Intel Kernel Scaling Optimizations On AMD Genoa AMD EPYC 9654 benchmarks by Michael Larabel for a future article. Clear Linux: 3 Threads: Processor: AMD EPYC 9654 96-Core @ 2.40GHz (3 Cores), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 Clear Linux: 6 Threads: Processor: AMD EPYC 9654 96-Core @ 2.40GHz (6 Cores), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 Clear Linux: 12 Threads: Processor: AMD EPYC 9654 96-Core @ 2.40GHz (12 Cores), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 Clear Linux: 24 Threads: Processor: AMD EPYC 9654 96-Core @ 2.40GHz (24 Cores), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 Clear Linux: 48 Threads: Processor: AMD EPYC 9654 96-Core @ 2.40GHz (48 Cores), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 Clear Linux: 96 Threads: Processor: AMD EPYC 9654 96-Core @ 2.40GHz (96 Cores), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 Clear Linux: 192 Threads: Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 Clear Linux: 384 Threads: Processor: 2 x AMD EPYC 9654 96-Core @ 2.40GHz (192 Cores / 384 Threads), Motherboard: AMD Titanite_4G (RTI1004D BIOS), Chipset: AMD Device 14a4, Memory: 1520GB, Disk: 2 x 1920GB SAMSUNG MZWLJ1T9HBJR-00007, Graphics: ASPEED, Network: Broadcom NetXtreme BCM5720 PCIe OS: Clear Linux OS 38660, Kernel: 6.2.8-1293.native (x86_64), Display Server: X Server, Compiler: GCC 12.2.1 20230323 releases/gcc-12.2.0-616-g1b6b7f214c + Clang 15.0.7 + LLVM 15.0.7, File-System: ext4, Screen Resolution: 800x600 C-Blosc 2.3 Test: blosclz shuffle MB/s > Higher Is Better Clear Linux: 3 Threads ... 14864.8 |=================== Clear Linux: 6 Threads ... 19957.9 |========================== Clear Linux: 12 Threads .. 24813.7 |================================ Clear Linux: 24 Threads .. 30906.4 |======================================== Clear Linux: 48 Threads .. 32904.2 |=========================================== Clear Linux: 96 Threads .. 30049.0 |======================================= Clear Linux: 192 Threads . 19541.3 |========================== Clear Linux: 384 Threads . 15348.2 |==================== C-Blosc 2.3 Test: blosclz bitshuffle MB/s > Higher Is Better Clear Linux: 3 Threads ... 6726.1 |============== Clear Linux: 6 Threads ... 9456.5 |==================== Clear Linux: 12 Threads .. 12388.2 |========================== Clear Linux: 24 Threads .. 16925.6 |==================================== Clear Linux: 48 Threads .. 18569.1 |======================================== Clear Linux: 96 Threads .. 20160.1 |=========================================== Clear Linux: 192 Threads . 12893.2 |============================ Clear Linux: 384 Threads . 11685.3 |========================= OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Items / Sec > Higher Is Better Clear Linux: 3 Threads ... 48 |== Clear Linux: 6 Threads ... 92 |=== Clear Linux: 12 Threads .. 177 |====== Clear Linux: 24 Threads .. 326 |=========== Clear Linux: 48 Threads .. 573 |=================== Clear Linux: 96 Threads .. 864 |============================ Clear Linux: 192 Threads . 1154 |====================================== Clear Linux: 384 Threads . 1396 |============================================== Timed LLVM Compilation 16.0 Build System: Ninja Seconds < Lower Is Better Clear Linux: 3 Threads ... 4281.65 |=========================================== Clear Linux: 6 Threads ... 2301.15 |======================= Clear Linux: 12 Threads .. 1191.61 |============ Clear Linux: 24 Threads .. 642.76 |====== Clear Linux: 48 Threads .. 374.53 |==== Clear Linux: 96 Threads .. 270.05 |=== Clear Linux: 192 Threads . 202.87 |== Clear Linux: 384 Threads . 192.73 |== Memcached 1.6.19 Set To Get Ratio: 1:5 Ops/sec > Higher Is Better Clear Linux: 3 Threads ... 756342.52 |======== Clear Linux: 6 Threads ... 1525644.94 |=============== Clear Linux: 12 Threads .. 2036420.91 |==================== Clear Linux: 24 Threads .. 3318242.60 |================================= Clear Linux: 48 Threads .. 3988403.90 |======================================== Clear Linux: 96 Threads .. 4000099.84 |======================================== Clear Linux: 192 Threads . 