Xeon Gold Cascade Lake Refresh LTS Linux Benchmarks Intel Xeon Gold 6226R testing with a Supermicro X11SPL-F v1.02 (3.1 BIOS) and ASPEED on Ubuntu 20.10 via the Phoronix Test Suite. Linux 5.10.130: Processor: Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads), Motherboard: Supermicro X11SPL-F v1.02 (3.1 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 192GB, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel I210 OS: Ubuntu 20.10, Kernel: 5.10.130-0510130-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 Linux 5.15.83: Processor: Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads), Motherboard: Supermicro X11SPL-F v1.02 (3.1 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 192GB, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel I210 OS: Ubuntu 20.10, Kernel: 5.15.83-051583-generic (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 Linux 6.1: Processor: Intel Xeon Gold 6226R @ 3.90GHz (16 Cores / 32 Threads), Motherboard: Supermicro X11SPL-F v1.02 (3.1 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 192GB, Disk: 280GB INTEL SSDPED1D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel I210 OS: Ubuntu 20.10, Kernel: 6.1.0-phx (x86_64), Desktop: GNOME Shell 3.38.1, Display Server: X Server 1.20.9, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 1920x1080 Stress-NG 0.14.06 Test: Context Switching Bogo Ops/s > Higher Is Better Linux 5.10.130 . 5500706.76 |================================================== Linux 5.15.83 .. 2284154.16 |===================== Linux 6.1 ...... 2054658.64 |=================== Stress-NG 0.14.06 Test: System V Message Passing Bogo Ops/s > Higher Is Better Linux 5.10.130 . 6490812.35 |===================== Linux 5.15.83 .. 8257907.06 |=========================== Linux 6.1 ...... 14896082.79 |================================================= Stress-NG 0.14.06 Test: MEMFD Bogo Ops/s > Higher Is Better Linux 5.10.130 . 1008.62 |===================================================== Linux 5.15.83 .. 879.67 |============================================== Linux 6.1 ...... 667.82 |=================================== Stress-NG 0.14.06 Test: Malloc Bogo Ops/s > Higher Is Better Linux 5.10.130 . 22392194.28 |================================================= Linux 5.15.83 .. 20930090.96 |============================================== Linux 6.1 ...... 15989079.77 |=================================== Stress-NG 0.14.06 Test: NUMA Bogo Ops/s > Higher Is Better Linux 5.10.130 . 358.05 |====================================================== Linux 5.15.83 .. 335.58 |=================================================== Linux 6.1 ...... 256.61 |======================================= ctx_clock Context Switch Time Clocks < Lower Is Better Linux 5.10.130 . 154 |============================================ Linux 5.15.83 .. 179 |=================================================== Linux 6.1 ...... 200 |========================================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only TPS > Higher Is Better Linux 5.10.130 . 370238 |=========================================== Linux 5.15.83 .. 426428 |================================================= Linux 6.1 ...... 467167 |====================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better Linux 5.10.130 . 1.350 |======================================================= Linux 5.15.83 .. 1.173 |================================================ Linux 6.1 ...... 1.070 |============================================ Stress-NG 0.14.06 Test: MMAP Bogo Ops/s > Higher Is Better Linux 5.10.130 . 390.20 |====================================================== Linux 5.15.83 .. 381.23 |===================================================== Linux 6.1 ...... 310.22 |=========================================== Stress-NG 0.14.06 Test: Mutex Bogo Ops/s > Higher Is Better Linux 5.10.130 . 8606774.99 |================================================ Linux 5.15.83 .. 9013626.15 |================================================== Linux 6.1 ...... 7375258.06 |========================================= Stress-NG 0.14.06 Test: SENDFILE Bogo Ops/s > Higher Is Better Linux 5.10.130 . 241610.68 |=========================================== Linux 5.15.83 .. 285766.99 |=================================================== Linux 6.1 ...... 284966.04 |=================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Linux 5.10.130 . 413949 |============================================== Linux 5.15.83 .. 475175 |===================================================== Linux 6.1 ...... 487468 |====================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Linux 5.10.130 . 0.604 |======================================================= Linux 5.15.83 .. 0.526 |================================================ Linux 6.1 ...... 0.513 |=============================================== JPEG XL Decoding libjxl 0.7 CPU Threads: All MP/s > Higher Is Better Linux 5.10.130 . 208.79 |====================================================== Linux 5.15.83 .. 209.18 |====================================================== Linux 6.1 ...... 181.54 |=============================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better Linux 5.10.130 . 12.99 |================================================ Linux 5.15.83 .. 14.78 |======================================================= Linux 6.1 ...... 13.85 |==================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 500 - Mode: Read Write TPS > Higher Is Better Linux 5.10.130 . 38503 |======================================================= Linux 5.15.83 .. 33824 |================================================ Linux 6.1 ...... 36109 |==================================================== GraphicsMagick 1.3.38 Operation: Rotate Iterations Per Minute > Higher Is Better Linux 5.10.130 . 757 |========================================================= Linux 5.15.83 .. 731 |======================================================= Linux 6.1 ...... 668 |================================================== Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better Linux 5.10.130 . 1047699.23 |============================================ Linux 5.15.83 .. 1186278.25 |================================================== Linux 6.1 ...... 1180450.09 |================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency ms < Lower Is Better Linux 5.10.130 . 0.215 |======================================================= Linux 5.15.83 .. 0.194 |================================================== Linux 6.1 ...... 0.191 |================================================= PostgreSQL 15 Scaling Factor: 100 - Clients: 100 - Mode: Read Only TPS > Higher Is Better Linux 5.10.130 . 465422 |================================================ Linux 5.15.83 .. 515273 |===================================================== Linux 6.1 ...... 523788 |====================================================== Stress-NG 0.14.06 Test: Forking Bogo Ops/s > Higher Is Better Linux 5.10.130 . 56719.51 |================================================= Linux 5.15.83 .. 60087.36 |==================================================== Linux 6.1 ...... 53632.67 |============================================== GraphicsMagick 1.3.38 Operation: HWB Color Space Iterations Per Minute > Higher Is Better Linux 5.10.130 . 976 |========================================================= Linux 5.15.83 .. 957 |======================================================== Linux 6.1 ...... 872 |=================================================== Stress-NG 0.14.06 Test: IO_uring Bogo Ops/s > Higher Is Better Linux 5.10.130 . 36489.15 |==================================================== Linux 5.15.83 .. 32758.89 |=============================================== Linux 6.1 ...... 32918.80 |=============================================== Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better Linux 5.10.130 . 1021149.38 |============================================== Linux 5.15.83 .. 1117321.90 |================================================== Linux 6.1 ...... 1099078.40 |================================================= Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better Linux 5.10.130 . 971725.25 |============================================== Linux 5.15.83 .. 1060251.05 |================================================== Linux 6.1 ...... 1046604.15 |================================================= Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better Linux 5.10.130 . 989148.97 |============================================== Linux 5.15.83 .. 1068662.91 |================================================== Linux 6.1 ...... 1074996.43 |================================================== EnCodec 0.1.1 Target Bandwidth: 6 kbps Seconds < Lower Is Better Linux 5.10.130 . 29.50 |=================================================== Linux 5.15.83 .. 29.53 |=================================================== Linux 6.1 ...... 32.02 |======================================================= Facebook RocksDB 7.5.3 Test: Random Fill Sync Op/s > Higher Is Better Linux 5.10.130 . 216464 |================================================== Linux 5.15.83 .. 234969 |====================================================== Linux 6.1 ...... 218454 |================================================== Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 5:1 Ops/sec > Higher Is Better Linux 5.10.130 . 918617.37 |=============================================== Linux 5.15.83 .. 993337.90 |=================================================== Linux 6.1 ...... 979549.43 |================================================== EnCodec 0.1.1 Target Bandwidth: 1.5 kbps Seconds < Lower Is Better Linux 5.10.130 . 28.21 |=================================================== Linux 5.15.83 .. 28.35 |=================================================== Linux 6.1 ...... 30.49 |======================================================= EnCodec 0.1.1 Target Bandwidth: 24 kbps Seconds < Lower Is Better Linux 5.10.130 . 34.16 |==================================================== Linux 5.15.83 .. 33.92 |=================================================== Linux 6.1 ...... 36.32 |======================================================= EnCodec 0.1.1 Target Bandwidth: 3 kbps Seconds < Lower Is Better Linux 5.10.130 . 29.14 |===================================================== Linux 5.15.83 .. 28.66 |==================================================== Linux 6.1 ...... 30.43 |======================================================= Facebook RocksDB 7.5.3 Test: Sequential Fill Op/s > Higher Is Better Linux 5.10.130 . 1204255 |===================================================== Linux 5.15.83 .. 1193837 |===================================================== Linux 6.1 ...... 1134991 |================================================== oneDNN 2.7 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 4.70699 |================================================== Linux 5.15.83 .. 4.70834 |================================================== Linux 6.1 ...... 4.98067 |===================================================== AOM AV1 3.5 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 48.05 |======================================================= Linux 5.15.83 .. 47.66 |======================================================= Linux 6.1 ...... 45.41 |==================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Linux 5.10.130 . 47676 |======================================================= Linux 5.15.83 .. 45922 |===================================================== Linux 6.1 ...... 45223 |==================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Linux 5.10.130 . 