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Optimization

The Machine Learning Surgeon's Guide to Quantization: Precision Cuts for Smarter Models
26 mins
Quantization Inference Optimization
Performing Kernel Surgery: Profiling CUDA Kernels with NVIDIA Nsight Compute
9 mins
Cuda Profiling Optimization
A Machine Learning Surgeon’s Toolkit: Advanced Matrix Multiplication in CUDA
16 mins
Cuda Gpu Optimization Matrix-Multiplication
An Introduction to Sparsity for Efficient Neural Network Inference
7 mins
Pruning Optimization Inference