auggy

AMD Ryzen 5 4500U testing with a LENOVO LNVNB161216 (EECN20WW BIOS) and AMD Renoir 512MB on Pop 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 2308051-NE-AUGGY363552
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August 04 2023
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August 04 2023
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AMD Renoir - AMD Ryzen 5 4500U
August 05 2023
  13 Hours, 45 Minutes
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auggyOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 5 4500U @ 2.38GHz (6 Cores)LENOVO LNVNB161216 (EECN20WW BIOS)AMD Renoir/Cezanne16GB256GB SK hynix HFM256GDHTNI-87A0BAMD Renoir 512MB (1500/400MHz)AMD Renoir 512MB (1500MHz)AMD Renoir Radeon HD AudioRealtek RTL8822CE 802.11ac PCIePop 22.045.17.5-76051705-generic (x86_64)GNOME Shell 42.1X Server 1.21.1.34.6 Mesa 22.0.1 (LLVM 13.0.1 DRM 3.44)1.2.204GCC 11.2.0ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerOpenGLVulkanCompilerFile-SystemScreen ResolutionAuggy 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-gBFGDP/gcc-11-11.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-11-gBFGDP/gcc-11-11.2.0/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: acpi-cpufreq schedutil (Boost: Enabled) - Platform Profile: balanced - CPU Microcode: 0x8600102 - ACPI Profile: balanced - GLAMOR - BAR1 / Visible vRAM Size: 512 MB - vBIOS Version: 113-RENOIR-025 - OpenJDK Runtime Environment (build 11.0.15+10-Ubuntu-0ubuntu0.22.04.1) - Python 3.10.6- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + 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: disabled RSB filling + srbds: Not affected + tsx_async_abort: Not affected

abAMD Renoir - AMD Ryzen 5 4500UResult OverviewPhoronix Test Suite100%104%109%113%117%BRL-CADVVenCTimed GCC CompilationvkpeakApache CouchDBDragonflydbNeural Magic DeepSparseNCNNApache CassandraVkResample

auggyvkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4vkresample: 2x - Singlevvenc: Bosphorus 4K - Fastvvenc: Bosphorus 4K - Fastervvenc: Bosphorus 1080p - Fastvvenc: Bosphorus 1080p - Fasterbuild-gcc: Time To Compilecouchdb: 100 - 1000 - 30couchdb: 100 - 3000 - 30couchdb: 300 - 1000 - 30couchdb: 300 - 3000 - 30couchdb: 500 - 1000 - 30couchdb: 500 - 3000 - 30apache-iotdb: 100 - 1 - 200apache-iotdb: 100 - 1 - 200apache-iotdb: 100 - 1 - 500apache-iotdb: 100 - 1 - 500apache-iotdb: 200 - 1 - 200apache-iotdb: 200 - 1 - 200apache-iotdb: 200 - 1 - 500apache-iotdb: 200 - 1 - 500apache-iotdb: 500 - 1 - 200apache-iotdb: 500 - 1 - 200apache-iotdb: 500 - 1 - 500apache-iotdb: 500 - 1 - 500apache-iotdb: 100 - 100 - 200apache-iotdb: 100 - 100 - 200apache-iotdb: 100 - 100 - 500apache-iotdb: 100 - 100 - 500apache-iotdb: 200 - 100 - 200apache-iotdb: 200 - 100 - 200apache-iotdb: 200 - 100 - 500apache-iotdb: 200 - 100 - 500apache-iotdb: 500 - 100 - 200apache-iotdb: 500 - 100 - 200apache-iotdb: 500 - 100 - 500apache-iotdb: 500 - 100 - 500dragonflydb: 10 - 1:5dragonflydb: 20 - 1:5dragonflydb: 50 - 1:5dragonflydb: 60 - 1:5dragonflydb: 10 - 1:10dragonflydb: 20 - 1:10dragonflydb: 50 - 1:10dragonflydb: 60 - 1:10dragonflydb: 10 - 1:100dragonflydb: 20 - 1:100dragonflydb: 50 - 1:100dragonflydb: 60 - 1:100deepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Asynchronous Multi-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Document Classification, oBERT base uncased on IMDB - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Asynchronous Multi-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamdeepsparse: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Asynchronous Multi-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Synchronous Single-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Asynchronous Multi-Streamdeepsparse: ResNet-50, Baseline - Synchronous Single-Streamdeepsparse: ResNet-50, Baseline - Synchronous Single-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Streamdeepsparse: ResNet-50, Sparse INT8 - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Asynchronous Multi-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Classification, ResNet-50 ImageNet - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Streamdeepsparse: CV Detection, YOLOv5s COCO, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: NLP Text Classification, DistilBERT mnli - Synchronous Single-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Asynchronous Multi-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: CV Segmentation, 90% Pruned YOLACT Pruned - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Asynchronous Multi-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Streamdeepsparse: BERT-Large, NLP Question Answering, Sparse INT8 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Asynchronous Multi-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Text Classification, BERT base uncased SST2 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Asynchronous Multi-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamdeepsparse: NLP Token Classification, BERT base uncased conll2003 - Synchronous Single-Streamncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: CPU - squeezenet_ssdncnn: CPU - regnety_400mncnn: CPU - vision_transformerncnn: CPU - FastestDetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetcassandra: Writesbrl-cad: VGR Performance MetricabAMD Renoir - AMD Ryzen 5 4500U62.21177.284.214.0159.6980.6070.92163.1989.32229.3855.6021.5613.4825.16413.362725.004155.070493.651277.677878.652401.3131252.599446723.6228.53818281.0145.12686458.8921.11982415.9342.32870872.7319.34640326.8171.3815789875.81104.6515836698.9288.8716236661.97107.7113117829.31354.1211896529.96156.196656162.13720.44560321.90555633.33602213.78639312.80517164.96619544.49634736.01638619.97538437.76521281.07603815.39672849.083.6825809.26933.5660280.419884.372735.495164.699315.445530.377898.693125.632939.012010.7014279.96829.0426110.579843.957868.181240.460224.7044286.904110.4265155.95756.393820.9030143.255019.137052.24024.7561628.08123.9498253.170140.392874.221438.829825.746320.4003146.857018.333754.534631.929094.036030.618332.65124.1321723.98874.2141237.280743.811468.410827.851135.895115.3557196.054914.316369.99413.5012851.96013.3080302.455826.927.676.405.005.8811.641.4520.6693.4315.3510.8235.4540.6818.509.58242.255.1426.957.415.954.435.5111.301.3420.3393.5715.1910.7335.5041.0018.319.88241.975.11232365341562.25176.394.213.8856.0374.466.78156.584.22218.4355.7261.8023.975.82814.5312604.386160.432517.787280.539896.375404.3861261.98511381.84595869.89600771.43620626.04515883.69587558.64649063.96636341.63515626.76549095.84710309624768.183.6482815.38353.5041285.367584.597435.399565.752815.196929.9723100.017524.374441.013110.5415284.32998.8655112.782344.177867.847340.562924.6415285.740910.4703147.22476.774221.2112141.298518.781753.22853.6558814.77133.99250.616542.641170.296239.576825.255320.1215148.865818.45254.18433.124890.479430.442532.83924.1495718.16584.2071237.675443.759768.427428.593934.959415.3016195.838714.8967.14913.5558842.47563.3718296.568727.028.026.415.196.3111.871.3621.2793.6915.3610.7935.7140.6618.49.94241.225.1326.987.66.395.215.9111.441.2521.0192.9816.1910.7135.1740.2317.879.96245.85.23235356251762.2176.834.214.0059.6379.7070.87163.1389.15228.8955.2491.8174.1086.08114.6732409.240157.985512.397284.352891.191407.8451254.976465319.7528.36813547.7145.06684869.0421994052.2541.38855795.4119.64637397.970.2614130374.99113.8713387890.2337.1614164673.03118.2411981302.92375.2311298528.21155.146836941.96706.95514823.83587975.21618630.54673078.78536437.47602510.4576996.27632802.22517858.51635238.89652808.07692262.133.6397816.05333.4981285.869483.541835.859564.192315.567129.5718101.344324.589440.655310.8915275.035510.232797.713544.284767.665040.748624.5291288.079510.3851211.80674.707221.1927141.308019.400251.53084.7697625.28244.1777239.354540.718973.589939.766425.134820.6990144.779819.001052.619633.211590.258731.092932.15214.1565717.17584.2291236.443443.981668.143126.588937.602313.3056225.731814.752067.78453.4493865.63882.9676336.984026.797.896.344.815.9311.411.2620.9593.7215.4710.7435.6340.6418.09.83237.125.0526.807.436.374.525.8111.431.4220.4693.5015.1710.6735.2440.3818.429.65240.255.092318062248OpenBenchmarking.org

