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…Some additional integration work is required to use Hybrid-EP in the PyTorch-based Megatron Core framework. It’s now available in the DeepEP/Hybrid-EP Branch , and provides directly callable PyTorch…
…They are straightforward to integrate with optimization or training workflows while remaining interoperable with frameworks like PyTorch, JAX, and NumPy for use cases spanning simulation, robotics, perception, and geometry processing. This post…
…ホスト コピーなしの PyTorch テンソルとしての位置/速度)。 確立されたスタックの拡張: 業界での採用 産業デジタル ツイン および ロボティクス シミュレーション パートナーは、パイロットまたは初期の本番環境の統合において、ワークフローに Omniverse ライブラリを導入し始めています。 ABB Robotics 、 Adobe 、 Cadence 、 PTC 、 Siemens 、 Synopsys などのパートナーにとって、重視している価値は、アーキテクチャの完全な再プラットフォーム化なしで、基礎的な RTX レンダリング、高忠実度 PhysX…
…Learn more about RAPIDS Learn more about CUDA-Q Learn more about Warp Learn more about PyTorch Ecosystem Our goal is to help unify the Python CUDA ecosystem with a single standard…
…AI Frameworks PyTorch PyTorch is a fast, flexible deep learning framework with NGC containers for easy deployment across AI tasks like NLP, computer vision, and recommendation systems. vLLM vLLM is a fast…
…Rust The NVTX github repository now includes Rust bindings for all classic v3 APIs Improvements PyTorch Annotate optimized graphs generated by torch.compile including CUDA graphs NCCL Copy engine collectives support (with…
…These quantized models were run using TensorRT LLM PyTorch runtime for a familiar, native PyTorch development experience while maintaining peak performance. Benchmarking results on STAC-AI LANG6 Benchmarking results for both batch…
…The training framework then uses the cuStabilizer library within NVIDIA cuQuantum and PyTorch to generate synthetic training data and train a 3D CNN that optimizes decoding performance for the task. Users can…
…ModelOpt는 Hugging Face, PyTorch, ONNX 포맷의 모델을 입력으로 받으며, 다양한 최적화 기법을 자유롭게 조합해 최적화된 체크포인트를 산출할 수 있도록 Python API를 제공합니다. ModelOpt는 FP4, FP8, INT8, INT4와 같이 성능이 뛰어난 양자화 포맷을…
…ALCHEMI Toolkit extends beyond individual models and kernels to provide a modular, PyTorch-native structure for researchers and developers to compose custom simulation workflows. Figure 1 shows the ALCHEMI architectural stack and…