System76 Thelio Kernels

AMD Ryzen Threadripper 7980X 64-Cores testing with a System76 Thelio Major (FA Z5 BIOS) and NAVI31 45GB on Pop 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2401208-NE-SYSTEM76T58
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AV1 2 Tests
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Identifier
Performance Per
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Date
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  Test
  Duration
v6.6.6 Stock
January 18
  8 Hours, 38 Minutes
v6.7
January 19
  6 Hours, 14 Minutes
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  7 Hours, 26 Minutes
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System76 Thelio Kernels, "TensorFlow 2.12 - Device: CPU - Batch Size: 512 - Model: ResNet-50", Higher Results Are Better "v6.6.6 Stock",48.71,48.05,48.06 "v6.7",90.57,90.58,90.57 "OpenVINO 2023.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",209.66,204.6,203.79 "v6.7",352.87,356.72,354.03 "OpenVINO 2023.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",152.2,155.94,156.6 "v6.7",90.44,89.46,90.16 "Stress-NG 0.16.04 - Test: Forking", Higher Results Are Better "v6.6.6 Stock",64813.35,59241.55,59005.09,55736.08,59707.95,56856.03,56838.54,56307.06,56991.11,56606.16,57608.24,58336.89,55310.29,55998.63,55606.05 "v6.7",74031.19,74219.67,73945.85 "Timed LLVM Compilation 16.0 - Build System: Ninja", Lower Results Are Better "v6.6.6 Stock",166.495,162.579,159.81 "v6.7",129.005,129.014,128.741 "OpenVINO 2023.2.dev - Model: Road Segmentation ADAS FP16-INT8 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",1442.69,1279.25,1266.58,1266.27,1253.19,1265.38,1260.82,1264.42,1246.68,1256.51,1250.16,1262.5,1247.34,1251.12,1252.72 "v6.7",1560.56,1564.51,1558.45 "OpenVINO 2023.2.dev - Model: Road Segmentation ADAS FP16-INT8 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",22.08,24.89,25.13,25.15,25.42,25.17,25.25,25.19,25.55,25.35,25.48,25.22,25.52,25.45,25.42 "v6.7",20.42,20.39,20.45 "Stress-NG 0.16.04 - Test: SENDFILE", Higher Results Are Better "v6.6.6 Stock",809964.83,827144.34,813235.45 "v6.7",1003157.44,993394.81,1009954.31 "Timed Linux Kernel Compilation 6.1 - Build: allmodconfig", Lower Results Are Better "v6.6.6 Stock",222.234,232.716,242.844,252.617,256.596,260.057,260.724,261.963,261.733 "v6.7",214.905,213.634,213.366 "OpenVINO 2023.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",7.49,8.03,8.46,8.41,8.47,8.59,8.49,8.53,8.58,8.5,8.55,8.53,8.51,8.53,8.55 "v6.7",7.36,7.36,7.37 "OpenVINO 2023.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",4191.91,3912.76,3716.67,3744.75,3709.89,3659.93,3698.76,3688.9,3664.16,3699.11,3681.19,3683.16,3697.08,3681.74,3677.55 "v6.7",4256.99,4255.46,4251.55 "Stress-NG 0.16.04 - Test: Cloning", Higher Results Are Better "v6.6.6 Stock",6657.72,6133.03,6033.43,5977.32,5954.05,5948.36,5894.16,5958.05,5884.88,5920.99,5941.07,5924.61,5874.94,5855.6,5928.59 "v6.7",6800.53,6798.74,6795.04 "PyTorch 2.1 - Device: CPU - Batch Size: 1 - Model: ResNet-50", Higher Results Are Better "v6.6.6 Stock",57.778369531066,57.29334265225,56.878713887438 "v6.7",52.206652601318,53.032847854409,52.831556538724 "PyTorch 2.1 - Device: CPU - Batch Size: 16 - Model: ResNet-50", Higher Results Are Better "v6.6.6 Stock",47.009632785,46.410330505007,47.163761810899 "v6.7",43.362047352907,42.909896995941,43.584725037241 "Speedb 2.7 - Test: Read Random Write Random", Higher Results