vkpeak

Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarabAMD Renoir - AMD Ryzen 5 4500U1428425670SE +/- 0.05, N = 2SE +/- 0.00, N = 262.2162.2562.20
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarabAMD Renoir - AMD Ryzen 5 4500U1224364860Min: 62.15 / Avg: 62.21 / Max: 62.26Min: 62.2 / Avg: 62.2 / Max: 62.2

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-vec4abAMD Renoir - AMD Ryzen 5 4500U4080120160200SE +/- 2.40, N = 2SE +/- 2.79, N = 2177.28176.39176.83
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-vec4abAMD Renoir - AMD Ryzen 5 4500U306090120150Min: 174.88 / Avg: 177.28 / Max: 179.67Min: 174.04 / Avg: 176.83 / Max: 179.62

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-scalarabAMD Renoir - AMD Ryzen 5 4500U0.94731.89462.84193.78924.7365SE +/- 0.01, N = 2SE +/- 0.01, N = 24.214.214.21
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-scalarabAMD Renoir - AMD Ryzen 5 4500U246810Min: 4.2 / Avg: 4.21 / Max: 4.22Min: 4.19 / Avg: 4.21 / Max: 4.22

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-vec4abAMD Renoir - AMD Ryzen 5 4500U0.90231.80462.70693.60924.5115SE +/- 0.06, N = 2SE +/- 0.07, N = 24.013.884.00
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-vec4abAMD Renoir - AMD Ryzen 5 4500U246810Min: 3.95 / Avg: 4.01 / Max: 4.07Min: 3.93 / Avg: 4 / Max: 4.07

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-scalarabAMD Renoir - AMD Ryzen 5 4500U1326395265SE +/- 2.11, N = 2SE +/- 2.16, N = 259.6956.0359.63
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-scalarabAMD Renoir - AMD Ryzen 5 4500U1224364860Min: 57.58 / Avg: 59.69 / Max: 61.8Min: 57.47 / Avg: 59.63 / Max: 61.78

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-vec4abAMD Renoir - AMD Ryzen 5 4500U20406080100SE +/- 3.81, N = 2SE +/- 3.03, N = 280.6074.4079.70
OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-vec4abAMD Renoir - AMD Ryzen 5 4500U1530456075Min: 76.79 / Avg: 80.6 / Max: 84.4Min: 76.67 / Avg: 79.7 / Max: 82.73

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-scalarabAMD Renoir - AMD Ryzen 5 4500U1632486480SE +/- 1.69, N = 2SE +/- 2.27, N = 270.9266.7870.87
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-scalarabAMD Renoir - AMD Ryzen 5 4500U1428425670Min: 69.23 / Avg: 70.92 / Max: 72.6Min: 68.6 / Avg: 70.87 / Max: 73.13

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-vec4abAMD Renoir - AMD Ryzen 5 4500U4080120160200SE +/- 2.63, N = 2SE +/- 3.49, N = 2163.19156.50163.13
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-vec4abAMD Renoir - AMD Ryzen 5 4500U306090120150Min: 160.56 / Avg: 163.19 / Max: 165.82Min: 159.64 / Avg: 163.13 / Max: 166.61

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-scalarabAMD Renoir - AMD Ryzen 5 4500U20406080100SE +/- 1.47, N = 2SE +/- 1.63, N = 289.3284.2289.15
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-scalarabAMD Renoir - AMD Ryzen 5 4500U20406080100Min: 87.85 / Avg: 89.32 / Max: 90.78Min: 87.52 / Avg: 89.15 / Max: 90.77

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-vec4abAMD Renoir - AMD Ryzen 5 4500U50100150200250SE +/- 3.00, N = 2SE +/- 3.57, N = 2229.38218.43228.89
OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-vec4abAMD Renoir - AMD Ryzen 5 4500U4080120160200Min: 226.38 / Avg: 229.38 / Max: 232.37Min: 225.32 / Avg: 228.89 / Max: 232.45