5.244 |==================================================== Linux 5.15.83 .. 5.444 |====================================================== Linux 6.1 ...... 5.528 |======================================================= Stargate Digital Audio Workstation 22.11.5 Sample Rate: 192000 - Buffer Size: 1024 Render Ratio > Higher Is Better Linux 5.10.130 . 1.889268 |================================================= Linux 5.15.83 .. 1.989680 |==================================================== Linux 6.1 ...... 1.928814 |================================================== JPEG XL libjxl 0.7 Input: PNG - Quality: 90 MP/s > Higher Is Better Linux 5.10.130 . 7.58 |======================================================== Linux 5.15.83 .. 7.54 |======================================================== Linux 6.1 ...... 7.20 |===================================================== Facebook RocksDB 7.5.3 Test: Update Random Op/s > Higher Is Better Linux 5.10.130 . 625695 |====================================================== Linux 5.15.83 .. 616626 |===================================================== Linux 6.1 ...... 594485 |=================================================== JPEG XL libjxl 0.7 Input: JPEG - Quality: 80 MP/s > Higher Is Better Linux 5.10.130 . 7.45 |======================================================== Linux 5.15.83 .. 7.40 |======================================================== Linux 6.1 ...... 7.08 |===================================================== JPEG XL libjxl 0.7 Input: JPEG - Quality: 90 MP/s > Higher Is Better Linux 5.10.130 . 7.30 |======================================================== Linux 5.15.83 .. 7.25 |======================================================== Linux 6.1 ...... 6.94 |===================================================== AOM AV1 3.5 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 48.34 |======================================================= Linux 5.15.83 .. 48.33 |======================================================= Linux 6.1 ...... 45.97 |==================================================== Facebook RocksDB 7.5.3 Test: Random Fill Op/s > Higher Is Better Linux 5.10.130 . 983199 |====================================================== Linux 5.15.83 .. 982848 |====================================================== Linux 6.1 ...... 935285 |=================================================== C-Blosc 2.3 Test: blosclz shuffle MB/s > Higher Is Better Linux 5.10.130 . 15238.1 |================================================== Linux 5.15.83 .. 15998.6 |===================================================== Linux 6.1 ...... 15256.1 |=================================================== JPEG XL Decoding libjxl 0.7 CPU Threads: 1 MP/s > Higher Is Better Linux 5.10.130 . 38.17 |======================================================= Linux 5.15.83 .. 37.90 |======================================================= Linux 6.1 ...... 36.37 |==================================================== AOM AV1 3.5 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 37.88 |======================================================= Linux 5.15.83 .. 37.86 |======================================================= Linux 6.1 ...... 36.10 |==================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 100 - Mode: Read Write TPS > Higher Is Better Linux 5.10.130 . 53656 |==================================================== Linux 5.15.83 .. 56230 |======================================================= Linux 6.1 ...... 54365 |===================================================== PostgreSQL 15 Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency ms < Lower Is Better Linux 5.10.130 . 1.864 |======================================================= Linux 5.15.83 .. 1.779 |==================================================== Linux 6.1 ...... 1.839 |====================================================== JPEG XL libjxl 0.7 Input: PNG - Quality: 80 MP/s > Higher Is Better Linux 5.10.130 . 7.70 |======================================================== Linux 5.15.83 .. 7.71 |======================================================== Linux 6.1 ...... 7.36 |===================================================== spaCy 3.4.1 Model: en_core_web_trf tokens/sec > Higher Is Better Linux 5.10.130 . 2446 |======================================================== Linux 5.15.83 .. 2416 |======================================================= Linux 6.1 ...... 2341 |====================================================== libavif avifenc 0.11 Encoder Speed: 10, Lossless Seconds < Lower Is Better Linux 5.10.130 . 6.637 |===================================================== Linux 5.15.83 .. 6.666 |===================================================== Linux 6.1 ...... 6.909 |======================================================= Stargate Digital Audio Workstation 22.11.5 Sample Rate: 44100 - Buffer Size: 512 Render Ratio > Higher Is Better Linux 5.10.130 . 3.909552 |=================================================== Linux 5.15.83 .. 3.972591 |==================================================== Linux 6.1 ...... 3.817268 |================================================== GraphicsMagick 1.3.38 Operation: Noise-Gaussian Iterations Per Minute > Higher Is Better Linux 5.10.130 . 335 |========================================================= Linux 5.15.83 .. 331 |======================================================== Linux 6.1 ...... 322 |======================================================= ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, Second Run Queries Per Minute, Geo Mean > Higher Is Better Linux 5.10.130 . 212.60 |====================================================== Linux 5.15.83 .. 209.58 |===================================================== Linux 6.1 ...... 204.43 |==================================================== NCNN 20220729 Target: CPU - Model: blazeface ms < Lower Is Better Linux 5.10.130 . 2.38 |======================================================== Linux 5.15.83 .. 2.29 |====================================================== Linux 6.1 ...... 2.36 |======================================================== C-Blosc 2.3 Test: blosclz bitshuffle MB/s > Higher Is Better Linux 5.10.130 . 10158.9 |=================================================== Linux 5.15.83 .. 10555.7 |===================================================== Linux 6.1 ...... 10161.3 |=================================================== Facebook RocksDB 7.5.3 Test: Read While Writing Op/s > Higher Is Better Linux 5.10.130 . 3100899 |===================================================== Linux 5.15.83 .. 3043279 |==================================================== Linux 6.1 ...... 2985392 |=================================================== ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, First Run / Cold Cache Queries Per Minute, Geo Mean > Higher Is Better Linux 5.10.130 . 205.76 |====================================================== Linux 5.15.83 .. 204.26 |====================================================== Linux 6.1 ...... 198.51 |==================================================== Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better Linux 5.10.130 . 70.17 |===================================================== Linux 5.15.83 .. 70.49 |===================================================== Linux 6.1 ...... 72.56 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better Linux 5.10.130 . 26.00 |===================================================== Linux 5.15.83 .. 26.48 |====================================================== Linux 6.1 ...... 26.87 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Linux 5.10.130 . 38.44 |======================================================= Linux 5.15.83 .. 37.76 |====================================================== Linux 6.1 ...... 37.21 |===================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 96000 - Buffer Size: 512 Render Ratio > Higher Is Better Linux 5.10.130 . 2.537891 |=================================================== Linux 5.15.83 .. 2.579045 |==================================================== Linux 6.1 ...... 2.497164 |================================================== Stress-NG 0.14.06 Test: Semaphores Bogo Ops/s > Higher Is Better Linux 5.10.130 . 3214994.83 |================================================ Linux 5.15.83 .. 3314461.38 |================================================== Linux 6.1 ...... 3315660.88 |================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 192000 - Buffer Size: 512 Render Ratio > Higher Is Better Linux 5.10.130 . 1.536255 |=================================================== Linux 5.15.83 .. 1.567049 |==================================================== Linux 6.1 ...... 1.520040 |================================================== Mobile Neural Network 2.1 Model: resnet-v2-50 ms < Lower Is Better Linux 5.10.130 . 10.148 |====================================================== Linux 5.15.83 .. 9.850 |==================================================== Linux 6.1 ...... 9.932 |===================================================== Timed Linux Kernel Compilation 6.1 Build: allmodconfig Seconds < Lower Is Better Linux 5.10.130 . 907.75 |==================================================== Linux 5.15.83 .. 911.08 |===================================================== Linux 6.1 ...... 934.27 |====================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 44100 - Buffer Size: 1024 Render Ratio > Higher Is Better Linux 5.10.130 . 4.385893 |=================================================== Linux 5.15.83 .. 4.431098 |==================================================== Linux 6.1 ...... 4.311382 |=================================================== NCNN 20220729 Target: CPU - Model: resnet50 ms < Lower Is Better Linux 5.10.130 . 14.20 |======================================================= Linux 5.15.83 .. 14.21 |======================================================= Linux 6.1 ...... 13.83 |====================================================== Mobile Neural Network 2.1 Model: MobileNetV2_224 ms < Lower Is Better Linux 5.10.130 . 3.855 |======================================================= Linux 5.15.83 .. 3.752 |====================================================== Linux 6.1 ...... 3.831 |======================================================= Mobile Neural Network 2.1 Model: squeezenetv1.1 ms < Lower Is Better Linux 5.10.130 . 2.592 |======================================================= Linux 5.15.83 .. 2.537 |====================================================== Linux 6.1 ...... 2.606 |======================================================= Numenta Anomaly Benchmark 1.1 Detector: KNN CAD Seconds < Lower Is Better Linux 5.10.130 . 185.33 |====================================================== Linux 5.15.83 .. 182.66 |===================================================== Linux 6.1 ...... 180.52 |===================================================== GraphicsMagick 1.3.38 Operation: Resizing Iterations Per Minute > Higher Is Better Linux 5.10.130 . 1333 |======================================================== Linux 5.15.83 .. 1321 |======================================================= Linux 6.1 ...... 1299 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Linux 5.10.130 . 73.60 |======================================================= Linux 5.15.83 .. 72.06 |====================================================== Linux 6.1 ...... 71.89 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better Linux 5.10.130 . 13.58 |====================================================== Linux 5.15.83 .. 