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Open-Omics-ESM is an optimized version of the Evolutionary Scale Modeling (ESM) toolkit, tailored for modern CPUs. It enhances the performance of key ESM modules—such as ESM-embeddings, LM-Design, InverseFolding, and ESMFold—by leveraging the Intel Extension for PyTorch (IPEX), the latest version of PyTorch, and lower-precision (bf16) computations.
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## Installation
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### Step 1: Run the script to create the Docker images
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Execute the script using the following command:
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### Step 1: 🛠️ Building the Docker Image
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Run the following command to build the Docker image:
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```bash
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./build_docker_images.sh
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./build_docker_images.sh
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```
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#### 🌐 Building Behind a Proxy
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If you're working in a corporate or institutional environment, your internet access may be routed through a proxy server. In such cases, Docker may not be able to download dependencies during the build process unless you explicitly configure proxy settings.
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To build the Docker image with proxy settings, you can use the --build-arg option to pass your proxy configuration:
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