System76 Thelio Astra ARM Desktop Benchmarks

ARMv8 Neoverse-N1 testing with a System76 Thelio Astra (3.02 BIOS) and NVIDIA RTX A400/PCIe 4GB on Ubuntu 24.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2410228-NE-SYSTEM76T27&sor&gru.

System76 Thelio Astra ARM Desktop BenchmarksProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionAstrabcARMv8 Neoverse-N1 @ 3.00GHz (128 Cores)System76 Thelio Astra (3.02 BIOS)Ampere Computing LLC Altra PCI Root Complex A8 x 32GB DDR4-3200MT/s Micron 18ASF4G72PDZ-3G2F11024GB KINGSTON SKC3000S1024GNVIDIA RTX A400/PCIe 4GBNVIDIA Device 2291DELL P2415Q2 x Intel X550 + Intel I210Ubuntu 24.046.8.0-47-generic-64k (aarch64)GNOME Shell 46.0X Server 1.21.1.11NVIDIA 550.107.024.6.0GCC 13.2.0ext43840x2160OpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=aarch64-linux-gnu --disable-libquadmath --disable-libquadmath-support --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-fix-cortex-a53-843419 --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-backtrace --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-dIwDw0/gcc-13-13.2.0/debian/tmp-nvptx/usr --enable-plugin --enable-shared --enable-threads=posix --host=aarch64-linux-gnu --program-prefix=aarch64-linux-gnu- --target=aarch64-linux-gnu --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-target-system-zlib=auto --without-cuda-driver -v Processor Details- Scaling Governor: cppc_cpufreq schedutil (Boost: Disabled)Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected

System76 Thelio Astra ARM Desktop Benchmarksopenssl: SHA256openssl: SHA512openssl: ChaCha20openssl: AES-128-GCMopenssl: AES-256-GCMopenssl: ChaCha20-Poly1305x265: Bosphorus 4Kx265: Bosphorus 1080psimdjson: Kostyasimdjson: TopTweetsimdjson: LargeRandsimdjson: PartialTweetssimdjson: DistinctUserIDgraphics-magick: Swirlgraphics-magick: Rotategraphics-magick: Sharpengraphics-magick: Enhancedgraphics-magick: Resizinggraphics-magick: Noise-Gaussiangraphics-magick: HWB Color Spacecompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingcompress-7zip: Compression Ratingcompress-7zip: Decompression Ratingwebp: Defaultwebp: Quality 100webp: Quality 100, Losslesswebp: Quality 100, Highest Compressionwebp: Quality 100, Lossless, Highest Compressionstockfish: Chess Benchmarkgromacs: water_GMX50_barelitert: DeepLab V3litert: SqueezeNetlitert: Inception V4litert: NASNet Mobilelitert: Mobilenet Floatlitert: Mobilenet Quantlitert: Inception ResNet V2litert: Quantized COCO SSD MobileNet v1glibc-bench: cosglibc-bench: expglibc-bench: ffsglibc-bench: powglibc-bench: singlibc-bench: log2glibc-bench: modfglibc-bench: sinhglibc-bench: sqrtglibc-bench: tanhglibc-bench: asinhglibc-bench: atanhglibc-bench: ffsllglibc-bench: sincosglibc-bench: pthread_oncepovray: Trace Timebuild-wasmer: Time To Compileencode-opus: WAV To Opus Encodexnnpack: FP32MobileNetV1xnnpack: FP32MobileNetV2xnnpack: FP32MobileNetV3Largexnnpack: FP32MobileNetV3Smallxnnpack: FP16MobileNetV1xnnpack: FP16MobileNetV2xnnpack: FP16MobileNetV3Largexnnpack: FP16MobileNetV3Smallxnnpack: QS8MobileNetV2Astrabc94135048230338938466601613969588203774085810903044950925301119509119005.337.711.481.860.61.821.868001561043261542503643946965434963965765483439.026.270.892.500.37829898044.8633118.612150.5325438.723818.41774.171238.8826366.82677.1130.17835.121112.3456211.147826.14546.231562.3536113.08652.4073319.234812.644716.62522.010915.70752.023187.67559.06749.22717382268384624031068184829752235208393126743510339042073501613895693703773417433803044530023101119567132005.37.681.481.860.61.821.867981581043271542463503902945461983906315488619.066.240.932.500.37560531214.8612989.332285.2625850.723179.31649.081218.7126530.92719.7730.1375.119912.3452511.139326.13576.231832.3536713.13982.4069919.24512.646516.59582.0108315.70462.011487.65958.76649.27516932281399624631066197130392158205494032241650339055108401614741525803770637768003044303527901119692600705.377.751.481.860.61.821.868001511033241542433783961085462904048885493059.106.240.952.490.37624286484.8673018.232205.4724910.523364.21757.91235.6226528.12725.1830.16145.121152.345311.154126.14226.231612.3536613.07922.4069619.218712.650716.61132.0108215.70822.011447.60159.11649.195174922173901242210541854296721872022OpenBenchmarking.org

