Ubuntu 21.04 Laptops Tests for a future article. AMD Ryzen 5 5500U testing with a LENOVO LNVNB161216 (GLCN22WW BIOS) and AMD Lucienne 2GB on Ubuntu 21.04 via the Phoronix Test Suite. ,,"Core i7 8565U","Core i7 1065G7","Core i7 1165G7","Ryzen 5 4500U","Core i7 9750H","Ryzen 5 5500U" Processor,,Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads),Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads),Intel Core i7-1165G7 @ 4.70GHz (4 Cores / 8 Threads),AMD Ryzen 5 4500U @ 2.38GHz (6 Cores),Intel Core i7-9750H @ 4.50GHz (6 Cores / 12 Threads),AMD Ryzen 5 5500U @ 2.10GHz (6 Cores / 12 Threads) Motherboard,,Dell 0KTW76 (1.11.0 BIOS),Dell 06CDVY (1.0.9 BIOS),Dell 0GG9PT (1.2.5 BIOS),LENOVO LNVNB161216 (EECN20WW BIOS),Notebook P95_96_97Ex Rx (1.07.13MIN29 BIOS),LENOVO LNVNB161216 (GLCN22WW BIOS) Chipset,,Intel Cannon Point-LP,Intel Ice Lake-LP DRAM,Intel Tiger Lake-LP,AMD Renoir Root Complex,Intel Cannon Lake PCH,AMD Renoir Root Complex Memory,,16GB,16GB,16GB,16GB,32GB,6GB Disk,,SK hynix PC401 NVMe 256GB,Toshiba KBG40ZPZ512G NVMe 512GB,Kioxia KBG40ZNS256G NVMe 256GB,256GB SK hynix HFM256GDHTNI-87A0B,1000GB Samsung SSD 970 EVO Plus 1TB,256GB SAMSUNG MZALQ256HBJD-00BL2 Graphics,,Intel WhiskeyLake-U GT2 [UHD 620] (1150MHz),Intel Iris Plus G7 (1100MHz),Intel Xe TGL GT2 3GB (1300MHz),AMD Renoir (1500/400MHz),NVIDIA GeForce RTX 2060 6GB,AMD Lucienne 2GB (1800/400MHz) Audio,,Realtek ALC3271,Realtek ALC289,Realtek ALC289,AMD Device 1637,Realtek ALC1220,AMD Device 1637 Network,,Qualcomm Atheros QCA6174 802.11ac,Intel Killer Wi-Fi 6 AX1650i 160MHz,Intel Wi-Fi 6 AX201,Realtek RTL8822CE 802.11ac PCIe,Realtek RTL8111/8168/8411 + Intel-AC 9560,Qualcomm Atheros QCA6174 802.11ac OS,,Ubuntu 21.04,Ubuntu 21.04,Ubuntu 21.04,Ubuntu 21.04,Ubuntu 21.04,Ubuntu 21.04 Kernel,,5.11.0-17-generic (x86_64),5.11.0-17-generic (x86_64),5.11.0-17-generic (x86_64),5.11.0-17-generic (x86_64),5.11.0-17-generic (x86_64),5.11.0-17-generic (x86_64) Desktop,,GNOME Shell 3.38.4,GNOME Shell 3.38.4,GNOME Shell 3.38.4,GNOME Shell 3.38.4,GNOME Shell 3.38.4,GNOME Shell 3.38.4 Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server 1.20.11,X Server 1.20.11 + Wayland OpenGL,,4.6 Mesa 21.0.1,,4.6 Mesa 21.0.1,4.6 Mesa 21.0.1 (LLVM 11.0.1),4.6.0,4.6 Mesa 21.0.1 (LLVM 11.0.1) Vulkan,,1.2.145,1.2.145,1.2.145,1.2.145,1.2.145,1.2.145 Compiler,,GCC 10.3.0,GCC 10.3.0,GCC 10.3.0,GCC 10.3.0,GCC 10.3.0,GCC 10.3.0 File-System,,ext4,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1080,1920x1200,1920x1200,1920x1080,1920x1080,1920x1080 Display Driver,,,,,,NVIDIA 460.73.01, OpenCL,,,,,,OpenCL 1.2 CUDA 11.2.162, ,,"Core i7 8565U","Core i7 1065G7","Core i7 1165G7","Ryzen 5 4500U","Core i7 9750H","Ryzen 5 5500U" "vkpeak - fp32-scalar (GFLOPS)",HIB,268.32,,,1119.91,,1617.74 "vkpeak - fp32-vec4 (GFLOPS)",HIB,338.57,,,1113.51,,1419.88 "vkpeak - fp16-scalar (GFLOPS)",HIB,462.81,,,1126.44,,1497.21 "vkpeak - fp16-vec4 (GFLOPS)",HIB,827.32,,,1116.64,,1462.35 "vkpeak - fp64-scalar (GFLOPS)",HIB,100.21,,,47.78,,67.36 "vkpeak - int32-scalar (GIOPS)",HIB,132.58,,,229.57,,323.85 "vkpeak - int32-vec4 (GIOPS)",HIB,142.84,,,229.30,,323.54 "vkpeak - int16-scalar (GIOPS)",HIB,144.52,,,574.15,,808.83 "vkpeak - int16-vec4 (GIOPS)",HIB,145.86,,,574.24,,808.71 "vkpeak - fp64-vec4 (GFLOPS)",HIB,96.36,,,47.78,,67.00 "RealSR-NCNN - Scale: 4x - TAA: No (sec)",LIB,200.334,141.795,64.670,96.329,,77.510 "Waifu2x-NCNN Vulkan - Scale: 2x - Denoise: 3 - TAA: No (sec)",LIB,10.373,7.081,4.134,5.210,,4.020 "Waifu2x-NCNN Vulkan - Scale: 2x - Denoise: 3 - TAA: Yes (sec)",LIB,75.269,53.254,27.269,35.012,,26.858 "Tesseract - Resolution: 1920 x 1080 (FPS)",HIB,67.25997,90.51341,166.8667,89.54982,,132.0591 "Warsow - Resolution: 1920 x 1080 (FPS)",HIB,80.4,111.0,244.6,96.7,,143.8 "Xonotic - Resolution: 1920 x 1080 - Effects Quality: Low (FPS)",HIB,195.8224051,249.4173412,346.4322097,214.3483929,,267.0789748 "Xonotic - Resolution: 1920 x 1080 - Effects Quality: High (FPS)",HIB,118.0880704,148.3779524,218.5094223,167.7759986,,195.8637643 "Xonotic - Resolution: 1920 x 1080 - Effects Quality: Ultra (FPS)",HIB,97.0728907,120.2060445,179.3004218,152.1533095,,171.4873736 "Xonotic - Resolution: 1920 x 1080 - Effects Quality: Ultimate (FPS)",HIB,71.2116275,92.1468777,136.0800280,108.7058311,,137.6911072 "ParaView - Test: Wavelet Volume - Resolution: 1920 x 1080 (Frames / Sec)",HIB,21.72,48.14,69.56,49.71,,69.86 "ParaView - Test: Wavelet Volume - Resolution: 1920 x 1080 (MiVoxels / Sec)",HIB,347.545,770.260,1112.901,795.408,,1117.758 "ParaView - Test: Wavelet Contour - Resolution: 1920 x 1080 (Frames / Sec)",HIB,33.22,40.76,62.47,38.88,,63.60 "ParaView - Test: Wavelet Contour - Resolution: 1920 x 1080 (MiPolys / Sec)",HIB,346.232,424.713,650.979,405.220,,662.793 "WireGuard + Linux Networking Stack Stress Test - (sec)",LIB,283.995,311.816,270.762,271.554,237.787,225.743 "QuantLib - (MFLOPS)",HIB,2293.1,2562.1,3088.0,2282.9,2394.2,2334.3 "Etcpak - Configuration: DXT1 (Mpx/s)",HIB,1249.460,1231.765,1490.786,1252.115,1374.737,1266.249 "Etcpak - Configuration: ETC1 (Mpx/s)",HIB,315.481,290.461,350.275,286.896,342.104,292.666 "Etcpak - Configuration: ETC2 (Mpx/s)",HIB,175.246,168.863,203.655,167.896,189.530,171.371 "Timed MrBayes Analysis - Primate Phylogeny Analysis (sec)",LIB,187.333,203.609,149.903,128.766,176.372,141.062 "LAMMPS Molecular Dynamics Simulator - Model: Rhodopsin Protein (ns/day)",HIB,2.779,2.633,2.907,4.085,4.578,4.184 "WebP Image Encode - Encode Settings: Quality 100, Lossless (Encode Time - sec)",LIB,18.919,19.427,15.629,21.827,17.462,21.048 "WebP Image Encode - Encode Settings: Quality 100, Highest Compression (Encode Time - sec)",LIB,7.481,7.844,6.528,7.878,7.157,7.762 "Xmrig - Variant: Monero - Hash Count: 1M (H/s)",HIB,1148.5,1318.6,1894.2,1380.2,1876.4,1332.9 "Xmrig - Variant: Wownero - Hash Count: 1M (H/s)",HIB,1525.1,1587.1,2423.1,2371.0,2767.9,2183.8 "Chia Blockchain VDF - Test: Square Plain C++ (IPS)",HIB,128933,151700,180800,153333,,156267 "Chia Blockchain VDF - Test: Square Assembly Optimized (IPS)",HIB,186000,158600,174942,150100,,153300 "LZ4 Compression - Compression Level: 3 - Compression Speed (MB/s)",HIB,46.89,51.67,58.74,55.46,50.55,55.62 "LZ4 Compression - Compression Level: 3 - Decompression Speed (MB/s)",HIB,7389.9,10386.9,9544.9,6994.1,9887.6,6768.8 "LZ4 Compression - Compression Level: 9 - Compression Speed (MB/s)",HIB,46.51,49.91,58.53,53.92,49.64,55.47 "LZ4 Compression - Compression Level: 9 - Decompression Speed (MB/s)",HIB,7400.3,10404.2,9550.3,6965.9,9907.1,6811.5 "Zstd Compression - Compression Level: 19 - Compression Speed (MB/s)",HIB,13,16.7,19.2,15.7,24.2,18.1 "Zstd Compression - Compression Level: 19 - Decompression Speed (MB/s)",HIB,2667.0,3143.8,3513.0,2441.6,3182.8,2453.2 "Zstd Compression - Compression Level: 19, Long Mode - Compression Speed (MB/s)",HIB,10.9,14.0,16.1,12.9,19.8,15.5 "Zstd Compression - Compression Level: 19, Long Mode - Decompression Speed (MB/s)",HIB,2688.0,3168.7,3636.1,2563.0,3178.0,2577.2 "srsRAN - Test: OFDM_Test (Samples / Second)",HIB,102666667,118200000,136406667,117133333,103186667,117800000 "srsRAN - Test: PHY_DL_Test (eNb Mb/s)",HIB,239.6,230.6,247.6,190.6,248.3,196.6 "srsRAN - Test: PHY_DL_Test (UE Mb/s)",HIB,93.4,97.3,105.0,83.1,97.4,85.9 "LuaRadio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,569.7,483.9,553.7,380.6,803.3,395.5 "LuaRadio - Test: FM Deemphasis Filter (MiB/s)",HIB,369.5,359.7,432.5,352.8,409.5,341.2 "LuaRadio - Test: Hilbert Transform (MiB/s)",HIB,72.9,85.0,104.1,95.2,77.0,97.5 "LuaRadio - Test: Complex Phase (MiB/s)",HIB,555.1,572.0,503.4,555.7,604.0,540.0 "Crafty - Elapsed Time (Nodes/s)",HIB,7743563,7788955,9105181,7576040,8530870,7736672 "dav1d - Video Input: Chimera 1080p (FPS)",HIB,309.38,289.52,345.19,269.29,446.58,322.74 "dav1d - Video Input: Summer Nature 4K (FPS)",HIB,65.78,69.17,79.96,84.94,110.79,91.67 "dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,207.94,227.81,265.97,205.24,335.49,218.04 "OSPray - Demo: San Miguel - Renderer: SciVis (FPS)",HIB,4.45,4.42,5.84,5.73,7.34,7.77 "OSPray - Demo: NASA Streamlines - Renderer: SciVis (FPS)",HIB,5.48,5.13,6.79,7.35,9.01,9.97 "OSPray - Demo: NASA Streamlines - Renderer: Path Tracer (FPS)",HIB,1.09,0.94,1.26,1.44,1.88,1.92 "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,0.04,0.04,0.06,0.08,0.06,0.08 "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K (FPS)",HIB,4.27,4.76,5.97,7.96,7.36,8.44 "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,2.23,2.29,2.87,3.66,3.62,3.94 "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,2.85,2.95,3.73,4.13,4.24,4.80 "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p (FPS)",HIB,8.74,8.90,11.07,14.48,13.73,15.53 "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,7.41,7.48,9.34,11.41,11.48,12.46 "Embree - Binary: Pathtracer - Model: Crown (FPS)",HIB,3.0207,2.8588,3.2085,4.0259,5.2256,5.4896 "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,3.2143,3.1648,3.8792,3.7636,5.5360,5.1336 "Embree - Binary: Pathtracer - Model: Asian Dragon (FPS)",HIB,3.6113,3.5622,3.8926,4.7633,6.5257,6.6699 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,4.0170,4.1608,4.9282,4.4391,7.0472,6.0465 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,4.938,5.213,6.576,7.675,7.833,8.989 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,16.868,19.430,24.188,24.033,27.886,29.749 "SVT-HEVC - Tuning: 7 - Input: Bosphorus 1080p (FPS)",HIB,40.50,33.71,41.53,51.25,54.80,57.62 "SVT-HEVC - Tuning: 10 - Input: Bosphorus 1080p (FPS)",HIB,91.77,85.42,101.78,101.31,139.11,116.00 "SVT-VP9 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p (FPS)",HIB,68.62,72.06,84.95,84.73,112.21,87.33 "SVT-VP9 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p (FPS)",HIB,53.46,51.80,62.57,70.62,81.66,74.02 "OpenVKL - Benchmark: vklBenchmark (Items / Sec)",HIB,54,76,100,59,89,67 "Coremark - CoreMark Size 666 - Iterations Per Second (Iterations/Sec)",HIB,117075.556013,107747.644418,125403.409046,172546.328144,182074.805439,232250.551788 "Stockfish - Total Time (Nodes/s)",HIB,6792552,6814933,7774313,10885323,11574416,13329488 "asmFish - 1024 Hash Memory, 26 Depth (Nodes/s)",HIB,8551700,7787456,8734340,11986706,14600203,15034496 "PJSIP - Method: INVITE (Responses/sec)",HIB,3220,3379,3753,2947,4356,3181 "PJSIP - Method: OPTIONS, Stateful (Responses/sec)",HIB,6306,6781,6952,5551,6860,4870 "PJSIP - Method: OPTIONS, Stateless (Responses/sec)",HIB,42064,43383,49488,49879,41832,57422 "libavif avifenc - Encoder Speed: 6 (sec)",LIB,28.327,28.452,25.050,19.884,20.813,17.914 "libavif avifenc - Encoder Speed: 10 (sec)",LIB,5.090,4.589,3.901,4.176,4.240,4.308 "libavif avifenc - Encoder Speed: 6, Lossless (sec)",LIB,184.495,202.714,173.037,111.872,125.578,102.874 "libavif avifenc - Encoder Speed: 10, Lossless (sec)",LIB,9.043,8.077,7.340,7.619,7.346,7.442 "Timed FFmpeg Compilation - Time To Compile (sec)",LIB,179.956,162.954,134.801,99.490,101.448,92.077 "Timed Godot Game Engine Compilation - Time To Compile (sec)",LIB,432.703,414.408,341.284,269.340,256.944,238.491 "Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,305.935,284.651,232.835,178.110,175.091,153.106 "Timed Mesa Compilation - Time To Compile (sec)",LIB,167.014,151.861,125.610,99.639,95.060,95.749 "Timed PHP Compilation - Time To Compile (sec)",LIB,138.290,130.759,108.609,100.217,88.539,90.730 "Build2 - Time To Compile (sec)",LIB,474.861,445.273,352.069,283.075,265.974,247.871 "YafaRay - Total Time For Sample Scene (sec)",LIB,522.729,531.024,443.200,323.332,320.186,260.231 "Numpy Benchmark - (Score)",HIB,316.27,392.71,423.52,268.02,378.30,288.34 "Timed Erlang/OTP Compilation - Time To Compile (sec)",LIB,247.703,230.439,209.226,187.869,159.559,155.177 "Timed Wasmer Compilation - Time To Compile (sec)",LIB,204.459,193.187,151.989,128.578,115.075,117.685 "FLAC Audio Encoding - WAV To FLAC (sec)",LIB,9.708,9.423,7.673,8.584,8.426,8.458 "LAME MP3 Encoding - WAV To MP3 (sec)",LIB,9.056,8.119,6.701,7.935,8.525,7.813 "Opus Codec Encoding - WAV To Opus Encode (sec)",LIB,9.033,9.153,7.518,7.807,8.409,7.662 "Ngspice - Circuit: C2670 (sec)",LIB,171.755,148.085,134.388,207.550,128.222,182.478 "Ngspice - Circuit: C7552 (sec)",LIB,224.304,197.059,119.518,322.958,105.633,310.716 "WebP2 Image Encode - Encode Settings: Quality 100, Compression Effort 5 (sec)",LIB,44.750,38.750,31.928,27.010,29.188,21.865 "SecureMark - Benchmark: SecureMark-TLS (marks)",HIB,229289,249166,289768,210367,247007,208400 "ViennaCL - Test: CPU BLAS - sCOPY (GB/s)",HIB,15.8,32.4,37.9,15.0,23.0,13.1 "ViennaCL - Test: CPU BLAS - sAXPY (GB/s)",HIB,25.3,48.5,58.0,22.6,34.7,19.7 "ViennaCL - Test: CPU BLAS - sDOT (GB/s)",HIB,27.3,50.7,57.5,34.5,37.1,28.3 "ViennaCL - Test: CPU BLAS - dCOPY (GB/s)",HIB,15.1,31.4,35.9,15.1,21.7,13.3 "ViennaCL - Test: CPU BLAS - dAXPY (GB/s)",HIB,24.3,46.9,54.0,22.9,32.6,19.9 "libjpeg-turbo tjbench - Test: Decompression Throughput (Megapixels/sec)",HIB,186.571575,179.081041,210.572446,202.074820,201.007924,204.695025 "TensorFlow Lite - Model: SqueezeNet (us)",LIB,612325,640532,521581,310023,394456,325243 "TensorFlow Lite - Model: Inception V4 (us)",LIB,9235330,9445290,7670940,4381077,5877720,4886320 "TensorFlow Lite - Model: NASNet Mobile (us)",LIB,477569,474640,384887,345693,344719,274299 "TensorFlow Lite - Model: Mobilenet Float (us)",LIB,419820,439322,355704,208692,274626,222760 "TensorFlow Lite - Model: Mobilenet Quant (us)",LIB,431673,435231,352460,211390,279355,227012 "TensorFlow Lite - Model: Inception ResNet V2 (us)",LIB,8301683,8593543,6950503,3995053,5330893,4410943 "ASTC Encoder - Preset: Medium (sec)",LIB,9.3604,9.1671,7.3365,7.9213,7.5017,7.1155 "ASTC Encoder - Preset: Thorough (sec)",LIB,48.5753,48.5575,38.8582,33.1263,30.0617,26.5006 "ASTC Encoder - Preset: Exhaustive (sec)",LIB,402.9847,392.8537,323.7347,272.2302,243.1625,225.6928 "Darktable - Test: Boat - Acceleration: CPU-only (sec)",LIB,12.784,14.467,11.501,8.246,9.373,11.484 "Darktable - Test: Masskrug - Acceleration: CPU-only (sec)",LIB,11.409,10.398,8.459,9.276,6.667,12.746 "Darktable - Test: Server Room - Acceleration: CPU-only (sec)",LIB,7.811,7.603,6.057,5.985,5.037,11.320 "GIMP - Test: resize (sec)",LIB,11.183,11.047,9.028,12.414,9.424,9.436 "GIMP - Test: rotate (sec)",LIB,13.607,11.711,10.082,14.832,12.654,12.493 "GIMP - Test: auto-levels (sec)",LIB,13.994,12.469,11.125,15.863,12.904,13.152 "GIMP - Test: unsharp-mask (sec)",LIB,16.824,14.412,12.792,17.865,15.356,16.188 "Hugin - Panorama Photo Assistant + Stitching Time (sec)",LIB,79.880,80.852,67.807,64.282,59.208,58.966 "OCRMyPDF - Processing 60 Page PDF Document (sec)",LIB,56.048,50.052,41.156,34.074,35.866,28.874 "GNU Octave Benchmark - (sec)",LIB,8.957,6.998,6.320,10.041,7.432,10.309 "OpenSCAD - Render: Pistol (sec)",LIB,119.339,100.891,90.170,118.970,108.065,117.595 "OpenSCAD - Render: Retro Car (sec)",LIB,5.474,4.659,3.937,5.549,5.043,5.473 "OpenSCAD - Render: Mini-ITX Case (sec)",LIB,52.858,45.210,37.813,54.698,49.755,53.532 "OpenSCAD - Render: Projector Mount Swivel (sec)",LIB,10.315,8.806,7.532,10.530,9.636,10.371 "OpenSCAD - Render: Leonardo Phone Case Slim (sec)",LIB,21.162,18.300,15.391,21.583,19.328,21.401 "RawTherapee - Total Benchmark Time (sec)",LIB,115.743,114.683,93.081,88.060,81.926,86.238 "Google Draco - Model: Lion (ms)",LIB,7534,5581,4948,6153,5069,6276 "Google Draco - Model: Church Facade (ms)",LIB,13378,8616,7957,9449,7772,9656 "Mobile Neural Network - Model: SqueezeNetV1.0 (ms)",LIB,11.789,9.595,8.138,7.582,9.793,8.865 "Mobile Neural Network - Model: resnet-v2-50 (ms)",LIB,71.249,46.925,43.596,32.784,53.518,41.515 "Mobile Neural Network - Model: MobileNetV2_224 (ms)",LIB,5.935,4.993,4.285,4.489,4.564,4.598 "Mobile Neural Network - Model: inception-v3 (ms)",LIB,89.212,67.382,57.621,39.841,63.099,50.190 "NCNN - Target: CPU - Model: mobilenet (ms)",LIB,35.24,34.52,29.56,29.99,25.75,29.38 "NCNN - Target: CPU - Model: efficientnet-b0 (ms)",LIB,13.79,12.66,10.81,19.93,8.96,10.78 "NCNN - Target: CPU - Model: blazeface (ms)",LIB,3.55,3.04,2.54,4.20,2.39,2.51 "NCNN - Target: CPU - Model: googlenet (ms)",LIB,28.24,25.51,21.81,42.15,19.56,24.50 "NCNN - Target: CPU - Model: vgg16 (ms)",LIB,113.14,70.67,64.03,107.87,70.80,107.70 "NCNN - Target: CPU - Model: resnet18 (ms)",LIB,27.70,22.51,19.46,36.24,19.66,24.05 "NCNN - Target: CPU - Model: alexnet (ms)",LIB,26.56,19.97,16.48,18.51,16.24,17.83 "NCNN - Target: CPU - Model: resnet50 (ms)",LIB,52.01,53.17,46.13,70.02,40.41,48.13 "NCNN - Target: CPU - Model: yolov4-tiny (ms)",LIB,47.34,44.42,38.91,45.21,36.62,44.52 "NCNN - Target: CPU - Model: squeezenet_ssd (ms)",LIB,34.52,37.14,31.21,43.58,26.15,32.17 "NCNN - Target: CPU - Model: regnety_400m (ms)",LIB,21.04,18.63,17.47,32.34,17.21,18.11 "TNN - Target: CPU - Model: MobileNet v2 (ms)",LIB,339.921,341.357,288.796,251.079,327.025,258.279 "TNN - Target: CPU - Model: SqueezeNet v1.1 (ms)",LIB,323.072,329.916,272.120,254.740,301.380,251.705 "Basemark GPU - Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: High (FPS)",HIB,11.36,20.18,31.88,20.12,,25.80 "Basemark GPU - Renderer: Vulkan - Resolution: 1920 x 1080 - Graphics Preset: Medium (FPS)",HIB,59.45,102.78,177.52,86.83,,128.37 "IndigoBench - Acceleration: CPU - Scene: Bedroom (M samples/s)",HIB,0.522,0.467,0.558,0.747,0.844,1.002 "IndigoBench - Acceleration: CPU - Scene: Supercar (M samples/s)",HIB,1.146,1.045,1.270,1.656,1.906,2.120 "Blender - Blend File: BMW27 - Compute: CPU-Only (sec)",LIB,552.22,619.40,500.46,369.92,357.65,299.41 "ONNX Runtime - Model: yolov4 - Device: OpenMP CPU (Inferences/min)",HIB,164,156,188,205,254,197 "ONNX Runtime - Model: bertsquad-10 - Device: OpenMP CPU (Inferences/min)",HIB,238,220,293,366,365,341 "ONNX Runtime - Model: fcn-resnet101-11 - Device: OpenMP CPU (Inferences/min)",HIB,25,24,31,39,39,37 "ONNX Runtime - Model: shufflenet-v2-10 - Device: OpenMP CPU (Inferences/min)",HIB,11562,8218,11078,15419,13093,12179 "ONNX Runtime - Model: super-resolution-10 - Device: OpenMP CPU (Inferences/min)",HIB,1639,1567,2283,3221,2676,3085 "PyBench - Total For Average Test Times (Milliseconds)",LIB,1036,908,853,1004,985,984 "Appleseed - Scene: Disney Material (sec)",LIB,943.400455,906.349669,688.019172,489.287139,530.372063,430.34799 "Selenium - Benchmark: Kraken - Browser: Firefox (ms)",LIB,1292.2,1133.8,896.1,1136.5,1232.6,1136.0 "Selenium - Benchmark: StyleBench - Browser: Firefox (Runs / Minute)",HIB,77.7,88.6,109.7,60.9,91.5,69.0 "Selenium - Benchmark: Jetstream 2 - Browser: Firefox (Score)",HIB,66.538,75.267,92.969,65.907,73.833,71.590 "Selenium - Benchmark: Speedometer - Browser: Firefox (Runs/min)",HIB,87.9,102.2,132.5,75.3,93.04,77.5 "Selenium - Benchmark: StyleBench - Browser: Google Chrome (Runs / Minute)",HIB,30.5,40.3,48.28,36.9,32.7,37.13 "Selenium - Benchmark: Jetstream 2 - Browser: Google Chrome (Score)",HIB,97.864,138.891,162.863,113.084,110.216,124.077 "Selenium - Benchmark: Speedometer - Browser: Google Chrome (Runs/min)",HIB,108,148.5,179,118,112,126 "Selenium - Benchmark: WASM imageConvolute - Browser: Firefox (ms)",LIB,35.9,34.2,27.1,29.1,34.2,28.8 "Selenium - Benchmark: WASM collisionDetection - Browser: Firefox (ms)",LIB,526.7,425.8,344.2,393.0,505.4,388.0 "Selenium - Benchmark: WASM imageConvolute - Browser: Google Chrome (ms)",LIB,48.9809,35.0312,29.0606,31.736,45.8805,30.6945 "Selenium - Benchmark: WASM collisionDetection - Browser: Google Chrome (ms)",LIB,444.0983,351.2725,285.323,307.5957,417.0058,303.3605 "WavPack Audio Encoding - WAV To WavPack (sec)",LIB,15.704,16.379,13.522,13.535,14.677,13.321 "Git - Time To Complete Common Git Commands (sec)",LIB,54.983,55.170,47.292,54.448,49.563,54.092 "Chaos Group V-RAY - Mode: CPU (vsamples)",HIB,2821,2628,3300,4158,4655,5007 "ViennaCL - Test: CPU BLAS - dDOT (GB/s)",HIB,,,,,35.2,28.7 "ViennaCL - Test: CPU BLAS - dGEMV-N (GB/s)",HIB,,,,,36.5,31.1 "ViennaCL - Test: CPU BLAS - dGEMM-NN (GFLOPs/s)",HIB,,,,,17.0,23.7 "ViennaCL - Test: CPU BLAS - dGEMM-NT (GFLOPs/s)",HIB,,,,,17.2,22.5 "ViennaCL - Test: CPU BLAS - dGEMM-TN (GFLOPs/s)",HIB,,,,,16.7,25.0 "ViennaCL - Test: CPU BLAS - dGEMM-TT (GFLOPs/s)",HIB,,,,,16.8,24.4 "ViennaCL - Test: CPU BLAS - dGEMV-T (GB/s)",HIB,,,,,36.3,32.7 "Mobile Neural Network - Model: mobilenet-v1-1.0 (ms)",LIB,,,,,4.733,5.158 "NCNN - Target: CPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,,,,,5.87,8.09 "NCNN - Target: CPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,,,,,5.36,6.63 "NCNN - Target: CPU - Model: shufflenet-v2 (ms)",LIB,,,,,7.91,8.25 "NCNN - Target: CPU - Model: mnasnet (ms)",LIB,,,,,5.63,6.16