System76 Thelio Kernels Linux 6.8 Benchmarks by Michael Larabel for a future article. v6.6.6 Stock: Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: NAVI31 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: ASUS VP28U, Network: Aquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Pop 22.04, Kernel: 6.6.6-76060606-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, OpenGL: 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.54), Vulkan: 1.3.267, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3840x2160 v6.7: Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: NAVI31 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: ASUS VP28U, Network: Aquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Pop 22.04, Kernel: 6.7.0-060700-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, OpenGL: 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.56), Vulkan: 1.3.267, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3840x2160 v6.8 20 Jan: Processor: AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads), Motherboard: System76 Thelio Major (FA Z5 BIOS), Chipset: AMD Device 14a4, Memory: 4 x 32 GB DRAM-4800MT/s Micron MTC20F1045S1RC48BA2, Disk: 1000GB CT1000T700SSD5, Graphics: NAVI31 45GB (1760/1124MHz), Audio: AMD Device 14cc, Monitor: ASUS VP28U, Network: Aquantia Device 14c0 + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6 AX210/AX211/AX411 OS: Pop 22.04, Kernel: 6.7.0-060700daily20240120-generic (x86_64), Desktop: GNOME Shell 42.5, Display Server: X Server 1.21.1.4, OpenGL: 4.6 Mesa 23.3.2-1pop0~1704238321~22.04~36f1d0e (LLVM 15.0.7 DRM 3.57), Vulkan: 1.3.267, Compiler: GCC 11.4.0, File-System: ext4, Screen Resolution: 3840x2160 QuantLib 1.32 Configuration: Multi-Threaded MFLOPS > Higher Is Better v6.6.6 Stock . 266288.4 |===================================================== v6.7 ......... 269955.5 |====================================================== v6.8 20 Jan .. 270826.1 |====================================================== QuantLib 1.32 Configuration: Single-Threaded MFLOPS > Higher Is Better v6.6.6 Stock . 4354.9 |======================================================= v6.7 ......... 4410.4 |======================================================== v6.8 20 Jan .. 4422.2 |======================================================== LeelaChessZero 0.30 Backend: Eigen Nodes Per Second > Higher Is Better v6.6.6 Stock . 365 |=========================================================== v6.7 ......... 358 |========================================================== v6.8 20 Jan .. 363 |=========================================================== Quicksilver 20230818 Input: CTS2 Figure Of Merit > Higher Is Better v6.6.6 Stock . 23326667 |===================================================== v6.7 ......... 23876667 |====================================================== v6.8 20 Jan .. 23663333 |====================================================== Quicksilver 20230818 Input: CORAL2 P1 Figure Of Merit > Higher Is Better v6.6.6 Stock . 27280000 |===================================================== v6.7 ......... 28040000 |====================================================== v6.8 20 Jan .. 27913333 |====================================================== Quicksilver 20230818 Input: CORAL2 P2 Figure Of Merit > Higher Is Better v6.6.6 Stock . 22070000 |====================================================== v6.7 ......... 22036667 |====================================================== v6.8 20 Jan .. 22086667 |====================================================== rav1e 0.7 Speed: 1 Frames Per Second > Higher Is Better v6.6.6 Stock . 1.369 |======================================================== v6.7 ......... 1.384 |========================================================= v6.8 20 Jan .. 1.380 |========================================================= rav1e 0.7 Speed: 5 Frames Per Second > Higher Is Better v6.6.6 Stock . 5.620 |======================================================== v6.7 ......... 5.672 |========================================================= v6.8 20 Jan .. 5.666 |========================================================= rav1e 0.7 Speed: 6 Frames Per Second > Higher Is Better v6.6.6 Stock . 7.370 |======================================================== v6.7 ......... 7.398 |======================================================== v6.8 20 Jan .. 7.465 |========================================================= rav1e 0.7 Speed: 10 Frames Per Second > Higher Is Better v6.6.6 Stock . 17.60 |========================================================= v6.7 ......... 17.56 |======================================================== v6.8 20 Jan .. 17.72 |========================================================= SVT-AV1 1.8 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better v6.6.6 Stock . 9.081 |======================================================== v6.7 ......... 9.208 |========================================================= v6.8 20 Jan .. 9.125 |======================================================== SVT-AV1 1.8 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better v6.6.6 Stock . 88.83 |======================================================== v6.7 ......... 