Unlocking AI Efficiency with ThunderKittens: Exciting Updates!
We are thrilled to share significant advancements in making AI more efficient! Our latest initiatives with ThunderKittens include:
- Multi-GPU Kernels: Enhanced support for GPU networking that optimizes resource use.
- Hardware-Savvy Approaches: Innovations like in-network compute and Tensor Memory Accelerator revolutionize execution sequencing.
- Flexible Scheduling Strategies: Explore optimal methods for overlapping communication and computation.
Recent observations highlight:
- Effective transfer mechanisms that adapt to workload needs.
- The importance of tile-granularity network communication for maximizing performance.
- Off-the-shelf libraries can lag behind; often, custom solutions lead to superior outcomes.
Looking ahead, we aim to introduce inter-node communication and more groundbreaking applications. We invite your feedback as we continue refining these technologies.
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