Tencent Music Tech Team
May 8, 2020 · Mobile Development
Mobile Machine Learning Frameworks Overview and Deployment Practices in Q Music
The article reviews four mobile‑focused machine‑learning frameworks—NCNN, TensorFlow Lite, PyTorch Mobile (Caffe2) and FeatherKit—detailing their size, speed, and resource trade‑offs, and explains Q Music’s edge‑inference pipeline, optimization strategies, and the challenges of performance variability on heterogeneous mobile devices.
FeatherKitNCNNPyTorch Mobile
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