Training in progress, step 500

.gitattributes

@@ -49,3 +49,7 @@ wandb/run-20220301_221232-283qa50u/run-283qa50u.wandb filter=lfs diff=lfs merge=
 wandb/run-20220302_000300-2ebwk6gp/run-2ebwk6gp.wandb filter=lfs diff=lfs merge=lfs -text
 wandb/run-20220302_021624-vszekdxg/run-vszekdxg.wandb filter=lfs diff=lfs merge=lfs -text
 wandb/run-20220302_041332-j5suzd56/run-j5suzd56.wandb filter=lfs diff=lfs merge=lfs -text
+wandb/run-20220302_055556-ymuc7hv0/run-ymuc7hv0.wandb filter=lfs diff=lfs merge=lfs -text
+wandb/run-20220302_063647-bmivw6vv/run-bmivw6vv.wandb filter=lfs diff=lfs merge=lfs -text
+wandb/run-20220302_074637-35y19oi2/run-35y19oi2.wandb filter=lfs diff=lfs merge=lfs -text
+wandb/run-20220302_085255-16llzpbl/run-16llzpbl.wandb filter=lfs diff=lfs merge=lfs -text

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:ab594e46112a0b3b6c97a2155d0861551020f73b9f2d0f1ce90b232f7eda2e16
+oid sha256:0231e55487797a42f7a98c2d31b1c557e54ded159d58fb491feed454bb814029
 size 3210531882

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:e5296214d28c5e8d2d279dbf83f78ee85351aa888d0629a8d317f53222766206
+oid sha256:2cda31eca71861bfef1fdefa9727c0c3604b9d1cb42ab0a0a66a5b41235b287f
 size 3119

wandb/debug-internal.log

@@ -1 +1 @@
-run-20220302_041332-j5suzd56/logs/debug-internal.log
+run-20220302_085255-16llzpbl/logs/debug-internal.log

wandb/debug.log

@@ -1 +1 @@
-run-20220302_041332-j5suzd56/logs/debug.log
+run-20220302_085255-16llzpbl/logs/debug.log

wandb/latest-run

@@ -1 +1 @@
-run-20220302_041332-j5suzd56
+run-20220302_085255-16llzpbl

wandb/run-20220302_041332-j5suzd56/files/config.yaml

@@ -10673,7 +10673,14 @@ _wandb:
       - 1
       - 5
       - 11
+      2:
+      - 1
+      - 5
+      - 11
+      - 12
       3:
+      - 1
+      - 7
       - 13
       4: 3.9.5
       5: 0.12.10

wandb/run-20220302_041332-j5suzd56/files/output.log

@@ -2787,3 +2787,10 @@ Upload file wandb/run-20220302_041332-j5suzd56/run-j5suzd56.wandb:  42%|██
   eval_samples_per_second =      2.812
   eval_steps_per_second   =      0.235
 [INFO|modeling_utils.py:1081] 2022-03-02 05:53:57,022 >> Model weights saved in ./pytorch_model.bin:06<08:59,  2.47s/it] argument in `SpeechEncoderDecoderModel.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.
+Upload file wandb/run-20220302_041332-j5suzd56/run-j5suzd56.wandb:  50%|█████▍     | 17.2M/34.7M [00:01<00:01, 18.0MB/s] argument in `SpeechEncoderDecoderModel.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.
+Upload file wandb/run-20220302_041332-j5suzd56/run-j5suzd56.wandb: 100%|███████████| 34.7M/34.7M [00:03<00:00, 12.1MB/s] argument in `SpeechEncoderDecoderModel.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.
+Upload file wandb/run-20220302_041332-j5suzd56/run-j5suzd56.wandb: 100%|███████████| 34.7M/34.7M [00:03<00:00, 12.1MB/s] argument in `SpeechEncoderDecoderModel.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.
+03/02/2022 05:54:26 - WARNING - huggingface_hub.repository - To https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search
+    return ModelInfo(**d)f.finetuned_from)formers/src/transformers/modelcard.py", line 611, in from_trainercard31, in mainule>ent in `SpeechEncoderDecoderModel.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.
+    return ModelInfo(**d)f.finetuned_from)formers/src/transformers/modelcard.py", line 611, in from_trainercard31, in mainule>ent in `SpeechEncoderDecoderModel.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.
+    return ModelInfo(**d)f.finetuned_from)formers/src/transformers/modelcard.py", line 611, in from_trainercard31, in mainule>ent in `SpeechEncoderDecoderModel.forward` and have been ignored: input_length. If input_length are not expected by `SpeechEncoderDecoderModel.forward`,  you can safely ignore this message.

wandb/run-20220302_041332-j5suzd56/logs/debug-internal.log

@@ -7502,3 +7502,117 @@
 2022-03-02 05:54:18,049 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: stop_status
 2022-03-02 05:54:18,049 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: stop_status
 2022-03-02 05:54:18,804 DEBUG   SenderThread:252447 [sender.py:send():235] send: stats
+2022-03-02 05:54:26,927 INFO    Thread-8  :252447 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/output.log
+2022-03-02 05:54:28,928 INFO    Thread-8  :252447 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/output.log
+2022-03-02 05:54:32,833 DEBUG   SenderThread:252447 [sender.py:send():235] send: telemetry
+2022-03-02 05:54:32,834 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:32,834 DEBUG   SenderThread:252447 [sender.py:send():235] send: exit
+2022-03-02 05:54:32,834 INFO    SenderThread:252447 [sender.py:send_exit():371] handling exit code: 1
+2022-03-02 05:54:32,834 INFO    SenderThread:252447 [sender.py:send_exit():373] handling runtime: 6059
+2022-03-02 05:54:32,887 INFO    SenderThread:252447 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 05:54:32,888 INFO    SenderThread:252447 [sender.py:send_exit():379] send defer
+2022-03-02 05:54:32,888 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:32,888 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:32,889 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 0
+2022-03-02 05:54:32,889 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:32,889 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 0
+2022-03-02 05:54:32,889 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 1
+2022-03-02 05:54:32,889 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:32,889 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 1
+2022-03-02 05:54:32,929 INFO    Thread-8  :252447 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/wandb-summary.json
+2022-03-02 05:54:32,929 INFO    Thread-8  :252447 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/output.log
+2022-03-02 05:54:33,004 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:33,005 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:33,005 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 1
+2022-03-02 05:54:33,005 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 2
+2022-03-02 05:54:33,005 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:33,005 DEBUG   SenderThread:252447 [sender.py:send():235] send: stats
+2022-03-02 05:54:33,006 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:33,006 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 2
+2022-03-02 05:54:33,007 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:33,007 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 2
+2022-03-02 05:54:33,007 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 3
+2022-03-02 05:54:33,007 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:33,007 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 3
+2022-03-02 05:54:33,067 DEBUG   SenderThread:252447 [sender.py:send():235] send: summary
+2022-03-02 05:54:33,133 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:33,195 INFO    SenderThread:252447 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 05:54:33,195 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:33,195 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 3
+2022-03-02 05:54:33,195 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 4
+2022-03-02 05:54:33,195 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:33,196 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:33,196 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 4
+2022-03-02 05:54:33,196 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:33,196 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 4
+2022-03-02 05:54:33,297 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:33,982 INFO    Thread-8  :252447 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/wandb-summary.json
+2022-03-02 05:54:33,983 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 5
+2022-03-02 05:54:33,983 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:33,984 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:33,984 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 5
+2022-03-02 05:54:33,984 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:33,984 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 5
+2022-03-02 05:54:33,984 INFO    SenderThread:252447 [dir_watcher.py:finish():283] shutting down directory watcher
+2022-03-02 05:54:34,085 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:34,982 INFO    Thread-8  :252447 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/config.yaml
+2022-03-02 05:54:34,983 INFO    SenderThread:252447 [dir_watcher.py:finish():313] scan: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files
+2022-03-02 05:54:34,983 INFO    SenderThread:252447 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/wandb-metadata.json wandb-metadata.json
+2022-03-02 05:54:34,983 INFO    SenderThread:252447 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/output.log output.log
+2022-03-02 05:54:34,983 INFO    SenderThread:252447 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/wandb-summary.json wandb-summary.json
+2022-03-02 05:54:34,984 INFO    SenderThread:252447 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/requirements.txt requirements.txt
+2022-03-02 05:54:34,984 INFO    SenderThread:252447 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/config.yaml config.yaml
+2022-03-02 05:54:34,984 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 6
+2022-03-02 05:54:34,984 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:34,990 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:34,991 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 6
+2022-03-02 05:54:34,994 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:34,994 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 6
+2022-03-02 05:54:34,994 INFO    SenderThread:252447 [file_pusher.py:finish():177] shutting down file pusher
+2022-03-02 05:54:35,093 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:35,095 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:35,196 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:35,196 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:35,288 INFO    Thread-12 :252447 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/output.log
+2022-03-02 05:54:35,298 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:35,298 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:35,328 INFO    Thread-14 :252447 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/requirements.txt
+2022-03-02 05:54:35,336 INFO    Thread-13 :252447 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/wandb-summary.json
+2022-03-02 05:54:35,399 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:35,399 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:35,416 INFO    Thread-15 :252447 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/files/config.yaml
+2022-03-02 05:54:35,501 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:35,501 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:35,602 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:35,602 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:35,617 INFO    Thread-7  :252447 [sender.py:transition_state():392] send defer: 7
+2022-03-02 05:54:35,617 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:35,617 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 7
+2022-03-02 05:54:35,618 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:35,618 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 7
+2022-03-02 05:54:35,703 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:36,916 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 8
+2022-03-02 05:54:36,916 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:36,917 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:36,917 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 8
+2022-03-02 05:54:36,917 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:36,917 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 8
+2022-03-02 05:54:36,917 INFO    SenderThread:252447 [sender.py:transition_state():392] send defer: 9
+2022-03-02 05:54:36,918 DEBUG   SenderThread:252447 [sender.py:send():235] send: final
+2022-03-02 05:54:36,919 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 05:54:36,920 DEBUG   SenderThread:252447 [sender.py:send():235] send: footer
+2022-03-02 05:54:36,920 INFO    HandlerThread:252447 [handler.py:handle_request_defer():154] handle defer: 9
+2022-03-02 05:54:36,920 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: defer
+2022-03-02 05:54:36,920 INFO    SenderThread:252447 [sender.py:send_request_defer():388] handle sender defer: 9
+2022-03-02 05:54:37,018 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 05:54:37,018 DEBUG   SenderThread:252447 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 05:54:37,018 INFO    SenderThread:252447 [file_pusher.py:join():182] waiting for file pusher
+2022-03-02 05:54:37,081 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: get_summary
+2022-03-02 05:54:37,184 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: sampled_history
+2022-03-02 05:54:37,187 DEBUG   HandlerThread:252447 [handler.py:handle_request():131] handle_request: shutdown
+2022-03-02 05:54:37,187 INFO    HandlerThread:252447 [handler.py:finish():739] shutting down handler
+2022-03-02 05:54:37,919 INFO    WriterThread:252447 [datastore.py:close():281] close: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_041332-j5suzd56/run-j5suzd56.wandb
+2022-03-02 05:54:38,080 INFO    SenderThread:252447 [sender.py:finish():1075] shutting down sender
+2022-03-02 05:54:38,080 INFO    SenderThread:252447 [file_pusher.py:finish():177] shutting down file pusher
+2022-03-02 05:54:38,080 INFO    SenderThread:252447 [file_pusher.py:join():182] waiting for file pusher
+2022-03-02 05:54:38,087 INFO    MainThread:252447 [internal.py:handle_exit():79] Internal process exited

