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Optimizing AlphaFold Training and Inference on GPU Clusters

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In current environment.yml conda not install cuda related package, that lead pytorch choose cpu version instead cuda version. and will fail when python setup.py install or run the infer.py

Hi, Can i use fastfold to run just inference? for example, I dont need jackmmer to run the msa search, I already have my msa search result (.a3m file) ready....

question

Hi, I try to run inference scripts using T1050.fasta(779 residues) on nvidia a100, the following table shows the in time. Type | Inference time -- | -- FastFold | 262.14789s...

performance

Hello, How can i fix this error? When I ran the command, and the command is ok in my view: torchrun --nproc_per_node=4 inference.py ../testFasta/PsCrtW-HpCrtZ.fasta ../databases/pdb_mmcif/mmcif_files/ --output_dir ./output_4gpu --uniref90_database_path ../databases/uniref90/uniref90.fasta --mgnify_database_path...

bug

Hi, When I installed fastfold, I meet the following problem. ![image](https://user-images.githubusercontent.com/61336971/179915686-87395185-6ebf-4b24-a6d1-251c1ef2d791.png) I think it's because I don't have a cuda environment on the cluster server (cpu node, non-root user) (but...

installation

Hi! I installed the conda environment according to the content in the READMD, and then wrote a script to infer the protein structure. The content of the script is as...

bug

Thanks for making this available, just a few comments on #installation I've been trying to get the CONDA environment to work on my systems, If I use the default environment...

installation

hi, I try different dap_size, such as dap_size=2, dap_size=4, but with the increase of dap, the decrease of gpu memory is not obvious, have you tried this?

question

Can you provide init training and finetune training settings? model config, data config, not just table1 in the paper. e.g. whether use struct model? whether enable template? whether use extra...

question

I followed the installation instruction on anaconda but receive an error on `fastfold_softmax_cuda`. The machine has cuda version 11.6.2 installed. ``` Colossalai should be built with cuda extension to use...

installation