r6g.4xlarge amazon testing on Amazon Linux 2023.4.20240401 via the Phoronix Test Suite. r6g.4xlarge: Processor: ARMv8 Neoverse-N1 (16 Cores), Motherboard: Amazon EC2 r6g.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 libxsmm 2-1.17-3645 M N K: 256 GFLOPS/s > Higher Is Better r6g.4xlarge . 195.6 |========================================================== libxsmm 2-1.17-3645 M N K: 128 GFLOPS/s > Higher Is Better r6g.4xlarge . 193.7 |========================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Queries Per Minute, Geo Mean > Higher Is Better r6g.4xlarge . 173.74 |========================================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run Queries Per Minute, Geo Mean > Higher Is Better r6g.4xlarge . 172.74 |========================================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache Queries Per Minute, Geo Mean > Higher Is Better r6g.4xlarge . 167.51 |========================================================= CppPerformanceBenchmarks 9 Test: Random Numbers Seconds < Lower Is Better r6g.4xlarge . 1527.68 |======================================================== Stockfish 16.1 Chess Benchmark Nodes Per Second > Higher Is Better r6g.4xlarge . 9545114 |======================================================== CppPerformanceBenchmarks 9 Test: Math Library Seconds < Lower Is Better r6g.4xlarge . 513.44 |========================================================= VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Fast Frames Per Second > Higher Is Better r6g.4xlarge . 1.224 |========================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r6g.4xlarge . 1163292.46 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r6g.4xlarge . 1244474.80 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r6g.4xlarge . 1163553.10 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r6g.4xlarge . 1239372.06 |===================================================== Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 577.5 |========================================================== Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 8.78 |=========================================================== BlogBench 1.1 Test: Read Final Score > Higher Is Better r6g.4xlarge . 3005792 |======================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r6g.4xlarge . 1102905.86 |===================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 594.7 |========================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 4.38 |=========================================================== VVenC 1.11 Video Input: Bosphorus 4K - Video Preset: Faster Frames Per Second > Higher Is Better r6g.4xlarge . 2.810 |========================================================== OpenSSL 3.1 Algorithm: ChaCha20-Poly1305 byte/s > Higher Is Better r6g.4xlarge . 11687814487 |==================================================== OpenSSL 3.1 Algorithm: AES-256-GCM byte/s > Higher Is Better r6g.4xlarge . 32230997017 |==================================================== OpenSSL 3.1 Algorithm: AES-128-GCM byte/s > Higher Is Better r6g.4xlarge . 39725140013 |==================================================== OpenSSL 3.1 Algorithm: ChaCha20 byte/s > Higher Is Better r6g.4xlarge . 16854830557 |==================================================== OpenSSL 3.1 Algorithm: SHA512 byte/s > Higher Is Better r6g.4xlarge . 3617155013 |===================================================== OpenSSL 3.1 Algorithm: SHA256 byte/s > Higher Is Better r6g.4xlarge . 10712087513 |==================================================== VVenC 1.11 Video Input: Bosphorus 1080p - Video Preset: Fast Frames Per Second > Higher Is Better r6g.4xlarge . 3.899 |========================================================== PyPerformance 1.0.0 Benchmark: raytrace Milliseconds < Lower Is Better r6g.4xlarge . 843 |============================================================ CacheBench Test: Read / Modify / Write MB/s > Higher Is Better r6g.4xlarge . 49943.27 |======================================================= CacheBench Test: Write MB/s > Higher Is Better r6g.4xlarge . 31540.11 |======================================================= CacheBench Test: Read MB/s > Higher Is Better r6g.4xlarge . 9525.61 |======================================================== InfluxDB 1.8.2 Concurrent Streams: 4 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 val/sec > Higher Is Better r6g.4xlarge . 846280.1 |======================================================= InfluxDB 1.8.2 Concurrent Streams: 64 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 val/sec > Higher Is Better r6g.4xlarge . 868239.9 |======================================================= InfluxDB 1.8.2 Concurrent Streams: 1024 - Batch Size: 10000 - Tags: 2,5000,1 - Points Per Series: 10000 val/sec > Higher Is Better r6g.4xlarge . 877865.3 |======================================================= PyPerformance 1.0.0 Benchmark: python_startup Milliseconds < Lower Is Better r6g.4xlarge . 13.6 |=========================================================== CppPerformanceBenchmarks 9 Test: Stepanov Vector Seconds < Lower Is Better r6g.4xlarge . 