Training in progress, step 500

.ipynb_checkpoints/run-checkpoint.sh

@@ -4,11 +4,11 @@ python run_speech_recognition_ctc.py \
 	--dataset_config_name="el" \
 	--output_dir="./" \
 	--overwrite_output_dir \
-	--num_train_epochs="40" \
+	--num_train_epochs="80" \
 	--per_device_train_batch_size="32" \
 	--gradient_accumulation_steps="2" \
 	--learning_rate="5e-5" \
-	--warmup_steps="1000" \
+	--warmup_steps="400" \
     --lr_scheduler_type="linear" \
     --feat_proj_dropout="0.1" \
     --attention_dropout="0.1" \
@@ -18,8 +18,8 @@ python run_speech_recognition_ctc.py \
 	--evaluation_strategy="steps" \
 	--text_column_name="sentence" \
 	--length_column_name="input_length" \
-	--save_steps="1000" \
-	--eval_steps="400" \
+	--save_steps="500" \
+	--eval_steps="500" \
 	--layerdrop="0.0" \
 	--save_total_limit="2" \
 	--freeze_feature_encoder \

pytorch_model.bin

@@ -1,3 +1,3 @@
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-oid sha256:0f5416c25274021c86ac8b1598fd021bfae47e384c96367caf69013bad81241f
+oid sha256:fbcdd6e77557731974267ab6f87f16eb50dc8e354267250c951df02997cc6db0
 size 1262132785

run.sh

@@ -4,7 +4,7 @@ python run_speech_recognition_ctc.py \
 	--dataset_config_name="el" \
 	--output_dir="./" \
 	--overwrite_output_dir \
-	--num_train_epochs="40" \
+	--num_train_epochs="80" \
 	--per_device_train_batch_size="32" \
 	--gradient_accumulation_steps="2" \
 	--learning_rate="5e-5" \
@@ -18,8 +18,8 @@ python run_speech_recognition_ctc.py \
 	--evaluation_strategy="steps" \
 	--text_column_name="sentence" \
 	--length_column_name="input_length" \
-	--save_steps="1000" \
-	--eval_steps="400" \
+	--save_steps="500" \
+	--eval_steps="500" \
 	--layerdrop="0.0" \
 	--save_total_limit="2" \
 	--freeze_feature_encoder \

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}]}

training_args.bin

@@ -1,3 +1,3 @@
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-oid sha256:319739be0b8c57a290a35449f4033858ca110fe3f2f3563987386ce1d776afec
+oid sha256:2cdb010419a9871a35ab482d0abfa3068a8f870c9ba360d2ea0173560ab60642
 size 2991

wandb/debug-internal.log

@@ -1 +1 @@
-run-20220204_152118-2dc06ifr/logs/debug-internal.log
+run-20220204_170031-gzsqxey3/logs/debug-internal.log

wandb/debug.log

@@ -1 +1 @@
-run-20220204_152118-2dc06ifr/logs/debug.log
+run-20220204_170031-gzsqxey3/logs/debug.log

wandb/latest-run

@@ -1 +1 @@
-run-20220204_152118-2dc06ifr
+run-20220204_170031-gzsqxey3

wandb/run-20220204_152118-2dc06ifr/files/output.log

@@ -2129,3 +2129,13 @@ Configuration saved in ./preprocessor_config.json
 Configuration saved in ./checkpoint-2000/config.json
 Model weights saved in ./checkpoint-2000/pytorch_model.bin
 Configuration saved in ./checkpoint-2000/preprocessor_config.json
+Configuration saved in ./preprocessor_config.json
+
+
+
+
+
+
+
+
+

wandb/run-20220204_152118-2dc06ifr/logs/debug-internal.log

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+ 11%|███████                                                         | 499/4560 [23:43<3:19:11,  2.94s/it]
+ 11%|███████                                                         | 500/4560 [23:47<3:44:34,  3.32s/it]The following columns in the evaluation set  don't have a corresponding argument in `Wav2Vec2ForCTC.forward` and have been ignored: input_length.
+***** Running Evaluation *****
+  Num examples = 1681
+  Batch size = 8
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+Configuration saved in ./checkpoint-500/config.json
+{'eval_loss': 3.128021001815796, 'eval_wer': 1.0, 'eval_runtime': 61.7966, 'eval_samples_per_second': 27.202, 'eval_steps_per_second': 3.414, 'epoch': 8.77}
+Model weights saved in ./checkpoint-500/pytorch_model.bin
+Configuration saved in ./checkpoint-500/preprocessor_config.json

wandb/run-20220204_170031-gzsqxey3/files/requirements.txt

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wandb/run-20220204_170031-gzsqxey3/files/wandb-metadata.json

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+    "git": {
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+    "username": "ovh",
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