UM773 Lite

AMD Ryzen 7 7735HS testing with a Shenzhen Meigao Electronic Equipment F7BFD (1.15 BIOS) and AMD Rembrandt 2GB on Ubuntu 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 2402107-NE-UM773LITE00
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  Duration
AMD Rembrandt - AMD Ryzen 7 7735HS
February 10
  14 Hours, 39 Minutes
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UM773 LiteOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 7 7735HS @ 4.83GHz (8 Cores / 16 Threads)Shenzhen Meigao Electronic Equipment F7BFD (1.15 BIOS)AMD Device 14b514GB1000GB KIOXIA-EXCERIA PRO SSDAMD Rembrandt 2GB (2200/2400MHz)AMD Device 1640DIOS-LDH241DIntel I225-V + MEDIATEK Device 0608Ubuntu 22.046.5.0-17-generic (x86_64)GNOME Shell 42.9X Server 1.21.1.44.6 Mesa 23.3.0-devel (LLVM 17.0.4 DRM 3.56)OpenCL 1.1 Mesa 23.0.4-0ubuntu1~22.04.1 + OpenCL 2.1 AMD-APP (3602.0)1.3.267GCC 11.4.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionUM773 Lite BenchmarksSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-XeT9lY/gcc-11-11.4.0/debian/tmp-gcn/usr --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: amd-pstate-epp powersave (EPP: balance_performance) - CPU Microcode: 0xa404105 - GLAMOR - BAR1 / Visible vRAM Size: 2048 MB - vBIOS Version: 113-REMBRANDT-X37- Python 3.10.12- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Mitigation of safe RET + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