103.33 |========================================================= PyPerformance 1.0.0 Benchmark: 2to3 Milliseconds < Lower Is Better r6g.4xlarge . 523 |============================================================ nginx 1.23.2 Connections: 4000 Requests Per Second > Higher Is Better r6g.4xlarge . 41597.09 |======================================================= nginx 1.23.2 Connections: 1000 Requests Per Second > Higher Is Better r6g.4xlarge . 46502.49 |======================================================= CppPerformanceBenchmarks 9 Test: Atol Seconds < Lower Is Better r6g.4xlarge . 90.40 |========================================================== nginx 1.23.2 Connections: 500 Requests Per Second > Higher Is Better r6g.4xlarge . 46400.13 |======================================================= nginx 1.23.2 Connections: 200 Requests Per Second > Higher Is Better r6g.4xlarge . 46386.48 |======================================================= nginx 1.23.2 Connections: 100 Requests Per Second > Higher Is Better r6g.4xlarge . 44934.26 |======================================================= nginx 1.23.2 Connections: 20 Requests Per Second > Higher Is Better r6g.4xlarge . 39441.33 |======================================================= PyPerformance 1.0.0 Benchmark: go Milliseconds < Lower Is Better r6g.4xlarge . 419 |============================================================ CppPerformanceBenchmarks 9 Test: Ctype Seconds < Lower Is Better r6g.4xlarge . 77.43 |========================================================== VVenC 1.11 Video Input: Bosphorus 1080p - Video Preset: Faster Frames Per Second > Higher Is Better r6g.4xlarge . 7.991 |========================================================== x265 3.6 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better r6g.4xlarge . 7.98 |=========================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 500 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r6g.4xlarge . 1216162.20 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r6g.4xlarge . 919351.79 |====================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r6g.4xlarge . 1028622.85 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r6g.4xlarge . 1091836.03 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 100 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r6g.4xlarge . 1200393.02 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 10:1 Ops/sec > Higher Is Better r6g.4xlarge . 1072272.83 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better r6g.4xlarge . 1106619.44 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better r6g.4xlarge . 1239410.54 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:10 Ops/sec > Higher Is Better r6g.4xlarge . 1296678.95 |===================================================== Redis 7.0.12 + memtier_benchmark 2.0 Protocol: Redis - Clients: 50 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better r6g.4xlarge . 1328112.15 |===================================================== Zstd Compression 1.5.4 Compression Level: 12 - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 696.9 |========================================================== Zstd Compression 1.5.4 Compression Level: 12 - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 107.9 |========================================================== C-Ray 1.1 Total Time - 4K, 16 Rays Per Pixel Seconds < Lower Is Better r6g.4xlarge . 62.02 |========================================================== Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 785.6 |========================================================== Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 386.7 |========================================================== Zstd Compression 1.5.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 767.5 |========================================================== Zstd Compression 1.5.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 1364.9 |========================================================= Zstd Compression 1.5.4 Compression Level: 8 - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 781.1 |========================================================== Zstd Compression 1.5.4 Compression Level: 8 - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 346.5 |========================================================== Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 794.5 |========================================================== Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 558.4 |========================================================== GraphicsMagick 1.3.43 Operation: Sharpen Iterations Per Minute > Higher Is Better r6g.4xlarge . 48 |============================================================= GraphicsMagick 1.3.43 Operation: Noise-Gaussian Iterations Per Minute > Higher Is Better r6g.4xlarge . 50 |============================================================= GraphicsMagick 1.3.43 Operation: Swirl Iterations Per Minute > Higher Is Better r6g.4xlarge . 106 |============================================================ GraphicsMagick 1.3.43 Operation: Rotate Iterations Per Minute > Higher Is Better r6g.4xlarge . 