VkResample

VkResample is a Vulkan-based image upscaling library based on VkFFT. The sample input file is upscaling a 4K image to 8K using Vulkan-based GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleabAMD Renoir - AMD Ryzen 5 4500U1326395265SE +/- 0.09, N = 2SE +/- 0.02, N = 255.6055.7355.251. (CXX) g++ options: -O3
OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleabAMD Renoir - AMD Ryzen 5 4500U1122334455Min: 55.51 / Avg: 55.6 / Max: 55.69Min: 55.23 / Avg: 55.25 / Max: 55.271. (CXX) g++ options: -O3

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: FastabAMD Renoir - AMD Ryzen 5 4500U0.40880.81761.22641.63522.044SE +/- 0.056, N = 2SE +/- 0.031, N = 21.5611.8021.8171. (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: FastabAMD Renoir - AMD Ryzen 5 4500U246810Min: 1.51 / Avg: 1.56 / Max: 1.62Min: 1.79 / Avg: 1.82 / Max: 1.851. (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: FasterabAMD Renoir - AMD Ryzen 5 4500U0.92431.84862.77293.69724.6215SE +/- 0.066, N = 2SE +/- 0.045, N = 23.4823.9704.1081. (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: FasterabAMD Renoir - AMD Ryzen 5 4500U246810Min: 3.42 / Avg: 3.48 / Max: 3.55Min: 4.06 / Avg: 4.11 / Max: 4.151. (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: FastabAMD Renoir - AMD Ryzen 5 4500U246810SE +/- 0.105, N = 2SE +/- 0.061, N = 25.1645.8286.0811. (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: FastabAMD Renoir - AMD Ryzen 5 4500U246810Min: 5.06 / Avg: 5.16 / Max: 5.27Min: 6.02 / Avg: 6.08 / Max: 6.141. (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: FasterabAMD Renoir - AMD Ryzen 5 4500U48121620SE +/- 0.39, N = 2SE +/- 0.11, N = 213.3614.5314.671. (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: FasterabAMD Renoir - AMD Ryzen 5 4500U48121620Min: 12.97 / Avg: 13.36 / Max: 13.74Min: 14.57 / Avg: 14.67 / Max: 14.781. (CXX) g++ options: -O3 -flto -fno-fat-lto-objects -flto=auto

Timed GCC Compilation

This test times how long it takes to build the GNU Compiler Collection (GCC) open-source compiler. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 13.2Time To CompileabAMD Renoir - AMD Ryzen 5 4500U6001200180024003000SE +/- 9.38, N = 2SE +/- 46.09, N = 22725.002604.392409.24
OpenBenchmarking.orgSeconds, Fewer Is BetterTimed GCC Compilation 13.2Time To CompileabAMD Renoir - AMD Ryzen 5 4500U5001000150020002500Min: 2715.62 / Avg: 2725 / Max: 2734.39Min: 2363.15 / Avg: 2409.24 / Max: 2455.33

Apache CouchDB

This is a bulk insertion benchmark of Apache CouchDB. CouchDB is a document-oriented NoSQL database implemented in Erlang. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 1000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U4080120160200SE +/- 0.49, N = 2SE +/- 0.87, N = 2155.07160.43157.991. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 1000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U306090120150Min: 154.58 / Avg: 155.07 / Max: 155.56Min: 157.12 / Avg: 157.98 / Max: 158.851. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 3000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U110220330440550SE +/- 2.87, N = 2SE +/- 0.56, N = 2493.65517.79512.401. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 100 - Inserts: 3000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U90180270360450Min: 490.78 / Avg: 493.65 / Max: 496.52Min: 511.83 / Avg: 512.4 / Max: 512.961. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 1000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U60120180240300SE +/- 5.40, N = 2SE +/- 1.56, N = 2277.68280.54284.351. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 1000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U50100150200250Min: 272.28 / Avg: 277.68 / Max: 283.07Min: 282.8 / Avg: 284.35 / Max: 285.911. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 3000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U2004006008001000SE +/- 4.72, N = 2SE +/- 1.01, N = 2878.65896.38891.191. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 300 - Inserts: 3000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U160320480640800Min: 873.93 / Avg: 878.65 / Max: 883.37Min: 890.18 / Avg: 891.19 / Max: 892.21. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 1000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U90180270360450SE +/- 7.43, N = 2SE +/- 3.34, N = 2401.31404.39407.851. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 1000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U70140210280350Min: 393.88 / Avg: 401.31 / Max: 408.75Min: 404.51 / Avg: 407.85 / Max: 411.191. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 3000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U30060090012001500SE +/- 5.65, N = 2SE +/- 3.01, N = 21252.601261.981254.981. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.3.2Bulk Size: 500 - Inserts: 3000 - Rounds: 30abAMD Renoir - AMD Ryzen 5 4500U2004006008001000Min: 1246.95 / Avg: 1252.6 / Max: 1258.25Min: 1251.97 / Avg: 1254.98 / Max: 1257.981. (CXX) g++ options: -std=c++17 -lmozjs-91 -lm -lei -fPIC -MMD

Apache IoTDB

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U100K200K300K400K500K446723.62465319.75

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U71421283528.5328.36MAX: 1820.94MAX: 1210

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U200K400K600K800K1000K818281.01813547.71

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U102030405045.1245.06MAX: 1423.03MAX: 1511.68

Device Count: 100 - Batch Size Per Write: 1 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U150K300K450K600K750K686458.89684869.04

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U51015202521.1121.00MAX: 1265.96MAX: 1320.28

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U200K400K600K800K1000K982415.93994052.25

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U102030405042.3241.38MAX: 1338.68MAX: 1478.21

Device Count: 200 - Batch Size Per Write: 1 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U200K400K600K800K1000K870872.73855795.41

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U51015202519.3419.64MAX: 1470.64MAX: 1530.17

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U140K280K420K560K700K640326.81637397.90

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U163248648071.3870.26MAX: 1486.72MAX: 1642.8

Device Count: 500 - Batch Size Per Write: 1 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U3M6M9M12M15M15789875.8114130374.99

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U306090120150104.65113.87MAX: 2607.58MAX: 5638.35

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U3M6M9M12M15M15836698.913387890.2

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U70140210280350288.87337.16MAX: 3332.52MAX: 5976.26

Device Count: 100 - Batch Size Per Write: 100 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U3M6M9M12M15M16236661.9714164673.03

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U306090120150107.71118.24MAX: 2081.88MAX: 4097.41

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U3M6M9M12M15M13117829.3111981302.92

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U80160240320400354.12375.23MAX: 2940.05MAX: 4161.26

Device Count: 200 - Batch Size Per Write: 100 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U3M6M9M12M15M11896529.9611298528.21

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200aAMD Renoir - AMD Ryzen 5 4500U306090120150156.19155.14MAX: 2583.42MAX: 4202.36

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 200

b: Test failed to run.

