r8g.4xlarge amazon testing on Amazon Linux 2023.4.20240401 via the Phoronix Test Suite. r8g.4xlarge: Processor: ARMv8 Neoverse-V2 (16 Cores), Motherboard: Amazon EC2 r8g.4xlarge (1.0 BIOS), Chipset: Amazon Device 0200, Memory: 128GB, Disk: 215GB Amazon Elastic Block Store, Network: Amazon Elastic OS: Amazon Linux 2023.4.20240401, Kernel: 6.1.82-99.168.amzn2023.aarch64 (aarch64) 20240325, Compiler: GCC 11.4.1 20230605, File-System: xfs, System Layer: amazon Stream 2013-01-17 Type: Copy MB/s > Higher Is Better r8g.4xlarge . 359144.9 |======================================================= Stream 2013-01-17 Type: Scale MB/s > Higher Is Better r8g.4xlarge . 349984.9 |======================================================= Stream 2013-01-17 Type: Triad MB/s > Higher Is Better r8g.4xlarge . 328641.1 |======================================================= Stream 2013-01-17 Type: Add MB/s > Higher Is Better r8g.4xlarge . 327849.2 |======================================================= CacheBench Test: Read MB/s > Higher Is Better r8g.4xlarge . 10672.77 |======================================================= CacheBench Test: Write MB/s > Higher Is Better r8g.4xlarge . 39949.98 |======================================================= CacheBench Test: Read / Modify / Write MB/s > Higher Is Better r8g.4xlarge . 81049.39 |======================================================= GNU GMP GMPbench 6.2.1 Total Time GMPbench Score > Higher Is Better r8g.4xlarge . 4818.9 |========================================================= Zstd Compression 1.5.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 2961.1 |========================================================= Zstd Compression 1.5.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 1390.9 |========================================================= Zstd Compression 1.5.4 Compression Level: 8 - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 655.2 |========================================================== Zstd Compression 1.5.4 Compression Level: 8 - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 1517.3 |========================================================= Zstd Compression 1.5.4 Compression Level: 12 - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 208.1 |========================================================== Zstd Compression 1.5.4 Compression Level: 12 - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 1483.0 |========================================================= Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 15 |============================================================= Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 1289.3 |========================================================= Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 1236.3 |========================================================= Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 1407.3 |========================================================= Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 740.7 |========================================================== Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 1527.6 |========================================================= Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 8.06 |=========================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 1270.1 |========================================================= LZ4 Compression 1.9.4 Compression Level: 1 - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 716.67 |========================================================= LZ4 Compression 1.9.4 Compression Level: 1 - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 3856.6 |========================================================= LZ4 Compression 1.9.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 110.91 |========================================================= LZ4 Compression 1.9.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 3438.5 |========================================================= LZ4 Compression 1.9.4 Compression Level: 9 - Compression Speed MB/s > Higher Is Better r8g.4xlarge . 36.10 |========================================================== LZ4 Compression 1.9.4 Compression Level: 9 - Decompression Speed MB/s > Higher Is Better r8g.4xlarge . 3525.3 |========================================================= OpenSSL 3.1 Algorithm: SHA256 byte/s > Higher Is Better r8g.4xlarge . 16105222607 |==================================================== OpenSSL 3.1 Algorithm: SHA512 byte/s > Higher Is Better r8g.4xlarge . 9299066767 |===================================================== OpenSSL 3.1 Algorithm: RSA4096 sign/s > Higher Is Better r8g.4xlarge . 2870.6 |========================================================= OpenSSL 3.1 Algorithm: RSA4096 verify/s > Higher Is Better r8g.4xlarge . 199253.5 |======================================================= OpenSSL 3.1 Algorithm: ChaCha20 byte/s > Higher Is Better r8g.4xlarge . 27604832893 |==================================================== OpenSSL 3.1 Algorithm: AES-128-GCM byte/s > Higher Is Better r8g.4xlarge . 76402437783 |==================================================== OpenSSL 3.1 Algorithm: AES-256-GCM byte/s > Higher Is Better r8g.4xlarge . 67679553673 |==================================================== OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 byte/s > Higher Is Better r8g.4xlarge . 20049221860 |==================================================== Botan 2.17.3 Test: KASUMI MiB/s > Higher Is Better r8g.4xlarge . 81.17 |========================================================== Botan 2.17.3 Test: KASUMI - Decrypt MiB/s > Higher Is Better r8g.4xlarge . 81.70 |========================================================== Botan 2.17.3 Test: AES-256 MiB/s > Higher Is Better r8g.4xlarge . 6831.76 |======================================================== Botan 2.17.3 Test: AES-256 - Decrypt MiB/s > Higher Is Better r8g.4xlarge . 6841.95 |======================================================== Botan 2.17.3 Test: Twofish MiB/s > Higher Is Better r8g.4xlarge . 