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FINDING THE RIGHT KNOB
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Classroom Contents
Profiling Deep Learning Applications with NVIDIA Tools Extension (NVTX)
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- 1 Intro
- 2 A TYPICAL SCENARIO
- 3 HOW TO SPEED-UP NETWORK
- 4 WHAT'S GOING ON?
- 5 NSIGHT PRODUCT FAMILY
- 6 NSIGHT SYSTEMS Overview
- 7 NVIDIA TOOLS EXTENSION (NVTX)
- 8 ADDING NVTX START AND END OPERATIONS
- 9 NSIGHT SYSTEMS PROFILE
- 10 SIMPLE TRAINING PROGRAM
- 11 NVTX SYNTAX Backward propagation with or without using AMP
- 12 2ND PROFILING SESSION
- 13 FINDING THE RIGHT KNOB
- 14 BEST PRACTICES (4)
- 15 MEMORY PINNING
- 16 ASYNCHRONOUS DATA COPY
