5950X-RTX4080 AMD Ryzen 9 5950X 16-Core testing with a ASUS TUF GAMING X570-PLUS (WI-FI) (5003 BIOS) and MSI NVIDIA GeForce RTX 4080 16GB on Gentoo 2.14 via the Phoronix Test Suite. AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (4403 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 2000GB Samsung SSD 990 PRO with Heatsink 2TB + 1000GB Samsung SSD 990 PRO 1TB + 8002GB Elements 25A3 + 2000GB EZRZ-00Z5HB0, Graphics: MSI NVIDIA GeForce RTX 4080 16GB, Audio: Creative CA0110-IBG, Monitor: XG320U, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260 OS: Gentoo 2.14, Kernel: 6.5.0-gentoo-x86_64 (x86_64), Desktop: KDE Plasma 5.27.7, Display Server: X Server 1.21.1.8, Display Driver: NVIDIA 535.104.05, Compiler: GCC 12.3.1 20230526 + Clang 16.0.6 + LLVM 16.0.6, File-System: xfs, Screen Resolution: 1920x1080 MSI NVIDIA GeForce RTX 4080: Processor: AMD Ryzen 9 5950X 16-Core @ 4.00GHz (16 Cores / 32 Threads), Motherboard: ASUS TUF GAMING X570-PLUS (WI-FI) (5003 BIOS), Chipset: AMD Starship/Matisse, Memory: 64GB, Disk: 2000GB Samsung SSD 990 PRO with Heatsink 2TB + 1000GB Samsung SSD 990 PRO 1TB + 2000GB EZRZ-00Z5HB0 + 8002GB Elements 25A3, Graphics: MSI NVIDIA GeForce RTX 4080 16GB, Audio: Creative CA0110-IBG, Monitor: XG320U, Network: Realtek RTL8111/8168/8411 + Intel-AC 9260 OS: Gentoo 2.14, Kernel: 6.6.0-gentoo-x86_64 (x86_64), Display Server: X Server 1.21.1.9, Display Driver: NVIDIA, Compiler: GCC 13.2.1 20230826 + Clang 16.0.6 + LLVM 16.0.6, File-System: xfs, Screen Resolution: 1920x1080 SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Max SP Flops GFLOPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 53352.7 |======================================== Stress-NG 0.16.04 Test: IO_uring Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 10546.14 |================ Stress-NG 0.16.04 Test: MEMFD Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 437.58 |================== LuxCoreRender 2.6 Scene: DLSC - Acceleration: GPU M samples/sec > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 15.4 |=========================================== LuxCoreRender 2.6 Scene: LuxCore Benchmark - Acceleration: GPU M samples/sec > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 13.77 |========================================== FAHBench 2.3.2 Ns Per Day > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 394.11 |========================================= NCNN 20230517 Target: Vulkan GPU - Model: FastestDet ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 5.06 |=========================================== NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 58.03 |========================================== NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 10.30 |========================================== NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 10.43 |========================================== NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 21.19 |========================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 18.23 |========================================== NCNN 20230517 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 7.11 |=========================================== NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 8.11 |=========================================== NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 45.47 |========================================== NCNN 20230517 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 12.24 |========================================== NCNN 20230517 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 1.72 |=========================================== NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 5.75 |=========================================== NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 4.04 |=========================================== NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 4.51 |=========================================== NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 3.90 |=========================================== NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 4.54 |=========================================== NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 11.98 |========================================== LuxCoreRender 2.6 Scene: Orange Juice - Acceleration: GPU M samples/sec > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 12.30 |========================================== LuxCoreRender 2.6 Scene: Danish Mood - Acceleration: GPU M samples/sec > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 12.34 |========================================== Blender 4.0 Blend File: Barbershop - Compute: NVIDIA OptiX Seconds < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 43.79 |========================================== Stress-NG 0.16.04 Test: Semaphores Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 22330215.55 |============= Blender 4.0 Blend File: Fishy Cat - Compute: NVIDIA OptiX Seconds < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 8.30 |=========================================== Stress-NG 0.16.04 Test: Cloning Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 1473.33 |================= Stress-NG 0.16.04 Test: Malloc Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 11369932.39 |============= Stress-NG 0.16.04 Test: MMAP Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 278.33 |================== Stress-NG 0.16.04 Test: Atomic Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 199.10 |================== Stress-NG 0.16.04 Test: Zlib Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 1627.76 |================= Stress-NG 0.16.04 Test: Pthread Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 129241.53 |=============== Stress-NG 0.16.04 Test: Matrix 3D Math Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 1513.65 |================= Stress-NG 0.16.04 Test: System V Message Passing Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 13352148.72 |============= Stress-NG 0.16.04 Test: CPU Cache Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 2267861.96 |============== Stress-NG 0.16.04 Test: NUMA Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 557.82 |================== Stress-NG 0.16.04 Test: Function Call Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 13075.24 |================ Stress-NG 0.16.04 Test: Futex Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 3407094.81 |============== Stress-NG 0.16.04 Test: Vector Math Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 102091.22 |=============== Stress-NG 0.16.04 Test: Wide Vector Math Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 516608.09 |=============== Stress-NG 0.16.04 Test: x86_64 RdRand Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 5964185.24 |============== Stress-NG 0.16.04 Test: Vector Floating Point Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 39790.83 |================ Stress-NG 0.16.04 Test: Floating Point Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 6009.83 |================= Stress-NG 0.16.04 Test: AVL Tree Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 144.92 |================== Stress-NG 0.16.04 Test: Mixed Scheduler Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 11422.92 |================ Stress-NG 0.16.04 Test: Vector Shuffle Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 11961.21 |================ Stress-NG 0.16.04 Test: Memory Copying Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 5974.68 |================= Stress-NG 0.16.04 Test: Socket Activity Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 4842.26 |================= Stress-NG 0.16.04 Test: CPU Stress Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 44692.23 |================ Stress-NG 0.16.04 Test: Crypto Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 45508.84 |================ Stress-NG 0.16.04 Test: Pipe Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 11206671.23 |============= Stress-NG 0.16.04 Test: SENDFILE Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 354422.22 |=============== Stress-NG 0.16.04 Test: Forking Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 32626.21 |================ Stress-NG 0.16.04 Test: Poll Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 1797689.35 |============== Stress-NG 0.16.04 Test: Glibc Qsort Data Sorting Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 414.14 |================== Stress-NG 0.16.04 Test: Glibc C String Functions Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 8933007.81 |============== Stress-NG 0.16.04 Test: Fused Multiply-Add Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 41301304.64 |============= Stress-NG 0.16.04 Test: Context Switching Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 4339638.47 |============== Stress-NG 0.16.04 Test: AVX-512 VNNI Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 797839.84 |=============== Stress-NG 0.16.04 Test: Matrix Math Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 74055.33 |================ Stress-NG 0.16.04 Test: Mutex Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 5460828.05 |============== Stress-NG 0.16.04 Test: Hash Bogo Ops/s > Higher Is Better AMD Ryzen 9 5950X 16-Core - MSI NVIDIA GeForce RTX . 