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Pretrained Weights of CoSQL BERT-based Turn Model
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@SivilTaram SivilTaram released this 23 Apr 14:27
· 155 commits to master since this release
cosql.bert.turn
97bb6d8 
{
  "best_epoch": 23,
  "peak_cpu_memory_MB": 0,
  "peak_gpu_0_memory_MB": 1,
  "peak_gpu_1_memory_MB": 3489,
  "peak_gpu_2_memory_MB": 16884,
  "peak_gpu_3_memory_MB": 16857,
  "peak_gpu_4_memory_MB": 16886,
  "peak_gpu_5_memory_MB": 16816,
  "peak_gpu_6_memory_MB": 20163,
  "peak_gpu_7_memory_MB": 19975,
  "training_duration": "8:04:29.261273",
  "training_start_epoch": 0,
  "training_epochs": 32,
  "epoch": 32,
  "training_action_exact_match": 0,
  "training__action_inter_exact_match": 0,
  "training__action_turn_1_exact_match": 0,
  "training__action_turn_2_exact_match": 0,
  "training__action_turn_3_exact_match": 0,
  "training__action_turn_4_exact_match": 0,
  "training_sql_exact_match": 0,
  "training__sql_inter_exact_match": 0,
  "training__sql_turn_1_exact_match": 0,
  "training__sql_turn_2_exact_match": 0,
  "training__sql_turn_3_exact_match": 0,
  "training__sql_turn_4_exact_match": 0,
  "training_loss": 0.05288350063624136,
  "training_cpu_memory_MB": 0.0,
  "training_gpu_0_memory_MB": 1,
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  "training_gpu_2_memory_MB": 16884,
  "training_gpu_3_memory_MB": 16857,
  "training_gpu_4_memory_MB": 16886,
  "training_gpu_5_memory_MB": 16816,
  "training_gpu_6_memory_MB": 20163,
  "training_gpu_7_memory_MB": 2,
  "validation_action_exact_match": 0.3843098311817279,
  "validation__action_inter_exact_match": 0.12286689419795221,
  "validation__action_turn_1_exact_match": 0.48464163822525597,
  "validation__action_turn_2_exact_match": 0.35789473684210527,
  "validation__action_turn_3_exact_match": 0.3483606557377049,
  "validation__action_turn_4_exact_match": 0.31351351351351353,
  "validation_sql_exact_match": 0.38828202581926513,
  "validation__sql_inter_exact_match": 0.1296928327645051,
  "validation__sql_turn_1_exact_match": 0.49829351535836175,
  "validation__sql_turn_2_exact_match": 0.3473684210526316,
  "validation__sql_turn_3_exact_match": 0.36065573770491804,
  "validation__sql_turn_4_exact_match": 0.31351351351351353,
  "validation_loss": 0.24153371155261993,
  "best_validation_action_exact_match": 0.38927507447864945,
  "best_validation__action_inter_exact_match": 0.13651877133105803,
  "best_validation__action_turn_1_exact_match": 0.47440273037542663,
  "best_validation__action_turn_2_exact_match": 0.38596491228070173,
  "best_validation__action_turn_3_exact_match": 0.3442622950819672,
  "best_validation__action_turn_4_exact_match": 0.31891891891891894,
  "best_validation_sql_exact_match": 0.39225422045680236,
  "best_validation__sql_inter_exact_match": 0.14334470989761092,
  "best_validation__sql_turn_1_exact_match": 0.4948805460750853,
  "best_validation__sql_turn_2_exact_match": 0.3684210526315789,
  "best_validation__sql_turn_3_exact_match": 0.36475409836065575,
  "best_validation__sql_turn_4_exact_match": 0.3027027027027027,
  "best_validation_loss": 0.20682337880134583
}
Assets 3
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