ddd Intel Core i7-1280P testing with a MSI MS-14C6 (E14C6IMS.115 BIOS) and MSI Intel ADL GT2 15GB on Ubuntu 23.10 via the Phoronix Test Suite. a: Processor: Intel Core i7-1280P @ 4.70GHz (14 Cores / 20 Threads), Motherboard: MSI MS-14C6 (E14C6IMS.115 BIOS), Chipset: Intel Alder Lake PCH, Memory: 16GB, Disk: 1024GB Micron_3400_MTFDKBA1T0TFH, Graphics: MSI Intel ADL GT2 15GB (1450MHz), Audio: Realtek ALC274, Network: Intel Alder Lake-P PCH CNVi WiFi OS: Ubuntu 23.10, Kernel: 6.3.0-7-generic (x86_64), Desktop: GNOME Shell, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.1.7-1ubuntu1, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080 b: Processor: Intel Core i7-1280P @ 4.70GHz (14 Cores / 20 Threads), Motherboard: MSI MS-14C6 (E14C6IMS.115 BIOS), Chipset: Intel Alder Lake PCH, Memory: 16GB, Disk: 1024GB Micron_3400_MTFDKBA1T0TFH, Graphics: MSI Intel ADL GT2 15GB (1450MHz), Audio: Realtek ALC274, Network: Intel Alder Lake-P PCH CNVi WiFi OS: Ubuntu 23.10, Kernel: 6.3.0-7-generic (x86_64), Desktop: GNOME Shell, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.1.7-1ubuntu1, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080 c: Processor: Intel Core i7-1280P @ 4.70GHz (14 Cores / 20 Threads), Motherboard: MSI MS-14C6 (E14C6IMS.115 BIOS), Chipset: Intel Alder Lake PCH, Memory: 16GB, Disk: 1024GB Micron_3400_MTFDKBA1T0TFH, Graphics: MSI Intel ADL GT2 15GB (1450MHz), Audio: Realtek ALC274, Network: Intel Alder Lake-P PCH CNVi WiFi OS: Ubuntu 23.10, Kernel: 6.3.0-7-generic (x86_64), Desktop: GNOME Shell, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 23.1.7-1ubuntu1, Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better a . 47.97 |==================================================================== b . 18.04 |========================== c . 17.66 |========================= NCNN 20230517 Target: CPU - Model: regnety_400m ms < Lower Is Better a . 32.61 |==================================================================== b . 13.26 |============================ c . 12.29 |========================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better a . 50.06 |==================================================================== b . 28.18 |====================================== c . 27.27 |===================================== NCNN 20230517 Target: CPU - Model: googlenet ms < Lower Is Better a . 24.28 |==================================================================== b . 15.71 |============================================ c . 14.51 |========================================= NCNN 20230517 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better a . 19.91 |==================================================================== b . 13.22 |============================================= c . 15.32 |==================================================== NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better a . 5.85 |=============================================== b . 8.65 |===================================================================== c . 6.00 |================================================ NCNN 20230517 Target: CPU - Model: mobilenet ms < Lower Is Better a . 18.43 |============================================== b . 21.47 |====================================================== c . 27.24 |==================================================================== NCNN 20230517 Target: CPU - Model: resnet50 ms < Lower Is Better a . 24.19 |=============================================== b . 31.03 |============================================================ c . 35.11 |==================================================================== NCNN 20230517 Target: CPU - Model: yolov4-tiny ms < Lower Is Better a . 40.53 |==================================================================== b . 40.52 |==================================================================== c . 29.20 |================================================= NCNN 20230517 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better a . 3.87 |===================================================================== b . 3.85 |===================================================================== c . 2.94 |==================================================== NCNN 20230517 Target: CPU - Model: vision_transformer ms < Lower Is Better a . 282.24 |==================================================== b . 363.95 |=================================================================== c . 295.31 |====================================================== NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better a . 15.40 |==================================================================== b . 12.44 |======================================================= c . 14.35 |=============================================================== NCNN 20230517 Target: CPU - Model: alexnet ms < Lower Is Better a . 10.36 |============================================================= b . 9.30 |======================================================= c . 11.49 |==================================================================== NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better a . 3.54 |================================================================== b . 3.72 |===================================================================== c . 3.04 |======================================================== NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better a . 3.74 |================================================================== b . 3.24 |========================================================= c . 3.92 |===================================================================== NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better a . 15.39 |======================================================== b . 18.56 |==================================================================== c . 15.42 |======================================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better a . 12.74 |==================================================================== b . 10.60 |========================================================= c . 11.88 |=============================================================== NCNN 20230517 Target: CPU - Model: mnasnet ms < Lower Is Better a . 3.94 |===================================================================== b . 3.94 |===================================================================== c . 3.29 |========================================================== AOM AV1 3.7 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 0.43 |===================================================================== b . 0.36 |========================================================== c . 0.43 |===================================================================== NCNN 20230517 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better a . 8.80 |===================================================================== b . 7.41 |========================================================== c . 7.72 |============================================================= NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better a . 9.07 |===================================================================== b . 7.64 |========================================================== c . 8.83 |=================================================================== NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better a . 