Deep Learning for Graphics Programmers: Performing Tensor Operations with DirectML and Direct3D 12

In the rapidly evolving landscape of machine learning and artificial intelligence, harnessing the …

Comparing SYCL, OpenCL, and CUDA: Matrix Multiplication Example

Matrix multiplication is a core operation in scientific and engineering applications, often …

Intro to DirectX 12 Pipeline

DirectX 12 organizes graphics rendering into pipelines.

Components of DirectX 12 Pipeline:

1. Command …

Profiling ResNet Models with PyTorch Profiler for Performance Optimization

In the realm of deep learning, model performance is paramount. Whether you’re working on image …

Accelerating Deep Learning Inference on Intel Arc 770: ONNX and PyTorch Go Head-to-Head

When deploying deep learning models, the choice of framework can significantly impact performance. …

Warmup Wisdom: Accurate PyTorch Benchmarking Made Simple!

In the realm of PyTorch model benchmarking, achieving accurate results is paramount for gauging …

Mastering Frame Rates: Discover the True FPS with PresentMon

PresentMon is a tool used for capturing frame time data during application runtime, which can then …

Delving into ONNX: Comprehending Computation Graphs and Structure

ONNX (Open Neural Network Exchange) is an open-source format designed to represent machine learning …

Designing Dynamic RPG Systems: Quick Solutions for Health and Mana in Unreal Engine

• Add two float variables to Third Person Controller Blueprint ‘Health’ and ‘Mana’.

• Create a new …