threadripper eo 2022

Tests for a future article. AMD Ryzen Threadripper 3960X 24-Core testing with a MSI Creator TRX40 (MS-7C59) v1.0 (1.12N1 BIOS) and Gigabyte AMD Radeon RX 5500 XT 8GB on Ubuntu 22.04 via the Phoronix Test Suite.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2212279-NE-THREADRIP52
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Audio Encoding 2 Tests
AV1 4 Tests
C++ Boost Tests 2 Tests
Timed Code Compilation 6 Tests
C/C++ Compiler Tests 9 Tests
CPU Massive 17 Tests
Creator Workloads 19 Tests
Cryptography 2 Tests
Database Test Suite 7 Tests
Encoding 7 Tests
Game Development 3 Tests
HPC - High Performance Computing 12 Tests
Imaging 6 Tests
Common Kernel Benchmarks 3 Tests
Machine Learning 9 Tests
Multi-Core 19 Tests
NVIDIA GPU Compute 2 Tests
Intel oneAPI 3 Tests
OpenMPI Tests 3 Tests
Programmer / Developer System Benchmarks 6 Tests
Python 2 Tests
Renderers 2 Tests
Rust Tests 2 Tests
Server 8 Tests
Server CPU Tests 11 Tests
Single-Threaded 3 Tests
Video Encoding 5 Tests
Common Workstation Benchmarks 2 Tests

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  Test
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a
December 26 2022
  7 Hours, 56 Minutes
b
December 26 2022
  8 Hours
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  7 Hours, 58 Minutes
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threadripper eo 2022, "7-Zip Compression 22.01 - Test: Compression Rating", Higher Results Are Better "a", "b", "7-Zip Compression 22.01 - Test: Decompression Rating", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "AOM AV1 3.5 - Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - SHA-512 Benchmark Time", Lower Results Are Better "a",3.4027501139972 "b", "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark", Lower Results Are Better "a", "b",69.926491926999 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Calculate Pi Benchmark Using Dataframe", Lower Results Are Better "a",4.203736397998 "b",4.2128591720029 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Group By Test Time", Lower Results Are Better "a",4.6659502740004 "b",4.7809217070026 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Repartition Test Time", Lower Results Are Better "a",1.757678097998 "b",1.8373764709977 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Inner Join Test Time", Lower Results Are Better "a",1.6665686010019 "b",1.6337115439965 "Apache Spark 3.3 - Row Count: 1000000 - Partitions: 100 - Broadcast Inner Join Test Time", Lower Results Are Better "a",1.2772470950003 "b",1.3434245460012 "ASTC Encoder 4.0 - Preset: Fast", Higher Results Are Better "a", "b", "ASTC Encoder 4.0 - Preset: Medium", Higher Results Are Better "a", "b", "ASTC Encoder 4.0 - Preset: Thorough", Higher Results Are Better "a", "b", "ASTC Encoder 4.0 - Preset: Exhaustive", Higher Results Are Better "a", "b", "Blender 3.4 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.4 - Blend File: Classroom - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.4 - Blend File: Fishy Cat - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.4 - Blend File: Barbershop - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.4 - Blend File: Pabellon Barcelona - Compute: CPU-Only", Lower Results Are Better "a", "b", "BRL-CAD 7.32.6 - VGR Performance Metric", Higher Results Are Better "a", "b", "ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, First Run / Cold Cache", Higher Results Are Better "a",196.73701734278 "b",201.86058104963 "ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, Second Run", Higher Results Are Better "a",236.77549257804 "b",234.63671441684 "ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, Third Run", Higher Results Are Better "a",240.1748450602 "b",235.82466528542 "CockroachDB 22.2 - Workload: MoVR - Concurrency: 128", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: MoVR - Concurrency: 256", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: MoVR - Concurrency: 512", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: MoVR - Concurrency: 1024", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 10% Reads - Concurrency: 128", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 10% Reads - Concurrency: 256", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 10% Reads - Concurrency: 512", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 50% Reads - Concurrency: 128", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 50% Reads - Concurrency: 256", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 50% Reads - Concurrency: 512", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 60% Reads - Concurrency: 128", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 60% Reads - Concurrency: 256", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 60% Reads - Concurrency: 512", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 95% Reads - Concurrency: 128", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 95% Reads - Concurrency: 256", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 95% Reads - Concurrency: 512", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 10% Reads - Concurrency: 