Видео ютуба по тегу Winograd Convolution Algorithm Tutorial

Session 6B: Optimizing Massively Parallel Winograd Convolution on ARM Processor

DWM: A Decomposable Winograd Method for Convolution Acceleration

Overview of cuDNN convolution algorithms (GEMM, FFT, Winograd)

Session 7B: Optimizing Winograd-Based Convolution with Tensor Cores

David Gregg - "Improving the Accuracy and Speed of Winograd Convolution for Deep Neural Networks"

The Winograd Transformation

[Long version] Accelerating Winograd convolutions using symbolic computation and meta-programming

Fast Algorithms for Convolutional Neural Networks by Andrew Lavin and Scott Gray

But what is a convolution?

lec 42 Winograd convolution algorithm

Winogard Convolution : Hardware Implementation of Improved Banker’s Fixed-Point Rounding Algorithm

Fast Convolution based on Winograd Minimum Filtering: Introduction and Development

CVPR 2022: Channel Balancing for Accurate Quantization of Winograd Convolutions

Machine Learning Edinburgh: Discovering Winograd

Fast Algorithms for Convolutional Neural Networks

Efficient non-fused Winograd on GPUs

Session 7B: LoWino: Towards Efficient Low Precision Winograd Convolutions on Modern CPUs

tinyML Summit 2021 tiny Talks: Low-precision Winograd Convolution over Residue Number System

L6a Different Strategies Of Convolution

[Short version] Accelerating Winograd convolutions using symbolic computation and meta-programming