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On every subsequent launch, the app bypasses compilation entirely. It simply loads the .bin file straight into the GPU memory, reducing startup times from several seconds down to mere milliseconds. Where is this File Typically Found?
While its cryptic name and binary format might initially look suspicious to an everyday user, this file is actually a critical component of modern mobile artificial intelligence (AI) and machine learning (ML) frameworks.
The first time you launch an app utilizing MACE, it compiles the open-source OpenCL code specifically for your phone's exact GPU model (e.g., an ARM Mali or Qualcomm Adreno GPU). It then writes this compiled machine code into your local storage as mace-cl-compiled-program.bin .
Demystifying mace-cl-compiled-program.bin: Optimizing Mobile AI with MACE and OpenCL
However, malware can occasionally disguise itself using common system filenames. If you find this file outside of the Android/data/ folder, or if your antivirus flags it, you can delete it safely. Can You Delete It?
: Mobile editing apps that feature smart object removal, automated color grading, or background isolation.
The mace_cl_compiled_program.bin file is a key component of the , a framework designed to run deep learning models efficiently on mobile devices. It is a pre-built binary program for OpenCL that the framework uses to accelerate GPU operations.
When an application wants to run a neural network on a GPU, it does not send the raw model to the GPU. Instead, it sends a kernel written in OpenCL C (similar to C99). The GPU driver must compile this source code into machine code specific to that exact GPU model (Adreno, Mali, or PowerVR).
This error occurs when a mace-cl-compiled-program.bin file generated on one SoC architecture (e.g., Qualcomm Snapdragon) is loaded onto a different architecture (e.g., Samsung Exynos). The compiled work-group sizes inside the binary are illegal for the running GPU hardware.
On every subsequent launch, the app bypasses compilation entirely. It simply loads the .bin file straight into the GPU memory, reducing startup times from several seconds down to mere milliseconds. Where is this File Typically Found?
While its cryptic name and binary format might initially look suspicious to an everyday user, this file is actually a critical component of modern mobile artificial intelligence (AI) and machine learning (ML) frameworks.
The first time you launch an app utilizing MACE, it compiles the open-source OpenCL code specifically for your phone's exact GPU model (e.g., an ARM Mali or Qualcomm Adreno GPU). It then writes this compiled machine code into your local storage as mace-cl-compiled-program.bin .
Demystifying mace-cl-compiled-program.bin: Optimizing Mobile AI with MACE and OpenCL
However, malware can occasionally disguise itself using common system filenames. If you find this file outside of the Android/data/ folder, or if your antivirus flags it, you can delete it safely. Can You Delete It?
: Mobile editing apps that feature smart object removal, automated color grading, or background isolation.
The mace_cl_compiled_program.bin file is a key component of the , a framework designed to run deep learning models efficiently on mobile devices. It is a pre-built binary program for OpenCL that the framework uses to accelerate GPU operations.
When an application wants to run a neural network on a GPU, it does not send the raw model to the GPU. Instead, it sends a kernel written in OpenCL C (similar to C99). The GPU driver must compile this source code into machine code specific to that exact GPU model (Adreno, Mali, or PowerVR).
This error occurs when a mace-cl-compiled-program.bin file generated on one SoC architecture (e.g., Qualcomm Snapdragon) is loaded onto a different architecture (e.g., Samsung Exynos). The compiled work-group sizes inside the binary are illegal for the running GPU hardware.