90.36 |========================================================= v6.8 20 Jan .. 88.96 |======================================================== SVT-AV1 1.8 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better v6.6.6 Stock . 183.37 |======================================================= v6.7 ......... 186.25 |======================================================== v6.8 20 Jan .. 179.57 |====================================================== SVT-AV1 1.8 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better v6.6.6 Stock . 188.72 |======================================================= v6.7 ......... 192.31 |======================================================== v6.8 20 Jan .. 188.23 |======================================================= 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better v6.6.6 Stock . 356395 |======================================================= v6.7 ......... 363397 |======================================================== v6.8 20 Jan .. 359039 |======================================================= 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better v6.6.6 Stock . 556761 |====================================================== v6.7 ......... 570883 |======================================================== v6.8 20 Jan .. 572516 |======================================================== Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better v6.6.6 Stock . 23.91 |======================================================== v6.7 ......... 23.61 |======================================================= v6.8 20 Jan .. 24.48 |========================================================= Timed Linux Kernel Compilation 6.1 Build: allmodconfig Seconds < Lower Is Better v6.6.6 Stock . 250.17 |======================================================== v6.7 ......... 213.97 |================================================ v6.8 20 Jan .. 222.59 |================================================== Timed LLVM Compilation 16.0 Build System: Ninja Seconds < Lower Is Better v6.6.6 Stock . 162.96 |======================================================== v6.7 ......... 128.92 |============================================ v6.8 20 Jan .. 129.40 |============================================ Timed LLVM Compilation 16.0 Build System: Unix Makefiles Seconds < Lower Is Better v6.6.6 Stock . 181.65 |======================================================== v6.7 ......... 180.19 |======================================================== v6.8 20 Jan .. 179.85 |======================================================= Timed Node.js Compilation 19.8.1 Time To Compile Seconds < Lower Is Better v6.6.6 Stock . 121.21 |======================================================== v6.7 ......... 118.05 |======================================================= v6.8 20 Jan .. 118.90 |======================================================= Timed PHP Compilation 8.1.9 Time To Compile Seconds < Lower Is Better v6.6.6 Stock . 27.12 |========================================================= v6.7 ......... 26.69 |======================================================== v6.8 20 Jan .. 26.92 |========================================================= Y-Cruncher 0.8.3 Pi Digits To Calculate: 1B Seconds < Lower Is Better v6.6.6 Stock . 11.02 |========================================================= v6.7 ......... 11.06 |========================================================= v6.8 20 Jan .. 11.02 |========================================================= Y-Cruncher 0.8.3 Pi Digits To Calculate: 500M Seconds < Lower Is Better v6.6.6 Stock . 5.463 |========================================================= v6.7 ......... 5.480 |========================================================= v6.8 20 Jan .. 5.444 |========================================================= FLAC Audio Encoding 1.4 WAV To FLAC Seconds < Lower Is Better v6.6.6 Stock . 12.52 |========================================================= v6.7 ......... 12.37 |======================================================== v6.8 20 Jan .. 12.38 |======================================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only TPS > Higher Is Better v6.6.6 Stock . 3886975 |===================================================== v6.7 ......... 4004740 |====================================================== v6.8 20 Jan .. 4067249 |======================================================= PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only - Average Latency ms < Lower Is Better v6.6.6 Stock . 0.257 |========================================================= v6.7 ......... 0.250 |======================================================= v6.8 20 Jan .. 0.246 |======================================================= PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write TPS > Higher Is Better v6.6.6 Stock . 29356 |================================================ v6.7 ......... 31899 |===================================================== v6.8 20 Jan .. 34526 |========================================================= PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write - Average Latency ms < Lower Is Better v6.6.6 Stock . 