Mace-cl-compiled-program.bin 🆒

The file mace-cl-compiled-program.bin is a binary file generated by the Mobile AI Compute Engine (MACE), a deep learning inference framework developed by Xiaomi. This specific file contains compiled OpenCL kernels and tuned parameters optimized for a specific mobile device's GPU.

00000000: 4D41 4345 434C 0100 0000 0010 0000  MACECL.........
00000010: 0000 0000 0000 0000 0000 0000 0000  ................
00000020: 0000 0000 0000 0000 0000 0000 0000  ................
00000030: 0000 0000 0000 0000 0000 0000 0000  ................
00000040: 0000 0000 0000 0000 0000 0000 0000  ................
00000050: 0000 0000 0000 0000 0000 0000 0000  ................

(defparameter max-retries 3 "Maximum number of retries for a handshake.") mace-cl-compiled-program.bin

When this file is active, it is likely powering features such as: Scene Recognition The file mace-cl-compiled-program

Purpose: Stores compiled OpenCL kernels to reduce model initialization time (warm-up time) by avoiding recompilation on every run. (defparameter max-retries 3 "Maximum number of retries for

Note: Most of the file is an opaque blob consumed directly by the Myriad X firmware.

Conversion: A pre-trained model (from TensorFlow or Caffe) is converted into MACE format.

Understanding mace-cl-compiled-program.bin: The Heart of OpenCL Kernel Caching on MACE

In the world of mobile and edge computing, performance is paramount. However, raw processing power is useless if the overhead of compiling code eats into your frame budget. This is where cryptic cache files like mace-cl-compiled-program.bin come into play.

How is mace-cl-compiled-program.bin Used?