13.87 |======================================================= Linux 6.1 ...... 13.90 |======================================================= Timed Erlang/OTP Compilation 25.0 Time To Compile Seconds < Lower Is Better Linux 5.10.130 . 91.56 |====================================================== Linux 5.15.83 .. 91.75 |====================================================== Linux 6.1 ...... 93.74 |======================================================= oneDNN 2.7 Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 0.851455 |==================================================== Linux 5.15.83 .. 0.846543 |==================================================== Linux 6.1 ...... 0.831866 |=================================================== Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Linux 5.10.130 . 144.01 |===================================================== Linux 5.15.83 .. 146.95 |====================================================== Linux 6.1 ...... 147.38 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Text Classification, BERT base uncased SST2 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Linux 5.10.130 . 55.54 |======================================================= Linux 5.15.83 .. 54.43 |====================================================== Linux 6.1 ...... 54.27 |====================================================== OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 78016 |====================================================== Linux 5.15.83 .. 77997 |====================================================== Linux 6.1 ...... 79804 |======================================================= NCNN 20220729 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Linux 5.10.130 . 23.60 |====================================================== Linux 5.15.83 .. 23.89 |======================================================= Linux 6.1 ...... 23.35 |====================================================== GraphicsMagick 1.3.38 Operation: Swirl Iterations Per Minute > Higher Is Better Linux 5.10.130 . 502 |========================================================= Linux 5.15.83 .. 499 |========================================================= Linux 6.1 ...... 491 |======================================================== Timed Godot Game Engine Compilation 3.2.3 Time To Compile Seconds < Lower Is Better Linux 5.10.130 . 97.25 |====================================================== Linux 5.15.83 .. 97.57 |====================================================== Linux 6.1 ...... 99.42 |======================================================= NCNN 20220729 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better Linux 5.10.130 . 17.13 |======================================================= Linux 5.15.83 .. 16.85 |====================================================== Linux 6.1 ...... 16.76 |====================================================== srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM eNb Mb/s > Higher Is Better Linux 5.10.130 . 303.4 |====================================================== Linux 5.15.83 .. 310.0 |======================================================= Linux 6.1 ...... 307.4 |======================================================= SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Linux 5.10.130 . 415.14 |====================================================== Linux 5.15.83 .. 418.02 |====================================================== Linux 6.1 ...... 409.13 |===================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 96000 - Buffer Size: 1024 Render Ratio > Higher Is Better Linux 5.10.130 . 2.999611 |=================================================== Linux 5.15.83 .. 3.063511 |==================================================== Linux 6.1 ...... 3.012585 |=================================================== Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better Linux 5.10.130 . 22.84 |====================================================== Linux 5.15.83 .. 23.31 |======================================================= Linux 6.1 ...... 23.07 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Linux 5.10.130 . 43.76 |======================================================= Linux 5.15.83 .. 42.90 |====================================================== Linux 6.1 ...... 43.32 |====================================================== OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 0.50 |======================================================= Linux 5.15.83 .. 0.50 |======================================================= Linux 6.1 ...... 0.51 |======================================================== OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 29.37 |====================================================== Linux 5.15.83 .. 29.29 |====================================================== Linux 6.1 ...... 29.86 |======================================================= OpenVINO 2022.2.dev Model: Vehicle Detection FP16 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 272.09 |====================================================== Linux 5.15.83 .. 272.80 |====================================================== Linux 6.1 ...... 267.62 |===================================================== JPEG XL libjxl 0.7 Input: JPEG - Quality: 100 MP/s > Higher Is Better Linux 5.10.130 . 0.53 |======================================================== Linux 5.15.83 .. 0.53 |======================================================== Linux 6.1 ...... 0.52 |======================================================= Stargate Digital Audio Workstation 22.11.5 Sample Rate: 480000 - Buffer Size: 512 Render Ratio > Higher Is Better Linux 5.10.130 . 3.726933 |=================================================== Linux 5.15.83 .. 3.790321 |==================================================== Linux 6.1 ...... 3.718812 |=================================================== JPEG XL libjxl 0.7 Input: PNG - Quality: 100 MP/s > Higher Is Better Linux 5.10.130 . 0.54 |======================================================== Linux 5.15.83 .. 0.54 |======================================================== Linux 6.1 ...... 0.53 |======================================================= Numenta Anomaly Benchmark 1.1 Detector: Relative Entropy Seconds < Lower Is Better Linux 5.10.130 . 15.80 |======================================================= Linux 5.15.83 .. 15.81 |======================================================= Linux 6.1 ...... 15.53 |====================================================== SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 120.79 |===================================================== Linux 5.15.83 .. 122.98 |====================================================== Linux 6.1 ...... 121.60 |===================================================== NCNN 20220729 Target: CPU - Model: mobilenet ms < Lower Is Better Linux 5.10.130 . 14.54 |====================================================== Linux 5.15.83 .. 14.71 |======================================================= Linux 6.1 ...... 14.45 |====================================================== libavif avifenc 0.11 Encoder Speed: 6, Lossless Seconds < Lower Is Better Linux 5.10.130 . 11.38 |====================================================== Linux 5.15.83 .. 11.43 |====================================================== Linux 6.1 ...... 11.58 |======================================================= OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 31167.81 |==================================================== Linux 5.15.83 .. 31007.38 |==================================================== Linux 6.1 ...... 30632.46 |=================================================== Stress-NG 0.14.06 Test: Memory Copying Bogo Ops/s > Higher Is Better Linux 5.10.130 . 4201.02 |===================================================== Linux 5.15.83 .. 4129.34 |==================================================== Linux 6.1 ...... 4181.80 |===================================================== Stargate Digital Audio Workstation 22.11.5 Sample Rate: 480000 - Buffer Size: 1024 Render Ratio > Higher Is Better Linux 5.10.130 . 4.199568 |=================================================== Linux 5.15.83 .. 4.270897 |==================================================== Linux 6.1 ...... 4.208880 |=================================================== Timed CPython Compilation 3.10.6 Build Configuration: Default Seconds < Lower Is Better Linux 5.10.130 . 19.45 |====================================================== Linux 5.15.83 .. 19.49 |====================================================== Linux 6.1 ...... 19.78 |======================================================= libavif avifenc 0.11 Encoder Speed: 6 Seconds < Lower Is Better Linux 5.10.130 . 6.689 |====================================================== Linux 5.15.83 .. 6.749 |======================================================= Linux 6.1 ...... 6.798 |======================================================= Mobile Neural Network 2.1 Model: nasnet ms < Lower Is Better Linux 5.10.130 . 14.91 |====================================================== Linux 5.15.83 .. 14.88 |====================================================== Linux 6.1 ...... 15.12 |======================================================= 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better Linux 5.10.130 . 106357 |===================================================== Linux 5.15.83 .. 108058 |====================================================== Linux 6.1 ...... 106968 |===================================================== NCNN 20220729 Target: CPU - Model: FastestDet ms < Lower Is Better Linux 5.10.130 . 7.02 |======================================================== Linux 5.15.83 .. 6.91 |======================================================= Linux 6.1 ...... 6.96 |======================================================== Mobile Neural Network 2.1 Model: SqueezeNetV1.0 ms < Lower Is Better Linux 5.10.130 . 4.892 |====================================================== Linux 5.15.83 .. 4.897 |====================================================== Linux 6.1 ...... 4.969 |======================================================= srsRAN 22.04.1 Test: OFDM_Test Samples / Second > Higher Is Better Linux 5.10.130 . 122000000 |=================================================== Linux 5.15.83 .. 122633333 |=================================================== Linux 6.1 ...... 120733333 |================================================== Mobile Neural Network 2.1 Model: inception-v3 ms < Lower Is Better Linux 5.10.130 . 22.73 |======================================================= Linux 5.15.83 .. 22.44 |====================================================== Linux 6.1 ...... 22.79 |======================================================= OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 124428 |===================================================== Linux 5.15.83 .. 124556 |===================================================== Linux 6.1 ...... 126341 |====================================================== TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: GoogLeNet images/sec > Higher Is Better Linux 5.10.130 . 114.41 |===================================================== Linux 5.15.83 .. 115.15 |====================================================== Linux 6.1 ...... 116.16 |====================================================== OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 66823 |====================================================== Linux 5.15.83 .. 66817 |====================================================== Linux 6.1 ...... 