34.69 |========================================================= v6.7 ......... 31.97 |===================================================== v6.8 20 Jan .. 28.96 |================================================ PyTorch 2.1 Device: CPU - Batch Size: 1 - Model: ResNet-50 batches/sec > Higher Is Better v6.6.6 Stock . 57.32 |========================================================= v6.7 ......... 52.69 |==================================================== v6.8 20 Jan .. 52.39 |==================================================== PyTorch 2.1 Device: CPU - Batch Size: 16 - Model: ResNet-50 batches/sec > Higher Is Better v6.6.6 Stock . 46.86 |========================================================= v6.7 ......... 43.29 |===================================================== v6.8 20 Jan .. 43.16 |==================================================== PyTorch 2.1 Device: CPU - Batch Size: 512 - Model: ResNet-50 batches/sec > Higher Is Better v6.6.6 Stock . 46.38 |========================================================= v6.7 ......... 43.19 |===================================================== v6.8 20 Jan .. 43.03 |===================================================== TensorFlow 2.12 Device: CPU - Batch Size: 1 - Model: ResNet-50 images/sec > Higher Is Better v6.6.6 Stock . 7.19 |========================================================= v6.7 ......... 7.12 |========================================================= v6.8 20 Jan .. 7.27 |========================================================== TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: ResNet-50 images/sec > Higher Is Better v6.6.6 Stock . 48.27 |============================== v6.7 ......... 90.57 |========================================================= v6.8 20 Jan .. 90.59 |========================================================= Stress-NG 0.16.04 Test: Hash Bogo Ops/s > Higher Is Better v6.6.6 Stock . 17033307.63 |================================================= v6.7 ......... 17551780.14 |=================================================== v6.8 20 Jan .. 17563822.26 |=================================================== Stress-NG 0.16.04 Test: MMAP Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1037.83 |======================================================= v6.7 ......... 1042.84 |======================================================= v6.8 20 Jan .. 969.10 |=================================================== Stress-NG 0.16.04 Test: NUMA Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1036.77 |===================================================== v6.7 ......... 1068.09 |====================================================== v6.8 20 Jan .. 1081.69 |======================================================= Stress-NG 0.16.04 Test: Pipe Bogo Ops/s > Higher Is Better v6.6.6 Stock . 27118341.21 |================================================ v6.7 ......... 28997709.97 |=================================================== v6.8 20 Jan .. 28177842.38 |================================================== Stress-NG 0.16.04 Test: Poll Bogo Ops/s > Higher Is Better v6.6.6 Stock . 7394187.64 |================================================= v6.7 ......... 7499767.91 |================================================== v6.8 20 Jan .. 7868494.17 |==================================================== Stress-NG 0.16.04 Test: Zlib Bogo Ops/s > Higher Is Better v6.6.6 Stock . 7881.10 |====================================================== v6.7 ......... 8041.12 |======================================================= v6.8 20 Jan .. 8060.14 |======================================================= Stress-NG 0.16.04 Test: Futex Bogo Ops/s > Higher Is Better v6.6.6 Stock . 3008388.98 |================================================== v6.7 ......... 3014245.49 |================================================== v6.8 20 Jan .. 3115686.21 |==================================================== Stress-NG 0.16.04 Test: MEMFD Bogo Ops/s > Higher Is Better v6.6.6 Stock . 730.62 |======================================================== v6.7 ......... 733.70 |======================================================== v6.8 20 Jan .. 626.37 |================================================ Stress-NG 0.16.04 Test: Mutex Bogo Ops/s > Higher Is Better v6.6.6 Stock . 23109393.80 |============================================ v6.7 ......... 24181954.44 |============================================== v6.8 20 Jan .. 26762751.75 |=================================================== Stress-NG 0.16.04 Test: Atomic Bogo Ops/s > Higher Is Better v6.6.6 Stock . 319.94 |======================================================== v6.7 ......... 319.64 |======================================================== v6.8 20 Jan .. 319.56 |======================================================== Stress-NG 0.16.04 Test: Crypto Bogo Ops/s > Higher Is Better v6.6.6 Stock . 183183.99 |=================================================== v6.7 ......... 188548.45 |===================================================== v6.8 20 Jan .. 189063.33 |===================================================== Stress-NG 0.16.04 Test: Malloc Bogo Ops/s > Higher Is Better v6.6.6 Stock . 