UM773 Litepytorch: CPU - 1 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 16 - ResNet-50pytorch: CPU - 32 - ResNet-50pytorch: CPU - 64 - ResNet-50pytorch: CPU - 16 - ResNet-152pytorch: CPU - 256 - ResNet-50pytorch: CPU - 32 - ResNet-152pytorch: CPU - 512 - ResNet-50pytorch: CPU - 64 - ResNet-152pytorch: CPU - 256 - ResNet-152pytorch: CPU - 512 - ResNet-152pytorch: CPU - 1 - Efficientnet_v2_lpytorch: CPU - 16 - Efficientnet_v2_lpytorch: CPU - 32 - Efficientnet_v2_lpytorch: CPU - 64 - Efficientnet_v2_lpytorch: CPU - 256 - Efficientnet_v2_lpytorch: CPU - 512 - Efficientnet_v2_lopenssl: SHA256openssl: SHA512openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305openssl: SHA256openssl: SHA512openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305ffmpeg: libx264 - Liveffmpeg: libx265 - Liveffmpeg: libx264 - Uploadffmpeg: libx265 - Uploadffmpeg: libx264 - Platformffmpeg: libx265 - Platformffmpeg: libx264 - Video On Demandffmpeg: libx265 - Video On Demandlibgav1: Chimera 1080plibgav1: Summer Nature 4Klibgav1: Summer Nature 1080plibgav1: Chimera 1080p 10-bitdav1d: Chimera 1080pdav1d: Summer Nature 4Kdav1d: Summer Nature 1080pdav1d: Chimera 1080p 10-bitopenvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUparaview: Many Spheres - 1920 x 1080paraview: Wavelet Volume - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080gravitymark: 1920 x 1080 - OpenGLgravitymark: 1920 x 1080 - Vulkangravitymark: 1920 x 1080 - OpenGL ESgravitymark: 1920 x 1080 - Vulkan Ray-Tracingunigine-super: 1920 x 1080 - Fullscreen - High - OpenGLunigine-valley: 1920 x 1080 - Fullscreen - OpenGLsvt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080paom-av1: Speed 0 Two-Pass - Bosphorus 4Kaom-av1: Speed 4 Two-Pass - Bosphorus 4Kaom-av1: Speed 6 Realtime - Bosphorus 4Kaom-av1: Speed 6 Two-Pass - Bosphorus 4Kaom-av1: Speed 8 Realtime - Bosphorus 4Kaom-av1: Speed 9 Realtime - Bosphorus 4Kaom-av1: Speed 10 Realtime - Bosphorus 4Kaom-av1: Speed 11 Realtime - Bosphorus 4Kaom-av1: Speed 0 Two-Pass - Bosphorus 1080paom-av1: Speed 4 Two-Pass - Bosphorus 1080paom-av1: Speed 6 Realtime - Bosphorus 1080paom-av1: Speed 6 Two-Pass - Bosphorus 1080paom-av1: Speed 8 Realtime - Bosphorus 1080paom-av1: Speed 9 Realtime - Bosphorus 1080paom-av1: Speed 10 Realtime - Bosphorus 1080paom-av1: Speed 11 Realtime - Bosphorus 1080pkvazaar: Bosphorus 4K - Slowkvazaar: Bosphorus 4K - Mediumkvazaar: Bosphorus 1080p - Slowkvazaar: Bosphorus 1080p - Mediumkvazaar: Bosphorus 4K - Very Fastkvazaar: Bosphorus 4K - Super Fastkvazaar: Bosphorus 4K - Ultra Fastkvazaar: Bosphorus 1080p - Very Fastkvazaar: Bosphorus 1080p - Super Fastkvazaar: Bosphorus 1080p - Ultra Fastrav1e: 1rav1e: 5rav1e: 6rav1e: 10svt-av1: Preset 4 - Bosphorus 4Ksvt-av1: Preset 8 - Bosphorus 4Ksvt-av1: Preset 12 - Bosphorus 4Ksvt-av1: Preset 13 - Bosphorus 4Ksvt-av1: Preset 4 - Bosphorus 1080psvt-av1: Preset 8 - Bosphorus 1080psvt-av1: Preset 12 - Bosphorus 1080psvt-av1: Preset 13 - Bosphorus 1080psvt-hevc: 1 - Bosphorus 4Ksvt-hevc: 7 - Bosphorus 4Ksvt-hevc: 10 - Bosphorus 4Ksvt-hevc: 1 - Bosphorus 1080psvt-hevc: 7 - Bosphorus 1080psvt-hevc: 10 - Bosphorus 1080psvt-vp9: VMAF Optimized - Bosphorus 4Ksvt-vp9: VMAF Optimized - Bosphorus 1080psvt-vp9: PSNR/SSIM Optimized - Bosphorus 4Ksvt-vp9: PSNR/SSIM Optimized - Bosphorus 1080psvt-vp9: Visual Quality Optimized - Bosphorus 4Ksvt-vp9: Visual Quality Optimized - Bosphorus 1080puvg266: Bosphorus 4K - Slowuvg266: Bosphorus 4K - Mediumuvg266: Bosphorus 1080p - Slowuvg266: Bosphorus 1080p - Mediumuvg266: Bosphorus 4K - Very Fastuvg266: Bosphorus 4K - Super Fastuvg266: Bosphorus 4K - Ultra Fastuvg266: Bosphorus 1080p - Very Fastuvg266: Bosphorus 1080p - Super Fastuvg266: Bosphorus 1080p - Ultra Fastvpxenc: Speed 0 - Bosphorus 4Kvpxenc: Speed 5 - Bosphorus 4Kvpxenc: Speed 0 - Bosphorus 1080pvpxenc: Speed 5 - Bosphorus 1080pvvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fasterx264: Bosphorus 4Kx264: Bosphorus 1080px265: Bosphorus 4Kx265: Bosphorus 1080pcompress-lz4: 1 - Compression Speedcompress-lz4: 1 - Decompression Speedcompress-lz4: 3 - Compression Speedcompress-lz4: 3 - Decompression Speedcompress-lz4: 9 - Compression Speedcompress-lz4: 9 - Decompression Speedparaview: Many Spheres - 1920 x 1080paraview: Wavelet Contour - 1920 x 1080compress-7zip: Compression Ratingcompress-7zip: Decompression Ratingparaview: Wavelet Volume - 1920 x 1080glmark2: 1920 x 1080openssl: RSA4096openssl: RSA4096openssl: RSA4096openssl: RSA4096openvino: Face Detection FP16 - CPUopenvino: Person Detection FP16 - CPUopenvino: Person Detection FP32 - CPUopenvino: Vehicle Detection FP16 - CPUopenvino: Face Detection FP16-INT8 - CPUopenvino: Face Detection Retail FP16 - CPUopenvino: Road Segmentation ADAS FP16 - CPUopenvino: Vehicle Detection FP16-INT8 - CPUopenvino: Weld Porosity Detection FP16 - CPUopenvino: Face Detection Retail FP16-INT8 - CPUopenvino: Road Segmentation ADAS FP16-INT8 - CPUopenvino: Machine Translation EN To DE FP16 - CPUopenvino: Weld Porosity Detection FP16-INT8 - CPUopenvino: Person Vehicle Bike Detection FP16 - CPUopenvino: Handwritten English Recognition FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Handwritten English Recognition FP16-INT8 - CPUopenvino: Age Gender Recognition Retail 0013 FP16-INT8 - CPUwaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesavifenc: 0avifenc: 2avifenc: 6avifenc: 6, Losslessavifenc: 10, Losslessbuild-godot: Time To Compilebuild-linux-kernel: defconfigbuild-linux-kernel: allmodconfiggimp: resizegimp: rotategimp: auto-levelsgimp: unsharp-maskAMD Rembrandt - AMD Ryzen 7 7735HS42.5917.5524.3623.9223.9310.6824.0010.6023.6810.6210.6010.6710.387.057.117.157.127.131248601548341426751003716159797340561291083373509519572514300054312343800610405361427337164384710406228100003722565595725130442113218.58117.8914.5522.1954.2444.7954.1944.66234.5979.89291.5268.14576.67197.91774.24446.802.3422.6322.06150.574.89539.3039.09290.85223.07999.17128.2427.47480.66330.5470.126718.6578.2912805.9725.01207.49107.4733.932.332.121.623.155.99763.33626.28012.47181.9280.195.6755.5112.0356.0465.3866.7468.070.5814.17158.2542.77155.67173.97174.71172.268.048.1843.5745.0420.3725.3034.0187.50110.92146.410.8193.6334.86412.2743.33425.76679.44578.79612.39681.378320.597392.1411.9437.9170.197.85120.41234.4746.48156.2249.46162.5140.25130.464.845.4227.1530.4016.4116.9720.3476.2380.1394.327.1416.6615.0434.343.7747.57212.37126.58627.31116.4112.7758.95824.975091.3133.884716.545.594997.42507.1951119.99965788678273319.79464872366.12373.3151736.7151867.31701.93176.69181.2626.53816.277.40102.2513.7417.914.0031.16145.5316.6312.08114.021.17102.210.622.33611.970163.96874.9967.94911.9776.301456.315116.7481555.86716.50116.11916.47918.400OpenBenchmarking.org

ProjectPhysX OpenCL-Benchmark

ProjectPhysX OpenCL-Benchmark provides various OpenCL compute and memory bandwidth micro-benchmarks Learn more via the OpenBenchmarking.org test page.