67837 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Linux 5.10.130 . 10.54 |======================================================= Linux 5.15.83 .. 10.43 |====================================================== Linux 6.1 ...... 10.38 |====================================================== Mobile Neural Network 2.1 Model: mobilenet-v1-1.0 ms < Lower Is Better Linux 5.10.130 . 2.678 |======================================================= Linux 5.15.83 .. 2.639 |====================================================== Linux 6.1 ...... 2.640 |====================================================== Cpuminer-Opt 3.20.3 Algorithm: Myriad-Groestl kH/s > Higher Is Better Linux 5.10.130 . 17363 |====================================================== Linux 5.15.83 .. 17610 |======================================================= Linux 6.1 ...... 17477 |======================================================= Timed Node.js Compilation 18.8 Time To Compile Seconds < Lower Is Better Linux 5.10.130 . 453.61 |===================================================== Linux 5.15.83 .. 453.31 |===================================================== Linux 6.1 ...... 459.75 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Linux 5.10.130 . 752.83 |===================================================== Linux 5.15.83 .. 760.84 |====================================================== Linux 6.1 ...... 763.31 |====================================================== OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 64.82 |======================================================= Linux 5.15.83 .. 64.28 |======================================================= Linux 6.1 ...... 63.96 |====================================================== OpenVINO 2022.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 123.34 |===================================================== Linux 5.15.83 .. 124.34 |====================================================== Linux 6.1 ...... 124.97 |====================================================== FLAC Audio Encoding 1.4 WAV To FLAC Seconds < Lower Is Better Linux 5.10.130 . 21.11 |====================================================== Linux 5.15.83 .. 21.10 |====================================================== Linux 6.1 ...... 21.38 |======================================================= Numenta Anomaly Benchmark 1.1 Detector: Bayesian Changepoint Seconds < Lower Is Better Linux 5.10.130 . 41.39 |====================================================== Linux 5.15.83 .. 41.43 |====================================================== Linux 6.1 ...... 41.94 |======================================================= SVT-AV1 1.4 Encoder Mode: Preset 13 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Linux 5.10.130 . 423.65 |====================================================== Linux 5.15.83 .. 425.26 |====================================================== Linux 6.1 ...... 419.75 |===================================================== GraphicsMagick 1.3.38 Operation: Enhanced Iterations Per Minute > Higher Is Better Linux 5.10.130 . 315 |========================================================= Linux 5.15.83 .. 314 |========================================================= Linux 6.1 ...... 311 |======================================================== OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 969.33 |====================================================== Linux 5.15.83 .. 957.08 |===================================================== Linux 6.1 ...... 957.41 |===================================================== Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better Linux 5.10.130 . 7.5265 |====================================================== Linux 5.15.83 .. 7.4408 |===================================================== Linux 6.1 ...... 7.5359 |====================================================== OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 121467 |===================================================== Linux 5.15.83 .. 121486 |===================================================== Linux 6.1 ...... 123000 |====================================================== Timed PHP Compilation 8.1.9 Time To Compile Seconds < Lower Is Better Linux 5.10.130 . 65.33 |====================================================== Linux 5.15.83 .. 65.14 |====================================================== Linux 6.1 ...... 65.96 |======================================================= NCNN 20220729 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Linux 5.10.130 . 5.66 |======================================================== Linux 5.15.83 .. 5.59 |======================================================= Linux 6.1 ...... 5.63 |======================================================== OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 485.36 |===================================================== Linux 5.15.83 .. 485.19 |===================================================== Linux 6.1 ...... 491.24 |====================================================== NCNN 20220729 Target: CPU - Model: mnasnet ms < Lower Is Better Linux 5.10.130 . 4.91 |======================================================== Linux 5.15.83 .. 4.85 |======================================================= Linux 6.1 ...... 4.89 |======================================================== OpenVINO 2022.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 16.47 |======================================================= Linux 5.15.83 .. 16.46 |======================================================= Linux 6.1 ...... 16.27 |====================================================== Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Linux 5.10.130 . 132.65 |===================================================== Linux 5.15.83 .. 134.13 |====================================================== Linux 6.1 ...... 132.51 |===================================================== ClickHouse 22.5.4.19 100M Rows Web Analytics Dataset, Third Run Queries Per Minute, Geo Mean > Higher Is Better Linux 5.10.130 . 212.42 |===================================================== Linux 5.15.83 .. 215.02 |====================================================== Linux 6.1 ...... 212.92 |===================================================== OpenVINO 2022.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 8.24 |======================================================= Linux 5.15.83 .. 8.34 |======================================================== Linux 6.1 ...... 8.33 |======================================================== TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: GoogLeNet images/sec > Higher Is Better Linux 5.10.130 . 121.72 |===================================================== Linux 5.15.83 .. 122.18 |====================================================== Linux 6.1 ...... 123.19 |====================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 GFInst/s > Higher Is Better Linux 5.10.130 . 530.27 |===================================================== Linux 5.15.83 .. 529.24 |===================================================== Linux 6.1 ...... 535.57 |====================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM1 Billion Interactions/s > Higher Is Better Linux 5.10.130 . 21.21 |====================================================== Linux 5.15.83 .. 21.17 |====================================================== Linux 6.1 ...... 21.42 |======================================================= Cpuminer-Opt 3.20.3 Algorithm: Ringcoin kH/s > Higher Is Better Linux 5.10.130 . 2833.09 |===================================================== Linux 5.15.83 .. 2812.34 |===================================================== Linux 6.1 ...... 2800.62 |==================================================== Cpuminer-Opt 3.20.3 Algorithm: Blake-2 S kH/s > Higher Is Better Linux 5.10.130 . 1149103 |===================================================== Linux 5.15.83 .. 1150583 |===================================================== Linux 6.1 ...... 1137550 |==================================================== miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 Billion Interactions/s > Higher Is Better Linux 5.10.130 . 21.39 |======================================================= Linux 5.15.83 .. 21.32 |====================================================== Linux 6.1 ...... 21.55 |======================================================= miniBUDE 20210901 Implementation: OpenMP - Input Deck: BM2 GFInst/s > Higher Is Better Linux 5.10.130 . 534.74 |====================================================== Linux 5.15.83 .. 532.92 |===================================================== Linux 6.1 ...... 538.79 |====================================================== TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: ResNet-50 images/sec > Higher Is Better Linux 5.10.130 . 37.68 |====================================================== Linux 5.15.83 .. 38.09 |======================================================= Linux 6.1 ...... 38.01 |======================================================= oneDNN 2.7 Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 4.15869 |==================================================== Linux 5.15.83 .. 4.20343 |===================================================== Linux 6.1 ...... 4.18096 |===================================================== Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Linux 5.10.130 . 10.52 |======================================================= Linux 5.15.83 .. 10.45 |======================================================= Linux 6.1 ...... 10.41 |====================================================== srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM eNb Mb/s > Higher Is Better Linux 5.10.130 . 279.8 |====================================================== Linux 5.15.83 .. 282.7 |======================================================= Linux 6.1 ...... 280.2 |======================================================= AOM AV1 3.5 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 11.70 |======================================================= Linux 5.15.83 .. 11.77 |======================================================= Linux 6.1 ...... 11.65 |====================================================== srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB MIMO 64-QAM UE Mb/s > Higher Is Better Linux 5.10.130 . 117.3 |======================================================= Linux 5.15.83 .. 118.3 |======================================================= Linux 6.1 ...... 117.1 |====================================================== GraphicsMagick 1.3.38 Operation: Sharpen Iterations Per Minute > Higher Is Better Linux 5.10.130 . 199 |========================================================= Linux 5.15.83 .. 199 |========================================================= Linux 6.1 ...... 197 |======================================================== OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Execution Time Seconds < Lower Is Better Linux 5.10.130 . 188.28 |====================================================== Linux 5.15.83 .. 186.40 |===================================================== Linux 6.1 ...... 186.93 |====================================================== NCNN 20220729 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Linux 5.10.130 . 7.06 |======================================================== Linux 5.15.83 .. 6.99 |======================================================= Linux 6.1 ...... 7.04 |======================================================== OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 65271 |====================================================== Linux 5.15.83 .. 