Ampere Altra versus Intel Sierra Forest benchmarks by Michael Larabel for a future article.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2406055-NE-INTELSRFA82
Intel Xeon 6700E Sierra Forest vs. Ampere Altra vs. AMD EPYC
Ampere Altra versus Intel Sierra Forest benchmarks by Michael Larabel for a future article.
,,"Xeon Platinum 8592+","Xeon Platinum 8490H","Xeon Max 9468","Xeon Max 9480","Xeon Platinum 8380","EPYC 9684X","EPYC 9654","EPYC 9754","EPYC 8534P","EPYC 8534PN","Xeon 6766E","Xeon 6780E","Ampere Altra Max M128-30"
Processor,,INTEL XEON PLATINUM 8592+ @ 3.90GHz (64 Cores / 128 Threads),Intel Xeon Platinum 8490H @ 3.50GHz (60 Cores / 120 Threads),Intel Xeon Max 9468 @ 3.50GHz (48 Cores / 96 Threads),Intel Xeon Max 9480 @ 3.50GHz (56 Cores / 112 Threads),Intel Xeon Platinum 8380 @ 3.40GHz (40 Cores / 80 Threads),AMD EPYC 9684X 96-Core @ 2.55GHz (96 Cores / 192 Threads),AMD EPYC 9654 96-Core @ 2.40GHz (96 Cores / 192 Threads),AMD EPYC 9754 128-Core @ 2.25GHz (128 Cores / 256 Threads),AMD EPYC 8534P 64-Core @ 2.30GHz (64 Cores / 128 Threads),AMD EPYC 8534PN 64-Core @ 2.00GHz (64 Cores / 128 Threads),Intel Xeon 6766E @ 2.70GHz (144 Cores),Intel Xeon 6780E @ 3.00GHz (144 Cores),ARMv8 Neoverse-N1 @ 3.00GHz (128 Cores)
Motherboard,,Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Quanta Cloud QuantaGrid D54Q-2U S6Q-MB-MPS (3B05.TEL4P1 BIOS),Intel M50CYP2SB2U (SE5C6200.86B.0022.D08.2103221623 BIOS),AMD Titanite_4G (RTI1007B BIOS),AMD Titanite_4G (RTI1007B BIOS),AMD Titanite_4G (RTI1007B BIOS),AMD Cinnabar (RCB1009C BIOS),AMD Cinnabar (RCB1009C BIOS),Quanta Cloud QuantaGrid D55Q-2U S7Q-MB-MPS-MDP (2A05.QCT001 BIOS),Quanta Cloud QuantaGrid D55Q-2U S7Q-MB-MPS-MDP (2A05.QCT001 BIOS),GIGABYTE G242-P36-00 MP32-AR2-00 v01000100 (F31k SCP: 2.10.20220531 BIOS)
Chipset,,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Device 1bce,Intel Ice Lake IEH,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,Intel Ice Lake IEH,Intel Ice Lake IEH,Ampere Computing LLC Altra PCI Root Complex A
Memory,,512GB,512GB,576GB,576GB,256GB,12 x 64GB DDR5-4800MT/s Samsung M321R8GA0BB0-CQKEG,12 x 64GB DDR5-4800MT/s Samsung M321R8GA0BB0-CQKEG,12 x 64GB DDR5-4800MT/s Samsung M321R8GA0BB0-CQKEG,6 x 32GB DDR5-4800MT/s Samsung M321R4GA0BB0-CQKMG,6 x 32GB DDR5-4800MT/s Samsung M321R4GA0BB0-CQKMG,256GB,256GB,16 x 32GB DDR4-3200MT/s Samsung M393A4K40DB3-CWE
Disk,,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92 + 2000GB Corsair MP700 PRO,2 x 1920GB KIOXIA KCD8XPUG1T92,2 x 1920GB KIOXIA KCD8XPUG1T92 + 3201GB Micron_7450_MTFDKCB3T2TFS,3201GB Micron_7450_MTFDKCB3T2TFS + 2 x 1920GB KIOXIA KCD8XPUG1T92,800GB Micron_7450_MTFDKBA800TFS + 2 x 1920GB KIOXIA KCD8XPUG1T92
Graphics,,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED,ASPEED
Monitor,,,,,,VE228,,,,,,,,
