Tag: GPU performance
Using expensive GPU instances 24/7
iturn0image0turn0image6turn0image8turn0image9Running GPU Instances 24/7: A Comprehensive Guide Utilizing GPU instances 24/7 can be essential for tasks like deep learning model training, high-performance computing simulations, and real-time data processing. However, this….
Environment reflections rendering incorrectly
Environment reflections are visual effects that simulate the way light bounces off reflective surfaces (like mirrors, water, metal, or glass). In 3D graphics, these reflections are approximated through various techniques,….
Slow shader compilation affecting app startup time
Slow shader compilation affecting app startup time can significantly delay the time it takes for a user to begin interacting with an XR, game, or other graphics-intensive application. Shader compilation….
Ineffective GPU instancing for repeated assets
Ineffective GPU instancing for repeated assets can lead to performance issues, especially in applications that involve a large number of identical or similar objects, such as games, simulations, and XR….
Inefficient light baking leading to slow rendering in VR
Inefficient light baking can significantly slow down rendering in VR applications, as the process involves precomputing the lighting for static objects in a scene. If light baking is not optimized,….
Incorrect LOD (Level of Detail) settings causing rendering inconsistencies
The Critical Role of Proper LOD Management Level of Detail (LOD) systems are essential for maintaining performance in XR applications, but improper implementation leads to visible rendering artifacts that break….
Poor rendering optimization causing frame drops
In the world of Extended Reality (XR), smooth rendering is critical for creating an immersive experience. Whether you’re using Virtual Reality (VR) or Augmented Reality (AR), frame drops can significantly….
Training custom models using cloud GPUs/TPUs
Training custom machine learning (ML) models using cloud-based accelerators such as Graphics Processing Units (GPUs) and Tensor Processing Units (TPUs) offers significant advantages in terms of performance, scalability, and cost-effectiveness…..