Pop OS 21.04

AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Pop 21.04 vs. 20.04. Pop!_OS benchmarking by Michael Larabel.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2107177-IB-POPOS742515
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Audio Encoding 6 Tests
AV1 6 Tests
C++ Boost Tests 3 Tests
CAD 2 Tests
Timed Code Compilation 6 Tests
C/C++ Compiler Tests 19 Tests
CPU Massive 26 Tests
Creator Workloads 72 Tests
Desktop Graphics 2 Tests
Encoding 18 Tests
Game Development 11 Tests
HPC - High Performance Computing 7 Tests
Imaging 16 Tests
Machine Learning 6 Tests
Multi-Core 41 Tests
NVIDIA GPU Compute 7 Tests
OCR 2 Tests
Intel oneAPI 6 Tests
Productivity 4 Tests
Programmer / Developer System Benchmarks 9 Tests
Python 2 Tests
Raytracing 6 Tests
Renderers 16 Tests
Rust Tests 2 Tests
Software Defined Radio 4 Tests
Server 2 Tests
Server CPU Tests 20 Tests
Single-Threaded 13 Tests
Speech 5 Tests
Telephony 6 Tests
Texture Compression 6 Tests
Video Encoding 12 Tests
Vulkan Compute 2 Tests
Common Workstation Benchmarks 4 Tests

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Pop_OS 20.04
July 14 2021
  1 Day, 8 Hours, 47 Minutes
Pop_OS 21.04
July 16 2021
  20 Hours, 25 Minutes
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  1 Day, 2 Hours, 36 Minutes
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Pop OS 21.04 AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Pop 21.04 vs. 20.04. Pop!_OS benchmarking by Michael Larabel. ,,"Pop_OS 20.04","Pop_OS 21.04" Processor,,AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads) Motherboard,,Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS),Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) Chipset,,AMD Starship/Matisse,AMD Starship/Matisse Memory,,126GB,126GB Disk,,Samsung SSD 970 EVO Plus 500GB,Samsung SSD 970 EVO Plus 500GB + 32GB Flash Disk Graphics,,AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz),AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz) Audio,,AMD Navi 10 HDMI Audio,AMD Navi 10 HDMI Audio Monitor,,DELL P2415Q,DELL P2415Q Network,,Intel I211 + Intel Wi-Fi 6 AX200,Intel I211 + Intel Wi-Fi 6 AX200 OS,,Pop 20.04,Pop 21.04 Kernel,,5.11.0-7620-generic (x86_64),5.11.0-7620-generic (x86_64) Desktop,,GNOME Shell 3.36.7,GNOME Shell 3.38.4 Display Server,,X Server 1.20.9,X Server 1.20.9 OpenGL,,4.6 Mesa 21.0.1 (LLVM 11.0.0),4.6 Mesa 21.0.1 (LLVM 11.0.1) Vulkan,,1.2.145,1.2.145 Compiler,,GCC 9.3.0,GCC 10.3.0 File-System,,ext4,ext4 Screen Resolution,,3840x2160,3840x2160 ,,"Pop_OS 20.04","Pop_OS 21.04" "GravityMark - Resolution: 1920 x 1080 - Renderer: OpenGL (FPS)",HIB,85.2,85.3 "GravityMark - Resolution: 1920 x 1080 - Renderer: Vulkan (FPS)",HIB,86.6,86.5 "GravityMark - Resolution: 2560 x 1440 - Renderer: OpenGL (FPS)",HIB,74.0,73.1 "GravityMark - Resolution: 2560 x 1440 - Renderer: Vulkan (FPS)",HIB,75.4,75.7 "GravityMark - Resolution: 3840 x 2160 - Renderer: OpenGL (FPS)",HIB,53.6,53.7 "GravityMark - Resolution: 3840 x 2160 - Renderer: Vulkan (FPS)",HIB,55.8,56.1 "GravityMark - Resolution: 1920 x 1080 - Renderer: OpenGL ES (FPS)",HIB,96.6,82.2 "GravityMark - Resolution: 2560 x 1440 - Renderer: OpenGL ES (FPS)",HIB,83.1,72.0 "GravityMark - Resolution: 3840 x 2160 - Renderer: OpenGL ES (FPS)",HIB,60.1,55.9 "Betsy GPU Compressor - Codec: ETC1 - Quality: Highest (sec)",LIB,6.716,6.463 "Betsy GPU Compressor - Codec: ETC2 RGB - Quality: Highest (sec)",LIB,7.575,7.307 "ET: Legacy - Resolution: 1920 x 1080 (FPS)",HIB,470.9,480.8 "ET: Legacy - Resolution: 