109 |============================================================ GraphicsMagick 1.3.43 Operation: HWB Color Space Iterations Per Minute > Higher Is Better r6g.4xlarge . 186 |============================================================ GraphicsMagick 1.3.43 Operation: Resizing Iterations Per Minute > Higher Is Better r6g.4xlarge . 194 |============================================================ OpenSSL 3.1 Algorithm: RSA4096 verify/s > Higher Is Better r6g.4xlarge . 53955.6 |======================================================== OpenSSL 3.1 Algorithm: RSA4096 sign/s > Higher Is Better r6g.4xlarge . 662.4 |========================================================== GraphicsMagick 1.3.43 Operation: Enhanced Iterations Per Minute > Higher Is Better r6g.4xlarge . 35 |============================================================= NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better r6g.4xlarge . 2.74 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better r6g.4xlarge . 90.76 |========================================================== NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better r6g.4xlarge . 7.13 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better r6g.4xlarge . 6.17 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better r6g.4xlarge . 12.88 |========================================================== NCNN 20230517 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better r6g.4xlarge . 8.82 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better r6g.4xlarge . 8.13 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better r6g.4xlarge . 3.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better r6g.4xlarge . 3.33 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better r6g.4xlarge . 13.66 |========================================================== NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better r6g.4xlarge . 5.52 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better r6g.4xlarge . 1.68 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better r6g.4xlarge . 3.58 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better r6g.4xlarge . 2.13 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better r6g.4xlarge . 1.98 |=========================================================== NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better r6g.4xlarge . 2.06 |=========================================================== NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better r6g.4xlarge . 2.42 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better r6g.4xlarge . 8.82 |=========================================================== NCNN 20230517 Target: CPU - Model: FastestDet ms < Lower Is Better r6g.4xlarge . 2.70 |=========================================================== NCNN 20230517 Target: CPU - Model: vision_transformer ms < Lower Is Better r6g.4xlarge . 90.23 |========================================================== NCNN 20230517 Target: CPU - Model: regnety_400m ms < Lower Is Better r6g.4xlarge . 6.97 |=========================================================== NCNN 20230517 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better r6g.4xlarge . 6.45 |=========================================================== NCNN 20230517 Target: CPU - Model: yolov4-tiny ms < Lower Is Better r6g.4xlarge . 12.83 |========================================================== NCNN 20230517 Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ms < Lower Is Better r6g.4xlarge . 8.79 |=========================================================== NCNN 20230517 Target: CPU - Model: resnet50 ms < Lower Is Better r6g.4xlarge . 8.30 |=========================================================== NCNN 20230517 Target: CPU - Model: alexnet ms < Lower Is Better r6g.4xlarge . 3.53 |=========================================================== NCNN 20230517 Target: CPU - Model: resnet18 ms < Lower Is Better r6g.4xlarge . 3.32 |=========================================================== NCNN 20230517 Target: CPU - Model: vgg16 ms < Lower Is Better r6g.4xlarge . 13.70 |========================================================== NCNN 20230517 Target: CPU - Model: googlenet ms < Lower Is Better r6g.4xlarge . 5.52 |=========================================================== NCNN 20230517 Target: CPU - Model: blazeface ms < Lower Is Better r6g.4xlarge . 1.67 |=========================================================== NCNN 20230517 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better r6g.4xlarge . 3.57 |=========================================================== NCNN 20230517 Target: CPU - Model: mnasnet ms < Lower Is Better r6g.4xlarge . 2.29 |=========================================================== NCNN 20230517 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better r6g.4xlarge . 1.99 |=========================================================== NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better r6g.4xlarge . 2.07 |=========================================================== NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better r6g.4xlarge . 2.42 |=========================================================== NCNN 20230517 Target: CPU - Model: mobilenet ms < Lower Is Better r6g.4xlarge . 