Network,,,,,,2 x Intel X710 for 10GBASE-T + 2 x Intel E810-C for QSFP,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,Broadcom NetXtreme BCM5720 PCIe,2 x Broadcom NetXtreme BCM5720 PCIe,2 x Broadcom NetXtreme BCM5720 PCIe,2 x Broadcom BCM57416 NetXtreme-E Dual-Media 10G RDMA,2 x Broadcom BCM57416 NetXtreme-E Dual-Media 10G RDMA,2 x Intel I350
OS,,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04,Ubuntu 24.04
Kernel,,6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900rc3-generic (x86_64),6.9.0-060900-generic (aarch64)
Compiler,,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0,GCC 13.2.0
File-System,,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4,ext4
Screen Resolution,,1920x1200,1920x1200,1920x1200,1920x1200,1920x1080,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200,1024x768
,,"Xeon Platinum 8592+","Xeon Platinum 8490H","Xeon Max 9468","Xeon Max 9480","Xeon Platinum 8380","EPYC 9684X","EPYC 9654","EPYC 9754","EPYC 8534P","EPYC 8534PN","Xeon 6766E","Xeon 6780E","Ampere Altra Max M128-30"
"Xmrig - Variant: GhostRider - Hash Count: 1M (H/s)",HIB,8378.3,5808.8,5446.8,6122.3,2593.2,15786.6,14207.7,9320.5,4660.0,4564.3,5315.7,5753.9,2514.1
"QuantLib - Configuration: Multi-Threaded (MFLOPS)",HIB,195648.8,179647.5,143755.3,162727.4,91036.5,319827.2,294183.2,374413.5,172566.8,153920.8,233836.3,262432.6,251819.4
"CloverLeaf - Input: clover_bm64_short (sec)",LIB,39.38,39.48,41.43,42.22,60.89,42.17,46.50,48.36,57.38,57.54,38.01,38.01,63.16
"CloverLeaf - Input: clover_bm16 (sec)",LIB,410.59,328.47,351.29,357.57,512.36,245.82,334.30,400.52,495.25,498.22,314.88,313.50,564.86
"PyTorch - Device: CPU - Batch Size: 64 - Model: ResNet-50 (batches/sec)",HIB,63.06,56.01,51.55,51.35,48.99,34.71,35.01,27.68,33.49,33.23,26.89,30.69,24.51
"PyTorch - Device: CPU - Batch Size: 256 - Model: ResNet-50 (batches/sec)",HIB,63.60,54.84,52.97,51.56,48.89,34.90,34.90,27.78,33.68,33.30,26.82,30.86,24.24
"PyTorch - Device: CPU - Batch Size: 512 - Model: ResNet-50 (batches/sec)",HIB,63.30,56.44,51.05,51.86,48.99,34.69,34.65,27.53,33.76,33.18,26.91,30.87,23.83
"Llamafile - Test: llava-v1.5-7b-q4 - Acceleration: CPU (Tokens/sec)",HIB,16.61,20.95,7.67,8.13,19.11,25.38,25.75,20.64,21.00,20.65,8.56,9.60,0.99
"Llamafile - Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPU (Tokens/sec)",HIB,4.08,5.85,1.47,1.54,4.41,8.48,8.35,7.47,5.16,5.11,5.39,5.58,0.59
"OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (FPS)",HIB,592.20,477.77,415.96,467.08,156.13,576.98,525.88,621.42,317.38,293.07,138.53,149.63,40.05
"OpenVINO - Model: Machine Translation EN To DE FP16 - Device: CPU (ms)",LIB,26.85,62.46,28.73,38.50,127.89,83.11,91.16,102.84,100.67,109.00,259.66,240.38,795.07
"OpenVINO - Model: Handwritten English Recognition FP16-INT8 - Device: CPU (FPS)",HIB,2924.66,1643.43,2074.30,2243.84,637.76,2986.33,2739.01,3280.25,1542.61,1396.78,832.29,934.97,146.26
"OpenVINO - Model: Handwritten English Recognition FP16-INT8 - Device: CPU (ms)",LIB,21.87,36.20,23.12,24.94,62.64,32.00,34.92,38.85,41.38,45.71,172.72,153.76,218.35