wandb/run-20220302_041332-j5suzd56/logs/debug.log

@@ -25,3 +25,117 @@ config: {}
 2022-03-02 04:13:33,866 INFO    MainThread:252348 [wandb_init.py:init():651] run started, returning control to user process
 2022-03-02 04:13:33,868 INFO    MainThread:252348 [wandb_run.py:_config_callback():966] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'torch.float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': False, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 50, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['SpeechEncoderDecoderModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 50256, 'eos_token_id': 50256, 'sep_token_id': None, 'decoder_start_token_id': 50256, 'task_specific_params': None, 'problem_type': None, '_name_or_path': './', 'transformers_version': None, 'decoder': {'vocab_size': 50257, 'n_positions': 1024, 'n_embd': 1024, 'n_layer': 24, 'n_head': 16, 'n_inner': None, 'activation_function': 'gelu_new', 'resid_pdrop': 0.0, 'embd_pdrop': 0.0, 'attn_pdrop': 0.0, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'summary_type': 'cls_index', 'summary_use_proj': True, 'summary_activation': None, 'summary_first_dropout': 0.0, 'summary_proj_to_labels': True, 'scale_attn_weights': True, 'use_cache': False, 'scale_attn_by_inverse_layer_idx': False, 'reorder_and_upcast_attn': False, 'bos_token_id': 50256, 'eos_token_id': 50256, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': True, 'cross_attention_hidden_size': None, 'add_cross_attention': True, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['GPT2LMHeadModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': {'text-generation': {'do_sample': True, 'max_length': 50}}, 'problem_type': None, '_name_or_path': 'gpt2-medium', 'transformers_version': '4.17.0.dev0', 'n_ctx': 1024, 'n_special': 0, 'predict_special_tokens': True, 'model_type': 'gpt2'}, 'encoder': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-large-lv60', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'gradient_checkpointing': False, 'hidden_dropout_prob': 0.0, 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'feat_proj_dropout': 0.0, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 32, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': False, 'mask_time_prob': 0.0, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.0, 'mask_feature_length': 10, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 768, 'proj_codevector_dim': 768, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'sum', 'ctc_zero_infinity': False, 'add_adapter': True, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1024, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'model_type': 'wav2vec2'}, 'model_type': 'speech-encoder-decoder', 'processor_class': 'Wav2Vec2Processor', 'use_cache': False, 'output_dir': './', 'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 12, 'per_device_eval_batch_size': 12, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 8, 'eval_accumulation_steps': 'None', 'learning_rate': 0.0001, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 500, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Mar02_04-12-50_sanchit--v100', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 1, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 1, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': False, 'metric_for_best_model': 'None', 'greater_is_better': 'None', 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': 40, 'generation_num_beams': 1, 'train_batch_size': 12, 'eval_batch_size': 12}
 2022-03-02 04:13:33,872 INFO    MainThread:252348 [wandb_watch.py:watch():43] Watching
+2022-03-02 05:54:30,324 INFO    MainThread:252348 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
+2022-03-02 05:54:30,327 INFO    MainThread:252348 [wandb_run.py:_restore():1769] restore
+2022-03-02 05:54:32,889 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 05:54:33,006 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 05:54:33,196 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 05:54:33,984 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 05:54:34,991 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 3
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2391419
+}
+
+2022-03-02 05:54:35,095 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 914810
+  total_bytes: 2692823
+}
+
+2022-03-02 05:54:35,197 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2692823
+  total_bytes: 2692823
+}
+
+2022-03-02 05:54:35,298 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2692823
+  total_bytes: 2692823
+}
+
+2022-03-02 05:54:35,400 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2692823
+  total_bytes: 2692823
+}
+
+2022-03-02 05:54:35,501 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2692823
+  total_bytes: 2692823
+}
+
+2022-03-02 05:54:35,603 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2692823
+  total_bytes: 2692823
+}
+
+2022-03-02 05:54:36,917 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2692823
+  total_bytes: 2692823
+}
+
+2022-03-02 05:54:37,080 INFO    MainThread:252348 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
+exit_result {
+}
+file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2692823
+  total_bytes: 2692823
+}
+local_info {
+}
+
+2022-03-02 05:54:38,224 INFO    MainThread:252348 [wandb_run.py:_append_history():2144] rendering history
+2022-03-02 05:54:38,225 INFO    MainThread:252348 [wandb_run.py:_append_summary():2102] rendering summary
+2022-03-02 05:54:38,225 INFO    MainThread:252348 [wandb_run.py:_append_files():2194] logging synced files

wandb/run-20220302_041332-j5suzd56/run-j5suzd56.wandb

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:229bc5195c54ed39017b8e9aa44f1db2dd40c9060bf0579751030f07deb5b4d1
-size 36421026
+oid sha256:1d110957484b68080ee103fb92c345f9656f34b2deb75d1df2b764632ebaf12a
+size 37940125

wandb/run-20220302_055556-ymuc7hv0/files/requirements.txt

@@ -0,0 +1,184 @@
+absl-py==1.0.0
+aiohttp==3.8.1
+aiosignal==1.2.0
+anyio==3.5.0
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==21.3.0
+asttokens==2.0.5
+async-timeout==4.0.2
+attrs==21.4.0
+audioread==2.1.9
+babel==2.9.1
+backcall==0.2.0
+bitsandbytes-cuda113==0.26.0
+black==22.1.0
+bleach==4.1.0
+cachetools==5.0.0
+certifi==2021.10.8
+cffi==1.15.0
+charset-normalizer==2.0.11
+chex==0.1.0
+click==8.0.3
+clldutils==3.10.1
+colorlog==6.6.0
+csvw==1.11.0
+cycler==0.11.0
+datasets==1.18.3
+debugpy==1.5.1
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.4
+dlinfo==1.2.1
+dm-tree==0.1.6
+docker-pycreds==0.4.0
+entrypoints==0.4
+executing==0.8.2
+filelock==3.4.2
+flatbuffers==2.0
+flax==0.4.0
+fonttools==4.29.1
+frozenlist==1.3.0
+fsspec==2022.1.0
+gitdb==4.0.9
+gitpython==3.1.27
+google-auth-oauthlib==0.4.6
+google-auth==2.6.0
+grpcio==1.43.0
+huggingface-hub==0.4.0
+hypothesis==6.36.1
+idna==3.3
+importlib-metadata==4.10.1
+ipykernel==6.8.0
+ipython-genutils==0.2.0
+ipython==8.0.1
+ipywidgets==7.6.5
+isodate==0.6.1
+jax==0.2.28
+jaxlib==0.1.76+cuda11.cudnn82
+jedi==0.18.1
+jinja2==3.0.3
+jiwer==2.3.0
+joblib==1.1.0
+json5==0.9.6
+jsonschema==4.4.0
+jupyter-client==7.1.2
+jupyter-console==6.4.0
+jupyter-core==4.9.1
+jupyter-server==1.13.5
+jupyter==1.0.0
+jupyterlab-pygments==0.1.2
+jupyterlab-server==2.10.3
+jupyterlab-widgets==1.0.2
+jupyterlab==3.2.9
+kiwisolver==1.3.2
+librosa==0.8.1
+llvmlite==0.38.0
+markdown==3.3.6
+markupsafe==2.0.1
+matplotlib-inline==0.1.3
+matplotlib==3.5.1
+mistune==0.8.4
+msgpack==1.0.3
+multidict==6.0.2
+multiprocess==0.70.12.2
+mypy-extensions==0.4.3
+nbclassic==0.3.5
+nbclient==0.5.10
+nbconvert==6.4.1
+nbformat==5.1.3
+nest-asyncio==1.5.4
+notebook==6.4.8
+numba==0.55.1
+numpy==1.21.5
+oauthlib==3.2.0
+opt-einsum==3.3.0
+optax==0.1.0
+packaging==21.3
+pandas==1.4.0
+pandocfilters==1.5.0
+parso==0.8.3
+pathspec==0.9.0
+pathtools==0.1.2
+pexpect==4.8.0
+phonemizer==3.0.1
+pickleshare==0.7.5
+pillow==9.0.0
+pip==22.0.2
+pkg-resources==0.0.0
+platformdirs==2.4.1
+pooch==1.6.0
+prometheus-client==0.13.1
+promise==2.3
+prompt-toolkit==3.0.26
+protobuf==3.19.4
+psutil==5.9.0
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==6.0.1
+pyasn1-modules==0.2.8
+pyasn1==0.4.8
+pycparser==2.21
+pyctcdecode==0.3.0
+pygments==2.11.2
+pygtrie==2.4.2
+pyparsing==3.0.7
+pyrsistent==0.18.1
+python-dateutil==2.8.2
+python-levenshtein==0.12.2
+pytz==2021.3
+pyyaml==6.0
+pyzmq==22.3.0
+qtconsole==5.2.2
+qtpy==2.0.1
+regex==2022.1.18
+requests-oauthlib==1.3.1
+requests==2.27.1
+resampy==0.2.2
+rfc3986==2.0.0
+rsa==4.8
+sacremoses==0.0.47
+scikit-learn==1.0.2
+scipy==1.7.3
+segments==2.2.0
+send2trash==1.8.0
+sentry-sdk==1.5.6
+setuptools==44.1.1
+shortuuid==1.0.8
+six==1.16.0
+smmap==5.0.0
+sniffio==1.2.0
+sortedcontainers==2.4.0
+soundfile==0.10.3.post1
+stack-data==0.1.4
+tabulate==0.8.9
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.8.0
+termcolor==1.1.0
+terminado==0.13.1
+testpath==0.5.0
+threadpoolctl==3.1.0
+tokenizers==0.11.4
+tomli==2.0.0
+toolz==0.11.2
+torch==1.10.2+cu113
+torchaudio==0.10.2+cu113
+tornado==6.1
+tqdm==4.62.3
+traitlets==5.1.1
+transformers==4.17.0.dev0
+typing-extensions==3.10.0.2
+uritemplate==4.1.1
+urllib3==1.26.8
+wandb==0.12.10
+wcwidth==0.2.5
+webencodings==0.5.1
+websocket-client==1.2.3
+werkzeug==2.0.2
+wheel==0.37.1
+widgetsnbextension==3.5.2
+xxhash==2.0.2
+yarl==1.7.2
+yaspin==2.1.0
+zipp==3.7.0

wandb/run-20220302_055556-ymuc7hv0/files/wandb-metadata.json

@@ -0,0 +1,60 @@
+{
+    "os": "Linux-5.11.0-1028-gcp-x86_64-with-glibc2.33",
+    "python": "3.9.5",
+    "heartbeatAt": "2022-03-02T05:55:57.281359",
+    "startedAt": "2022-03-02T05:55:56.178653",
+    "docker": null,
+    "gpu": "Tesla V100-SXM2-16GB",
+    "gpu_count": 2,
+    "cpu_count": 16,
+    "cuda": null,
+    "args": [
+        "--dataset_name=librispeech_asr",
+        "--model_name_or_path=./",
+        "--tokenizer_name=./",
+        "--dataset_config_name=clean",
+        "--train_split_name=train.100",
+        "--eval_split_name=validation",
+        "--output_dir=./",
+        "--preprocessing_num_workers=1",
+        "--length_column_name=input_length",
+        "--overwrite_output_dir",
+        "--num_train_epochs=1",
+        "--per_device_train_batch_size=14",
+        "--per_device_eval_batch_size=14",
+        "--gradient_accumulation_steps=2",
+        "--generation_max_length=40",
+        "--generation_num_beams=1",
+        "--learning_rate=1e-4",
+        "--warmup_steps=500",
+        "--evaluation_strategy=steps",
+        "--text_column_name=text",
+        "--save_steps=500",
+        "--eval_steps=500",
+        "--logging_steps=1",
+        "--save_total_limit=1",
+        "--freeze_feature_encoder",
+        "--gradient_checkpointing",
+        "--fp16",
+        "--group_by_length",
+        "--predict_with_generate",
+        "--do_lower_case",
+        "--do_train",
+        "--do_eval",
+        "--report_to=wandb",
+        "--push_to_hub",
+        "--use_auth_token"
+    ],
+    "state": "running",
+    "program": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py",
+    "codePath": "run_speech_recognition_seq2seq.py",
+    "git": {
+        "remote": "https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search",
+        "commit": "622e8b594e8af8169be8cfe538228e49ae08c59d"
+    },
+    "email": "sanchit@huggingface.co",
+    "root": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search",
+    "host": "sanchit--v100",
+    "username": "sanchit_huggingface_co",
+    "executable": "/home/sanchit_huggingface_co/gcp/bin/python"
+}