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status. E: | Warning: fatal error: cannot open file |

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-50AMD Rembrandt - AMD Ryzen 7 7735HS1020304050SE +/- 0.25, N = 342.59MIN: 39.47 / MAX: 44.56

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: ResNet-152AMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.06, N = 317.55MIN: 13.59 / MAX: 18.68

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-50AMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.14, N = 324.36MIN: 22.4 / MAX: 25.53

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-50AMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.08, N = 323.92MIN: 18.5 / MAX: 25.51

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-50AMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.24, N = 1523.93MIN: 15.85 / MAX: 26.48

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: ResNet-152AMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.04, N = 310.68MIN: 9.18 / MAX: 11.48

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 256 - Model: ResNet-50AMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.18, N = 1524.00MIN: 17.55 / MAX: 26.72

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: ResNet-152AMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.05, N = 310.60MIN: 10.18 / MAX: 11.22

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 512 - Model: ResNet-50AMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.34, N = 323.68MIN: 21.74 / MAX: 24.91

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: ResNet-152AMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.09, N = 310.62MIN: 10.23 / MAX: 11.14

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 256 - Model: ResNet-152AMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.02, N = 310.60MIN: 9.15 / MAX: 11.16

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 512 - Model: ResNet-152AMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.05, N = 310.67MIN: 8.97 / MAX: 11.29

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.05, N = 310.38MIN: 9.74 / MAX: 10.93

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_lAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.09, N = 37.05MIN: 6.55 / MAX: 7.53

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_lAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.02, N = 37.11MIN: 6.98 / MAX: 7.42

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.04, N = 37.15MIN: 6.95 / MAX: 7.53

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 256 - Model: Efficientnet_v2_lAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.02, N = 37.12MIN: 6.54 / MAX: 7.5

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: CPU - Batch Size: 512 - Model: Efficientnet_v2_lAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.03, N = 37.13MIN: 6.88 / MAX: 7.48

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA256AMD Rembrandt - AMD Ryzen 7 7735HS3000M6000M9000M12000M15000MSE +/- 12100839.25, N = 3124860154831. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: SHA512AMD Rembrandt - AMD Ryzen 7 7735HS900M1800M2700M3600M4500MSE +/- 1883709.95, N = 341426751001. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20AMD Rembrandt - AMD Ryzen 7 7735HS8000M16000M24000M32000M40000MSE +/- 13323894.00, N = 3371615979731. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-128-GCMAMD Rembrandt - AMD Ryzen 7 7735HS9000M18000M27000M36000M45000MSE +/- 41632631.26, N = 3405612910831. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: AES-256-GCMAMD Rembrandt - AMD Ryzen 7 7735HS8000M16000M24000M32000M40000MSE +/- 25128807.52, N = 3373509519571. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSL 3.1Algorithm: ChaCha20-Poly1305AMD Rembrandt - AMD Ryzen 7 7735HS5000M10000M15000M20000M25000MSE +/- 28176082.43, N = 3251430005431. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA256AMD Rembrandt - AMD Ryzen 7 7735HS3000M6000M9000M12000M15000MSE +/- 33649187.04, N = 3123438006101. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA512AMD Rembrandt - AMD Ryzen 7 7735HS900M1800M2700M3600M4500MSE +/- 14402317.17, N = 340536142731. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20AMD Rembrandt - AMD Ryzen 7 7735HS8000M16000M24000M32000M40000MSE +/- 40099388.76, N = 3371643847101. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-128-GCMAMD Rembrandt - AMD Ryzen 7 7735HS9000M18000M27000M36000M45000MSE +/- 38051158.05, N = 3406228100001. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-256-GCMAMD Rembrandt - AMD Ryzen 7 7735HS8000M16000M24000M32000M40000MSE +/- 56641278.89, N = 3372256559571. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20-Poly1305AMD Rembrandt - AMD Ryzen 7 7735HS5000M10000M15000M20000M25000MSE +/- 24512306.89, N = 3251304421131. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

FFmpeg

This is a benchmark of the FFmpeg multimedia framework. The FFmpeg test profile is making use of a modified version of vbench from Columbia University's Architecture and Design Lab (ARCADE) [http://arcade.cs.columbia.edu/vbench/] that is a benchmark for video-as-a-service workloads. The test profile offers the options of a range of vbench scenarios based on freely distributable video content and offers the options of using the x264 or x265 video encoders for transcoding. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx264 - Scenario: LiveAMD Rembrandt - AMD Ryzen 7 7735HS50100150200250SE +/- 0.66, N = 3218.581. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: LiveAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.09, N = 3117.891. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx264 - Scenario: UploadAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.01, N = 314.551. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: UploadAMD Rembrandt - AMD Ryzen 7 7735HS510152025SE +/- 0.01, N = 322.191. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx264 - Scenario: PlatformAMD Rembrandt - AMD Ryzen 7 7735HS1224364860SE +/- 0.03, N = 354.241. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: PlatformAMD Rembrandt - AMD Ryzen 7 7735HS1020304050SE +/- 0.11, N = 344.791. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx264 - Scenario: Video On DemandAMD Rembrandt - AMD Ryzen 7 7735HS1224364860SE +/- 0.14, N = 354.191. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFPS, More Is BetterFFmpeg 6.1Encoder: libx265 - Scenario: Video On DemandAMD Rembrandt - AMD Ryzen 7 7735HS1020304050SE +/- 0.10, N = 344.661. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

libgav1

Libgav1 is an AV1 decoder developed by Google for AV1 profile 0/1 compliance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Chimera 1080pAMD Rembrandt - AMD Ryzen 7 7735HS50100150200250SE +/- 0.57, N = 3234.591. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Summer Nature 4KAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.15, N = 379.891. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Summer Nature 1080pAMD Rembrandt - AMD Ryzen 7 7735HS60120180240300SE +/- 1.21, N = 3291.521. (CXX) g++ options: -O3 -lrt

