Today, NVIDIA announced Nsight DL Designer - the first in-class deep learning tool with end-to-end design and development capability. This SDK aims at streamlining the often iterative process of designing deep neural network models for in-app inferencing.
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Key features:
• GUI and built-in set of layers for model design
• Inference performance profiling with GPU-metrics (i.e. Tensor Core utilization)
• Interface with training framework (PyTorch)
• Interactive visual analysis of the inference process
• Automated model export and code generation for deployment
Resources:
SIGGRAPH '21 Session.
Visit Developer page to learn more and get access to the SDK.
Developer Blog.