wandb/run-20220302_055556-ymuc7hv0/logs/debug.log

@@ -0,0 +1,125 @@
+2022-03-02 05:55:56,180 INFO    MainThread:253209 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/.config/wandb/settings
+2022-03-02 05:55:56,180 INFO    MainThread:253209 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/settings
+2022-03-02 05:55:56,180 INFO    MainThread:253209 [wandb_setup.py:_flush():75] Loading settings from environment variables: {}
+2022-03-02 05:55:56,180 INFO    MainThread:253209 [wandb_setup.py:_flush():75] Inferring run settings from compute environment: {'program_relpath': 'run_speech_recognition_seq2seq.py', 'program': '/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py'}
+2022-03-02 05:55:56,180 INFO    MainThread:253209 [wandb_init.py:_log_setup():386] Logging user logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_055556-ymuc7hv0/logs/debug.log
+2022-03-02 05:55:56,180 INFO    MainThread:253209 [wandb_init.py:_log_setup():387] Logging internal logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_055556-ymuc7hv0/logs/debug-internal.log
+2022-03-02 05:55:56,180 INFO    MainThread:253209 [wandb_init.py:init():420] calling init triggers
+2022-03-02 05:55:56,181 INFO    MainThread:253209 [wandb_init.py:init():425] wandb.init called with sweep_config: {}
+config: {}
+2022-03-02 05:55:56,181 INFO    MainThread:253209 [wandb_init.py:init():471] starting backend
+2022-03-02 05:55:56,181 INFO    MainThread:253209 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
+2022-03-02 05:55:56,237 INFO    MainThread:253209 [backend.py:ensure_launched():219] starting backend process...
+2022-03-02 05:55:56,292 INFO    MainThread:253209 [backend.py:ensure_launched():224] started backend process with pid: 253308
+2022-03-02 05:55:56,294 INFO    MainThread:253209 [wandb_init.py:init():480] backend started and connected
+2022-03-02 05:55:56,304 INFO    MainThread:253209 [wandb_init.py:init():550] updated telemetry
+2022-03-02 05:55:56,436 INFO    MainThread:253209 [wandb_init.py:init():581] communicating current version
+2022-03-02 05:55:57,175 INFO    MainThread:253209 [wandb_init.py:init():586] got version response upgrade_message: "wandb version 0.12.11 is available!  To upgrade, please run:\n $ pip install wandb --upgrade"
+
+2022-03-02 05:55:57,176 INFO    MainThread:253209 [wandb_init.py:init():596] communicating run to backend with 30 second timeout
+2022-03-02 05:55:57,276 INFO    MainThread:253209 [wandb_init.py:init():624] starting run threads in backend
+2022-03-02 05:55:57,386 INFO    MainThread:253209 [wandb_run.py:_console_start():1827] atexit reg
+2022-03-02 05:55:57,386 INFO    MainThread:253209 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT
+2022-03-02 05:55:57,387 INFO    MainThread:253209 [wandb_run.py:_redirect():1706] Redirecting console.
+2022-03-02 05:55:57,388 INFO    MainThread:253209 [wandb_run.py:_redirect():1762] Redirects installed.
+2022-03-02 05:55:57,389 INFO    MainThread:253209 [wandb_init.py:init():651] run started, returning control to user process
+2022-03-02 05:55:57,391 INFO    MainThread:253209 [wandb_run.py:_config_callback():966] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'torch.float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': False, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 50, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['SpeechEncoderDecoderModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 50256, 'eos_token_id': 50256, 'sep_token_id': None, 'decoder_start_token_id': 50256, 'task_specific_params': None, 'problem_type': None, '_name_or_path': './', 'transformers_version': None, 'decoder': {'vocab_size': 50257, 'n_positions': 1024, 'n_embd': 1024, 'n_layer': 24, 'n_head': 16, 'n_inner': None, 'activation_function': 'gelu_new', 'resid_pdrop': 0.0, 'embd_pdrop': 0.0, 'attn_pdrop': 0.0, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'summary_type': 'cls_index', 'summary_use_proj': True, 'summary_activation': None, 'summary_first_dropout': 0.0, 'summary_proj_to_labels': True, 'scale_attn_weights': True, 'use_cache': False, 'scale_attn_by_inverse_layer_idx': False, 'reorder_and_upcast_attn': False, 'bos_token_id': 50256, 'eos_token_id': 50256, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': True, 'cross_attention_hidden_size': None, 'add_cross_attention': True, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['GPT2LMHeadModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': {'text-generation': {'do_sample': True, 'max_length': 50}}, 'problem_type': None, '_name_or_path': 'gpt2-medium', 'transformers_version': '4.17.0.dev0', 'n_ctx': 1024, 'n_special': 0, 'predict_special_tokens': True, 'model_type': 'gpt2'}, 'encoder': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-large-lv60', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'gradient_checkpointing': False, 'hidden_dropout_prob': 0.0, 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'feat_proj_dropout': 0.0, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 32, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': False, 'mask_time_prob': 0.0, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.0, 'mask_feature_length': 10, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 768, 'proj_codevector_dim': 768, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'sum', 'ctc_zero_infinity': False, 'add_adapter': True, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1024, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'model_type': 'wav2vec2'}, 'model_type': 'speech-encoder-decoder', 'processor_class': 'Wav2Vec2Processor', 'use_cache': False, 'output_dir': './', 'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 14, 'per_device_eval_batch_size': 14, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': 'None', 'learning_rate': 0.0001, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 500, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Mar02_05-55-14_sanchit--v100', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 1, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 1, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': False, 'metric_for_best_model': 'None', 'greater_is_better': 'None', 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': 40, 'generation_num_beams': 1, 'train_batch_size': 14, 'eval_batch_size': 14}
+2022-03-02 05:55:57,394 INFO    MainThread:253209 [wandb_watch.py:watch():43] Watching
+2022-03-02 06:35:23,000 INFO    MainThread:253209 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
+2022-03-02 06:35:23,001 INFO    MainThread:253209 [wandb_run.py:_restore():1769] restore
+2022-03-02 06:35:25,887 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 06:35:26,060 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 06:35:26,883 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 06:35:27,673 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 4
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 1796625
+}
+
+2022-03-02 06:35:27,776 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 360250
+  total_bytes: 2094199
+}
+
+2022-03-02 06:35:27,878 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2094199
+  total_bytes: 2094199
+}
+
+2022-03-02 06:35:27,980 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2094199
+  total_bytes: 2094199
+}
+
+2022-03-02 06:35:28,081 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2094199
+  total_bytes: 2094199
+}
+
+2022-03-02 06:35:28,183 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2094199
+  total_bytes: 2094199
+}
+
+2022-03-02 06:35:29,490 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2094199
+  total_bytes: 2094199
+}
+
+2022-03-02 06:35:29,647 INFO    MainThread:253209 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
+exit_result {
+}
+file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2094199
+  total_bytes: 2094199
+}
+local_info {
+}
+
+2022-03-02 06:35:30,792 INFO    MainThread:253209 [wandb_run.py:_append_history():2144] rendering history
+2022-03-02 06:35:30,792 INFO    MainThread:253209 [wandb_run.py:_append_summary():2102] rendering summary
+2022-03-02 06:35:30,793 INFO    MainThread:253209 [wandb_run.py:_append_files():2194] logging synced files

wandb/run-20220302_055556-ymuc7hv0/run-ymuc7hv0.wandb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f7d9238c321667ddae0d1b24fc1a82ac5c8fc5729064808fc88ea560fe53eb29
+size 17128618

wandb/run-20220302_063647-bmivw6vv/files/requirements.txt

@@ -0,0 +1,184 @@
+absl-py==1.0.0
+aiohttp==3.8.1
+aiosignal==1.2.0
+anyio==3.5.0
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==21.3.0
+asttokens==2.0.5
+async-timeout==4.0.2
+attrs==21.4.0
+audioread==2.1.9
+babel==2.9.1
+backcall==0.2.0
+bitsandbytes-cuda113==0.26.0
+black==22.1.0
+bleach==4.1.0
+cachetools==5.0.0
+certifi==2021.10.8
+cffi==1.15.0
+charset-normalizer==2.0.11
+chex==0.1.0
+click==8.0.3
+clldutils==3.10.1
+colorlog==6.6.0
+csvw==1.11.0
+cycler==0.11.0
+datasets==1.18.3
+debugpy==1.5.1
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.4
+dlinfo==1.2.1
+dm-tree==0.1.6
+docker-pycreds==0.4.0
+entrypoints==0.4
+executing==0.8.2
+filelock==3.4.2
+flatbuffers==2.0
+flax==0.4.0
+fonttools==4.29.1
+frozenlist==1.3.0
+fsspec==2022.1.0
+gitdb==4.0.9
+gitpython==3.1.27
+google-auth-oauthlib==0.4.6
+google-auth==2.6.0
+grpcio==1.43.0
+huggingface-hub==0.4.0
+hypothesis==6.36.1
+idna==3.3
+importlib-metadata==4.10.1
+ipykernel==6.8.0
+ipython-genutils==0.2.0
+ipython==8.0.1
+ipywidgets==7.6.5
+isodate==0.6.1
+jax==0.2.28
+jaxlib==0.1.76+cuda11.cudnn82
+jedi==0.18.1
+jinja2==3.0.3
+jiwer==2.3.0
+joblib==1.1.0
+json5==0.9.6
+jsonschema==4.4.0
+jupyter-client==7.1.2
+jupyter-console==6.4.0
+jupyter-core==4.9.1
+jupyter-server==1.13.5
+jupyter==1.0.0
+jupyterlab-pygments==0.1.2
+jupyterlab-server==2.10.3
+jupyterlab-widgets==1.0.2
+jupyterlab==3.2.9
+kiwisolver==1.3.2
+librosa==0.8.1
+llvmlite==0.38.0
+markdown==3.3.6
+markupsafe==2.0.1
+matplotlib-inline==0.1.3
+matplotlib==3.5.1
+mistune==0.8.4
+msgpack==1.0.3
+multidict==6.0.2
+multiprocess==0.70.12.2
+mypy-extensions==0.4.3
+nbclassic==0.3.5
+nbclient==0.5.10
+nbconvert==6.4.1
+nbformat==5.1.3
+nest-asyncio==1.5.4
+notebook==6.4.8
+numba==0.55.1
+numpy==1.21.5
+oauthlib==3.2.0
+opt-einsum==3.3.0
+optax==0.1.0
+packaging==21.3
+pandas==1.4.0
+pandocfilters==1.5.0
+parso==0.8.3
+pathspec==0.9.0
+pathtools==0.1.2
+pexpect==4.8.0
+phonemizer==3.0.1
+pickleshare==0.7.5
+pillow==9.0.0
+pip==22.0.2
+pkg-resources==0.0.0
+platformdirs==2.4.1
+pooch==1.6.0
+prometheus-client==0.13.1
+promise==2.3
+prompt-toolkit==3.0.26
+protobuf==3.19.4
+psutil==5.9.0
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==6.0.1
+pyasn1-modules==0.2.8
+pyasn1==0.4.8
+pycparser==2.21
+pyctcdecode==0.3.0
+pygments==2.11.2
+pygtrie==2.4.2
+pyparsing==3.0.7
+pyrsistent==0.18.1
+python-dateutil==2.8.2
+python-levenshtein==0.12.2
+pytz==2021.3
+pyyaml==6.0
+pyzmq==22.3.0
+qtconsole==5.2.2
+qtpy==2.0.1
+regex==2022.1.18
+requests-oauthlib==1.3.1
+requests==2.27.1
+resampy==0.2.2
+rfc3986==2.0.0
+rsa==4.8
+sacremoses==0.0.47
+scikit-learn==1.0.2
+scipy==1.7.3
+segments==2.2.0
+send2trash==1.8.0
+sentry-sdk==1.5.6
+setuptools==44.1.1
+shortuuid==1.0.8
+six==1.16.0
+smmap==5.0.0
+sniffio==1.2.0
+sortedcontainers==2.4.0
+soundfile==0.10.3.post1
+stack-data==0.1.4
+tabulate==0.8.9
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.8.0
+termcolor==1.1.0
+terminado==0.13.1
+testpath==0.5.0
+threadpoolctl==3.1.0
+tokenizers==0.11.4
+tomli==2.0.0
+toolz==0.11.2
+torch==1.10.2+cu113
+torchaudio==0.10.2+cu113
+tornado==6.1
+tqdm==4.62.3
+traitlets==5.1.1
+transformers==4.17.0.dev0
+typing-extensions==3.10.0.2
+uritemplate==4.1.1
+urllib3==1.26.8
+wandb==0.12.10
+wcwidth==0.2.5
+webencodings==0.5.1
+websocket-client==1.2.3
+werkzeug==2.0.2
+wheel==0.37.1
+widgetsnbextension==3.5.2
+xxhash==2.0.2
+yarl==1.7.2
+yaspin==2.1.0
+zipp==3.7.0

wandb/run-20220302_063647-bmivw6vv/files/wandb-metadata.json

@@ -0,0 +1,60 @@
+{
+    "os": "Linux-5.11.0-1028-gcp-x86_64-with-glibc2.33",
+    "python": "3.9.5",
+    "heartbeatAt": "2022-03-02T06:36:48.207194",
+    "startedAt": "2022-03-02T06:36:47.139630",
+    "docker": null,
+    "gpu": "Tesla V100-SXM2-16GB",
+    "gpu_count": 2,
+    "cpu_count": 16,
+    "cuda": null,
+    "args": [
+        "--dataset_name=librispeech_asr",
+        "--model_name_or_path=./",
+        "--tokenizer_name=./",
+        "--dataset_config_name=clean",
+        "--train_split_name=train.100",
+        "--eval_split_name=validation",
+        "--output_dir=./",
+        "--preprocessing_num_workers=1",
+        "--length_column_name=input_length",
+        "--overwrite_output_dir",
+        "--num_train_epochs=1",
+        "--per_device_train_batch_size=14",
+        "--per_device_eval_batch_size=14",
+        "--gradient_accumulation_steps=4",
+        "--generation_max_length=40",
+        "--generation_num_beams=1",
+        "--learning_rate=1e-4",
+        "--warmup_steps=500",
+        "--evaluation_strategy=steps",
+        "--text_column_name=text",
+        "--save_steps=500",
+        "--eval_steps=500",
+        "--logging_steps=1",
+        "--save_total_limit=1",
+        "--freeze_feature_encoder",
+        "--gradient_checkpointing",
+        "--fp16",
+        "--group_by_length",
+        "--predict_with_generate",
+        "--do_lower_case",
+        "--do_train",
+        "--do_eval",
+        "--report_to=wandb",
+        "--push_to_hub",
+        "--use_auth_token"
+    ],
+    "state": "running",
+    "program": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py",
+    "codePath": "run_speech_recognition_seq2seq.py",
+    "git": {
+        "remote": "https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search",
+        "commit": "622e8b594e8af8169be8cfe538228e49ae08c59d"
+    },
+    "email": "sanchit@huggingface.co",
+    "root": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search",
+    "host": "sanchit--v100",
+    "username": "sanchit_huggingface_co",
+    "executable": "/home/sanchit_huggingface_co/gcp/bin/python"
+}