2591881.06 |========================== Clear Linux: 384 Threads . 2621772.86 |========================== Memcached 1.6.19 Set To Get Ratio: 1:10 Ops/sec > Higher Is Better Clear Linux: 3 Threads ... 737199.55 |====== Clear Linux: 6 Threads ... 1444643.69 |============ Clear Linux: 12 Threads .. 2231958.84 |================== Clear Linux: 24 Threads .. 3257852.77 |=========================== Clear Linux: 48 Threads .. 4907076.23 |======================================== Clear Linux: 96 Threads .. 4894915.90 |======================================== Clear Linux: 192 Threads . 4273958.34 |=================================== Clear Linux: 384 Threads . 4517240.60 |===================================== Memcached 1.6.19 Set To Get Ratio: 1:100 Ops/sec > Higher Is Better Clear Linux: 3 Threads ... 731869.93 |=== Clear Linux: 6 Threads ... 1460141.39 |======= Clear Linux: 12 Threads .. 2418070.75 |=========== Clear Linux: 24 Threads .. 3753535.61 |================= Clear Linux: 48 Threads .. 4227589.88 |=================== Clear Linux: 96 Threads .. 4533164.72 |===================== Clear Linux: 192 Threads . 4723725.63 |====================== Clear Linux: 384 Threads . 8688154.17 |======================================== GROMACS 2023 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better Clear Linux: 3 Threads ... 0.577 |= Clear Linux: 6 Threads ... 1.030 |== Clear Linux: 12 Threads .. 1.987 |===== Clear Linux: 24 Threads .. 4.079 |========= Clear Linux: 48 Threads .. 7.193 |================ Clear Linux: 96 Threads .. 10.828 |========================= Clear Linux: 192 Threads . 19.355 |============================================ Clear Linux: 384 Threads . 19.376 |============================================ Darmstadt Automotive Parallel Heterogeneous Suite 2021.11.02 Backend: OpenMP - Kernel: NDT Mapping Test Cases Per Minute > Higher Is Better Clear Linux: 3 Threads ... 1497.72 |================================= Clear Linux: 6 Threads ... 1693.36 |====================================== Clear Linux: 12 Threads .. 1845.25 |========================================= Clear Linux: 24 Threads .. 1936.46 |=========================================== Clear Linux: 48 Threads .. 1625.86 |==================================== Clear Linux: 96 Threads .. 1101.07 |======================== Clear Linux: 192 Threads . 872.17 |=================== Clear Linux: 384 Threads . 903.84 |==================== Darmstadt Automotive Parallel Heterogeneous Suite 2021.11.02 Backend: OpenMP - Kernel: Points2Image Test Cases Per Minute > Higher Is Better Clear Linux: 3 Threads ... 55251.85 |========================================= Clear Linux: 6 Threads ... 56002.32 |========================================== Clear Linux: 12 Threads .. 49536.08 |===================================== Clear Linux: 24 Threads .. 41767.70 |=============================== Clear Linux: 48 Threads .. 37128.04 |============================ Clear Linux: 96 Threads .. 32428.17 |======================== Clear Linux: 192 Threads . 21042.20 |================ Clear Linux: 384 Threads . 14661.94 |=========== Darmstadt Automotive Parallel Heterogeneous Suite 2021.11.02 Backend: OpenMP - Kernel: Euclidean Cluster Test Cases Per Minute > Higher Is Better Clear Linux: 3 Threads ... 1580.05 |==================================== Clear Linux: 6 Threads ... 1784.30 |======================================== Clear Linux: 12 Threads .. 1876.90 |========================================== Clear Linux: 24 Threads .. 1908.98 |=========================================== Clear Linux: 48 Threads .. 1901.43 |=========================================== Clear Linux: 96 Threads .. 1860.38 |========================================== Clear Linux: 192 Threads . 1737.14 |======================================= Clear Linux: 384 Threads . 1667.14 |====================================== MariaDB 11.0.1 Clients: 512 Queries Per Second > Higher Is Better Clear Linux: 3 Threads ... 545 |=========================== Clear Linux: 6 Threads ... 546 |=========================== Clear Linux: 12 Threads .. 690 |================================== Clear Linux: 24 Threads .. 