AMD EPYC 7003 EO 2021 Linux Comparison, "WireGuard + Linux Networking Stack Stress Test - ", Lower Results Are Better "Ubuntu 21.10",394.807,405.173,415.008 "High Performance Conjugate Gradient 3.1 - ", Higher Results Are Better "Ubuntu 21.10",34.5514,34.9265,35.0099 "NAMD 2.14 - ATPase Simulation - 327,506 Atoms", Lower Results Are Better "Ubuntu 21.10",0.304352,0.303675,0.304303 "NWChem 7.0.2 - Input: C240 Buckyball", Lower Results Are Better "Ubuntu 21.10", "Quantum ESPRESSO 6.8 - Input: AUSURF112", Lower Results Are Better "Ubuntu 21.10",242.6,243.56,243.25 "Zstd Compression - Compression Level: 3 - Compression Speed", Higher Results Are Better "Ubuntu 21.10",5597.9,5294.2,5057.2,6149.8,6247.2,5167.5,6063,6290.1,6489.3,5219.6,6453.7,6439.7 "Zstd Compression - Compression Level: 3 - Decompression Speed", Higher Results Are Better "Ubuntu 21.10", "Zstd Compression - Compression Level: 8 - Compression Speed", Higher Results Are Better "Ubuntu 21.10",3076.5,3183.2,3321.1,3088.5,3180.3,3161.9,3494.4,3124.4,3271.1,3091.1,3352.7,3118.3,3453.7,3179.2,3328.7 "Zstd Compression - Compression Level: 8 - Decompression Speed", Higher Results Are Better "Ubuntu 21.10", "Zstd Compression - Compression Level: 19 - Compression Speed", Higher Results Are Better "Ubuntu 21.10",79.6,76.5,78.3 "Zstd Compression - Compression Level: 19 - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",3587.7,3528.9,3563.7 "Zstd Compression - Compression Level: 3, Long Mode - Compression Speed", Higher Results Are Better "Ubuntu 21.10",166.3,161.6,163.3 "Zstd Compression - Compression Level: 3, Long Mode - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",4015.3,3904.9,3895.1 "Zstd Compression - Compression Level: 8, Long Mode - Compression Speed", Higher Results Are Better "Ubuntu 21.10",185,181.5,186.7 "Zstd Compression - Compression Level: 8, Long Mode - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",4101.3,4041.5,4118.9 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed", Higher Results Are Better "Ubuntu 21.10",38.4,39,36.1,37.2,39.9,41.8,39.2,39.4,35.6,39.6,39.2,41.4,39.8,35.9,38.2 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed", Higher Results Are Better "Ubuntu 21.10",3645,3682,3633.2,3568.2,3601.5,3630,3616.7,3653.5,3688.7,3593.1,3592.5,3592.8,3698.2,3590,3634.8 "GNU Radio - Test: Five Back to Back FIR Filters", Higher Results Are Better "Ubuntu 21.10",734.5,744.7,739.4 "GNU Radio - Test: Signal Source (Cosine)", Higher Results Are Better "Ubuntu 21.10",3768.1,3708.7,3736.6 "GNU Radio - Test: FIR Filter", Higher Results Are Better "Ubuntu 21.10",780.9,792.4,798.1 "GNU Radio - Test: IIR Filter", Higher Results Are Better "Ubuntu 21.10",709.3,708.1,709.1 "GNU Radio - Test: FM Deemphasis Filter", Higher Results Are Better "Ubuntu 21.10",869.1,887.3,887.2 "GNU Radio - Test: Hilbert Transform", Higher Results Are Better "Ubuntu 21.10",438.1,440.6,437.3 "OSPray 1.8.5 - Demo: San Miguel - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",83.333333333333,83.333333333333,83.333333333333 "OSPray 1.8.5 - Demo: XFrog Forest - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",17.543859649123,17.543859649123,17.241379310345 "OSPray 1.8.5 - Demo: NASA Streamlines - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",111.11111111111,111.11111111111,111.11111111111 "OSPray 1.8.5 - Demo: Magnetic Reconnection - Renderer: SciVis", Higher