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PyTorch Memory Tuning
PyTorch Performance Features and How They Interact
Solving Machine Learning Performance Anti-Patterns: a Systematic Approach
A Simple and Flexible Pytorch Video Pipeline
Object Detection from 9 FPS to 650 FPS in 6 Steps
Object Detection at 1840 FPS with TorchScript, TensorRT and DeepStream
Object Detection at 2530 FPS with TensorRT and 8-Bit Quantization
Mastering TorchScript: Tracing vs Scripting, Device Pinning, Direct Graph Modification
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- Machine Learning Productionization 6
- Visual Analytics 4
Tags
- Optimization 6
- Pytorch 7
- Nsight Systems 5
- NVTX 3
- Quantization 2
- TensorRT 4
- TorchScript 3
- Object Detection 4
- ONNX 3
- SSD300 4
- DeepStream 1
- Gstreamer 2

Machine Learning Productionization

April 14, 2023

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December 31, 2020

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© Paul Bridger 2020

Categories
- Machine Learning Productionization 6
- Visual Analytics 4
Tags
- Optimization 6
- Pytorch 7
- Nsight Systems 5
- NVTX 3
- Quantization 2
- TensorRT 4
- TorchScript 3
- Object Detection 4
- ONNX 3
- SSD300 4
- DeepStream 1
- Gstreamer 2