Structured pruning with Weights & Biases | Model optimization made simple
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YouTubeWeights & Biases
Structured pruning with Weights & Biases | Model optimization made simple
We dive into one of the most powerful techniques in model optimization: *pruning*. By zeroing out or removing low-magnitude weights, pruning reduces model size and improves efficiency. But it doesn’t stop there—*structured pruning* takes things further by eliminating entire rows, columns, or channels, making it far more hardware-friendly ...
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Mathematical optimization Algorithms
Optimization এর জন্য কোন বইগুলো পড়বো ? 1. Convex Optimization — Stephen Boyd & Lieven Vandenberghe 2. Numerical Optimization — Jorge Nocedal & Stephen J. Wright 3. Introduction to Linear Optimization — Dimitris Bertsimas & John N. Tsitsiklis 4. Practical Optimization: Algorithms and Engineering Applications — Andreas Antoniou & Wu-Sheng Lu 5. Nonlinear Programming — Dimitri P. Bertsekas 6. Optimization Models — Giuseppe C. Calafiore & Laurent El Ghaoui 7. Optimization for Machine Learning — Suv
Optimization এর জন্য কোন বইগুলো পড়বো ? 1. Convex Optimization — Stephen Boyd & Lieven Vandenberghe 2. Numerical Optimization — Jorge Nocedal & Stephen J. Wright 3. Introduction to Linear Optimization — Dimitris Bertsimas & John N. Tsitsiklis 4. Practical Optimization: Algorithms and Engineering Applications — Andreas Antoniou & Wu-Sheng Lu 5. Nonlinear Programming — Dimitri P. Bertsekas 6. Optimization Models — Giuseppe C. Calafiore & Laurent El Ghaoui 7. Optimization for Machine Learning — Suv
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