941 |=============================================== Clear Linux: 48 Threads .. 948 |=============================================== Clear Linux: 96 Threads .. 901 |============================================= Clear Linux: 192 Threads . 663 |================================= Clear Linux: 384 Threads . 677 |================================== MariaDB 11.0.1 Clients: 1024 Queries Per Second > Higher Is Better Clear Linux: 3 Threads ... 277 |============== Clear Linux: 6 Threads ... 500 |========================= Clear Linux: 12 Threads .. 669 |================================== Clear Linux: 24 Threads .. 880 |============================================ Clear Linux: 48 Threads .. 934 |=============================================== Clear Linux: 96 Threads .. 906 |============================================== Clear Linux: 192 Threads . 663 |================================= Clear Linux: 384 Threads . 676 |================================== MariaDB 11.0.1 Clients: 2048 Queries Per Second > Higher Is Better Clear Linux: 3 Threads ... 268 |============== Clear Linux: 6 Threads ... 363 |==================== Clear Linux: 12 Threads .. 614 |================================= Clear Linux: 24 Threads .. 778 |========================================== Clear Linux: 48 Threads .. 871 |=============================================== Clear Linux: 96 Threads .. 848 |============================================== Clear Linux: 192 Threads . 670 |==================================== Clear Linux: 384 Threads . 705 |====================================== MariaDB 11.0.1 Clients: 4096 Queries Per Second > Higher Is Better Clear Linux: 3 Threads ... 264 |================== Clear Linux: 6 Threads ... 307 |===================== Clear Linux: 12 Threads .. 497 |=================================== Clear Linux: 24 Threads .. 541 |====================================== Clear Linux: 48 Threads .. 574 |======================================== Clear Linux: 96 Threads .. 525 |===================================== Clear Linux: 192 Threads . 652 |============================================== Clear Linux: 384 Threads . 672 |=============================================== MariaDB 11.0.1 Clients: 8192 Queries Per Second > Higher Is Better Clear Linux: 3 Threads ... 258 |==================== Clear Linux: 6 Threads ... 304 |======================= Clear Linux: 12 Threads .. 403 |=============================== Clear Linux: 24 Threads .. 464 |==================================== Clear Linux: 48 Threads .. 450 |=================================== Clear Linux: 96 Threads .. 437 |================================== Clear Linux: 192 Threads . 538 |========================================= Clear Linux: 384 Threads . 613 |=============================================== PostgreSQL 15 Scaling Factor: 1000 - Clients: 500 - Mode: Read Only TPS > Higher Is Better Clear Linux: 3 Threads ... 144145 |==== Clear Linux: 6 Threads ... 291994 |======== Clear Linux: 12 Threads .. 521778 |=============== Clear Linux: 24 Threads .. 1003237 |============================= Clear Linux: 48 Threads .. 1482735 |=========================================== Clear Linux: 96 Threads .. 1101748 |================================ Clear Linux: 192 Threads . 997079 |============================= Clear Linux: 384 Threads . 1011900 |============================= PostgreSQL 15 Scaling Factor: 1000 - Clients: 500 - Mode: Read Only - Average Latency ms < Lower Is Better Clear Linux: 3 Threads ... 3.469 |============================================= Clear Linux: 6 Threads ... 1.712 |====================== Clear Linux: 12 Threads .. 0.958 |============ Clear Linux: 24 Threads .. 0.499 |====== Clear Linux: 48 Threads .. 0.338 |==== Clear Linux: 96 Threads .. 0.456 |====== Clear Linux: 192 Threads . 0.504 |======= Clear Linux: 384 Threads . 0.498 |====== PostgreSQL 15 Scaling Factor: 1000 - Clients: 800 - Mode: Read Only TPS > Higher Is Better Clear Linux: 3 Threads ... 131518 |==== Clear Linux: 6 Threads ... 276749 |========= Clear Linux: 12 Threads .. 479176 |=============== Clear Linux: 24 Threads .. 901699 |============================ Clear Linux: 48 Threads .. 