OpenSSL

Algorithm: SHA256

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA256Astracb20000M40000M60000M80000M100000M9413504823094032241650931267435101. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

OpenSSL

Algorithm: SHA512

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: SHA512cbAstra7000M14000M21000M28000M35000M3390551084033904207350338938466601. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

OpenSSL

Algorithm: ChaCha20

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20cAstrab30000M60000M90000M120000M150000M1614741525801613969588201613895693701. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

OpenSSL

Algorithm: AES-128-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-128-GCMAstrabc80000M160000M240000M320000M400000M3774085810903773417433803770637768001. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

OpenSSL

Algorithm: AES-256-GCM

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: AES-256-GCMAstrabc70000M140000M210000M280000M350000M3044950925303044530023103044303527901. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

OpenSSL

Algorithm: ChaCha20-Poly1305

OpenBenchmarking.orgbyte/s, More Is BetterOpenSSLAlgorithm: ChaCha20-Poly1305cbAstra20000M40000M60000M80000M100000M1119692600701119567132001119509119001. OpenSSL 3.0.13 30 Jan 2024 (Library: OpenSSL 3.0.13 30 Jan 2024)

x265

Video Input: Bosphorus 4K

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 4KcAstrab1.20832.41663.62494.83326.04155.375.335.301. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

x265

Video Input: Bosphorus 1080p

OpenBenchmarking.orgFrames Per Second, More Is Betterx265Video Input: Bosphorus 1080pcAstrab2468107.757.717.681. x265 [info]: HEVC encoder version 3.5+1-f0c1022b6

simdjson

Throughput Test: Kostya

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: KostyacbAstra0.3330.6660.9991.3321.6651.481.481.481. (CXX) g++ options: -O3 -lrt

simdjson

Throughput Test: TopTweet

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: TopTweetcbAstra0.41850.8371.25551.6742.09251.861.861.861. (CXX) g++ options: -O3 -lrt

simdjson

Throughput Test: LargeRandom

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: LargeRandomcbAstra0.1350.270.4050.540.6750.60.60.61. (CXX) g++ options: -O3 -lrt

simdjson

Throughput Test: PartialTweets

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: PartialTweetscbAstra0.40950.8191.22851.6382.04751.821.821.821. (CXX) g++ options: -O3 -lrt

simdjson

Throughput Test: DistinctUserID

OpenBenchmarking.orgGB/s, More Is Bettersimdjson 3.10Throughput Test: DistinctUserIDcbAstra0.41850.8371.25551.6742.09251.861.861.861. (CXX) g++ options: -O3 -lrt

GraphicsMagick

Operation: Swirl

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagickOperation: SwirlcAstrab20040060080010008008007981. GraphicsMagick 1.3.42 2023-09-23 Q16 http://www.GraphicsMagick.org/

GraphicsMagick

Operation: Rotate

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagickOperation: RotatebAstrac3060901201501581561511. GraphicsMagick 1.3.42 2023-09-23 Q16 http://www.GraphicsMagick.org/