OpenBenchmarking.orgFPS, More Is Betterlibgav1 0.17Video Input: Chimera 1080p 10-bitAMD Rembrandt - AMD Ryzen 7 7735HS1530456075SE +/- 0.13, N = 368.141. (CXX) g++ options: -O3 -lrt

dav1d

Dav1d is an open-source, speedy AV1 video decoder supporting modern SIMD CPU features. This test profile times how long it takes to decode sample AV1 video content. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Chimera 1080pAMD Rembrandt - AMD Ryzen 7 7735HS120240360480600SE +/- 5.24, N = 3576.671. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Summer Nature 4KAMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 0.70, N = 3197.911. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Summer Nature 1080pAMD Rembrandt - AMD Ryzen 7 7735HS170340510680850SE +/- 5.05, N = 3774.241. (CC) gcc options: -pthread

OpenBenchmarking.orgFPS, More Is Betterdav1d 1.2.1Video Input: Chimera 1080p 10-bitAMD Rembrandt - AMD Ryzen 7 7735HS100200300400500SE +/- 1.95, N = 3446.801. (CC) gcc options: -pthread

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS0.52651.0531.57952.1062.6325SE +/- 0.02, N = 72.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS510152025SE +/- 0.11, N = 322.631. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS510152025SE +/- 0.14, N = 322.061. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.32, N = 3150.571. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS1.10032.20063.30094.40125.5015SE +/- 0.02, N = 34.891. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS120240360480600SE +/- 4.16, N = 10539.301. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS918273645SE +/- 0.04, N = 339.091. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS60120180240300SE +/- 1.03, N = 3290.851. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS50100150200250SE +/- 1.24, N = 3223.071. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS2004006008001000SE +/- 6.84, N = 3999.171. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.81, N = 3128.241. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.20, N = 327.471. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS100200300400500SE +/- 2.77, N = 3480.661. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS70140210280350SE +/- 1.63, N = 3330.541. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS1632486480SE +/- 0.43, N = 370.121. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS14002800420056007000SE +/- 11.05, N = 36718.651. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.67, N = 1578.291. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS3K6K9K12K15KSE +/- 96.82, N = 312805.971. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

ParaView

This test runs ParaView benchmarks: an open-source data analytics and visualization application. Paraview describes itself as "an open-source, multi-platform data analysis and visualization application. ParaView users can quickly build visualizations to analyze their data using qualitative and quantitative techniques." Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Many Spheres - Resolution: 1920 x 1080AMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.01, N = 325.01

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Volume - Resolution: 1920 x 1080AMD Rembrandt - AMD Ryzen 7 7735HS50100150200250SE +/- 2.27, N = 15207.49

OpenBenchmarking.orgFrames / Sec, More Is BetterParaView 5.10.1Test: Wavelet Contour - Resolution: 1920 x 1080AMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.33, N = 3107.47

GravityMark

GravityMark is a cross-API, cross-platform GPU accelerated benchmark developed by Tellusim. GravityMark aims to exploit the performance of modern GPUs and render hundreds of thousands of objects in real-time all using GPU acceleration. GravityMark supports a variety of graphics rendering APIs and optionally supports accelerated ray-tracing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: OpenGLAMD Rembrandt - AMD Ryzen 7 7735HS816243240SE +/- 0.03, N = 333.9

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: VulkanAMD Rembrandt - AMD Ryzen 7 7735HS816243240SE +/- 0.03, N = 332.3

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: OpenGL ESAMD Rembrandt - AMD Ryzen 7 7735HS714212835SE +/- 0.23, N = 332.1

OpenBenchmarking.orgFrames Per Second, More Is BetterGravityMark 1.82Resolution: 1920 x 1080 - Renderer: Vulkan Ray-TracingAMD Rembrandt - AMD Ryzen 7 7735HS510152025SE +/- 0.21, N = 621.6

Unigine Superposition

This test calculates the average frame-rate within the Superposition demo for the Unigine engine, released in 2017. This engine is extremely demanding on the system's graphics card. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Superposition 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Quality: High - Renderer: OpenGLAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.00, N = 323.1MAX: 28.1

Unigine Valley

This test calculates the average frame-rate within the Valley demo for the Unigine engine, released in February 2013. This engine is extremely demanding on the system's graphics card. Unigine Valley relies upon an OpenGL 3 core profile context. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterUnigine Valley 1.0Resolution: 1920 x 1080 - Mode: Fullscreen - Renderer: OpenGLAMD Rembrandt - AMD Ryzen 7 7735HS1326395265SE +/- 0.42, N = 356.00

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 GitEncoder Mode: Preset 4 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS0.75061.50122.25183.00243.753SE +/- 0.016, N = 33.3361. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 GitEncoder Mode: Preset 8 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.19, N = 326.281. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 GitEncoder Mode: Preset 4 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.03, N = 312.471. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 GitEncoder Mode: Preset 8 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.49, N = 381.931. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

AOM AV1

This is a test of the AOMedia AV1 encoder (libaom) developed by AOMedia and Google as the AV1 Codec Library. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS0.04280.08560.12840.17120.214SE +/- 0.00, N = 30.191. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1.27582.55163.82745.10326.379SE +/- 0.00, N = 35.671. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1224364860SE +/- 1.00, N = 1555.511. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.06, N = 312.031. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1326395265SE +/- 0.16, N = 356.041. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1530456075SE +/- 0.85, N = 1565.381. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1530456075SE +/- 1.00, N = 1566.741. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 11 Realtime - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1530456075SE +/- 0.07, N = 368.071. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS0.13050.2610.39150.5220.6525SE +/- 0.01, N = 30.581. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.07, N = 314.171. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 3.70, N = 12158.251. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS1020304050SE +/- 0.07, N = 342.771. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 4.68, N = 15155.671. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 6.57, N = 12173.971. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 5.25, N = 15174.711. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterAOM AV1 3.7Encoder Mode: Speed 11 Realtime - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 6.91, N = 12172.261. (CXX) g++ options: -O3 -std=c++11 -U_FORTIFY_SOURCE -lm