OpenBenchmarking.orgpoint/sec, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U1.5M3M4.5M6M7.5M6656162.136836941.96

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500

b: Test failed to run.

OpenBenchmarking.orgAverage Latency, More Is BetterApache IoTDB 1.1.2Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500aAMD Renoir - AMD Ryzen 5 4500U160320480640800720.44706.95MAX: 4246.32MAX: 4244.39

Device Count: 500 - Batch Size Per Write: 100 - Sensor Count: 500

b: Test failed to run.

Dragonflydb

Dragonfly is an open-source database server that is a "modern Redis replacement" that aims to be the fastest memory store while being compliant with the Redis and Memcached protocols. For benchmarking Dragonfly, Memtier_benchmark is used as a NoSQL Redis/Memcache traffic generation plus benchmarking tool developed by Redis Labs. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U120K240K360K480K600KSE +/- 4625.99, N = 2SE +/- 7066.41, N = 2560321.90511381.84514823.831. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U100K200K300K400K500KMin: 555695.9 / Avg: 560321.9 / Max: 564947.89Min: 507757.42 / Avg: 514823.83 / Max: 521890.241. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U130K260K390K520K650KSE +/- 13564.23, N = 2SE +/- 15736.96, N = 2555633.33595869.89587975.211. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U100K200K300K400K500KMin: 542069.1 / Avg: 555633.33 / Max: 569197.55Min: 572238.25 / Avg: 587975.21 / Max: 603712.161. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U130K260K390K520K650KSE +/- 6829.92, N = 2SE +/- 24601.03, N = 2602213.78600771.43618630.541. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U110K220K330K440K550KMin: 595383.86 / Avg: 602213.78 / Max: 609043.7Min: 594029.51 / Avg: 618630.54 / Max: 643231.561. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U140K280K420K560K700KSE +/- 5949.45, N = 2SE +/- 2499.83, N = 2639312.80620626.04673078.781. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:5abAMD Renoir - AMD Ryzen 5 4500U120K240K360K480K600KMin: 633363.35 / Avg: 639312.8 / Max: 645262.25Min: 670578.95 / Avg: 673078.78 / Max: 675578.611. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U110K220K330K440K550KSE +/- 5831.39, N = 2SE +/- 11755.01, N = 2517164.96515883.69536437.471. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U90K180K270K360K450KMin: 511333.57 / Avg: 517164.96 / Max: 522996.34Min: 524682.46 / Avg: 536437.47 / Max: 548192.481. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U130K260K390K520K650KSE +/- 3012.94, N = 2SE +/- 3797.00, N = 2619544.49587558.64602510.401. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U110K220K330K440K550KMin: 616531.55 / Avg: 619544.49 / Max: 622557.42Min: 598713.4 / Avg: 602510.4 / Max: 606307.41. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U140K280K420K560K700KSE +/- 23316.32, N = 2SE +/- 20222.31, N = 2634736.01649063.96576996.271. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U110K220K330K440K550KMin: 611419.69 / Avg: 634736.01 / Max: 658052.32Min: 556773.96 / Avg: 576996.27 / Max: 597218.571. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U140K280K420K560K700KSE +/- 66150.22, N = 2SE +/- 8371.13, N = 2638619.97636341.63632802.221. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:10abAMD Renoir - AMD Ryzen 5 4500U110K220K330K440K550KMin: 572469.75 / Avg: 638619.97 / Max: 704770.18Min: 624431.09 / Avg: 632802.22 / Max: 641173.341. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U120K240K360K480K600KSE +/- 587.74, N = 2SE +/- 427.13, N = 2538437.76515626.76517858.511. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 10 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U90K180K270K360K450KMin: 537850.01 / Avg: 538437.76 / Max: 539025.5Min: 517431.38 / Avg: 517858.51 / Max: 518285.641. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U140K280K420K560K700KSE +/- 24782.09, N = 2SE +/- 16580.85, N = 2521281.07549095.84635238.891. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 20 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U110K220K330K440K550KMin: 496498.98 / Avg: 521281.07 / Max: 546063.16Min: 618658.04 / Avg: 635238.89 / Max: 651819.731. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U150K300K450K600K750KSE +/- 10719.53, N = 2SE +/- 25536.45, N = 2603815.39710309.00652808.071. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 50 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U120K240K360K480K600KMin: 593095.86 / Avg: 603815.39 / Max: 614534.91Min: 627271.62 / Avg: 652808.07 / Max: 678344.511. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U150K300K450K600K750KSE +/- 33803.70, N = 2SE +/- 81324.68, N = 2672849.08624768.18692262.131. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre
OpenBenchmarking.orgOps/sec, More Is BetterDragonflydb 1.6.2Clients Per Thread: 60 - Set To Get Ratio: 1:100abAMD Renoir - AMD Ryzen 5 4500U120K240K360K480K600KMin: 639045.38 / Avg: 672849.08 / Max: 706652.78Min: 610937.45 / Avg: 692262.13 / Max: 773586.81. (CXX) g++ options: -O2 -levent_openssl -levent -lcrypto -lssl -lpthread -lz -lpcre

Neural Magic DeepSparse

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U0.82861.65722.48583.31444.143SE +/- 0.0254, N = 2SE +/- 0.0051, N = 23.68253.64823.6397
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 3.66 / Avg: 3.68 / Max: 3.71Min: 3.63 / Avg: 3.64 / Max: 3.64

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U2004006008001000SE +/- 5.58, N = 2SE +/- 0.10, N = 2809.27815.38816.05
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U140280420560700Min: 803.69 / Avg: 809.27 / Max: 814.85Min: 815.96 / Avg: 816.05 / Max: 816.15

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U0.80241.60482.40723.20964.012SE +/- 0.0120, N = 2SE +/- 0.0199, N = 23.56603.50413.4981
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 3.55 / Avg: 3.57 / Max: 3.58Min: 3.48 / Avg: 3.5 / Max: 3.52

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U60120180240300SE +/- 0.95, N = 2SE +/- 1.62, N = 2280.42285.37285.87
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U50100150200250Min: 279.47 / Avg: 280.42 / Max: 281.37Min: 284.24 / Avg: 285.87 / Max: 287.49