302.07 |=================================================================== b . 258.17 |========================================================= c . 294.18 |================================================================= NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better a . 11.59 |==================================================================== b . 11.49 |=================================================================== c . 9.96 |========================================================== NCNN 20230517 Target: CPU - Model: resnet18 ms < Lower Is Better a . 11.36 |=========================================================== b . 13.19 |==================================================================== c . 12.68 |================================================================= NCNN 20230517 Target: CPU - Model: blazeface ms < Lower Is Better a . 1.35 |============================================================ b . 1.48 |================================================================= c . 1.56 |===================================================================== NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better a . 3.70 |==================================================================== b . 3.25 |============================================================ c . 3.74 |===================================================================== NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better a . 6.86 |===================================================================== b . 5.98 |============================================================ c . 6.16 |============================================================== Stress-NG 0.16.04 Test: CPU Cache Bogo Ops/s > Higher Is Better a . 2270901.13 |========================================================== b . 2477101.07 |=============================================================== c . 2176874.52 |======================================================= NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better a . 52.69 |==================================================================== b . 46.73 |============================================================ c . 49.31 |================================================================ NCNN 20230517 Target: CPU - Model: FastestDet ms < Lower Is Better a . 5.19 |============================================================= b . 5.85 |===================================================================== c . 5.79 |==================================================================== Stress-NG 0.16.04 Test: Futex Bogo Ops/s > Higher Is Better a . 1224541.61 |======================================================== b . 1345358.75 |============================================================== c . 1377487.83 |=============================================================== AOM AV1 3.7 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 151.40 |=============================================================== b . 159.82 |=================================================================== c . 143.28 |============================================================ Stress-NG 0.16.04 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better a . 7331959.58 |=============================================================== b . 6592442.91 |========================================================= c . 6838317.76 |=========================================================== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better a . 3.84 |================================================================== b . 3.59 |============================================================== c . 3.99 |===================================================================== libavif avifenc 1.0 Encoder Speed: 6, Lossless Seconds < Lower Is Better a . 12.27 |============================================================== b . 13.43 |==================================================================== c . 12.16 |============================================================== libavif avifenc 1.0 Encoder Speed: 2 Seconds < Lower Is Better a . 108.41 |=================================================================== b . 108.89 |=================================================================== c . 98.89 |============================================================= Stress-NG 0.16.04 Test: Pipe Bogo Ops/s > Higher Is Better a . 4812770.20 |=============================================================== b . 4775857.59 |=============================================================== c . 4382423.61 |========================================================= Stress-NG 0.16.04 Test: Socket Activity Bogo Ops/s > Higher Is Better a . 4359.70 |============================================================ b . 4765.88 |================================================================== c . 4787.06 |================================================================== NCNN 20230517 Target: CPU - Model: vgg16 ms < Lower Is Better a . 62.65 |==================================================================== b . 62.00 |=================================================================== c . 57.16 |============================================================== Stress-NG 0.16.04 Test: Atomic Bogo Ops/s > Higher Is Better a . 139.52 |============================================================== b . 139.59 |============================================================== c . 151.74 |=================================================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better a . 26.50 |================================================================== b . 25.24 |=============================================================== c . 27.41 |==================================================================== AOM AV1 3.7 Encoder Mode: Speed 11 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 150.88 |================================================================ b . 156.98 |=================================================================== c . 144.88 |============================================================== AOM AV1 3.7 Encoder Mode: Speed 0 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 0.13 |===================================================================== b . 0.12 |================================================================ c . 0.13 |===================================================================== Stress-NG 0.16.04 Test: Mutex Bogo Ops/s > Higher Is Better a . 3517773.24 |============================================================ b . 3680579.07 |=============================================================== c . 3399602.31 |========================================================== Stress-NG 0.16.04 Test: SENDFILE Bogo Ops/s > Higher Is Better a . 151380.24 |============================================================= b . 148522.46 |=========================================================== c . 160101.55 |================================================================ NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better a . 1.66 |===================================================================== b . 1.54 |================================================================ c . 