hparams.yaml

config: !!python/object/new:yacs.config.CfgNode
  dictitems:
    CONSTANTS_PATH: constants/
    DATA: !!python/object/new:yacs.config.CfgNode
      dictitems:
        MAX_LENGTH: 270
        TEST_PATH: data/kssa_data_1/dev+asr_nobom.txt
        TRAIN_PATH: data/kssa_data_1/train+asr_nobom.txt
        VAL_PATH: data/kssa_data_1/dev+asr_nobom.txt
      state:
        __deprecated_keys__: !!set {}
        __immutable__: true
        __new_allowed__: false
        __renamed_keys__: {}
    INFERENCE: !!python/object/new:yacs.config.CfgNode
      dictitems:
        ASR_MODEL_NAME: sashat/whisper-medium-ClassicalAr
        BATCH_SIZE: 16
        BUFFER_SIZE: 25
        DEVICE: cpu
        FORCED_IDS: null
        MAX_LENGTH: 270
        MODEL_PATH: /home/rufael/Projects/forced_alignment/Diac/outputs/kssa/transformer-text+asr/tashkeela+clartts+kssa/tensorboard/version_13/checkpoints/best_model.ckpt
        OUTPUT_PATH: outputs/kssa/transformer-text+asr/tashkeela+clartts+kssa/results.txt
        USE_ASR: true
        WINDOW_SIZE: 50
      state:
        __deprecated_keys__: !!set {}
        __immutable__: true
        __new_allowed__: false
        __renamed_keys__: {}
    MODEL: !!python/object/new:yacs.config.CfgNode
      dictitems:
        ASR_VOCAB_SIZE: 91
        DFF: 128
        DROPOUT_RATE: 0.2
        D_MODEL: 256
        LOAD_TEXT_BRANCH_ONLY: false
        MAXLEN: 272
        NUM_BLOCKS: 2
        NUM_HEADS: 4
        OUTPUT_SIZE: 19
        PRETRAINED_PATH: /home/rufael/Projects/forced_alignment/Diac/outputs/old/results/transformer-text+asr/tashkeela+clartts/tensorboard/version_0/checkpoints/best_model.ckpt
        TYPE: Transformer
        USE_ASR: true
        VOCAB_SIZE: 77
        WITH_CONN: false
      state:
        __deprecated_keys__: !!set {}
        __immutable__: true
        __new_allowed__: false
        __renamed_keys__: {}
    TRAIN: !!python/object/new:yacs.config.CfgNode
      dictitems:
        ACCUMULATE_GRAD_BATCHES: 1
        BATCH_SIZE: 128
        DEVICE: cuda
        EARLY_STOPPING_PATIENCE: 50
        EVAL_FREQ: 1
        GRAD_CLIP_NORM: 0.5
        LEARNING_RATE: 0.001
        LR_SCHEDULER_FACTOR: 0.5
        LR_SCHEDULER_PATIENCE: 5
        NUM_EPOCHS: 1000
        SAVE_DIR: outputs/kssa/transformer-text+asr/tashkeela+clartts+kssa
        SAVE_FREQ: 30
        VAL_CHECK_INTERVAL: 1.0
      state:
        __deprecated_keys__: !!set {}
        __immutable__: true
        __new_allowed__: false
        __renamed_keys__: {}
  state:
    __deprecated_keys__: !!set {}
    __immutable__: true
    __new_allowed__: false
    __renamed_keys__: {}
tokenizer: !!python/object:diac.tokenizer.ArabicDiacritizationTokenizer
  constants: !!python/object:diac.tokenizer.TokenizerConstants
    arabic_letters_list: "\u0621\u0622\u0623\u0624\u0625\u0626\u0627\u0628\u0629\u062A\
      \u062B\u062C\u062D\u062E\u062F\u0630\u0631\u0632\u0633\u0634\u0635\u0636\u0637\
      \u0638\u0639\u063A\u0641\u0642\u0643\u0644\u0645\u0646\u0647\u0648\u0649\u064A"
    characters_mapping:
      ? '