Results Are Better "Ubuntu 21.10",55.555555555556,55.555555555556,55.555555555556 "AOM AV1 3.2 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",26.79,25.81,25.56 "AOM AV1 3.2 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",36.13,35.83,35.96 "AOM AV1 3.2 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",40.58,39.13,39.15 "Embree 3.13 - Binary: Pathtracer - Model: Crown", Higher Results Are Better "Ubuntu 21.10",73.2556,73.0659,73.4216 "Embree 3.13 - Binary: Pathtracer ISPC - Model: Crown", Higher Results Are Better "Ubuntu 21.10",67.5213,67.4096,67.5741 "Kvazaar 2.1 - Video Input: Bosphorus 4K - Video Preset: Very Fast", Higher Results Are Better "Ubuntu 21.10",26.3,26.35,26.16 "Kvazaar 2.1 - Video Input: Bosphorus 4K - Video Preset: Ultra Fast", Higher Results Are Better "Ubuntu 21.10",50.38,50.07,50.26 "SVT-AV1 0.8.7 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",61.181,62.072,61.43 "SVT-HEVC 1.5.0 - Tuning: 7 - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",348.23,358,360.36 "SVT-HEVC 1.5.0 - Tuning: 10 - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",532.39,540.54,545.95 "SVT-VP9 0.3 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",350.15,413.55,416.48,416.87,406.47,406.43,414.91,399.76,400.09,406.49,421.54,406.65 "SVT-VP9 0.3 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p", Higher Results Are Better "Ubuntu 21.10",364.91,339.16,355.72,356.68,340.95,352.7,335.44,359.02,352.82,352.86,349.79,351.36 "VP9 libvpx Encoding 1.10.0 - Speed: Speed 5 - Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",16.9,16.67,12.3,13.96,16.66,14.43,15.21,13.02,15.96,14.48,15.54,15.63,11.62,15.8,12.23 "x265 3.4 - Video Input: Bosphorus 4K", Higher Results Are Better "Ubuntu 21.10",21.92,23.15,22.43,21.91,22.07 "ACES DGEMM 1.0 - Sustained Floating-Point Rate", Higher Results Are Better "Ubuntu 21.10",23.827555,20.736019,24.136445,20.904413,21.296041,22.076784,22.7753,22.358381,23.586506,23.33015,22.832469,21.081719,23.415002,21.158301,23.227805 "Intel Open Image Denoise 1.4.0 - Run: RT.hdr_alb_nrm.3840x2160", Higher Results Are Better "Ubuntu 21.10",1.7992989931123,1.7976914046981,1.8008445961156 "Timed Godot Game Engine Compilation 3.2.3 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",42.892,43.83,43.845 "Timed Linux Kernel Compilation 5.14 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",21.286,19.834,19.856,19.831,19.721,19.904,19.789,19.81,19.875 "Timed LLVM Compilation 13.0 - Build System: Ninja", Lower Results Are Better "Ubuntu 21.10",115.481,116.802,115.711 "Timed LLVM Compilation 13.0 - Build System: Unix Makefiles", Lower Results Are Better "Ubuntu 21.10",172.542,172.708,172.825 "Timed Node.js Compilation 15.11 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",79.788,80.271,80.701 "POV-Ray 3.7.0.7 - Trace Time", Lower Results Are Better "Ubuntu 21.10",8.536,8.5,8.478 "Numpy Benchmark - ", Higher Results Are Better "Ubuntu 21.10",439.11,435.6,436.38 "Timed Wasmer Compilation 1.0.2 - Time To Compile", Lower Results Are Better "Ubuntu 21.10",43.373,44.004,44.318 "OpenSSL 3.0 - Algorithm: SHA256", Higher Results Are Better "Ubuntu 21.10",98475838870,98601964190,98568125590 "OpenSSL 3.0 - Algorithm: RSA4096", Higher Results Are Better "Ubuntu 21.10",16996.7,17041.6,17043.9 "OpenSSL 3.0 - Algorithm: RSA4096", Higher Results Are Better "Ubuntu 21.10",1115200,1113994.1,1115097.2 "OpenSSL - ", Higher Results Are Better "Ubuntu 21.10",17062.5,17106.1,17101.5 "OpenSSL - ", Higher Results Are Better "Ubuntu 21.10",1104718.1,1104674.9,1102805.5 "GROMACS 2021.2 - Implementation: MPI CPU - Input: water_GMX50_bare", Higher Results Are Better "Ubuntu 21.10",7.331,7.417,7.418 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only", Higher Results Are Better "Ubuntu 21.10",1741821.896537,1753176.301926,1683960.078415 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency", Lower Results Are Better "Ubuntu 21.10",0.144,0.143,0.148 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Only", Higher Results Are Better "Ubuntu 21.10",1729878.715522,1711465.499695,1716081.611418 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency", Lower Results Are Better "Ubuntu 21.10",0.289,0.292,0.291 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write", Higher Results Are Better "Ubuntu 21.10",42096.424285,31898.037756,55187.382704,53439.695582,53288.222416,53541.372139,55831.886732,55304.448881,57700.130669,57805.168178,57130.123711,59411.541258 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency", Lower Results Are Better "Ubuntu 21.10",5.939,7.837,4.53,4.678,4.691,4.669,4.478,4.52,4.333,4.325,4.376,4.208 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Write", Higher Results Are Better "Ubuntu 21.10",59241.220467,60116.526959,57342.484478 "PostgreSQL pgbench 14.0 - Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency", Lower Results Are Better "Ubuntu 21.10",8.44,8.317,8.72 "ASTC Encoder 3.2 - Preset: Thorough", Lower Results Are Better "Ubuntu 21.10",5.0514,5.0562,5.0353 "ASTC Encoder 3.2 - Preset: Exhaustive", Lower Results Are Better "Ubuntu 21.10",9.3321,9.3356,9.3329 "GEGL - Operation: Crop", Lower Results Are Better "Ubuntu 21.10",7.832,7.745,7.734 "GEGL - Operation: Scale", Lower Results Are Better "Ubuntu 21.10",6.784,6.936,6.854 "GEGL - Operation: Reflect", Lower Results Are Better "Ubuntu 21.10",27.887,27.871,27.947 "GEGL - Operation: Color Enhance", Lower Results Are Better "Ubuntu 21.10",49.891,49.846,49.782 "GEGL - Operation: Rotate 90 Degrees", Lower Results Are Better "Ubuntu 21.10",36.407,36.08,36.339 "Hugin - Panorama Photo Assistant + Stitching Time", Lower Results Are Better "Ubuntu 21.10",45.023,45.96,46.391 "Inkscape - Operation: SVG Files To PNG", Lower Results Are Better "Ubuntu 21.10", "OCRMyPDF 10.3.1+dfsg - Processing 60 Page PDF Document", Lower Results Are Better "Ubuntu 21.10",11.832,11.427,11.554 "GNU Octave Benchmark 6.2.0 - ", Lower Results Are Better "Ubuntu 21.10",6.211,6.028,5.931,6.063,5.968 "RawTherapee - Total Benchmark Time", Lower Results Are Better "Ubuntu 21.10",49.628,50.139,50.045 "Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpop", Higher Results Are Better "Ubuntu 21.10",1178696.75,1188216.62,1200339.88 "Redis Memtier / Redis Benchmark - Test: LPUSH and LPOP: lpush", Higher Results Are Better "Ubuntu 21.10",1319269.62,1357966.38,1280586,1291338.88,1233353.75,1309416.75,1232597.62,1267429.12,1290836.62,1363147.25,1217878.38,1311307.62,1411842.38,1196458.5 "Redis Memtier / Redis Benchmark - Test: GET", Higher Results Are Better "Ubuntu 21.10",311789.98,303896.76,314255.66 "Redis Memtier / Redis Benchmark - Test: MIX", Higher Results Are Better "Ubuntu 21.10",314514.44,318153.13,321997.56 "Redis Memtier / Redis Benchmark - Test: SET", Higher Results Are