Training in progress, epoch 0

config.json

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+{
+  "_name_or_path": "facebook/hubert-base-ls960",
+  "activation_dropout": 0.1,
+  "apply_spec_augment": true,
+  "architectures": [
+    "HubertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "conv_bias": false,
+  "conv_dim": [
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+    512,
+    512,
+    512,
+    512,
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+    3,
+    3,
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+  "conv_stride": [
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+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "sum",
+  "ctc_zero_infinity": false,
+  "do_stable_layer_norm": false,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "group",
+  "feat_proj_dropout": 0.1,
+  "feat_proj_layer_norm": true,
+  "final_dropout": 0.1,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.1,
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "set",
+    "1": "takeaway_query",
+    "10": "wemo_off",
+    "11": "recommendation_movies",
+    "12": "datetime_convert",
+    "13": "cooking_query",
+    "14": "play_audiobook",
+    "15": "quirky",
+    "16": "joke",
+    "17": "datetime_query",
+    "18": "remove",
+    "19": "transport_taxi",
+    "2": "greet",
+    "20": "lists_query",
+    "21": "email_query",
+    "22": "recommendation_locations",
+    "23": "social_post",
+    "24": "convert",
+    "25": "sendemail",
+    "26": "calendar_query",
+    "27": "audio_volume_down",
+    "28": "social_query",
+    "29": "qa_currency",
+    "3": "ticket",
+    "30": "lists_remove",
+    "31": "music_likeness",
+    "32": "iot_coffee",
+    "33": "music_settings",
+    "34": "email_sendemail",
+    "35": "iot_hue_lightoff",
+    "36": "email_querycontact",
+    "37": "locations",
+    "38": "radio",
+    "39": "settings",
+    "4": "post",
+    "40": "qa_stock",
+    "41": "iot_wemo_off",
+    "42": "email_addcontact",
+    "43": "audio_volume_mute",
+    "44": "hue_lightdim",
+    "45": "events",
+    "46": "currency",
+    "47": "calendar_set",
+    "48": "general_greet",
+    "49": "factoid",
+    "5": "createoradd",
+    "50": "hue_lightup",
+    "51": "querycontact",
+    "52": "transport_traffic",
+    "53": "general_quirky",
+    "54": "hue_lightoff",
+    "55": "recommendation_events",
+    "56": "transport_ticket",
+    "57": "iot_hue_lighton",
+    "58": "music",
+    "59": "iot_hue_lightchange",
+    "6": "takeaway_order",
+    "60": "alarm_query",
+    "61": "weather_query",
+    "62": "definition",
+    "63": "iot_wemo_on",
+    "64": "coffee",
+    "65": "qa_factoid",
+    "66": "podcasts",
+    "67": "qa_maths",
+    "68": "calendar_remove",
+    "69": "cooking_recipe",
+    "7": "transport_query",
+    "70": "query",
+    "71": "audio_volume_other",
+    "72": "addcontact",
+    "73": "alarm_set",
+    "74": "cleaning",
+    "75": "lists_createoradd",
+    "76": "volume_other",
+    "77": "alarm_remove",
+    "78": "play_radio",
+    "79": "traffic",
+    "8": "qa_definition",
+    "80": "play_music",
+    "81": "game",
+    "82": "wemo_on",
+    "83": "music_query",
+    "84": "general_joke",
+    "85": "news_query",
+    "86": "iot_hue_lightup",
+    "87": "audio_volume_up",
+    "88": "play_game",
+    "89": "music_dislikeness",
+    "9": "play_podcasts",
+    "90": "iot_hue_lightdim",
+    "91": "iot_cleaning"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
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+    "alarm_query": "60",
+    "alarm_remove": "77",
+    "alarm_set": "73",
+    "audio_volume_down": "27",
+    "audio_volume_mute": "43",
+    "audio_volume_other": "71",
+    "audio_volume_up": "87",
+    "calendar_query": "26",
+    "calendar_remove": "68",
+    "calendar_set": "47",
+    "cleaning": "74",
+    "coffee": "64",
+    "convert": "24",
+    "cooking_query": "13",
+    "cooking_recipe": "69",
+    "createoradd": "5",
+    "currency": "46",
+    "datetime_convert": "12",
+    "datetime_query": "17",
+    "definition": "62",
+    "email_addcontact": "42",
+    "email_query": "21",
+    "email_querycontact": "36",
+    "email_sendemail": "34",
+    "events": "45",
+    "factoid": "49",
+    "game": "81",
+    "general_greet": "48",
+    "general_joke": "84",
+    "general_quirky": "53",
+    "greet": "2",
+    "hue_lightdim": "44",
+    "hue_lightoff": "54",
+    "hue_lightup": "50",
+    "iot_cleaning": "91",
+    "iot_coffee": "32",
+    "iot_hue_lightchange": "59",
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+    "iot_hue_lightoff": "35",
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+    "iot_wemo_off": "41",
+    "iot_wemo_on": "63",
+    "joke": "16",
+    "lists_createoradd": "75",
+    "lists_query": "20",
+    "lists_remove": "30",
+    "locations": "37",
+    "music": "58",
+    "music_dislikeness": "89",
+    "music_likeness": "31",
+    "music_query": "83",
+    "music_settings": "33",
+    "news_query": "85",
+    "play_audiobook": "14",
+    "play_game": "88",
+    "play_music": "80",
+    "play_podcasts": "9",
+    "play_radio": "78",
+    "podcasts": "66",
+    "post": "4",
+    "qa_currency": "29",
+    "qa_definition": "8",
+    "qa_factoid": "65",
+    "qa_maths": "67",
+    "qa_stock": "40",
+    "query": "70",
+    "querycontact": "51",
+    "quirky": "15",
+    "radio": "38",
+    "recommendation_events": "55",
+    "recommendation_locations": "22",
+    "recommendation_movies": "11",
+    "remove": "18",
+    "sendemail": "25",
+    "set": "0",
+    "settings": "39",
+    "social_post": "23",
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+    "takeaway_order": "6",
+    "takeaway_query": "1",
+    "ticket": "3",
+    "traffic": "79",
+    "transport_query": "7",
+    "transport_taxi": "19",
+    "transport_ticket": "56",
+    "transport_traffic": "52",
+    "volume_other": "76",
+    "weather_query": "61",
+    "wemo_off": "10",
+    "wemo_on": "82"
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+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.1,
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.05,
+  "model_type": "hubert",
+  "num_attention_heads": 12,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.2",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 32
+}

model.safetensors

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preprocessor_config.json

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+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0,
+  "return_attention_mask": false,
+  "sampling_rate": 16000
+}

runs/Mar05_17-00-17_ki-g0008/events.out.tfevents.1709658020.ki-g0008

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runs/Mar05_17-09-45_ki-g0008/events.out.tfevents.1709658585.ki-g0008

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runs/Mar05_17-11-57_ki-g0008/events.out.tfevents.1709658717.ki-g0008

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runs/Mar05_17-28-55_ki-g0008/events.out.tfevents.1709659737.ki-g0008

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training_args.bin

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