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Add hyperparameter tuning information
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run_scripts/hyperparam_sweeps/relational_deepblocker_ae.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,46 @@ | ||
| command: | ||
| - ${env} | ||
| - /home/h7/daob673c/.local/bin/micromamba | ||
| - run | ||
| - -n | ||
| - klinker-conda | ||
| - -r | ||
| - "y" | ||
| - python | ||
| - ${program} | ||
| - --random-seed | ||
| - "42" | ||
| - --wandb | ||
| - open-ea-dataset | ||
| - relational-deepblocker | ||
| - --encoder | ||
| - autoencoder | ||
| - --inner-encoder | ||
| - sentencetransformertokenized | ||
| - --inner-encoder-batch-size | ||
| - "512" | ||
| - --batch-size | ||
| - "512" | ||
| - --force | ||
| - "True" | ||
| - --n-neighbors | ||
| - "250" | ||
| - --rel-n-neighbors | ||
| - "250" | ||
| - ${args} | ||
| method: bayes | ||
| metric: | ||
| goal: maximize | ||
| name: h3r | ||
| parameters: | ||
| hidden-dimension: | ||
| values: | ||
| - 48 | ||
| - 96 | ||
| - 192 | ||
| - 384 | ||
| learning-rate: | ||
| distribution: uniform | ||
| max: 0.01 | ||
| min: 0.0001 | ||
| program: experiment.py |
60 changes: 60 additions & 0 deletions
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run_scripts/hyperparam_sweeps/relational_deepblocker_ctt.yaml
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,60 @@ | ||
| command: | ||
| - ${env} | ||
| - /home/h7/daob673c/.local/bin/micromamba | ||
| - run | ||
| - -n | ||
| - klinker-conda | ||
| - -r | ||
| - "y" | ||
| - python | ||
| - ${program} | ||
| - --random-seed | ||
| - "42" | ||
| - --wandb | ||
| - open-ea-dataset | ||
| - relational-deepblocker | ||
| - --encoder | ||
| - crosstupletraining | ||
| - --inner-encoder | ||
| - sentencetransformertokenized | ||
| - --inner-encoder-batch-size | ||
| - "512" | ||
| - --batch-size | ||
| - "512" | ||
| - --force | ||
| - "True" | ||
| - --n-neighbors | ||
| - "250" | ||
| - --rel-n-neighbors | ||
| - "250" | ||
| - ${args} | ||
| method: bayes | ||
| metric: | ||
| goal: maximize | ||
| name: h3r | ||
| parameters: | ||
| hidden-dimension: | ||
| values: | ||
| - 48 | ||
| - 96 | ||
| - 192 | ||
| - 384 | ||
| learning-rate: | ||
| distribution: uniform | ||
| max: 0.01 | ||
| min: 0.0001 | ||
| max-perturbation: | ||
| distribution: uniform | ||
| max: 0.6 | ||
| min: 0.1 | ||
| pos-to-neg-ratio: | ||
| distribution: uniform | ||
| max: 2 | ||
| min: 0.1 | ||
| synth-tuples-per-tuple: | ||
| values: | ||
| - 2 | ||
| - 3 | ||
| - 4 | ||
| - 5 | ||
| program: experiment.py |