65242 |====================================================== Linux 6.1 ...... 65894 |======================================================= srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM UE Mb/s > Higher Is Better Linux 5.10.130 . 131.0 |======================================================= Linux 5.15.83 .. 131.6 |======================================================= Linux 6.1 ...... 130.3 |====================================================== OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 1.04 |======================================================== Linux 5.15.83 .. 1.03 |======================================================= Linux 6.1 ...... 1.04 |======================================================== libavif avifenc 0.11 Encoder Speed: 2 Seconds < Lower Is Better Linux 5.10.130 . 70.52 |====================================================== Linux 5.15.83 .. 71.07 |======================================================= Linux 6.1 ...... 71.20 |======================================================= Mobile Neural Network 2.1 Model: mobilenetV3 ms < Lower Is Better Linux 5.10.130 . 2.091 |======================================================= Linux 5.15.83 .. 2.071 |====================================================== Linux 6.1 ...... 2.083 |======================================================= NCNN 20220729 Target: CPU - Model: googlenet ms < Lower Is Better Linux 5.10.130 . 11.57 |======================================================= Linux 5.15.83 .. 11.46 |====================================================== Linux 6.1 ...... 11.48 |======================================================= SVT-AV1 1.4 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 2.475 |======================================================= Linux 5.15.83 .. 2.483 |======================================================= Linux 6.1 ...... 2.460 |====================================================== OpenRadioss 2022.10.13 Model: Bumper Beam Seconds < Lower Is Better Linux 5.10.130 . 152.41 |====================================================== Linux 5.15.83 .. 151.82 |====================================================== Linux 6.1 ...... 153.23 |====================================================== Xmrig 6.18.1 Variant: Monero - Hash Count: 1M H/s > Higher Is Better Linux 5.10.130 . 6794.5 |====================================================== Linux 5.15.83 .. 6829.8 |====================================================== Linux 6.1 ...... 6767.3 |====================================================== OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 3.31 |======================================================== Linux 5.15.83 .. 3.30 |======================================================== Linux 6.1 ...... 3.28 |======================================================= BRL-CAD 7.32.6 VGR Performance Metric VGR Performance Metric > Higher Is Better Linux 5.10.130 . 167771 |====================================================== Linux 5.15.83 .. 166852 |====================================================== Linux 6.1 ...... 168334 |====================================================== Numenta Anomaly Benchmark 1.1 Detector: Earthgecko Skyline Seconds < Lower Is Better Linux 5.10.130 . 114.81 |====================================================== Linux 5.15.83 .. 115.53 |====================================================== Linux 6.1 ...... 115.83 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Linux 5.10.130 . 758.03 |====================================================== Linux 5.15.83 .. 759.35 |====================================================== Linux 6.1 ...... 764.74 |====================================================== oneDNN 2.7 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 0.313238 |==================================================== Linux 5.15.83 .. 0.316005 |==================================================== Linux 6.1 ...... 0.313975 |==================================================== SVT-AV1 1.4 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Linux 5.10.130 . 7.046 |======================================================= Linux 5.15.83 .. 6.985 |======================================================= Linux 6.1 ...... 7.024 |======================================================= srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB MIMO 256-QAM UE Mb/s > Higher Is Better Linux 5.10.130 . 126.9 |======================================================= Linux 5.15.83 .. 128.0 |======================================================= Linux 6.1 ...... 127.2 |======================================================= SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 34.52 |======================================================= Linux 5.15.83 .. 34.82 |======================================================= Linux 6.1 ...... 34.72 |======================================================= NCNN 20220729 Target: CPU - Model: regnety_400m ms < Lower Is Better Linux 5.10.130 . 18.83 |======================================================= Linux 5.15.83 .. 18.67 |======================================================= Linux 6.1 ...... 18.70 |======================================================= Stress-NG 0.14.06 Test: Atomic Bogo Ops/s > Higher Is Better Linux 5.10.130 . 223731.70 |=================================================== Linux 5.15.83 .. 225144.33 |=================================================== Linux 6.1 ...... 225639.32 |=================================================== Cpuminer-Opt 3.20.3 Algorithm: LBC, LBRY Credits kH/s > Higher Is Better Linux 5.10.130 . 96820 |======================================================= Linux 5.15.83 .. 96663 |======================================================= Linux 6.1 ...... 96010 |======================================================= SVT-AV1 1.4 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better Linux 5.10.130 . 126.50 |====================================================== Linux 5.15.83 .. 127.53 |====================================================== Linux 6.1 ...... 126.76 |====================================================== OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Execution Time Seconds < Lower Is Better Linux 5.10.130 . 1598.70 |===================================================== Linux 5.15.83 .. 1611.59 |===================================================== Linux 6.1 ...... 1607.40 |===================================================== Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better Linux 5.10.130 . 104.16 |====================================================== Linux 5.15.83 .. 104.01 |====================================================== Linux 6.1 ...... 104.83 |====================================================== OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 625.50 |====================================================== Linux 5.15.83 .. 623.36 |====================================================== Linux 6.1 ...... 620.61 |====================================================== WebP Image Encode 1.2.4 Encode Settings: Quality 100, Lossless MP/s > Higher Is Better Linux 5.10.130 . 1.27 |======================================================== Linux 5.15.83 .. 1.28 |======================================================== Linux 6.1 ...... 1.27 |======================================================== srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM eNb Mb/s > Higher Is Better Linux 5.10.130 . 279.8 |======================================================= Linux 5.15.83 .. 282.0 |======================================================= Linux 6.1 ...... 280.3 |======================================================= srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB SISO 256-QAM eNb Mb/s > Higher Is Better Linux 5.10.130 . 307.0 |======================================================= Linux 5.15.83 .. 307.9 |======================================================= Linux 6.1 ...... 305.5 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Document Classification, oBERT base uncased on IMDB - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Linux 5.10.130 . 9.5996 |====================================================== Linux 5.15.83 .. 9.6141 |====================================================== Linux 6.1 ...... 9.5393 |====================================================== OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 25.53 |======================================================= Linux 5.15.83 .. 25.62 |======================================================= Linux 6.1 ...... 25.73 |======================================================= OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Mesh Time Seconds < Lower Is Better Linux 5.10.130 . 38.54 |======================================================= Linux 5.15.83 .. 38.24 |======================================================= Linux 6.1 ...... 38.36 |======================================================= WebP Image Encode 1.2.4 Encode Settings: Quality 100 MP/s > Higher Is Better Linux 5.10.130 . 9.00 |======================================================== Linux 5.15.83 .. 9.02 |======================================================== Linux 6.1 ...... 8.95 |======================================================== OpenVINO 2022.2.dev Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 15259.86 |==================================================== Linux 5.15.83 .. 15258.56 |==================================================== Linux 6.1 ...... 15144.32 |==================================================== spaCy 3.4.1 Model: en_core_web_lg tokens/sec > Higher Is Better Linux 5.10.130 . 11314 |======================================================= Linux 5.15.83 .. 11236 |======================================================= Linux 6.1 ...... 11231 |======================================================= Cpuminer-Opt 3.20.3 Algorithm: Quad SHA-256, Pyrite kH/s > Higher Is Better Linux 5.10.130 . 218830 |====================================================== Linux 5.15.83 .. 218493 |====================================================== Linux 6.1 ...... 217237 |====================================================== oneDNN 2.7 Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 0.956399 |==================================================== Linux 5.15.83 .. 0.961682 |==================================================== Linux 6.1 ...... 0.963400 |==================================================== NCNN 20220729 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Linux 5.10.130 . 5.56 |======================================================== Linux 5.15.83 .. 5.53 |======================================================== Linux 6.1 ...... 5.57 |======================================================== OpenRadioss 2022.10.13 Model: Rubber O-Ring Seal Installation Seconds < Lower Is Better Linux 5.10.130 . 159.75 |====================================================== Linux 5.15.83 .. 159.15 |====================================================== Linux 6.1 ...... 160.27 |====================================================== OpenRadioss 2022.10.13 Model: INIVOL and Fluid Structure Interaction Drop Container Seconds < Lower Is Better Linux 5.10.130 . 443.72 |====================================================== Linux 5.15.83 .. 445.17 |====================================================== Linux 6.1 ...... 446.66 |====================================================== WebP Image Encode 1.2.4 Encode Settings: Quality 100, Highest Compression MP/s > Higher Is Better Linux 5.10.130 . 