150760521.22 |================================================= v6.7 ......... 154494959.66 |================================================== v6.8 20 Jan .. 150399862.32 |================================================= Stress-NG 0.16.04 Test: Cloning Bogo Ops/s > Higher Is Better v6.6.6 Stock . 5992.45 |================================================ v6.7 ......... 6798.10 |======================================================= v6.8 20 Jan .. 6732.44 |====================================================== Stress-NG 0.16.04 Test: Forking Bogo Ops/s > Higher Is Better v6.6.6 Stock . 57664.20 |========================================== v6.7 ......... 74065.57 |====================================================== v6.8 20 Jan .. 70085.01 |=================================================== Stress-NG 0.16.04 Test: Pthread Bogo Ops/s > Higher Is Better v6.6.6 Stock . 125130.59 |===================================================== v6.7 ......... 125537.87 |===================================================== v6.8 20 Jan .. 124066.29 |==================================================== Stress-NG 0.16.04 Test: AVL Tree Bogo Ops/s > Higher Is Better v6.6.6 Stock . 432.83 |====================================== v6.7 ......... 635.15 |======================================================== v6.8 20 Jan .. 638.58 |======================================================== Stress-NG 0.16.04 Test: IO_uring Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1486513.95 |================================== v6.7 ......... 2249186.66 |==================================================== v6.8 20 Jan .. 1779056.72 |========================================= Stress-NG 0.16.04 Test: SENDFILE Bogo Ops/s > Higher Is Better v6.6.6 Stock . 816781.54 |========================================== v6.7 ......... 1002168.85 |==================================================== v6.8 20 Jan .. 911584.27 |=============================================== Stress-NG 0.16.04 Test: CPU Cache Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1268835.49 |=================================================== v6.7 ......... 1271089.94 |=================================================== v6.8 20 Jan .. 1289645.53 |==================================================== Stress-NG 0.16.04 Test: CPU Stress Bogo Ops/s > Higher Is Better v6.6.6 Stock . 185200.38 |================================================== v6.7 ......... 194017.28 |==================================================== v6.8 20 Jan .. 196549.81 |===================================================== Stress-NG 0.16.04 Test: Semaphores Bogo Ops/s > Higher Is Better v6.6.6 Stock . 93013794.86 |============================================ v6.7 ......... 100143123.74 |=============================================== v6.8 20 Jan .. 106517080.67 |================================================== Stress-NG 0.16.04 Test: Matrix Math Bogo Ops/s > Higher Is Better v6.6.6 Stock . 385258.18 |==================================================== v6.7 ......... 396041.26 |===================================================== v6.8 20 Jan .. 395555.26 |===================================================== Stress-NG 0.16.04 Test: Vector Math Bogo Ops/s > Higher Is Better v6.6.6 Stock . 485001.34 |=================================================== v6.7 ......... 499009.49 |===================================================== v6.8 20 Jan .. 500004.38 |===================================================== Stress-NG 0.16.04 Test: AVX-512 VNNI Bogo Ops/s > Higher Is Better v6.6.6 Stock . 8158371.94 |=================================================== v6.7 ......... 8282501.92 |==================================================== v6.8 20 Jan .. 8295943.77 |==================================================== Stress-NG 0.16.04 Test: Function Call Bogo Ops/s > Higher Is Better v6.6.6 Stock . 59193.78 |==================================================== v6.7 ......... 61613.76 |====================================================== v6.8 20 Jan .. 61542.13 |====================================================== Stress-NG 0.16.04 Test: x86_64 RdRand Bogo Ops/s > Higher Is Better v6.6.6 Stock . 11327.06 |====================================================== v6.7 ......... 11326.12 |====================================================== v6.8 20 Jan .. 11328.36 |====================================================== Stress-NG 0.16.04 Test: Floating Point Bogo Ops/s > Higher Is Better v6.6.6 Stock . 26744.36 |==================================================== v6.7 ......... 27569.66 |====================================================== v6.8 20 Jan .. 27614.73 |====================================================== Stress-NG 0.16.04 Test: Matrix 3D Math Bogo Ops/s > Higher Is Better v6.6.6 Stock . 2308.98 |============================= v6.7 ......... 4379.78 |======================================================= v6.8 20 Jan .. 4331.88 |====================================================== Stress-NG 0.16.04 Test: Memory Copying Bogo Ops/s > Higher Is Better v6.6.6 Stock . 24004.53 |==================================================== v6.7 ......... 