1387712 |=========================================== Clear Linux: 96 Threads .. 1032093 |================================ Clear Linux: 192 Threads . 923833 |============================= Clear Linux: 384 Threads . 897905 |============================ PostgreSQL 15 Scaling Factor: 1000 - Clients: 800 - Mode: Read Only - Average Latency ms < Lower Is Better Clear Linux: 3 Threads ... 6.083 |============================================= Clear Linux: 6 Threads ... 2.891 |===================== Clear Linux: 12 Threads .. 1.670 |============ Clear Linux: 24 Threads .. 0.887 |======= Clear Linux: 48 Threads .. 0.577 |==== Clear Linux: 96 Threads .. 0.776 |====== Clear Linux: 192 Threads . 0.871 |====== Clear Linux: 384 Threads . 0.895 |======= PostgreSQL 15 Scaling Factor: 1000 - Clients: 1000 - Mode: Read Only TPS > Higher Is Better Clear Linux: 3 Threads ... 123508 |==== Clear Linux: 6 Threads ... 266669 |========= Clear Linux: 12 Threads .. 458379 |=============== Clear Linux: 24 Threads .. 845018 |============================ Clear Linux: 48 Threads .. 1292521 |=========================================== Clear Linux: 96 Threads .. 1078086 |==================================== Clear Linux: 192 Threads . 858379 |============================= Clear Linux: 384 Threads . 913461 |============================== PostgreSQL 15 Scaling Factor: 1000 - Clients: 1000 - Mode: Read Only - Average Latency ms < Lower Is Better Clear Linux: 3 Threads ... 8.098 |============================================= Clear Linux: 6 Threads ... 3.750 |===================== Clear Linux: 12 Threads .. 2.182 |============ Clear Linux: 24 Threads .. 1.184 |======= Clear Linux: 48 Threads .. 0.775 |==== Clear Linux: 96 Threads .. 0.928 |===== Clear Linux: 192 Threads . 1.167 |====== Clear Linux: 384 Threads . 1.100 |====== PostgreSQL 15 Scaling Factor: 1000 - Clients: 500 - Mode: Read Write TPS > Higher Is Better Clear Linux: 3 Threads ... 13926 |======= Clear Linux: 6 Threads ... 26276 |============== Clear Linux: 12 Threads .. 39879 |==================== Clear Linux: 24 Threads .. 61137 |=============================== Clear Linux: 48 Threads .. 78760 |======================================== Clear Linux: 96 Threads .. 87562 |============================================= Clear Linux: 192 Threads . 59595 |=============================== Clear Linux: 384 Threads . 72418 |===================================== PostgreSQL 15 Scaling Factor: 1000 - Clients: 500 - Mode: Read Write - Average Latency ms < Lower Is Better Clear Linux: 3 Threads ... 35.909 |============================================ Clear Linux: 6 Threads ... 19.029 |======================= Clear Linux: 12 Threads .. 12.539 |=============== Clear Linux: 24 Threads .. 8.180 |========== Clear Linux: 48 Threads .. 6.348 |======== Clear Linux: 96 Threads .. 5.710 |======= Clear Linux: 192 Threads . 8.475 |========== Clear Linux: 384 Threads . 6.905 |======== PostgreSQL 15 Scaling Factor: 1000 - Clients: 800 - Mode: Read Write TPS > Higher Is Better Clear Linux: 3 Threads ... 12107 |======= Clear Linux: 6 Threads ... 21908 |============ Clear Linux: 12 Threads .. 34768 |=================== Clear Linux: 24 Threads .. 51593 |============================ Clear Linux: 48 Threads .. 73560 |======================================== Clear Linux: 96 Threads .. 82701 |============================================= Clear Linux: 192 Threads . 60114 |================================= Clear Linux: 384 Threads . 67011 |==================================== PostgreSQL 15 Scaling Factor: 1000 - Clients: 800 - Mode: Read Write - Average Latency ms < Lower Is Better Clear Linux: 3 Threads ... 66.080 |============================================ Clear Linux: 6 Threads ... 36.526 |======================== Clear Linux: 12 Threads .. 23.010 |=============== Clear Linux: 24 Threads .. 15.507 |========== Clear Linux: 48 Threads .. 10.876 |======= Clear Linux: 96 Threads .. 9.675 |====== Clear Linux: 192 Threads . 13.429 |========= Clear Linux: 384 Threads . 11.939 |======== PostgreSQL 15 Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write TPS > Higher Is Better Clear Linux: 3 Threads ... 11332 |====== Clear Linux: 6 Threads ... 