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Welcome to PyTorch Tutorials# What’s new in PyTorch tutorials? Integrating Custom Operators with SYCL for Intel GPU Supporting Custom C++ Classes in torch.compile/torch.export Accelerating torch.save and torch.load with GPUDirect Storage Getting Started with Fully Sharded Data Parallel (FSDP2) Learn the Basics Familiarize yourself with PyTorch concepts and modules. Learn how to load data, build de
November 5, 2025 in Blog KernelFalcon: Autonomous GPU Kernel Generation via Deep Agents Summary We introduce KernelFalcon, a deep agent architecture for generating GPU kernels that combines hierarchical task decomposition and delegation, a deterministic control plane with early-win parallel search, grounded tool use,…
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