        '
      : 4
      ' ': 5
      '!': 6
      '"': 7
      '''': 8
      (: 9
      ): 10
      '*': 11
      ',': 12
      '-': 13
      .: 14
      /: 15
      '0': 16
      '1': 17
      '2': 18
      '3': 19
      '4': 20
      '5': 21
      '6': 22
      '7': 23
      '8': 24
      '9': 25
      ':': 26
      ;: 27
      <EOS>: 2
      <PAD>: 0
      <SOS>: 1
      <UNK>: 3
      '[': 28
      ']': 29
      '`': 30
      '{': 31
      '}': 32
      '~': 33
      "\xAB": 34
      "\xBB": 35
      "\u060C": 36
      "\u061B": 37
      "\u061F": 38
      "\u0621": 39
      "\u0622": 40
      "\u0623": 41
      "\u0624": 42
      "\u0625": 43
      "\u0626": 44
      "\u0627": 45
      "\u0628": 46
      "\u0629": 47
      "\u062A": 48
      "\u062B": 49
      "\u062C": 50
      "\u062D": 51
      "\u062E": 52
      "\u062F": 53
      "\u0630": 54
      "\u0631": 55
      "\u0632": 56
      "\u0633": 57
      "\u0634": 58
      "\u0635": 59
      "\u0636": 60
      "\u0637": 61
      "\u0638": 62
      "\u0639": 63
      "\u063A": 64
      "\u0641": 65
      "\u0642": 66
      "\u0643": 67
      "\u0644": 68
      "\u0645": 69
      "\u0646": 70
      "\u0647": 71
      "\u0648": 72
      "\u0649": 73
      "\u064A": 74
      "\u200F": 75
      "\u2013": 76
    classes_mapping:
      ? ''
      : 0
      <EOS>: 17
      <N/A>: 18
      <PAD>: 15
      <SOS>: 16
      "\u064B": 2
      "\u064C": 4
      "\u064D": 6
      "\u064E": 1
      "\u064F": 3
      "\u0650": 5
      "\u0651": 8
      "\u0651\u064B": 10
      "\u0651\u064C": 12
      "\u0651\u064D": 14
      "\u0651\u064E": 9
      "\u0651\u064F": 11
      "\u0651\u0650": 13
      "\u0652": 7
    diacritics_list:
    - "\u064E"
    - "\u064B"
    - "\u0650"
    - "\u064D"
    - "\u064F"
    - "\u064C"
    - "\u0652"
    - "\u0651"
    expanded_vocabulary:
      ? '

        '
      : 4
      ' ': 5
      '!': 6
      '"': 7
      '''': 8
      (: 9
      ): 10
      '*': 11
      ',': 12
      '-': 13
      .: 14
      /: 15
      '0': 16
      '1': 17
      '2': 18
      '3': 19
      '4': 20
      '5': 21
      '6': 22
      '7': 23
      '8': 24
      '9': 25
      ':': 26
      ;: 27
      <EOS>: 2
      <PAD>: 0
      <SOS>: 1
      <UNK>: 3
      '[': 28
      ']': 29
      '`': 30
      '{': 31
      '}': 32
      '~': 33
      "\xAB": 34
      "\xBB": 35
      "\u060C": 36
      "\u061B": 37
      "\u061F": 38
      "\u0621": 39
      "\u0622": 40
      "\u0623": 41
      "\u0624": 42
      "\u0625": 43
      "\u0626": 44
      "\u0627": 45
      "\u0628": 46
      "\u0629": 47
      "\u062A": 48
      "\u062B": 49
      "\u062C": 50
      "\u062D": 51
      "\u062E": 52
      "\u062F": 53
      "\u0630": 54
      "\u0631": 55
      "\u0632": 56
      "\u0633": 57
      "\u0634": 58
      "\u0635": 59
      "\u0636": 60
      "\u0637": 61
      "\u0638": 62
      "\u0639": 63
      "\u063A": 64
      "\u0641": 65
      "\u0642": 66
      "\u0643": 67
      "\u0644": 68
      "\u0645": 69
      "\u0646": 70
      "\u0647": 71
      "\u0648": 72
      "\u0649": 73
      "\u064A": 74
      "\u064B": 78
      "\u064C": 80
      "\u064D": 82
      "\u064E": 77
      "\u064F": 79
      "\u0650": 81
      "\u0651": 84
      "\u0651\u064B": 86
      "\u0651\u064C": 88
      "\u0651\u064D": 90
      "\u0651\u064E": 85
      "\u0651\u064F": 87
      "\u0651\u0650": 89
      "\u0652": 83
      "\u200F": 75
      "\u2013": 76
    rev_classes_mapping:
      0: ''
      1: "\u064E"
      2: "\u064B"
      3: "\u064F"
      4: "\u064C"
      5: "\u0650"
      6: "\u064D"
      7: "\u0652"
      8: "\u0651"
      9: "\u0651\u064E"
      10: "\u0651\u064B"
      11: "\u0651\u064F"
      12: "\u0651\u064C"
      13: "\u0651\u0650"
      14: "\u0651\u064D"
      15: <PAD>
      16: <SOS>
      17: <EOS>
      18: <N/A>
  constants_path: constants/
  with_extra_train: false