ix-gpu

What problem does it solve?

The ix-gpu skill addresses the need for GPU-accelerated operations on large datasets, including batch cosine similarity search, matrix multiplication, and more.

Core Features & Use Cases

• GPU Acceleration: Utilizes WGPU for efficient computation, speeding up operations like batch cosine similarity search and matrix multiplication.
• Batch Operations: Supports operations on large batches of data, such as batch vector search and quaternion/sedenion transformations.
• Fallbacks: Includes CPU fallbacks for scenarios where GPU is not available.
• Use Case: For instance, when a user needs to perform cosine similarity searches on a large dataset or multiply matrices with hundreds of rows and columns.

Quick Start

Run GPU-accelerated cosine similarity search with the ix-gpu skill by executing the following command: use ix-gpu::similarity::GpuCosineSimilarity;