24695.64 |====================================================== v6.8 20 Jan .. 24217.05 |===================================================== Stress-NG 0.16.04 Test: Vector Shuffle Bogo Ops/s > Higher Is Better v6.6.6 Stock . 55853.54 |==================================================== v6.7 ......... 57494.65 |====================================================== v6.8 20 Jan .. 57552.23 |====================================================== Stress-NG 0.16.04 Test: Mixed Scheduler Bogo Ops/s > Higher Is Better v6.6.6 Stock . 53828.66 |==================================================== v6.7 ......... 55946.69 |====================================================== v6.8 20 Jan .. 56064.47 |====================================================== Stress-NG 0.16.04 Test: Wide Vector Math Bogo Ops/s > Higher Is Better v6.6.6 Stock . 3230461.50 |================================================== v6.7 ......... 3320137.02 |==================================================== v6.8 20 Jan .. 3328142.09 |==================================================== Stress-NG 0.16.04 Test: Context Switching Bogo Ops/s > Higher Is Better v6.6.6 Stock . 20153249.56 |================================================ v6.7 ......... 21313434.90 |=================================================== v6.8 20 Jan .. 21334268.59 |=================================================== Stress-NG 0.16.04 Test: Fused Multiply-Add Bogo Ops/s > Higher Is Better v6.6.6 Stock . 70244822.75 |================================================== v6.7 ......... 72100478.14 |=================================================== v6.8 20 Jan .. 71381983.24 |================================================== Stress-NG 0.16.04 Test: Vector Floating Point Bogo Ops/s > Higher Is Better v6.6.6 Stock . 228832.13 |==================================================== v6.7 ......... 234027.64 |===================================================== v6.8 20 Jan .. 235304.73 |===================================================== Stress-NG 0.16.04 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better v6.6.6 Stock . 73865789.56 |================================================== v6.7 ......... 75382089.04 |=================================================== v6.8 20 Jan .. 74823547.61 |=================================================== Stress-NG 0.16.04 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1894.28 |==================================================== v6.7 ......... 1953.71 |===================================================== v6.8 20 Jan .. 2020.69 |======================================================= Stress-NG 0.16.04 Test: System V Message Passing Bogo Ops/s > Higher Is Better v6.6.6 Stock . 26211336.69 |============================================== v6.7 ......... 26702772.59 |=============================================== v6.8 20 Jan .. 28955467.63 |=================================================== Blender 4.0 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better v6.6.6 Stock . 17.76 |========================================================= v6.7 ......... 17.38 |======================================================== v6.8 20 Jan .. 17.40 |======================================================== Blender 4.0 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better v6.6.6 Stock . 163.38 |======================================================== v6.7 ......... 157.37 |====================================================== v6.8 20 Jan .. 157.47 |====================================================== OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 128.73 |===================================== v6.7 ......... 188.83 |====================================================== v6.8 20 Jan .. 196.25 |======================================================== OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 249.98 |======================================================== v6.7 ......... 169.15 |====================================== v6.8 20 Jan .. 162.79 |==================================== OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 83.26 |======================================================== v6.7 ......... 85.22 |========================================================= v6.8 20 Jan .. 85.25 |========================================================= OpenVINO 2023.2.dev Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 383.15 |======================================================== v6.7 ......... 374.51 |======================================================= v6.8 20 Jan .. 374.31 |======================================================= OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 4926.83 |====================================================== v6.7 ......... 5045.51 |======================================================= v6.8 20 Jan .. 5040.81 |======================================================= OpenVINO 2023.2.dev Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 6.37 |========================================================== v6.7 ......... 6.21 |========================================================= v6.8 20 Jan .. 