Advanced SIMD Programming with AVX and NEON: Performance Optimization Techniques
Understanding SIMD Architectures
x86 architecture, originally introduced by Intel in 1978 with their 16-bit microprocessor, refers to a family of instruction set architectures. Modern compilers like Intel ICC and GCC provide intrinsic functions for SSE/AVX instruction sets through headers like immintrin.h.
AVX Instruction Set Fundamentals
AVX ( ...
Posted on Fri, 07 Aug 2026 16:10:35 +0000 by robot43298
Introduction to PyTorch Framework // Optimizing Convolution Operations with AVX // Essential GDB Debugging Techniques
PyTorch is a tensor library optimized for deep learning that leverages both GPU and CPU capabilities
Chinese documentation: https://pytorch.org/resources
Gradient and Derivative Calculation
# gradient_calculation.py
import torch
import numpy as np
input_val = torch.tensor(3.)
weight = torch.tensor(4., requires_grad=True)
bias = torch.tensor(5 ...
Posted on Sat, 04 Jul 2026 17:50:31 +0000 by zoozoo