r7g.4xlarge amazon testing on Amazon Linux 2023.4.20240401 via the Phoronix Test Suite. r7g.4xlarge: Processor: ARMv8 Neoverse-V1 (16 Cores), Motherboard: Amazon EC2 r7g.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 r7g.4xlarge . 225658.3 |======================================================= Stream 2013-01-17 Type: Scale MB/s > Higher Is Better r7g.4xlarge . 225050.1 |======================================================= Stream 2013-01-17 Type: Triad MB/s > Higher Is Better r7g.4xlarge . 213691.0 |======================================================= Stream 2013-01-17 Type: Add MB/s > Higher Is Better r7g.4xlarge . 213584.8 |======================================================= CacheBench Test: Read MB/s > Higher Is Better r7g.4xlarge . 9907.19 |======================================================== CacheBench Test: Write MB/s > Higher Is Better r7g.4xlarge . 38901.48 |======================================================= CacheBench Test: Read / Modify / Write MB/s > Higher Is Better r7g.4xlarge . 77743.75 |======================================================= GNU GMP GMPbench 6.2.1 GMPbench Score > Higher Is Better Zstd Compression 1.5.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 2050.2 |========================================================= Zstd Compression 1.5.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 1164.3 |========================================================= Zstd Compression 1.5.4 Compression Level: 8 - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 518.8 |========================================================== Zstd Compression 1.5.4 Compression Level: 8 - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 1245.8 |========================================================= Zstd Compression 1.5.4 Compression Level: 12 - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 167.4 |========================================================== Zstd Compression 1.5.4 Compression Level: 12 - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 1192.9 |========================================================= Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 11.9 |=========================================================== Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 1041.2 |========================================================= Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 1064.3 |========================================================= Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 1198.8 |========================================================= Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 598.4 |========================================================== Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 1254.7 |========================================================= Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 6.02 |=========================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 1069.9 |========================================================= LZ4 Compression 1.9.4 Compression Level: 1 - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 605.47 |========================================================= LZ4 Compression 1.9.4 Compression Level: 1 - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 3291.0 |========================================================= LZ4 Compression 1.9.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 89.81 |========================================================== LZ4 Compression 1.9.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 2952.4 |========================================================= LZ4 Compression 1.9.4 Compression Level: 9 - Compression Speed MB/s > Higher Is Better r7g.4xlarge . 31.41 |========================================================== LZ4 Compression 1.9.4 Compression Level: 9 - Decompression Speed MB/s > Higher Is Better r7g.4xlarge . 3011.4 |========================================================= OpenSSL 3.1 Algorithm: SHA256 byte/s > Higher Is Better r7g.4xlarge . 13441375783 |==================================================== OpenSSL 3.1 Algorithm: SHA512 byte/s > Higher Is Better r7g.4xlarge . 7943468107 |===================================================== OpenSSL 3.1 Algorithm: RSA4096 sign/s > Higher Is Better r7g.4xlarge . 2561.5 |========================================================= OpenSSL 3.1 Algorithm: RSA4096 verify/s > Higher Is Better r7g.4xlarge . 178204.7 |======================================================= OpenSSL 3.1 Algorithm: ChaCha20 byte/s > Higher Is Better r7g.4xlarge . 25868587007 |==================================================== OpenSSL 3.1 Algorithm: AES-128-GCM byte/s > Higher Is Better r7g.4xlarge . 83521036743 |==================================================== OpenSSL 3.1 Algorithm: AES-256-GCM byte/s > Higher Is Better r7g.4xlarge . 71152167780 |==================================================== OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 byte/s > Higher Is Better r7g.4xlarge . 18626038990 |==================================================== Botan 2.17.3 Test: KASUMI MiB/s > Higher Is Better r7g.4xlarge . 