3.07 |======================================================== Linux 5.15.83 .. 3.09 |======================================================== Linux 6.1 ...... 3.08 |======================================================== Y-Cruncher 0.7.10.9513 Pi Digits To Calculate: 500M Seconds < Lower Is Better Linux 5.10.130 . 11.35 |======================================================= Linux 5.15.83 .. 11.37 |======================================================= Linux 6.1 ...... 11.29 |======================================================= OpenVINO 2022.2.dev Model: Person Detection FP16 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 2400.02 |===================================================== Linux 5.15.83 .. 2401.74 |===================================================== Linux 6.1 ...... 2415.31 |===================================================== Cpuminer-Opt 3.20.3 Algorithm: Triple SHA-256, Onecoin kH/s > Higher Is Better Linux 5.10.130 . 315913 |====================================================== Linux 5.15.83 .. 313917 |====================================================== Linux 6.1 ...... 315723 |====================================================== oneDNN 2.7 Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 911.82 |====================================================== Linux 5.15.83 .. 908.19 |====================================================== Linux 6.1 ...... 913.94 |====================================================== Stress-NG 0.14.06 Test: CPU Stress Bogo Ops/s > Higher Is Better Linux 5.10.130 . 34273.52 |==================================================== Linux 5.15.83 .. 34238.77 |==================================================== Linux 6.1 ...... 34059.43 |==================================================== nekRS 22.0 Input: TurboPipe Periodic FLOP/s > Higher Is Better Linux 5.10.130 . 70649766667 |================================================= Linux 5.15.83 .. 70923633333 |================================================= Linux 6.1 ...... 70481500000 |================================================= OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 3.25 |======================================================== Linux 5.15.83 .. 3.25 |======================================================== Linux 6.1 ...... 3.23 |======================================================== Numenta Anomaly Benchmark 1.1 Detector: Windowed Gaussian Seconds < Lower Is Better Linux 5.10.130 . 9.070 |======================================================= Linux 5.15.83 .. 9.018 |======================================================= Linux 6.1 ...... 9.073 |======================================================= OpenVINO 2022.2.dev Model: Person Detection FP32 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 2436.30 |===================================================== Linux 5.15.83 .. 2441.67 |===================================================== Linux 6.1 ...... 2451.10 |===================================================== NCNN 20220729 Target: CPU - Model: vision_transformer ms < Lower Is Better Linux 5.10.130 . 160.27 |====================================================== Linux 5.15.83 .. 161.23 |====================================================== Linux 6.1 ...... 160.39 |====================================================== oneDNN 2.7 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 4.29153 |===================================================== Linux 5.15.83 .. 4.31178 |===================================================== Linux 6.1 ...... 4.28618 |===================================================== OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Mesh Time Seconds < Lower Is Better Linux 5.10.130 . 241.49 |====================================================== Linux 5.15.83 .. 242.25 |====================================================== Linux 6.1 ...... 242.92 |====================================================== Cpuminer-Opt 3.20.3 Algorithm: Skeincoin kH/s > Higher Is Better Linux 5.10.130 . 135103 |====================================================== Linux 5.15.83 .. 134833 |====================================================== Linux 6.1 ...... 134320 |====================================================== TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: GoogLeNet images/sec > Higher Is Better Linux 5.10.130 . 125.79 |====================================================== Linux 5.15.83 .. 126.29 |====================================================== Linux 6.1 ...... 126.49 |====================================================== Cpuminer-Opt 3.20.3 Algorithm: Deepcoin kH/s > Higher Is Better Linux 5.10.130 . 14497 |======================================================= Linux 5.15.83 .. 14500 |======================================================= Linux 6.1 ...... 14420 |======================================================= Stress-NG 0.14.06 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better Linux 5.10.130 . 911917.94 |=================================================== Linux 5.15.83 .. 916397.13 |=================================================== Linux 6.1 ...... 916843.52 |=================================================== Timed CPython Compilation 3.10.6 Build Configuration: Released Build, PGO + LTO Optimized Seconds < Lower Is Better Linux 5.10.130 . 383.51 |====================================================== Linux 5.15.83 .. 383.96 |====================================================== Linux 6.1 ...... 385.50 |====================================================== Blender 3.4 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better Linux 5.10.130 . 318.28 |====================================================== Linux 5.15.83 .. 317.07 |====================================================== Linux 6.1 ...... 318.71 |====================================================== oneDNN 2.7 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 3.10144 |===================================================== Linux 5.15.83 .. 3.08561 |===================================================== Linux 6.1 ...... 3.09433 |===================================================== oneDNN 2.7 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 3.30606 |===================================================== Linux 5.15.83 .. 3.29633 |===================================================== Linux 6.1 ...... 3.31244 |===================================================== srsRAN 22.04.1 Test: 4G PHY_DL_Test 100 PRB SISO 64-QAM UE Mb/s > Higher Is Better Linux 5.10.130 . 123.3 |======================================================= Linux 5.15.83 .. 123.9 |======================================================= Linux 6.1 ...... 123.3 |======================================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: Rhodopsin Protein ns/day > Higher Is Better Linux 5.10.130 . 10.66 |======================================================= Linux 5.15.83 .. 10.64 |======================================================= Linux 6.1 ...... 10.61 |======================================================= SVT-AV1 1.4 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better Linux 5.10.130 . 95.49 |======================================================= Linux 5.15.83 .. 95.04 |======================================================= Linux 6.1 ...... 95.15 |======================================================= Cpuminer-Opt 3.20.3 Algorithm: x25x kH/s > Higher Is Better Linux 5.10.130 . 640.06 |====================================================== Linux 5.15.83 .. 641.61 |====================================================== Linux 6.1 ...... 638.64 |====================================================== Y-Cruncher 0.7.10.9513 Pi Digits To Calculate: 1B Seconds < Lower Is Better Linux 5.10.130 . 24.45 |======================================================= Linux 5.15.83 .. 24.56 |======================================================= Linux 6.1 ...... 24.46 |======================================================= TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: ResNet-50 images/sec > Higher Is Better Linux 5.10.130 . 40.23 |======================================================= Linux 5.15.83 .. 40.41 |======================================================= Linux 6.1 ...... 40.32 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better Linux 5.10.130 . 104.00 |====================================================== Linux 5.15.83 .. 104.04 |====================================================== Linux 6.1 ...... 103.58 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Token Classification, BERT base uncased conll2003 - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Linux 5.10.130 . 9.6153 |====================================================== Linux 5.15.83 .. 9.6111 |====================================================== Linux 6.1 ...... 9.6532 |====================================================== oneDNN 2.7 Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 1621.84 |===================================================== Linux 5.15.83 .. 1614.87 |===================================================== Linux 6.1 ...... 1618.86 |===================================================== Cpuminer-Opt 3.20.3 Algorithm: scrypt kH/s > Higher Is Better Linux 5.10.130 . 491.90 |====================================================== Linux 5.15.83 .. 489.83 |====================================================== Linux 6.1 ...... 491.85 |====================================================== Xmrig 6.18.1 Variant: Wownero - Hash Count: 1M H/s > Higher Is Better Linux 5.10.130 . 9492.2 |====================================================== Linux 5.15.83 .. 9531.3 |====================================================== Linux 6.1 ...... 9527.7 |====================================================== Cpuminer-Opt 3.20.3 Algorithm: Magi kH/s > Higher Is Better Linux 5.10.130 . 374.94 |====================================================== Linux 5.15.83 .. 373.55 |====================================================== Linux 6.1 ...... 373.45 |====================================================== TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: AlexNet images/sec > Higher Is Better Linux 5.10.130 . 243.30 |====================================================== Linux 5.15.83 .. 242.73 |====================================================== Linux 6.1 ...... 242.34 |====================================================== TensorFlow 2.10 Device: CPU - Batch Size: 64 - Model: ResNet-50 images/sec > Higher Is Better Linux 5.10.130 . 41.90 |======================================================= Linux 5.15.83 .. 42.05 |======================================================= Linux 6.1 ...... 42.06 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Linux 5.10.130 . 108.55 |====================================================== Linux 5.15.83 .. 108.34 |====================================================== Linux 6.1 ...... 108.74 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Text Classification, DistilBERT mnli - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Linux 5.10.130 . 73.68 |======================================================= Linux 5.15.83 .. 73.82 |======================================================= Linux 6.1 ...... 73.55 |======================================================= Facebook RocksDB 7.5.3 Test: Random Read Op/s > Higher Is Better Linux 5.10.130 . 65094239 |==================================================== Linux 5.15.83 .. 65233649 |==================================================== Linux 6.1 ...... 