Add full beat_this! ai model to mobile. - #132
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Package the QNN-enabled ONNX Runtime and matching HTP libraries, and declare access to the vendor FastRPC transport. Probe NPU availability with validated inference and CPU fallback disabled, expose the result through the app graph, and add unit and device coverage. Implemented-with: Codex
Replace the shipping beat model with final0 dynamic INT8, pad fixed-size inference windows, and refresh the extracted model cache. Remove QNN runtime packaging and NPU detection, and use stock ONNX Runtime with explicit CPU execution. Add quantization benchmarks, accuracy evaluation tools, and experiment documentation. The NPU attempt failed to deliver acceptable production accuracy despite successful cached inference, so production remains on CPU. Fixes #126
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