10900K X Intel Core i9-10900K testing with a Gigabyte Z490 AORUS MASTER (F3 BIOS) and Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB on Ubuntu 20.04 via the Phoronix Test Suite. Gigabyte AMD Radeon RX 5500: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz), Audio: Realtek ALC1220, Monitor: DELL P2415Q, Network: Intel Device 15f3 + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-ef67218 2020-07-07 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 1.1 Mesa 20.2.0-devel (git-c977567db6), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 2: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz), Audio: Realtek ALC1220, Monitor: DELL P2415Q, Network: Intel Device 15f3 + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-ef67218 2020-07-07 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 1.1 Mesa 20.2.0-devel (git-c977567db6), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 3: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz), Audio: Realtek ALC1220, Monitor: DELL P2415Q, Network: Intel Device 15f3 + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-ef67218 2020-07-07 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 1.1 Mesa 20.2.0-devel (git-c977567db6), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 4: Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz), Audio: Realtek ALC1220, Monitor: DELL P2415Q, Network: Intel Device 15f3 + Intel Wi-Fi 6 AX201 OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-ef67218 2020-07-07 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 1.1 Mesa 20.2.0-devel (git-c977567db6), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better Gigabyte AMD Radeon RX 5500 . 15.37 |========================================== 2 ........................... 15.43 |========================================== 3 ........................... 15.44 |========================================== 4 ........................... 15.41 |========================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better Gigabyte AMD Radeon RX 5500 . 106.34 |========================================= 2 ........................... 106.39 |========================================= 3 ........................... 106.38 |========================================= 4 ........................... 106.35 |========================================= Apache CouchDB 3.1.1 Bulk Size: 100 - Inserts: 1000 - Rounds: 24 Seconds < Lower Is Better Gigabyte AMD Radeon RX 5500 . 62.99 |======================================== 2 ........................... 65.98 |========================================== 3 ........................... 65.28 |========================================== 4 ........................... 64.03 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 31309 |========================================== 2 ........................... 31408 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.032 |========================================== 2 ........................... 0.032 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 810 |============================================ 2 ........................... 780 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 1.234 |======================================== 2 ........................... 1.284 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 384451 |========================================= 2 ........................... 381820 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.130 |========================================== 2 ........................... 0.131 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 364973 |========================================= 2 ........................... 364572 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.274 |========================================== 2 ........................... 0.275 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 345100 |========================================= 2 ........................... 345126 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.725 |========================================== 2 ........................... 0.725 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 860 |============================================ 2 ........................... 801 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 58.17 |======================================= 2 ........................... 62.82 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 27997 |========================================== 2 ........................... 27215 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.036 |========================================= 2 ........................... 0.037 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 882 |============================================ 2 ........................... 832 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 113.51 |======================================= 2 ........................... 120.44 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 847 |============================================ 2 ........................... 808 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 295.31 |======================================= 2 ........................... 309.82 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 564 |============================================ 2 ........................... 319 |========================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 1.849 |====================== 2 ........................... 3.580 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 308158 |======================================== 2 ........................... 312205 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.163 |========================================== 2 ........................... 0.160 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 14929 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.067 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 309838 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.323 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 258864 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.966 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 7125 |=========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 7.110 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 148 |============================================ PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 6.741 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 266233 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.188 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 8855 |=========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 11.30 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 9207 |=========================================== PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 27.33 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 267192 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.375 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 205285 |========================================= PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 1.219 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 2629 |=========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 19.02 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 4454 |=========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 22.47 |========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write TPS > Higher Is Better Gigabyte AMD Radeon RX 5500 . 5029 |=========================================== PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 49.99 |========================================== NCNN 20200916 Target: CPU - Model: squeezenet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 15.10 |========================================== 2 ........................... 15.18 |========================================== 3 ........................... 15.15 |========================================== 4 ........................... 15.15 |========================================== NCNN 20200916 Target: CPU - Model: mobilenet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 17.22 |========================================== 2 ........................... 17.29 |========================================== 3 ........................... 17.26 |========================================== 4 ........................... 17.32 |========================================== NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 5.22 |========================================== 2 ........................... 5.29 |=========================================== 3 ........................... 5.23 |=========================================== 4 ........................... 5.29 |=========================================== NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 4.04 |========================================== 2 ........................... 4.09 |=========================================== 3 ........................... 4.12 |=========================================== 4 ........................... 