"ACES DGEMM - Sustained Floating-Point Rate (GFLOP/s)",HIB,29.141078,23.543705,19.768930,22.539990,13.494557,45.245794,39.086262,44.970826,21.817577,20.997732,15.941604,17.853682,17.925396
"miniFE - Problem Size: Small (CG Mflops)",HIB,31830.2,35230.1,20091.1,18621.2,22957.3,53167.8,50909.6,50139.9,24526.0,24548.8,40441.0,40626.4,24015.5
"Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,2369998.356940,2194630.600449,1614763.703237,1855135.326098,1218453.342873,4152864.875380,3926265.277120,4525288.003014,2274636.131544,2069432.528093,2915609.747368,3340274.034309,2823599.455709
"Stockfish - Chess Benchmark (Nodes/s)",HIB,109766345,96887479,68019088,73592230,51099545,214524659,197708350,189763799,99198144,90658156,122794246,125194066,59497098
"7-Zip Compression - Test: Compression Rating (MIPS)",HIB,441636,388190,314716,342363,243732,579112,549500,575440,331357,319094,413851,438048,319039
"7-Zip Compression - Test: Decompression Rating (MIPS)",HIB,338146,287862,207738,243347,188345,716065,642626,780871,367989,338355,421063,463768,539366
"John The Ripper - Test: Blowfish (Real C/S)",HIB,105831,94513,67893,79152,56939,192574,166541,220188,102198,93473,190209,211449,108532
"John The Ripper - Test: bcrypt (Real C/S)",HIB,105781,94551,67875,79144,56939,192898,166541,220188,102222,93472,190058,211311,108723
"Timed LLVM Compilation - Build System: Ninja (sec)",LIB,165.048,187.017,212.482,197.844,298.409,124.455,135.666,146.761,205.014,215.925,184.202,169.447,293.185
"m-queens - Time To Solve (sec)",LIB,14.257,15.211,21.030,18.102,24.175,6.950,7.738,6.350,13.250,14.493,11.479,10.301,8.423
"Timed Linux Kernel Compilation - Build: allmodconfig (sec)",LIB,316.902,362.454,428.387,384.063,612.782,290.341,311.825,337.685,406.414,438.168,274.855,251.195,366.867
"GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,228,216,160,181,123,300,264,304,172,163,270,299,266
"x265 - Video Input: Bosphorus 4K (FPS)",HIB,38.93,37.86,29.05,31.40,29.76,32.12,31.72,28.16,28.13,27.74,20.22,21.30,17.45
"libavif avifenc - Encoder Speed: 0 (sec)",LIB,64.475,69.931,76.915,73.060,100.461,61.629,61.992,73.271,75.864,78.241,140.859,126.966,211.954
"libavif avifenc - Encoder Speed: 2 (sec)",LIB,34.791,37.752,41.125,39.876,52.227,34.044,34.148,40.351,41.657,42.605,76.474,69.343,134.170
"libavif avifenc - Encoder Speed: 6 (sec)",LIB,2.971,3.169,3.730,3.550,4.093,2.723,2.756,3.251,3.484,3.623,4.243,3.872,3.816
"libavif avifenc - Encoder Speed: 6, Lossless (sec)",LIB,5.784,6.278,6.836,6.605,8.201,5.757,5.799,6.853,7.182,7.301,9.188,8.359,7.091
"libavif avifenc - Encoder Speed: 10, Lossless (sec)",LIB,4.456,4.923,4.916,4.867,5.906,4.770,4.792,5.662,5.735,5.734,7.507,6.849,5.521
"Timed Node.js Compilation - Time To Compile (sec)",LIB,214.431,254.003,270.380,252.648,423.626,147.837,164.021,186.103,277.525,288.118,246.848,228.571,676.786
"Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,3503200000,3181266667,2670033333,2972400000,1554666667,4755333333,4256300000,4714500000,2982800000,2687066667,3736300000,4136766667,2825033333
"Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 512 (samples/s)",HIB,1152933333,918566667,800186667,882200000,539226667,1368733333,1158166667,1369800000,809916667,731756667,719626667,796340000,365283333
"Liquid-DSP - Threads: 256 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,3806833333,3500833333,2848933333,3222533333,1610466667,5811900000,5266466667,6401366667,3116933333,2793700000,4259433333,4714700000,2839066667
"Liquid-DSP - Threads: 256 - Buffer Length: 256 - Filter Length: 512 (samples/s)",HIB,1178766667,1020833333,838530000,944550000,542606667,1570400000,1362166667,1744700000,821013333,741740000,848376667,940270000,367020000
"srsRAN Project - Test: PDSCH Processor Benchmark, Throughput Total (Mbps)",HIB,26378.1,24688.5,21286.6,15081.0,13537.7,29384.9,27695.2,25194.6,19375.9,19485.8,27281.9,29804.4,13714.6
"Speedb - Test: Random Read (Op/s)",HIB,315178381,276179617,211457048,244070674,130359145,537633034,428557054,589951070,274091778,242940110,596955494,673159217,452482473
"Speedb - Test: Read While Writing (Op/s)",HIB,12168413,10695360,8795408,9988176,7147120,19595777,18024993,22829426,12053901,11882103,17548934,17945745,10457238
"OpenSSL - Algorithm: SHA256 (byte/s)",HIB,66573957920,61806994523,44439185187,51840436763,27858504490,138409588983,126475137690,161269162280,74584721007,67806730387,129975994733,144163027280,99240430433
"OpenSSL - Algorithm: SHA512 (byte/s)",HIB,23886054770,22219927723,16199261277,18893980783,10980940093,45865131913,39627575497,52746634113,24378460820,22194470973,40605137923,45088755640,34282834893
"ClickHouse - 100M Rows Hits Dataset, First Run / Cold Cache (Queries/min, Geo Mean)",HIB,437.20,465.50,446.40,461.62,326.65,566.31,536.82,433.79,323.59,322.69,365.62,388.29,243.61
"ClickHouse - 100M Rows Hits Dataset, Second Run (Queries/min, Geo Mean)",HIB,455.79,486.05,465.06,474.68,339.67,597.73,562.50,450.12,337.32,337.44,381.05,403.96,244.83
"ClickHouse - 100M Rows Hits Dataset, Third Run (Queries/min, Geo Mean)",HIB,458.23,481.66,470.02,476.91,342.99,595.19,559.55,458.96,338.84,335.46,379.92,400.52,247.83
"RocksDB - Test: Random Read (Op/s)",HIB,297517946,265366170,205346154,234469939,125584953,523310091,409272949,573235452,266186537,234992636,574749552,645309483,399277797
"RocksDB - Test: Read While Writing (Op/s)",HIB,8926893,7841738,7439663,7366500,5539870,14158419,14608544,15776186,9333645,8934176,11340389,11864815,9445415
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write (TPS)",HIB,75396,71227,69969,72225,61233,79492,79987,72244,61272,55395,79191,86677,57787
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency (ms)",LIB,13.264,14.040,14.292,13.845,16.341,12.580,12.502,13.843,16.321,18.053,12.628,11.537,17.310
