eman2:install:condainstall
Differences
This shows you the differences between two versions of the page.
Both sides previous revisionPrevious revision | |||
eman2:install:condainstall [2025/06/19 21:41] – steveludtke | eman2:install:condainstall [2025/07/06 18:34] (current) – steveludtke | ||
---|---|---|---|
Line 54: | Line 54: | ||
</ | </ | ||
- | << | ||
===== 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/ | ||
Line 60: | Line 59: | ||
* 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: // | ||
Line 66: | Line 65: | ||
* 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