GraphicsMagick

Operation: Sharpen

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagickOperation: SharpenbAstrac204060801001041041031. GraphicsMagick 1.3.42 2023-09-23 Q16 http://www.GraphicsMagick.org/

GraphicsMagick

Operation: Enhanced

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagickOperation: EnhancedbAstrac701402102803503273263241. GraphicsMagick 1.3.42 2023-09-23 Q16 http://www.GraphicsMagick.org/

GraphicsMagick

Operation: Resizing

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagickOperation: ResizingcbAstra3060901201501541541541. GraphicsMagick 1.3.42 2023-09-23 Q16 http://www.GraphicsMagick.org/

GraphicsMagick

Operation: Noise-Gaussian

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagickOperation: Noise-GaussianAstrabc501001502002502502462431. GraphicsMagick 1.3.42 2023-09-23 Q16 http://www.GraphicsMagick.org/

GraphicsMagick

Operation: HWB Color Space

OpenBenchmarking.orgIterations Per Minute, More Is BetterGraphicsMagickOperation: HWB Color SpacecAstrab801602403204003783643501. GraphicsMagick 1.3.42 2023-09-23 Q16 http://www.GraphicsMagick.org/

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Compression RatingcAstrab80K160K240K320K400K3961083946963902941. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip Compression 24.05Test: Decompression RatingcbAstra120K240K360K480K600K5462905461985434961. (CXX) g++ options: -lpthread -ldl -O2 -fPIC

7-Zip Compression

Test: Compression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Compression RatingcAstrab90K180K270K360K450K4048883965763906311. 7-Zip 23.01 (arm64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

7-Zip Compression

Test: Decompression Rating

OpenBenchmarking.orgMIPS, More Is Better7-Zip CompressionTest: Decompression RatingcbAstra120K240K360K480K600K5493055488615483431. 7-Zip 23.01 (arm64) : Copyright (c) 1999-2023 Igor Pavlov : 2023-06-20

WebP Image Encode

Encode Settings: Default

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: DefaultcbAstra36912159.109.069.021. (CC) gcc options: -fvisibility=hidden -O2 -lm

WebP Image Encode

Encode Settings: Quality 100

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100Astracb2468106.276.246.241. (CC) gcc options: -fvisibility=hidden -O2 -lm

WebP Image Encode

Encode Settings: Quality 100, Lossless

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, LosslesscbAstra0.21380.42760.64140.85521.0690.950.930.891. (CC) gcc options: -fvisibility=hidden -O2 -lm

WebP Image Encode

Encode Settings: Quality 100, Highest Compression

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Highest CompressionbAstrac0.56251.1251.68752.252.81252.502.502.491. (CC) gcc options: -fvisibility=hidden -O2 -lm

WebP Image Encode

Encode Settings: Quality 100, Lossless, Highest Compression

OpenBenchmarking.orgMP/s, More Is BetterWebP Image Encode 1.4Encode Settings: Quality 100, Lossless, Highest CompressioncbAstra0.08330.16660.24990.33320.41650.370.370.371. (CC) gcc options: -fvisibility=hidden -O2 -lm

Stockfish

Chess Benchmark

OpenBenchmarking.orgNodes Per Second, More Is BetterStockfishChess BenchmarkAstracb20M40M60M80M100M8298980462428648560531211. Stockfish 16 by the Stockfish developers (see AUTHORS file)

GROMACS

Input: water_GMX50_bare

OpenBenchmarking.orgNs Per Day, More Is BetterGROMACSInput: water_GMX50_barecAstrab1.09512.19023.28534.38045.47554.8674.8634.8611. GROMACS version: 2023.3-Ubuntu_2023.3_1ubuntu3

LiteRT

Model: DeepLab V3

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: DeepLab V3bcAstra70014002100280035002989.333018.233118.61

LiteRT

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: SqueezeNetAstracb50010001500200025002150.532205.472285.26

LiteRT

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception V4cAstrab6K12K18K24K30K24910.525438.725850.7

LiteRT

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: NASNet MobilebcAstra5K10K15K20K25K23179.323364.223818.4