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only (TPS)",HIB,1699046,1748146,1792636,1607424,1720762,3989358,3603261,3422492,2606500,2416375,1748658,1846080,1725175
"PostgreSQL - Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency (ms)",LIB,0.589,0.572,0.559,0.622,0.581,0.251,0.278,0.292,0.384,0.414,0.572,0.542,0.580
"Timed Linux Kernel Compilation - CPU Power Consumption Monitor (Watts)",LIB,317.64,323.36,330.93,330.36,256.23,348.42,282.28,262.8,150.79,129.6,201.59,255.14,170.41
"Timed Node.js Compilation - CPU Power Consumption Monitor (Watts)",LIB,295.74,305.63,318.88,317.34,248.06,289.15,242.47,210.13,134.67,118.09,148.97,170.44,129.27
"Timed LLVM Compilation - CPU Power Consumption Monitor (Watts)",LIB,291.41,298.24,314.74,311.03,243.86,289.22,241.32,221.05,134,117.14,148.04,172.6,122.91
"OpenSSL - Algorithm: SHA256 (byte/s/Watt)",HIB,195213927.957,189585676.929,157500377.521,167457577.179,105324899.054,345260515.928,386445411.79,481947170.761,469088919.271,511227929.805,611047359.481,516781889.876,545938643.427
"OpenSSL - CPU Power Consumption Monitor (Watts)",LIB,341.03,326.01,282.15,309.57,264.5,400.88,327.28,334.62,159,132.64,212.71,278.96,181.78
"OpenSSL - Algorithm: SHA512 (byte/s/Watt)",HIB,69884736.571,65144677.296,54000562.667,57121711.228,41470367.425,114623223.179,128564080.982,157697655.074,154425638.145,165874523.259,165922834.04,139323873.721,186801619.459
"OpenSSL - CPU Power Consumption Monitor (Watts)",LIB,341.79,341.09,299.98,330.77,264.79,400.14,308.23,334.48,157.87,133.8,244.72,323.63,183.53
"John The Ripper - Test: Blowfish (Real C/S/Watt)",HIB,339.84,305.954,257.143,274.735,233.582,531.077,605.492,757.826,753.262,805.428,885.523,747.264,696.763
"John The Ripper - CPU Power Consumption Monitor (Watts)",LIB,311.41,308.91,264.78,289.17,243.63,362.84,274.61,289.87,136.45,101.56,214.53,282.97,156.67
"John The Ripper - Test: bcrypt (Real C/S/Watt)",HIB,342.684,305.824,256.345,273.696,233.71,531.63,606.473,759.599,749.166,920.407,885.933,746.758,693.952
"ClickHouse - 100M Rows Hits Dataset, Third Run (Queries/min, Geo Mean/Watt)",HIB,2.599,2.341,1.967,1.974,1.966,3.709,4.053,4.182,4.085,4.366,4.917,4.737,3.662
"ClickHouse - CPU Power Consumption Monitor (Watts)",LIB,176.29,205.71,238.9,241.61,174.43,160.48,138.04,109.76,82.96,76.83,77.27,84.55,67.67
"PostgreSQL - CPU Power Consumption Monitor (Watts)",LIB,275.46,299.36,311.42,315.59,239.87,299.03,254.31,207.74,135.16,110.68,150.61,172.92,123.24
"PostgreSQL - CPU Power Consumption Monitor (Watts)",LIB,271.55,302.76,311.81,316.32,239.92,355.49,271.07,253.4,138.72,121.21,127.3,153.46,151.18
"RocksDB - Test: Random Read (Op/s/Watt)",HIB,904750.009,802721.251,663946.02,704496.503,490897.229,1362651.036,1523041.949,1957165.935,1780768.795,1972313.572,2436056.021,2069916.274,2094589.031
"RocksDB - CPU Power Consumption Monitor (Watts)",LIB,328.84,330.58,309.28,332.82,255.83,384.04,268.72,292.89,149.48,119.15,235.93,311.76,190.62