3885253.64 |============== Blender 4.0 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 4.98 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TT GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 87.7 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-TN GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 90.1 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NT GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 82.7 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMM-NN GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 83.6 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-T GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 65.3 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dGEMV-N GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 58.2 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dDOT GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 49.5 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dAXPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 44.6 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - dCOPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 29.8 |=========================================== ViennaCL 1.7.1 Test: CPU BLAS - sDOT GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 122.3 |========================================== ViennaCL 1.7.1 Test: CPU BLAS - sAXPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 121 |============================================ ViennaCL 1.7.1 Test: CPU BLAS - sCOPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 80.7 |=========================================== ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 817 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TN GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 799 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NT GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 765 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN GFLOPs/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 743 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 425 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 219 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 588 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 607 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 536 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 405 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 482 |============================================ ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 378 |============================================ Blender 4.0 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX Seconds < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 11.71 |========================================== Rodinia 3.1 Test: OpenCL Particle Filter Seconds < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 2.818 |========================================== Blender 4.0 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 10.53 |========================================== Hashcat 6.2.4 Benchmark: SHA-512 H/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 3786333333 |===================================== Hashcat 6.2.4 Benchmark: SHA1 H/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 29664566667 |==================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N GFLOPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 16670.9 |======================================== clpeak 1.1.2 OpenCL Test: Double-Precision Double GFLOPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 836.12 |========================================= Hashcat 6.2.4 Benchmark: TrueCrypt RIPEMD160 + XTS H/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 1127767 |======================================== Hashcat 6.2.4 Benchmark: MD5 H/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 93006300000 |==================================== LuxCoreRender 2.6 Scene: Rainbow Colors and Prism - Acceleration: GPU M samples/sec > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 32.80 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 2930.42 |======================================== Hashcat 6.2.4 Benchmark: 7-Zip H/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 1667533 |======================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D GFLOPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 426.46 |========================================= clpeak 1.1.2 OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 613.69 |========================================= cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 377.2 |========================================== cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 626.5 |========================================== cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 592.8 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Readback GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 27.12 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP GFLOPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 1836.99 |======================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Triad GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 20.17 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Bus Speed Download GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 26.28 |========================================== SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Reduction GB/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 608.24 |========================================= clpeak 1.1.2 OpenCL Test: Integer Compute INT GIOPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 24381.19 |======================================= FinanceBench 2016-07-25 Benchmark: Black-Scholes OpenCL ms < Lower Is Better MSI NVIDIA GeForce RTX 4080 . 4.490 |========================================== NeatBench 5 Acceleration: GPU FPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 4080 |=========================================== clpeak 1.1.2 OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 47636.58 |======================================= SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash GHash/s > Higher Is Better MSI NVIDIA GeForce RTX 4080 . 58.61 |========================================== MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec > Higher Is Better PlaidML FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL Examples Per Second > Higher Is Better PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL Examples Per Second > Higher Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200 Milli-Seconds < Lower Is Better Caffe 2020-02-13 Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 Milli-Seconds < Lower Is Better ArrayFire 3.9 Test: Conjugate Gradient OpenCL LeelaChessZero 0.28 Backend: OpenCL Nodes Per Second > Higher Is Better RedShift Demo 3.0 Seconds < Lower Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Single Precision Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Double Precision Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer Mixbench 2020-06-23 Backend: OpenCL - Benchmark: Integer