ihanif commited on
Commit
5894e33
1 Parent(s): a248e7b

Training in progress, step 5500

Browse files
pytorch_model.bin CHANGED
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run_3.sh CHANGED
@@ -4,12 +4,12 @@ python run_speech_recognition_ctc.py \
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  --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
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  --output_dir="./" \
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  --overwrite_output_dir="False" \
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- --max_steps="5000" \
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- --per_device_train_batch_size="8" \
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- --per_device_eval_batch_size="8" \
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- --gradient_accumulation_steps="4" \
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- --learning_rate="7.5e-5" \
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- --warmup_steps="2000" \
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  --evaluation_strategy="steps" \
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  --text_column_name="transcription" \
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  --save_steps="500" \
@@ -20,10 +20,10 @@ python run_speech_recognition_ctc.py \
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  --eval_metrics wer cer \
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  --greater_is_better="False" \
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  --load_best_model_at_end \
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- --save_total_limit="3" \
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- --mask_time_prob="0.3" \
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  --mask_time_length="10" \
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  --fp16 \
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  --chars_to_ignore , ? . ! - \; \: \" “ % ‘ ” � \
 
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  --model_name_or_path="facebook/wav2vec2-xls-r-300m" \
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  --output_dir="./" \
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  --overwrite_output_dir="False" \
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+ --max_steps="6000" \
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+ --per_device_train_batch_size="16" \
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+ --per_device_eval_batch_size="16" \
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+ --gradient_accumulation_steps="2" \
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+ --learning_rate="7.5e-6" \
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+ --warmup_steps="1000" \
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  --evaluation_strategy="steps" \
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  --text_column_name="transcription" \
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  --save_steps="500" \
 
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  --eval_metrics wer cer \
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  --greater_is_better="False" \
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  --load_best_model_at_end \
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+ --save_total_limit="10" \
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+ --mask_time_prob="0.6" \
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  --mask_time_length="10" \
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+ --mask_feature_prob="0.2" \
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  --fp16 \
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  --mask_feature_length="64" \
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  --chars_to_ignore , ? . ! - \; \: \" “ % ‘ ” � \
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