"RocksDB - Test: Read While Writing (Op/s/Watt)",HIB,27560.284,23723.763,22369.26,22200.615,21648.99,36906.825,48605.69,52342.461,60067.213,66672.697,63183.026,56900.618,52800.801
"RocksDB - CPU Power Consumption Monitor (Watts)",LIB,323.9,330.54,332.58,331.82,255.9,383.63,300.55,301.4,155.39,134,179.48,208.52,178.89
"Speedb - Test: Random Read (Op/s/Watt)",HIB,962315.697,834970.472,680456.82,744809.116,509439.259,1404496.492,1563545.137,1991742.681,1818446.427,2023204.528,2531402.051,2159153.276,2278519.61
"Speedb - CPU Power Consumption Monitor (Watts)",LIB,327.52,330.77,310.76,327.7,255.89,382.79,274.09,296.2,150.73,120.08,235.82,311.77,198.59
"Speedb - Test: Read While Writing (Op/s/Watt)",HIB,37383.406,32356.037,26509.913,29984.576,27890.685,57032.771,63472.871,93506.835,79851.054,97163.654,103697.416,90565.21,68649.723
"Speedb - CPU Power Consumption Monitor (Watts)",LIB,325.5,330.55,331.78,333.11,256.25,343.59,283.98,244.15,150.95,122.29,169.23,198.15,152.33
"Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec/Watt)",HIB,7555.564,7477.769,6163.4,6571.616,5016.557,12144.305,13254.143,16764.474,15712.092,16836.692,18400.488,15612.902,27062.211
"Coremark - CPU Power Consumption Monitor (Watts)",LIB,313.68,293.49,261.99,282.3,242.89,341.96,296.23,269.93,144.77,122.91,158.45,213.94,104.34
"ACES DGEMM - Sustained Floating-Point Rate (GFLOP/s/Watt)",HIB,0.121,0.093,0.071,0.081,0.059,0.196,0.214,0.252,0.198,0.22,0.107,0.105,0.127
"ACES DGEMM - CPU Power Consumption Monitor (Watts)",LIB,239.87,252.19,276.9,277.15,226.98,230.52,182.5,178.2,109.94,95.47,148.35,170.6,140.74
"m-queens - CPU Power Consumption Monitor (Watts)",LIB,278.57,266.4,241.11,260.39,238.8,267.9,221.83,202.95,122.5,106.99,180.19,226.9,117.71
"miniFE - Problem Size: Small (CG Mflops/Watt)",HIB,160.181,156.594,79.244,71.524,120.523,298.897,334.412,392.866,254.515,282.716,373.284,340.557,238.552
"miniFE - CPU Power Consumption Monitor (Watts)",LIB,198.71,224.98,253.53,260.35,190.48,177.88,152.24,127.63,96.36,86.83,108.34,119.29,100.67
"CloverLeaf - CPU Power Consumption Monitor (Watts)",LIB,299.62,320.54,324.2,323.64,254.93,264.63,223.18,183.89,132.55,122.03,168.7,184.14,155.97
"CloverLeaf - CPU Power Consumption Monitor (Watts)",LIB,289.13,346.05,345.92,346.15,267.62,301.76,250.17,200.7,143.82,132.66,186.46,205.96,159.57
"QuantLib - Configuration: Multi-Threaded (MFLOPS/Watt)",HIB,605.775,552.74,447.644,495.612,358.685,864.576,930.7,1200.708,1092.364,1202.803,1113.277,960.37,1293.699
"QuantLib - CPU Power Consumption Monitor (Watts)",LIB,322.97,325.01,321.14,328.34,253.81,369.92,316.09,311.83,157.98,127.97,210.04,273.26,194.65
"7-Zip Compression - Test: Decompression Rating (MIPS/Watt)",HIB,1119.855,934.337,663.359,773.008,775.273,2281.23,2434.838,3140.68,2768.54,2828.903,2265.088,2052.497,3953.033
"7-Zip Compression - CPU Power Consumption Monitor (Watts)",LIB,301.96,308.09,313.16,314.81,242.94,313.89,263.93,248.63,132.92,119.61,185.89,225.95,136.44