20385 |=========== Clear Linux: 12 Threads .. 31482 |================== Clear Linux: 24 Threads .. 47232 |========================== Clear Linux: 48 Threads .. 68948 |====================================== Clear Linux: 96 Threads .. 80760 |============================================= Clear Linux: 192 Threads . 55407 |=============================== Clear Linux: 384 Threads . 64716 |==================================== PostgreSQL 15 Scaling Factor: 1000 - Clients: 1000 - Mode: Read Write - Average Latency ms < Lower Is Better Clear Linux: 3 Threads ... 88.25 |============================================= Clear Linux: 6 Threads ... 49.06 |========================= Clear Linux: 12 Threads .. 31.77 |================ Clear Linux: 24 Threads .. 21.17 |=========== Clear Linux: 48 Threads .. 14.51 |======= Clear Linux: 96 Threads .. 12.39 |====== Clear Linux: 192 Threads . 18.15 |========= Clear Linux: 384 Threads . 15.45 |======== Stress-NG 0.15.06 Test: Poll Bogo Ops/s > Higher Is Better Clear Linux: 3 Threads ... 207642.31 | Clear Linux: 6 Threads ... 433822.35 |= Clear Linux: 12 Threads .. 855199.57 |= Clear Linux: 24 Threads .. 1741737.99 |== Clear Linux: 48 Threads .. 3427214.56 |===== Clear Linux: 96 Threads .. 6738430.40 |========== Clear Linux: 192 Threads . 13429013.79 |=================== Clear Linux: 384 Threads . 27368220.78 |======================================= Stress-NG 0.15.06 Test: Malloc Bogo Ops/s > Higher Is Better Clear Linux: 3 Threads ... 746208.28 | Clear Linux: 6 Threads ... 2245686.96 | Clear Linux: 12 Threads .. 8631852.17 |= Clear Linux: 24 Threads .. 29798829.20 |== Clear Linux: 48 Threads .. 101730074.72 |====== Clear Linux: 96 Threads .. 259187800.48 |================ Clear Linux: 192 Threads . 455696317.99 |============================= Clear Linux: 384 Threads . 605020044.78 |====================================== Stress-NG 0.15.06 Test: Semaphores Bogo Ops/s > Higher Is Better Clear Linux: 3 Threads ... 274742.51 | Clear Linux: 6 Threads ... 568067.97 |= Clear Linux: 12 Threads .. 1140550.30 |= Clear Linux: 24 Threads .. 2441085.44 |=== Clear Linux: 48 Threads .. 4869808.41 |===== Clear Linux: 96 Threads .. 9675139.27 |========== Clear Linux: 192 Threads . 18664446.03 |=================== Clear Linux: 384 Threads . 38002306.16 |======================================= Stress-NG 0.15.06 Test: Context Switching Bogo Ops/s > Higher Is Better Clear Linux: 3 Threads ... 1598345.83 | Clear Linux: 6 Threads ... 3157050.10 |= Clear Linux: 12 Threads .. 6465487.69 |== Clear Linux: 24 Threads .. 12990582.76 |==== Clear Linux: 48 Threads .. 25991362.22 |======== Clear Linux: 96 Threads .. 48227338.57 |============== Clear Linux: 192 Threads . 97933563.12 |============================= Clear Linux: 384 Threads . 128197099.80 |====================================== RocksDB 8.0 Test: Random Fill Op/s > Higher Is Better Clear Linux: 3 Threads ... 800312 |========================= Clear Linux: 6 Threads ... 1163009 |===================================== Clear Linux: 12 Threads .. 875021 |============================ Clear Linux: 24 Threads .. 1092205 |=================================== Clear Linux: 48 Threads .. 1271973 |======================================== Clear Linux: 96 Threads .. 1357609 |=========================================== Clear Linux: 192 Threads . 523630 |================= Clear Linux: 384 Threads . 488877 |=============== RocksDB 8.0 Test: Random Read Op/s > Higher Is Better Clear Linux: 3 Threads ... 25468762 |= Clear Linux: 6 Threads ... 50566622 |== Clear Linux: 12 Threads .. 101456043 |=== Clear Linux: 24 Threads .. 198930081 |====== Clear Linux: 48 Threads .. 392040947 |============ Clear Linux: 96 Threads .. 636548689 |==================== Clear Linux: 192 Threads . 1291741570 |======================================== Clear Linux: 384 Threads . 1133784072 |=================================== RocksDB 8.0 Test: Update Random Op/s > Higher Is Better Clear Linux: 3 Threads ... 350254 |============ Clear Linux: 6 Threads ... 627962 |====================== Clear Linux: 12 Threads .. 615374 |====================== Clear Linux: 24 Threads .. 