Posts
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:
Command …
The Simple Path to PyTorch Graphs: Dynamo and AOT Autograd Explained
Graph acquisition in PyTorch refers to the process of creating and managing the computational graph …
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. …