279.77 |========================================================= Botan 2.17.3 Test: Twofish - Decrypt MiB/s > Higher Is Better r8g.4xlarge . 282.36 |========================================================= Botan 2.17.3 Test: Blowfish MiB/s > Higher Is Better r8g.4xlarge . 324.59 |========================================================= Botan 2.17.3 Test: Blowfish - Decrypt MiB/s > Higher Is Better r8g.4xlarge . 322.63 |========================================================= Botan 2.17.3 Test: CAST-256 MiB/s > Higher Is Better r8g.4xlarge . 121.38 |========================================================= Botan 2.17.3 Test: CAST-256 - Decrypt MiB/s > Higher Is Better r8g.4xlarge . 121.79 |========================================================= Botan 2.17.3 Test: ChaCha20Poly1305 MiB/s > Higher Is Better r8g.4xlarge . 423.73 |========================================================= Botan 2.17.3 Test: ChaCha20Poly1305 - Decrypt MiB/s > Higher Is Better r8g.4xlarge . 415.62 |========================================================= x264 2022-02-22 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better r8g.4xlarge . 33.46 |========================================================== x264 2022-02-22 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better r8g.4xlarge . 141.03 |========================================================= x265 3.6 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better r8g.4xlarge . 16.31 |========================================================== x265 3.6 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better r8g.4xlarge . 60.93 |========================================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better r8g.4xlarge . 259 |============================================================ PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better r8g.4xlarge . 296 |============================================================ PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better r8g.4xlarge . 106 |============================================================ PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better r8g.4xlarge . 119 |============================================================ PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better r8g.4xlarge . 138 |============================================================ PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better r8g.4xlarge . 16.6 |=========================================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better r8g.4xlarge . 498 |============================================================ PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better r8g.4xlarge . 21.1 |=========================================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better r8g.4xlarge . 110 |============================================================ PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better r8g.4xlarge . 148 |============================================================ PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better r8g.4xlarge . 7.48 |=========================================================== PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better r8g.4xlarge . 49.1 |=========================================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better r8g.4xlarge . 455 |============================================================ CppPerformanceBenchmarks 9 Test: Atol Seconds < Lower Is Better r8g.4xlarge . 45.67 |========================================================== CppPerformanceBenchmarks 9 Test: Ctype Seconds < Lower Is Better r8g.4xlarge . 22.09 |========================================================== CppPerformanceBenchmarks 9 Test: Math Library Seconds < Lower Is Better r8g.4xlarge . 249.28 |========================================================= CppPerformanceBenchmarks 9 Test: Random Numbers Seconds < Lower Is Better r8g.4xlarge . 1056.30 |======================================================== CppPerformanceBenchmarks 9 Test: Stepanov Vector Seconds < Lower Is Better r8g.4xlarge . 60.35 |========================================================== CppPerformanceBenchmarks 9 Test: Function Objects Seconds < Lower Is Better r8g.4xlarge . 12.27 |========================================================== CppPerformanceBenchmarks 9 Test: Stepanov Abstraction Seconds < Lower Is Better r8g.4xlarge . 25.20 |========================================================== GraphicsMagick 1.3.43 Operation: Swirl Iterations Per Minute > Higher Is Better r8g.4xlarge . 181 |============================================================ GraphicsMagick 1.3.43 Operation: Rotate Iterations Per Minute > Higher Is Better r8g.4xlarge . 231 |============================================================ GraphicsMagick 1.3.43 Operation: Sharpen Iterations Per Minute > Higher Is Better r8g.4xlarge . 81 |============================================================= GraphicsMagick 1.3.43 Operation: Enhanced Iterations Per Minute > Higher Is Better r8g.4xlarge . 68 |============================================================= GraphicsMagick 1.3.43 Operation: Resizing Iterations Per Minute > Higher Is Better r8g.4xlarge . 379 |============================================================ GraphicsMagick 1.3.43 Operation: Noise-Gaussian Iterations Per Minute > Higher Is Better r8g.4xlarge . 91 |============================================================= GraphicsMagick 1.3.43 Operation: HWB Color Space Iterations Per Minute > Higher Is Better r8g.4xlarge . 353 |============================================================ Smallpt 1.0 Global Illumination Renderer; 128 Samples Seconds < Lower Is Better r8g.4xlarge . 6.487 |========================================================== Stockfish 16.1 Chess Benchmark Nodes Per Second > Higher Is Better r8g.4xlarge . 18498182 |======================================================= C-Ray 1.1 Total Time - 4K, 16 Rays Per Pixel Seconds < Lower Is Better r8g.4xlarge . 28.44 |========================================================== SciMark 2.0 Computational Test: Composite Mflops > Higher Is Better r8g.4xlarge . 