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1. cpu-performance-engineering cpu-performance-engineering Public

   A reading path for CPU performance engineering, from one instruction to production inference. Primary sources only, with a runnable benchmark for every section.

   Python 825 62

2. pytorch/executorch pytorch/executorch Public

   On-device AI across mobile, embedded and edge for PyTorch

   Python 5.1k 1.2k

3. cnn cnn Public

   A convolutional layer with a subsequent Rectified Linear Unit (ReLU) activation. This structure forms the cornerstone of many sophisticated image processing and computer vision systems.

   C 4

4. make-your-model-fast make-your-model-fast Public

   A Systems View of Efficient Machine Learning, from Silicon to Agents. Fourteen parts, from roofline analysis and vector units up through kernels, compilers, quantisation, compression, vision, on-de…

   24 2

5. multi-task-loss multi-task-loss Public

   A production-ready, scalable multi-task perception system for autonomous vehicles, capable of handling multiple tasks simultaneously.

   Python 3

6. autonomous-vehicles autonomous-vehicles Public

   Autonomous Vehicles: Implementation of various computer vision techniques for autonomous vehicles.

   Python 2