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README.md ADDED
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+ # Ambient Protein Diffusion
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+
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+ By [Giannis Daras*](mailto:gdaras@mit.edu), [Jeffrey Ouyang-Zhang*](mailto:jozhang@utexas.edu), [Krithika Ravishankar](mailto:krithravi@utexas.edu), [William Daspit](mailto:willdaspit@gmail.com), [Costis Daskalakis](mailto:costis@csail.mit.edu), [Qiang Liu](mailto:lqiang@cs.utexas.edu), [Adam Klivans](https://www.cs.utexas.edu/users/klivans/), [Daniel J. Diaz](http://danny305.github.io)
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+
configuration ADDED
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+ name ambient_short
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+
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+ seed 100
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+
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+ numPairTransformLayers 8
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+ warmupEpoches 5
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+ numEpoches 200
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+ motifProbability 1.0
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+ logEverySteps 1000
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+ checkpointEveryEpoches 1
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+
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+ batchSize 8
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+ accumGrad 2
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+ learningRate 10e-4
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+
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+ ambient True
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+ min_plddt 70
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+ t_nature 300
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+ plddt_to_timestep ((90,-50),(80,300),(70,900))
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+ dt_buffer 50
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+ dataDirectory /scratch/projects/cgai/ambient_proteins/cluster/datasets/1300K/plddt70/afdb/repr/cluster_alntype1_tm40_alncov75_021425_021425_cluster
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+ always_ambient_for_high_noises True
version_0/checkpoints/epoch=130.ckpt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:e0f2056b60c38b33c0877a2ae6eed048ce7236411e9d65916bba5d95d13352e5
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+ size 201341841