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I Wrote a Neural Network Layer in CUDA. Here’s What Actually Happens After model.to("cuda")

中文摘要

本文通过 CUDA 实现,解析了神经网络在 GPU 上的线程、分块矩阵乘法与共享内存。

English Summary

The author explains moving neural networks to CUDA, covering GPU threads, tiled matrix multiplication, shared memory, and cuBLAS.

Original Excerpt

From a single GPU thread to tiled matrix multiplication, shared memory, and cuBLAS, benchmarked on whatever GPU Colab hands you Continue reading on Programmed IQ »