ranking_ubuntu_v2_torch_bert_uncased.json

{
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    "data_path": "{DOWNLOADS_PATH}/ubuntu_v2_data"
  },
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    "seed": 243
  },
  "chainer": {
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      "x"
    ],
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    ],
    "pipe": [
      {
        "class_name": "torch_bert_ranker_preprocessor",
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        "do_lower_case": true,
        "max_seq_length": 128,
        "in": [
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        ],
        "out": [
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        ]
      },
      {
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        "pretrained_bert": "bert-base-uncased",
        "save_path": "{MODEL_PATH}/model",
        "load_path": "{MODEL_PATH}/model",
        "optimizer": "AdamW",
        "optimizer_parameters": {
          "lr": 2e-5,
          "weight_decay": 1e-2,
          "betas": [
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            0.999
          ],
          "eps": 1e-6
        },
        "in": [
          "bert_features"
        ],
        "in_y": [
          "y"
        ],
        "out": [
          "predictions"
        ]
      }
    ],
    "out": [
      "predictions"
    ]
  },
  "train": {
    "batch_size": 32,
    "pytest_max_batches": 2,
    "train_metrics": [],
    "metrics": [
      "r@1",
      "r@2",
      "r@5"
    ],
    "validation_patience": 1,
    "val_every_n_epochs": 1,
    "log_every_n_epochs": 1,
    "evaluation_targets": [
      "valid",
      "test"
    ],
    "class_name": "torch_trainer"
  },
  "metadata": {
    "variables": {
      "ROOT_PATH": "~/.deeppavlov",
      "DOWNLOADS_PATH": "{ROOT_PATH}/downloads",
      "MODELS_PATH": "{ROOT_PATH}/models",
      "MODEL_PATH": "{MODELS_PATH}/ubuntu_v2_uncased_torch_bert_model"
    },
    "requirements": [
      "{DEEPPAVLOV_PATH}/requirements/pytorch.txt",
      "{DEEPPAVLOV_PATH}/requirements/transformers.txt"
    ],
    "download": [
      {
        "url": "http://files.deeppavlov.ai/datasets/ubuntu_v2_data.tar.gz",
        "subdir": "{DOWNLOADS_PATH}/ubuntu_v2_data"
      },
      {
        "url": "http://files.deeppavlov.ai/deeppavlov_data/ubuntu_v2_uncased_torch_bert_model_v0.tar.gz",
        "subdir": "{MODELS_PATH}"
      }
    ]
  }
}