606.65 |========================================================= SciMark 2.0 Computational Test: Monte Carlo Mflops > Higher Is Better r8g.4xlarge . 135.35 |========================================================= SciMark 2.0 Computational Test: Fast Fourier Transform Mflops > Higher Is Better r8g.4xlarge . 386.09 |========================================================= SciMark 2.0 Computational Test: Sparse Matrix Multiply Mflops > Higher Is Better r8g.4xlarge . 630.76 |========================================================= SciMark 2.0 Computational Test: Dense LU Matrix Factorization Mflops > Higher Is Better r8g.4xlarge . 759.55 |========================================================= SciMark 2.0 Computational Test: Jacobi Successive Over-Relaxation Mflops > Higher Is Better r8g.4xlarge . 1121.54 |======================================================== Renaissance 0.14 Test: Scala Dotty ms < Lower Is Better Renaissance 0.14 Test: Random Forest ms < Lower Is Better Renaissance 0.14 Test: ALS Movie Lens ms < Lower Is Better Renaissance 0.14 Test: Apache Spark ALS ms < Lower Is Better Renaissance 0.14 Test: Apache Spark Bayes ms < Lower Is Better Renaissance 0.14 Test: Savina Reactors.IO ms < Lower Is Better Renaissance 0.14 Test: Apache Spark PageRank ms < Lower Is Better Renaissance 0.14 Test: Finagle HTTP Requests ms < Lower Is Better Renaissance 0.14 Test: In-Memory Database Shootout ms < Lower Is Better Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures ms < Lower Is Better DaCapo Benchmark 23.11 Java Test: Jython msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Eclipse msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: GraphChi msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Tradesoap msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Tradebeans msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Spring Boot msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Kafka msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Tomcat msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: jMonkeyEngine msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Cassandra msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Xalan XSLT msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Batik SVG Toolkit msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: H2 Database Engine msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: FOP Print Formatter msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: PMD Source Code Analyzer msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Lucene Search Index msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Lucene Search Engine msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Avrora AVR Simulation Framework msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: BioJava Biological Data Framework msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Zxing 1D/2D Barcode Image Processing msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: H2O In-Memory Platform For Machine Learning msec < Lower Is Better BlogBench 1.1 Test: Read Final Score > Higher Is Better r8g.4xlarge . 3940767 |======================================================== BlogBench 1.1 Test: Write Final Score > Higher Is Better r8g.4xlarge . 10679 |========================================================== nginx 1.23.2 Connections: 1 Requests Per Second > Higher Is Better nginx 1.23.2 Connections: 20 Requests Per Second > Higher Is Better r8g.4xlarge . 83542.50 |======================================================= nginx 1.23.2 Connections: 100 Requests Per Second > Higher Is Better r8g.4xlarge . 100860.57 |====================================================== nginx 1.23.2 Connections: 200 Requests Per Second > Higher Is Better r8g.4xlarge . 102498.57 |====================================================== nginx 1.23.2 Connections: 500 Requests Per Second > Higher Is Better r8g.4xlarge . 100329.07 |====================================================== nginx 1.23.2 Connections: 1000 Requests Per Second > Higher Is Better r8g.4xlarge . 96708.89 |======================================================= nginx 1.23.2 Connections: 4000 Requests Per Second > Higher Is Better r8g.4xlarge . 79039.29 |======================================================= Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r8g.4xlarge . 2494214.25 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r8g.4xlarge . 2630419.35 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r8g.4xlarge . 2228193.21 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r8g.4xlarge . 2218605.41 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r8g.4xlarge . 2412926.43 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r8g.4xlarge . 2096293.46 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r8g.4xlarge . 2141589.45 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r8g.4xlarge . 2570209.93 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r8g.4xlarge . 2551128.06 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r8g.4xlarge . 2644681.95 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r8g.4xlarge . 2413706.65 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r8g.4xlarge . 1977320.29 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r8g.4xlarge . 2381517.13 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r8g.4xlarge . 2410412.48 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r8g.4xlarge . 2468036.02 |===================================================== Apache Cassandra 4.1.3 Test: Writes Op/s > Higher Is Better Apache Cassandra 4.1.3 Test: Mixed 1:1 Op/s > Higher Is Better Apache Cassandra 4.1.3 Test: Mixed 1:3 Op/s > Higher Is Better libjpeg-turbo tjbench 2.1.0 Test: Decompression Throughput Megapixels/sec > Higher Is Better VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Fast Frames Per Second > Higher Is Better r8g.4xlarge . 1.864 |========================================================== VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Faster Frames Per Second > Higher Is Better r8g.4xlarge . 4.476 |========================================================== VVenC 1.11 Video Input: Bosphorus 1080p - Video Preset: Fast Frames Per Second > Higher Is Better r8g.4xlarge . 