zen 1 epyc, "AI Benchmark Alpha 0.1.2 - Device Inference Score", Higher Results Are Better "a", "b", "AI Benchmark Alpha 0.1.2 - Device Training Score", Higher Results Are Better "a", "b", "AI Benchmark Alpha 0.1.2 - Device AI Score", Higher Results Are Better "a", "b", "Aircrack-ng 1.7 - ", 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", "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 3.3 - Blend File: BMW27 - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.3 - Blend File: Classroom - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.3 - Blend File: Fishy Cat - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.3 - Blend File: Barbershop - Compute: CPU-Only", Lower Results Are Better "a", "b", "Blender 3.3 - 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", "C-Blosc 2.3 - Test: blosclz shuffle", Higher Results Are Better "a", "b", "C-Blosc 2.3 - Test: blosclz bitshuffle", 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",241.18398803222 "b",253.54595729162 "ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, Second Run", Higher Results Are Better "a",260.83457639097 "b",271.12642516348 "ClickHouse 22.5.4.19 - 100M Rows Web Analytics Dataset, Third Run", Higher Results Are Better "a",272.08570506024 "b",256.63946658049 "Cpuminer-Opt 3.20.3 - Algorithm: Magi", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: x25x", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: scrypt", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Deepcoin", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Ringcoin", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Blake-2 S", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Garlicoin", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Skeincoin", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Myriad-Groestl", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: LBC, LBRY Credits", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Quad SHA-256, Pyrite", Higher Results Are Better "a", "b", "Cpuminer-Opt 3.20.3 - Algorithm: Triple SHA-256, Onecoin", 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 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: 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",38.847886523999 "b",38.755319375996 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Live", Higher Results Are Better "a",129.99420179217 "b",130.30469317014 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Live", Lower Results Are Better "a",86.741929587999 "b",88.57525933702 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Live", Higher Results Are Better "a",58.218672607194 "b",57.013663158301 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Upload", Lower Results Are Better "a",314.58118877199 "b", "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Upload", Higher Results Are Better "a",8.0265447843739 "b",8.0084949324751 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Upload", Lower Results Are Better "a", "b", "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Upload", Higher Results Are Better "a",10.449162548616 "b",10.4981187536 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Platform", Lower Results Are Better "a", "b",250.99395249498 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Platform", Higher Results Are Better "a",30.420542155153 "b",30.180010014988 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Platform", Lower Results Are Better "a", "b",356.16006596197 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Platform", Higher Results Are Better "a",21.242739149067 "b",21.268527058305 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Video On Demand", Lower Results Are Better "a",250.82874671099 "b",250.37398291304 "FFmpeg 5.1.2 - Encoder: libx264 - Scenario: Video On Demand", Higher Results Are Better "a",30.199887769355 "b",30.254740975348 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Video On Demand", Lower Results Are Better "a", "b",358.61315534601 "FFmpeg 5.1.2 - Encoder: libx265 - Scenario: Video On Demand", Higher Results Are Better "a",21.209519004564 "b",21.123039930566 "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", "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: 20k Atoms", Higher Results Are Better "a", "b", "LAMMPS Molecular Dynamics Simulator 23Jun2022 - Model: Rhodopsin Protein", 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", "miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM1", Higher Results Are Better "a", "b", "miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM1", Higher Results Are Better "a", "b", "miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM2", Higher Results Are Better "a", "b", "miniBUDE 20210901 - Implementation: OpenMP - Input Deck: BM2", Higher 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", "Node.js V8 Web Tooling Benchmark - ", Higher Results Are Better "a", "b", "oneDNN 2.7 - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU", Lower Results Are Better "a", "b", "oneDNN 2.7 - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU", 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", "OpenFOAM 10 - Input: drivaerFastback, Medium Mesh Size - Mesh Time", Lower Results Are Better "a", "b", "OpenFOAM 10 - Input: drivaerFastback, Medium 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 2022.2.dev - Model: Face Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Face Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Person Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Person Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Person Detection FP32 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Person Detection FP32 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Vehicle Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Vehicle Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Face Detection FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Face Detection FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Vehicle Detection FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Machine Translation EN To DE FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Weld Porosity Detection FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Person Vehicle Bike Detection FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU", Lower Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Higher Results Are Better "a", "b", "OpenVINO 2022.2.dev - Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "OSPRay Studio 0.11 - Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer", Lower Results Are Better "a", "b", "Primesieve 8.0 - Length: 1e12", Lower Results Are Better "a", "b", "Primesieve 8.0 - Length: 1e13", 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", "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 1.2 - Encoder Mode: Preset 4 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.2 - Encoder Mode: Preset 8 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.2 - Encoder Mode: Preset 10 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.2 - Encoder Mode: Preset 12 - Input: Bosphorus 4K", Higher Results Are Better "a", "b", "SVT-AV1 1.2 - Encoder Mode: Preset 4 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "SVT-AV1 1.2 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "SVT-AV1 1.2 - Encoder Mode: Preset 10 - Input: Bosphorus 1080p", Higher Results Are Better "a", "b", "SVT-AV1 1.2 - Encoder Mode: Preset 12 - 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: 32 - Model: AlexNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 64 - Model: AlexNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 256 - Model: AlexNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 512 - Model: AlexNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 16 - Model: GoogLeNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 16 - Model: ResNet-50", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 32 - Model: GoogLeNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 32 - Model: ResNet-50", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 64 - Model: GoogLeNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 64 - Model: ResNet-50", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 256 - Model: GoogLeNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 256 - Model: ResNet-50", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 512 - Model: GoogLeNet", Higher Results Are Better "a", "b", "TensorFlow 2.10 - Device: CPU - Batch Size: 512 - Model: ResNet-50", 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 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", "WebP Image Encode 1.2.4 - Encode Settings: Default", Higher Results Are Better "a",12.251148545176 "b",12.232415902141 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100", Higher Results Are Better "a",7.7319587628866 "b",7.7145612343298 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Lossless", Higher Results Are Better "a",1.0577813037155 "b",1.0538333186968 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Highest Compression", Higher Results Are Better "a",2.4303797468354 "b",2.4303797468354 "WebP Image Encode 1.2.4 - Encode Settings: Quality 100, Lossless, Highest Compression", Higher Results Are Better "a",0.41475132201984 "b",0.41557721944209 "WebP2 Image Encode 20220823 - Encode Settings: Default", Higher Results Are Better "a",5.7747834456208 "b",6.3829787234043 "WebP2 Image Encode 20220823 - Encode Settings: Quality 75, Compression Effort 7", Higher Results Are Better "a",0.3838710193375 "b",0.36778227289445 "WebP2 Image Encode 20220823 - Encode Settings: Quality 95, Compression Effort 7", Higher Results Are Better "a",0.19967054360306 "b",0.19645400520603 "WebP2 Image Encode 20220823 - Encode Settings: Quality 100, Compression Effort 5", Higher Results Are Better "a",7.4165636588381 "b",7.3484384568279 "WebP2 Image Encode 20220823 - Encode Settings: Quality 100, Lossless Compression", Higher Results Are Better "a",0.041698664600266 "b",0.041668764573216 "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",