Kvazaar

This is a test of Kvazaar as a CPU-based H.265/HEVC video encoder written in the C programming language and optimized in Assembly. Kvazaar is the winner of the 2016 ACM Open-Source Software Competition and developed at the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: SlowAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.09, N = 48.041. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: MediumAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.04, N = 38.181. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: SlowAMD Rembrandt - AMD Ryzen 7 7735HS1020304050SE +/- 0.00, N = 343.571. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: MediumAMD Rembrandt - AMD Ryzen 7 7735HS1020304050SE +/- 0.07, N = 345.041. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Very FastAMD Rembrandt - AMD Ryzen 7 7735HS510152025SE +/- 0.20, N = 320.371. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Super FastAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.22, N = 325.301. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 4K - Video Preset: Ultra FastAMD Rembrandt - AMD Ryzen 7 7735HS816243240SE +/- 0.22, N = 334.011. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Very FastAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.23, N = 387.501. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Super FastAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.22, N = 3110.921. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterKvazaar 2.2Video Input: Bosphorus 1080p - Video Preset: Ultra FastAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.29, N = 3146.411. (CC) gcc options: -pthread -ftree-vectorize -fvisibility=hidden -O2 -lpthread -lm -lrt

rav1e

Xiph rav1e is a Rust-written AV1 video encoder that claims to be the fastest and safest AV1 encoder. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 1AMD Rembrandt - AMD Ryzen 7 7735HS0.18430.36860.55290.73720.9215SE +/- 0.003, N = 30.819

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 5AMD Rembrandt - AMD Ryzen 7 7735HS0.81741.63482.45223.26964.087SE +/- 0.008, N = 33.633

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 6AMD Rembrandt - AMD Ryzen 7 7735HS1.09442.18883.28324.37765.472SE +/- 0.008, N = 34.864

OpenBenchmarking.orgFrames Per Second, More Is Betterrav1e 0.7Speed: 10AMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.11, N = 312.27

SVT-AV1

This is a benchmark of the SVT-AV1 open-source video encoder/decoder. SVT-AV1 was originally developed by Intel as part of their Open Visual Cloud / Scalable Video Technology (SVT). Development of SVT-AV1 has since moved to the Alliance for Open Media as part of upstream AV1 development. SVT-AV1 is a CPU-based multi-threaded video encoder for the AV1 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS0.75021.50042.25063.00083.751SE +/- 0.029, N = 33.3341. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.35, N = 325.771. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.50, N = 379.451. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.19, N = 378.801. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 4 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.03, N = 312.401. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 8 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.34, N = 381.381. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 12 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS70140210280350SE +/- 2.64, N = 3320.601. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-AV1 1.8Encoder Mode: Preset 13 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS90180270360450SE +/- 1.90, N = 3392.141. (CXX) g++ options: -march=native -mno-avx -mavx2 -mavx512f -mavx512bw -mavx512dq

SVT-HEVC

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-HEVC CPU-based multi-threaded video encoder for the HEVC / H.265 video format with a sample YUV video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS0.43650.8731.30951.7462.1825SE +/- 0.01, N = 31.941. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS918273645SE +/- 0.12, N = 337.911. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1632486480SE +/- 0.06, N = 370.191. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 1 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.06, N = 37.851. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 7 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.17, N = 3120.411. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-HEVC 1.5.0Tuning: 10 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS50100150200250SE +/- 0.56, N = 3234.471. (CC) gcc options: -fPIE -fPIC -O3 -O2 -pie -rdynamic -lpthread -lrt

SVT-VP9

This is a test of the Intel Open Visual Cloud Scalable Video Technology SVT-VP9 CPU-based multi-threaded video encoder for the VP9 video format with a sample YUV input video file. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1122334455SE +/- 0.08, N = 346.481. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: VMAF Optimized - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 2.14, N = 3156.221. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS1122334455SE +/- 0.13, N = 349.461. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: PSNR/SSIM Optimized - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 1.62, N = 5162.511. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS918273645SE +/- 0.07, N = 340.251. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

OpenBenchmarking.orgFrames Per Second, More Is BetterSVT-VP9 0.3Tuning: Visual Quality Optimized - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 1.43, N = 3130.461. (CC) gcc options: -O3 -fcommon -fPIE -fPIC -fvisibility=hidden -pie -rdynamic -lpthread -lrt -lm

uvg266

uvg266 is an open-source VVC/H.266 (Versatile Video Coding) encoder based on Kvazaar as part of the Ultra Video Group, Tampere University, Finland. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: SlowAMD Rembrandt - AMD Ryzen 7 7735HS1.0892.1783.2674.3565.445SE +/- 0.03, N = 34.84

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: MediumAMD Rembrandt - AMD Ryzen 7 7735HS1.21952.4393.65854.8786.0975SE +/- 0.02, N = 35.42

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: SlowAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.17, N = 327.15

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: MediumAMD Rembrandt - AMD Ryzen 7 7735HS714212835SE +/- 0.24, N = 330.40

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Very FastAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.14, N = 316.41

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Super FastAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.17, N = 316.97

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 4K - Video Preset: Ultra FastAMD Rembrandt - AMD Ryzen 7 7735HS510152025SE +/- 0.21, N = 320.34

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Very FastAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.19, N = 376.23

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Super FastAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.10, N = 380.13

OpenBenchmarking.orgFrames Per Second, More Is Betteruvg266 0.4.1Video Input: Bosphorus 1080p - Video Preset: Ultra FastAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.07, N = 394.32

VP9 libvpx Encoding

This is a standard video encoding performance test of Google's libvpx library and the vpxenc command for the VP9 video format. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 0 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.01, N = 37.141. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 5 - Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.07, N = 316.661. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 0 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.15, N = 315.041. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

OpenBenchmarking.orgFrames Per Second, More Is BetterVP9 libvpx Encoding 1.13Speed: Speed 5 - Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS816243240SE +/- 0.09, N = 334.341. (CXX) g++ options: -m64 -lm -lpthread -O3 -fPIC -U_FORTIFY_SOURCE -std=gnu++11