4.13 |=========================================== NCNN 20200916 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 2.99 |========================================== 2 ........................... 3.05 |=========================================== 3 ........................... 3.02 |=========================================== 4 ........................... 3.04 |=========================================== NCNN 20200916 Target: CPU - Model: mnasnet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 3.89 |========================================== 2 ........................... 3.91 |========================================== 3 ........................... 3.94 |=========================================== 4 ........................... 3.96 |=========================================== NCNN 20200916 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 6.07 |========================================== 2 ........................... 6.15 |=========================================== 3 ........................... 6.15 |=========================================== 4 ........................... 6.21 |=========================================== NCNN 20200916 Target: CPU - Model: blazeface ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 1.31 |========================================== 2 ........................... 1.31 |========================================== 3 ........................... 1.34 |=========================================== 4 ........................... 1.32 |========================================== NCNN 20200916 Target: CPU - Model: googlenet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 14.26 |========================================= 2 ........................... 14.35 |========================================= 3 ........................... 14.59 |========================================== 4 ........................... 14.35 |========================================= NCNN 20200916 Target: CPU - Model: vgg16 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 78.60 |========================================== 2 ........................... 78.86 |========================================== 3 ........................... 78.22 |========================================== 4 ........................... 78.29 |========================================== NCNN 20200916 Target: CPU - Model: resnet18 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 15.68 |========================================== 2 ........................... 15.70 |========================================== 3 ........................... 15.73 |========================================== 4 ........................... 15.71 |========================================== NCNN 20200916 Target: CPU - Model: alexnet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 16.44 |======================================== 2 ........................... 17.24 |========================================== 3 ........................... 16.60 |======================================== 4 ........................... 16.32 |======================================== NCNN 20200916 Target: CPU - Model: resnet50 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 27.29 |========================================= 2 ........................... 27.94 |========================================== 3 ........................... 27.27 |========================================= 4 ........................... 27.32 |========================================= NCNN 20200916 Target: CPU - Model: yolov4-tiny ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 26.85 |========================================== 2 ........................... 27.00 |========================================== 3 ........................... 26.89 |========================================== 4 ........................... 26.86 |========================================== NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 3.63 |=========================================== 2 ........................... 3.60 |=========================================== 3 ........................... 3.62 |=========================================== 4 ........................... 3.62 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 7.10 |======================================= 2 ........................... 7.30 |======================================== 3 ........................... 7.35 |======================================== 4 ........................... 7.89 |=========================================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 2.14 |=========================================== 2 ........................... 2.14 |=========================================== 3 ........................... 2.14 |=========================================== 4 ........................... 2.15 |=========================================== NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 3.05 |=========================================== 2 ........................... 3.01 |========================================== 3 ........................... 3.02 |=========================================== 4 ........................... 3.02 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 1.76 |=========================================== 2 ........................... 1.76 |=========================================== 3 ........................... 1.76 |=========================================== 4 ........................... 1.76 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 2.26 |=========================================== 2 ........................... 2.25 |=========================================== 3 ........................... 2.25 |=========================================== 4 ........................... 2.26 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 6.54 |=========================================== 2 ........................... 6.53 |=========================================== 3 ........................... 6.54 |=========================================== 4 ........................... 6.55 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 0.68 |=========================================== 2 ........................... 0.68 |=========================================== 3 ........................... 0.68 |=========================================== 4 ........................... 0.68 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 4.37 |=========================================== 2 ........................... 4.40 |=========================================== 3 ........................... 4.37 |=========================================== 4 ........................... 4.41 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 18.93 |========================================== 2 ........................... 18.95 |========================================== 3 ........................... 18.95 |========================================== 4 ........................... 18.99 |========================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 2.01 |=========================================== 2 ........................... 2.02 |=========================================== 3 ........................... 2.02 |=========================================== 4 ........................... 2.02 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 5.40 |=========================================== 2 ........................... 5.39 |=========================================== 3 ........................... 5.40 |=========================================== 4 ........................... 5.40 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 5.57 |=========================================== 2 ........................... 5.56 |=========================================== 3 ........................... 5.57 |=========================================== 4 ........................... 5.57 |=========================================== NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 12.27 |========================================== 2 ........................... 12.28 |========================================== 3 ........................... 12.28 |========================================== 4 ........................... 12.27 |========================================== TNN 0.2.3 Target: CPU - Model: MobileNet v2 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 276.52 |========================================= 2 ........................... 271.41 |======================================== 3 ........................... 278.85 |========================================= 4 ........................... 279.34 |========================================= TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 ms < Lower Is Better Gigabyte AMD Radeon RX 5500 . 261.70 |========================================= 2 ........................... 253.95 |======================================== 3 ........................... 259.46 |========================================= 4 ........................... 256.64 |========================================