Ergebnisse für: Block Distillation

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Buch Cover Minimizing Data Movement and Parameter Count Across the Machine Learning Stack
Minimizing Data Movement and Parameter Count Across the Machine Learning Stack
Andrew Sabot
Springer International Publishing
42.79 € · Hardcover
Structured Sparsity Execution Gather Scatter GPU Block Distillation Low-rank SVD Fine-tuning Sparse Attention Kernels Tensor Contraction Optimization Matrix Multiplication Blocking Sparse Inference Scheduling Triton/CUDA Kernel Optimization
This book provides a focused, research-forward guide to making large AI models efficient in practice and also presents an array of novel techniques to reduce memory footprint, accelerate computation, and improve overall hardware utilization. The author demonstrates that substantial efficiency gains ...
Buch Cover Minimizing Data Movement and Parameter Count Across the Machine Learning Stack
Minimizing Data Movement and Parameter Count Across the Machine Learning Stack
Andrew Sabot
Springer International Publishing
42.79 € · eBook
Structured Sparsity Execution Gather Scatter GPU Block Distillation Low-rank SVD Fine-tuning Sparse Attention Kernels Tensor Contraction Optimization Matrix Multiplication Blocking Sparse Inference Scheduling Triton/CUDA Kernel Optimization
This book provides a focused, research-forward guide to making large AI models efficient in practice and also presents an array of novel techniques to reduce memory footprint, accelerate computation, and improve overall hardware utilization. The author demonstrates that substantial efficiency gains ...
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