6.22 |========================================================= OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 13960.22 |===================================================== v6.7 ......... 14310.25 |====================================================== v6.8 20 Jan .. 14329.96 |====================================================== OpenVINO 2023.2.dev Model: Face Detection Retail FP16-INT8 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 4.36 |========================================================== v6.7 ......... 4.25 |========================================================= v6.8 20 Jan .. 4.25 |========================================================= OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 1271.04 |============================================= v6.7 ......... 1561.17 |======================================================= v6.8 20 Jan .. 1556.06 |======================================================= OpenVINO 2023.2.dev Model: Road Segmentation ADAS FP16-INT8 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 25.08 |========================================================= v6.7 ......... 20.42 |============================================== v6.8 20 Jan .. 20.48 |=============================================== OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 206.02 |================================ v6.7 ......... 354.54 |======================================================== v6.8 20 Jan .. 355.35 |======================================================== OpenVINO 2023.2.dev Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 154.91 |======================================================== v6.7 ......... 90.02 |================================= v6.8 20 Jan .. 89.82 |================================ OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 7959.97 |====================================================== v6.7 ......... 8161.26 |======================================================= v6.8 20 Jan .. 8146.27 |======================================================= OpenVINO 2023.2.dev Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 7.69 |========================================================== v6.7 ......... 7.50 |========================================================= v6.8 20 Jan .. 7.50 |========================================================= OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 3740.50 |================================================ v6.7 ......... 4254.67 |======================================================= v6.8 20 Jan .. 4274.68 |======================================================= OpenVINO 2023.2.dev Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 8.41 |========================================================== v6.7 ......... 7.36 |=================================================== v6.8 20 Jan .. 7.33 |=================================================== OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 1728.88 |==================================================== v6.7 ......... 1828.77 |======================================================= v6.8 20 Jan .. 1821.25 |======================================================= OpenVINO 2023.2.dev Model: Handwritten English Recognition FP16-INT8 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 36.90 |========================================================= v6.7 ......... 34.87 |====================================================== v6.8 20 Jan .. 35.02 |====================================================== OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 113672.15 |=================================================== v6.7 ......... 117409.53 |===================================================== v6.8 20 Jan .. 116852.12 |===================================================== OpenVINO 2023.2.dev Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 0.39 |========================================================== v6.7 ......... 0.38 |========================================================= v6.8 20 Jan .. 0.38 |========================================================= Speedb 2.7 Test: Random Read Op/s > Higher Is Better v6.6.6 Stock . 453059822 |=================================================== v6.7 ......... 468123627 |===================================================== v6.8 20 Jan .. 467824743 |===================================================== Speedb 2.7 Test: Update Random Op/s > Higher Is Better v6.6.6 Stock . 444650 |==================================================== v6.7 ......... 462917 |====================================================== v6.8 20 Jan .. 478743 |======================================================== Speedb 2.7 Test: Read While Writing Op/s > Higher Is Better v6.6.6 Stock . 13467254 |====================================================== v6.7 ......... 13040244 |==================================================== v6.8 20 Jan .. 13182311 |===================================================== Speedb 2.7 Test: Read Random Write Random Op/s > Higher Is Better v6.6.6 Stock . 3101077 |================================================== v6.7 ......... 3348632 |====================================================== v6.8 20 Jan .. 3382985 |=======================================================