wandb/run-20220302_063647-bmivw6vv/logs/debug.log

@@ -0,0 +1,141 @@
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/.config/wandb/settings
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/settings
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_setup.py:_flush():75] Loading settings from environment variables: {}
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_setup.py:_flush():75] Inferring run settings from compute environment: {'program_relpath': 'run_speech_recognition_seq2seq.py', 'program': '/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py'}
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_init.py:_log_setup():386] Logging user logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_063647-bmivw6vv/logs/debug.log
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_init.py:_log_setup():387] Logging internal logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_063647-bmivw6vv/logs/debug-internal.log
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_init.py:init():420] calling init triggers
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_init.py:init():425] wandb.init called with sweep_config: {}
+config: {}
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [wandb_init.py:init():471] starting backend
+2022-03-02 06:36:47,141 INFO    MainThread:253446 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
+2022-03-02 06:36:47,197 INFO    MainThread:253446 [backend.py:ensure_launched():219] starting backend process...
+2022-03-02 06:36:47,251 INFO    MainThread:253446 [backend.py:ensure_launched():224] started backend process with pid: 253545
+2022-03-02 06:36:47,254 INFO    MainThread:253446 [wandb_init.py:init():480] backend started and connected
+2022-03-02 06:36:47,263 INFO    MainThread:253446 [wandb_init.py:init():550] updated telemetry
+2022-03-02 06:36:47,391 INFO    MainThread:253446 [wandb_init.py:init():581] communicating current version
+2022-03-02 06:36:48,104 INFO    MainThread:253446 [wandb_init.py:init():586] got version response upgrade_message: "wandb version 0.12.11 is available!  To upgrade, please run:\n $ pip install wandb --upgrade"
+
+2022-03-02 06:36:48,104 INFO    MainThread:253446 [wandb_init.py:init():596] communicating run to backend with 30 second timeout
+2022-03-02 06:36:48,202 INFO    MainThread:253446 [wandb_init.py:init():624] starting run threads in backend
+2022-03-02 06:36:48,309 INFO    MainThread:253446 [wandb_run.py:_console_start():1827] atexit reg
+2022-03-02 06:36:48,309 INFO    MainThread:253446 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT
+2022-03-02 06:36:48,310 INFO    MainThread:253446 [wandb_run.py:_redirect():1706] Redirecting console.
+2022-03-02 06:36:48,312 INFO    MainThread:253446 [wandb_run.py:_redirect():1762] Redirects installed.
+2022-03-02 06:36:48,312 INFO    MainThread:253446 [wandb_init.py:init():651] run started, returning control to user process
+2022-03-02 06:36:48,314 INFO    MainThread:253446 [wandb_run.py:_config_callback():966] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'torch.float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': False, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 50, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['SpeechEncoderDecoderModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 50256, 'eos_token_id': 50256, 'sep_token_id': None, 'decoder_start_token_id': 50256, 'task_specific_params': None, 'problem_type': None, '_name_or_path': './', 'transformers_version': None, 'decoder': {'vocab_size': 50257, 'n_positions': 1024, 'n_embd': 1024, 'n_layer': 24, 'n_head': 16, 'n_inner': None, 'activation_function': 'gelu_new', 'resid_pdrop': 0.0, 'embd_pdrop': 0.0, 'attn_pdrop': 0.0, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'summary_type': 'cls_index', 'summary_use_proj': True, 'summary_activation': None, 'summary_first_dropout': 0.0, 'summary_proj_to_labels': True, 'scale_attn_weights': True, 'use_cache': False, 'scale_attn_by_inverse_layer_idx': False, 'reorder_and_upcast_attn': False, 'bos_token_id': 50256, 'eos_token_id': 50256, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': True, 'cross_attention_hidden_size': None, 'add_cross_attention': True, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['GPT2LMHeadModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': {'text-generation': {'do_sample': True, 'max_length': 50}}, 'problem_type': None, '_name_or_path': 'gpt2-medium', 'transformers_version': '4.17.0.dev0', 'n_ctx': 1024, 'n_special': 0, 'predict_special_tokens': True, 'model_type': 'gpt2'}, 'encoder': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-large-lv60', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'gradient_checkpointing': False, 'hidden_dropout_prob': 0.0, 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'feat_proj_dropout': 0.0, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 32, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': False, 'mask_time_prob': 0.0, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.0, 'mask_feature_length': 10, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 768, 'proj_codevector_dim': 768, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'sum', 'ctc_zero_infinity': False, 'add_adapter': True, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1024, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'model_type': 'wav2vec2'}, 'model_type': 'speech-encoder-decoder', 'processor_class': 'Wav2Vec2Processor', 'use_cache': False, 'output_dir': './', 'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 14, 'per_device_eval_batch_size': 14, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 4, 'eval_accumulation_steps': 'None', 'learning_rate': 0.0001, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 500, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Mar02_06-36-06_sanchit--v100', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 1, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 1, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': False, 'metric_for_best_model': 'None', 'greater_is_better': 'None', 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': 40, 'generation_num_beams': 1, 'train_batch_size': 14, 'eval_batch_size': 14}
+2022-03-02 06:36:48,317 INFO    MainThread:253446 [wandb_watch.py:watch():43] Watching
+2022-03-02 07:45:11,103 INFO    MainThread:253446 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
+2022-03-02 07:45:11,105 INFO    MainThread:253446 [wandb_run.py:_restore():1769] restore
+2022-03-02 07:45:13,531 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 07:45:13,648 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 07:45:13,791 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 07:45:15,313 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 07:45:16,230 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:16,332 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 889444
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:16,433 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2345838
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:16,535 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2345838
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:16,636 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2345838
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:16,738 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2345838
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:16,839 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2345838
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:18,394 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2345838
+  total_bytes: 2345838
+}
+
+2022-03-02 07:45:18,557 INFO    MainThread:253446 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
+exit_result {
+}
+file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2345838
+  total_bytes: 2345838
+}
+local_info {
+}
+
+2022-03-02 07:45:19,706 INFO    MainThread:253446 [wandb_run.py:_append_history():2144] rendering history
+2022-03-02 07:45:19,707 INFO    MainThread:253446 [wandb_run.py:_append_summary():2102] rendering summary
+2022-03-02 07:45:19,708 INFO    MainThread:253446 [wandb_run.py:_append_files():2194] logging synced files

wandb/run-20220302_063647-bmivw6vv/run-bmivw6vv.wandb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95a27d78f42670f0237b947ed81744c2bc569e3ecc5ba6f04e6ff4143e1036d1
+size 29743466

wandb/run-20220302_074637-35y19oi2/files/requirements.txt

@@ -0,0 +1,184 @@
+absl-py==1.0.0
+aiohttp==3.8.1
+aiosignal==1.2.0
+anyio==3.5.0
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==21.3.0
+asttokens==2.0.5
+async-timeout==4.0.2
+attrs==21.4.0
+audioread==2.1.9
+babel==2.9.1
+backcall==0.2.0
+bitsandbytes-cuda113==0.26.0
+black==22.1.0
+bleach==4.1.0
+cachetools==5.0.0
+certifi==2021.10.8
+cffi==1.15.0
+charset-normalizer==2.0.11
+chex==0.1.0
+click==8.0.3
+clldutils==3.10.1
+colorlog==6.6.0
+csvw==1.11.0
+cycler==0.11.0
+datasets==1.18.3
+debugpy==1.5.1
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.4
+dlinfo==1.2.1
+dm-tree==0.1.6
+docker-pycreds==0.4.0
+entrypoints==0.4
+executing==0.8.2
+filelock==3.4.2
+flatbuffers==2.0
+flax==0.4.0
+fonttools==4.29.1
+frozenlist==1.3.0
+fsspec==2022.1.0
+gitdb==4.0.9
+gitpython==3.1.27
+google-auth-oauthlib==0.4.6
+google-auth==2.6.0
+grpcio==1.43.0
+huggingface-hub==0.4.0
+hypothesis==6.36.1
+idna==3.3
+importlib-metadata==4.10.1
+ipykernel==6.8.0
+ipython-genutils==0.2.0
+ipython==8.0.1
+ipywidgets==7.6.5
+isodate==0.6.1
+jax==0.2.28
+jaxlib==0.1.76+cuda11.cudnn82
+jedi==0.18.1
+jinja2==3.0.3
+jiwer==2.3.0
+joblib==1.1.0
+json5==0.9.6
+jsonschema==4.4.0
+jupyter-client==7.1.2
+jupyter-console==6.4.0
+jupyter-core==4.9.1
+jupyter-server==1.13.5
+jupyter==1.0.0
+jupyterlab-pygments==0.1.2
+jupyterlab-server==2.10.3
+jupyterlab-widgets==1.0.2
+jupyterlab==3.2.9
+kiwisolver==1.3.2
+librosa==0.8.1
+llvmlite==0.38.0
+markdown==3.3.6
+markupsafe==2.0.1
+matplotlib-inline==0.1.3
+matplotlib==3.5.1
+mistune==0.8.4
+msgpack==1.0.3
+multidict==6.0.2
+multiprocess==0.70.12.2
+mypy-extensions==0.4.3
+nbclassic==0.3.5
+nbclient==0.5.10
+nbconvert==6.4.1
+nbformat==5.1.3
+nest-asyncio==1.5.4
+notebook==6.4.8
+numba==0.55.1
+numpy==1.21.5
+oauthlib==3.2.0
+opt-einsum==3.3.0
+optax==0.1.0
+packaging==21.3
+pandas==1.4.0
+pandocfilters==1.5.0
+parso==0.8.3
+pathspec==0.9.0
+pathtools==0.1.2
+pexpect==4.8.0
+phonemizer==3.0.1
+pickleshare==0.7.5
+pillow==9.0.0
+pip==22.0.2
+pkg-resources==0.0.0
+platformdirs==2.4.1
+pooch==1.6.0
+prometheus-client==0.13.1
+promise==2.3
+prompt-toolkit==3.0.26
+protobuf==3.19.4
+psutil==5.9.0
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==6.0.1
+pyasn1-modules==0.2.8
+pyasn1==0.4.8
+pycparser==2.21
+pyctcdecode==0.3.0
+pygments==2.11.2
+pygtrie==2.4.2
+pyparsing==3.0.7
+pyrsistent==0.18.1
+python-dateutil==2.8.2
+python-levenshtein==0.12.2
+pytz==2021.3
+pyyaml==6.0
+pyzmq==22.3.0
+qtconsole==5.2.2
+qtpy==2.0.1
+regex==2022.1.18
+requests-oauthlib==1.3.1
+requests==2.27.1
+resampy==0.2.2
+rfc3986==2.0.0
+rsa==4.8
+sacremoses==0.0.47
+scikit-learn==1.0.2
+scipy==1.7.3
+segments==2.2.0
+send2trash==1.8.0
+sentry-sdk==1.5.6
+setuptools==44.1.1
+shortuuid==1.0.8
+six==1.16.0
+smmap==5.0.0
+sniffio==1.2.0
+sortedcontainers==2.4.0
+soundfile==0.10.3.post1
+stack-data==0.1.4
+tabulate==0.8.9
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.8.0
+termcolor==1.1.0
+terminado==0.13.1
+testpath==0.5.0
+threadpoolctl==3.1.0
+tokenizers==0.11.4
+tomli==2.0.0
+toolz==0.11.2
+torch==1.10.2+cu113
+torchaudio==0.10.2+cu113
+tornado==6.1
+tqdm==4.62.3
+traitlets==5.1.1
+transformers==4.17.0.dev0
+typing-extensions==3.10.0.2
+uritemplate==4.1.1
+urllib3==1.26.8
+wandb==0.12.10
+wcwidth==0.2.5
+webencodings==0.5.1
+websocket-client==1.2.3
+werkzeug==2.0.2
+wheel==0.37.1
+widgetsnbextension==3.5.2
+xxhash==2.0.2
+yarl==1.7.2
+yaspin==2.1.0
+zipp==3.7.0

wandb/run-20220302_074637-35y19oi2/files/wandb-metadata.json

@@ -0,0 +1,60 @@
+{
+    "os": "Linux-5.11.0-1028-gcp-x86_64-with-glibc2.33",
+    "python": "3.9.5",
+    "heartbeatAt": "2022-03-02T07:46:38.278448",
+    "startedAt": "2022-03-02T07:46:37.113392",
+    "docker": null,
+    "gpu": "Tesla V100-SXM2-16GB",
+    "gpu_count": 2,
+    "cpu_count": 16,
+    "cuda": null,
+    "args": [
+        "--dataset_name=librispeech_asr",
+        "--model_name_or_path=./",
+        "--tokenizer_name=./",
+        "--dataset_config_name=clean",
+        "--train_split_name=train.100",
+        "--eval_split_name=validation",
+        "--output_dir=./",
+        "--preprocessing_num_workers=1",
+        "--length_column_name=input_length",
+        "--overwrite_output_dir",
+        "--num_train_epochs=1",
+        "--per_device_train_batch_size=14",
+        "--per_device_eval_batch_size=14",
+        "--gradient_accumulation_steps=8",
+        "--generation_max_length=40",
+        "--generation_num_beams=1",
+        "--learning_rate=1e-4",
+        "--warmup_steps=500",
+        "--evaluation_strategy=steps",
+        "--text_column_name=text",
+        "--save_steps=500",
+        "--eval_steps=500",
+        "--logging_steps=1",
+        "--save_total_limit=1",
+        "--freeze_feature_encoder",
+        "--gradient_checkpointing",
+        "--fp16",
+        "--group_by_length",
+        "--predict_with_generate",
+        "--do_lower_case",
+        "--do_train",
+        "--do_eval",
+        "--report_to=wandb",
+        "--push_to_hub",
+        "--use_auth_token"
+    ],
+    "state": "running",
+    "program": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py",
+    "codePath": "run_speech_recognition_seq2seq.py",
+    "git": {
+        "remote": "https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search",
+        "commit": "622e8b594e8af8169be8cfe538228e49ae08c59d"
+    },
+    "email": "sanchit@huggingface.co",
+    "root": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search",
+    "host": "sanchit--v100",
+    "username": "sanchit_huggingface_co",
+    "executable": "/home/sanchit_huggingface_co/gcp/bin/python"
+}