"x265 - Video Input: Bosphorus 4K (FPS/Watt)",HIB,0.178,0.161,0.113,0.12,0.146,0.195,0.218,0.25,0.318,0.34,0.251,0.242,0.25
"x265 - CPU Power Consumption Monitor (Watts)",LIB,219.3,234.38,256.33,261.62,203.52,164.71,145.28,112.7,88.38,81.58,80.41,88.07,69.84
"libavif avifenc - CPU Power Consumption Monitor (Watts)",LIB,197.77,218.41,254.61,253.47,165.96,180.87,156.52,121.7,85.23,77.61,65.01,72.37,52.05
"libavif avifenc - CPU Power Consumption Monitor (Watts)",LIB,161.32,196.29,235.53,235.72,150.68,157.68,137.31,107.23,75.22,69.45,59.56,65.19,47.12
"libavif avifenc - CPU Power Consumption Monitor (Watts)",LIB,125.51,149.47,180.42,183.17,131.52,106.31,92.59,76.34,54.43,49.3,64.88,69.56,49.78
"libavif avifenc - CPU Power Consumption Monitor (Watts)",LIB,128.43,158.79,193.8,191.83,132.08,115.08,100.34,80.51,55.18,53.07,59.76,64.09,50.74
"libavif avifenc - CPU Power Consumption Monitor (Watts)",LIB,95.6,130.94,159.39,159.29,100.66,89.96,79.69,64.93,45.79,43.89,50.67,52.35,39.67
"GraphicsMagick - Operation: Enhanced (Iterations/min/Watt)",HIB,0.696,0.656,0.484,0.549,0.484,0.935,1.067,1.342,1.348,1.47,1.391,1.211,1.955
"GraphicsMagick - CPU Power Consumption Monitor (Watts)",LIB,327.64,329.43,330.74,329.68,254.21,320.71,247.53,226.47,127.55,110.88,194.07,246.9,136.08
"Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 57 (samples/s/Watt)",HIB,11273487.108,10089438.811,8437038.987,9312055.816,6364402.842,13085490.528,14722432.568,16705633.011,20620501.379,22733164.515,17916149.907,15275772.397,15940556.999
"Liquid-DSP - CPU Power Consumption Monitor (Watts)",LIB,310.75,315.31,316.47,319.2,244.28,363.41,289.1,282.21,144.65,118.2,208.54,270.81,177.22
"Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 512 (samples/s/Watt)",HIB,3740373.108,2929507.992,2528910.042,2800439.163,2212405.835,3778092.654,4367851.067,5183635.107,5867538.624,6364836.349,3673478.121,3117578.499,1983409.227
"Liquid-DSP - CPU Power Consumption Monitor (Watts)",LIB,308.24,313.56,316.42,315.02,243.73,362.28,265.16,264.25,138.03,114.97,195.9,255.44,184.17
"Liquid-DSP - Threads: 256 - Buffer Length: 256 - Filter Length: 57 (samples/s/Watt)",HIB,12268330.081,11085612.925,8954185.9,10156047.281,6601048.412,16030850.556,17475938.767,22424548.815,21345877.017,23457026.728,18991058.672,15942975.314,14308369.454
"Liquid-DSP - CPU Power Consumption Monitor (Watts)",LIB,310.3,315.8,318.17,317.3,243.97,362.54,301.36,285.46,146.02,119.1,224.29,295.72,198.42
"Liquid-DSP - Threads: 256 - Buffer Length: 256 - Filter Length: 512 (samples/s/Watt)",HIB,3805850.457,3267678.463,2666847.494,2982249.167,2257184.315,4387111.536,4853033.938,6413920.522,5998206.236,6532499.051,3974344.33,3349035.558,2000457.64
"Liquid-DSP - CPU Power Consumption Monitor (Watts)",LIB,309.72,312.4,314.43,316.72,240.39,357.96,280.68,272.02,136.88,113.55,213.46,280.76,183.47
