System76 Thelio Kernels AMD Ryzen Threadripper 7980X 64-Cores testing with a System76 Thelio Major (FA Z5 BIOS) and NAVI31 45GB on Pop 22.04 via the Phoronix Test Suite. 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 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 |========================================================= 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 |===================================================== PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Write TPS > Higher Is Better v6.6.6 Stock . 29356 |==================================================== v6.7 ......... 31899 |========================================================= Timed Linux Kernel Compilation 6.1 Build: allmodconfig Seconds < Lower Is Better v6.6.6 Stock . 250.17 |======================================================== v6.7 ......... 213.97 |================================================ LeelaChessZero 0.30 Backend: Eigen Nodes Per Second > Higher Is Better v6.6.6 Stock . 365 |=========================================================== v6.7 ......... 358 |========================================================== Quicksilver 20230818 Input: CTS2 Figure Of Merit > Higher Is Better v6.6.6 Stock . 23326667 |===================================================== v6.7 ......... 23876667 |====================================================== Quicksilver 20230818 Input: CORAL2 P2 Figure Of Merit > Higher Is Better v6.6.6 Stock . 22070000 |====================================================== v6.7 ......... 22036667 |====================================================== OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU ms < Lower Is Better v6.6.6 Stock . 249.98 |======================================================== v6.7 ......... 169.15 |====================================== OpenVINO 2023.2.dev Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better v6.6.6 Stock . 128.73 |====================================== v6.7 ......... 188.83 |======================================================== 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 |=================================================== 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 |======================================================= 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 |============================================== 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 |======================================================= Timed LLVM Compilation 16.0 Build System: Unix Makefiles Seconds < Lower Is Better v6.6.6 Stock . 181.65 |======================================================== v6.7 ......... 180.19 |======================================================== Blender 4.0 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better v6.6.6 Stock . 163.38 |======================================================== v6.7 ......... 157.37 |====================================================== Stress-NG 0.16.04 Test: Context Switching Bogo Ops/s > Higher Is Better v6.6.6 Stock . 20153249.56 |================================================ v6.7 ......... 21313434.90 |=================================================== Timed LLVM Compilation 16.0 Build System: Ninja Seconds < Lower Is Better v6.6.6 Stock . 162.96 |======================================================== v6.7 ......... 128.92 |============================================ 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 |======================================================= 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 |======================================================= PostgreSQL 16 Scaling Factor: 100 - Clients: 1000 - Mode: Read Only TPS > Higher Is Better v6.6.6 Stock . 3886975 |===================================================== v6.7 ......... 4004740 |======================================================= Stress-NG 0.16.04 Test: Futex Bogo Ops/s > Higher Is Better v6.6.6 Stock . 3008388.98 |==================================================== v6.7 ......... 3014245.49 |==================================================== Timed Node.js Compilation 19.8.1 Time To Compile Seconds < Lower Is Better v6.6.6 Stock . 121.21 |======================================================== v6.7 ......... 118.05 |======================================================= Speedb 2.7 Test: Read While Writing Op/s > Higher Is Better v6.6.6 Stock . 13467254 |====================================================== v6.7 ......... 13040244 |==================================================== Stress-NG 0.16.04 Test: Cloning Bogo Ops/s > Higher Is Better v6.6.6 Stock . 5992.45 |================================================ v6.7 ......... 6798.10 |======================================================= Stress-NG 0.16.04 Test: IO_uring Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1486513.95 |================================== v6.7 ......... 2249186.66 |==================================================== Stress-NG 0.16.04 Test: Forking Bogo Ops/s > Higher Is Better v6.6.6 Stock . 57664.20 |========================================== v6.7 ......... 74065.57 |====================================================== Stress-NG 0.16.04 Test: AVL Tree Bogo Ops/s > Higher Is Better v6.6.6 Stock . 432.83 |====================================== v6.7 ......... 635.15 |======================================================== Stress-NG 0.16.04 Test: CPU Cache Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1268835.49 |==================================================== v6.7 ......... 