_std": 84.58152137626024,770      "iops_mean": 2238679.4138551755771    },772    {773      "block_bytes": 4096,774      "pattern": "sequential",775      "nocache": false,776      "threads": 4,777      "gpu_load": false,778      "repeats": 3,779      "budget_bytes": 4407421178,780      "mb_per_s_mean": 1458.5310745058405,781      "mb_per_s_median": 1459.9012697253913,782      "mb_per_s_std": 3.743948118625381,783      "iops_mean": 356086.6881117775784    },785    {786      "block_bytes": 4096,787      "pattern": "sequential",788      "nocache": false,789      "threads": 8,790      "gpu_load": false,791      "repeats": 3,792      "budget_bytes": 2608882443,793      "mb_per_s_mean": 869.924842253859,794      "mb_per_s_median": 869.6260861814246,795      "mb_per_s_std": 2.6503208536023317,796      "iops_mean": 212383.99469088353797    },798    {799      "block_bytes": 16384,800      "pattern": "sequential",801      "nocache": false,802      "threads": 1,803      "gpu_load": false,804      "repeats": 3,805      "budget_bytes": 8589934592,806      "mb_per_s_mean": 21617.538531889717,807      "mb_per_s_median": 21621.78809793309,808      "mb_per_s_std": 59.802760544329175,809      "iops_mean": 1319429.8420342845810    },811    {812      "block_bytes": 16384,813      "pattern": "sequential",814      "nocache": false,815      "threads": 4,816      "gpu_load": false,817      "repeats": 3,818      "budget_bytes": 8589934592,819      "mb_per_s_mean": 6491.621145125613,820      "mb_per_s_median": 6494.489458206393,821      "mb_per_s_std": 38.56700686897171,822      "iops_mean": 396217.11090854567823    },824    {825      "block_bytes": 16384,826      "pattern": "sequential",827      "nocache": false,828      "threads": 8,829      "gpu_load": false,830      "repeats": 3,831      "budget_bytes": 8589934592,832      "mb_per_s_mean": 3326.3441359561525,833      "mb_per_s_median": 3325.431237638123,834      "mb_per_s_std": 3.050975584419479,835      "iops_mean": 203023.934079355836    },837    {838      "block_bytes": 65536,839      "pattern": "sequential",840      "nocache": false,841      "threads": 1,842      "gpu_load": false,843      "repeats": 3,844      "budget_bytes": 8589934592,845      "mb_per_s_mean": 29957.432089618407,846      "mb_per_s_median": 30189.466110754165,847      "mb_per_s_std": 470.2460893755195,848      "iops_mean": 457114.1371096559849    },850    {851      "block_bytes": 65536,852      "pattern": "sequential",853      "nocache": false,854      "threads": 4,855      "gpu_load": false,856      "repeats": 3,857      "budget_bytes": 8589934592,858      "mb_per_s_mean": 17569.562876093267,859      "mb_per_s_median": 17615.89037433721,860      "mb_per_s_std": 97.34448506842367,861      "iops_mean": 268090.253846638862    },863    {864      "block_bytes": 65536,865      "pattern": "sequential",866      "nocache": false,867      "threads": 8,868      "gpu_load": false,869      "repeats": 3,870      "budget_bytes": 8589934592,871      "mb_per_s_mean": 12489.792139874966,872      "mb_per_s_median": 12524.282391173198,873      "mb_per_s_std": 69.33482171071729,874      "iops_mean": 190579.1036968226875    },876    {877      "block_bytes": 262144,878      "pattern": "sequential",879      "nocache": false,880      "threads": 1,881      "gpu_load": false,882      "repeats": 3,883      "budget_bytes": 8589934592,884      "mb_per_s_mean": 39164.65820057082,885      "mb_per_s_median": 39486.16075602976,886      "mb_per_s_std": 601.0243079129414,887      "iops_mean": 149401.31454685522888    },889    {890      "block_bytes": 262144,891      "pattern": "sequential",892      "nocache": false,893      "threads": 4,894      "gpu_load": false,895      "repeats": 3,896      "budget_bytes": 8589934592,897      "mb_per_s_mean": 76053.55966688057,898      "mb_per_s_median": 76388.16056316164,899      "mb_per_s_std": 590.3903823692293,900      "iops_mean": 290121.30610229704901    },902    {903      "block_bytes": 262144,904      "pattern": "sequential",905      "nocache": false,906      "threads": 8,907      "gpu_load": false,908      "repeats": 3,909      "budget_bytes": 8589934592,910      "mb_per_s_mean": 45630.60576793564,911      "mb_per_s_median": 45669.005339825126,912      "mb_per_s_std": 166.5428067385005,913      "iops_mean": 174066.94705175643914    },915    {916      "block_bytes": 1048576,917      "pattern": "sequential",918      "nocache": false,919      "threads": 1,920      "gpu_load": false,921      "repeats": 3,922      "budget_bytes": 