wandb/run-20220302_074637-35y19oi2/logs/debug.log

@@ -0,0 +1,125 @@
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/.config/wandb/settings
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/settings
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_setup.py:_flush():75] Loading settings from environment variables: {}
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_setup.py:_flush():75] Inferring run settings from compute environment: {'program_relpath': 'run_speech_recognition_seq2seq.py', 'program': '/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py'}
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_init.py:_log_setup():386] Logging user logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_074637-35y19oi2/logs/debug.log
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_init.py:_log_setup():387] Logging internal logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_074637-35y19oi2/logs/debug-internal.log
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_init.py:init():420] calling init triggers
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_init.py:init():425] wandb.init called with sweep_config: {}
+config: {}
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [wandb_init.py:init():471] starting backend
+2022-03-02 07:46:37,115 INFO    MainThread:253766 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
+2022-03-02 07:46:37,171 INFO    MainThread:253766 [backend.py:ensure_launched():219] starting backend process...
+2022-03-02 07:46:37,226 INFO    MainThread:253766 [backend.py:ensure_launched():224] started backend process with pid: 253865
+2022-03-02 07:46:37,228 INFO    MainThread:253766 [wandb_init.py:init():480] backend started and connected
+2022-03-02 07:46:37,239 INFO    MainThread:253766 [wandb_init.py:init():550] updated telemetry
+2022-03-02 07:46:37,370 INFO    MainThread:253766 [wandb_init.py:init():581] communicating current version
+2022-03-02 07:46:38,111 INFO    MainThread:253766 [wandb_init.py:init():586] got version response upgrade_message: "wandb version 0.12.11 is available!  To upgrade, please run:\n $ pip install wandb --upgrade"
+
+2022-03-02 07:46:38,112 INFO    MainThread:253766 [wandb_init.py:init():596] communicating run to backend with 30 second timeout
+2022-03-02 07:46:38,273 INFO    MainThread:253766 [wandb_init.py:init():624] starting run threads in backend
+2022-03-02 07:46:38,384 INFO    MainThread:253766 [wandb_run.py:_console_start():1827] atexit reg
+2022-03-02 07:46:38,385 INFO    MainThread:253766 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT
+2022-03-02 07:46:38,385 INFO    MainThread:253766 [wandb_run.py:_redirect():1706] Redirecting console.
+2022-03-02 07:46:38,387 INFO    MainThread:253766 [wandb_run.py:_redirect():1762] Redirects installed.
+2022-03-02 07:46:38,387 INFO    MainThread:253766 [wandb_init.py:init():651] run started, returning control to user process
+2022-03-02 07:46:38,390 INFO    MainThread:253766 [wandb_run.py:_config_callback():966] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'torch.float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': False, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 50, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['SpeechEncoderDecoderModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 50256, 'eos_token_id': 50256, 'sep_token_id': None, 'decoder_start_token_id': 50256, 'task_specific_params': None, 'problem_type': None, '_name_or_path': './', 'transformers_version': None, 'decoder': {'vocab_size': 50257, 'n_positions': 1024, 'n_embd': 1024, 'n_layer': 24, 'n_head': 16, 'n_inner': None, 'activation_function': 'gelu_new', 'resid_pdrop': 0.0, 'embd_pdrop': 0.0, 'attn_pdrop': 0.0, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'summary_type': 'cls_index', 'summary_use_proj': True, 'summary_activation': None, 'summary_first_dropout': 0.0, 'summary_proj_to_labels': True, 'scale_attn_weights': True, 'use_cache': False, 'scale_attn_by_inverse_layer_idx': False, 'reorder_and_upcast_attn': False, 'bos_token_id': 50256, 'eos_token_id': 50256, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': True, 'cross_attention_hidden_size': None, 'add_cross_attention': True, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['GPT2LMHeadModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': {'text-generation': {'do_sample': True, 'max_length': 50}}, 'problem_type': None, '_name_or_path': 'gpt2-medium', 'transformers_version': '4.17.0.dev0', 'n_ctx': 1024, 'n_special': 0, 'predict_special_tokens': True, 'model_type': 'gpt2'}, 'encoder': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-large-lv60', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'gradient_checkpointing': False, 'hidden_dropout_prob': 0.0, 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'feat_proj_dropout': 0.0, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 32, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': False, 'mask_time_prob': 0.0, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.0, 'mask_feature_length': 10, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 768, 'proj_codevector_dim': 768, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'sum', 'ctc_zero_infinity': False, 'add_adapter': True, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1024, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'model_type': 'wav2vec2'}, 'model_type': 'speech-encoder-decoder', 'processor_class': 'Wav2Vec2Processor', 'use_cache': False, 'output_dir': './', 'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 14, 'per_device_eval_batch_size': 14, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 8, 'eval_accumulation_steps': 'None', 'learning_rate': 0.0001, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 500, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Mar02_07-45-55_sanchit--v100', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 1, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 1, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': False, 'metric_for_best_model': 'None', 'greater_is_better': 'None', 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': 40, 'generation_num_beams': 1, 'train_batch_size': 14, 'eval_batch_size': 14}
+2022-03-02 07:46:38,393 INFO    MainThread:253766 [wandb_watch.py:watch():43] Watching
+2022-03-02 08:47:07,035 INFO    MainThread:253766 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
+2022-03-02 08:47:07,036 INFO    MainThread:253766 [wandb_run.py:_restore():1769] restore
+2022-03-02 08:47:09,429 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 08:47:09,599 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 08:47:10,414 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 08:47:11,074 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 3
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 1985562
+}
+
+2022-03-02 08:47:11,178 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2286373
+}
+
+2022-03-02 08:47:11,280 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2286373
+  total_bytes: 2286373
+}
+
+2022-03-02 08:47:11,381 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2286373
+  total_bytes: 2286373
+}
+
+2022-03-02 08:47:11,483 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2286373
+  total_bytes: 2286373
+}
+
+2022-03-02 08:47:11,584 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2286373
+  total_bytes: 2286373
+}
+
+2022-03-02 08:47:13,407 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2286373
+  total_bytes: 2286373
+}
+
+2022-03-02 08:47:13,567 INFO    MainThread:253766 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
+exit_result {
+}
+file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 2286373
+  total_bytes: 2286373
+}
+local_info {
+}
+
+2022-03-02 08:47:14,706 INFO    MainThread:253766 [wandb_run.py:_append_history():2144] rendering history
+2022-03-02 08:47:14,706 INFO    MainThread:253766 [wandb_run.py:_append_summary():2102] rendering summary
+2022-03-02 08:47:14,708 INFO    MainThread:253766 [wandb_run.py:_append_files():2194] logging synced files

wandb/run-20220302_074637-35y19oi2/run-35y19oi2.wandb

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5216f35956d3c59ea78d23e16d6b60fe893790ba50a61224a8a63df7d9957bd
+size 26782320

