NVIDIA TESLA V100 GPU ACCELERATOR
NVIDIA TESLA V100. GPU ACCELERATOR . The Most Advanced Data Center GPU Ever Built. SPECIFICATIONS. NVIDIA TESLA V100 is the world's most advanced data center GPU ever built to accelerate AI, HPC, and graphics. Powered by NVIDIA Volta, the latest GPU architecture, TESLA V100 offers the TESLA V100 TESLA V100. PCle SXM2. performance of up to 100 CPUs in a single GPU enabling data GPU Architecture NVIDIA Volta scientists, researchers, and engineers to tackle challenges that NVIDIA Tensor 640. were once thought impossible. Cores NVIDIA CUDA . 5,120. Cores 47X Higher Throughput than CPU Deep Learning Training in Less Double-Precision 7 TFLOPS TFLOPS. Server on Deep Learning Inference Than a Workday Performance Single-Precision 8X V100 14 TFLOPS TFLOPS. TESLA V100 47X Hours Performance Tensor TESLA P100 15X 112 TFLOPS 125 TFLOPS. Performance 1X CPU 8X P100. Hours GPU Memory 32GB /16GB HBM2. Memory 0 10X 20X 30X 40X 50X 900GB/sec 0 4 8 12 16 Bandwidth Performance Normalized to CPU Time to Solution in Hours Lower is Better ECC Yes Workload: ResNet-50 | CPU: 1X Xeon E5-2690v4 @ | GPU: add 1X NVIDIA Server Con g: Dual Xeon E5-2699 v4 | 8X Interconnect TESLA P100 or V100 TESLA P100 or V100 | ResNet-50 Training on MXNet 32GB/sec 300GB/sec for 90 Epochs with ImageNet dataset.
Tesla V100 is architected from the ground up to simplify programmability. Its new independent thread scheduling enables finer-grain synchronization and improves GPU utilization by sharing resources among small jobs. Tesla V100 is the flagship product of Tesla data center computing platform for deep learning, HPC, and graphics.
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