Training in progress, step 500

.gitignore

@@ -0,0 +1 @@
+checkpoint-*/

added_tokens.json

@@ -0,0 +1 @@
+{"<s>": 45, "</s>": 46}

config.json

@@ -6,7 +6,7 @@
   "add_adapter": false,
   "apply_spec_augment": true,
   "architectures": [
-    "Wav2Vec2ForPreTraining"
+    "Wav2Vec2ForCTC"
   ],
   "attention_dropout": 0.094,
   "bos_token_id": 1,
@@ -76,7 +76,7 @@
   "num_hidden_layers": 48,
   "num_negatives": 100,
   "output_hidden_size": 1280,
-  "pad_token_id": 51,
+  "pad_token_id": 44,
   "proj_codevector_dim": 1024,
   "tdnn_dilation": [
     1,
@@ -102,6 +102,6 @@
   "torch_dtype": "float32",
   "transformers_version": "4.17.0.dev0",
   "use_weighted_layer_sum": false,
-  "vocab_size": 54,
+  "vocab_size": 47,
   "xvector_output_dim": 512
 }

pytorch_model.bin

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run.sh

@@ -1,13 +1,13 @@
 python run_speech_recognition_ctc.py \
         --dataset_name="NbAiLab/NPSC" \
         --model_name_or_path="facebook/wav2vec2-xls-r-1b" \
-        --hub_model_id="NbAiLab/wav2vec2-xlsr-1B-NPSC-NN-OH" \
+        --hub_model_id="NbAiLab/wav2vec2-xlsr-1B-NPSC-NN" \
         --dataset_config_name="16K_mp3" \
         --output_dir="./" \
         --overwrite_output_dir \
         --num_train_epochs="50" \
-        --per_device_train_batch_size="16" \
-        --per_device_eval_batch_size="16" \
+        --per_device_train_batch_size="8" \
+        --per_device_eval_batch_size="8" \
         --gradient_accumulation_steps="2" \
         --learning_rate="6e-5" \
         --warmup_steps="2000" \

runs/Feb03_23-58-44_job-c93f32d8-97c5-48e7-b5ec-c6c950f627ba/1643932752.7292159/events.out.tfevents.1643932752.job-c93f32d8-97c5-48e7-b5ec-c6c950f627ba.3705903.1

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runs/Feb04_05-15-53_job-c93f32d8-97c5-48e7-b5ec-c6c950f627ba/1643951801.7137828/events.out.tfevents.1643951801.job-c93f32d8-97c5-48e7-b5ec-c6c950f627ba.3825650.1

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+size 5819

special_tokens_map.json

@@ -1 +1 @@
-{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
+{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}

training_args.bin

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vocab.json

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-{"-": 1, ".": 2, "/": 3, "0": 4, "1": 5, "2": 6, "4": 7, "6": 8, "7": 9, "8": 10, "9": 11, "_": 12, "a": 13, "b": 14, "c": 15, "d": 16, "e": 17, "f": 18, "g": 19, "h": 20, "i": 21, "j": 22, "k": 23, "l": 24, "m": 25, "n": 26, "o": 27, "p": 28, "q": 29, "r": 30, "s": 31, "t": 32, "u": 33, "v": 34, "w": 35, "x": 36, "y": 37, "z": 38, "\u00e5": 39, "\u00e6": 40, "\u00f8": 41, "\u2013": 42, "|": 0, "[UNK]": 43, "[PAD]": 44}
+{"-": 1, ".": 2, "/": 3, "0": 4, "1": 5, "2": 6, "4": 7, "6": 8, "7": 9, "8": 10, "9": 11, "_": 12, "a": 13, "b": 14, "c": 15, "d": 16, "e": 17, "f": 18, "g": 19, "h": 20, "i": 21, "j": 22, "k": 23, "l": 24, "m": 25, "n": 26, "o": 27, "p": 28, "q": 29, "r": 30, "s": 31, "t": 32, "u": 33, "v": 34, "w": 35, "x": 36, "y": 37, "z": 38, "å": 39, "æ": 40, "ø": 41, "–": 42, "|": 0, "[UNK]": 43, "[PAD]": 44}