Joseph Ogbonna
DIIDevHeads IoT Integration Server
•Created by wafa_ath on 7/30/2024 in #firmware-and-baremetal
How to Resolve RuntimeError in TensorFlow Lite for Microcontrollers on ESP32?
Try the following:
1. Increase Heap Size: Ensure enough memory is allocated.
2. Optimize the Model: Use int8 quantization and consider pruning to reduce model size.
3. Simplify Input: Reduce the length of input sequences.
4. Check for Unsupported Operations: Ensure all operations are supported by TensorFlow Lite for Microcontrollers.
These steps should help stabilize your model's performance on the ESP32.
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