config_results_baseline-expv001-2019-09-26-23-15-18.json

{
    "loss": {
        "desc": null,
        "value": "cosine"
    },
    "seed": {
        "desc": null,
        "value": 0
    },
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        "desc": null,
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        }
    },
    "margin": {
        "desc": null,
        "value": 1
    },
    "momentum": {
        "desc": null,
        "value": 0.85
    },
    "patience": {
        "desc": null,
        "value": 5
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    "run-name": {
        "desc": null,
        "value": "baseline-expv001"
    },
    "optimizer": {
        "desc": null,
        "value": "Adam"
    },
    "batch_size": {
        "desc": null,
        "value": 1000
    },
    "max_epochs": {
        "desc": null,
        "value": 50
    },
    "CLI-command": {
        "desc": null,
        "value": "train.py --max-num-epochs 50 --test-batch-size 250 --run-name baseline-expv001"
    },
    "model-class": {
        "desc": null,
        "value": "neuralbowmodel"
    },
    "save_folder": {
        "desc": null,
        "value": "/home/dev/resources/saved_models"
    },
    "test_folder": {
        "desc": null,
        "value": "[../resources/data/python/final/jsonl/test, ../resources/data/javascript/final/jsonl/test, ../resources/data/java/final/jsonl/test, ../resources/data/php/final/jsonl/test, ../resources/data/ruby/final/jsonl/test, ../resources/data/go/final/jsonl/test]"
    },
    "code_pct_bpe": {
        "desc": null,
        "value": 0.5
    },
    "code_use_bpe": {
        "desc": null,
        "value": true
    },
    "train_folder": {
        "desc": null,
        "value": "[../resources/data/python/final/jsonl/train, ../resources/data/javascript/final/jsonl/train, ../resources/data/java/final/jsonl/train, ../resources/data/php/final/jsonl/train, ../resources/data/ruby/final/jsonl/train, ../resources/data/go/final/jsonl/train]"
    },
    "valid_folder": {
        "desc": null,
        "value": "[../resources/data/python/final/jsonl/valid, ../resources/data/javascript/final/jsonl/valid, ../resources/data/java/final/jsonl/valid, ../resources/data/php/final/jsonl/valid, ../resources/data/ruby/final/jsonl/valid, ../resources/data/go/final/jsonl/valid]"
    },
    "gradient_clip": {
        "desc": null,
        "value": 1
    },
    "learning_rate": {
        "desc": null,
        "value": 0.01
    },
    "query_pct_bpe": {
        "desc": null,
        "value": 0.5
    },
    "query_use_bpe": {
        "desc": null,
        "value": true
    },
    "wandb_version": 1,
    "best_model_path": {
        "desc": null,
        "value": "/home/dev/resources/saved_models/baseline-expv001-2019-09-26-23-15-18_model_best.pkl.gz"
    },
    "dropout_keep_rate": {
        "desc": null,
        "value": 0.9
    },
    "code_use_subtokens": {
        "desc": null,
        "value": false
    },
    "code_max_num_tokens": {
        "desc": null,
        "value": 200
    },
    "code_nbow_pool_mode": {
        "desc": null,
        "value": "weighted_mean"
    },
    "learning_rate_decay": {
        "desc": null,
        "value": 0.98
    },
    "query_use_subtokens": {
        "desc": null,
        "value": false
    },
    "CUDA_VISIBLE_DEVICES": {
        "desc": null,
        "value": "Not Set"
    },
    "query_max_num_tokens": {
        "desc": null,
        "value": 30
    },
    "query_nbow_pool_mode": {
        "desc": null,
        "value": "weighted_mean"
    },
    "code_token_vocab_size": {
        "desc": null,
        "value": 10000
    },
    "code_mark_subtoken_end": {
        "desc": null,
        "value": false
    },
    "query_token_vocab_size": {
        "desc": null,
        "value": 10000
    },
    "query_mark_subtoken_end": {
        "desc": null,
        "value": false
    },
    "fraction_using_func_name": {
        "desc": null,
        "value": 0.1
    },
    "code_token_embedding_size": {
        "desc": null,
        "value": 128
    },
    "query_token_embedding_size": {
        "desc": null,
        "value": 128
    },
    "min_len_func_name_for_query": {
        "desc": null,
        "value": 12
    },
    "query_random_token_frequency": {
        "desc": null,
        "value": 0
    },
    "learning_rate_code_scale_factor": {
        "desc": null,
        "value": 1
    },
    "code_token_vocab_count_threshold": {
        "desc": null,
        "value": 10
    },
    "learning_rate_query_scale_factor": {
        "desc": null,
        "value": 1
    },
    "query_token_vocab_count_threshold": {
        "desc": null,
        "value": 10
    }
}