VVenC

VVenC is the Fraunhofer Versatile Video Encoder as a fast/efficient H.266/VVC encoder. The vvenc encoder makes use of SIMD Everywhere (SIMDe). The vvenc software is published under the Clear BSD License. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FastAMD Rembrandt - AMD Ryzen 7 7735HS0.84921.69842.54763.39684.246SE +/- 0.024, N = 33.7741. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 4K - Video Preset: FasterAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.027, N = 37.5721. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FastAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.03, N = 312.371. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

OpenBenchmarking.orgFrames Per Second, More Is BetterVVenC 1.9Video Input: Bosphorus 1080p - Video Preset: FasterAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.14, N = 326.591. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

x264

This is a multi-threaded test of the x264 video encoder run on the CPU with a choice of 1080p or 4K video input. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.32, N = 427.311. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -flto

OpenBenchmarking.orgFrames Per Second, More Is Betterx264 2022-02-22Video Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 1.23, N = 3116.411. (CC) gcc options: -ldl -lavformat -lavcodec -lavutil -lswscale -m64 -lm -lpthread -O3 -flto

x265

This is a simple test of the x265 encoder run on the CPU with 1080p and 4K options for H.265 video encode performance with x265. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 4KAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.05, N = 312.771. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

OpenBenchmarking.orgFrames Per Second, More Is Betterx265 3.4Video Input: Bosphorus 1080pAMD Rembrandt - AMD Ryzen 7 7735HS1326395265SE +/- 0.69, N = 358.951. (CXX) g++ options: -O3 -rdynamic -lpthread -lrt -ldl -lnuma

LZ4 Compression

This test measures the time needed to compress/decompress a sample file (silesia archive) using LZ4 compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Compression SpeedAMD Rembrandt - AMD Ryzen 7 7735HS2004006008001000SE +/- 2.53, N = 3824.971. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 1 - Decompression SpeedAMD Rembrandt - AMD Ryzen 7 7735HS11002200330044005500SE +/- 5.23, N = 35091.31. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Compression SpeedAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.97, N = 3133.881. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 3 - Decompression SpeedAMD Rembrandt - AMD Ryzen 7 7735HS10002000300040005000SE +/- 13.81, N = 34716.51. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Compression SpeedAMD Rembrandt - AMD Ryzen 7 7735HS1020304050SE +/- 0.36, N = 345.591. (CC) gcc options: -O3

OpenBenchmarking.orgMB/s, More Is BetterLZ4 Compression 1.9.4Compression Level: 9 - Decompression SpeedAMD Rembrandt - AMD Ryzen 7 7735HS11002200330044005500SE +/- 1.51, N = 34997.41. (CC) gcc options: -O3

QuantLib

QuantLib is an open-source library/framework around quantitative finance for modeling, trading and risk management scenarios. QuantLib is written in C++ with Boost and its built-in benchmark used reports the QuantLib Benchmark Index benchmark score. Learn more via the OpenBenchmarking.org test page.

Configuration: Multi-Threaded

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Configuration: Single-Threaded

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

7-Zip Compression

This is a test of 7-Zip compression/decompression with its integrated benchmark feature. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Compression RatingAMD Rembrandt - AMD Ryzen 7 7735HS14K28K42K56K70KSE +/- 152.27, N = 3657881. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 22.01Test: Decompression RatingAMD Rembrandt - AMD Ryzen 7 7735HS15K30K45K60K75KSE +/- 400.00, N = 3678271. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

John The Ripper

This is a benchmark of John The Ripper, which is a password cracker. Learn more via the OpenBenchmarking.org test page.

Test: bcrypt

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Test: WPA PSK

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Test: Blowfish

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Test: HMAC-SHA512

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

Test: MD5

AMD Rembrandt - AMD Ryzen 7 7735HS: The test quit with a non-zero exit status. The test quit with a non-zero exit status. The test quit with a non-zero exit status.

GLmark2

This is a test of GLmark2, a basic OpenGL and OpenGL ES 2.0 benchmark supporting various windowing/display back-ends. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterGLmark2 2023.01Resolution: 1920 x 1080AMD Rembrandt - AMD Ryzen 7 7735HS140028004200560070006487

OpenSSL

OpenSSL is an open-source toolkit that implements SSL (Secure Sockets Layer) and TLS (Transport Layer Security) protocols. This test profile makes use of the built-in "openssl speed" benchmarking capabilities. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgsign/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096AMD Rembrandt - AMD Ryzen 7 7735HS5001000150020002500SE +/- 17.32, N = 32366.11. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgsign/s, More Is BetterOpenSSLAlgorithm: RSA4096AMD Rembrandt - AMD Ryzen 7 7735HS5001000150020002500SE +/- 17.83, N = 32373.31. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

OpenBenchmarking.orgverify/s, More Is BetterOpenSSL 3.1Algorithm: RSA4096AMD Rembrandt - AMD Ryzen 7 7735HS30K60K90K120K150KSE +/- 125.87, N = 3151736.71. (CC) gcc options: -pthread -m64 -O3 -lssl -lcrypto -ldl

OpenBenchmarking.orgverify/s, More Is BetterOpenSSLAlgorithm: RSA4096AMD Rembrandt - AMD Ryzen 7 7735HS30K60K90K120K150KSE +/- 146.54, N = 3151867.31. OpenSSL 3.0.2 15 Mar 2022 (Library: OpenSSL 3.0.2 15 Mar 2022)