8.79 |=========================================================== libxsmm 2-1.17-3645 M N K: 64 GFLOPS/s > Higher Is Better r6g.4xlarge . 203.9 |========================================================== PyPerformance 1.0.0 Benchmark: regex_compile Milliseconds < Lower Is Better r6g.4xlarge . 249 |============================================================ PyPerformance 1.0.0 Benchmark: nbody Milliseconds < Lower Is Better r6g.4xlarge . 227 |============================================================ PyPerformance 1.0.0 Benchmark: django_template Milliseconds < Lower Is Better r6g.4xlarge . 81.4 |=========================================================== CppPerformanceBenchmarks 9 Test: Stepanov Abstraction Seconds < Lower Is Better r6g.4xlarge . 39.51 |========================================================== PyPerformance 1.0.0 Benchmark: float Milliseconds < Lower Is Better r6g.4xlarge . 211 |============================================================ PyPerformance 1.0.0 Benchmark: crypto_pyaes Milliseconds < Lower Is Better r6g.4xlarge . 192 |============================================================ PyPerformance 1.0.0 Benchmark: chaos Milliseconds < Lower Is Better r6g.4xlarge . 178 |============================================================ libxsmm 2-1.17-3645 M N K: 32 GFLOPS/s > Higher Is Better r6g.4xlarge . 171.5 |========================================================== Botan 2.17.3 Test: AES-256 - Decrypt MiB/s > Higher Is Better r6g.4xlarge . 2306.63 |======================================================== Botan 2.17.3 Test: AES-256 MiB/s > Higher Is Better r6g.4xlarge . 2301.18 |======================================================== LZ4 Compression 1.9.4 Compression Level: 9 - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 2147.3 |========================================================= LZ4 Compression 1.9.4 Compression Level: 9 - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 23.08 |========================================================== x264 2022-02-22 Video Input: Bosphorus 4K Frames Per Second > Higher Is Better r6g.4xlarge . 19.48 |========================================================== Botan 2.17.3 Test: Blowfish - Decrypt MiB/s > Higher Is Better r6g.4xlarge . 243.75 |========================================================= Botan 2.17.3 Test: Blowfish MiB/s > Higher Is Better r6g.4xlarge . 246.61 |========================================================= Botan 2.17.3 Test: Twofish - Decrypt MiB/s > Higher Is Better r6g.4xlarge . 206.83 |========================================================= Botan 2.17.3 Test: Twofish MiB/s > Higher Is Better r6g.4xlarge . 207.93 |========================================================= Botan 2.17.3 Test: ChaCha20Poly1305 - Decrypt MiB/s > Higher Is Better r6g.4xlarge . 240.95 |========================================================= Botan 2.17.3 Test: ChaCha20Poly1305 MiB/s > Higher Is Better r6g.4xlarge . 241.67 |========================================================= Botan 2.17.3 Test: CAST-256 - Decrypt MiB/s > Higher Is Better r6g.4xlarge . 94.53 |========================================================== Botan 2.17.3 Test: CAST-256 MiB/s > Higher Is Better r6g.4xlarge . 94.86 |========================================================== Botan 2.17.3 Test: KASUMI - Decrypt MiB/s > Higher Is Better r6g.4xlarge . 58.68 |========================================================== Botan 2.17.3 Test: KASUMI MiB/s > Higher Is Better r6g.4xlarge . 57.43 |========================================================== PyPerformance 1.0.0 Benchmark: pathlib Milliseconds < Lower Is Better r6g.4xlarge . 31.4 |=========================================================== SciMark 2.0 Computational Test: Composite Mflops > Higher Is Better r6g.4xlarge . 391.01 |========================================================= LZ4 Compression 1.9.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 2112.5 |========================================================= LZ4 Compression 1.9.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 68.04 |========================================================== PyPerformance 1.0.0 Benchmark: pickle_pure_python Milliseconds < Lower Is Better r6g.4xlarge . 763 |============================================================ LZ4 Compression 1.9.4 Compression Level: 1 - Decompression Speed MB/s > Higher Is Better r6g.4xlarge . 2358.3 |========================================================= LZ4 Compression 1.9.4 Compression Level: 1 - Compression Speed MB/s > Higher Is Better r6g.4xlarge . 459.42 |========================================================= PyPerformance 1.0.0 Benchmark: json_loads Milliseconds < Lower Is Better r6g.4xlarge . 40.2 |=========================================================== x265 3.6 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better r6g.4xlarge . 32.67 |========================================================== CppPerformanceBenchmarks 9 Test: Function Objects Seconds < Lower Is Better r6g.4xlarge . 17.38 |========================================================== Smallpt 1.0 Global Illumination Renderer; 128 Samples Seconds < Lower Is Better r6g.4xlarge . 