"srsRAN Project - Test: PDSCH Processor Benchmark, Throughput Total (Mbps/Watt)",HIB,98.832,87.208,75.675,52.161,58.869,91.424,100.256,96.515,141.87,165.234,133.008,121.163,84.676
"srsRAN Project - CPU Power Consumption Monitor (Watts)",LIB,266.9,283.1,281.29,289.12,229.96,321.41,276.24,261.04,136.58,117.93,205.11,245.99,161.97
"PyTorch - Device: CPU - Batch Size: 64 - Model: ResNet-50 (batches/sec/Watt)",HIB,0.258,0.223,0.193,0.186,0.236,0.15,0.179,0.175,0.308,0.338,0.194,0.193,0.125
"PyTorch - CPU Power Consumption Monitor (Watts)",LIB,244,250.31,266.73,275.89,207.69,231.06,195.3,158.01,108.57,98.23,138.69,159.15,196.43
"PyTorch - Device: CPU - Batch Size: 256 - Model: ResNet-50 (batches/sec/Watt)",HIB,0.293,0.218,0.197,0.189,0.235,0.15,0.179,0.176,0.305,0.334,0.194,0.194,0.123
"PyTorch - CPU Power Consumption Monitor (Watts)",LIB,215.65,251.84,268.45,273.3,207.81,232.73,194.95,157.48,110.56,99.64,138.47,159.18,197.5
"PyTorch - Device: CPU - Batch Size: 512 - Model: ResNet-50 (batches/sec/Watt)",HIB,0.258,0.225,0.192,0.188,0.236,0.149,0.178,0.175,0.305,0.332,0.194,0.194,0.121
"PyTorch - CPU Power Consumption Monitor (Watts)",LIB,245.26,250.75,265.6,276.02,207.89,232.68,194.55,157.61,110.66,99.8,138.61,159.18,197.12
"OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,325.81,321.95,331.05,330.98,254.14,374.75,323.9,299.63,159.63,135.1,230.17,296.98,87.36
"OpenVINO - CPU Power Consumption Monitor (Watts)",LIB,318.97,328.72,331.88,332.74,255.74,382.65,333.47,323.53,165.08,135.3,235.17,308.92,224.63
"Llamafile - Test: llava-v1.5-7b-q4 - Acceleration: CPU (Tokens/sec/Watt)",HIB,0.068,0.08,0.027,0.028,0.089,0.11,0.138,0.126,0.202,0.223,0.061,0.056,0.006
"Llamafile - CPU Power Consumption Monitor (Watts)",LIB,244.07,262.55,283.07,288.22,215.58,231.13,186.7,163.65,104.22,92.71,139.67,172.82,161.56
"Llamafile - Test: wizardcoder-python-34b-v1.0.Q6_K - Acceleration: CPU (Tokens/sec/Watt)",HIB,0.013,0.018,0.005,0.005,0.018,0.029,0.034,0.037,0.038,0.044,0.031,0.028,0.004
"Llamafile - CPU Power Consumption Monitor (Watts)",LIB,307.46,317.1,306.79,325.29,250.18,296.68,245.28,203.84,135.55,115.77,175.78,201.04,161.17
"Xmrig - Variant: GhostRider - Hash Count: 1M (H/s/Watt)",HIB,25.015,17.114,16.636,17.929,9.798,42.004,46.688,40.166,33.466,36.236,30.621,29.19,18.777
"Xmrig - CPU Power Consumption Monitor (Watts)",LIB,334.94,339.42,327.41,341.47,264.66,375.84,304.31,232.05,139.24,125.96,173.6,197.12,133.89
"Stockfish - Chess Benchmark (Nodes/s/Watt)",HIB,325017.742,285328.343,199243.059,215737.778,193986.515,555213.837,569277.484,571475.983,568916.363,621037.113,509643.71,403742.349,258486.448
"Stockfish - CPU Power Consumption Monitor (Watts)",LIB,337.72,339.56,341.39,341.12,263.42,386.38,347.3,332.06,174.36,145.98,240.94,310.08,230.17
"CPU Power Consumption Monitor - Phoronix Test Suite System Monitoring (Watts)",,260.08,278.1,291.53,295.53,237.91,290.08,244.69,225.05,128.7,114.13,142.1,169.1,126.62