OpenVINO

This is a test of the Intel OpenVINO, a toolkit around neural networks, using its built-in benchmarking support and analyzing the throughput and latency for various models. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS400800120016002000SE +/- 15.86, N = 71701.93MIN: 862.55 / MAX: 1803.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 0.84, N = 3176.69MIN: 149.13 / MAX: 218.341. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Detection FP32 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 1.14, N = 3181.26MIN: 132.76 / MAX: 214.461. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS612182430SE +/- 0.06, N = 326.53MIN: 14.28 / MAX: 47.771. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS2004006008001000SE +/- 4.25, N = 3816.27MIN: 726.56 / MAX: 848.471. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.06, N = 107.40MIN: 3.16 / MAX: 24.161. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.12, N = 3102.25MIN: 79.69 / MAX: 136.931. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Vehicle Detection FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.05, N = 313.74MIN: 6.72 / MAX: 25.651. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.10, N = 317.91MIN: 9.77 / MAX: 30.691. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Face Detection Retail FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS0.91.82.73.64.5SE +/- 0.03, N = 34.00MIN: 2.68 / MAX: 14.981. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Road Segmentation ADAS FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS714212835SE +/- 0.19, N = 331.16MIN: 16.34 / MAX: 44.561. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Machine Translation EN To DE FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 1.05, N = 3145.53MIN: 80.67 / MAX: 162.471. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Weld Porosity Detection FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.09, N = 316.63MIN: 8.22 / MAX: 26.681. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Person Vehicle Bike Detection FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.06, N = 312.08MIN: 8.59 / MAX: 27.191. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.69, N = 3114.02MIN: 64.17 / MAX: 142.731. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS0.26330.52660.78991.05321.3165SE +/- 0.00, N = 31.17MIN: 0.55 / MAX: 15.261. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Handwritten English Recognition FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.89, N = 15102.21MIN: 61.65 / MAX: 126.991. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2023.2.devModel: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPUAMD Rembrandt - AMD Ryzen 7 7735HS0.13950.2790.41850.5580.6975SE +/- 0.00, N = 30.62MIN: 0.35 / MAX: 12.021. (CXX) g++ options: -fPIC -fsigned-char -ffunction-sections -fdata-sections -O3 -fno-strict-overflow -fwrapv -shared -ldl

Waifu2x-NCNN Vulkan

Waifu2x-NCNN is an NCNN neural network implementation of the Waifu2x converter project and accelerated using the Vulkan API. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoAMD Rembrandt - AMD Ryzen 7 7735HS0.52561.05121.57682.10242.628SE +/- 0.041, N = 132.336

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.01, N = 311.97

libavif avifenc

This is a test of the AOMedia libavif library testing the encoding of a JPEG image to AV1 Image Format (AVIF). Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 0AMD Rembrandt - AMD Ryzen 7 7735HS4080120160200SE +/- 0.24, N = 3163.971. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 2AMD Rembrandt - AMD Ryzen 7 7735HS20406080100SE +/- 0.22, N = 375.001. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6AMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.009, N = 37.9491. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 6, LosslessAMD Rembrandt - AMD Ryzen 7 7735HS3691215SE +/- 0.02, N = 311.981. (CXX) g++ options: -O3 -fPIC -lm

OpenBenchmarking.orgSeconds, Fewer Is Betterlibavif avifenc 1.0Encoder Speed: 10, LosslessAMD Rembrandt - AMD Ryzen 7 7735HS246810SE +/- 0.030, N = 36.3011. (CXX) g++ options: -O3 -fPIC -lm

Timed Godot Game Engine Compilation

This test times how long it takes to compile the Godot Game Engine. Godot is a popular, open-source, cross-platform 2D/3D game engine and is built using the SCons build system and targeting the X11 platform. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Godot Game Engine Compilation 4.0Time To CompileAMD Rembrandt - AMD Ryzen 7 7735HS100200300400500SE +/- 0.24, N = 3456.32

Timed Linux Kernel Compilation

This test times how long it takes to build the Linux kernel in a default configuration (defconfig) for the architecture being tested or alternatively an allmodconfig for building all possible kernel modules for the build. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: defconfigAMD Rembrandt - AMD Ryzen 7 7735HS306090120150SE +/- 0.33, N = 3116.75

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Linux Kernel Compilation 6.1Build: allmodconfigAMD Rembrandt - AMD Ryzen 7 7735HS30060090012001500SE +/- 0.76, N = 31555.87

GIMP

GIMP is an open-source image manipulaton program. This test profile will use the system-provided GIMP program otherwise on Windows relys upon a pre-packaged Windows binary from upstream GIMP.org. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: resizeAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.03, N = 316.50

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: rotateAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.03, N = 316.12

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: auto-levelsAMD Rembrandt - AMD Ryzen 7 7735HS48121620SE +/- 0.02, N = 316.48

OpenBenchmarking.orgSeconds, Fewer Is BetterGIMP 2.10.30Test: unsharp-maskAMD Rembrandt - AMD Ryzen 7 7735HS510152025SE +/- 0.01, N = 318.40