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U20406080100SE +/- 0.40, N = 2SE +/- 0.67, N = 284.3784.6083.54
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1632486480Min: 83.97 / Avg: 84.37 / Max: 84.78Min: 82.87 / Avg: 83.54 / Max: 84.21

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U816243240SE +/- 0.17, N = 2SE +/- 0.29, N = 235.5035.4035.86
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U816243240Min: 35.33 / Avg: 35.5 / Max: 35.66Min: 35.57 / Avg: 35.86 / Max: 36.14

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1530456075SE +/- 0.51, N = 2SE +/- 0.34, N = 264.7065.7564.19
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1326395265Min: 64.19 / Avg: 64.7 / Max: 65.21Min: 63.85 / Avg: 64.19 / Max: 64.53

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U48121620SE +/- 0.12, N = 2SE +/- 0.08, N = 215.4515.2015.57
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U48121620Min: 15.32 / Avg: 15.45 / Max: 15.57Min: 15.49 / Avg: 15.57 / Max: 15.65

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U714212835SE +/- 0.06, N = 2SE +/- 0.17, N = 230.3829.9729.57
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U714212835Min: 30.32 / Avg: 30.38 / Max: 30.43Min: 29.4 / Avg: 29.57 / Max: 29.74

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U20406080100SE +/- 0.17, N = 2SE +/- 0.60, N = 298.69100.02101.34
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U20406080100Min: 98.52 / Avg: 98.69 / Max: 98.87Min: 100.75 / Avg: 101.34 / Max: 101.94

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U612182430SE +/- 0.46, N = 2SE +/- 0.06, N = 225.6324.3724.59
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U612182430Min: 25.17 / Avg: 25.63 / Max: 26.09Min: 24.53 / Avg: 24.59 / Max: 24.65

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645SE +/- 0.70, N = 2SE +/- 0.10, N = 239.0141.0140.66
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Sentiment Analysis, 80% Pruned Quantized BERT Base Uncased - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645Min: 38.31 / Avg: 39.01 / Max: 39.71Min: 40.55 / Avg: 40.66 / Max: 40.76

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U3691215SE +/- 0.06, N = 2SE +/- 0.01, N = 210.7010.5410.89
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U3691215Min: 10.64 / Avg: 10.7 / Max: 10.76Min: 10.89 / Avg: 10.89 / Max: 10.9

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U60120180240300SE +/- 1.57, N = 2SE +/- 0.31, N = 2279.97284.33275.04
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U50100150200250Min: 278.4 / Avg: 279.97 / Max: 281.54Min: 274.72 / Avg: 275.04 / Max: 275.35

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U3691215SE +/- 0.0693, N = 2SE +/- 0.0180, N = 29.04268.865510.2327
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U3691215Min: 8.97 / Avg: 9.04 / Max: 9.11Min: 10.21 / Avg: 10.23 / Max: 10.25

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U306090120150SE +/- 0.85, N = 2SE +/- 0.17, N = 2110.58112.7897.71
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U20406080100Min: 109.73 / Avg: 110.58 / Max: 111.43Min: 97.54 / Avg: 97.71 / Max: 97.89

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1020304050SE +/- 0.09, N = 2SE +/- 0.17, N = 243.9644.1844.28
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645Min: 43.87 / Avg: 43.96 / Max: 44.04Min: 44.12 / Avg: 44.28 / Max: 44.45

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1530456075SE +/- 0.15, N = 2SE +/- 0.26, N = 268.1867.8567.67
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1326395265Min: 68.04 / Avg: 68.18 / Max: 68.33Min: 67.4 / Avg: 67.67 / Max: 67.93

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645SE +/- 0.13, N = 2SE +/- 0.10, N = 240.4640.5640.75
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U816243240Min: 40.33 / Avg: 40.46 / Max: 40.59Min: 40.65 / Avg: 40.75 / Max: 40.85

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U612182430SE +/- 0.08, N = 2SE +/- 0.06, N = 224.7024.6424.53
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Baseline - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U612182430Min: 24.62 / Avg: 24.7 / Max: 24.79Min: 24.47 / Avg: 24.53 / Max: 24.59

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U60120180240300SE +/- 0.47, N = 2SE +/- 0.44, N = 2286.90285.74288.08
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U50100150200250Min: 286.44 / Avg: 286.9 / Max: 287.37Min: 287.64 / Avg: 288.08 / Max: 288.52

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U3691215SE +/- 0.02, N = 2SE +/- 0.02, N = 210.4310.4710.39
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U3691215Min: 10.41 / Avg: 10.43 / Max: 10.44Min: 10.37 / Avg: 10.39 / Max: 10.4

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U50100150200250SE +/- 0.03, N = 2SE +/- 0.14, N = 2155.96147.22211.81
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U4080120160200Min: 155.93 / Avg: 155.96 / Max: 155.99Min: 211.67 / Avg: 211.81 / Max: 211.94

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U246810SE +/- 0.0017, N = 2SE +/- 0.0029, N = 26.39386.77424.7072
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: ResNet-50, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U3691215Min: 6.39 / Avg: 6.39 / Max: 6.4Min: 4.7 / Avg: 4.71 / Max: 4.71

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025SE +/- 0.12, N = 2SE +/- 0.00, N = 220.9021.2121.19
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025Min: 20.78 / Avg: 20.9 / Max: 21.02Min: 21.19 / Avg: 21.19 / Max: 21.19

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U306090120150SE +/- 0.80, N = 2SE +/- 0.03, N = 2143.26141.30141.31
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U306090120150Min: 142.45 / Avg: 143.25 / Max: 144.06Min: 141.28 / Avg: 141.31 / Max: 141.34

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025SE +/- 0.04, N = 2SE +/- 0.03, N = 219.1418.7819.40
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025Min: 19.09 / Avg: 19.14 / Max: 19.18Min: 19.37 / Avg: 19.4 / Max: 19.43

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1224364860SE +/- 0.12, N = 2SE +/- 0.07, N = 252.2453.2351.53
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1122334455Min: 52.12 / Avg: 52.24 / Max: 52.36Min: 51.46 / Avg: 51.53 / Max: 51.6

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1.07322.14643.21964.29285.366SE +/- 0.0029, N = 2SE +/- 0.0053, N = 24.75613.65584.7697
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 4.75 / Avg: 4.76 / Max: 4.76Min: 4.76 / Avg: 4.77 / Max: 4.78

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U2004006008001000SE +/- 0.37, N = 2SE +/- 0.89, N = 2628.08814.77625.28
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U140280420560700Min: 627.71 / Avg: 628.08 / Max: 628.45Min: 624.39 / Avg: 625.28 / Max: 626.17

