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launch.json
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launch.json
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{
// Use IntelliSense to learn about possible attributes.
// Hover to view descriptions of existing attributes.
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
"version": "0.2.0",
"configurations": [
{
"name": "NER",
"type": "python",
"request": "launch",
"program": "run.py",
"console": "integratedTerminal",
"args": [
"--configuration", "bi_lstm_crf",
"--challenge", "named-entity-recognition",
"--epochs", "500000",
"--device", "cpu",
"--eval-freq", "10",
"--seed", "13",
"--learning-rate", "1e-2",
"--metric-types", "f1-score", "precision", "recall",
"--language", "dutch",
"--checkpoint-name", "local",
"--batch-size", "2",
// "--resume-training",
// "--enable-external-logging",
"--pretrained-weights", "wietsedv/bert-base-dutch-cased",
"--include-pretrained-model",
"--pretrained-model-size", "768",
"--pretrained-max-length", "512",
"--learn-new-embeddings",
"--learn-character-embeddings",
"--character-embeddings-size", "16",
"--character-hidden-size", "32",
"--hidden-dimension", "512",
"--bidirectional-rnn",
"--number-of-layers", "2",
"--embeddings-size", "32",
"--pretrained-model", "bert",
// "--train-dataset-limit-size", "1",
"--validation-dataset-limit-size", "1",
"--patience", "1000",
"--entity-tag-types", "main", "name", "gender", "legal-status", "role", "organization-beneficiary",
"--merge-subwords",
"--overwrite-previous-model",
]
},
{
"name": "NER - Evaluate",
"type": "python",
"request": "launch",
"program": "run.py",
"console": "integratedTerminal",
"args": [
"--evaluate",
"--configuration", "bi_lstm_crf",
"--challenge", "named-entity-recognition",
"--device", "cpu",
"--seed", "13",
"--learning-rate", "1e-2",
"--metric-types", "f1-score", "precision", "recall",
"--language", "dutch",
"--batch-size", "1",
"--pretrained-weights", "wietsedv/bert-base-dutch-cased",
"--include-pretrained-model",
"--pretrained-model-size", "768",
"--pretrained-max-length", "512",
"--learn-character-embeddings",
"--character-embeddings-size", "16",
"--character-hidden-size", "32",
"--no-attention",
"--hidden-dimension", "512",
"--bidirectional-rnn",
"--number-of-layers", "1",
"--embeddings-size", "32",
"--pretrained-model", "bert",
"--entity-tag-types",
// "main",
"name",
// "gender",
// "legal-status",
// "role",
"--merge-subwords",
"--replace-all-numbers",
// "--overwrite-previous-model",
]
}
]
}