1.56 |================================================================= libavif avifenc 1.0 Encoder Speed: 6 Seconds < Lower Is Better a . 8.559 |==================================================================== b . 8.246 |================================================================== c . 7.943 |=============================================================== NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better a . 4.40 |================================================================ b . 4.72 |===================================================================== c . 4.63 |==================================================================== AOM AV1 3.7 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 8.39 |===================================================================== b . 7.84 |================================================================ c . 8.36 |===================================================================== Stress-NG 0.16.04 Test: Fused Multiply-Add Bogo Ops/s > Higher Is Better a . 18126003.12 |============================================================== b . 16974581.27 |========================================================== c . 16961632.42 |========================================================== Stress-NG 0.16.04 Test: Matrix Math Bogo Ops/s > Higher Is Better a . 31561.24 |============================================================= b . 31327.64 |============================================================= c . 33464.38 |================================================================= Stress-NG 0.16.04 Test: Mixed Scheduler Bogo Ops/s > Higher Is Better a . 7278.81 |=============================================================== b . 7222.07 |============================================================== c . 7686.18 |================================================================== Stress-NG 0.16.04 Test: Memory Copying Bogo Ops/s > Higher Is Better a . 2992.33 |============================================================== b . 2996.83 |============================================================== c . 3179.88 |================================================================== Stress-NG 0.16.04 Test: Crypto Bogo Ops/s > Higher Is Better a . 15801.12 |============================================================= b . 15784.05 |============================================================= c . 16747.12 |================================================================= Stress-NG 0.16.04 Test: Vector Math Bogo Ops/s > Higher Is Better a . 38864.51 |================================================================= b . 36668.42 |============================================================= c . 38899.71 |================================================================= AOM AV1 3.7 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 62.93 |==================================================================== b . 59.37 |================================================================ c . 62.39 |=================================================================== Stress-NG 0.16.04 Test: x86_64 RdRand Bogo Ops/s > Higher Is Better a . 73071.32 |============================================================= b . 77401.55 |================================================================= c . 73077.16 |============================================================= Stress-NG 0.16.04 Test: Floating Point Bogo Ops/s > Higher Is Better a . 2487.59 |============================================================== b . 2498.51 |=============================================================== c . 2631.22 |================================================================== AOM AV1 3.7 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 127.92 |=============================================================== b . 134.37 |=================================================================== c . 135.23 |=================================================================== Stress-NG 0.16.04 Test: Malloc Bogo Ops/s > Higher Is Better a . 5289329.97 |============================================================ b . 5571277.91 |=============================================================== c . 5533538.54 |=============================================================== Stress-NG 0.16.04 Test: Function Call Bogo Ops/s > Higher Is Better a . 6170.13 |=============================================================== b . 6484.18 |================================================================== c . 6161.58 |=============================================================== Stress-NG 0.16.04 Test: CPU Stress Bogo Ops/s > Higher Is Better a . 17628.61 |============================================================== b . 18501.95 |================================================================= c . 17603.25 |============================================================== Stress-NG 0.16.04 Test: Wide Vector Math Bogo Ops/s > Higher Is Better a . 355227.48 |============================================================= b . 373120.53 |================================================================ c . 361134.32 |============================================================== libavif avifenc 1.0 Encoder Speed: 0 Seconds < Lower Is Better a . 223.56 |=================================================================== b . 223.67 |=================================================================== c . 213.06 |================================================================ Stress-NG 0.16.04 Test: AVL Tree Bogo Ops/s > Higher Is Better a . 63.42 |================================================================= b . 63.35 |================================================================= c . 66.49 |==================================================================== Stress-NG 0.16.04 Test: Context Switching Bogo Ops/s > Higher Is Better a . 2001318.18 |============================================================ b . 2098383.00 |=============================================================== c . 2040659.68 |============================================================= AOM AV1 3.7 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 161.37 |=================================================================== b . 154.18 |================================================================ c . 160.16 |================================================================== Stress-NG 0.16.04 Test: System V Message Passing Bogo Ops/s > Higher Is Better a . 11094029.80 |=========================================================== b . 11600026.06 |============================================================== c . 11152076.07 |============================================================ Stress-NG 0.16.04 Test: Vector Shuffle Bogo Ops/s > Higher Is Better a . 6133.45 |=============================================================== b . 6121.96 |=============================================================== c . 6397.62 |================================================================== Stress-NG 0.16.04 Test: Vector Floating Point Bogo Ops/s > Higher Is Better a . 15212.85 |=============================================================== b . 15697.36 |================================================================= c . 15140.40 |=============================================================== AOM AV1 3.7 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 9.66 |===================================================================== b . 