A static graph runtime for TVM.

tvm, compiler, deep-learning, gpu, javascript, machine-learning, metal, opencl, performance, rocm, spirv, tensor, vulkan


TVM: Tensor IR Stack for Deep Learning Systems

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TVM is a Tensor intermediate representation(IR) 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. TVM works with deep learning frameworks to provide end to end compilation to different backends. Checkout our announcement for more details.


© Contributors, 2017. Licensed under an Apache-2.0 license.

Contribute to TVM

TVM adopts apache committer model, we aim to create an open source project that is maintained and owned by the community.