wandb/run-20220302_084833-2m6jtwtj/files/config.yaml

@@ -0,0 +1,713 @@
+wandb_version: 1
+
+_n_gpu:
+  desc: null
+  value: 1
+_name_or_path:
+  desc: null
+  value: ./
+_wandb:
+  desc: null
+  value:
+    cli_version: 0.12.10
+    framework: huggingface
+    huggingface_version: 4.17.0.dev0
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    m:
+    - 1: train/global_step
+      6:
+      - 3
+    python_version: 3.9.5
+    start_time: 1646210913
+    t:
+      1:
+      - 1
+      - 5
+      - 11
+      2:
+      - 1
+      - 5
+      - 11
+      3:
+      - 1
+      - 7
+      - 13
+      4: 3.9.5
+      5: 0.12.10
+      6: 4.17.0.dev0
+      8:
+      - 5
+adafactor:
+  desc: null
+  value: false
+adam_beta1:
+  desc: null
+  value: 0.9
+adam_beta2:
+  desc: null
+  value: 0.999
+adam_epsilon:
+  desc: null
+  value: 1.0e-08
+add_cross_attention:
+  desc: null
+  value: false
+architectures:
+  desc: null
+  value:
+  - SpeechEncoderDecoderModel
+bad_words_ids:
+  desc: null
+  value: null
+bf16:
+  desc: null
+  value: false
+bf16_full_eval:
+  desc: null
+  value: false
+bos_token_id:
+  desc: null
+  value: null
+chunk_size_feed_forward:
+  desc: null
+  value: 0
+cross_attention_hidden_size:
+  desc: null
+  value: null
+dataloader_drop_last:
+  desc: null
+  value: false
+dataloader_num_workers:
+  desc: null
+  value: 0
+dataloader_pin_memory:
+  desc: null
+  value: true
+ddp_bucket_cap_mb:
+  desc: null
+  value: None
+ddp_find_unused_parameters:
+  desc: null
+  value: None
+debug:
+  desc: null
+  value: '[]'
+decoder:
+  desc: null
+  value:
+    _name_or_path: gpt2-medium
+    activation_function: gelu_new
+    add_cross_attention: true
+    architectures:
+    - GPT2LMHeadModel
+    attn_pdrop: 0.0
+    bad_words_ids: null
+    bos_token_id: 50256
+    chunk_size_feed_forward: 0
+    cross_attention_hidden_size: null
+    decoder_start_token_id: null
+    diversity_penalty: 0.0
+    do_sample: false
+    early_stopping: false
+    embd_pdrop: 0.0
+    encoder_no_repeat_ngram_size: 0
+    eos_token_id: 50256
+    finetuning_task: null
+    forced_bos_token_id: null
+    forced_eos_token_id: null
+    id2label:
+      '0': LABEL_0
+      '1': LABEL_1
+    initializer_range: 0.02
+    is_decoder: true
+    is_encoder_decoder: false
+    label2id:
+      LABEL_0: 0
+      LABEL_1: 1
+    layer_norm_epsilon: 1.0e-05
+    length_penalty: 1.0
+    max_length: 20
+    min_length: 0
+    model_type: gpt2
+    n_ctx: 1024
+    n_embd: 1024
+    n_head: 16
+    n_inner: null
+    n_layer: 24
+    n_positions: 1024
+    n_special: 0
+    no_repeat_ngram_size: 0
+    num_beam_groups: 1
+    num_beams: 1
+    num_return_sequences: 1
+    output_attentions: false
+    output_hidden_states: false
+    output_scores: false
+    pad_token_id: null
+    predict_special_tokens: true
+    prefix: null
+    problem_type: null
+    pruned_heads: {}
+    remove_invalid_values: false
+    reorder_and_upcast_attn: false
+    repetition_penalty: 1.0
+    resid_pdrop: 0.0
+    return_dict: true
+    return_dict_in_generate: false
+    scale_attn_by_inverse_layer_idx: false
+    scale_attn_weights: true
+    sep_token_id: null
+    summary_activation: null
+    summary_first_dropout: 0.0
+    summary_proj_to_labels: true
+    summary_type: cls_index
+    summary_use_proj: true
+    task_specific_params:
+      text-generation:
+        do_sample: true
+        max_length: 50
+    temperature: 1.0
+    tie_encoder_decoder: false
+    tie_word_embeddings: true
+    tokenizer_class: null
+    top_k: 50
+    top_p: 1.0
+    torch_dtype: null
+    torchscript: false
+    transformers_version: 4.17.0.dev0
+    use_bfloat16: false
+    use_cache: false
+    vocab_size: 50257
+decoder_start_token_id:
+  desc: null
+  value: 50256
+deepspeed:
+  desc: null
+  value: None
+disable_tqdm:
+  desc: null
+  value: false
+diversity_penalty:
+  desc: null
+  value: 0.0
+do_eval:
+  desc: null
+  value: true
+do_predict:
+  desc: null
+  value: false
+do_sample:
+  desc: null
+  value: false
+do_train:
+  desc: null
+  value: true
+early_stopping:
+  desc: null
+  value: false
+encoder:
+  desc: null
+  value:
+    _name_or_path: facebook/wav2vec2-large-lv60
+    activation_dropout: 0.0
+    adapter_kernel_size: 3
+    adapter_stride: 2
+    add_adapter: true
+    add_cross_attention: false
+    apply_spec_augment: false
+    architectures:
+    - Wav2Vec2ForPreTraining
+    attention_dropout: 0.0
+    bad_words_ids: null
+    bos_token_id: 1
+    chunk_size_feed_forward: 0
+    classifier_proj_size: 256
+    codevector_dim: 768
+    contrastive_logits_temperature: 0.1
+    conv_bias: true
+    conv_dim:
+    - 512
+    - 512
+    - 512
+    - 512
+    - 512
+    - 512
+    - 512
+    conv_kernel:
+    - 10
+    - 3
+    - 3
+    - 3
+    - 3
+    - 2
+    - 2
+    conv_stride:
+    - 5
+    - 2
+    - 2
+    - 2
+    - 2
+    - 2
+    - 2
+    cross_attention_hidden_size: null
+    ctc_loss_reduction: sum
+    ctc_zero_infinity: false
+    decoder_start_token_id: null
+    diversity_loss_weight: 0.1
+    diversity_penalty: 0.0
+    do_sample: false
+    do_stable_layer_norm: true
+    early_stopping: false
+    encoder_no_repeat_ngram_size: 0
+    eos_token_id: 2
+    feat_extract_activation: gelu
+    feat_extract_dropout: 0.0
+    feat_extract_norm: layer
+    feat_proj_dropout: 0.0
+    feat_quantizer_dropout: 0.0
+    final_dropout: 0.0
+    finetuning_task: null
+    forced_bos_token_id: null
+    forced_eos_token_id: null
+    gradient_checkpointing: false
+    hidden_act: gelu
+    hidden_dropout: 0.0
+    hidden_dropout_prob: 0.0
+    hidden_size: 1024
+    id2label:
+      '0': LABEL_0
+      '1': LABEL_1
+    initializer_range: 0.02
+    intermediate_size: 4096
+    is_decoder: false
+    is_encoder_decoder: false
+    label2id:
+      LABEL_0: 0
+      LABEL_1: 1
+    layer_norm_eps: 1.0e-05
+    layerdrop: 0.0
+    length_penalty: 1.0
+    mask_feature_length: 10
+    mask_feature_min_masks: 0
+    mask_feature_prob: 0.0
+    mask_time_length: 10
+    mask_time_min_masks: 2
+    mask_time_prob: 0.0
+    max_length: 20
+    min_length: 0
+    model_type: wav2vec2
+    no_repeat_ngram_size: 0
+    num_adapter_layers: 3
+    num_attention_heads: 16
+    num_beam_groups: 1
+    num_beams: 1
+    num_codevector_groups: 2
+    num_codevectors_per_group: 320
+    num_conv_pos_embedding_groups: 16
+    num_conv_pos_embeddings: 128
+    num_feat_extract_layers: 7
+    num_hidden_layers: 24
+    num_negatives: 100
+    num_return_sequences: 1
+    output_attentions: false
+    output_hidden_size: 1024
+    output_hidden_states: false
+    output_scores: false
+    pad_token_id: 0
+    prefix: null
+    problem_type: null
+    proj_codevector_dim: 768
+    pruned_heads: {}
+    remove_invalid_values: false
+    repetition_penalty: 1.0
+    return_dict: true
+    return_dict_in_generate: false
+    sep_token_id: null
+    task_specific_params: null
+    tdnn_dilation:
+    - 1
+    - 2
+    - 3
+    - 1
+    - 1
+    tdnn_dim:
+    - 512
+    - 512
+    - 512
+    - 512
+    - 1500
+    tdnn_kernel:
+    - 5
+    - 3
+    - 3
+    - 1
+    - 1
+    temperature: 1.0
+    tie_encoder_decoder: false
+    tie_word_embeddings: true
+    tokenizer_class: null
+    top_k: 50
+    top_p: 1.0
+    torch_dtype: null
+    torchscript: false
+    transformers_version: 4.17.0.dev0
+    use_bfloat16: false
+    use_weighted_layer_sum: false
+    vocab_size: 32
+    xvector_output_dim: 512
+encoder_no_repeat_ngram_size:
+  desc: null
+  value: 0
+eos_token_id:
+  desc: null
+  value: 50256
+eval_accumulation_steps:
+  desc: null
+  value: None
+eval_batch_size:
+  desc: null
+  value: 16
+eval_steps:
+  desc: null
+  value: 500
+evaluation_strategy:
+  desc: null
+  value: steps
+finetuning_task:
+  desc: null
+  value: null
+forced_bos_token_id:
+  desc: null
+  value: null
+forced_eos_token_id:
+  desc: null
+  value: null
+fp16:
+  desc: null
+  value: true
+fp16_backend:
+  desc: null
+  value: auto
+fp16_full_eval:
+  desc: null
+  value: false
+fp16_opt_level:
+  desc: null
+  value: O1
+generation_max_length:
+  desc: null
+  value: 40
+generation_num_beams:
+  desc: null
+  value: 1
+gradient_accumulation_steps:
+  desc: null
+  value: 2
+gradient_checkpointing:
+  desc: null
+  value: true
+greater_is_better:
+  desc: null
+  value: None
+group_by_length:
+  desc: null
+  value: true
+half_precision_backend:
+  desc: null
+  value: amp
+hub_model_id:
+  desc: null
+  value: None
+hub_strategy:
+  desc: null
+  value: every_save
+hub_token:
+  desc: null
+  value: <HUB_TOKEN>
+id2label:
+  desc: null
+  value:
+    '0': LABEL_0
+    '1': LABEL_1
+ignore_data_skip:
+  desc: null
+  value: false
+is_decoder:
+  desc: null
+  value: false
+is_encoder_decoder:
+  desc: null
+  value: true
+label2id:
+  desc: null
+  value:
+    LABEL_0: 0
+    LABEL_1: 1
+label_names:
+  desc: null
+  value: None
+label_smoothing_factor:
+  desc: null
+  value: 0.0
+learning_rate:
+  desc: null
+  value: 0.0001
+length_column_name:
+  desc: null
+  value: input_length
+length_penalty:
+  desc: null
+  value: 1.0
+load_best_model_at_end:
+  desc: null
+  value: false
+local_rank:
+  desc: null
+  value: -1
+log_level:
+  desc: null
+  value: -1
+log_level_replica:
+  desc: null
+  value: -1
+log_on_each_node:
+  desc: null
+  value: true
+logging_dir:
+  desc: null
+  value: ./runs/Mar02_08-47-50_sanchit--v100
+logging_first_step:
+  desc: null
+  value: false
+logging_nan_inf_filter:
+  desc: null
+  value: true
+logging_steps:
+  desc: null
+  value: 1
+logging_strategy:
+  desc: null
+  value: steps
+lr_scheduler_type:
+  desc: null
+  value: linear
+max_grad_norm:
+  desc: null
+  value: 1.0
+max_length:
+  desc: null
+  value: 50
+max_steps:
+  desc: null
+  value: -1
+metric_for_best_model:
+  desc: null
+  value: None
+min_length:
+  desc: null
+  value: 0
+model_type:
+  desc: null
+  value: speech-encoder-decoder
+mp_parameters:
+  desc: null
+  value: ''
+no_cuda:
+  desc: null
+  value: false
+no_repeat_ngram_size:
+  desc: null
+  value: 0
+num_beam_groups:
+  desc: null
+  value: 1
+num_beams:
+  desc: null
+  value: 1
+num_return_sequences:
+  desc: null
+  value: 1
+num_train_epochs:
+  desc: null
+  value: 1.0
+optim:
+  desc: null
+  value: adamw_hf
+output_attentions:
+  desc: null
+  value: false
+output_dir:
+  desc: null
+  value: ./
+output_hidden_states:
+  desc: null
+  value: false
+output_scores:
+  desc: null
+  value: false
+overwrite_output_dir:
+  desc: null
+  value: true
+pad_token_id:
+  desc: null
+  value: 50256
+past_index:
+  desc: null
+  value: -1
+per_device_eval_batch_size:
+  desc: null
+  value: 16
+per_device_train_batch_size:
+  desc: null
+  value: 16
+per_gpu_eval_batch_size:
+  desc: null
+  value: None
+per_gpu_train_batch_size:
+  desc: null
+  value: None
+predict_with_generate:
+  desc: null
+  value: true
+prediction_loss_only:
+  desc: null
+  value: false
+prefix:
+  desc: null
+  value: null
+problem_type:
+  desc: null
+  value: null
+processor_class:
+  desc: null
+  value: Wav2Vec2Processor
+pruned_heads:
+  desc: null
+  value: {}
+push_to_hub:
+  desc: null
+  value: true
+push_to_hub_model_id:
+  desc: null
+  value: None
+push_to_hub_organization:
+  desc: null
+  value: None
+push_to_hub_token:
+  desc: null
+  value: <PUSH_TO_HUB_TOKEN>
+remove_invalid_values:
+  desc: null
+  value: false
+remove_unused_columns:
+  desc: null
+  value: true
+repetition_penalty:
+  desc: null
+  value: 1.0
+report_to:
+  desc: null
+  value: '[''wandb'']'
+resume_from_checkpoint:
+  desc: null
+  value: None
+return_dict:
+  desc: null
+  value: true
+return_dict_in_generate:
+  desc: null
+  value: false
+run_name:
+  desc: null
+  value: ./
+save_on_each_node:
+  desc: null
+  value: false
+save_steps:
+  desc: null
+  value: 500
+save_strategy:
+  desc: null
+  value: steps
+save_total_limit:
+  desc: null
+  value: 1
+seed:
+  desc: null
+  value: 42
+sep_token_id:
+  desc: null
+  value: null
+sharded_ddp:
+  desc: null
+  value: '[]'
+skip_memory_metrics:
+  desc: null
+  value: true
+sortish_sampler:
+  desc: null
+  value: false
+task_specific_params:
+  desc: null
+  value: null
+temperature:
+  desc: null
+  value: 1.0
+tf32:
+  desc: null
+  value: None
+tie_encoder_decoder:
+  desc: null
+  value: false
+tie_word_embeddings:
+  desc: null
+  value: false
+tokenizer_class:
+  desc: null
+  value: null
+top_k:
+  desc: null
+  value: 50
+top_p:
+  desc: null
+  value: 1.0
+torch_dtype:
+  desc: null
+  value: torch.float32
+torchscript:
+  desc: null
+  value: false
+tpu_metrics_debug:
+  desc: null
+  value: false
+tpu_num_cores:
+  desc: null
+  value: None
+train_batch_size:
+  desc: null
+  value: 16
+transformers_version:
+  desc: null
+  value: null
+use_bfloat16:
+  desc: null
+  value: false
+use_cache:
+  desc: null
+  value: false
+use_legacy_prediction_loop:
+  desc: null
+  value: false
+warmup_ratio:
+  desc: null
+  value: 0.0
+warmup_steps:
+  desc: null
+  value: 500
+weight_decay:
+  desc: null
+  value: 0.0
+xpu_backend:
+  desc: null
+  value: None

wandb/run-20220302_084833-2m6jtwtj/files/output.log

@@ -0,0 +1,37 @@
+
+
+  0%|                                                                                           | 0/892 [00:00<?, ?it/s][WARNING|modeling_utils.py:388] 2022-03-02 08:48:38,520 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
+Traceback (most recent call last):
+  File "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py", line 539, in <module>
+    main()
+  File "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py", line 491, in main
+    train_result = trainer.train(resume_from_checkpoint=checkpoint)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/trainer.py", line 1384, in train
+    tr_loss_step = self.training_step(model, inputs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/trainer.py", line 1959, in training_step
+    loss = self.compute_loss(model, inputs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/trainer.py", line 1991, in compute_loss
+    outputs = model(**inputs)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/speech_encoder_decoder/modeling_speech_encoder_decoder.py", line 503, in forward
+    encoder_outputs = self.encoder(
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py", line 1346, in forward
+    extract_features = self.feature_extractor(input_values)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py", line 514, in forward
+    hidden_states = conv_layer(hidden_states)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py", line 389, in forward
+    hidden_states = self.layer_norm(hidden_states)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/normalization.py", line 189, in forward
+    return F.layer_norm(
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/functional.py", line 2347, in layer_norm
+    return torch.layer_norm(input, normalized_shape, weight, bias, eps, torch.backends.cudnn.enabled)
+RuntimeError: CUDA out of memory. Tried to allocate 1.63 GiB (GPU 0; 15.78 GiB total capacity; 10.07 GiB already allocated; 707.31 MiB free; 13.39 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.  See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF

wandb/run-20220302_084833-2m6jtwtj/files/requirements.txt

@@ -0,0 +1,184 @@
+absl-py==1.0.0
+aiohttp==3.8.1
+aiosignal==1.2.0
+anyio==3.5.0
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==21.3.0
+asttokens==2.0.5
+async-timeout==4.0.2
+attrs==21.4.0
+audioread==2.1.9
+babel==2.9.1
+backcall==0.2.0
+bitsandbytes-cuda113==0.26.0
+black==22.1.0
+bleach==4.1.0
+cachetools==5.0.0
+certifi==2021.10.8
+cffi==1.15.0
+charset-normalizer==2.0.11
+chex==0.1.0
+click==8.0.3
+clldutils==3.10.1
+colorlog==6.6.0
+csvw==1.11.0
+cycler==0.11.0
+datasets==1.18.3
+debugpy==1.5.1
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.4
+dlinfo==1.2.1
+dm-tree==0.1.6
+docker-pycreds==0.4.0
+entrypoints==0.4
+executing==0.8.2
+filelock==3.4.2
+flatbuffers==2.0
+flax==0.4.0
+fonttools==4.29.1
+frozenlist==1.3.0
+fsspec==2022.1.0
+gitdb==4.0.9
+gitpython==3.1.27
+google-auth-oauthlib==0.4.6
+google-auth==2.6.0
+grpcio==1.43.0
+huggingface-hub==0.4.0
+hypothesis==6.36.1
+idna==3.3
+importlib-metadata==4.10.1
+ipykernel==6.8.0
+ipython-genutils==0.2.0
+ipython==8.0.1
+ipywidgets==7.6.5
+isodate==0.6.1
+jax==0.2.28
+jaxlib==0.1.76+cuda11.cudnn82
+jedi==0.18.1
+jinja2==3.0.3
+jiwer==2.3.0
+joblib==1.1.0
+json5==0.9.6
+jsonschema==4.4.0
+jupyter-client==7.1.2
+jupyter-console==6.4.0
+jupyter-core==4.9.1
+jupyter-server==1.13.5
+jupyter==1.0.0
+jupyterlab-pygments==0.1.2
+jupyterlab-server==2.10.3
+jupyterlab-widgets==1.0.2
+jupyterlab==3.2.9
+kiwisolver==1.3.2
+librosa==0.8.1
+llvmlite==0.38.0
+markdown==3.3.6
+markupsafe==2.0.1
+matplotlib-inline==0.1.3
+matplotlib==3.5.1
+mistune==0.8.4
+msgpack==1.0.3
+multidict==6.0.2
+multiprocess==0.70.12.2
+mypy-extensions==0.4.3
+nbclassic==0.3.5
+nbclient==0.5.10
+nbconvert==6.4.1
+nbformat==5.1.3
+nest-asyncio==1.5.4
+notebook==6.4.8
+numba==0.55.1
+numpy==1.21.5
+oauthlib==3.2.0
+opt-einsum==3.3.0
+optax==0.1.0
+packaging==21.3
+pandas==1.4.0
+pandocfilters==1.5.0
+parso==0.8.3
+pathspec==0.9.0
+pathtools==0.1.2
+pexpect==4.8.0
+phonemizer==3.0.1
+pickleshare==0.7.5
+pillow==9.0.0
+pip==22.0.2
+pkg-resources==0.0.0
+platformdirs==2.4.1
+pooch==1.6.0
+prometheus-client==0.13.1
+promise==2.3
+prompt-toolkit==3.0.26
+protobuf==3.19.4
+psutil==5.9.0
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==6.0.1
+pyasn1-modules==0.2.8
+pyasn1==0.4.8
+pycparser==2.21
+pyctcdecode==0.3.0
+pygments==2.11.2
+pygtrie==2.4.2
+pyparsing==3.0.7
+pyrsistent==0.18.1
+python-dateutil==2.8.2
+python-levenshtein==0.12.2
+pytz==2021.3
+pyyaml==6.0
+pyzmq==22.3.0
+qtconsole==5.2.2
+qtpy==2.0.1
+regex==2022.1.18
+requests-oauthlib==1.3.1
+requests==2.27.1
+resampy==0.2.2
+rfc3986==2.0.0
+rsa==4.8
+sacremoses==0.0.47
+scikit-learn==1.0.2
+scipy==1.7.3
+segments==2.2.0
+send2trash==1.8.0
+sentry-sdk==1.5.6
+setuptools==44.1.1
+shortuuid==1.0.8
+six==1.16.0
+smmap==5.0.0
+sniffio==1.2.0
+sortedcontainers==2.4.0
+soundfile==0.10.3.post1
+stack-data==0.1.4
+tabulate==0.8.9
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.8.0
+termcolor==1.1.0
+terminado==0.13.1
+testpath==0.5.0
+threadpoolctl==3.1.0
+tokenizers==0.11.4
+tomli==2.0.0
+toolz==0.11.2
+torch==1.10.2+cu113
+torchaudio==0.10.2+cu113
+tornado==6.1
+tqdm==4.62.3
+traitlets==5.1.1
+transformers==4.17.0.dev0
+typing-extensions==3.10.0.2
+uritemplate==4.1.1
+urllib3==1.26.8
+wandb==0.12.10
+wcwidth==0.2.5
+webencodings==0.5.1
+websocket-client==1.2.3
+werkzeug==2.0.2
+wheel==0.37.1
+widgetsnbextension==3.5.2
+xxhash==2.0.2
+yarl==1.7.2
+yaspin==2.1.0
+zipp==3.7.0