Are Better "v6.6.6 Stock",3110179,3113201,3079851 "v6.7",3324834,3347728,3373334 "Stress-NG 0.16.04 - Test: Semaphores", Higher Results Are Better "v6.6.6 Stock",92645162.16,92754381.97,93641840.45 "v6.7",101298206.66,100166475.54,98964689.03 "PyTorch 2.1 - Device: CPU - Batch Size: 512 - Model: ResNet-50", Higher Results Are Better "v6.6.6 Stock",45.974775545328,46.656944340868,46.499938106363 "v6.7",43.308695410145,43.097685141391,43.177043953687 "Stress-NG 0.16.04 - Test: Pipe", Higher Results Are Better "v6.6.6 Stock",27141895.32,27169717.82,27043410.48 "v6.7",28735972.5,30169416.5,28692729.95,28689935.43,28700495.47 "OpenVINO 2023.2.dev - Model: Handwritten English Recognition FP16-INT8 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",36.91,36.92,36.87 "v6.7",34.94,35.24,34.42 "OpenVINO 2023.2.dev - Model: Handwritten English Recognition FP16-INT8 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",1727.95,1728.58,1730.11 "v6.7",1825.05,1809,1852.26 "Stress-NG 0.16.04 - Test: Context Switching", Higher Results Are Better "v6.6.6 Stock",19050407.05,20267115.62,20112236.17,20161068.43,21116048.49,19716711.39,19137013.94,21162183.46,21216277.02,20086090.26,20223563.95,19195160.33,20922891.57,19480083.46,20451892.22 "v6.7",21291242.44,20306405.54,21784354.22,20972194.23,22035248,20789694.51,20751201.7,22145851.99,22036498.04,21532690.47,19689874.04,20798603.65,22105176.57,21367701.24,22094786.82 "Stress-NG 0.16.04 - Test: CPU Stress", Higher Results Are Better "v6.6.6 Stock",183922.67,183081.67,188596.8 "v6.7",193010.24,194673.9,194367.7 "Stress-NG 0.16.04 - Test: Mutex", Higher Results Are Better "v6.6.6 Stock",23074252.72,23125709.01,23128219.67 "v6.7",24187872.62,24194447.3,24163543.4 "Speedb 2.7 - Test: Update Random", Higher Results Are Better "v6.6.6 Stock",442746,442817,448388 "v6.7",463268,462992,462492 "Stress-NG 0.16.04 - Test: Function Call", Higher Results Are Better "v6.6.6 Stock",59475.44,58279.05,59826.85 "v6.7",61646.87,61571.6,61622.82 "Stress-NG 0.16.04 - Test: Mixed Scheduler", Higher Results Are Better "v6.6.6 Stock",53879.66,53517.49,54088.84 "v6.7",56271.24,56106.02,55462.81 "Blender 4.0 - Blend File: Barbershop - Compute: CPU-Only", Lower Results Are Better "v6.6.6 Stock",163.25,163.31,163.59 "v6.7",157.08,157.73,157.3 "Speedb 2.7 - Test: Random Read", Higher Results Are Better "v6.6.6 Stock",455354683,448816070,455008714 "v6.7",468803579,467980456,467586847 "OpenVINO 2023.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",113437.58,113548.45,114030.43 "v6.7",117265.24,118015.89,116947.46 "Speedb 2.7 - Test: Read While Writing", Higher Results Are Better "v6.6.6 Stock",13295786,14051373,13627310,13131315,13416780,13280957 "v6.7",13045120,13325057,12641266,13149534 "Stress-NG 0.16.04 - Test: Glibc Qsort Data Sorting", Higher Results Are Better "v6.6.6 Stock",1900.91,1891.39,1890.55 "v6.7",1952.92,1958.02,1950.2 "Stress-NG 0.16.04 - Test: Floating Point", Higher Results Are Better "v6.6.6 Stock",26715.05,26744.94,26773.09 "v6.7",27620.29,27580.43,27508.25 "Stress-NG 0.16.04 - Test: Hash", Higher Results Are Better "v6.6.6 Stock",17034330.9,17038254.89,17027337.09 "v6.7",17557872.86,17549088.69,17548378.86 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only", Higher Results Are Better "v6.6.6 Stock",3925799.747562,3870550.831682,3864573.130749 "v6.7",4020660.114112,3980334.707514,4013224.049167 "Stress-NG 0.16.04 - Test: NUMA", Higher Results