2560 x 1440 (FPS)",HIB,469.4,480.5 "ET: Legacy - Resolution: 3840 x 2160 (FPS)",HIB,466.0,476.7 "Tesseract - Resolution: 1920 x 1080 (FPS)",HIB,487.5473,488.0688 "Tesseract - Resolution: 2560 x 1440 (FPS)",HIB,489.2313,487.0932 "Tesseract - Resolution: 3840 x 2160 (FPS)",HIB,357.1991,353.4740 "Unvanquished - Resolution: 1920 x 1080 - Effects Quality: High (FPS)",HIB,294.3,248.5 "ParaView - Test: Many Spheres - Resolution: 1920 x 1080 (Frames / Sec)",HIB,56.96,57.06 "ParaView - Test: Many Spheres - Resolution: 1920 x 1080 (MiPolys / Sec)",HIB,5710.245,5721.236 "ParaView - Test: Many Spheres - Resolution: 3840 x 2160 (Frames / Sec)",HIB,53.84,54.03 "ParaView - Test: Many Spheres - Resolution: 3840 x 2160 (MiPolys / Sec)",HIB,5397.344,5416.697 "ParaView - Test: Wavelet Volume - Resolution: 1920 x 1080 (Frames / Sec)",HIB,354.54,357.33 "ParaView - Test: Wavelet Volume - Resolution: 1920 x 1080 (MiVoxels / Sec)",HIB,5672.666,5717.318 "ParaView - Test: Wavelet Volume - Resolution: 3840 x 2160 (Frames / Sec)",HIB,218.52,222.82 "ParaView - Test: Wavelet Volume - Resolution: 3840 x 2160 (MiVoxels / Sec)",HIB,3496.394,3565.118 "ParaView - Test: Wavelet Contour - Resolution: 1920 x 1080 (Frames / Sec)",HIB,326.08,330.31 "ParaView - Test: Wavelet Contour - Resolution: 1920 x 1080 (MiPolys / Sec)",HIB,3398.164,3442.221 "ParaView - Test: Wavelet Contour - Resolution: 3840 x 2160 (Frames / Sec)",HIB,226.03,231.23 "ParaView - Test: Wavelet Contour - Resolution: 3840 x 2160 (MiPolys / Sec)",HIB,2355.521,2409.667 "C-Blosc - Compressor: blosclz (MB/s)",HIB,24538.2,23027.9 "Etcpak - Configuration: DXT1 (Mpx/s)",HIB,1264.313,1278.932 "Etcpak - Configuration: ETC1 (Mpx/s)",HIB,291.471,301.650 "Etcpak - Configuration: ETC2 (Mpx/s)",HIB,172.875,176.390 "Etcpak - Configuration: ETC1 + Dithering (Mpx/s)",HIB,277.953,277.655 "NAS Parallel Benchmarks - Test / Class: BT.C (Mop/s)",HIB,67929.32,68134.54 "NAS Parallel Benchmarks - Test / Class: CG.C (Mop/s)",HIB,8282.45,8416.12 "NAS Parallel Benchmarks - Test / Class: EP.C (Mop/s)",HIB,4825.79,4924.94 "NAS Parallel Benchmarks - Test / Class: EP.D (Mop/s)",HIB,4967.59,4979.50 "NAS Parallel Benchmarks - Test / Class: FT.C (Mop/s)",HIB,28368.46,28545.47 "NAS Parallel Benchmarks - Test / Class: IS.D (Mop/s)",HIB,1132.81,1139.09 "NAS Parallel Benchmarks - Test / Class: LU.C (Mop/s)",HIB,65164.12,65506.86 "NAS Parallel Benchmarks - Test / Class: MG.C (Mop/s)",HIB,26683.50,26748.89 "NAS Parallel Benchmarks - Test / Class: SP.B (Mop/s)",HIB,46938.83,47693.91 "NAS Parallel Benchmarks - Test / Class: SP.C (Mop/s)",HIB,23049.81,23109.24 "WebP Image Encode - Encode Settings: Default (Encode Time - sec)",LIB,1.494,1.402 "WebP Image Encode - Encode Settings: Quality 100 (Encode Time - sec)",LIB,2.283,2.249 "WebP Image Encode - Encode Settings: Quality 100, Lossless (Encode Time - sec)",LIB,16.318,16.521 "WebP Image Encode - Encode Settings: Quality 100, Highest Compression (Encode Time - sec)",LIB,7.175,7.477 "WebP Image Encode - Encode Settings: Quality 100, Lossless, Highest Compression (Encode Time - sec)",LIB,33.641,34.203 "libgav1 - Video Input: Chimera 1080p (FPS)",HIB,112.69, "libgav1 - Video Input: Summer Nature 4K (FPS)",HIB,50.99, "libgav1 - Video Input: Summer Nature 1080p (FPS)",HIB,144.70, "libgav1 - Video Input: Chimera 1080p 10-bit (FPS)",HIB,43.94, "Renaissance - Test: Scala Dotty (ms)",LIB,834.8,806.7 "Renaissance - Test: Random Forest (ms)",LIB,763.1,836.4 "Renaissance - Test: ALS Movie Lens (ms)",LIB,6928.3,7812.9 "Renaissance - Test: Apache Spark ALS (ms)",LIB,1551.4,1687.5 "Renaissance - Test: Apache Spark Bayes (ms)",LIB,903.0,920.8 "Renaissance - Test: Savina Reactors.IO (ms)",LIB,10039.6,10266.0 "Renaissance - Test: Apache Spark PageRank (ms)",LIB,3718.0,3732.7 "Renaissance - Test: Finagle HTTP Requests (ms)",LIB,3561.9,3579.7 "Renaissance - Test: In-Memory Database Shootout (ms)",LIB,10849.4,5551.9 "Renaissance - Test: Akka Unbalanced Cobwebbed Tree (ms)",LIB,21356.8,20996.1 "Renaissance - Test: Genetic Algorithm Using Jenetics + Futures (ms)",LIB,1802.8,2330.2 "srsRAN - Test: OFDM_Test (Samples / Second)",HIB,124266667,122466667 "srsRAN - Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM (eNb Mb/s)",HIB,350.8,353.5 "srsRAN - Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM (UE Mb/s)",HIB,144.9,145.0 "srsRAN - Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM (eNb Mb/s)",HIB,353.4,353.9 "srsRAN - Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM (UE Mb/s)",HIB,223.7,223.0 "srsRAN - Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM (eNb Mb/s)",HIB,377.9,381.1 "srsRAN - Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM (UE Mb/s)",HIB,155.3,155.0 "srsRAN - Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM (eNb Mb/s)",HIB,380.2,379.4 "srsRAN - Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM (UE Mb/s)",HIB,266.3,266.6 "srsRAN - Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM (eNb Mb/s)",HIB,103.9,102.1 "srsRAN - Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM (UE Mb/s)",HIB,56.6,56.9 "srsRAN - Test: 5G PHY_DL_NR Test 270 PRB SISO 256-QAM (eNb Mb/s)",HIB,113.3,111.1 "srsRAN - Test: 5G PHY_DL_NR Test 270 PRB SISO 256-QAM (UE Mb/s)",HIB,71.2,71.8 "LuaJIT - Test: Composite (Mflops)",HIB,1579.75,1584.01 "LuaJIT - Test: Monte Carlo (Mflops)",HIB,507.35,504.83 "LuaJIT - Test: Fast Fourier Transform (Mflops)",HIB,263.17,265.58 "LuaJIT - Test: Sparse Matrix Multiply (Mflops)",HIB,1253.88,1272.42 "LuaJIT - Test: Dense LU Matrix Factorization (Mflops)",HIB,3820.81,3833.51 "LuaJIT - Test: Jacobi Successive Over-Relaxation (Mflops)",HIB,2053.55,2043.70 "LuaRadio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,747.6,769.0 "LuaRadio - Test: FM Deemphasis Filter (MiB/s)",HIB,418.5,417.3 "LuaRadio - Test: Hilbert Transform (MiB/s)",HIB,103.9,104.5 "LuaRadio - Test: Complex Phase (MiB/s)",HIB,591.2,643.6 "GNU Radio - Test: Five Back to Back FIR Filters (MiB/s)",HIB,446.5,430.9 "GNU Radio - Test: Signal Source (Cosine) (MiB/s)",HIB,3704.8,3724.9 "GNU Radio - Test: FIR Filter (MiB/s)",HIB,670.1,740.0 "GNU Radio - Test: IIR Filter (MiB/s)",HIB,617.1,622.8 "GNU Radio - Test: FM Deemphasis Filter (MiB/s)",HIB,920.0,930.1 "GNU Radio - Test: Hilbert Transform (MiB/s)",HIB,530.3,541.1 "LibRaw - Post-Processing Benchmark (Mpix/sec)",HIB,41.42,39.94 "LuxCoreRender - Scene: DLSC - Acceleration: CPU (M samples/sec)",HIB,8.79,8.58 "LuxCoreRender - Scene: Danish Mood - Acceleration: CPU (M samples/sec)",HIB,6.42,6.69 "LuxCoreRender - Scene: Orange Juice - Acceleration: CPU (M samples/sec)",HIB,13.01,13.07 "LuxCoreRender - Scene: LuxCore Benchmark - Acceleration: CPU (M samples/sec)",HIB,7.13,7.23 "LuxCoreRender - Scene: Rainbow Colors and Prism - Acceleration: CPU (M samples/sec)",HIB,22.95,24.13 "GraphicsMagick - Operation: Swirl (Iterations/min)",HIB,2215,2132 "GraphicsMagick - Operation: Rotate (Iterations/min)",HIB,631,638 "GraphicsMagick - Operation: Sharpen (Iterations/min)",HIB,664,690 "GraphicsMagick - Operation: Enhanced (Iterations/min)",HIB,1025,1053 "GraphicsMagick - Operation: Resizing (Iterations/min)",HIB,763,818 "GraphicsMagick - Operation: Noise-Gaussian (Iterations/min)",HIB,726,740 "GraphicsMagick - Operation: HWB Color Space (Iterations/min)",HIB,1421,1441 "dav1d - Video Input: Chimera 1080p (FPS)",HIB,1094.86,924.58 "dav1d - Video Input: Summer Nature 4K (FPS)",HIB,442.28,390.30 "dav1d - Video Input: Summer Nature 1080p (FPS)",HIB,1213.47,958.08 "dav1d - Video Input: Chimera 1080p 10-bit (FPS)",HIB,787.90,666.22 "OSPray - Demo: San Miguel - Renderer: SciVis (FPS)",HIB,71.43,71.43 "OSPray - Demo: XFrog Forest - Renderer: SciVis (FPS)",HIB,13.58,13.58 "OSPray - Demo: San Miguel - Renderer: Path Tracer (FPS)",HIB,5.62,5.59 "OSPray - Demo: NASA Streamlines - Renderer: SciVis (FPS)",HIB,90.91,90.91 "OSPray - Demo: XFrog Forest - Renderer: Path Tracer (FPS)",HIB,7.16,7.16 "OSPray - Demo: Magnetic Reconnection - Renderer: SciVis (FPS)",HIB,45.45,45.45 "OSPray - Demo: NASA Streamlines - Renderer: Path Tracer (FPS)",HIB,20.41,20 "OSPray - Demo: Magnetic Reconnection - Renderer: Path Tracer (FPS)",HIB,333.33,333.33 "TTSIOD 3D Renderer - Phong Rendering With Soft-Shadow Mapping (FPS)",HIB,955.711,987.417 "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,0.22,0.22 "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,4.94,4.44 "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K (FPS)",HIB,18.00,13.29 "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K (FPS)",HIB,9.55,8.70 "AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K (FPS)",HIB,40.49,38.40 "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K (FPS)",HIB,48.31,48.01 "AOM AV1 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,0.54,0.53 "AOM AV1 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,7.63,6.67 "AOM AV1 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p (FPS)",HIB,26.81,23.62 "AOM AV1 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p (FPS)",HIB,23.57,17.87 "AOM AV1 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p (FPS)",HIB,106.71,93.93 "AOM AV1 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p (FPS)",HIB,120.28,109.22 "Embree - Binary: Pathtracer - Model: Crown (FPS)",HIB,54.6944,54.8633 "Embree - Binary: Pathtracer ISPC - Model: Crown (FPS)",HIB,49.8697,49.9089 "Embree - Binary: Pathtracer - Model: Asian Dragon (FPS)",HIB,44.1501,44.3854 "Embree - Binary: Pathtracer - Model: Asian Dragon Obj (FPS)",HIB,38.5995,38.5768 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon (FPS)",HIB,43.0491,42.8395 "Embree - Binary: Pathtracer ISPC - Model: Asian Dragon Obj (FPS)",HIB,36.9117,36.8208 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Slow (FPS)",HIB,16.71,13.82 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Medium (FPS)",HIB,17.00,13.96 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Slow (FPS)",HIB,69.67,51.35 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Medium (FPS)",HIB,72.15,52.79 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Very Fast (FPS)",HIB,39.30,31.48 "Kvazaar - Video Input: Bosphorus 4K - Video Preset: Ultra Fast (FPS)",HIB,65.21,61.13 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Very Fast (FPS)",HIB,180.05,131.98 "Kvazaar - Video Input: Bosphorus 1080p - Video Preset: Ultra Fast (FPS)",HIB,257.49,250.18 "rav1e - Speed: 1 (FPS)",HIB,0.467,0.463 "rav1e - Speed: 5 (FPS)",HIB,1.351,1.325 "rav1e - Speed: 6 (FPS)",HIB,1.790,1.767 "rav1e - Speed: 10 (FPS)",HIB,3.850,3.844 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 