1024", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 50% Reads - Concurrency: 1024", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 60% Reads - Concurrency: 1024", Higher Results Are Better "a", "b", "CockroachDB 22.2 - Workload: KV, 95% Reads - Concurrency: 1024", Higher Results Are Better "a", "b", "Dragonflydb 0.6 - Clients: 50 - Set To Get Ratio: 1:1", Higher Results Are Better "a", "b", "Dragonflydb 0.6 - Clients: 50 - Set To Get Ratio: 1:5", Higher Results Are Better "a", "b", "Dragonflydb 0.6 - Clients: 50 - Set To Get Ratio: 5:1", Higher Results Are Better "a", "b", "Dragonflydb 0.6 - Clients: 200 - Set To Get Ratio: 1:1", Higher Results Are Better "a", "b", "Dragonflydb 0.6 - Clients: 200 - Set To Get Ratio: 1:5", Higher Results Are Better "a", "b", "Dragonflydb 0.6 - Clients: 200 - Set To Get Ratio: 5:1", Higher Results Are Better "a", "b", "EnCodec 0.1.1 - Target Bandwidth: 3 kbps", Lower Results Are Better "a", "b", "EnCodec 0.1.1 - Target Bandwidth: 6 kbps", Lower Results Are Better "a", "b", "EnCodec 0.1.1 - Target Bandwidth: 24 kbps", Lower Results Are Better "a", "b", "EnCodec 0.1.1 - Target Bandwidth: 1.5 kbps", Lower Results Are Better "a", "b", "Facebook RocksDB 7.5.3 - Test: Random Fill", Higher Results Are Better "a", "b", "Facebook RocksDB 7.5.3 - Test: Random Read", Higher Results Are Better "a", "b", "Facebook RocksDB 7.5.3 - Test: Update Random", Higher Results Are Better "a", "b", "Facebook RocksDB 7.5.3 - Test: Sequential Fill", Higher Results Are Better "a", "b", "Facebook RocksDB 7.5.3 - Test: Random Fill Sync", Higher Results Are Better "a", "b", "Facebook RocksDB 7.5.3 - Test: Read While Writing", Higher Results Are Better "a", "b", "Facebook RocksDB 7.5.3 - Test: Read Random Write Random", Higher Results Are Better "a", "b", "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Live", Lower Results Are Better "a",25.430107779004 "b",25.192517168005 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Live", Higher Results Are Better "a",198.58350754492 "b",200.45634845944 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Live", Lower Results Are Better "a",72.951852639995 "b",73.034037218982 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Live", Higher Results Are Better "a",69.223738907919 "b",69.145842025114 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Upload", Lower Results Are Better "a", "b",205.23660141699 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Upload", Higher Results Are Better "a",12.370552988435 "b",12.302873768943 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Upload", Lower Results Are Better "a", "b",181.78230287701 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Upload", Higher Results Are Better "a",13.729653876213 "b",13.890241019272 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Platform", Lower Results Are Better "a",160.71110812698 "b",161.31818142899 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Platform", Higher Results Are Better "a",47.134265255733 "b",46.95688937787 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Platform", Lower Results Are Better "a",264.66348008397 "b",264.15876659799 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Platform", Higher Results Are Better "a",28.621251400445 "b",28.67593643609 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Video On Demand", Lower Results Are Better "a",160.59983872699 "b",161.03614815002 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Video On Demand", Higher Results Are Better "a",47.166921586248 "b",47.039128090316 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Video On Demand", Lower Results Are Better "a",264.62565414201 "b",263.53217442797 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Video On Demand", Higher Results Are Better "a",28.625342560079 "b",28.744118309054 "FLAC Audio Encoding 1.4 - WAV To FLAC", Lower Results Are Better "a", "b", "GraphicsMagick 1.3.38 - Operation: Swirl", Higher Results Are Better "a", "b", "GraphicsMagick 1.3.38 - Operation: Rotate", Higher Results Are Better "a", "b", "GraphicsMagick 1.3.38 - Operation: Sharpen", Higher Results Are Better "a", "b", "GraphicsMagick 1.3.38 - Operation: Enhanced", Higher Results Are Better "a", "b", "GraphicsMagick 1.3.38 - Operation: Resizing", Higher Results Are Better "a", "b", "GraphicsMagick 1.3.38 - Operation: Noise-Gaussian", Higher Results Are Better "a", "b", "GraphicsMagick 1.3.38 - Operation: HWB Color Space", Higher Results Are Better "a", "b", "JPEG XL Decoding libjxl 0.7 - CPU Threads: 1", Higher Results Are Better "a", "b", "JPEG XL Decoding libjxl 0.7 - CPU Threads: All", Higher Results Are Better "a", "b", "JPEG XL libjxl 0.7 - Input: PNG - Quality: 80", Higher Results Are Better "a", "b", "JPEG XL libjxl 0.7 - Input: PNG - Quality: 90", Higher Results Are Better "a", "b", "JPEG XL libjxl 0.7 - Input: JPEG - Quality: 80", Higher Results Are Better "a", "b", "JPEG XL libjxl 0.7 - Input: JPEG - Quality: 90", Higher Results Are Better "a", "b", "JPEG XL libjxl 0.7 - Input: PNG - Quality: 100", Higher Results Are Better "a", "b", "JPEG XL libjxl 0.7 - Input: JPEG - Quality: 100", Higher Results Are Better "a", "b", "libavif avifenc 0.11 - Encoder Speed: 0", Lower Results Are Better "a", "b", "libavif avifenc 0.11 - Encoder Speed: 2", Lower Results Are Better "a", "b", "libavif avifenc 0.11 - Encoder Speed: 6", Lower Results Are Better "a", "b", "libavif avifenc 0.11 - Encoder Speed: 6, Lossless", Lower Results Are Better "a", "b", "libavif avifenc 0.11 - Encoder Speed: 10, Lossless", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: nasnet", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: mobilenetV3", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: squeezenetv1.1", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: resnet-v2-50", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: SqueezeNetV1.0", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: MobileNetV2_224", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: mobilenet-v1-1.0", Lower Results Are Better "a", "b", "Mobile Neural Network 2.1 - Model: inception-v3", Lower Results Are Better "a", "b", "Natron 2.4.3 - Input: Spaceship", Higher Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: mobilenet", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU-v2-v2 - Model: mobilenet-v2", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU-v3-v3 - Model: mobilenet-v3", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: shufflenet-v2", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: mnasnet", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: efficientnet-b0", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: blazeface", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: googlenet", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: vgg16", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: resnet18", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: alexnet", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: resnet50", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: yolov4-tiny", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: squeezenet_ssd", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: regnety_400m", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: vision_transformer", Lower Results Are Better "a", "b", "NCNN 20220729 - Target: CPU - Model: FastestDet", Lower Results Are Better "a", "b", "nekRS 22.0 - Input: TurboPipe Periodic", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream", Lower Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream", Higher Results Are Better "a", "b", "Neural Magic DeepSparse 1.1 - Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream", Lower Results Are Better "a", "b", "nginx 1.23.2 - Connections: 1", Higher Results Are Better "a", "b", "nginx 1.23.2 - Connections: 20", Higher Results Are Better "a", "b", "nginx 1.23.2 - Connections: 100", Higher Results Are Better "a", "b", "nginx 1.23.2 - Connections: 200", Higher Results Are Better "a", "b", "nginx 1.23.2 - Connections: 500", Higher Results Are Better "a", "b", "nginx 1.23.2 - Connections: 1000", Higher Results Are Better "a", "b", "nginx 1.23.2 - Connections: 4000", Higher Results Are Better "a", "b", "Numenta Anomaly Benchmark 1.1 - Detector: KNN CAD", Lower Results Are Better "a", "b", "Numenta Anomaly Benchmark 1.1 - Detector: Relative Entropy", Lower Results Are Better "a", "b", "Numenta Anomaly Benchmark 1.1 - Detector: Windowed Gaussian", Lower Results Are Better "a", "b", "Numenta Anomaly Benchmark 1.1 - Detector: Earthgecko Skyline", Lower Results Are Better "a", "b", "Numenta Anomaly Benchmark 1.1 - Detector: Bayesian Changepoint", Lower Results Are Better "a", "b", "Numenta Anomaly Benchmark 1.1 - Detector: Contextual Anomaly Detector OSE", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 3.0 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "OpenFOAM 10 - Input: motorBike - Mesh Time", Lower Results Are Better "a", "b", "OpenFOAM 10 - Input: motorBike - Execution Time", Lower Results Are Better "a", "b", "OpenFOAM 10 - Input: drivaerFastback, Small Mesh Size - Mesh Time", Lower Results Are Better "a", "b", "OpenFOAM 10 - Input: drivaerFastback, Small Mesh Size - Execution Time", Lower Results Are Better "a", "b", "OpenRadioss 2022.10.13 - Model: Bumper Beam", Lower Results Are Better "a", "b", "OpenRadioss 2022.10.13 - Model: Cell Phone Drop Test", Lower Results Are Better "a", "b", "OpenRadioss 2022.10.13 - Model: Bird Strike on Windshield", Lower Results Are Better "a", "b", "OpenRadioss 2022.10.13 - Model: Rubber O-Ring Seal Installation", Lower Results Are Better "a", "b", "OpenRadioss 2022.10.13 - Model: INIVOL and Fluid Structure Interaction Drop Container", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Face Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Face Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Person Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Person Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Person Detection FP32 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Person Detection FP32 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Vehicle Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Vehicle Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Face Detection FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Face Detection FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Vehicle Detection FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Vehicle Detection FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Weld Porosity Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Weld Porosity Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Machine Translation EN To DE FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Machine Translation EN To DE FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.3 - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OpenVKL 1.3.1 - Benchmark: vklBenchmark ISPC", Higher Results Are Better "a", "b", "OpenVKL 1.3.1 - Benchmark: vklBenchmark Scalar", Higher Results Are Better "a", "b", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Only", Higher Results Are Better "a",671451.702269 "b",663640.373637 "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency", Lower Results Are Better "a", "b", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Only", Higher Results Are Better "a",653212.661625 "b",602287.523431 "PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency", Lower Results Are Better "a", "b", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only", Higher Results Are Better "a",646832.221465 "b",618773.633261 "PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency", Lower Results Are Better "a", "b", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Write", Higher Results Are Better "a",29211.641301 "b",29317.518357 "PostgreSQL 15 - Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency", Lower Results Are Better "a", "b", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Write", Higher Results Are Better "a",40534.581898 "b",33658.191177 "PostgreSQL 15 - Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency", Lower Results Are Better "a", "b", "PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write", Higher Results Are Better "a",45407.26581 "b",25547.739886 "PostgreSQL 15 - Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency", Lower Results Are Better "a", "b", "rav1e 0.6.1 - Speed: 1", Higher Results Are Better "a", "b", "rav1e 0.6.1 - Speed: 5", Higher Results Are Better "a", "b", "rav1e 0.6.1 - Speed: 6", Higher Results Are Better "a", "b", "rav1e 0.6.1 - Speed: 10", Higher Results Are Better "a", "b", "Redis 7.0.4 - Test: GET - Parallel Connections: 50", Higher Results Are Better "a", "b", "Redis 7.0.4 - Test: SET - Parallel Connections: 50", Higher Results Are Better "a", "b", "Redis 7.0.4 - Test: GET - Parallel Connections: 500", Higher Results Are Better "a", "b", "Redis 7.0.4 - Test: SET - Parallel Connections: 500", Higher Results Are Better "a", "b", "Scikit-Learn 1.1.3 - Benchmark: MNIST Dataset", Lower Results Are Better "a", "b", "Scikit-Learn 1.1.3 - Benchmark: TSNE MNIST Dataset", Lower Results Are Better "a", "b", "Scikit-Learn 1.1.3 - Benchmark: Sparse Random Projections, 100 Iterations", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: wyhash", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: wyhash", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: SHA3-256", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: SHA3-256", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: Spooky32", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: Spooky32", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: fasthash32", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: fasthash32", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: FarmHash128", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: FarmHash128", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: t1ha2_atonce", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: t1ha2_atonce", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: FarmHash32 x86_64 AVX", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: FarmHash32 x86_64 AVX", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: t1ha0_aes_avx2 x86_64", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: t1ha0_aes_avx2 x86_64", Lower Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: MeowHash x86_64 AES-NI", Higher Results Are Better "a", "b", "SMHasher 2022-08-22 - Hash: MeowHash x86_64 AES-NI", Lower Results Are Better "a", "b", "spaCy 3.4.1 - Model: en_core_web_lg", Higher Results Are Better "a", "b", "spaCy 3.4.1 - Model: en_core_web_trf", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: OFDM_Test", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM", Higher Results Are Better "a", "b", "srsRAN 22.04.1 - Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 44100 - Buffer Size: 512", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 96000 - Buffer Size: 512", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 192000 - Buffer Size: 512", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 44100 - Buffer Size: 1024", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 480000 - Buffer Size: 512", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 96000 - Buffer Size: 1024", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 192000 - Buffer Size: 1024", Higher