Are Better "v6.6.6 Stock",1040.1,1033.93,1036.27 "v6.7",1067.64,1068.16,1068.47 "Stress-NG 0.16.04 - Test: Vector Shuffle", Higher Results Are Better "v6.6.6 Stock",55903.67,55856.55,55800.41 "v6.7",57480.54,57503.21,57500.19 "Stress-NG 0.16.04 - Test: Crypto", Higher Results Are Better "v6.6.6 Stock",182782.65,183095.85,183673.47 "v6.7",188823.1,188264.77,188557.49 "Stress-NG 0.16.04 - Test: Vector Math", Higher Results Are Better "v6.6.6 Stock",485084.01,484704.89,485215.12 "v6.7",498787.09,498716.98,499524.39 "Stress-NG 0.16.04 - Test: Memory Copying", Higher Results Are Better "v6.6.6 Stock",23985.64,24040.41,23987.53 "v6.7",24620.65,24808.39,24657.87 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency", Lower Results Are Better "v6.6.6 Stock",0.255,0.258,0.259 "v6.7",0.249,0.251,0.249 "Stress-NG 0.16.04 - Test: Matrix Math", Higher Results Are Better "v6.6.6 Stock",386505.03,384865.82,384403.7 "v6.7",396581.32,395839.56,395702.9 "Quicksilver 20230818 - Input: CORAL2 P1", Higher Results Are Better "v6.6.6 Stock",26860000,27530000,27450000 "v6.7",28130000,27940000,28050000 "Stress-NG 0.16.04 - Test: Wide Vector Math", Higher Results Are Better "v6.6.6 Stock",3228817.06,3231480.03,3231087.42 "v6.7",3323141.19,3317065.04,3320204.84 "Timed Node.js Compilation 19.8.1 - Time To Compile", Lower Results Are Better "v6.6.6 Stock",121.376,121.039,121.228 "v6.7",117.759,118.14,118.244 "Stress-NG 0.16.04 - Test: Fused Multiply-Add", Higher Results Are Better "v6.6.6 Stock",70278316.5,70203733.28,70252418.48 "v6.7",72058092.43,72057531.57,72185810.43 "OpenVINO 2023.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",0.4,0.39,0.39 "v6.7",0.39,0.38,0.38 "OpenVINO 2023.2.dev - Model: Face Detection Retail FP16-INT8 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",4.35,4.36,4.36 "v6.7",4.24,4.26,4.26 "OpenVINO 2023.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",6.35,6.37,6.38 "v6.7",6.22,6.21,6.21 "7-Zip Compression 22.01 - Test: Decompression Rating", Higher Results Are Better "v6.6.6 Stock",563220,555741,551322 "v6.7",572932,570101,569617 "OpenVINO 2023.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",7.69,7.7,7.69 "v6.7",7.5,7.5,7.49 "OpenVINO 2023.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",7951.74,7960.42,7967.74 "v6.7",8156.11,8148.03,8179.65 "OpenVINO 2023.2.dev - Model: Face Detection Retail FP16-INT8 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",13968.91,13973.23,13938.52 "v6.7",14349.18,14292.26,14289.3 "Stress-NG 0.16.04 - Test: Malloc", Higher Results Are Better "v6.6.6 Stock",151845117.94,151500588.35,148935857.36 "v6.7",155969090.92,155480861.09,152034926.96 "OpenVINO 2023.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",4940.4,4923.11,4916.99 "v6.7",5039.78,5049.74,5047.02 "Quicksilver 20230818 - Input: CTS2", Higher Results Are Better "v6.6.6 Stock",23390000,23280000,23310000 "v6.7",23910000,23800000,23920000 "OpenVINO 2023.2.dev - Model: Face Detection FP16-INT8 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",83.65,83.07,83.06 "v6.7",85.33,85.11,85.22 "OpenVINO 2023.2.dev - Model: Face Detection FP16-INT8 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",381.47,383.84,384.14 "v6.7",374.02,374.85,374.65 "Stress-NG 0.16.04 - Test: Vector Floating Point", Higher Results Are Better "v6.6.6 Stock",228954.67,228409.17,229132.54 "v6.7",233473.52,234790.98,233818.41 "Blender 4.0 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "v6.6.6 