65337175 |==================================================== OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 417.71 |====================================================== Linux 5.15.83 .. 416.95 |====================================================== Linux 6.1 ...... 416.16 |====================================================== NCNN 20220729 Target: CPU - Model: alexnet ms < Lower Is Better Linux 5.10.130 . 5.46 |======================================================== Linux 5.15.83 .. 5.48 |======================================================== Linux 6.1 ...... 5.46 |======================================================== TensorFlow 2.10 Device: CPU - Batch Size: 16 - Model: AlexNet images/sec > Higher Is Better Linux 5.10.130 . 166.55 |====================================================== Linux 5.15.83 .. 166.90 |====================================================== Linux 6.1 ...... 166.31 |====================================================== 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better Linux 5.10.130 . 86432 |======================================================= Linux 5.15.83 .. 86735 |======================================================= Linux 6.1 ...... 86680 |======================================================= Cpuminer-Opt 3.20.3 Algorithm: Garlicoin kH/s > Higher Is Better Linux 5.10.130 . 6572.81 |===================================================== Linux 5.15.83 .. 6594.18 |===================================================== Linux 6.1 ...... 6571.66 |===================================================== Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Linux 5.10.130 . 86.66 |======================================================= Linux 5.15.83 .. 86.94 |======================================================= Linux 6.1 ...... 86.88 |======================================================= oneDNN 2.7 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 909.63 |====================================================== Linux 5.15.83 .. 912.07 |====================================================== Linux 6.1 ...... 909.15 |====================================================== oneDNN 2.7 Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 1.25271 |===================================================== Linux 5.15.83 .. 1.25174 |===================================================== Linux 6.1 ...... 1.24871 |===================================================== OpenVINO 2022.2.dev Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 19.11 |======================================================= Linux 5.15.83 .. 19.15 |======================================================= Linux 6.1 ...... 19.17 |======================================================= Blender 3.4 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better Linux 5.10.130 . 106.13 |====================================================== Linux 5.15.83 .. 106.38 |====================================================== Linux 6.1 ...... 106.46 |====================================================== srsRAN 22.04.1 Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM eNb Mb/s > Higher Is Better Linux 5.10.130 . 98.6 |======================================================== Linux 5.15.83 .. 98.6 |======================================================== Linux 6.1 ...... 98.3 |======================================================== Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Linux 5.10.130 . 219.36 |====================================================== Linux 5.15.83 .. 219.01 |====================================================== Linux 6.1 ...... 218.69 |====================================================== Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Linux 5.10.130 . 144.24 |====================================================== Linux 5.15.83 .. 143.81 |====================================================== Linux 6.1 ...... 144.21 |====================================================== Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream ms/batch < Lower Is Better Linux 5.10.130 . 13.27 |======================================================= Linux 5.15.83 .. 13.31 |======================================================= Linux 6.1 ...... 13.27 |======================================================= TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: ResNet-50 images/sec > Higher Is Better Linux 5.10.130 . 43.50 |======================================================= Linux 5.15.83 .. 43.41 |======================================================= Linux 6.1 ...... 43.37 |======================================================= Stress-NG 0.14.06 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better Linux 5.10.130 . 194.36 |====================================================== Linux 5.15.83 .. 194.88 |====================================================== Linux 6.1 ...... 194.30 |====================================================== Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Synchronous Single-Stream items/sec > Higher Is Better Linux 5.10.130 . 75.26 |======================================================= Linux 5.15.83 .. 75.04 |======================================================= Linux 6.1 ...... 75.26 |======================================================= Neural Magic DeepSparse 1.1 Model: NLP Question Answering, BERT base uncased SQuaD 12layer Pruned90 - Scenario: Asynchronous Multi-Stream items/sec > Higher Is Better Linux 5.10.130 . 55.42 |======================================================= Linux 5.15.83 .. 55.58 |======================================================= Linux 6.1 ...... 55.44 |======================================================= Numenta Anomaly Benchmark 1.1 Detector: Contextual Anomaly Detector OSE Seconds < Lower Is Better Linux 5.10.130 . 55.73 |======================================================= Linux 5.15.83 .. 55.66 |======================================================= Linux 6.1 ...... 55.82 |======================================================= Neural Magic DeepSparse 1.1 Model: CV Classification, ResNet-50 ImageNet - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Linux 5.10.130 . 36.44 |======================================================= Linux 5.15.83 .. 36.50 |======================================================= Linux 6.1 ...... 36.54 |======================================================= LAMMPS Molecular Dynamics Simulator 23Jun2022 Model: 20k Atoms ns/day > Higher Is Better Linux 5.10.130 . 10.43 |======================================================= Linux 5.15.83 .. 10.41 |======================================================= Linux 6.1 ...... 10.40 |======================================================= Neural Magic DeepSparse 1.1 Model: CV Detection,YOLOv5s COCO - Scenario: Asynchronous Multi-Stream ms/batch < Lower Is Better Linux 5.10.130 . 92.21 |======================================================= Linux 5.15.83 .. 91.99 |======================================================= Linux 6.1 ...... 92.05 |======================================================= OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 28409 |======================================================= Linux 5.15.83 .. 28417 |======================================================= Linux 6.1 ...... 28479 |======================================================= OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 2178 |======================================================== Linux 5.15.83 .. 2176 |======================================================== Linux 6.1 ...... 2173 |======================================================== libavif avifenc 0.11 Encoder Speed: 0 Seconds < Lower Is Better Linux 5.10.130 . 145.01 |====================================================== Linux 5.15.83 .. 144.71 |====================================================== Linux 6.1 ...... 145.04 |====================================================== OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 284699 |====================================================== Linux 5.15.83 .. 284853 |====================================================== Linux 6.1 ...... 284235 |====================================================== TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: AlexNet images/sec > Higher Is Better Linux 5.10.130 . 278.63 |====================================================== Linux 5.15.83 .. 279.05 |====================================================== Linux 6.1 ...... 279.22 |====================================================== OpenRadioss 2022.10.13 Model: Bird Strike on Windshield Seconds < Lower Is Better Linux 5.10.130 . 256.43 |====================================================== Linux 5.15.83 .. 256.19 |====================================================== Linux 6.1 ...... 255.89 |====================================================== WebP Image Encode 1.2.4 Encode Settings: Default MP/s > Higher Is Better Linux 5.10.130 . 14.37 |======================================================= Linux 5.15.83 .. 14.40 |======================================================= Linux 6.1 ...... 14.38 |======================================================= OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 239935 |====================================================== Linux 5.15.83 .. 240311 |====================================================== Linux 6.1 ...... 240430 |====================================================== TensorFlow 2.10 Device: CPU - Batch Size: 256 - Model: GoogLeNet images/sec > Higher Is Better Linux 5.10.130 . 130.21 |====================================================== Linux 5.15.83 .. 130.40 |====================================================== Linux 6.1 ...... 130.47 |====================================================== Facebook RocksDB 7.5.3 Test: Read Random Write Random Op/s > Higher Is Better Linux 5.10.130 . 2132608 |===================================================== Linux 5.15.83 .. 2129359 |===================================================== Linux 6.1 ...... 2133528 |===================================================== TensorFlow 2.10 Device: CPU - Batch Size: 32 - Model: AlexNet images/sec > Higher Is Better Linux 5.10.130 . 211.25 |====================================================== Linux 5.15.83 .. 211.47 |====================================================== Linux 6.1 ...... 211.06 |====================================================== Primesieve 8.0 Length: 1e13 Seconds < Lower Is Better Linux 5.10.130 . 174.72 |====================================================== Linux 5.15.83 .. 174.66 |====================================================== Linux 6.1 ...... 174.98 |====================================================== oneDNN 2.7 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 1613.12 |===================================================== Linux 5.15.83 .. 1611.14 |===================================================== Linux 6.1 ...... 1614.07 |===================================================== oneDNN 2.7 Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 0.540654 |==================================================== Linux 5.15.83 .. 0.540452 |==================================================== Linux 6.1 ...... 0.541430 |==================================================== ASTC Encoder 4.0 Preset: Thorough MT/s > Higher Is Better Linux 5.10.130 . 9.3225 |====================================================== Linux 5.15.83 .. 9.3267 |====================================================== Linux 6.1 ...... 