6.191 |========================================================== VVenC 1.11 Video Input: Bosphorus 1080p - Video Preset: Faster Frames Per Second > Higher Is Better r8g.4xlarge . 14.38 |========================================================== NCNN 20230517 Target: CPU - Model: mobilenet ms < Lower Is Better r8g.4xlarge . 5.53 |=========================================================== NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better r8g.4xlarge . 1.53 |=========================================================== NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better r8g.4xlarge . 1.29 |=========================================================== NCNN 20230517 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better r8g.4xlarge . 1.16 |=========================================================== NCNN 20230517 Target: CPU - Model: mnasnet ms < Lower Is Better r8g.4xlarge . 1.36 |=========================================================== NCNN 20230517 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better r8g.4xlarge . 2.16 |=========================================================== NCNN 20230517 Target: CPU - Model: blazeface ms < Lower Is Better r8g.4xlarge . 0.98 |=========================================================== NCNN 20230517 Target: CPU - Model: googlenet ms < Lower Is Better r8g.4xlarge . 3.62 |=========================================================== NCNN 20230517 Target: CPU - Model: vgg16 ms < Lower Is Better r8g.4xlarge . 8.54 |=========================================================== NCNN 20230517 Target: CPU - Model: resnet18 ms < Lower Is Better r8g.4xlarge . 2.07 |=========================================================== NCNN 20230517 Target: CPU - Model: alexnet ms < Lower Is Better r8g.4xlarge . 2.22 |=========================================================== NCNN 20230517 Target: CPU - Model: resnet50 ms < Lower Is Better r8g.4xlarge . 5.44 |=========================================================== NCNN 20230517 Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better r8g.4xlarge . 5.53 |=========================================================== NCNN 20230517 Target: CPU - Model: yolov4-tiny ms < Lower Is Better r8g.4xlarge . 7.65 |=========================================================== NCNN 20230517 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better r8g.4xlarge . 3.80 |=========================================================== NCNN 20230517 Target: CPU - Model: regnety_400m ms < Lower Is Better r8g.4xlarge . 4.53 |=========================================================== NCNN 20230517 Target: CPU - Model: vision_transformer ms < Lower Is Better r8g.4xlarge . 73.55 |========================================================== NCNN 20230517 Target: CPU - Model: FastestDet ms < Lower Is Better r8g.4xlarge . 1.57 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better r8g.4xlarge . 5.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better r8g.4xlarge . 1.53 |=========================================================== NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better r8g.4xlarge . 1.30 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better r8g.4xlarge . 1.16 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better r8g.4xlarge . 1.36 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better r8g.4xlarge . 2.28 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better r8g.4xlarge . 0.87 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better r8g.4xlarge . 3.63 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better r8g.4xlarge . 8.5 |============================================================ NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better r8g.4xlarge . 2.07 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better r8g.4xlarge . 2.28 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better r8g.4xlarge . 5.45 |=========================================================== NCNN 20230517 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better r8g.4xlarge . 5.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better r8g.4xlarge . 7.69 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better r8g.4xlarge . 3.81 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better r8g.4xlarge . 4.57 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better r8g.4xlarge . 71.99 |========================================================== NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better r8g.4xlarge . 1.52 |=========================================================== libxsmm 2-1.17-3645 M N K: 128 GFLOPS/s > Higher Is Better libxsmm 2-1.17-3645 M N K: 256 GFLOPS/s > Higher Is Better libxsmm 2-1.17-3645 M N K: 32 GFLOPS/s > Higher Is Better libxsmm 2-1.17-3645 M N K: 64 GFLOPS/s > Higher Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 500 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 1000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 500 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 100 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 500 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 100 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 500 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 2000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 1000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 20000000 - Partitions: 2000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 1000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 40000000 - Partitions: 2000 Seconds < Lower Is Better ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache Queries Per Minute, Geo Mean > Higher Is Better r8g.4xlarge . 289.33 |========================================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run Queries Per Minute, Geo Mean > Higher Is Better r8g.4xlarge . 306.20 |========================================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Queries Per Minute, Geo Mean > Higher Is Better r8g.4xlarge . 306.69 |=========================================================