4K (FPS)",HIB,4.900,4.772 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,54.322,51.278 "SVT-AV1 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p (FPS)",HIB,11.025,10.402 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,162.069,133.458 "SVT-HEVC - Tuning: 1 - Input: Bosphorus 1080p (FPS)",HIB,39.69,39.46 "SVT-HEVC - Tuning: 7 - Input: Bosphorus 1080p (FPS)",HIB,329.81,288.72 "SVT-HEVC - Tuning: 10 - Input: Bosphorus 1080p (FPS)",HIB,540.47,465.05 "SVT-VP9 - Tuning: VMAF Optimized - Input: Bosphorus 1080p (FPS)",HIB,361.14,331.40 "SVT-VP9 - Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080p (FPS)",HIB,362.21,328.69 "SVT-VP9 - Tuning: Visual Quality Optimized - Input: Bosphorus 1080p (FPS)",HIB,289.86,259.69 "VP9 libvpx Encoding - Speed: Speed 0 - Input: Bosphorus 4K (FPS)",HIB,6.09,6.20 "VP9 libvpx Encoding - Speed: Speed 5 - Input: Bosphorus 4K (FPS)",HIB,13.00,12.72 "VP9 libvpx Encoding - Speed: Speed 0 - Input: Bosphorus 1080p (FPS)",HIB,12.98,13.62 "VP9 libvpx Encoding - Speed: Speed 5 - Input: Bosphorus 1080p (FPS)",HIB,27.14,28.31 "x264 - H.264 Video Encoding (FPS)",HIB,219.19,190.26 "x265 - Video Input: Bosphorus 4K (FPS)",HIB,27.38,26.36 "x265 - Video Input: Bosphorus 1080p (FPS)",HIB,72.61,48.54 "Intel Open Image Denoise - Run: RT.hdr_alb_nrm.3840x2160 (Images / Sec)",HIB,1.35,1.36 "Intel Open Image Denoise - Run: RT.ldr_alb_nrm.3840x2160 (Images / Sec)",HIB,1.35,1.36 "Intel Open Image Denoise - Run: RTLightmap.hdr.4096x4096 (Images / Sec)",HIB,0.67,0.67 "OpenVKL - Benchmark: vklBenchmark (Items / Sec)",HIB,456,458 "OpenVKL - Benchmark: vklBenchmarkVdbVolume (Items / Sec)",HIB,24920938,23861640 "OpenVKL - Benchmark: vklBenchmarkStructuredVolume (Items / Sec)",HIB,118998667,107633594 "OpenVKL - Benchmark: vklBenchmarkUnstructuredVolume (Items / Sec)",HIB,1892634,1878141 "PJSIP - Method: INVITE (Responses/sec)",HIB,4005,4088 "PJSIP - Method: OPTIONS, Stateful (Responses/sec)",HIB,7489,6852 "PJSIP - Method: OPTIONS, Stateless (Responses/sec)",HIB,41065,42021 "libavif avifenc - Encoder Speed: 0 (sec)",LIB,48.384,47.983 "libavif avifenc - Encoder Speed: 2 (sec)",LIB,25.443,25.546 "libavif avifenc - Encoder Speed: 6 (sec)",LIB,9.484,9.720 "libavif avifenc - Encoder Speed: 10 (sec)",LIB,3.167,3.301 "libavif avifenc - Encoder Speed: 6, Lossless (sec)",LIB,29.225,27.227 "libavif avifenc - Encoder Speed: 10, Lossless (sec)",LIB,5.706,5.844 "Timed FFmpeg Compilation - Time To Compile (sec)",LIB,20.980,17.696 "Timed GDB GNU Debugger Compilation - Time To Compile (sec)",LIB,50.129,40.265 "Timed Godot Game Engine Compilation - Time To Compile (sec)",LIB,53.401,49.878 "Timed Linux Kernel Compilation - Time To Compile (sec)",LIB,26.037,24.044 "Timed Mesa Compilation - Time To Compile (sec)",LIB,19.480,18.163 "C-Ray - Total Time - 4K, 16 Rays Per Pixel (sec)",LIB,10.294,10.477 "POV-Ray - Trace Time (sec)",LIB,9.313,9.467 "Tungsten Renderer - Scene: Hair (sec)",LIB,6.01363,5.62972 "Tungsten Renderer - Scene: Water Caustic (sec)",LIB,18.2906,17.1950 "Tungsten Renderer - Scene: Non-Exponential (sec)",LIB,2.35866,2.02073 "Tungsten Renderer - Scene: Volumetric Caustic (sec)",LIB,3.54030,3.52182 "YafaRay - Total Time For Sample Scene (sec)",LIB,55.288,54.058 "rays1bench - Large Scene (mrays/s)",HIB,301.63,301.52 "oneDNN - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU (ms)",LIB,1.28801,1.29016 "oneDNN - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU (ms)",LIB,6.32915,6.01640 "oneDNN - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1.45180,1.47205 "oneDNN - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.998982,1.02617 "oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU (ms)",LIB,0.947868,0.902460 "oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU (ms)",LIB,6.77481,7.39013 "oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU (ms)",LIB,2.13502,2.06649 "oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,6.53725,6.47045 "oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.903194,0.891667 "oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.963513,0.964733 "oneDNN - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU (ms)",LIB,3740.16,3694.73 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU (ms)",LIB,746.097,739.796 "oneDNN - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,3749.46,3699.43 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,745.003,738.470 "oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU (ms)",LIB,0.440750,0.425879 "oneDNN - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,3756.27,3691.73 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,746.631,738.179 "oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.670480,0.75259 "AOBench - Size: 2048 x 2048 - Total Time (sec)",LIB,32.675,31.151 "Timed Wasmer Compilation - Time To Compile (sec)",LIB,57.453,36.893 "dcraw - RAW To PPM Image Conversion (sec)",LIB,41.080,41.453 "DeepSpeech - Acceleration: CPU (sec)",LIB,74.08353,77.93686 "Monkey Audio Encoding - WAV To APE (sec)",LIB,11.768,11.621 "FLAC Audio Encoding - WAV To FLAC (sec)",LIB,7.846,7.892 "LAME MP3 Encoding - WAV To MP3 (sec)",LIB,7.323,7.467 "Ogg Audio Encoding - WAV To Ogg (sec)",LIB,19.131,19.507 "Opus Codec Encoding - WAV To Opus Encode (sec)",LIB,7.390,7.331 "eSpeak-NG Speech Engine - Text-To-Speech Synthesis (sec)",LIB,28.233,28.478 "Montage Astronomical Image Mosaic Engine - Mosaic of M17, K band, 1.5 deg x 1.5 deg (sec)",LIB,75.195, "Ngspice - Circuit: C2670 (sec)",LIB,128.684,136.776 "Ngspice - Circuit: C7552 (sec)",LIB,102.891,107.046 "Radiance Benchmark - Test: Serial (sec)",LIB,569.836,574.355 "Radiance Benchmark - Test: SMP Parallel (sec)",LIB,177.168,173.666 "RNNoise - (sec)",LIB,18.769,18.556 "Tachyon - Total Time (sec)",LIB,17.0700,18.1192 "VOSK Speech Recognition Toolkit - (sec)",LIB,18.622,18.550 "WebP2 Image Encode - Encode Settings: Default (sec)",LIB,2.725,2.631 "WebP2 Image Encode - Encode Settings: Quality 75, Compression Effort 7 (sec)",LIB,115.398,113.689 "WebP2 Image Encode - Encode Settings: Quality 95, Compression Effort 7 (sec)",LIB,214.155,213.909 "WebP2 Image Encode - Encode Settings: Quality 100, Compression Effort 5 (sec)",LIB,6.620,6.187 "WebP2 Image Encode - Encode Settings: Quality 100, Lossless Compression (sec)",LIB,392.655,379.980 "Google SynthMark - Test: VoiceMark_100 (Voices)",HIB,801.113,820.531 "Liquid-DSP - Threads: 16 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,998603333,996436667 "Liquid-DSP - Threads: 32 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,1820066667,1829766667 "Liquid-DSP - Threads: 64 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,2894800000,2914233333 "Liquid-DSP - Threads: 128 - Buffer Length: 256 - Filter Length: 57 (samples/s)",HIB,3106400000,3096233333 "libjpeg-turbo tjbench - Test: Decompression Throughput (Megapixels/sec)",HIB,211.513731,212.206487 "ASTC Encoder - Preset: Medium (sec)",LIB,4.0158,4.0310 "ASTC Encoder - Preset: Thorough (sec)",LIB,6.1333,6.1527 "ASTC Encoder - Preset: Exhaustive (sec)",LIB,15.0411,14.8979 "Basis Universal - Settings: ETC1S (sec)",LIB,23.946,23.897 "Basis Universal - Settings: UASTC Level 0 (sec)",LIB,6.306,6.401 "Basis Universal - Settings: UASTC Level 2 (sec)",LIB,10.304,10.464 "Basis Universal - Settings: UASTC Level 3 (sec)",LIB,14.797,14.853 "KTX-Software toktx - Settings: UASTC 3 (sec)",LIB,4.190,4.247 "KTX-Software toktx - Settings: Zstd Compression 9 (sec)",LIB,2.494,2.506 "KTX-Software toktx - Settings: Zstd Compression 19 (sec)",LIB,21.668,21.598 "KTX-Software toktx - Settings: UASTC 3 + Zstd Compression 19 (sec)",LIB,11.224,11.247 "KTX-Software toktx - Settings: UASTC 4 + Zstd Compression 19 (sec)",LIB,62.463,62.447 "Darktable - Test: Boat - Acceleration: CPU-only (sec)",LIB,5.492, "Darktable - Test: Masskrug - Acceleration: CPU-only (sec)",LIB,2.887, "Darktable - Test: Server Rack - Acceleration: CPU-only (sec)",LIB,0.088, "Darktable - Test: Server Room - Acceleration: CPU-only (sec)",LIB,2.250, "GEGL - Operation: Crop (sec)",LIB,7.588,7.352 "GEGL - Operation: Scale (sec)",LIB,5.475,5.562 "GEGL - Operation: Cartoon (sec)",LIB,93.143,88.543 "GEGL - Operation: Reflect (sec)",LIB,30.087,28.085 "GEGL - Operation: Antialias (sec)",LIB,39.436,36.314 "GEGL - Operation: Tile Glass (sec)",LIB,31.465,29.304 "GEGL - Operation: Wavelet Blur (sec)",LIB,63.100,55.316 "GEGL - Operation: Color Enhance (sec)",LIB,56.581,51.479 "GEGL - Operation: Rotate 90 Degrees (sec)",LIB,38.659,36.996 "GIMP - Test: resize (sec)",LIB,7.280, "GIMP - Test: rotate (sec)",LIB,11.336, "GIMP - Test: auto-levels (sec)",LIB,14.010, "GIMP - Test: unsharp-mask (sec)",LIB,17.316, "G'MIC - Test: Plotting Isosurface Of A 3D Volume, 1000 Times (sec)",LIB,19.050,13.702 "G'MIC - Test: 3D Elevated Function In Random Colors, 100 Times (sec)",LIB,85.076,85.144 "Hugin - Panorama Photo Assistant + Stitching Time (sec)",LIB,45.063,44.521 "Inkscape - Operation: SVG Files To PNG (sec)",LIB,26.456, "OCRMyPDF - Processing 60 Page PDF Document (sec)",LIB,15.100, "OpenSCAD - Render: Pistol (sec)",LIB,117.224,108.238 "OpenSCAD - Render: Mini-ITX Case (sec)",LIB,49.814,49.189 "OpenSCAD - Render: Leonardo Phone Case Slim (sec)",LIB,19.931,19.545 "RawTherapee - Total Benchmark Time (sec)",LIB,47.881,47.905 "librsvg - Operation: SVG Files To PNG (sec)",LIB,27.990,21.868 "Google Draco - Model: Lion (ms)",LIB,5608,5605 "Google Draco - Model: Church Facade (ms)",LIB,8914,8908 "Mobile Neural Network - Model: mobilenetV3 (ms)",LIB,2.999,2.859 "Mobile Neural Network - Model: squeezenetv1.1 (ms)",LIB,5.411,5.263 "Mobile Neural Network - Model: resnet-v2-50 (ms)",LIB,32.796,27.045 "Mobile Neural Network - Model: SqueezeNetV1.0 (ms)",LIB,7.434,7.473 "Mobile Neural Network - Model: MobileNetV2_224 (ms)",LIB,5.368,5.455 "Mobile Neural Network - Model: mobilenet-v1-1.0 (ms)",LIB,4.138,4.488 "Mobile Neural Network - Model: inception-v3 (ms)",LIB,30.707,30.176 "NCNN - Target: CPU - Model: mobilenet (ms)",LIB,31.09,31.14 "NCNN - Target: CPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,15.84,15.81 "NCNN - Target: CPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,14.57,14.76 "NCNN - Target: CPU - Model: shufflenet-v2 (ms)",LIB,15.04,15.25 "NCNN - Target: CPU - Model: mnasnet (ms)",LIB,15.04,14.68 "NCNN - Target: CPU - Model: efficientnet-b0 (ms)",LIB,19.32,19.42 "NCNN - Target: CPU - Model: blazeface (ms)",LIB,6.71,6.71 "NCNN - Target: CPU - Model: googlenet (ms)",LIB,30.77,30.62 "NCNN - Target: CPU - Model: vgg16 (ms)",LIB,56.74,56.80 "NCNN - Target: CPU - Model: resnet18 (ms)",LIB,22.18,21.85 "NCNN - Target: CPU - Model: alexnet (ms)",LIB,16.55,14.66 "NCNN - Target: CPU - Model: resnet50 (ms)",LIB,42.16,43.71 "NCNN - Target: CPU - Model: yolov4-tiny (ms)",LIB,40.55,40.06 "NCNN - Target: CPU - Model: squeezenet_ssd (ms)",LIB,31.24,31.01 "NCNN - Target: CPU - Model: regnety_400m (ms)",LIB,45.94,47.74 "TNN - Target: CPU - Model: DenseNet (ms)",LIB,2955.322,2786.563 "TNN - Target: CPU - Model: MobileNet v2 (ms)",LIB,284.880,281.201 "TNN - Target: CPU - Model: SqueezeNet v2 (ms)",LIB,68.275,68.707 "TNN - Target: CPU - Model: SqueezeNet v1.1 (ms)",LIB,247.428,242.343 "IndigoBench - Acceleration: CPU - Scene: Bedroom (M samples/s)",HIB,10.460,10.478 "IndigoBench - Acceleration: CPU - Scene: Supercar (M samples/s)",HIB,22.582,22.543 "Facebook RocksDB - Test: Random Fill (Op/s)",HIB,564116,442301 "Facebook RocksDB - Test: Random Read (Op/s)",HIB,247139141,254600246 "Facebook RocksDB - Test: Update Random (Op/s)",HIB,521636,451084 "Facebook RocksDB - Test: Sequential Fill (Op/s)",HIB,573409,443297 "Facebook RocksDB - Test: Random Fill Sync (Op/s)",HIB,22928,23431 "Facebook RocksDB - Test: Read While Writing (Op/s)",HIB,8996262,8893382 "Facebook RocksDB - Test: Read Random Write Random (Op/s)",HIB,3355706,3502044 "Blender - Blend File: BMW27 - Compute: CPU-Only (sec)",LIB,32.26,32.76 "Blender - Blend File: Classroom - Compute: CPU-Only (sec)",LIB,83.71,84.16 "Blender - Blend File: Fishy Cat - Compute: CPU-Only (sec)",LIB,45.97,45.87 "Blender - Blend File: Barbershop - Compute: CPU-Only (sec)",LIB,121.24,121.19 "Blender - Blend File: Pabellon Barcelona - Compute: CPU-Only (sec)",LIB,96.75,97.38 "PyBench - Total For Average Test Times (Milliseconds)",LIB,957,963 "PyPerformance - Benchmark: go (Milliseconds)",LIB,236,230 "PyPerformance - Benchmark: 2to3 (Milliseconds)",LIB,305,296 "PyPerformance - Benchmark: chaos (Milliseconds)",LIB,105,106 "PyPerformance - Benchmark: float (Milliseconds)",LIB,114,109 "PyPerformance - Benchmark: nbody (Milliseconds)",LIB,105,148 "PyPerformance - Benchmark: pathlib (Milliseconds)",LIB,16.2,15.8 "PyPerformance - Benchmark: raytrace (Milliseconds)",LIB,448,446 "PyPerformance - Benchmark: json_loads (Milliseconds)",LIB,23.4,23.5 "PyPerformance - Benchmark: crypto_pyaes (Milliseconds)",LIB,102,104 "PyPerformance - Benchmark: regex_compile (Milliseconds)",LIB,164,157 "PyPerformance - Benchmark: python_startup (Milliseconds)",LIB,8.03,6.85 "PyPerformance - Benchmark: django_template (Milliseconds)",LIB,47.9,42.6 "PyPerformance - Benchmark: pickle_pure_python (Milliseconds)",LIB,442,409 "NeatBench - Acceleration: All (FPS)",HIB,37.5,37.8 "NeatBench - Acceleration: CPU (FPS)",HIB,37.1,37.5 "Natron - Input: Spaceship (FPS)",HIB,2.9,3.1 "Appleseed - Scene: Emily (sec)",LIB,130.71841,131.00902 "Appleseed - Scene: Disney Material (sec)",LIB,55.77304,56.775052 "Appleseed - Scene: Material Tester (sec)",LIB,149.869341,146.662234 "PHPBench - PHP Benchmark Suite (Score)",HIB,662330,662739 "WavPack Audio Encoding - WAV To WavPack (sec)",LIB,12.843,12.845 "Tesseract OCR - Time To OCR 7 Images (sec)",LIB,24.849,24.498 "BRL-CAD - VGR Performance Metric (VGR Performance Metric)",HIB,790257,799167 "Chaos Group V-RAY - Mode: CPU (vsamples)",HIB,54771,54478 "GIMP - Test: resize (sec)",LIB,,8.168 "GIMP - Test: rotate (sec)",LIB,,11.217 "GIMP - Test: auto-levels (sec)",LIB,,14.160 "GIMP - Test: unsharp-mask (sec)",LIB,,18.529 "OCRMyPDF - Processing 60 Page PDF Document (sec)",LIB,,12.722