wandb/run-20220302_084833-2m6jtwtj/files/wandb-metadata.json

@@ -0,0 +1,60 @@
+{
+    "os": "Linux-5.11.0-1028-gcp-x86_64-with-glibc2.33",
+    "python": "3.9.5",
+    "heartbeatAt": "2022-03-02T08:48:34.227833",
+    "startedAt": "2022-03-02T08:48:33.147557",
+    "docker": null,
+    "gpu": "Tesla V100-SXM2-16GB",
+    "gpu_count": 2,
+    "cpu_count": 16,
+    "cuda": null,
+    "args": [
+        "--dataset_name=librispeech_asr",
+        "--model_name_or_path=./",
+        "--tokenizer_name=./",
+        "--dataset_config_name=clean",
+        "--train_split_name=train.100",
+        "--eval_split_name=validation",
+        "--output_dir=./",
+        "--preprocessing_num_workers=1",
+        "--length_column_name=input_length",
+        "--overwrite_output_dir",
+        "--num_train_epochs=1",
+        "--per_device_train_batch_size=16",
+        "--per_device_eval_batch_size=16",
+        "--gradient_accumulation_steps=2",
+        "--generation_max_length=40",
+        "--generation_num_beams=1",
+        "--learning_rate=1e-4",
+        "--warmup_steps=500",
+        "--evaluation_strategy=steps",
+        "--text_column_name=text",
+        "--save_steps=500",
+        "--eval_steps=500",
+        "--logging_steps=1",
+        "--save_total_limit=1",
+        "--freeze_feature_encoder",
+        "--gradient_checkpointing",
+        "--fp16",
+        "--group_by_length",
+        "--predict_with_generate",
+        "--do_lower_case",
+        "--do_train",
+        "--do_eval",
+        "--report_to=wandb",
+        "--push_to_hub",
+        "--use_auth_token"
+    ],
+    "state": "running",
+    "program": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py",
+    "codePath": "run_speech_recognition_seq2seq.py",
+    "git": {
+        "remote": "https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search",
+        "commit": "622e8b594e8af8169be8cfe538228e49ae08c59d"
+    },
+    "email": "sanchit@huggingface.co",
+    "root": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search",
+    "host": "sanchit--v100",
+    "username": "sanchit_huggingface_co",
+    "executable": "/home/sanchit_huggingface_co/gcp/bin/python"
+}

wandb/run-20220302_084833-2m6jtwtj/files/wandb-summary.json

@@ -0,0 +1 @@
+{"_wandb": {"runtime": 8}}

wandb/run-20220302_084833-2m6jtwtj/logs/debug-internal.log

@@ -0,0 +1,137 @@
+2022-03-02 08:48:34,041 INFO    MainThread:254137 [internal.py:wandb_internal():89] W&B internal server running at pid: 254137, started at: 2022-03-02 08:48:34.041581
+2022-03-02 08:48:34,043 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: check_version
+2022-03-02 08:48:34,044 INFO    WriterThread:254137 [datastore.py:open_for_write():77] open: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/run-2m6jtwtj.wandb
+2022-03-02 08:48:34,045 DEBUG   SenderThread:254137 [sender.py:send():235] send: header
+2022-03-02 08:48:34,046 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: check_version
+2022-03-02 08:48:34,116 DEBUG   SenderThread:254137 [sender.py:send():235] send: run
+2022-03-02 08:48:34,222 INFO    SenderThread:254137 [dir_watcher.py:__init__():169] watching files in: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files
+2022-03-02 08:48:34,222 INFO    SenderThread:254137 [sender.py:_start_run_threads():809] run started: 2m6jtwtj with start time 1646210913
+2022-03-02 08:48:34,222 DEBUG   SenderThread:254137 [sender.py:send():235] send: summary
+2022-03-02 08:48:34,222 INFO    SenderThread:254137 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 08:48:34,223 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: run_start
+2022-03-02 08:48:34,227 DEBUG   HandlerThread:254137 [meta.py:__init__():36] meta init
+2022-03-02 08:48:34,227 DEBUG   HandlerThread:254137 [meta.py:__init__():50] meta init done
+2022-03-02 08:48:34,227 DEBUG   HandlerThread:254137 [meta.py:probe():210] probe
+2022-03-02 08:48:34,234 DEBUG   HandlerThread:254137 [meta.py:_setup_git():200] setup git
+2022-03-02 08:48:34,248 DEBUG   HandlerThread:254137 [meta.py:_setup_git():207] setup git done
+2022-03-02 08:48:34,248 DEBUG   HandlerThread:254137 [meta.py:_save_pip():54] save pip
+2022-03-02 08:48:34,249 DEBUG   HandlerThread:254137 [meta.py:_save_pip():68] save pip done
+2022-03-02 08:48:34,249 DEBUG   HandlerThread:254137 [meta.py:probe():248] probe done
+2022-03-02 08:48:34,326 DEBUG   SenderThread:254137 [sender.py:send():235] send: files
+2022-03-02 08:48:34,327 INFO    SenderThread:254137 [sender.py:_save_file():944] saving file wandb-metadata.json with policy now
+2022-03-02 08:48:34,331 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: stop_status
+2022-03-02 08:48:34,331 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: stop_status
+2022-03-02 08:48:34,417 DEBUG   SenderThread:254137 [sender.py:send():235] send: config
+2022-03-02 08:48:34,418 DEBUG   SenderThread:254137 [sender.py:send():235] send: metric
+2022-03-02 08:48:34,418 DEBUG   SenderThread:254137 [sender.py:send():235] send: metric
+2022-03-02 08:48:34,418 WARNING SenderThread:254137 [sender.py:send_metric():902] Seen metric with glob (shouldnt happen)
+2022-03-02 08:48:34,653 INFO    Thread-11 :254137 [upload_job.py:push():137] Uploaded file /tmp/tmpvy5l0hy6wandb/q5wa9252-wandb-metadata.json
+2022-03-02 08:48:35,224 INFO    Thread-8  :254137 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/requirements.txt
+2022-03-02 08:48:35,224 INFO    Thread-8  :254137 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/wandb-summary.json
+2022-03-02 08:48:35,224 INFO    Thread-8  :254137 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/output.log
+2022-03-02 08:48:35,224 INFO    Thread-8  :254137 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/wandb-metadata.json
+2022-03-02 08:48:37,223 INFO    Thread-8  :254137 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/output.log
+2022-03-02 08:48:41,224 INFO    Thread-8  :254137 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/output.log
+2022-03-02 08:48:42,671 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:42,671 DEBUG   SenderThread:254137 [sender.py:send():235] send: telemetry
+2022-03-02 08:48:42,671 DEBUG   SenderThread:254137 [sender.py:send():235] send: exit
+2022-03-02 08:48:42,671 INFO    SenderThread:254137 [sender.py:send_exit():371] handling exit code: 1
+2022-03-02 08:48:42,671 INFO    SenderThread:254137 [sender.py:send_exit():373] handling runtime: 8
+2022-03-02 08:48:42,672 INFO    SenderThread:254137 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 08:48:42,672 INFO    SenderThread:254137 [sender.py:send_exit():379] send defer
+2022-03-02 08:48:42,672 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:42,672 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:42,673 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 0
+2022-03-02 08:48:42,673 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:42,673 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 0
+2022-03-02 08:48:42,673 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 1
+2022-03-02 08:48:42,673 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:42,673 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 1
+2022-03-02 08:48:42,753 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:42,753 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 1
+2022-03-02 08:48:42,753 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 2
+2022-03-02 08:48:42,754 DEBUG   SenderThread:254137 [sender.py:send():235] send: stats
+2022-03-02 08:48:42,754 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:42,754 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 2
+2022-03-02 08:48:42,755 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:42,755 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 2
+2022-03-02 08:48:42,755 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 3
+2022-03-02 08:48:42,755 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:42,755 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 3
+2022-03-02 08:48:42,755 DEBUG   SenderThread:254137 [sender.py:send():235] send: summary
+2022-03-02 08:48:42,756 INFO    SenderThread:254137 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 08:48:42,756 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:42,756 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 3
+2022-03-02 08:48:42,756 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 4
+2022-03-02 08:48:42,756 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:42,756 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 4
+2022-03-02 08:48:42,756 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:42,756 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 4
+2022-03-02 08:48:42,774 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:42,847 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 5
+2022-03-02 08:48:42,848 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:42,848 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:42,848 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 5
+2022-03-02 08:48:42,848 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:42,849 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 5
+2022-03-02 08:48:42,849 INFO    SenderThread:254137 [dir_watcher.py:finish():283] shutting down directory watcher
+2022-03-02 08:48:42,949 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:43,225 INFO    Thread-8  :254137 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/wandb-summary.json
+2022-03-02 08:48:43,226 INFO    SenderThread:254137 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/output.log
+2022-03-02 08:48:43,227 INFO    SenderThread:254137 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/config.yaml
+2022-03-02 08:48:43,227 INFO    SenderThread:254137 [dir_watcher.py:finish():313] scan: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files
+2022-03-02 08:48:43,227 INFO    SenderThread:254137 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/wandb-metadata.json wandb-metadata.json
+2022-03-02 08:48:43,227 INFO    SenderThread:254137 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/output.log output.log
+2022-03-02 08:48:43,227 INFO    SenderThread:254137 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/wandb-summary.json wandb-summary.json
+2022-03-02 08:48:43,227 INFO    SenderThread:254137 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/requirements.txt requirements.txt
+2022-03-02 08:48:43,228 INFO    SenderThread:254137 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/config.yaml config.yaml
+2022-03-02 08:48:43,230 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 6
+2022-03-02 08:48:43,231 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:43,231 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:43,231 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 6
+2022-03-02 08:48:43,234 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:43,234 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 6
+2022-03-02 08:48:43,234 INFO    SenderThread:254137 [file_pusher.py:finish():177] shutting down file pusher
+2022-03-02 08:48:43,339 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:43,339 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:43,440 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:43,441 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:43,497 INFO    Thread-13 :254137 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/wandb-summary.json
+2022-03-02 08:48:43,498 INFO    Thread-14 :254137 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/requirements.txt
+2022-03-02 08:48:43,502 INFO    Thread-12 :254137 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/output.log
+2022-03-02 08:48:43,533 INFO    Thread-15 :254137 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/files/config.yaml
+2022-03-02 08:48:43,542 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:43,542 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:43,644 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:43,644 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:43,733 INFO    Thread-7  :254137 [sender.py:transition_state():392] send defer: 7
+2022-03-02 08:48:43,734 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:43,734 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 7
+2022-03-02 08:48:43,734 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:43,734 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 7
+2022-03-02 08:48:43,745 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:43,905 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 8
+2022-03-02 08:48:43,905 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:43,906 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:43,906 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 8
+2022-03-02 08:48:43,906 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:43,906 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 8
+2022-03-02 08:48:43,906 INFO    SenderThread:254137 [sender.py:transition_state():392] send defer: 9
+2022-03-02 08:48:43,907 DEBUG   SenderThread:254137 [sender.py:send():235] send: final
+2022-03-02 08:48:43,907 DEBUG   SenderThread:254137 [sender.py:send():235] send: footer
+2022-03-02 08:48:43,907 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:48:43,907 INFO    HandlerThread:254137 [handler.py:handle_request_defer():154] handle defer: 9
+2022-03-02 08:48:43,907 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:48:43,908 INFO    SenderThread:254137 [sender.py:send_request_defer():388] handle sender defer: 9
+2022-03-02 08:48:44,007 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:48:44,007 DEBUG   SenderThread:254137 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:48:44,007 INFO    SenderThread:254137 [file_pusher.py:join():182] waiting for file pusher
+2022-03-02 08:48:44,067 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: get_summary
+2022-03-02 08:48:44,068 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: sampled_history
+2022-03-02 08:48:44,068 DEBUG   HandlerThread:254137 [handler.py:handle_request():131] handle_request: shutdown
+2022-03-02 08:48:44,068 INFO    HandlerThread:254137 [handler.py:finish():739] shutting down handler
+2022-03-02 08:48:44,907 INFO    WriterThread:254137 [datastore.py:close():281] close: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/run-2m6jtwtj.wandb
+2022-03-02 08:48:45,066 INFO    SenderThread:254137 [sender.py:finish():1075] shutting down sender
+2022-03-02 08:48:45,066 INFO    SenderThread:254137 [file_pusher.py:finish():177] shutting down file pusher
+2022-03-02 08:48:45,066 INFO    SenderThread:254137 [file_pusher.py:join():182] waiting for file pusher
+2022-03-02 08:48:45,068 INFO    MainThread:254137 [internal.py:handle_exit():79] Internal process exited