Better "Ubuntu 21.10",513440.95,539096.47,344687.73,356588.31,373504.26,333663.93,351075.04,365312.97,350189.68,357196.73,361605.61,359256.88 "NCNN 20210720 - Target: CPU - Model: mobilenet", Lower Results Are Better "Ubuntu 21.10",73.94,64.97,29.4,46.68,71.69,78.14,65.23,65.73,56.43,37.71,62.41,66.03 "NCNN 20210720 - Target: CPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "Ubuntu 21.10",33.91,27.09,32.37,31.73,39.49,31.39,31.34,34.61,35.81,32.59,31.43,32.3 "NCNN 20210720 - Target: CPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "Ubuntu 21.10",28.48,36.26,35.59,34.24,29.17,30.32,31.81,31.27,27.29,30.4,29.54,28.52 "NCNN 20210720 - Target: CPU - Model: shufflenet-v2", Lower Results Are Better "Ubuntu 21.10",22.65,30.88,32.54,25.15,23.59,27.07,28.43,26.8,23.49,21.04,26.31,22.2 "NCNN 20210720 - Target: CPU - Model: mnasnet", Lower Results Are Better "Ubuntu 21.10",27.11,39.79,35.56,35.64,31.6,30.95,36.11,31.15,30.09,27.71,31.96,30.35 "NCNN 20210720 - Target: CPU - Model: efficientnet-b0", Lower Results Are Better "Ubuntu 21.10",38.2,34.81,42.82,48.7,37.42,36.64,41.04,35.86,38.54,33.16,37.24,35.86 "NCNN 20210720 - Target: CPU - Model: blazeface", Lower Results Are Better "Ubuntu 21.10",17,12.71,12.3,17.28,11.57,11.45,12.67,12.8,11.47,9.57,15.85,11.4 "NCNN 20210720 - Target: CPU - Model: googlenet", Lower Results Are Better "Ubuntu 21.10",56.22,52.09,56.87,61.38,46.41,54.96,68.8,50.92,44.09,40.77,47.64,61.74 "NCNN 20210720 - Target: CPU - Model: vgg16", Lower Results Are Better "Ubuntu 21.10",35.84,38.17,38.13,32.4,35.44,37.65,34.23,36.91,33.97,37.2,39.64,39.94 "NCNN 20210720 - Target: CPU - Model: resnet18", Lower Results Are Better "Ubuntu 21.10",30.58,19.2,34.56,25.72,26.71,31.3,39.91,28.58,28.35,18.23,26.45,39.55 "NCNN 20210720 - Target: CPU - Model: alexnet", Lower Results Are Better "Ubuntu 21.10",14.78,14.83,14.8,11.44,10.54,11.92,11.05,10.67,10.41,20.1,10.91,14.7 "NCNN 20210720 - Target: CPU - Model: resnet50", Lower Results Are Better "Ubuntu 21.10",82.2,84.71,78.39,60.69,68.84,36.48,91.73,62.1,73.65,33.06,79.66,61.89 "NCNN 20210720 - Target: CPU - Model: yolov4-tiny", Lower Results Are Better "Ubuntu 21.10",44.67,39.51,39.65,34.65,37.64,35.85,38.03,42.66,34.71,59.6,34.67,48.4 "NCNN 20210720 - Target: CPU - Model: squeezenet_ssd", Lower Results Are Better "Ubuntu 21.10",59.18,66.56,55.18,50.01,74.86,63.82,59.1,56.43,57.89,56.48,58.7,47.24 "NCNN 20210720 - Target: CPU - Model: regnety_400m", Lower Results Are Better "Ubuntu 21.10",66.01,66.21,64.01,65.95,61.5,62.31,75.64,67.54,72.63,81.63,62.26,59.77 "TNN 0.3 - Target: CPU - Model: DenseNet", Lower Results Are Better "Ubuntu 21.10",2834.995,2850.16,2841.435 "TNN 0.3 - Target: CPU - Model: MobileNet v2", Lower Results Are Better "Ubuntu 21.10",296.313,303.387,307.86 "TNN 0.3 - Target: CPU - Model: SqueezeNet v2", Lower Results Are Better "Ubuntu 21.10",61.871,62.232,62.126 "TNN 0.3 - Target: CPU - Model: SqueezeNet v1.1", Lower Results Are Better "Ubuntu 21.10",251.881,251.729,251.491 "PlaidML - FP16: No - Mode: Inference - Network: VGG16 - Device: CPU", Higher Results Are Better "Ubuntu 21.10",31.44,34.2,34.43,33.85,34.64,35.2,33.6,33.81,34.55,34.8,34.36,33.36,34.05,33.84,33.54 "PlaidML - FP16: No - Mode: Inference - Network: VGG19 - Device: CPU", Higher Results Are Better "Ubuntu 21.10",30.73,29.9,30.44 "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "PlaidML - FP16: No - Mode: Inference - Network: ResNet 50 - Device: CPU", Higher Results Are Better "Ubuntu 21.10",8.59,8.45,8.54 "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "PlaidML - FP16: No - Mode: Inference - Network: Inception V3 - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "PlaidML - FP16: No - Mode: Inference - Network: NASNer Large - Device: CPU", Higher Results Are Better "Ubuntu 21.10", "Blender 2.92 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "Ubuntu 21.10",26.25,26.38,26.09 "Blender 2.92 - Blend File: Pabellon Barcelona - Compute: CPU-Only", Lower Results Are Better "Ubuntu 21.10",77.05,76.84,77.06 "ONNX Runtime 1.8.2 - Model: yolov4 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",293.5,260,288,281.5,250.5,259.5,281.5,253,282.5,263,269,270 "ONNX Runtime 1.8.2 - Model: bertsquad-10 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",436,457.5,451 "ONNX Runtime 1.8.2 - Model: fcn-resnet101-11 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",196,189.5,182,190.5,195,189,193 "ONNX Runtime 1.8.2 - Model: shufflenet-v2-10 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",5686.5,4499.5,4705,4719.5,5163,5800.5,4879,5435.5,5837.5,4964,4440.5,4329.5 "ONNX Runtime 1.8.2 - Model: super-resolution-10 - Device: OpenMP CPU", Higher Results Are Better "Ubuntu 21.10",4791.5,5204.5,5353,4931,5637.5,5535,4911,4998,6269.5 "PyBench 2018-02-16 - Total For Average Test Times", Lower Results Are Better "Ubuntu 21.10",864,869,864 "PyPerformance 1.0.0 - Benchmark: go", Lower Results Are Better "Ubuntu 21.10",220,221,220 "PyPerformance 1.0.0 - Benchmark: float", Lower Results Are Better "Ubuntu 21.10",98.4,98.4,98.4 "PyPerformance 1.0.0 - Benchmark: nbody", Lower Results Are Better "Ubuntu 21.10",110,109,109 "PyPerformance 1.0.0 - Benchmark: pathlib", Lower Results Are Better "Ubuntu 21.10",15.2,15.2,15.3 "PyPerformance 1.0.0 - Benchmark: raytrace", Lower Results Are Better "Ubuntu 21.10",412,415,414 "PyPerformance 1.0.0 - Benchmark: json_loads", Lower Results Are Better "Ubuntu 21.10",20.3,20.3,20.4 "PyPerformance 1.0.0 - Benchmark: crypto_pyaes", Lower Results Are Better "Ubuntu 21.10",89.2,88.9,89.1 "PyPerformance 1.0.0 - Benchmark: regex_compile", Lower Results Are Better "Ubuntu 21.10",151,151,151 "PyPerformance 1.0.0 - Benchmark: python_startup", Lower Results Are Better "Ubuntu 21.10",7.28,7.31,7.33 "PyPerformance 1.0.0 - Benchmark: django_template", Lower Results Are Better "Ubuntu 21.10",41.3,41.4,41.4 "PyPerformance 1.0.0 - Benchmark: pickle_pure_python", Lower Results Are Better "Ubuntu 21.10",388,389,388 "Nginx - Test: Long Connection - Connections: 500", Higher Results Are Better "Ubuntu 21.10",170028.37,168940.77,172052.8 "Nginx - Test: Long Connection - Connections: 1000", Higher Results Are Better "Ubuntu 21.10",181558.21,180290.61,180508.7 "Nginx - Test: Short Connection - Connections: 500", Higher Results Are Better "Ubuntu 21.10",42178.07,42158.2,42089.58 "Nginx - Test: Short Connection - Connections: 1000", Higher Results Are Better "Ubuntu 21.10",35748.24,35875.22,35884.15 "Appleseed 2.0 Beta - Scene: Disney Material", Lower Results Are Better "Ubuntu 21.10", "Appleseed 2.0 Beta - Scene: Material Tester", Lower Results Are Better "Ubuntu 21.10", "Chaos Group V-RAY 5 - Mode: CPU", Higher Results Are Better "Ubuntu 21.10",67080,64400,69061,69174,53654,66733,55584,54927,67921,70769,68005,63953