65.57 |========================================================== Botan 2.17.3 Test: KASUMI - Decrypt MiB/s > Higher Is Better r7g.4xlarge . 66.98 |========================================================== Botan 2.17.3 Test: AES-256 MiB/s > Higher Is Better r7g.4xlarge . 5455.19 |======================================================== Botan 2.17.3 Test: AES-256 - Decrypt MiB/s > Higher Is Better r7g.4xlarge . 5453.82 |======================================================== Botan 2.17.3 Test: Twofish MiB/s > Higher Is Better r7g.4xlarge . 241.72 |========================================================= Botan 2.17.3 Test: Twofish - Decrypt MiB/s > Higher Is Better r7g.4xlarge . 243.87 |========================================================= Botan 2.17.3 Test: Blowfish MiB/s > Higher Is Better r7g.4xlarge . 280.81 |========================================================= Botan 2.17.3 Test: Blowfish - Decrypt MiB/s > Higher Is Better r7g.4xlarge . 276.53 |========================================================= Botan 2.17.3 Test: CAST-256 MiB/s > Higher Is Better r7g.4xlarge . 109.31 |========================================================= Botan 2.17.3 Test: CAST-256 - Decrypt MiB/s > Higher Is Better r7g.4xlarge . 109.49 |========================================================= Botan 2.17.3 Test: ChaCha20Poly1305 MiB/s > Higher Is Better r7g.4xlarge . 373.37 |========================================================= Botan 2.17.3 Test: ChaCha20Poly1305 - Decrypt MiB/s > Higher Is Better r7g.4xlarge . 367.54 |========================================================= x264 2022-02-22 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better r7g.4xlarge . 27.53 |========================================================== x264 2022-02-22 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better r7g.4xlarge . 116.17 |========================================================= x265 3.6 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better r7g.4xlarge . 13.75 |========================================================== x265 3.6 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better r7g.4xlarge . 49.63 |========================================================== PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better r7g.4xlarge . 329 |============================================================ PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better r7g.4xlarge . 381 |============================================================ PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better r7g.4xlarge . 142 |============================================================ PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better r7g.4xlarge . 164 |============================================================ PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better r7g.4xlarge . 168 |============================================================ PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better r7g.4xlarge . 22.1 |=========================================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better r7g.4xlarge . 668 |============================================================ PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better r7g.4xlarge . 28.9 |=========================================================== PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better r7g.4xlarge . 158 |============================================================ PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better r7g.4xlarge . 195 |============================================================ PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better r7g.4xlarge . 10 |============================================================= PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better r7g.4xlarge . 63.5 |=========================================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better r7g.4xlarge . 595 |============================================================ CppPerformanceBenchmarks 9 Test: Atol Seconds < Lower Is Better r7g.4xlarge . 62.67 |========================================================== CppPerformanceBenchmarks 9 Test: Ctype Seconds < Lower Is Better r7g.4xlarge . 28.73 |========================================================== CppPerformanceBenchmarks 9 Test: Math Library Seconds < Lower Is Better r7g.4xlarge . 316.62 |========================================================= CppPerformanceBenchmarks 9 Test: Random Numbers Seconds < Lower Is Better r7g.4xlarge . 1165.46 |======================================================== CppPerformanceBenchmarks 9 Test: Stepanov Vector Seconds < Lower Is Better r7g.4xlarge . 90.00 |========================================================== CppPerformanceBenchmarks 9 Test: Function Objects Seconds < Lower Is Better r7g.4xlarge . 15.23 |========================================================== CppPerformanceBenchmarks 9 Test: Stepanov Abstraction Seconds < Lower Is Better r7g.4xlarge . 31.84 |========================================================== GraphicsMagick 1.3.43 Operation: Swirl Iterations Per Minute > Higher Is Better r7g.4xlarge . 