Running pretrained_model

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Arto Pulk

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Nov 27, 2025, 2:41:21 AM11/27/25
to spIsoNet
Hello,

I would like to run more epochs with pretrained model as clearly the training is not converged (imaged attached). How I run the pretrained_model? Do I just use pretrained model in reconstruct script or still need to have other parameters also specified? For example, just pretrained_model:  spisonet.py  --pretrained_model  xx.pt
--epochs 40 or  spisonet.py  reconstruct --pretrained_model  xx.pt --epochs 40 or  spisonet.py reconstruct emd_8731_half_map_1.mrc emd_8731_half_map_2.mrc -- aniso_file FSC3D.mrc --mask emd_8731_msk_1.mrc --limit_res 3.5 --epochs 40 --alpha 1 --beta 0.5 --output_dir isonet_maps --gpuID 0,1,2,3 --acc_batches 2 --pretrained_model  xx.pt

Regards,
Arto
loss_run_half1_class001_unfil.png

YUNTAO LIU

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Dec 3, 2025, 3:31:46 PM12/3/25
to Arto Pulk, spIsoNet
Hi Arto,

I think you need to specify all other parameters, the model does not remember the maps and parameters. 

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Best Regards,
Yuntao Liu,  Postdoc.

California NanoSystem Institute
University of California Los Angeles
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