stability_commands.txt

# We have two cotraining series:

# | Iteration    | series A               | series B               |
# |--------------|------------------------|------------------------|
# | Iteration 0  | schnet0                | alignn0                |
# | Iteration 1  | coAlignn1              | coSchnet1              |
# | Iteration 2  | coSchnet2              | coAlignn2              |
# | Iteration 3  | coAlignn3              | coSchnet3              |


# Iteration 0, series A: schnet0
# PU Data Selection
syncotrainmp_data_selection --experiment schnet0 --ehull015 True

# PU Learning
nohup syncotrainmp_schnet_train --experiment schnet0 --gpu_id 0 --ehull015 True > nohups/schnet0_stability_gpu0.log &

# PU Analysis
syncotrainmp_schnet_analyze --experiment schnet0 --ehull015 True


# Iteration 0, series B: alignn0
# PU Data Selection
syncotrainmp_data_selection --experiment alignn0 --ehull015 True

# PU Learning
nohup syncotrainmp_alignn_train --experiment alignn0 --gpu_id 0 --ehull015 True > nohups/alignn0_stability_gpu0.log &

# PU Analysis
syncotrainmp_alignn_analyze --experiment alignn0 --ehull015 True


# Iteration 1, series A: coAlignn1
# PU Data Selection
syncotrainmp_data_selection --experiment coAlignn1 --ehull015 True

# PU Learning
nohup syncotrainmp_alignn_train --experiment coAlignn1 --gpu_id 0 --ehull015 True > nohups/coAlignn1_stability_gpu0.log &

# PU Analysis
syncotrainmp_alignn_analyze --experiment coAlignn1 --ehull015 True


# Iteration 1, series B: coSchnet1
# PU Data Selection
syncotrainmp_data_selection --experiment coSchnet1 --ehull015 True

# PU Learning
nohup syncotrainmp_schnet_train --experiment coSchnet1 --gpu_id 0 --ehull015 True > nohups/coSchnet1_stability_gpu0.log &

# PU Analysis
syncotrainmp_schnet_analyze --experiment coSchnet1 --ehull015 True


# Iteration 2, series A: coSchnet2
# PU Data Selection
syncotrainmp_data_selection --experiment coSchnet2 --ehull015 True

# PU Learning
nohup syncotrainmp_schnet_train --experiment coSchnet2 --gpu_id 0 --ehull015 True > nohups/coSchnet2_stability_gpu0.log &

# PU Analysis
syncotrainmp_schnet_analyze --experiment coSchnet2 --ehull015 True


# Iteration 2, series B: coAlignn2
# PU Data Selection
syncotrainmp_data_selection --experiment coAlignn2 --ehull015 True

# PU Learning
nohup syncotrainmp_alignn_train --experiment coAlignn2  --gpu_id 0 --ehull015 True > nohups/coAlignn2_stability_gpu0.log &

# PU Analysis
syncotrainmp_alignn_analyze --experiment coAlignn2 --ehull015 True


# Iteration 3, series A: coAlignn3
# PU Data Selection
syncotrainmp_data_selection --experiment coAlignn3 --ehull015 True

# PU Learning
nohup syncotrainmp_alignn_train --experiment coAlignn3  --gpu_id 0 --ehull015 True > nohups/coAlignn3_stability_gpu0.log &

# PU Analysis
syncotrainmp_alignn_analyze --experiment coAlignn3 --ehull015 True


# Iteration 3, series B: coSchnet3
# PU Data Selection
syncotrainmp_data_selection --experiment coSchnet3 --ehull015 True

# PU Learning
nohup syncotrainmp_schnet_train --experiment coSchnet3  --gpu_id 0 --ehull015 True > nohups/coSchnet3_stability_gpu0.log &

# PU Analysis
syncotrainmp_schnet_analyze --experiment coSchnet3 --ehull015 True