8589934592,923      "mb_per_s_mean": 42748.724335353734,924      "mb_per_s_median": 42961.4873690113,925      "mb_per_s_std": 398.34237778641517,926      "iops_mean": 40768.3604577577927    },928    {929      "block_bytes": 1048576,930      "pattern": "sequential",931      "nocache": false,932      "threads": 4,933      "gpu_load": false,934      "repeats": 3,935      "budget_bytes": 8589934592,936      "mb_per_s_mean": 115452.76372983315,937      "mb_per_s_median": 115383.80137455142,938      "mb_per_s_std": 360.25037919630205,939      "iops_mean": 110104.33552726093940    },941    {942      "block_bytes": 1048576,943      "pattern": "sequential",944      "nocache": false,945      "threads": 8,946      "gpu_load": false,947      "repeats": 3,948      "budget_bytes": 8589934592,949      "mb_per_s_mean": 135141.67129088886,950      "mb_per_s_median": 135055.84872295542,951      "mb_per_s_std": 234.70894626348195,952      "iops_mean": 128881.14098633657953    },954    {955      "block_bytes": 4194304,956      "pattern": "sequential",957      "nocache": false,958      "threads": 1,959      "gpu_load": false,960      "repeats": 3,961      "budget_bytes": 8589934592,962      "mb_per_s_mean": 41845.60382065829,963      "mb_per_s_median": 41902.67348506605,964      "mb_per_s_std": 222.59592874335817,965      "iops_mean": 9976.769404568264966    },967    {968      "block_bytes": 4194304,969      "pattern": "sequential",970      "nocache": false,971      "threads": 4,972      "gpu_load": false,973      "repeats": 3,974      "budget_bytes": 8589934592,975      "mb_per_s_mean": 89032.16638537818,976      "mb_per_s_median": 89044.04777215824,977      "mb_per_s_std": 306.99513381891666,978      "iops_mean": 21226.92260393576979    },980    {981      "block_bytes": 4194304,982      "pattern": "sequential",983      "nocache": false,984      "threads": 8,985      "gpu_load": false,986      "repeats": 3,987      "budget_bytes": 8589934592,988      "mb_per_s_mean": 102950.69245037381,989      "mb_per_s_median": 103379.94695611407,990      "mb_per_s_std": 1175.062630271669,991      "iops_mean": 24545.35781154008992    },993    {994      "block_bytes": 4096,995      "pattern": "random",996      "nocache": true,997      "threads": 8,998      "gpu_load": true,999      "repeats": 3,1000      "budget_bytes": 1340761293,1001      "mb_per_s_mean": 478.35036355266675,1002      "mb_per_s_median": 478.41375277377244,1003      "mb_per_s_std": 1.0703311360714174,1004      "iops_mean": 116784.756726725271005    },1006    {1007      "block_bytes": 16384,1008      "pattern": "random",1009      "nocache": true,1010      "threads": 8,1011      "gpu_load": true,1012      "repeats": 3,1013      "budget_bytes": 5442779396,1014      "mb_per_s_mean": 1888.0411374899622,1015      "mb_per_s_median": 1887.862781859016,1016      "mb_per_s_std": 0.7370887499392919,1017      "iops_mean": 115236.885833127571018    },1019    {1020      "block_bytes": 65536,1021      "pattern": "random",1022      "nocache": true,1023      "threads": 8,1024      "gpu_load": true,1025      "repeats": 3,1026      "budget_bytes": 8589934592,1027      "mb_per_s_mean": 5351.261002842351,1028      "mb_per_s_median": 5348.537195537803,1029      "mb_per_s_std": 6.5762207021706836,1030      "iops_mean": 81653.762860753661031    },1032    {1033      "block_bytes": 262144,1034      "pattern": "random",1035      "nocache": true,1036      "threads": 8,1037      "gpu_load": true,1038      "repeats": 3,1039      "budget_bytes": 8589934592,1040      "mb_per_s_mean": 11608.997808656672,1041      "mb_per_s_median": 11620.467878177564,1042      "mb_per_s_std": 26.761948567871453,1043      "iops_mean": 44284.812197329221044    },1045    {1046      "block_bytes": 1048576,1047      "pattern": "random",1048      "nocache": true,1049      "threads": 8,1050      "gpu_load": true,1051      "repeats": 3,1052      "budget_bytes": 8589934592,1053      "mb_per_s_mean": 13393.447895148627,1054      "mb_per_s_median": 13397.359252768547,1055      "mb_per_s_std": 10.659178098289324,1056      "iops_mean": 12772.9872657285941057    },1058    {1059      "block_bytes": 4194304,1060      "pattern": "random",1061      "nocache": true,1062      "threads": 8,1063      "gpu_load": true,1064      "repeats": 3,1065      "budget_bytes": 8589934592,1066      "mb_per_s_mean": 30955.750339884242,1067      "mb_per_s_median": 31923.229778403995,1068      "mb_per_s_std": 12129.557206669355,1069      "iops_mean": 7380.4260110579121070    }1071  ]1072}