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Google releases LiteRT Tensor API for building on-device models op by op in C++

Google released the LiteRT Tensor API, a C++ layer for defining a model graph op by op and loading weights from .safetensors. Graphs run on CPU, GPU or NPU through LiteRT, or on CPU via XNNPACK. Google says a SAM 2 build ran about 1.5x faster than Apple MLX on a MacBook Pro (fp16). Python authoring is listed as future work.

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Google for Developersdevelopers.googleblog.com/native-model-authoring-for-edge-with-litert-tensor-api/

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Monday, October 19, 2026

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