Stock",17.67,17.92,17.68 "v6.7",17.28,17.63,17.22 "Stress-NG 0.16.04 - Test: Glibc C String Functions", Higher Results Are Better "v6.6.6 Stock",73173822.79,74243589.37,74179956.53 "v6.7",76293698.24,75119628.48,74732940.4 "Stress-NG 0.16.04 - Test: Zlib", Higher Results Are Better "v6.6.6 Stock",7850.31,7898.65,7894.33 "v6.7",8024.38,7982.58,8116.41 "7-Zip Compression 22.01 - Test: Compression Rating", Higher Results Are Better "v6.6.6 Stock",358020,353111,358055 "v6.7",365328,362553,362311 "LeelaChessZero 0.30 - Backend: Eigen", Higher Results Are Better "v6.6.6 Stock",362,362,370 "v6.7",355,368,348,361 "SVT-AV1 1.8 - Encoder Mode: Preset 13 - Input: Bosphorus 4K", Higher Results Are Better "v6.6.6 Stock",188.946,189.283,187.919 "v6.7",191.413,191.539,193.964 "Stress-NG 0.16.04 - Test: System V Message Passing", Higher Results Are Better "v6.6.6 Stock",26260750.81,26187589.49,26185669.77 "v6.7",26763821.16,26641463.24,26703033.38 "SVT-AV1 1.8 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "v6.6.6 Stock",88.443,89.945,88.101 "v6.7",89.003,90.788,91.288 "Timed PHP Compilation 8.1.9 - Time To Compile", Lower Results Are Better "v6.6.6 Stock",27.142,27.141,27.081 "v6.7",26.951,26.555,26.575 "SVT-AV1 1.8 - Encoder Mode: Preset 12 - Input: Bosphorus 4K", Higher Results Are Better "v6.6.6 Stock",181.182,185.359,183.574 "v6.7",185.298,187.353,186.097 "Stress-NG 0.16.04 - Test: AVX-512 VNNI", Higher Results Are Better "v6.6.6 Stock",8083077.88,8503818.02,8102759.39,8058030.1,8044174.29 "v6.7",8289948.74,8278502.61,8279054.4 "Stress-NG 0.16.04 - Test: Poll", Higher Results Are Better "v6.6.6 Stock",7399127.86,7406172.87,7377262.18 "v6.7",7485922.84,7510168.99,7503211.89 "SVT-AV1 1.8 - Encoder Mode: Preset 4 - Input: Bosphorus 4K", Higher Results Are Better "v6.6.6 Stock",9.167,8.988,9.089 "v6.7",9.149,9.295,9.18 "QuantLib 1.32 - Configuration: Multi-Threaded", Higher Results Are Better "v6.6.6 Stock",269419.6,265508.1,263937.5 "v6.7",271666.6,269697,268502.9 "QuantLib 1.32 - Configuration: Single-Threaded", Higher Results Are Better "v6.6.6 Stock",4310.8,4363.3,4390.7 "v6.7",4385.4,4401.7,4444.2 "Timed Linux Kernel Compilation 6.1 - Build: defconfig", Lower Results Are Better "v6.6.6 Stock",25.014,23.713,23.669,23.62,23.686,23.727 "v6.7",24.421,23.352,23.29,23.358 "FLAC Audio Encoding 1.4 - WAV To FLAC", Lower Results Are Better "v6.6.6 Stock",12.612,12.443,12.546,12.491,12.53 "v6.7",12.415,12.4,12.356,12.365,12.311 "rav1e 0.7 - Speed: 1", Higher Results Are Better "v6.6.6 Stock",1.362,1.371,1.375 "v6.7",1.384,1.382,1.385 "TensorFlow 2.12 - Device: CPU - Batch Size: 1 - Model: ResNet-50", Higher Results Are Better "v6.6.6 Stock",7.22,7.15,7.2 "v6.7",7.12,7.09,7.14 "rav1e 0.7 - Speed: 5", Higher Results Are Better "v6.6.6 Stock",5.634,5.608,5.617 "v6.7",5.655,5.68,5.682 "Timed LLVM Compilation 16.0 - Build System: Unix Makefiles", Lower Results Are Better "v6.6.6 Stock",181.632,181.819,181.486 "v6.7",180.692,179.608,180.261 "Stress-NG 0.16.04 - Test: MMAP", Higher Results Are Better "v6.6.6 Stock",1038.58,1037.82,1037.1 "v6.7",1043.44,1043.24,1041.83 "Stress-NG 0.16.04 - Test: MEMFD", Higher Results Are Better "v6.6.6 Stock",731.54,730.01,730.31 "v6.7",733.53,734.79,732.77 "rav1e 0.7 - Speed: 6", Higher Results Are Better "v6.6.6 Stock",7.402,7.379,7.329 "v6.7",7.359,7.376,7.459 "Stress-NG 0.16.04 - Test: Pthread", Higher Results Are Better "v6.6.6 