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U0.941.882.823.764.7SE +/- 0.0165, N = 2SE +/- 0.0037, N = 23.94983.99004.1777
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 3.93 / Avg: 3.95 / Max: 3.97Min: 4.17 / Avg: 4.18 / Max: 4.18

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U60120180240300SE +/- 1.06, N = 2SE +/- 0.21, N = 2253.17250.62239.35
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U50100150200250Min: 252.11 / Avg: 253.17 / Max: 254.23Min: 239.14 / Avg: 239.35 / Max: 239.57

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1020304050SE +/- 0.86, N = 2SE +/- 0.34, N = 240.3942.6440.72
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645Min: 39.54 / Avg: 40.39 / Max: 41.25Min: 40.38 / Avg: 40.72 / Max: 41.05

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1632486480SE +/- 1.57, N = 2SE +/- 0.58, N = 274.2270.3073.59
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1428425670Min: 72.66 / Avg: 74.22 / Max: 75.79Min: 73.01 / Avg: 73.59 / Max: 74.17

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645SE +/- 0.50, N = 2SE +/- 0.00, N = 238.8339.5839.77
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U816243240Min: 38.33 / Avg: 38.83 / Max: 39.33Min: 39.77 / Avg: 39.77 / Max: 39.77

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U612182430SE +/- 0.33, N = 2SE +/- 0.00, N = 225.7525.2625.13
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U612182430Min: 25.41 / Avg: 25.75 / Max: 26.08Min: 25.13 / Avg: 25.13 / Max: 25.14

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025SE +/- 0.05, N = 2SE +/- 0.02, N = 220.4020.1220.70
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025Min: 20.35 / Avg: 20.4 / Max: 20.45Min: 20.68 / Avg: 20.7 / Max: 20.72

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U306090120150SE +/- 0.34, N = 2SE +/- 0.21, N = 2146.86148.87144.78
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U306090120150Min: 146.52 / Avg: 146.86 / Max: 147.19Min: 144.57 / Avg: 144.78 / Max: 144.99

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025SE +/- 0.11, N = 2SE +/- 0.12, N = 218.3318.4519.00
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U510152025Min: 18.23 / Avg: 18.33 / Max: 18.44Min: 18.88 / Avg: 19 / Max: 19.12

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1224364860SE +/- 0.32, N = 2SE +/- 0.32, N = 254.5354.1852.62
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Detection, YOLOv5s COCO, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1122334455Min: 54.22 / Avg: 54.53 / Max: 54.85Min: 52.3 / Avg: 52.62 / Max: 52.94

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U816243240SE +/- 1.33, N = 2SE +/- 0.02, N = 231.9333.1233.21
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U714212835Min: 30.6 / Avg: 31.93 / Max: 33.26Min: 33.19 / Avg: 33.21 / Max: 33.23

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U20406080100SE +/- 3.95, N = 2SE +/- 0.04, N = 294.0490.4890.26
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U20406080100Min: 90.09 / Avg: 94.04 / Max: 97.98Min: 90.22 / Avg: 90.26 / Max: 90.3

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U714212835SE +/- 0.15, N = 2SE +/- 0.07, N = 230.6230.4431.09
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U714212835Min: 30.47 / Avg: 30.62 / Max: 30.77Min: 31.02 / Avg: 31.09 / Max: 31.17

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U816243240SE +/- 0.16, N = 2SE +/- 0.08, N = 232.6532.8432.15
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U714212835Min: 32.49 / Avg: 32.65 / Max: 32.81Min: 32.07 / Avg: 32.15 / Max: 32.23

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U0.93521.87042.80563.74084.676SE +/- 0.0054, N = 2SE +/- 0.0284, N = 24.13214.14954.1565
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 4.13 / Avg: 4.13 / Max: 4.14Min: 4.13 / Avg: 4.16 / Max: 4.18

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U160320480640800SE +/- 0.36, N = 2SE +/- 1.73, N = 2723.99718.17717.18
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U130260390520650Min: 723.63 / Avg: 723.99 / Max: 724.35Min: 715.45 / Avg: 717.18 / Max: 718.91

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U0.95151.9032.85453.8064.7575SE +/- 0.0081, N = 2SE +/- 0.0064, N = 24.21414.20714.2291
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 4.21 / Avg: 4.21 / Max: 4.22Min: 4.22 / Avg: 4.23 / Max: 4.24

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U50100150200250SE +/- 0.45, N = 2SE +/- 0.35, N = 2237.28237.68236.44
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: CV Segmentation, 90% Pruned YOLACT Pruned - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U4080120160200Min: 236.83 / Avg: 237.28 / Max: 237.73Min: 236.09 / Avg: 236.44 / Max: 236.8

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1020304050SE +/- 0.07, N = 2SE +/- 0.03, N = 243.8143.7643.98
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645Min: 43.74 / Avg: 43.81 / Max: 43.88Min: 43.95 / Avg: 43.98 / Max: 44.02

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1530456075SE +/- 0.12, N = 2SE +/- 0.06, N = 268.4168.4368.14
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U1326395265Min: 68.29 / Avg: 68.41 / Max: 68.53Min: 68.08 / Avg: 68.14 / Max: 68.2

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U714212835SE +/- 0.26, N = 2SE +/- 0.34, N = 227.8528.5926.59
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U612182430Min: 27.59 / Avg: 27.85 / Max: 28.12Min: 26.25 / Avg: 26.59 / Max: 26.93

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U918273645SE +/- 0.34, N = 2SE +/- 0.48, N = 235.9034.9637.60
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: BERT-Large, NLP Question Answering, Sparse INT8 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U816243240Min: 35.55 / Avg: 35.9 / Max: 36.24Min: 37.12 / Avg: 37.6 / Max: 38.08

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U48121620SE +/- 1.07, N = 2SE +/- 0.68, N = 215.3615.3013.31
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U48121620Min: 14.29 / Avg: 15.36 / Max: 16.42Min: 12.63 / Avg: 13.31 / Max: 13.98

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U50100150200250SE +/- 13.53, N = 2SE +/- 11.53, N = 2196.05195.84225.73
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U4080120160200Min: 182.52 / Avg: 196.05 / Max: 209.59Min: 214.2 / Avg: 225.73 / Max: 237.26

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U48121620SE +/- 0.67, N = 2SE +/- 0.16, N = 214.3214.8914.75
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U48121620Min: 13.64 / Avg: 14.32 / Max: 14.99Min: 14.59 / Avg: 14.75 / Max: 14.91