9.3103 |====================================================== OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 5.88 |======================================================== Linux 5.15.83 .. 5.88 |======================================================== Linux 6.1 ...... 5.89 |======================================================== Blender 3.4 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better Linux 5.10.130 . 373.74 |====================================================== Linux 5.15.83 .. 373.54 |====================================================== Linux 6.1 ...... 374.17 |====================================================== srsRAN 22.04.1 Test: 5G PHY_DL_NR Test 52 PRB SISO 64-QAM UE Mb/s > Higher Is Better Linux 5.10.130 . 65.9 |======================================================== Linux 5.15.83 .. 66.0 |======================================================== Linux 6.1 ...... 65.9 |======================================================== oneDNN 2.7 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 2.29636 |===================================================== Linux 5.15.83 .. 2.29385 |===================================================== Linux 6.1 ...... 2.29708 |===================================================== OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 29172 |======================================================= Linux 5.15.83 .. 29206 |======================================================= Linux 6.1 ...... 29165 |======================================================= Primesieve 8.0 Length: 1e12 Seconds < Lower Is Better Linux 5.10.130 . 14.44 |======================================================= Linux 5.15.83 .. 14.43 |======================================================= Linux 6.1 ...... 14.42 |======================================================= oneDNN 2.7 Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU ms < Lower Is Better Linux 5.10.130 . 0.496613 |==================================================== Linux 5.15.83 .. 0.497248 |==================================================== Linux 6.1 ...... 0.496776 |==================================================== OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 7055 |======================================================== Linux 5.15.83 .. 7046 |======================================================== Linux 6.1 ...... 7048 |======================================================== Stress-NG 0.14.06 Test: Vector Math Bogo Ops/s > Higher Is Better Linux 5.10.130 . 55351.58 |==================================================== Linux 5.15.83 .. 55415.01 |==================================================== Linux 6.1 ...... 55344.32 |==================================================== OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 8.02 |======================================================== Linux 5.15.83 .. 8.01 |======================================================== Linux 6.1 ...... 8.02 |======================================================== OSPRay Studio 0.11 Camera: 2 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 1826 |======================================================== Linux 5.15.83 .. 1826 |======================================================== Linux 6.1 ...... 1824 |======================================================== OpenRadioss 2022.10.13 Model: Cell Phone Drop Test Seconds < Lower Is Better Linux 5.10.130 . 96.21 |======================================================= Linux 5.15.83 .. 96.31 |======================================================= Linux 6.1 ...... 96.30 |======================================================= OSPRay Studio 0.11 Camera: 1 - Resolution: 4K - Samples Per Pixel: 32 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 234216 |====================================================== Linux 5.15.83 .. 234142 |====================================================== Linux 6.1 ...... 234371 |====================================================== Blender 3.4 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better Linux 5.10.130 . 1145.90 |===================================================== Linux 5.15.83 .. 1144.82 |===================================================== Linux 6.1 ...... 1145.18 |===================================================== OpenVINO 2022.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better Linux 5.10.130 . 1991.75 |===================================================== Linux 5.15.83 .. 1993.58 |===================================================== Linux 6.1 ...... 1992.23 |===================================================== ASTC Encoder 4.0 Preset: Medium MT/s > Higher Is Better Linux 5.10.130 . 72.16 |======================================================= Linux 5.15.83 .. 72.12 |======================================================= Linux 6.1 ...... 72.10 |======================================================= OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 16 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 146583 |====================================================== Linux 5.15.83 .. 146570 |====================================================== Linux 6.1 ...... 146692 |====================================================== Stress-NG 0.14.06 Test: Crypto Bogo Ops/s > Higher Is Better Linux 5.10.130 . 18742.67 |==================================================== Linux 5.15.83 .. 18733.10 |==================================================== Linux 6.1 ...... 18727.61 |==================================================== OpenVINO 2022.2.dev Model: Face Detection FP16 - Device: CPU ms < Lower Is Better Linux 5.10.130 . 1357.37 |===================================================== Linux 5.15.83 .. 1356.35 |===================================================== Linux 6.1 ...... 1357.10 |===================================================== ASTC Encoder 4.0 Preset: Exhaustive MT/s > Higher Is Better Linux 5.10.130 . 0.9371 |====================================================== Linux 5.15.83 .. 0.9375 |====================================================== Linux 6.1 ...... 0.9368 |====================================================== ASTC Encoder 4.0 Preset: Fast MT/s > Higher Is Better Linux 5.10.130 . 193.13 |====================================================== Linux 5.15.83 .. 193.02 |====================================================== Linux 6.1 ...... 192.99 |====================================================== Stress-NG 0.14.06 Test: Matrix Math Bogo Ops/s > Higher Is Better Linux 5.10.130 . 55915.36 |==================================================== Linux 5.15.83 .. 55890.23 |==================================================== Linux 6.1 ...... 55875.18 |==================================================== OSPRay Studio 0.11 Camera: 3 - Resolution: 1080p - Samples Per Pixel: 16 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 34786 |======================================================= Linux 5.15.83 .. 34801 |======================================================= Linux 6.1 ...... 34779 |======================================================= Blender 3.4 Blend File: Fishy Cat - Compute: CPU-Only Seconds < Lower Is Better Linux 5.10.130 . 144.25 |====================================================== Linux 5.15.83 .. 144.34 |====================================================== Linux 6.1 ...... 144.29 |====================================================== OSPRay Studio 0.11 Camera: 3 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 8633 |======================================================== Linux 5.15.83 .. 8628 |======================================================== Linux 6.1 ...... 8633 |======================================================== OSPRay Studio 0.11 Camera: 1 - Resolution: 1080p - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 1778 |======================================================== Linux 5.15.83 .. 1778 |======================================================== Linux 6.1 ...... 1779 |======================================================== OSPRay Studio 0.11 Camera: 2 - Resolution: 4K - Samples Per Pixel: 1 - Renderer: Path Tracer ms < Lower Is Better Linux 5.10.130 . 7242 |======================================================== Linux 5.15.83 .. 7246 |======================================================== Linux 6.1 ...... 7245 |======================================================== Stress-NG 0.14.06 Test: x86_64 RdRand Bogo Ops/s > Higher Is Better Linux 5.10.130 . 252390.56 |=================================================== Linux 5.15.83 .. 252393.88 |=================================================== Linux 6.1 ...... 252372.29 |=================================================== Aircrack-ng 1.7 k/s > Higher Is Better Linux 5.10.130 . 50605.56 |==================================================== Linux 5.15.83 .. 50607.74 |==================================================== Linux 6.1 ...... 50609.28 |==================================================== Natron 2.4.3 Input: Spaceship FPS > Higher Is Better Linux 5.10.130 . 3.6 |========================================================= Linux 5.15.83 .. 3.6 |========================================================= Linux 6.1 ...... 3.6 |========================================================= NCNN 20220729 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Linux 5.10.130 . 4.95 |======================================================== Linux 5.15.83 .. 4.95 |======================================================== Linux 6.1 ...... 4.95 |======================================================== WebP Image Encode 1.2.4 Encode Settings: Quality 100, Lossless, Highest Compression MP/s > Higher Is Better Linux 5.10.130 . 0.48 |======================================================== Linux 5.15.83 .. 0.48 |======================================================== Linux 6.1 ...... 0.48 |======================================================== NCNN 20220729 Target: CPU - Model: resnet18 ms < Lower Is Better Linux 5.10.130 . 8.09 |======================================================== Linux 5.15.83 .. 8.05 |======================================================== Linux 6.1 ...... 7.85 |====================================================== NCNN 20220729 Target: CPU - Model: vgg16 ms < Lower Is Better Linux 5.10.130 . 26.95 |====================================================== Linux 5.15.83 .. 27.69 |======================================================= Linux 6.1 ...... 26.52 |===================================================== Stress-NG 0.14.06 Test: Socket Activity Bogo Ops/s > Higher Is Better Linux 5.10.130 . 10160.91 |============================== Linux 5.15.83 .. 17786.17 |==================================================== Linux 6.1 ...... 16990.75 |================================================== Stress-NG 0.14.06 Test: CPU Cache Bogo Ops/s > Higher Is Better Linux 5.10.130 . 116.33 |================================================= Linux 5.15.83 .. 128.31 |====================================================== Linux 6.1 ...... 115.59 |================================================= Stress-NG 0.14.06 Test: Futex Bogo Ops/s > Higher Is Better Linux 5.10.130 . 1498828.70 |=============================== Linux 5.15.83 .. 2364278.75 |================================================= Linux 6.1 ...... 2433807.14 |================================================== Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better Linux 5.10.130 . 978963.31 |=========================================== Linux 5.15.83 .. 1123953.55 |================================================== Linux 6.1 ...... 1130454.03 |==================================================