746843 |=========================== Clear Linux: 48 Threads .. 965084 |================================== Clear Linux: 96 Threads .. 1210840 |=========================================== Clear Linux: 192 Threads . 512007 |================== Clear Linux: 384 Threads . 476635 |================= RocksDB 8.0 Test: Read While Writing Op/s > Higher Is Better Clear Linux: 3 Threads ... 384607 |= Clear Linux: 6 Threads ... 896400 |=== Clear Linux: 12 Threads .. 1567390 |===== Clear Linux: 24 Threads .. 2816536 |========== Clear Linux: 48 Threads .. 4353821 |=============== Clear Linux: 96 Threads .. 5787183 |==================== Clear Linux: 192 Threads . 7106406 |======================== Clear Linux: 384 Threads . 12183225 |========================================== RocksDB 8.0 Test: Read Random Write Random Op/s > Higher Is Better Clear Linux: 3 Threads ... 648929 |======== Clear Linux: 6 Threads ... 1213406 |============== Clear Linux: 12 Threads .. 1694829 |==================== Clear Linux: 24 Threads .. 2556648 |============================== Clear Linux: 48 Threads .. 3422543 |======================================== Clear Linux: 96 Threads .. 3652165 |=========================================== Clear Linux: 192 Threads . 2019952 |======================== Clear Linux: 384 Threads . 1767185 |===================== ONNX Runtime 1.14 Model: GPT-2 - Device: CPU - Executor: Standard Inferences Per Second > Higher Is Better Clear Linux: 3 Threads ... 98.37 |================================= Clear Linux: 6 Threads ... 96.11 |================================ Clear Linux: 12 Threads .. 121.61 |======================================== Clear Linux: 24 Threads .. 132.41 |============================================ Clear Linux: 48 Threads .. 130.74 |=========================================== Clear Linux: 96 Threads .. 128.13 |=========================================== Clear Linux: 192 Threads . 122.37 |========================================= Clear Linux: 384 Threads . 96.91 |================================ ONNX Runtime 1.14 Model: GPT-2 - Device: CPU - Executor: Standard Inference Time Cost (ms) < Lower Is Better Clear Linux: 3 Threads ... 10.16360 |========================================= Clear Linux: 6 Threads ... 10.40200 |========================================== Clear Linux: 12 Threads .. 8.22016 |================================= Clear Linux: 24 Threads .. 7.55121 |============================== Clear Linux: 48 Threads .. 7.64840 |=============================== Clear Linux: 96 Threads .. 7.80381 |================================ Clear Linux: 192 Threads . 8.27066 |================================= Clear Linux: 384 Threads . 10.31670 |========================================== ONNX Runtime 1.14 Model: fcn-resnet101-11 - Device: CPU - Executor: Standard Inferences Per Second > Higher Is Better Clear Linux: 3 Threads ... 0.638233 |==== Clear Linux: 6 Threads ... 1.222050 |======== Clear Linux: 12 Threads .. 2.148610 |=============== Clear Linux: 24 Threads .. 3.679760 |========================= Clear Linux: 48 Threads .. 5.517620 |====================================== Clear Linux: 96 Threads .. 6.167160 |========================================== Clear Linux: 192 Threads . 4.865040 |================================= Clear Linux: 384 Threads . 4.619360 |=============================== ONNX Runtime 1.14 Model: fcn-resnet101-11 - Device: CPU - Executor: Standard Inference Time Cost (ms) < Lower Is Better Clear Linux: 3 Threads ... 1566.83 |=========================================== Clear Linux: 6 Threads ... 818.29 |====================== Clear Linux: 12 Threads .. 465.41 |============= Clear Linux: 24 Threads .. 271.76 |======= Clear Linux: 48 Threads .. 181.24 |===== Clear Linux: 96 Threads .. 162.15 |==== Clear Linux: 192 Threads . 205.55 |====== Clear Linux: 384 Threads . 216.48 |====== ONNX Runtime 1.14 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard Inferences Per Second > Higher Is Better Clear Linux: 3 Threads ... 13.04 |================== Clear Linux: 6 Threads ... 22.76 |================================ Clear Linux: 12 Threads .. 26.11 |===================================== Clear Linux: 24 Threads .. 