9.39 |=================================================================== c . 9.70 |===================================================================== Stress-NG 0.16.04 Test: Semaphores Bogo Ops/s > Higher Is Better a . 16582610.17 |============================================================ b . 17011173.84 |============================================================== c . 16523928.56 |============================================================ Stress-NG 0.16.04 Test: Pthread Bogo Ops/s > Higher Is Better a . 106827.67 |============================================================== b . 108621.64 |=============================================================== c . 109964.71 |================================================================ AOM AV1 3.7 Encoder Mode: Speed 8 Realtime - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 141.76 |=================================================================== b . 137.87 |================================================================= c . 138.06 |================================================================= Stress-NG 0.16.04 Test: Zlib Bogo Ops/s > Higher Is Better a . 845.32 |================================================================= b . 845.96 |================================================================= c . 866.65 |=================================================================== libavif avifenc 1.0 Encoder Speed: 10, Lossless Seconds < Lower Is Better a . 5.260 |================================================================== b . 5.294 |=================================================================== c . 5.386 |==================================================================== AOM AV1 3.7 Encoder Mode: Speed 4 Two-Pass - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 3.74 |==================================================================== b . 3.70 |==================================================================== c . 3.78 |===================================================================== Stress-NG 0.16.04 Test: MEMFD Bogo Ops/s > Higher Is Better a . 359.21 |=================================================================== b . 352.76 |================================================================== c . 357.51 |=================================================================== Stress-NG 0.16.04 Test: MMAP Bogo Ops/s > Higher Is Better a . 161.40 |================================================================== b . 162.28 |================================================================== c . 164.33 |=================================================================== AOM AV1 3.7 Encoder Mode: Speed 11 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 72.77 |=================================================================== b . 73.59 |==================================================================== c . 72.29 |=================================================================== Stress-NG 0.16.04 Test: AVX-512 VNNI Bogo Ops/s > Higher Is Better a . 651993.86 |=============================================================== b . 656364.85 |=============================================================== c . 663358.87 |================================================================ Stress-NG 0.16.04 Test: IO_uring Bogo Ops/s > Higher Is Better a . 314622.93 |================================================================ b . 309461.51 |=============================================================== c . 311517.34 |=============================================================== NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better a . 4.30 |===================================================================== b . 4.26 |==================================================================== c . 4.23 |==================================================================== Stress-NG 0.16.04 Test: NUMA Bogo Ops/s > Higher Is Better a . 181.17 |=================================================================== b . 178.43 |================================================================== c . 178.42 |================================================================== Stress-NG 0.16.04 Test: Forking Bogo Ops/s > Higher Is Better a . 39618.08 |================================================================= b . 39579.12 |================================================================= c . 39051.18 |================================================================ AOM AV1 3.7 Encoder Mode: Speed 10 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 71.78 |=================================================================== b . 72.49 |==================================================================== c . 72.66 |==================================================================== AOM AV1 3.7 Encoder Mode: Speed 6 Two-Pass - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a . 31.53 |=================================================================== b . 31.87 |==================================================================== c . 31.61 |=================================================================== Stress-NG 0.16.04 Test: Matrix 3D Math Bogo Ops/s > Higher Is Better a . 2103.81 |================================================================== b . 2093.31 |================================================================= c . 2111.52 |================================================================== Stress-NG 0.16.04 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better a . 158.68 |=================================================================== b . 157.88 |=================================================================== c . 157.52 |=================================================================== Stress-NG 0.16.04 Test: Hash Bogo Ops/s > Higher Is Better a . 1770663.81 |=============================================================== b . 1765635.71 |=============================================================== c . 1758276.16 |=============================================================== Stress-NG 0.16.04 Test: Cloning Bogo Ops/s > Higher Is Better a . 872.56 |=================================================================== b . 876.34 |=================================================================== c . 876.95 |=================================================================== Stress-NG 0.16.04 Test: Poll Bogo Ops/s > Higher Is Better a . 1259544.25 |=============================================================== b . 1264444.40 |=============================================================== c . 1260599.14 |=============================================================== AOM AV1 3.7 Encoder Mode: Speed 9 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 71.55 |==================================================================== b . 71.41 |==================================================================== c . 71.64 |==================================================================== AOM AV1 3.7 Encoder Mode: Speed 6 Realtime - Input: Bosphorus 4K Frames Per Second > Higher Is Better a . 65.07 |==================================================================== b . 65.00 |==================================================================== c . 65.05 |====================================================================