ngc

AMD Ryzen Threadripper PRO 7995WX 96-Cores testing with a HP 8B24 (U65 Ver. 01.01.04 BIOS) and NVIDIA RTX A4000 16GB on Ubuntu 23.10 via the Phoronix Test Suite.

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
a
January 05
  15 Hours, 58 Minutes
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ngc AMD Ryzen Threadripper PRO 7995WX 96-Cores testing with a HP 8B24 (U65 Ver. 01.01.04 BIOS) and NVIDIA RTX A4000 16GB on Ubuntu 23.10 via the Phoronix Test Suite. ,,"a" Processor,,AMD Ryzen Threadripper PRO 7995WX 96-Cores @ 6.44GHz (96 Cores / 192 Threads) Motherboard,,HP 8B24 (U65 Ver. 01.01.04 BIOS) Chipset,,AMD Device 14a4 Memory,,128GB Disk,,2 x 1024GB SAMSUNG MZVL21T0HCLR-00BH1 Graphics,,NVIDIA RTX A4000 16GB Audio,,NVIDIA GA104 HD Audio Monitor,,ASUS VP28U Network,,Realtek RTL8111/8168/8411 OS,,Ubuntu 23.10 Kernel,,6.5.0-14-generic (x86_64) Desktop,,GNOME Shell 45.0 Display Server,,X Server 1.21.1.7 Display Driver,,NVIDIA 535.129.03 OpenGL,,4.6.0 OpenCL,,OpenCL 3.0 CUDA 12.2.147 Compiler,,GCC 13.2.0 File-System,,ext4 Screen Resolution,,3840x2160 ,,"a" "ArrayFire - Test: Conjugate Gradient OpenCL (ms)",LIB,2.300 "Betsy GPU Compressor - Codec: ETC1 - Quality: Highest (sec)",LIB, "Betsy GPU Compressor - Codec: ETC2 RGB - Quality: Highest (sec)",LIB, "Blender - Blend File: BMW27 - Compute: NVIDIA OptiX (sec)",LIB,11.32 "Blender - Blend File: Classroom - Compute: NVIDIA OptiX (sec)",LIB,28.80 "Blender - Blend File: Fishy Cat - Compute: NVIDIA OptiX (sec)",LIB,20.25 "Blender - Blend File: Barbershop - Compute: NVIDIA OptiX (sec)",LIB,100.99 "Blender - Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX (sec)",LIB,32.20 "Caffe - Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 100 (ms)",LIB, "Caffe - Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 200 (ms)",LIB, "Caffe - Model: AlexNet - Acceleration: NVIDIA CUDA - Iterations: 1000 (ms)",LIB, "Caffe - Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 100 (ms)",LIB, "Caffe - Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 200 (ms)",LIB, "Caffe - Model: GoogleNet - Acceleration: NVIDIA CUDA - Iterations: 1000 (ms)",LIB, "Chaos Group V-RAY - Mode: NVIDIA RTX GPU (vrays)",HIB,1790 "Chaos Group V-RAY - Mode: NVIDIA CUDA GPU (vpaths)",HIB,1182 "cl-mem - Benchmark: Copy (GB/s)",HIB,273.0 "cl-mem - Benchmark: Read (GB/s)",HIB,366.1 "cl-mem - Benchmark: Write (GB/s)",HIB,348.6 "clpeak - OpenCL Test: Integer Compute INT (GIOPS)",HIB,9116.63 "clpeak - OpenCL Test: Single-Precision Float (GFLOPS)",HIB,17983.79 "clpeak - OpenCL Test: Double-Precision Double (GFLOPS)",HIB,347.10 "clpeak - OpenCL Test: Global Memory Bandwidth (GBPS)",HIB,361.29 "FAHBench - (Ns/Day)",HIB,224.5663 "FinanceBench - Benchmark: Black-Scholes OpenCL (ms)",LIB,10.628 "GROMACS - Implementation: NVIDIA CUDA GPU - Input: water_GMX50_bare (Ns/Day)",HIB, "Hashcat - Benchmark: MD5 (H/s)",HIB,33124266667 "Hashcat - Benchmark: SHA1 (H/s)",HIB,10834766667 "Hashcat - Benchmark: 7-Zip (H/s)",HIB,518600 "Hashcat - Benchmark: SHA-512 (H/s)",HIB,1351300000 "Hashcat - Benchmark: TrueCrypt RIPEMD160 + XTS (H/s)",HIB,370460 "IndigoBench - Acceleration: OpenCL GPU - Scene: Bedroom (M samples/s)",HIB,11.199 "IndigoBench - Acceleration: OpenCL GPU - Scene: Supercar (M samples/s)",HIB,31.766 "LeelaChessZero - Backend: OpenCL (Nodes/s)",HIB, "Libplacebo - (FPS)",HIB, "LuxCoreRender - Scene: DLSC - Acceleration: GPU (M samples/sec)",HIB,6.28 "LuxCoreRender - Scene: Danish Mood - Acceleration: GPU (M samples/sec)",HIB,5.02 "LuxCoreRender - Scene: Orange Juice - Acceleration: GPU (M samples/sec)",HIB,6.51 "LuxCoreRender - Scene: LuxCore Benchmark - Acceleration: GPU (M samples/sec)",HIB,6.12 "LuxCoreRender - Scene: Rainbow Colors and Prism - Acceleration: GPU (M samples/sec)",HIB,18.87 "MandelGPU - OpenCL Device: GPU (Samples/sec)",HIB,346801977.5 "Mixbench - Backend: OpenCL - Benchmark: Integer ()",HIB, "Mixbench - Backend: NVIDIA CUDA - Benchmark: Integer ()",HIB, "Mixbench - Backend: OpenCL - Benchmark: Double Precision ()",HIB, "Mixbench - Backend: OpenCL - Benchmark: Single Precision ()",HIB, "Mixbench - Backend: NVIDIA CUDA - Benchmark: Half Precision ()",HIB, "Mixbench - Backend: NVIDIA CUDA - Benchmark: Double Precision ()",HIB, "Mixbench - Backend: NVIDIA CUDA - Benchmark: Single Precision ()",HIB, "NAMD CUDA - ATPase Simulation - 327,506 Atoms (days/ns)",LIB,0.12721 "NCNN - Target: Vulkan GPU - Model: mobilenet (ms)",LIB,20.74 "NCNN - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 (ms)",LIB,12.35 "NCNN - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 (ms)",LIB,13.71 "NCNN - Target: Vulkan GPU - Model: shufflenet-v2 (ms)",LIB,16.76 "NCNN - Target: Vulkan GPU - Model: mnasnet (ms)",LIB,11.73 "NCNN - Target: Vulkan GPU - Model: efficientnet-b0 (ms)",LIB,16.93 "NCNN - Target: Vulkan GPU - Model: blazeface (ms)",LIB,7.46 "NCNN - Target: Vulkan GPU - Model: googlenet (ms)",LIB,25.46 "NCNN - Target: Vulkan GPU - Model: vgg16 (ms)",LIB,35.86 "NCNN - Target: Vulkan GPU - Model: resnet18 (ms)",LIB,12.54 "NCNN - Target: Vulkan GPU - Model: alexnet (ms)",LIB,7.15 "NCNN - Target: Vulkan GPU - Model: resnet50 (ms)",LIB,23.60 "NCNN - Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 (ms)",LIB,20.74 "NCNN - Target: Vulkan GPU - Model: yolov4-tiny (ms)",LIB,34.43 "NCNN - Target: Vulkan GPU - Model: squeezenet_ssd (ms)",LIB,26.63 "NCNN - Target: Vulkan GPU - Model: regnety_400m (ms)",LIB,56.77 "NCNN - Target: Vulkan GPU - Model: vision_transformer (ms)",LIB,44.17 "NCNN - Target: Vulkan GPU - Model: FastestDet (ms)",LIB,18.23 "NeatBench - Acceleration: GPU (FPS)",HIB, "OctaneBench - Total Score (Score)",HIB,358.152832 "PlaidML - FP16: No - Mode: Training - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB, "PlaidML - FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL (Examples/sec)",HIB, "PlaidML - FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB, "PlaidML - FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL (Examples/sec)",HIB, "PlaidML - FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL (Examples/sec)",HIB, "RealSR-NCNN - Scale: 4x - TAA: No (sec)",LIB,10.013 "RealSR-NCNN - Scale: 4x - TAA: Yes (sec)",LIB,59.851 "RedShift Demo - (sec)",LIB, "Rodinia - Test: OpenCL Particle Filter (sec)",LIB,6.554 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: S3D (GFLOPS)",HIB,209.572 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Triad (GB/s)",HIB,24.8470 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: FFT SP (GFLOPS)",HIB,1093.92 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: MD5 Hash (GHash/s)",HIB,22.1461 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Reduction (GB/s)",HIB,324.049 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: GEMM SGEMM_N (GFLOPS)",HIB,3391.66 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Max SP Flops (GFLOPS)",HIB,20821.2 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Bus Speed Download (GB/s)",HIB,26.8298 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Bus Speed Readback (GB/s)",HIB,27.0843 "SHOC Scalable HeterOgeneous Computing - Target: OpenCL - Benchmark: Texture Read Bandwidth (GB/s)",HIB,2005.17 "ViennaCL - Test: CPU BLAS - sCOPY (GB/s)",HIB,601 "ViennaCL - Test: CPU BLAS - sAXPY (GB/s)",HIB,792 "ViennaCL - Test: CPU BLAS - sDOT (GB/s)",HIB,261 "ViennaCL - Test: CPU BLAS - dCOPY (GB/s)",HIB,769 "ViennaCL - Test: CPU BLAS - dAXPY (GB/s)",HIB,1272 "ViennaCL - Test: CPU BLAS - dDOT (GB/s)",HIB,558 "ViennaCL - Test: CPU BLAS - dGEMV-N (GB/s)",HIB,43.6 "ViennaCL - Test: CPU BLAS - dGEMV-T (GB/s)",HIB,156.3 "ViennaCL - Test: CPU BLAS - dGEMM-NN (GFLOPs/s)",HIB,127 "ViennaCL - Test: CPU BLAS - dGEMM-NT (GFLOPs/s)",HIB,121 "ViennaCL - Test: CPU BLAS - dGEMM-TN (GFLOPs/s)",HIB,134 "ViennaCL - Test: CPU BLAS - dGEMM-TT (GFLOPs/s)",HIB,129 "ViennaCL - Test: OpenCL BLAS - sCOPY (GB/s)",HIB,259 "ViennaCL - Test: OpenCL BLAS - sAXPY (GB/s)",HIB,325 "ViennaCL - Test: OpenCL BLAS - sDOT (GB/s)",HIB,298 "ViennaCL - Test: OpenCL BLAS - dCOPY (GB/s)",HIB,332 "ViennaCL - Test: OpenCL BLAS - dAXPY (GB/s)",HIB,364 "ViennaCL - Test: OpenCL BLAS - dDOT (GB/s)",HIB,368 "ViennaCL - Test: OpenCL BLAS - dGEMV-N (GB/s)",HIB,163 "ViennaCL - Test: OpenCL BLAS - dGEMV-T (GB/s)",HIB,302 "ViennaCL - Test: OpenCL BLAS - dGEMM-NN (GFLOPs/s)",HIB,322 "ViennaCL - Test: OpenCL BLAS - dGEMM-NT (GFLOPs/s)",HIB,323 "ViennaCL - Test: OpenCL BLAS - dGEMM-TN (GFLOPs/s)",HIB,322 "ViennaCL - Test: OpenCL BLAS - dGEMM-TT (GFLOPs/s)",HIB,322 "VkFFT - Test: FFT + iFFT R2C / C2R (Benchmark Score)",HIB, "VkFFT - Test: FFT + iFFT C2C 1D batched in half precision (Benchmark Score)",HIB, "VkFFT - Test: FFT + iFFT C2C Bluestein in single precision (Benchmark Score)",HIB, "VkFFT - Test: FFT + iFFT C2C 1D batched in double precision (Benchmark Score)",HIB, "VkFFT - Test: FFT + iFFT C2C 1D batched in single precision (Benchmark Score)",HIB, "VkFFT - Test: FFT + iFFT C2C multidimensional in single precision (Benchmark Score)",HIB, "VkFFT - Test: FFT + iFFT C2C Bluestein benchmark in double precision (Benchmark Score)",HIB, "VkFFT - Test: FFT + iFFT C2C 1D batched in single precision, no reshuffling (Benchmark Score)",HIB, "vkpeak - fp32-scalar (GFLOPS)",HIB,11276.77 "vkpeak - fp32-vec4 (GFLOPS)",HIB,14596.88 "vkpeak - fp16-scalar (GFLOPS)",HIB,11037.49 "vkpeak - fp16-vec4 (GFLOPS)",HIB,21947.85 "vkpeak - fp64-scalar (GFLOPS)",HIB,356.21 "vkpeak - fp64-vec4 (GFLOPS)",HIB,356.28 "vkpeak - int32-scalar (GIOPS)",HIB,11249.11 "vkpeak - int32-vec4 (GIOPS)",HIB,10999.52 "vkpeak - int16-scalar (GIOPS)",HIB,7189.38 "vkpeak - int16-vec4 (GIOPS)",HIB,8646.42 "VkResample - Upscale: 2x - Precision: Double (ms)",LIB,500.008 "VkResample - Upscale: 2x - Precision: Single (ms)",LIB,22.096 "Waifu2x-NCNN Vulkan - Scale: 2x - Denoise: 3 - TAA: No (sec)",LIB, "Waifu2x-NCNN Vulkan - Scale: 2x - Denoise: 3 - TAA: Yes (sec)",LIB,4.889