151 |============================================================ GraphicsMagick 1.3.43 Operation: Rotate Iterations Per Minute > Higher Is Better r7g.4xlarge . 162 |============================================================ GraphicsMagick 1.3.43 Operation: Sharpen Iterations Per Minute > Higher Is Better r7g.4xlarge . 81 |============================================================= GraphicsMagick 1.3.43 Operation: Enhanced Iterations Per Minute > Higher Is Better r7g.4xlarge . 56 |============================================================= GraphicsMagick 1.3.43 Operation: Resizing Iterations Per Minute > Higher Is Better r7g.4xlarge . 286 |============================================================ GraphicsMagick 1.3.43 Operation: Noise-Gaussian Iterations Per Minute > Higher Is Better r7g.4xlarge . 75 |============================================================= GraphicsMagick 1.3.43 Operation: HWB Color Space Iterations Per Minute > Higher Is Better r7g.4xlarge . 298 |============================================================ Smallpt 1.0 Global Illumination Renderer; 128 Samples Seconds < Lower Is Better r7g.4xlarge . 7.676 |========================================================== Stockfish 16.1 Chess Benchmark Nodes Per Second > Higher Is Better r7g.4xlarge . 14645937 |======================================================= C-Ray 1.1 Total Time - 4K, 16 Rays Per Pixel Seconds < Lower Is Better r7g.4xlarge . 38.91 |========================================================== SciMark 2.0 Computational Test: Composite Mflops > Higher Is Better r7g.4xlarge . 537.45 |========================================================= SciMark 2.0 Computational Test: Monte Carlo Mflops > Higher Is Better r7g.4xlarge . 121.15 |========================================================= SciMark 2.0 Computational Test: Fast Fourier Transform Mflops > Higher Is Better r7g.4xlarge . 346.81 |========================================================= SciMark 2.0 Computational Test: Sparse Matrix Multiply Mflops > Higher Is Better r7g.4xlarge . 554.77 |========================================================= SciMark 2.0 Computational Test: Dense LU Matrix Factorization Mflops > Higher Is Better r7g.4xlarge . 715.06 |========================================================= SciMark 2.0 Computational Test: Jacobi Successive Over-Relaxation Mflops > Higher Is Better r7g.4xlarge . 949.49 |========================================================= 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 r7g.4xlarge . 4050734 |======================================================== BlogBench 1.1 Test: Write Final Score > Higher Is Better r7g.4xlarge . 10598 |========================================================== nginx 1.23.2 Connections: 1 Requests Per Second > Higher Is Better nginx 1.23.2 Connections: 20 Requests Per Second > Higher Is Better r7g.4xlarge . 65205.30 |======================================================= nginx 1.23.2 Connections: 100 Requests Per Second > Higher Is Better r7g.4xlarge . 77802.22 |======================================================= nginx 1.23.2 Connections: 200 Requests Per Second > Higher Is Better r7g.4xlarge . 79573.43 |======================================================= nginx 1.23.2 Connections: 500 Requests Per Second > Higher Is Better r7g.4xlarge . 77795.5 |======================================================== nginx 1.23.2 Connections: 1000 Requests Per Second > Higher Is Better r7g.4xlarge . 74965.04 |======================================================= nginx 1.23.2 Connections: 4000 Requests Per Second > Higher Is Better r7g.4xlarge . 69003.52 |======================================================= Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r7g.4xlarge . 1786164.87 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r7g.4xlarge . 1888088.64 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r7g.4xlarge . 1595327.93 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r7g.4xlarge . 1581133.53 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r7g.4xlarge . 1729318.31 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r7g.4xlarge . 1497886.42 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r7g.4xlarge . 1569255.07 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r7g.4xlarge . 1869781.07 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r7g.4xlarge . 1852520.19 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r7g.4xlarge . 1960192.69 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r7g.4xlarge . 1657396.37 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r7g.4xlarge . 1398117.78 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r7g.4xlarge . 1661985.56 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r7g.4xlarge . 1696476.57 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r7g.4xlarge . 1928291.79 |===================================================== 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 r7g.4xlarge . 1.526 |========================================================== VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Faster Frames Per Second > Higher Is Better r7g.4xlarge . 3.660 |========================================================== VVenC 1.11 Video Input: Bosphorus 1080p - Video Preset: Fast Frames Per Second > Higher Is Better r7g.4xlarge . 