Stock",125599.37,124224.8,125567.59 "v6.7",125434.26,125820.51,125358.85 "Y-Cruncher 0.8.3 - Pi Digits To Calculate: 500M", Lower Results Are Better "v6.6.6 Stock",5.452,5.464,5.473 "v6.7",5.472,5.482,5.487 "Y-Cruncher 0.8.3 - Pi Digits To Calculate: 1B", Lower Results Are Better "v6.6.6 Stock",11.033,11.012,11.025 "v6.7",11.035,11.05,11.083 "rav1e 0.7 - Speed: 10", Higher Results Are Better "v6.6.6 Stock",17.634,17.585,17.585 "v6.7",17.504,17.584,17.601 "Quicksilver 20230818 - Input: CORAL2 P2", Higher Results Are Better "v6.6.6 Stock",22010000,22130000,22070000 "v6.7",22010000,22060000,22040000 "Stress-NG 0.16.04 - Test: Atomic", Higher Results Are Better "v6.6.6 Stock",319.8,319.78,320.25 "v6.7",319.38,319.95,319.6 "Stress-NG 0.16.04 - Test: x86_64 RdRand", Higher Results Are Better "v6.6.6 Stock",11327.06,11327.65,11326.47 "v6.7",11326.46,11325.84,11326.05 "OpenVINO 2023.2.dev - Model: Person Detection FP16 - Device: CPU", Lower Results Are Better "v6.6.6 Stock",327.76,275.9,261.92,252.57,249.68,244.25,243.23,240.95,235.03,238.71,236.23,237.2,236.71,234.06,235.44 "v6.7",168.99,169.66,168.8 "OpenVINO 2023.2.dev - Model: Person Detection FP16 - Device: CPU", Higher Results Are Better "v6.6.6 Stock",97.43,115.85,121.96,126.47,127.91,130.84,131.35,132.63,135.84,133.76,135.13,134.59,134.98,136.5,135.68 "v6.7",189.02,188.27,189.21 "Stress-NG 0.16.04 - Test: Matrix 3D Math", Higher Results Are Better "v6.6.6 Stock",4350.96,3107.47,2220.95,2149.71,2122.78,2119.47,2107.69,2094.91,2070.86,2067.65,2055.66,2055.04,2047,2029.35,2035.23 "v6.7",4336.57,4333.66,4936.56,4331.37,4327.75,4331.96,4326.15,4334.26,4337.23,4332.55,4333.99,4336.58,4338.54 "Stress-NG 0.16.04 - Test: CPU Cache", Higher Results Are Better "v6.6.6 Stock",1249859.05,1254313.91,1302333.52 "v6.7",1269774.99,1262058.29,1340447.63,1211025.9,1317172.89,1378459.36,1265427.48,1273692.37,1368997.89,1136293.56,1308981.28,1120747.63 "Stress-NG 0.16.04 - Test: IO_uring", Higher Results Are Better "v6.6.6 Stock",2180585,2012370.96,1859326.82,1677043.37,1599042.36,1460145.73,1335826.28,1253413.84,1185457.53,1133650.43,1097524.44,1043780.59 "v6.7",2283373.55,2270361.95,2193824.47 "Stress-NG 0.16.04 - Test: AVL Tree", Higher Results Are Better "v6.6.6 Stock",556.26,428.7,411.72,410.46,417.06,411.43,420.7,421.67,427.18,424.89,430.82,431.05,435.64,432.06 "v6.7",636.15,635.44,633.87 "Stress-NG 0.16.04 - Test: Futex", Higher Results Are Better "v6.6.6 Stock",3138533.42,3078326.4,2962196.62,2770801.22,2913116.18,3019943.26,3231809.76,2874055.69,3108958.07,3039178.84,3099552.92,2864195.32 "v6.7",2780462.69,3350494.25,2857085.02,3073447.55,2711690.82,3160493.22,3387653.18,3082877.81,3049193.42,3107079.24,2841340.19,3057197.33,3087941.8,2817400.19,2849325.61 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency", Lower Results Are Better "v6.6.6 Stock",31.113,40.731,31.132,43.313,31.897,30.828,31.338,40.382,31.974,30.614,41.663,31.288 "v6.7",29.126,41.02,29.572,28.709,40.117,30.012,28.901,28.887,28.956,28.901,39.693,29.732 "PostgreSQL 16 - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write", Higher Results Are Better "v6.6.6 Stock",32140.981702,24551.563837,32121.254899,23087.906282,31351.200454,32438.135851,31910.541527,24763.476035,31275.356176,32664.504831,24002.366162,31961.037902 "v6.7",34333.938259,24378.603882,33815.499551,34832.74868,24927.268388,33319.717208,34601.436308,34617.867751,34535.149571,34601.175954,25193.439219,33634.255801