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Initial pass at IMM training#28

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voetberg wants to merge 4 commits into
OzAmram:mainfrom
voetberg:imm-loss
Open

Initial pass at IMM training#28
voetberg wants to merge 4 commits into
OzAmram:mainfrom
voetberg:imm-loss

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@voetberg

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Tried to clean up the IMM repo code to put it into a usable state. Implemented the IMM loss with the Pushforward sampler for inference, with basic tests. Have not yet trained a model with this yet, it is subject to change.

Comment thread calodiffusion/models/calodiffusion.py
Comment thread calodiffusion/models/sample.py Outdated
Comment thread calodiffusion/models/sample.py Outdated
Comment thread calodiffusion/models/sample.py Outdated
Comment thread calodiffusion/models/sample.py Outdated
Comment thread calodiffusion/models/sample.py
Comment thread calodiffusion/models/sample.py Outdated
Comment thread tests/conftest.py Outdated
@voetberg

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I rebased and removed some of the diverging plotting code - lmk if this is okay to merge

@OzAmram

OzAmram commented Oct 21, 2025

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Can you post some plots of the performance you are getting with the IMM model before we merge?

@voetberg

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Performance is pretty split. It gets really good things like EnergyZ, but fails miserably at Phi and EnergyR.

EnergyZ logy
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Scatter ES
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TotalE
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PhiCenter
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RCenter
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Sparsity
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Voxel E Logy
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3 participants