Accelerate Non-unit Stride Convolutions with Winograd Algorithms

Computer Science

• Computational Complexity 100%
• Constructive Proof 100%
• Time Processing 100%
• Convolutional Neural Network 100%
• Deep Neural Network 100%
• Challenging Scenario 100%
• Computer Vision Task 100%

Keyphrases

• Non-unit 100%
• Winograd 100%
• Convolution Algorithm 33%
• Computational Complexity 16%
• Image Processing 16%
• Minimum number 16%
• Real-time Processing 16%
• Convolution Kernel 16%
• FFT Method 16%
• Filter Length 16%
• Computing Complexity 16%
• Convolutional Neural Network 16%
• Computer Vision Tasks 16%
• Matrix Convolution 16%

Mathematics

• Convolution 100%
• Matrix (Mathematics) 12%
• Finite Fourier Transform 12%
• Constructive Proof 12%
• Deep Neural Network 12%
• Convolutional Neural Network 12%
• Real-Time Processing 12%