1271089.94 |==================================================== 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 |======================================================= 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 |========================================================= 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 |================================= 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 |======================================================== 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 |========================================================= 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 |====================================================== 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 |========================================================= 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 |===================================================== 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 |====================================================== 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 |======================================================= 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 |========================================================= 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 |======================================================= 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 |========================================================= 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 |======================================================= Speedb 2.7 Test: Update Random Op/s > Higher Is Better v6.6.6 Stock . 444650 |====================================================== v6.7 ......... 462917 |======================================================== Speedb 2.7 Test: Read Random Write Random Op/s > Higher Is Better v6.6.6 Stock . 3101077 |=================================================== v6.7 ......... 3348632 |======================================================= Speedb 2.7 Test: Random Read Op/s > Higher Is Better v6.6.6 Stock . 453059822 |=================================================== v6.7 ......... 468123627 |===================================================== rav1e 0.7 Speed: 1 Frames Per Second > Higher Is Better v6.6.6 Stock . 1.369 |======================================================== v6.7 ......... 1.384 |========================================================= QuantLib 1.32 Configuration: Multi-Threaded MFLOPS > Higher Is Better v6.6.6 Stock . 266288.4 |===================================================== v6.7 ......... 269955.5 |====================================================== 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 |===================================================== 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 |===================================================== Quicksilver 20230818 Input: CORAL2 P1 Figure Of Merit > Higher Is Better v6.6.6 Stock . 27280000 |===================================================== v6.7 ......... 28040000 |====================================================== 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 |==================================================== Stress-NG 0.16.04 Test: Pipe Bogo Ops/s > Higher Is Better v6.6.6 Stock . 27118341.21 |================================================ v6.7 ......... 28997709.97 |=================================================== Timed Linux Kernel Compilation 6.1 Build: defconfig Seconds < Lower Is Better v6.6.6 Stock . 23.91 |========================================================= v6.7 ......... 23.61 |======================================================== rav1e 0.7 Speed: 5 Frames Per Second > Higher Is Better v6.6.6 Stock . 5.620 |======================================================== v6.7 ......... 5.672 |========================================================= rav1e 0.7 Speed: 10 Frames Per Second > Higher Is Better v6.6.6 Stock . 17.60 |========================================================= v6.7 ......... 17.56 |========================================================= 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better v6.6.6 Stock . 556761 |======================================================= v6.7 ......... 570883 |======================================================== 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better v6.6.6 Stock . 356395 |======================================================= v6.7 ......... 363397 |======================================================== Stress-NG 0.16.04 Test: Atomic Bogo Ops/s > Higher Is Better v6.6.6 Stock . 319.94 |======================================================== v6.7 ......... 319.64 |======================================================== Stress-NG 0.16.04 Test: Malloc Bogo Ops/s > Higher Is Better v6.6.6 Stock . 150760521.22 |================================================= v6.7 ......... 154494959.66 |================================================== Stress-NG 0.16.04 Test: MMAP Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1037.83 |======================================================= v6.7 ......... 1042.84 |======================================================= Stress-NG 0.16.04 Test: MEMFD Bogo Ops/s > Higher Is Better v6.6.6 Stock . 730.62 |======================================================== v6.7 ......... 733.70 |======================================================== 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 |====================================================== Stress-NG 0.16.04 Test: Pthread Bogo Ops/s > Higher Is Better v6.6.6 Stock . 125130.59 |===================================================== v6.7 ......... 125537.87 |===================================================== Stress-NG 0.16.04 Test: Zlib Bogo Ops/s > Higher Is Better v6.6.6 Stock . 7881.10 |====================================================== v6.7 ......... 8041.12 |======================================================= 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 |==================================================== Stress-NG 0.16.04 Test: NUMA Bogo Ops/s > Higher Is Better v6.6.6 Stock . 1036.77 |===================================================== v6.7 ......... 1068.09 |======================================================= Stress-NG 0.16.04 Test: SENDFILE Bogo Ops/s > Higher Is Better v6.6.6 Stock . 816781.54 |========================================== v6.7 ......... 1002168.85 |==================================================== Stress-NG 0.16.04 Test: Vector Shuffle Bogo Ops/s > Higher Is Better v6.6.6 Stock . 55853.54 |==================================================== v6.7 ......... 