AndrewMcDowell
commited on
Commit
•
ef2237f
1
Parent(s):
b2eecfc
End of training
Browse files- .ipynb_checkpoints/resume_training-checkpoint.sh +33 -0
- all_results.json +10 -10
- eval_results.json +6 -6
- pytorch_model.bin +1 -1
- resume_training.sh +33 -0
- special_tokens_map.json +1 -1
- train_results.json +5 -5
- trainer_state.json +12 -18
- training_args.bin +1 -1
.ipynb_checkpoints/resume_training-checkpoint.sh
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python run_speech_recognition_ctc.py \
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--dataset_name="mozilla-foundation/common_voice_7_0" \
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--model_name_or_path="facebook/wav2vec2-xls-r-300m" \
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--dataset_config_name="ar" \
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--output_dir="./" \
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--num_train_epochs="5" \
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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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--length_column_name="input_length" \
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--evaluation_strategy="steps" \
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--text_column_name="sentence" \
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--chars_to_ignore , ? . ! \- \; \: \" “ % ‘ ” � — ’ … – \
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--save_steps="500" \
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--eval_steps="500" \
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--logging_steps="100" \
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--layerdrop="0.0" \
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--activation_dropout="0.1" \
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--save_total_limit="3" \
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--freeze_feature_encoder \
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--feat_proj_dropout="0.0" \
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--mask_time_prob="0.75" \
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--mask_time_length="10" \
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--mask_feature_prob="0.25" \
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--mask_feature_length="64" \
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--gradient_checkpointing \
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--use_auth_token \
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--fp16 \
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--group_by_length \
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--do_train --do_eval \
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--push_to_hub
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all_results.json
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{
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"epoch":
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"eval_loss": 0.
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"eval_runtime":
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"eval_samples": 10284,
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"eval_samples_per_second":
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"eval_steps_per_second":
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"eval_wer": 0.
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"train_loss":
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"train_runtime":
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"train_samples": 37318,
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"train_samples_per_second":
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"train_steps_per_second":
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}
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{
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"epoch": 9.86,
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"eval_loss": 0.45016008615493774,
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"eval_runtime": 332.1791,
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"eval_samples": 10284,
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"eval_samples_per_second": 30.959,
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"eval_steps_per_second": 3.871,
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"eval_wer": 0.4782560482007873,
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"train_loss": 0.0,
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"train_runtime": 3.4176,
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"train_samples": 37318,
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"train_samples_per_second": 54596.703,
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"train_steps_per_second": 1705.873
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}
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eval_results.json
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{
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"epoch":
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"eval_loss": 0.
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"eval_runtime":
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"eval_samples": 10284,
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"eval_samples_per_second":
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"eval_steps_per_second":
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"eval_wer": 0.
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}
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{
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"epoch": 9.86,
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"eval_loss": 0.45016008615493774,
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"eval_runtime": 332.1791,
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"eval_samples": 10284,
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"eval_samples_per_second": 30.959,
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"eval_steps_per_second": 3.871,
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"eval_wer": 0.4782560482007873
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 1262313137
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version https://git-lfs.github.com/spec/v1
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oid sha256:023ddf68990793400757e39049470fe7511fb9501eb8e50e4a024fc333169ede
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size 1262313137
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resume_training.sh
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python run_speech_recognition_ctc.py \
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--dataset_name="mozilla-foundation/common_voice_7_0" \
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--model_name_or_path="facebook/wav2vec2-xls-r-300m" \
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--dataset_config_name="ar" \
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--output_dir="./" \
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--num_train_epochs="5" \
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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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--length_column_name="input_length" \
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--evaluation_strategy="steps" \
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--text_column_name="sentence" \
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--chars_to_ignore , ? . ! \- \; \: \" “ % ‘ ” � — ’ … – \
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--save_steps="500" \
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--eval_steps="500" \
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--logging_steps="100" \
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--layerdrop="0.0" \
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--activation_dropout="0.1" \
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--save_total_limit="3" \
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--freeze_feature_encoder \
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--feat_proj_dropout="0.0" \
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--mask_time_prob="0.75" \
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--mask_time_length="10" \
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--mask_feature_prob="0.25" \
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--mask_feature_length="64" \
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--gradient_checkpointing \
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--use_auth_token \
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--fp16 \
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--group_by_length \
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--do_train --do_eval \
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--push_to_hub
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special_tokens_map.json
CHANGED
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{"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}]}
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{"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}]}
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train_results.json
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{
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-
"epoch":
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"train_loss":
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-
"train_runtime":
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"train_samples": 37318,
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-
"train_samples_per_second":
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-
"train_steps_per_second":
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}
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{
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+
"epoch": 9.86,
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+
"train_loss": 0.0,
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"train_runtime": 3.4176,
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"train_samples": 37318,
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+
"train_samples_per_second": 54596.703,
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"train_steps_per_second": 1705.873
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}
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trainer_state.json
CHANGED
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{
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"best_metric": null,
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"best_model_checkpoint": null,
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"epoch": 9.
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"global_step":
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"step": 11500
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training_args.bin
CHANGED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 2991
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size 2991
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