add topaz merlin7

This commit is contained in:
2024-12-16 15:20:00 +01:00
parent f7fd7dd3c0
commit 51547afd76
5 changed files with 116 additions and 0 deletions

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EM/topaz/README.md Normal file
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# TOPAZ
The topaz module is build for using it with the cryosparc software. An executable path to the topaz binary needs to be provided in cryosparc.
## Adding New Versions
Adding new versions: change the environment file in the build folder accordingly (and the config.yaml file) and run the build script.
IMPORTANT: Build it on the GPU node , otherwise the pytorch installation will not enable GPU support.
## HINTS
Current successful environment.yaml file:
channels:
- tbepler
- pytorch
dependencies:
- python=3.6
- cudatoolkit
- topaz
- pytorch
- specifing cudatoolkit version of 11.8 failed for GPU support (see below)
- specifing higher python/cudatoolkit versions lead to higher pytorch versions, which again failed for topaz to run successful (https://discuss.cryosparc.com/t/topaz-train-typeerror-concat-takes-1-positional-argument-but-2-were-given/11240/18)
## Versions
Nov. 2024: 0.2.5 (TOPAZ) with
```
python3.6
cudatoolkit 11.3.1 h2bc3f7f_2
pytorch 1.10.2 py3.6_cuda11.3_cudnn8.2.0_0
pytorch-mutex 1.0 cuda
```

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EM/topaz/build Executable file
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#!/usr/bin/env modbuild
pbuild::configure() {
#MINICONDA INSTALL
mkdir -p "$PREFIX/miniconda"
wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -O "$PREFIX/miniconda/miniconda.sh"
bash "$PREFIX/miniconda/miniconda.sh" -b -u -p "$PREFIX/miniconda/"
#CREATE ENV , make sure to source the "correct" conda.sh
"$PREFIX/miniconda/condabin/conda" env create --name "${P}_${V}" -f "$BUILDBLOCK_DIR/environment.yaml"
}
#DO NOTHING
pbuild::compile(){
:
}
pbuild::install(){
:
}

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channels:
- tbepler
- pytorch
dependencies:
- python=3.6
- cudatoolkit
- topaz
- pytorch

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---
format: 1
topaz:
defaults:
group: EM
overlay: base
relstage: unstable
versions:
0.2.5:
variants:
- overlay: Alps
systems: [.*.merlin7.psi.ch]
relstage: unstable

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EM/topaz/modulefile Normal file
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#%Module
module-whatis "A pipeline for particle detection in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Topaz also includes methods for micrograph and tomogram denoising using deep denoising models."
module-url "https://github.com/tbepler/topaz"
module-license "https://github.com/tbepler/topaz/blob/master/LICENSE"
module-maintainer "Greta Assmann <greta.assmann@psi.ch>"
module-help "Particle Picker for CryoEM. Used with Cryosparc"
# Check for supported shell types
set shelltype [module-info shelltype]
switch -- $shelltype {
"sh" {
puts stdout "conda(){ :; };"
puts stdout "set +u"
puts stdout "source \"${PREFIX}\"/miniconda/etc/profile.d/conda.sh;\n"
}
default {
puts stderr "Shells of type '$shelltype' are NOT supported!"
}
}
switch [module-info mode] {
"load" {
# Relies on the anaconda module being loaded since we need to update the path
puts stdout "conda activate ${P}_${V};\n"
}
"unload" -
"remove" {
puts stdout "conda deactivate;\n"
}
}