10.43 |========================================================== libjpeg-turbo tjbench 2.1.0 Test: Decompression Throughput Megapixels/sec > Higher Is Better Stream 2013-01-17 Type: Copy MB/s > Higher Is Better r6g.4xlarge . 170463.0 |======================================================= x264 2022-02-22 Video Input: Bosphorus 1080p Frames Per Second > Higher Is Better r6g.4xlarge . 82.49 |========================================================== Apache Cassandra 4.1.3 Test: Mixed 1:3 Op/s > Higher Is Better Apache Cassandra 4.1.3 Test: Mixed 1:1 Op/s > Higher Is Better GNU GMP GMPbench 6.2.1 GMPbench Score > Higher Is Better Apache Spark 3.3 Row Count: 40000000 - 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: 20000000 - 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: 10000000 - Partitions: 2000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 1000 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 40000000 - 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: 20000000 - 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: 10000000 - Partitions: 500 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 10000000 - Partitions: 100 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 2000 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: 500 Seconds < Lower Is Better Apache Spark 3.3 Row Count: 1000000 - Partitions: 100 Seconds < Lower Is Better Apache Cassandra 4.1.3 Test: Writes Op/s > Higher Is Better nginx 1.23.2 Connections: 1 Requests Per Second > Higher Is Better DaCapo Benchmark 23.11 Java Test: H2O In-Memory Platform For Machine Learning msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: BioJava Biological Data Framework msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: H2 Database Engine msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: jMonkeyEngine msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Tradesoap msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Eclipse msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Avrora AVR Simulation Framework msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Lucene Search Engine msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Lucene Search Index msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: PMD Source Code Analyzer msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Batik SVG Toolkit msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Xalan XSLT msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Cassandra msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Tradebeans msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: GraphChi msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Jython msec < Lower Is Better Renaissance 0.14 Test: Apache Spark ALS ms < Lower Is Better BlogBench 1.1 Test: Write Final Score > Higher Is Better r6g.4xlarge . 10825 |========================================================== DaCapo Benchmark 23.11 Java Test: Zxing 1D/2D Barcode Image Processing msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: FOP Print Formatter msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Tomcat msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Apache Kafka msec < Lower Is Better DaCapo Benchmark 23.11 Java Test: Spring Boot msec < Lower Is Better Renaissance 0.14 Test: Genetic Algorithm Using Jenetics + Futures ms < Lower Is Better Renaissance 0.14 Test: Akka Unbalanced Cobwebbed Tree ms < Lower Is Better Renaissance 0.14 Test: In-Memory Database Shootout ms < Lower Is Better Renaissance 0.14 Test: Finagle HTTP Requests ms < Lower Is Better Renaissance 0.14 Test: Apache Spark PageRank ms < Lower Is Better Renaissance 0.14 Test: Savina Reactors.IO ms < Lower Is Better Renaissance 0.14 Test: Apache Spark Bayes ms < Lower Is Better Renaissance 0.14 Test: ALS Movie Lens ms < Lower Is Better Renaissance 0.14 Test: Random Forest ms < Lower Is Better Renaissance 0.14 Test: Scala Dotty ms < Lower Is Better SciMark 2.0 Computational Test: Jacobi Successive Over-Relaxation Mflops > Higher Is Better r6g.4xlarge . 971.85 |========================================================= SciMark 2.0 Computational Test: Dense LU Matrix Factorization Mflops > Higher Is Better r6g.4xlarge . 393.90 |========================================================= SciMark 2.0 Computational Test: Sparse Matrix Multiply Mflops > Higher Is Better r6g.4xlarge . 386.55 |========================================================= SciMark 2.0 Computational Test: Fast Fourier Transform Mflops > Higher Is Better r6g.4xlarge . 103.12 |========================================================= SciMark 2.0 Computational Test: Monte Carlo Mflops > Higher Is Better r6g.4xlarge . 99.64 |========================================================== Stream 2013-01-17 Type: Add MB/s > Higher Is Better r6g.4xlarge . 167210.0 |======================================================= Stream 2013-01-17 Type: Triad MB/s > Higher Is Better r6g.4xlarge . 167372.9 |======================================================= Stream 2013-01-17 Type: Scale MB/s > Higher Is Better r6g.4xlarge . 171629.7 |=======================================================