Results Are Better "a", "b", "Stargate Digital Audio Workstation 22.11.5 - Sample Rate: 480000 - Buffer Size: 1024", Higher Results Are Better "a", "b", "Stream 2013-01-17 - Type: Copy", Higher Results Are Better "a", "b", "Stream 2013-01-17 - Type: Scale", Higher Results Are Better "a", "b", "Stream 2013-01-17 - Type: Triad", Higher Results Are Better "a", "b", "Stream 2013-01-17 - Type: Add", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: MMAP", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: NUMA", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Futex", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: MEMFD", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Mutex", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Atomic", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Crypto", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Malloc", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Forking", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: IO_uring", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: SENDFILE", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: CPU Cache", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: CPU Stress", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Semaphores", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Matrix Math", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Vector Math", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: x86_64 RdRand", "a", "b", "Stress-NG 0.14.06 - Test: Memory Copying", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Socket Activity", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Context Switching", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Glibc C String Functions", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: Glibc Qsort Data Sorting", Higher Results Are Better "a", "b", "Stress-NG 0.14.06 - Test: System V Message Passing", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 4 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 12 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 13 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 12 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "SVT-AV1 1.4 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 16 - Model: AlexNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 16 - Model: GoogLeNet", Higher Results Are Better "a", "b", "Timed CPython Compilation 3.10.6 - Build Configuration: Default", Lower Results Are Better "a", "b", "Timed CPython Compilation 3.10.6 - Build Configuration: Released Build, PGO + LTO Optimized", Lower Results Are Better "a", "b", "Timed Erlang/OTP Compilation 25.0 - Time To Compile", Lower Results Are Better "a", "b", "Timed Linux Kernel Compilation 6.1 - Build: defconfig", Lower Results Are Better "a", "b", "Timed Linux Kernel Compilation 6.1 - Build: allmodconfig", Lower Results Are Better "a", "b", "Timed Node.js Compilation 18.8 - Time To Compile", Lower Results Are Better "a", "b", "Timed PHP Compilation 8.1.9 - Time To Compile", Lower Results Are Better "a", "b", "Timed Wasmer Compilation 2.3 - Time To Compile", Lower Results Are Better "a", "b", "Unpacking The Linux Kernel 5.19 - linux-5.19.tar.xz", Lower Results Are Better "a", "b", "Unvanquished 0.53 - Resolution: 1920 x 1080 - Effects Quality: High", Higher Results Are Better "a", "b", "Unvanquished 0.53 - Resolution: 1920 x 1080 - Effects Quality: Ultra", Higher Results Are Better "a", "b", "Unvanquished 0.53 - Resolution: 1920 x 1080 - Effects Quality: Medium", Higher Results Are Better "a", "b", "WebP Image Encode 1.2.4 - Encode Settings: Default", Higher Results Are Better "a",17.870439314967 "b",17.777777777778 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100", Higher Results Are Better "a",11.100832562442 "b",11.044638748274 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Lossless", Higher Results Are Better "a",1.4986886474335 "b",1.5237127801409 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Highest Compression", Higher Results Are Better "a",3.4369182299871 "b",3.4144259496372 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Lossless, Highest Compression", Higher Results Are Better "a",0.61045402518123 "b",0.61188588328277 "WebP2 Image Encode 20220823 - Encode Settings: Default", Higher Results Are Better "a", "b",10.265183917879 "WebP2 Image Encode 20220823 - Encode Settings: Quality 75, Compression Effort 7", Higher Results Are Better "a",0.30019137199965 "b",0.29899090569329 "WebP2 Image Encode 20220823 - Encode Settings: Quality 95, Compression Effort 7", Higher Results Are Better "a",0.14701108096023 "b",0.14847993664856 "WebP2 Image Encode 20220823 - Encode Settings: Quality 100, Compression Effort 5", Higher Results Are Better "a",8.3857442348008 "b",8.4299262381454 "Xmrig 6.18.1 - Variant: Monero - Hash Count: 1M", Higher Results Are Better "a", "b", "Xmrig 6.18.1 - Variant: Wownero - Hash Count: 1M", Higher Results Are Better "a", "b", "Y-Cruncher 0.7.10.9513 - Pi Digits To Calculate: 1B", Lower Results Are Better "a", "b", "Y-Cruncher 0.7.10.9513 - Pi Digits To Calculate: 500M", Lower Results Are Better "a", "b",