diff --git a/run.recover.sh b/run.recover.sh
index cb22ddd..1910986 100755
--- a/run.recover.sh
+++ b/run.recover.sh
@@ -5,7 +5,7 @@ WANDB_ENTITY=NbAiLab WANDB_PROJECT=wav2vec2 python run_speech_recognition_ctc.py
--dataset_config_name="16K_mp3_bokmaal" \
--output_dir="./" \
--overwrite_output_dir \
- --num_train_epochs="18" \
+ --num_train_epochs="11" \
--per_device_train_batch_size="16" \
--per_device_eval_batch_size="16" \
--gradient_accumulation_steps="2" \
diff --git a/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0 b/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0
index 97f808c..5e2ec46 100644
--- a/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0
+++ b/runs/Feb07_09-59-22_dante/events.out.tfevents.1644224417.dante.3002729.0
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:e780c588ec22c0b9a1d30c9386f6aeda92a9fe1f0196f71f6b6843e58d91b07a
-size 30053
+oid sha256:5c8717fc73eeff12290f307d9fa63448656e1eb5636086356a037822bc5a4e31
+size 31156
diff --git a/special_tokens_map.json b/special_tokens_map.json
index 9f67b88..ac9d0f5 100644
--- a/special_tokens_map.json
+++ b/special_tokens_map.json
@@ -1 +1 @@
-{"bos_token": "", "eos_token": "", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
\ No newline at end of file
+{"bos_token": "", "eos_token": "", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
\ No newline at end of file
diff --git a/wandb/debug-internal.log b/wandb/debug-internal.log
index ebb26e4..6a98292 120000
--- a/wandb/debug-internal.log
+++ b/wandb/debug-internal.log
@@ -1 +1 @@
-run-20220207_100018-2lxyvusa/logs/debug-internal.log
\ No newline at end of file
+run-20220207_210259-2c5c0c93/logs/debug-internal.log
\ No newline at end of file
diff --git a/wandb/debug.log b/wandb/debug.log
index 7da17c3..df8eb71 120000
--- a/wandb/debug.log
+++ b/wandb/debug.log
@@ -1 +1 @@
-run-20220207_100018-2lxyvusa/logs/debug.log
\ No newline at end of file
+run-20220207_210259-2c5c0c93/logs/debug.log
\ No newline at end of file
diff --git a/wandb/latest-run b/wandb/latest-run
index 97a1950..fc546bc 120000
--- a/wandb/latest-run
+++ b/wandb/latest-run
@@ -1 +1 @@
-run-20220207_100018-2lxyvusa
\ No newline at end of file
+run-20220207_210259-2c5c0c93
\ No newline at end of file
diff --git a/wandb/run-20220207_100018-2lxyvusa/files/config.yaml b/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
index d0570ee..1fe8516 100644
--- a/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
+++ b/wandb/run-20220207_100018-2lxyvusa/files/config.yaml
@@ -4812,7 +4812,15 @@ _wandb:
- 3
- 5
- 11
+ 2:
+ - 1
+ - 2
+ - 3
+ - 5
+ - 11
3:
+ - 1
+ - 7
- 13
4: 3.9.7
5: 0.12.9
diff --git a/wandb/run-20220207_100018-2lxyvusa/files/output.log b/wandb/run-20220207_100018-2lxyvusa/files/output.log
index 6048d07..0dcde81 100644
--- a/wandb/run-20220207_100018-2lxyvusa/files/output.log
+++ b/wandb/run-20220207_100018-2lxyvusa/files/output.log
@@ -13252,3 +13252,582 @@ Deleting older checkpoint [checkpoint-4500] due to args.save_total_limit
0%| | 0/340 [00:00', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '', '_n_gpu': 1, 'mp_parameters': '', 'train_batch_size': 16, 'eval_batch_size': 16}
2022-02-07 10:00:24,567 INFO MainThread:3002729 [wandb_watch.py:watch():43] Watching
+2022-02-07 20:47:55,621 INFO MainThread:3002729 [wandb_run.py:_atexit_cleanup():1780] got exitcode: 1
+2022-02-07 20:47:55,624 INFO MainThread:3002729 [wandb_run.py:_restore():1752] restore
+2022-02-07 20:47:57,786 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 1
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 35304
+ total_bytes: 35304
+}
+
+2022-02-07 20:47:57,948 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 1
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 35304
+ total_bytes: 35304
+}
+
+2022-02-07 20:47:58,686 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 1
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 35304
+ total_bytes: 35304
+}
+
+2022-02-07 20:47:59,624 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 35304
+ total_bytes: 4362102
+}
+
+2022-02-07 20:47:59,727 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 35304
+ total_bytes: 4362102
+}
+
+2022-02-07 20:47:59,829 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 35304
+ total_bytes: 4362102
+}
+
+2022-02-07 20:47:59,932 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 35304
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,034 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 672528
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,137 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 3126251
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,239 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,341 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,444 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,546 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,649 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,751 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:00,854 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:02,244 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+
+2022-02-07 20:48:02,828 INFO MainThread:3002729 [wandb_run.py:_wait_for_finish():1912] got exit ret: done: true
+exit_result {
+}
+file_counts {
+ wandb_count: 6
+ other_count: 1
+}
+pusher_stats {
+ uploaded_bytes: 4362102
+ total_bytes: 4362102
+}
+local_info {
+}
+
+2022-02-07 20:48:04,247 INFO MainThread:3002729 [wandb_run.py:_append_history():2130] rendering history
+2022-02-07 20:48:04,249 INFO MainThread:3002729 [wandb_run.py:_append_summary():2085] rendering summary
+2022-02-07 20:48:04,250 INFO MainThread:3002729 [wandb_run.py:_append_files():2180] logging synced files
diff --git a/wandb/run-20220207_100018-2lxyvusa/run-2lxyvusa.wandb b/wandb/run-20220207_100018-2lxyvusa/run-2lxyvusa.wandb
index b40e4e4..6a5da6c 100644
--- a/wandb/run-20220207_100018-2lxyvusa/run-2lxyvusa.wandb
+++ b/wandb/run-20220207_100018-2lxyvusa/run-2lxyvusa.wandb
@@ -1,3 +1,3 @@
version https://git-lfs.github.com/spec/v1
-oid sha256:40c91b6a5a818b62b0ac8783f2400e71497b70940ef2b53277003bbf21dc62aa
-size 82619800
+oid sha256:78cbf3cf096803acfe3fae66ef4ff9de66cd71e7d1c9a466f75ae088e556059c
+size 87079369