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Models are Complex
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Classroom Contents
NVIDIA GPU Computing - A Journey from PC Gaming to Deep Learning
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- 1 Introduction
- 2 Background about Nvidia
- 3 Gaming
- 4 Console Gaming
- 5 Cloud Gaming
- 6 Supercomputing
- 7 Tesla V100
- 8 How do we get here
- 9 The intent
- 10 Classic GPUs
- 11 Rendering
- 12 Numeric representations
- 13 Vertex fetch engine
- 14 Unified shaders
- 15 G80
- 16 throughput vs latency
- 17 CUDA
- 18 Fermi Architecture
- 19 Kepler Architecture
- 20 Pascal Architecture
- 21 GTX 1080 TI
- 22 Volta GV100
- 23 Tensor Core
- 24 Interconnect
- 25 Titan
- 26 Deep Neural Network
- 27 ImageNet
- 28 Models are Complex
- 29 Training
- 30 Tensor RT
- 31 Image Per Second
- 32 Automotive
- 33 SOCs
- 34 Drive PX2