194 Results Shown

PyTorch:
  CPU - 1 - ResNet-50
  CPU - 1 - ResNet-152
  CPU - 16 - ResNet-50
  CPU - 32 - ResNet-50
  CPU - 64 - ResNet-50
  CPU - 16 - ResNet-152
  CPU - 256 - ResNet-50
  CPU - 32 - ResNet-152
  CPU - 512 - ResNet-50
  CPU - 64 - ResNet-152
  CPU - 256 - ResNet-152
  CPU - 512 - ResNet-152
  CPU - 1 - Efficientnet_v2_l
  CPU - 16 - Efficientnet_v2_l
  CPU - 32 - Efficientnet_v2_l
  CPU - 64 - Efficientnet_v2_l
  CPU - 256 - Efficientnet_v2_l
  CPU - 512 - Efficientnet_v2_l
OpenSSL:
  SHA256
  SHA512
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
OpenSSL:
  SHA256
  SHA512
  ChaCha20
  AES-128-GCM
  AES-256-GCM
  ChaCha20-Poly1305
FFmpeg:
  libx264 - Live
  libx265 - Live
  libx264 - Upload
  libx265 - Upload
  libx264 - Platform
  libx265 - Platform
  libx264 - Video On Demand
  libx265 - Video On Demand
libgav1:
  Chimera 1080p
  Summer Nature 4K
  Summer Nature 1080p
  Chimera 1080p 10-bit
dav1d:
  Chimera 1080p
  Summer Nature 4K
  Summer Nature 1080p
  Chimera 1080p 10-bit
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Face Detection Retail FP16 - CPU
  Road Segmentation ADAS FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Handwritten English Recognition FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
ParaView:
  Many Spheres - 1920 x 1080
  Wavelet Volume - 1920 x 1080
  Wavelet Contour - 1920 x 1080
GravityMark:
  1920 x 1080 - OpenGL
  1920 x 1080 - Vulkan
  1920 x 1080 - OpenGL ES
  1920 x 1080 - Vulkan Ray-Tracing
Unigine Superposition
Unigine Valley
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 4 - Bosphorus 1080p
  Preset 8 - Bosphorus 1080p
AOM AV1:
  Speed 0 Two-Pass - Bosphorus 4K
  Speed 4 Two-Pass - Bosphorus 4K
  Speed 6 Realtime - Bosphorus 4K
  Speed 6 Two-Pass - Bosphorus 4K
  Speed 8 Realtime - Bosphorus 4K
  Speed 9 Realtime - Bosphorus 4K
  Speed 10 Realtime - Bosphorus 4K
  Speed 11 Realtime - Bosphorus 4K
  Speed 0 Two-Pass - Bosphorus 1080p
  Speed 4 Two-Pass - Bosphorus 1080p
  Speed 6 Realtime - Bosphorus 1080p
  Speed 6 Two-Pass - Bosphorus 1080p
  Speed 8 Realtime - Bosphorus 1080p
  Speed 9 Realtime - Bosphorus 1080p
  Speed 10 Realtime - Bosphorus 1080p
  Speed 11 Realtime - Bosphorus 1080p
Kvazaar:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
rav1e:
  1
  5
  6
  10
SVT-AV1:
  Preset 4 - Bosphorus 4K
  Preset 8 - Bosphorus 4K
  Preset 12 - Bosphorus 4K
  Preset 13 - Bosphorus 4K
  Preset 4 - Bosphorus 1080p
  Preset 8 - Bosphorus 1080p
  Preset 12 - Bosphorus 1080p
  Preset 13 - Bosphorus 1080p
SVT-HEVC:
  1 - Bosphorus 4K
  7 - Bosphorus 4K
  10 - Bosphorus 4K
  1 - Bosphorus 1080p
  7 - Bosphorus 1080p
  10 - Bosphorus 1080p
SVT-VP9:
  VMAF Optimized - Bosphorus 4K
  VMAF Optimized - Bosphorus 1080p
  PSNR/SSIM Optimized - Bosphorus 4K
  PSNR/SSIM Optimized - Bosphorus 1080p
  Visual Quality Optimized - Bosphorus 4K
  Visual Quality Optimized - Bosphorus 1080p
uvg266:
  Bosphorus 4K - Slow
  Bosphorus 4K - Medium
  Bosphorus 1080p - Slow
  Bosphorus 1080p - Medium
  Bosphorus 4K - Very Fast
  Bosphorus 4K - Super Fast
  Bosphorus 4K - Ultra Fast
  Bosphorus 1080p - Very Fast
  Bosphorus 1080p - Super Fast
  Bosphorus 1080p - Ultra Fast
VP9 libvpx Encoding:
  Speed 0 - Bosphorus 4K
  Speed 5 - Bosphorus 4K
  Speed 0 - Bosphorus 1080p
  Speed 5 - Bosphorus 1080p
VVenC:
  Bosphorus 4K - Fast
  Bosphorus 4K - Faster
  Bosphorus 1080p - Fast
  Bosphorus 1080p - Faster
x264:
  Bosphorus 4K
  Bosphorus 1080p
x265:
  Bosphorus 4K
  Bosphorus 1080p
LZ4 Compression:
  1 - Compression Speed
  1 - Decompression Speed
  3 - Compression Speed
  3 - Decompression Speed
  9 - Compression Speed
  9 - Decompression Speed
7-Zip Compression:
  Compression Rating
  Decompression Rating
GLmark2
OpenSSL
OpenSSL
OpenSSL
OpenSSL
OpenVINO:
  Face Detection FP16 - CPU
  Person Detection FP16 - CPU
  Person Detection FP32 - CPU
  Vehicle Detection FP16 - CPU
  Face Detection FP16-INT8 - CPU
  Face Detection Retail FP16 - CPU
  Road Segmentation ADAS FP16 - CPU
  Vehicle Detection FP16-INT8 - CPU
  Weld Porosity Detection FP16 - CPU
  Face Detection Retail FP16-INT8 - CPU
  Road Segmentation ADAS FP16-INT8 - CPU
  Machine Translation EN To DE FP16 - CPU
  Weld Porosity Detection FP16-INT8 - CPU
  Person Vehicle Bike Detection FP16 - CPU
  Handwritten English Recognition FP16 - CPU
  Age Gender Recognition Retail 0013 FP16 - CPU
  Handwritten English Recognition FP16-INT8 - CPU
  Age Gender Recognition Retail 0013 FP16-INT8 - CPU
Waifu2x-NCNN Vulkan:
  2x - 3 - No
  2x - 3 - Yes
libavif avifenc:
  0
  2
  6
  6, Lossless
  10, Lossless
Timed Godot Game Engine Compilation
Timed Linux Kernel Compilation:
  defconfig
  allmodconfig
GIMP:
  resize
  rotate
  auto-levels
  unsharp-mask