Apache TVM is an open source machine learning compiler framework for CPUs, GPUs, and machine learning accelerators. It aims to enable machine learning engineers to optimize and run computations efficiently on any hardware backend.

Transmission Voie-Machine (TVM)('Track-to-train transmission') is a form of in-cab signalling originally deployed in France and is mainly used on high-speed railway lines. TVM-300 was the first version, followed by TVM-430 .

Welcome to the documentation for Apache TVM, a deep learning compiler that enables access to high-performance machine learning anywhere for everyone.

Apache TVM is a compiler stack for deep learning systems. It is designed to close the gap between the productivity-focused deep learning frameworks and the performance- and efficiency-focused hardware backends.

Apache TVM is a machine learning compilation framework, following the principle of Python-first development and universal deployment. It takes in pre-trained machine learning models, compiles and generates deployable modules that can be embedded and run everywhere.

Aug 22, 2024 · Enter TVM (Tensor Virtual Machine), an open-source machine learning compiler framework that’s revolutionizing the way we deploy and optimize ML models. This article will take you on a journey...

Feb 12, 2018 · We propose TVM, a compiler that exposes graph-level and operator-level optimizations to provide performance portability to deep learning workloads across diverse hardware back-ends. TVM solves optimization challenges specific to deep learning, such as high-level operator fusion, mapping to arbitrary hardware primitives, and memory latency hiding.

TVM is an open source deep learning compiler stack for CPUs, GPUs, and specialized accelerators that takes in models in various frameworks like TensorFlow, Keras, ONNX and others and deploys them on various backends like LLVM, CUDA, METAL and OpenCL.

Jul 6, 2021 · TVM is an open source deep learning compiler stack to compile various deep learning models from different frameworks to the CPU, GPU or specialised accelerators.

Apache TVM 是一个端到端的深度学习编译框架，适用于 CPU、GPU 和各种机器学习加速芯片。 TVM 的全称为 Tensor Virtual Machine ，意为「张量虚拟机」。 利用 TVM，工程师可以在任意硬件后端高效地优化和运行计算。 本站由 MLC.AI 志愿者组织进行更新，由超神经 Hyper.AI 进行维护及托管。 Apache TVM 是一个正在 Apache 软件基金会（ASF）孵化的开源项目。 我们致力于维护一个由机器学习、编译器和系统架构方面的专家及从业者组成的多样化社区，建立一个可 …