LiteRT

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet FloatbcAstra4008001200160020001649.081757.901774.17

LiteRT

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Mobilenet QuantbcAstra300600900120015001218.711235.621238.88

LiteRT

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Inception ResNet V2Astracb6K12K18K24K30K26366.826528.126530.9

LiteRT

Model: Quantized COCO SSD MobileNet v1

OpenBenchmarking.orgMicroseconds, Fewer Is BetterLiteRT 2024-10-15Model: Quantized COCO SSD MobileNet v1Astrabc60012001800240030002677.112719.772725.18

Glibc Benchmarks

Benchmark: cos

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: cosbcAstra71421283530.1430.1630.181. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: exp

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: expbAstrac1.15232.30463.45694.60925.76155.119915.121115.121151. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: ffs

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: ffsbcAstra0.52781.05561.58342.11122.6392.345252.345302.345621. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: pow

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: powbAstrac369121511.1411.1511.151. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: sin

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: sinbcAstra61218243026.1426.1426.151. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: log2

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: log2Astracb2468106.231566.231616.231831. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: modf

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: modfAstracb0.52961.05921.58882.11842.6482.353612.353662.353671. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: sinh

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: sinhcAstrab369121513.0813.0913.141. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: sqrt

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: sqrtcbAstra0.54161.08321.62482.16642.7082.406962.406992.407331. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: tanh

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: tanhcAstrab51015202519.2219.2319.251. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: asinh

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: asinhAstrabc369121512.6412.6512.651. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: atanh

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: atanhbcAstra4812162016.6016.6116.631. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: ffsll

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: ffsllcbAstra0.45250.9051.35751.812.26252.010822.010832.010901. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: sincos

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: sincosbAstrac4812162015.7015.7115.711. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

Glibc Benchmarks

Benchmark: pthread_once

OpenBenchmarking.orgns, Fewer Is BetterGlibc Benchmarks 2.39Benchmark: pthread_oncecbAstra0.45520.91041.36561.82082.2762.011442.011482.023181. (CC) gcc options: -pie -nostdlib -nostartfiles -lgcc -lgcc_s

POV-Ray

Trace Time

OpenBenchmarking.orgSeconds, Fewer Is BetterPOV-RayTrace TimecbAstra2468107.6017.6597.6751. POV-Ray 3.7.0.10.unofficial

Timed Wasmer Compilation

Time To Compile

OpenBenchmarking.orgSeconds, Fewer Is BetterTimed Wasmer Compilation 2.3Time To CompilebAstrac132639526558.7759.0759.121. (CC) gcc options: -ldl -lgcc_s -lutil -lrt -lpthread -lm -lc -pie -nodefaultlibs

Opus Codec Encoding

WAV To Opus Encode

OpenBenchmarking.orgSeconds, Fewer Is BetterOpus Codec Encoding 1.5.2WAV To Opus EncodecAstrab112233445549.2049.2349.281. (CXX) g++ options: -O3 -fvisibility=hidden -logg -lm

XNNPACK

Model: FP32MobileNetV1

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV1bAstrac4008001200160020001693173817491. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP32MobileNetV2

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV2cAstrab50010001500200025002217226822811. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP32MobileNetV3Large

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3LargeAstracb90018002700360045003846390139961. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP32MobileNetV3Small

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP32MobileNetV3SmallAstracb50010001500200025002403242224631. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP16MobileNetV1

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV1cbAstra20040060080010001054106610681. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP16MobileNetV2

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV2Astracb4008001200160020001848185419711. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP16MobileNetV3Large

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3LargecAstrab70014002100280035002967297530391. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: FP16MobileNetV3Small

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: FP16MobileNetV3SmallbcAstra50010001500200025002158218722351. (CXX) g++ options: -O3 -lrt -lm

XNNPACK

Model: QS8MobileNetV2

OpenBenchmarking.orgus, Fewer Is BetterXNNPACK b7b048Model: QS8MobileNetV2cbAstra4008001200160020002022205420831. (CXX) g++ options: -O3 -lrt -lm

Phoronix Test Suite v10.8.5