30.19 |=========================================== Clear Linux: 48 Threads .. 29.88 |========================================== Clear Linux: 96 Threads .. 31.94 |============================================= Clear Linux: 192 Threads . 22.98 |================================ Clear Linux: 384 Threads . 15.97 |======================= ONNX Runtime 1.14 Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard Inference Time Cost (ms) < Lower Is Better Clear Linux: 3 Threads ... 76.70 |============================================= Clear Linux: 6 Threads ... 43.94 |========================== Clear Linux: 12 Threads .. 38.29 |====================== Clear Linux: 24 Threads .. 33.20 |=================== Clear Linux: 48 Threads .. 33.53 |==================== Clear Linux: 96 Threads .. 31.32 |================== Clear Linux: 192 Threads . 43.52 |========================== Clear Linux: 384 Threads . 62.62 |===================================== ONNX Runtime 1.14 Model: super-resolution-10 - Device: CPU - Executor: Standard Inferences Per Second > Higher Is Better Clear Linux: 3 Threads ... 42.05 |=============== Clear Linux: 6 Threads ... 80.16 |============================= Clear Linux: 12 Threads .. 118.49 |=========================================== Clear Linux: 24 Threads .. 122.64 |============================================ Clear Linux: 48 Threads .. 120.74 |=========================================== Clear Linux: 96 Threads .. 121.15 |=========================================== Clear Linux: 192 Threads . 122.39 |============================================ Clear Linux: 384 Threads . 93.72 |================================== ONNX Runtime 1.14 Model: super-resolution-10 - Device: CPU - Executor: Standard Inference Time Cost (ms) < Lower Is Better Clear Linux: 3 Threads ... 23.78030 |========================================== Clear Linux: 6 Threads ... 12.47500 |====================== Clear Linux: 12 Threads .. 8.43905 |=============== Clear Linux: 24 Threads .. 8.15341 |============== Clear Linux: 48 Threads .. 8.28249 |=============== Clear Linux: 96 Threads .. 8.25477 |=============== Clear Linux: 192 Threads . 8.17074 |============== Clear Linux: 384 Threads . 10.67370 |=================== Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better Clear Linux: 3 Threads ... 1675279.58 |=========== Clear Linux: 6 Threads ... 2940540.92 |=================== Clear Linux: 12 Threads .. 3466341.22 |====================== Clear Linux: 24 Threads .. 4403726.76 |============================ Clear Linux: 48 Threads .. 5423657.30 |=================================== Clear Linux: 96 Threads .. 6281327.92 |======================================== Clear Linux: 192 Threads . 6070240.20 |======================================= Dragonflydb 0.6 Clients: 50 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better Clear Linux: 3 Threads ... 1846162.52 |=========== Clear Linux: 6 Threads ... 3122983.64 |=================== Clear Linux: 12 Threads .. 3577457.30 |====================== Clear Linux: 24 Threads .. 4558138.92 |============================ Clear Linux: 48 Threads .. 5646481.60 |=================================== Clear Linux: 96 Threads .. 6525049.87 |======================================== Clear Linux: 192 Threads . 6279681.05 |====================================== Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 1:1 Ops/sec > Higher Is Better Clear Linux: 3 Threads .. 1395674.14 |========== Clear Linux: 6 Threads .. 2838943.13 |==================== Clear Linux: 12 Threads . 3344564.18 |======================== Clear Linux: 24 Threads . 4338063.67 |=============================== Clear Linux: 48 Threads . 5763835.97 |========================================= Dragonflydb 0.6 Clients: 200 - Set To Get Ratio: 1:5 Ops/sec > Higher Is Better Clear Linux: 3 Threads .. 1528577.22 |=========== Clear Linux: 6 Threads .. 2991716.59 |===================== Clear Linux: 12 Threads . 3544883.15 |======================== Clear Linux: 24 Threads . 4485799.54 |=============================== Clear Linux: 48 Threads . 5965009.40 |=========================================