57494.65 |====================================================== Stress-NG 0.16.04 Test: Mixed Scheduler Bogo Ops/s > Higher Is Better v6.6.6 Stock . 53828.66 |==================================================== v6.7 ......... 55946.69 |====================================================== Stress-NG 0.16.04 Test: Function Call Bogo Ops/s > Higher Is Better v6.6.6 Stock . 59193.78 |==================================================== v6.7 ......... 61613.76 |====================================================== Stress-NG 0.16.04 Test: Hash Bogo Ops/s > Higher Is Better v6.6.6 Stock . 17033307.63 |================================================= v6.7 ......... 17551780.14 |=================================================== 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 |=================================================== 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 |=================================================== 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 |======================================================= Stress-NG 0.16.04 Test: Poll Bogo Ops/s > Higher Is Better v6.6.6 Stock . 7394187.64 |=================================================== v6.7 ......... 7499767.91 |==================================================== Stress-NG 0.16.04 Test: Memory Copying Bogo Ops/s > Higher Is Better v6.6.6 Stock . 24004.53 |==================================================== v6.7 ......... 24695.64 |====================================================== Stress-NG 0.16.04 Test: Semaphores Bogo Ops/s > Higher Is Better v6.6.6 Stock . 93013794.86 |============================================== v6.7 ......... 100143123.74 |================================================== 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 |=================================================== 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 |===================================================== Stress-NG 0.16.04 Test: Vector Math Bogo Ops/s > Higher Is Better v6.6.6 Stock . 485001.34 |==================================================== v6.7 ......... 499009.49 |===================================================== Stress-NG 0.16.04 Test: Crypto Bogo Ops/s > Higher Is Better v6.6.6 Stock . 183183.99 |=================================================== v6.7 ......... 188548.45 |===================================================== Stress-NG 0.16.04 Test: Floating Point Bogo Ops/s > Higher Is Better v6.6.6 Stock . 26744.36 |==================================================== v6.7 ......... 27569.66 |====================================================== Stress-NG 0.16.04 Test: Mutex Bogo Ops/s > Higher Is Better v6.6.6 Stock . 23109393.80 |================================================= v6.7 ......... 24181954.44 |=================================================== Stress-NG 0.16.04 Test: Matrix Math Bogo Ops/s > Higher Is Better v6.6.6 Stock . 385258.18 |==================================================== v6.7 ......... 396041.26 |===================================================== Stress-NG 0.16.04 Test: CPU Stress Bogo Ops/s > Higher Is Better v6.6.6 Stock . 185200.38 |=================================================== v6.7 ......... 194017.28 |===================================================== rav1e 0.7 Speed: 6 Frames Per Second > Higher Is Better v6.6.6 Stock . 7.370 |========================================================= v6.7 ......... 7.398 |========================================================= Timed PHP Compilation 8.1.9 Time To Compile Seconds < Lower Is Better v6.6.6 Stock . 27.12 |========================================================= v6.7 ......... 26.69 |======================================================== 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 |==================================================== FLAC Audio Encoding 1.4 WAV To FLAC Seconds < Lower Is Better v6.6.6 Stock . 12.52 |========================================================= v6.7 ......... 12.37 |======================================================== 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 |========================================================= QuantLib 1.32 Configuration: Single-Threaded MFLOPS > Higher Is Better v6.6.6 Stock . 4354.9 |======================================================= v6.7 ......... 4410.4 |======================================================== 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 |========================================================= Blender 4.0 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better v6.6.6 Stock . 17.76 |========================================================= v6.7 ......... 17.38 |======================================================== Y-Cruncher 0.8.3 Pi Digits To Calculate: 1B Seconds < Lower Is Better v6.6.6 Stock . 11.02 |========================================================= v6.7 ......... 11.06 |========================================================= 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 |========================================================= Y-Cruncher 0.8.3 Pi Digits To Calculate: 500M Seconds < Lower Is Better v6.6.6 Stock . 5.463 |========================================================= v6.7 ......... 5.480 |========================================================= 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 |======================================================== 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 |======================================================== Geometric Mean Of All Test Results Result Composite - System76 Thelio Kernels Geometric Mean > Higher Is Better v6.6.6 Stock . 4212.22 |=================================================== v6.7 ......... 4532.60 |======================================================= Number Of First Place Finishes Wins - 98 Tests Wins v6.7 ......... 86 |============================================================ v6.6.6 Stock . 12 |======== Number Of Last Place Finishes Losses - 98 Tests Losses v6.6.6 Stock . 86 |============================================================ v6.7 ......... 12 |========