Transcription of NVIDIA TESLA V100 GPU ARCHITECTURE
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NVIDIA TESLA V100 GPU ARCHITECTURE
NVIDIA TESLA V100 GPU. ARCHITECTURE . THE WORLD'S MOST ADVANCED DATA CENTER GPU. | August 2017. TABLE OF CONTENTS. Introduction to the NVIDIA TESLA V100 GPU ARCHITECTURE .. 1. TESLA V100: The AI Computing and HPC Powerhouse .. 2. Key Features .. 2. Extreme Performance for AI and HPC .. 5. NVIDIA GPUs The Fastest and Most Flexible Deep Learning Platform .. 6. Deep Learning Background .. 6. GPU-Accelerated Deep Learning .. 7. GV100 GPU Hardware ARCHITECTURE In-Depth .. 8. Extreme Performance and High Efficiency .. 11. Volta Streaming Multiprocessor .. 12. tensor Cores .. 14. Enhanced L1 Data Cache and Shared Memory .. 17. Simultaneous Execution of FP32 and INT32 Operations.
new Tensor Cores. 7.8 TFLOPS1 of double precision floating-point (FP64) performance 15.7 TFLOPS1 of single precision (FP32) performance 125 Tensor TFLOPS1 Figure 3. Tesla V100 Provides a Major Leap in Deep Learning Performance with New Tensor Cores 1
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