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1632486480SE +/- 3.28, N = 2SE +/- 0.74, N = 269.9967.1567.78
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U1428425670Min: 66.71 / Avg: 69.99 / Max: 73.28Min: 67.05 / Avg: 67.78 / Max: 68.52

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U0.80011.60022.40033.20044.0005SE +/- 0.0136, N = 2SE +/- 0.0062, N = 23.50123.55583.4493
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 3.49 / Avg: 3.5 / Max: 3.51Min: 3.44 / Avg: 3.45 / Max: 3.46

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U2004006008001000SE +/- 1.82, N = 2SE +/- 2.42, N = 2851.96842.48865.64
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-StreamabAMD Renoir - AMD Ryzen 5 4500U150300450600750Min: 850.14 / Avg: 851.96 / Max: 853.78Min: 863.22 / Avg: 865.64 / Max: 868.06

OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U0.75871.51742.27613.03483.7935SE +/- 0.0772, N = 2SE +/- 0.0234, N = 23.30803.37182.9676
OpenBenchmarking.orgitems/sec, More Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U246810Min: 3.23 / Avg: 3.31 / Max: 3.39Min: 2.94 / Avg: 2.97 / Max: 2.99

OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U70140210280350SE +/- 7.05, N = 2SE +/- 2.66, N = 2302.46296.57336.98
OpenBenchmarking.orgms/batch, Fewer Is BetterNeural Magic DeepSparse 1.5Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-StreamabAMD Renoir - AMD Ryzen 5 4500U60120180240300Min: 295.4 / Avg: 302.46 / Max: 309.51Min: 334.33 / Avg: 336.98 / Max: 339.64