4.898 |========================================================== VVenC 1.11 Video Input: Bosphorus 1080p - Video Preset: Faster Frames Per Second > Higher Is Better r7g.4xlarge . 10.64 |========================================================== NCNN 20230517 Target: CPU - Model: mobilenet ms < Lower Is Better r7g.4xlarge . 6.44 |=========================================================== NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better r7g.4xlarge . 1.83 |=========================================================== NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better r7g.4xlarge . 1.51 |=========================================================== NCNN 20230517 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better r7g.4xlarge . 1.33 |=========================================================== NCNN 20230517 Target: CPU - Model: mnasnet ms < Lower Is Better r7g.4xlarge . 1.65 |=========================================================== NCNN 20230517 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better r7g.4xlarge . 2.78 |=========================================================== NCNN 20230517 Target: CPU - Model: blazeface ms < Lower Is Better r7g.4xlarge . 0.99 |=========================================================== NCNN 20230517 Target: CPU - Model: googlenet ms < Lower Is Better r7g.4xlarge . 4.22 |=========================================================== NCNN 20230517 Target: CPU - Model: vgg16 ms < Lower Is Better r7g.4xlarge . 10.13 |========================================================== NCNN 20230517 Target: CPU - Model: resnet18 ms < Lower Is Better r7g.4xlarge . 2.47 |=========================================================== NCNN 20230517 Target: CPU - Model: alexnet ms < Lower Is Better r7g.4xlarge . 2.52 |=========================================================== NCNN 20230517 Target: CPU - Model: resnet50 ms < Lower Is Better r7g.4xlarge . 6.14 |=========================================================== NCNN 20230517 Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better r7g.4xlarge . 6.44 |=========================================================== NCNN 20230517 Target: CPU - Model: yolov4-tiny ms < Lower Is Better r7g.4xlarge . 9.34 |=========================================================== NCNN 20230517 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better r7g.4xlarge . 4.28 |=========================================================== NCNN 20230517 Target: CPU - Model: regnety_400m ms < Lower Is Better r7g.4xlarge . 5.24 |=========================================================== NCNN 20230517 Target: CPU - Model: vision_transformer ms < Lower Is Better r7g.4xlarge . 88.64 |========================================================== NCNN 20230517 Target: CPU - Model: FastestDet ms < Lower Is Better r7g.4xlarge . 1.76 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better r7g.4xlarge . 6.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better r7g.4xlarge . 1.75 |=========================================================== NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better r7g.4xlarge . 1.50 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better r7g.4xlarge . 1.32 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better r7g.4xlarge . 1.57 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better r7g.4xlarge . 2.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better r7g.4xlarge . 0.99 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better r7g.4xlarge . 4.34 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better r7g.4xlarge . 9.97 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better r7g.4xlarge . 2.58 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better r7g.4xlarge . 2.59 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better r7g.4xlarge . 6.14 |=========================================================== NCNN 20230517 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better r7g.4xlarge . 6.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better r7g.4xlarge . 9.30 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better r7g.4xlarge . 4.25 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better r7g.4xlarge . 5.21 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better r7g.4xlarge . 88.52 |========================================================== NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better r7g.4xlarge . 1.74 |=========================================================== libxsmm 2-1.17-3645 M N K: 128 GFLOPS/s > Higher Is Better r7g.4xlarge . 342.7 |========================================================== libxsmm 2-1.17-3645 M N K: 256 GFLOPS/s > Higher Is Better r7g.4xlarge . 366.0 |========================================================== libxsmm 2-1.17-3645 M N K: 32 GFLOPS/s > Higher Is Better r7g.4xlarge . 277.9 |========================================================== libxsmm 2-1.17-3645 M N K: 64 GFLOPS/s > Higher Is Better r7g.4xlarge . 343.2 |========================================================== 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