2023-09-02 00:42:11,828 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 Model: "SequenceTagger(
  (embeddings): TransformerWordEmbeddings(
    (model): ElectraModel(
      (embeddings): ElectraEmbeddings(
        (word_embeddings): Embedding(32001, 768)
        (position_embeddings): Embedding(512, 768)
        (token_type_embeddings): Embedding(2, 768)
        (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)
        (dropout): Dropout(p=0.1, inplace=False)
      )
      (encoder): ElectraEncoder(
        (layer): ModuleList(
          (0-11): 12 x ElectraLayer(
            (attention): ElectraAttention(
              (self): ElectraSelfAttention(
                (query): Linear(in_features=768, out_features=768, bias=True)
                (key): Linear(in_features=768, out_features=768, bias=True)
                (value): Linear(in_features=768, out_features=768, bias=True)
                (dropout): Dropout(p=0.1, inplace=False)
              )
              (output): ElectraSelfOutput(
                (dense): Linear(in_features=768, out_features=768, bias=True)
                (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)
                (dropout): Dropout(p=0.1, inplace=False)
              )
            )
            (intermediate): ElectraIntermediate(
              (dense): Linear(in_features=768, out_features=3072, bias=True)
              (intermediate_act_fn): GELUActivation()
            )
            (output): ElectraOutput(
              (dense): Linear(in_features=3072, out_features=768, bias=True)
              (LayerNorm): LayerNorm((768,), eps=1e-12, elementwise_affine=True)
              (dropout): Dropout(p=0.1, inplace=False)
            )
          )
        )
      )
    )
  )
  (locked_dropout): LockedDropout(p=0.5)
  (linear): Linear(in_features=768, out_features=21, bias=True)
  (loss_function): CrossEntropyLoss()
)"
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 MultiCorpus: 3575 train + 1235 dev + 1266 test sentences
 - NER_HIPE_2022 Corpus: 3575 train + 1235 dev + 1266 test sentences - /home/stefan/.flair/datasets/ner_hipe_2022/v2.1/hipe2020/de/with_doc_seperator
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 Train:  3575 sentences
2023-09-02 00:42:11,829         (train_with_dev=False, train_with_test=False)
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 Training Params:
2023-09-02 00:42:11,829  - learning_rate: "3e-05" 
2023-09-02 00:42:11,829  - mini_batch_size: "8"
2023-09-02 00:42:11,829  - max_epochs: "10"
2023-09-02 00:42:11,829  - shuffle: "True"
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 Plugins:
2023-09-02 00:42:11,829  - LinearScheduler | warmup_fraction: '0.1'
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 Final evaluation on model from best epoch (best-model.pt)
2023-09-02 00:42:11,829  - metric: "('micro avg', 'f1-score')"
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 Computation:
2023-09-02 00:42:11,829  - compute on device: cuda:0
2023-09-02 00:42:11,829  - embedding storage: none
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 Model training base path: "hmbench-hipe2020/de-hmteams/teams-base-historic-multilingual-discriminator-bs8-wsFalse-e10-lr3e-05-poolingfirst-layers-1-crfFalse-1"
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------
2023-09-02 00:42:11,829 ----------------------------------------------------------------------------------------------------