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetabAMD Renoir - AMD Ryzen 5 4500U612182430SE +/- 0.15, N = 2SE +/- 0.05, N = 226.9227.0226.79MIN: 26.1 / MAX: 45.94MIN: 26.45 / MAX: 32.06MIN: 25.89 / MAX: 86.671. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mobilenetabAMD Renoir - AMD Ryzen 5 4500U612182430Min: 26.77 / Avg: 26.92 / Max: 27.06Min: 26.73 / Avg: 26.79 / Max: 26.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2abAMD Renoir - AMD Ryzen 5 4500U246810SE +/- 0.19, N = 2SE +/- 0.16, N = 27.678.027.89MIN: 7.1 / MAX: 21.52MIN: 7.08 / MAX: 22.24MIN: 6.89 / MAX: 23.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v2-v2 - Model: mobilenet-v2abAMD Renoir - AMD Ryzen 5 4500U3691215Min: 7.48 / Avg: 7.67 / Max: 7.86Min: 7.73 / Avg: 7.89 / Max: 8.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3abAMD Renoir - AMD Ryzen 5 4500U246810SE +/- 0.15, N = 2SE +/- 0.11, N = 26.406.416.34MIN: 5.23 / MAX: 21.11MIN: 5.28 / MAX: 22.1MIN: 5.17 / MAX: 24.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU-v3-v3 - Model: mobilenet-v3abAMD Renoir - AMD Ryzen 5 4500U3691215Min: 6.25 / Avg: 6.4 / Max: 6.55Min: 6.23 / Avg: 6.34 / Max: 6.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2abAMD Renoir - AMD Ryzen 5 4500U1.16782.33563.50344.67125.839SE +/- 0.11, N = 2SE +/- 0.08, N = 25.005.194.81MIN: 3.96 / MAX: 21.02MIN: 4.05 / MAX: 19.52MIN: 3.93 / MAX: 21.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: shufflenet-v2abAMD Renoir - AMD Ryzen 5 4500U246810Min: 4.89 / Avg: 5 / Max: 5.11Min: 4.73 / Avg: 4.81 / Max: 4.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetabAMD Renoir - AMD Ryzen 5 4500U246810SE +/- 0.25, N = 2SE +/- 0.36, N = 25.886.315.93MIN: 5.21 / MAX: 22.5MIN: 5.18 / MAX: 18.06MIN: 5.06 / MAX: 22.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: mnasnetabAMD Renoir - AMD Ryzen 5 4500U3691215Min: 5.63 / Avg: 5.88 / Max: 6.13Min: 5.57 / Avg: 5.93 / Max: 6.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0abAMD Renoir - AMD Ryzen 5 4500U3691215SE +/- 0.19, N = 2SE +/- 0.15, N = 211.6411.8711.41MIN: 10.62 / MAX: 33.04MIN: 10.56 / MAX: 29.61MIN: 10.41 / MAX: 63.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: efficientnet-b0abAMD Renoir - AMD Ryzen 5 4500U3691215Min: 11.45 / Avg: 11.64 / Max: 11.82Min: 11.26 / Avg: 11.41 / Max: 11.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceabAMD Renoir - AMD Ryzen 5 4500U0.32630.65260.97891.30521.6315SE +/- 0.06, N = 2SE +/- 0.01, N = 21.451.361.26MIN: 1.27 / MAX: 7.7MIN: 1.24 / MAX: 7.56MIN: 1.19 / MAX: 5.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: blazefaceabAMD Renoir - AMD Ryzen 5 4500U246810Min: 1.39 / Avg: 1.45 / Max: 1.5Min: 1.25 / Avg: 1.26 / Max: 1.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetabAMD Renoir - AMD Ryzen 5 4500U510152025SE +/- 0.04, N = 2SE +/- 0.66, N = 220.6621.2720.95MIN: 19.67 / MAX: 46.35MIN: 19.64 / MAX: 48.18MIN: 19.48 / MAX: 65.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: googlenetabAMD Renoir - AMD Ryzen 5 4500U510152025Min: 20.62 / Avg: 20.66 / Max: 20.69Min: 20.28 / Avg: 20.95 / Max: 21.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16abAMD Renoir - AMD Ryzen 5 4500U20406080100SE +/- 0.16, N = 2SE +/- 0.09, N = 293.4393.6993.72MIN: 91.03 / MAX: 140.17MIN: 91.65 / MAX: 138.85MIN: 91.26 / MAX: 109.981. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vgg16abAMD Renoir - AMD Ryzen 5 4500U20406080100Min: 93.27 / Avg: 93.43 / Max: 93.59Min: 93.63 / Avg: 93.72 / Max: 93.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18abAMD Renoir - AMD Ryzen 5 4500U48121620SE +/- 0.22, N = 2SE +/- 0.28, N = 215.3515.3615.47MIN: 14.65 / MAX: 35.35MIN: 14.62 / MAX: 31.58MIN: 14.36 / MAX: 32.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet18abAMD Renoir - AMD Ryzen 5 4500U48121620Min: 15.13 / Avg: 15.35 / Max: 15.56Min: 15.19 / Avg: 15.47 / Max: 15.741. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetabAMD Renoir - AMD Ryzen 5 4500U3691215SE +/- 0.03, N = 2SE +/- 0.01, N = 210.8210.7910.74MIN: 10.44 / MAX: 22.89MIN: 10.5 / MAX: 13.68MIN: 10.36 / MAX: 20.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: alexnetabAMD Renoir - AMD Ryzen 5 4500U3691215Min: 10.79 / Avg: 10.82 / Max: 10.84Min: 10.72 / Avg: 10.74 / Max: 10.751. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50abAMD Renoir - AMD Ryzen 5 4500U816243240SE +/- 0.08, N = 2SE +/- 0.25, N = 235.4535.7135.63MIN: 34.36 / MAX: 53MIN: 34.37 / MAX: 52.21MIN: 34.42 / MAX: 98.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: resnet50abAMD Renoir - AMD Ryzen 5 4500U816243240Min: 35.37 / Avg: 35.45 / Max: 35.52Min: 35.38 / Avg: 35.63 / Max: 35.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyabAMD Renoir - AMD Ryzen 5 4500U918273645SE +/- 0.11, N = 2SE +/- 0.30, N = 240.6840.6640.64MIN: 39.56 / MAX: 80.12MIN: 39.41 / MAX: 82.29MIN: 39.51 / MAX: 87.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: yolov4-tinyabAMD Renoir - AMD Ryzen 5 4500U816243240Min: 40.57 / Avg: 40.68 / Max: 40.79Min: 40.34 / Avg: 40.64 / Max: 40.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdabAMD Renoir - AMD Ryzen 5 4500U510152025SE +/- 0.03, N = 2SE +/- 0.10, N = 218.5018.4018.00MIN: 17.94 / MAX: 33.27MIN: 17.89 / MAX: 32.97MIN: 17.57 / MAX: 23.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: squeezenet_ssdabAMD Renoir - AMD Ryzen 5 4500U510152025Min: 18.47 / Avg: 18.5 / Max: 18.52Min: 17.9 / Avg: 18 / Max: 18.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mabAMD Renoir - AMD Ryzen 5 4500U3691215SE +/- 0.07, N = 2SE +/- 0.24, N = 29.589.949.83MIN: 9.2 / MAX: 14.22MIN: 9.16 / MAX: 28.5MIN: 9.12 / MAX: 28.661. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: regnety_400mabAMD Renoir - AMD Ryzen 5 4500U3691215Min: 9.51 / Avg: 9.58 / Max: 9.64Min: 9.59 / Avg: 9.83 / Max: 10.071. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerabAMD Renoir - AMD Ryzen 5 4500U50100150200250SE +/- 1.68, N = 2SE +/- 0.75, N = 2242.25241.22237.12MIN: 238.66 / MAX: 266.75MIN: 238.33 / MAX: 292.19MIN: 234.17 / MAX: 277.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: vision_transformerabAMD Renoir - AMD Ryzen 5 4500U4080120160200Min: 240.57 / Avg: 242.25 / Max: 243.92Min: 236.37 / Avg: 237.12 / Max: 237.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetabAMD Renoir - AMD Ryzen 5 4500U1.15652.3133.46954.6265.7825SE +/- 0.04, N = 2SE +/- 0.01, N = 25.145.135.05MIN: 5.03 / MAX: 9.54MIN: 4.94 / MAX: 16.65MIN: 4.94 / MAX: 9.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: CPU - Model: FastestDetabAMD Renoir - AMD Ryzen 5 4500U246810Min: 5.09 / Avg: 5.14 / Max: 5.18Min: 5.03 / Avg: 5.05 / Max: 5.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetabAMD Renoir - AMD Ryzen 5 4500U612182430SE +/- 0.12, N = 2SE +/- 0.08, N = 226.9526.9826.80MIN: 26 / MAX: 45.37MIN: 25.99 / MAX: 42.84MIN: 25.92 / MAX: 84.561. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetabAMD Renoir - AMD Ryzen 5 4500U612182430Min: 26.83 / Avg: 26.95 / Max: 27.07Min: 26.72 / Avg: 26.8 / Max: 26.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2abAMD Renoir - AMD Ryzen 5 4500U246810SE +/- 0.07, N = 2SE +/- 0.01, N = 27.417.607.43MIN: 7.11 / MAX: 22.18MIN: 6.99 / MAX: 21.57MIN: 6.93 / MAX: 45.861. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2abAMD Renoir - AMD Ryzen 5 4500U3691215Min: 7.34 / Avg: 7.41 / Max: 7.47Min: 7.42 / Avg: 7.43 / Max: 7.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3abAMD Renoir - AMD Ryzen 5 4500U246810SE +/- 0.36, N = 2SE +/- 0.17, N = 25.956.396.37MIN: 5.17 / MAX: 18.42MIN: 5.27 / MAX: 18.54MIN: 5.15 / MAX: 27.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3abAMD Renoir - AMD Ryzen 5 4500U3691215Min: 5.59 / Avg: 5.95 / Max: 6.31Min: 6.2 / Avg: 6.37 / Max: 6.531. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2abAMD Renoir - AMD Ryzen 5 4500U1.17232.34463.51694.68925.8615SE +/- 0.27, N = 2SE +/- 0.10, N = 24.435.214.52MIN: 3.95 / MAX: 19.63MIN: 4.05 / MAX: 23.72MIN: 3.96 / MAX: 20.361. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2abAMD Renoir - AMD Ryzen 5 4500U246810Min: 4.16 / Avg: 4.43 / Max: 4.69Min: 4.42 / Avg: 4.52 / Max: 4.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetabAMD Renoir - AMD Ryzen 5 4500U1.32982.65963.98945.31926.649SE +/- 0.14, N = 2SE +/- 0.30, N = 25.515.915.81MIN: 5.23 / MAX: 42.79MIN: 5.25 / MAX: 22.88MIN: 5 / MAX: 22.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetabAMD Renoir - AMD Ryzen 5 4500U246810Min: 5.37 / Avg: 5.51 / Max: 5.64Min: 5.51 / Avg: 5.81 / Max: 6.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0