Fix the TCMalloc Error | Generated by AI
The error “Cannot locate TCMalloc. Do you have tcmalloc or google-perftool installed on your system? (improves CPU memory usage)” indicates that the TCMalloc library, part of Google’s gperftools, is not installed or not properly configured on your Linux system. TCMalloc is a memory allocator that can improve performance and reduce memory usage, particularly in applications like Stable Diffusion. Here’s how to fix this issue:
Steps to Fix the TCMalloc Error
-
Install TCMalloc and Google Perftools Depending on your Linux distribution, use the appropriate package manager to install the required libraries.
- For Ubuntu/Debian-based systems:
sudo apt-get update sudo apt-get install libgoogle-perftools-dev libtcmalloc-minimal4 -yThis installs both the full
libgoogle-perftools-dev(includes TCMalloc) andlibtcmalloc-minimal4(a lightweight version). - For Fedora-based systems:
sudo dnf install gperftools-libs -y - For CentOS/RHEL-based systems:
sudo yum install gperftools-libs -yIf the package is not available in the default repositories, you may need to enable the EPEL repository first:
sudo yum install epel-release sudo yum install gperftools-libs -y
- For Ubuntu/Debian-based systems:
- Verify Installation
After installation, check if TCMalloc is installed:
dpkg -l | grep tcmallocYou should see
libtcmalloc-minimal4or similar packages listed. Alternatively, check the library path:dpkg -L libgoogle-perftools-dev | grep libtcmalloc.soThis will show the path to the TCMalloc library (e.g.,
/usr/lib/libtcmalloc.so.4). -
Set the LD_PRELOAD Environment Variable To ensure your application uses TCMalloc, set the
LD_PRELOADenvironment variable to point to the TCMalloc library. This can be done temporarily or permanently.- Temporarily (for the current session):
Run your application with
LD_PRELOADset:export LD_PRELOAD=/usr/lib/libtcmalloc.so.4 ./launch.pyReplace
/usr/lib/libtcmalloc.so.4with the actual path found in step 2 if different. - Permanently (for Stable Diffusion or similar):
If you’re using a script like
webui.sh(common with Stable Diffusion), edit the script (e.g.,webui-user.sh) to include:export LD_PRELOAD=libtcmalloc.so.4Save the file and rerun the script:
./webui.shAlternatively, add it to your shell configuration (e.g.,
~/.bashrcor~/.zshrc):echo 'export LD_PRELOAD=/usr/lib/libtcmalloc.so.4' >> ~/.bashrc source ~/.bashrc
- Temporarily (for the current session):
Run your application with
- Re-run the Application
After installing TCMalloc and setting
LD_PRELOAD, restart your application:./launch.pyThe error should no longer appear, and you may notice improved memory usage or performance.
- Troubleshooting
- If the library path is incorrect: If
LD_PRELOADfails (e.g., “cannot open shared object file”), verify the exact library name and path:find /usr/lib -name "libtcmalloc*.so*"Update
LD_PRELOADwith the correct path (e.g.,libtcmalloc_minimal.so.4if using the minimal version). - If the error persists: Ensure the installed TCMalloc version is compatible with your system (glibc 2.35 and GCC 11.4.0 in your case). If issues continue, try installing from source:
git clone https://github.com/google/tcmalloc.git cd tcmalloc bazel build //tcmalloc:hello_main bazel run //tcmalloc:hello_mainFollow the TCMalloc Quickstart guide for detailed instructions.
- Memory issues: If you encounter allocation failures or crashes, ensure your system has sufficient memory and that TCMalloc is not conflicting with other allocators.
- If the library path is incorrect: If
- Optional: Verify TCMalloc Usage
To confirm TCMalloc is working, you can run a simple test program or check memory usage with tools like
toporhtopwhile your application runs. TCMalloc typically reduces memory fragmentation and may provide a slight performance boost.
Additional Notes
- Why TCMalloc? TCMalloc is a high-performance memory allocator that reduces CPU memory usage and fragmentation, especially in threaded applications like Stable Diffusion. It’s not strictly required but can improve performance.
- Compatibility: Your system (glibc 2.35, Python 3.10.12, GCC 11.4.0) is compatible with the latest TCMalloc versions, so the above steps should work. If you’re using a custom-built application, ensure it’s compiled with TCMalloc support.
- Stable Diffusion Context: This error often appears with AUTOMATIC1111’s Stable Diffusion WebUI. The above steps, particularly installing
libgoogle-perftools-devand settingLD_PRELOAD, are known to resolve it.
If you encounter specific errors or need help with a particular Linux distribution, let me know, and I can tailor the instructions further!