eman2:install:condainstall
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eman2:install:condainstall [2025/06/19 21:41] – steveludtke | eman2:install:condainstall [2025/08/03 17:50] (current) – steveludtke | ||
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1. **Install Anaconda or [[https:// | 1. **Install Anaconda or [[https:// | ||
+ | * If you already have Anaconda installed in your account, you should generally skip this step and move on to step 2 | ||
* On that page, scroll down to the Latest Release, then download the appropriate file, for example: Miniforge3-Linux-x86_64.sh | * On that page, scroll down to the Latest Release, then download the appropriate file, for example: Miniforge3-Linux-x86_64.sh | ||
* Run the installer, for example: bash Miniforge3-Linux-x86_64.sh | * Run the installer, for example: bash Miniforge3-Linux-x86_64.sh | ||
- | * //On M1/M2 Macs:// make sure you have the ARM64 !MiniForge, not Intel. | + | * //On M1/M2 Macs:// make sure you have the ARM64 MiniForge, not Intel. |
* //On Windows 11:// the native Windows !MiniForge will not work, you must use the Linux !MiniForge within a [[https:// | * //On Windows 11:// the native Windows !MiniForge will not work, you must use the Linux !MiniForge within a [[https:// | ||
* We suggest !MiniForge to avoid licensing issues with Anaconda, but if your institution subscribes to Anaconda, that's fine too. If you use Anaconda, you may need to install Mamba manually below. | * We suggest !MiniForge to avoid licensing issues with Anaconda, but if your institution subscribes to Anaconda, that's fine too. If you use Anaconda, you may need to install Mamba manually below. | ||
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</ | </ | ||
- | << | ||
===== GPU Aceleration & Deep Learning ===== | ===== GPU Aceleration & Deep Learning ===== | ||
Older EMAN2 programs make use of Tensorflow for Deep Learning/ | Older EMAN2 programs make use of Tensorflow for Deep Learning/ | ||
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* Tensorflow | * Tensorflow | ||
* Should be installed automatically as part of the EMAN2 environment setup above | * Should be installed automatically as part of the EMAN2 environment setup above | ||
- | * You can check to see what version of Tensorflow and whether it is GPU accelerated with: "conda list|grep tensorflow". On a machine with an NVIDIA GPU and properly configured drivers, you should see a tensorflow version like "2.17.0 | + | * You can check to see what version of Tensorflow and whether it is GPU accelerated with: //conda list|grep tensorflow//. On a machine with an NVIDIA GPU and properly configured drivers, you should see a tensorflow version like **2.17.0 |
* You can test tensorflow with: // | * You can test tensorflow with: // | ||
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* While it is possible to install JAX using conda/ | * While it is possible to install JAX using conda/ | ||
* Instead, we strongly suggest just installing JAX using pip: | * Instead, we strongly suggest just installing JAX using pip: | ||
- | | + | |
- | | + | conda activate eman2 |
- | | + | |
+ | # Linux (NVIDIA): | ||
+ | pip install jax[cuda12] optax | ||
+ | |||
+ | #Other (cpu): | ||
+ | pip install jax optax | ||
+ | </code> | ||
* see [[https:// | * see [[https:// | ||
* You can test after installation with: // | * You can test after installation with: // |
eman2/install/condainstall.1750369296.txt.gz · Last modified: by steveludtke