wandb/run-20220302_084833-2m6jtwtj/logs/debug.log

@@ -0,0 +1,107 @@
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/.config/wandb/settings
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_setup.py:_flush():75] Loading settings from /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/settings
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_setup.py:_flush():75] Loading settings from environment variables: {}
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_setup.py:_flush():75] Inferring run settings from compute environment: {'program_relpath': 'run_speech_recognition_seq2seq.py', 'program': '/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py'}
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_init.py:_log_setup():386] Logging user logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/logs/debug.log
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_init.py:_log_setup():387] Logging internal logs to /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_084833-2m6jtwtj/logs/debug-internal.log
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_init.py:init():420] calling init triggers
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_init.py:init():425] wandb.init called with sweep_config: {}
+config: {}
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [wandb_init.py:init():471] starting backend
+2022-03-02 08:48:33,149 INFO    MainThread:254038 [backend.py:_multiprocessing_setup():99] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
+2022-03-02 08:48:33,204 INFO    MainThread:254038 [backend.py:ensure_launched():219] starting backend process...
+2022-03-02 08:48:33,259 INFO    MainThread:254038 [backend.py:ensure_launched():224] started backend process with pid: 254137
+2022-03-02 08:48:33,261 INFO    MainThread:254038 [wandb_init.py:init():480] backend started and connected
+2022-03-02 08:48:33,270 INFO    MainThread:254038 [wandb_init.py:init():550] updated telemetry
+2022-03-02 08:48:33,399 INFO    MainThread:254038 [wandb_init.py:init():581] communicating current version
+2022-03-02 08:48:34,114 INFO    MainThread:254038 [wandb_init.py:init():586] got version response upgrade_message: "wandb version 0.12.11 is available!  To upgrade, please run:\n $ pip install wandb --upgrade"
+
+2022-03-02 08:48:34,115 INFO    MainThread:254038 [wandb_init.py:init():596] communicating run to backend with 30 second timeout
+2022-03-02 08:48:34,222 INFO    MainThread:254038 [wandb_init.py:init():624] starting run threads in backend
+2022-03-02 08:48:34,331 INFO    MainThread:254038 [wandb_run.py:_console_start():1827] atexit reg
+2022-03-02 08:48:34,331 INFO    MainThread:254038 [wandb_run.py:_redirect():1701] redirect: SettingsConsole.REDIRECT
+2022-03-02 08:48:34,332 INFO    MainThread:254038 [wandb_run.py:_redirect():1706] Redirecting console.
+2022-03-02 08:48:34,333 INFO    MainThread:254038 [wandb_run.py:_redirect():1762] Redirects installed.
+2022-03-02 08:48:34,334 INFO    MainThread:254038 [wandb_init.py:init():651] run started, returning control to user process
+2022-03-02 08:48:34,337 INFO    MainThread:254038 [wandb_run.py:_config_callback():966] config_cb None None {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'torch.float32', 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': False, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 50, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['SpeechEncoderDecoderModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 50256, 'eos_token_id': 50256, 'sep_token_id': None, 'decoder_start_token_id': 50256, 'task_specific_params': None, 'problem_type': None, '_name_or_path': './', 'transformers_version': None, 'decoder': {'vocab_size': 50257, 'n_positions': 1024, 'n_embd': 1024, 'n_layer': 24, 'n_head': 16, 'n_inner': None, 'activation_function': 'gelu_new', 'resid_pdrop': 0.0, 'embd_pdrop': 0.0, 'attn_pdrop': 0.0, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'summary_type': 'cls_index', 'summary_use_proj': True, 'summary_activation': None, 'summary_first_dropout': 0.0, 'summary_proj_to_labels': True, 'scale_attn_weights': True, 'use_cache': False, 'scale_attn_by_inverse_layer_idx': False, 'reorder_and_upcast_attn': False, 'bos_token_id': 50256, 'eos_token_id': 50256, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': True, 'cross_attention_hidden_size': None, 'add_cross_attention': True, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['GPT2LMHeadModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'pad_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': {'text-generation': {'do_sample': True, 'max_length': 50}}, 'problem_type': None, '_name_or_path': 'gpt2-medium', 'transformers_version': '4.17.0.dev0', 'n_ctx': 1024, 'n_special': 0, 'predict_special_tokens': True, 'model_type': 'gpt2'}, 'encoder': {'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'is_encoder_decoder': False, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 20, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 1, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'repetition_penalty': 1.0, 'length_penalty': 1.0, 'no_repeat_ngram_size': 0, 'encoder_no_repeat_ngram_size': 0, 'bad_words_ids': None, 'num_return_sequences': 1, 'chunk_size_feed_forward': 0, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': None, 'remove_invalid_values': False, 'architectures': ['Wav2Vec2ForPreTraining'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 1, 'pad_token_id': 0, 'eos_token_id': 2, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'facebook/wav2vec2-large-lv60', 'transformers_version': '4.17.0.dev0', 'feat_extract_dropout': 0.0, 'gradient_checkpointing': False, 'hidden_dropout_prob': 0.0, 'num_feat_extract_layers': 7, 'hidden_size': 1024, 'feat_extract_norm': 'layer', 'feat_extract_activation': 'gelu', 'conv_dim': [512, 512, 512, 512, 512, 512, 512], 'conv_stride': [5, 2, 2, 2, 2, 2, 2], 'conv_kernel': [10, 3, 3, 3, 3, 2, 2], 'conv_bias': True, 'num_conv_pos_embeddings': 128, 'num_conv_pos_embedding_groups': 16, 'num_hidden_layers': 24, 'intermediate_size': 4096, 'hidden_act': 'gelu', 'num_attention_heads': 16, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'feat_proj_dropout': 0.0, 'final_dropout': 0.0, 'layerdrop': 0.0, 'layer_norm_eps': 1e-05, 'initializer_range': 0.02, 'vocab_size': 32, 'do_stable_layer_norm': True, 'use_weighted_layer_sum': False, 'apply_spec_augment': False, 'mask_time_prob': 0.0, 'mask_time_length': 10, 'mask_time_min_masks': 2, 'mask_feature_prob': 0.0, 'mask_feature_length': 10, 'mask_feature_min_masks': 0, 'num_codevectors_per_group': 320, 'num_codevector_groups': 2, 'contrastive_logits_temperature': 0.1, 'feat_quantizer_dropout': 0.0, 'num_negatives': 100, 'codevector_dim': 768, 'proj_codevector_dim': 768, 'diversity_loss_weight': 0.1, 'ctc_loss_reduction': 'sum', 'ctc_zero_infinity': False, 'add_adapter': True, 'adapter_kernel_size': 3, 'adapter_stride': 2, 'num_adapter_layers': 3, 'output_hidden_size': 1024, 'classifier_proj_size': 256, 'tdnn_dim': [512, 512, 512, 512, 1500], 'tdnn_kernel': [5, 3, 3, 1, 1], 'tdnn_dilation': [1, 2, 3, 1, 1], 'xvector_output_dim': 512, 'model_type': 'wav2vec2'}, 'model_type': 'speech-encoder-decoder', 'processor_class': 'Wav2Vec2Processor', 'use_cache': False, 'output_dir': './', 'overwrite_output_dir': True, 'do_train': True, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'steps', 'prediction_loss_only': False, 'per_device_train_batch_size': 16, 'per_device_eval_batch_size': 16, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 2, 'eval_accumulation_steps': 'None', 'learning_rate': 0.0001, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 1.0, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'warmup_ratio': 0.0, 'warmup_steps': 500, 'log_level': -1, 'log_level_replica': -1, 'log_on_each_node': True, 'logging_dir': './runs/Mar02_08-47-50_sanchit--v100', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 1, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 1, 'save_on_each_node': False, 'no_cuda': False, 'seed': 42, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'amp', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': 'None', 'local_rank': -1, 'xpu_backend': 'None', 'tpu_num_cores': 'None', 'tpu_metrics_debug': False, 'debug': '[]', 'dataloader_drop_last': False, 'eval_steps': 500, 'dataloader_num_workers': 0, 'past_index': -1, 'run_name': './', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': 'None', 'load_best_model_at_end': False, 'metric_for_best_model': 'None', 'greater_is_better': 'None', 'ignore_data_skip': False, 'sharded_ddp': '[]', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'adamw_hf', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'input_length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': True, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'gradient_checkpointing': True, 'fp16_backend': 'auto', 'push_to_hub_model_id': 'None', 'push_to_hub_organization': 'None', 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', '_n_gpu': 1, 'mp_parameters': '', 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': 40, 'generation_num_beams': 1, 'train_batch_size': 16, 'eval_batch_size': 16}
+2022-03-02 08:48:34,342 INFO    MainThread:254038 [wandb_watch.py:watch():43] Watching
+2022-03-02 08:48:40,411 INFO    MainThread:254038 [wandb_run.py:_atexit_cleanup():1797] got exitcode: 1
+2022-03-02 08:48:40,413 INFO    MainThread:254038 [wandb_run.py:_restore():1769] restore
+2022-03-02 08:48:42,673 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 08:48:42,848 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 1
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 2095
+}
+
+2022-03-02 08:48:43,238 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 4
+}
+pusher_stats {
+  uploaded_bytes: 2095
+  total_bytes: 8718
+}
+
+2022-03-02 08:48:43,340 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 21066
+  total_bytes: 21066
+}
+
+2022-03-02 08:48:43,441 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 21066
+  total_bytes: 21066
+}
+
+2022-03-02 08:48:43,543 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 21066
+  total_bytes: 21066
+}
+
+2022-03-02 08:48:43,644 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 21066
+  total_bytes: 21066
+}
+
+2022-03-02 08:48:43,906 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 21066
+  total_bytes: 21066
+}
+
+2022-03-02 08:48:44,066 INFO    MainThread:254038 [wandb_run.py:_wait_for_finish():1929] got exit ret: done: true
+exit_result {
+}
+file_counts {
+  wandb_count: 5
+}
+pusher_stats {
+  uploaded_bytes: 21066
+  total_bytes: 21066
+}
+local_info {
+}
+
+2022-03-02 08:48:45,198 INFO    MainThread:254038 [wandb_run.py:_append_files():2194] logging synced files

wandb/run-20220302_085000-3jbwcde6/files/config.yaml

@@ -0,0 +1,713 @@
+wandb_version: 1
+
+_n_gpu:
+  desc: null
+  value: 1
+_name_or_path:
+  desc: null
+  value: ./
+_wandb:
+  desc: null
+  value:
+    cli_version: 0.12.10
+    framework: huggingface
+    huggingface_version: 4.17.0.dev0
+    is_jupyter_run: false
+    is_kaggle_kernel: false
+    m:
+    - 1: train/global_step
+      6:
+      - 3
+    python_version: 3.9.5
+    start_time: 1646211000
+    t:
+      1:
+      - 1
+      - 5
+      - 11
+      2:
+      - 1
+      - 5
+      - 11
+      3:
+      - 1
+      - 7
+      - 13
+      4: 3.9.5
+      5: 0.12.10
+      6: 4.17.0.dev0
+      8:
+      - 5
+adafactor:
+  desc: null
+  value: false
+adam_beta1:
+  desc: null
+  value: 0.9
+adam_beta2:
+  desc: null
+  value: 0.999
+adam_epsilon:
+  desc: null
+  value: 1.0e-08
+add_cross_attention:
+  desc: null
+  value: false
+architectures:
+  desc: null
+  value:
+  - SpeechEncoderDecoderModel
+bad_words_ids:
+  desc: null
+  value: null
+bf16:
+  desc: null
+  value: false
+bf16_full_eval:
+  desc: null
+  value: false
+bos_token_id:
+  desc: null
+  value: null
+chunk_size_feed_forward:
+  desc: null
+  value: 0
+cross_attention_hidden_size:
+  desc: null
+  value: null
+dataloader_drop_last:
+  desc: null
+  value: false
+dataloader_num_workers:
+  desc: null
+  value: 0
+dataloader_pin_memory:
+  desc: null
+  value: true
+ddp_bucket_cap_mb:
+  desc: null
+  value: None
+ddp_find_unused_parameters:
+  desc: null
+  value: None
+debug:
+  desc: null
+  value: '[]'
+decoder:
+  desc: null
+  value:
+    _name_or_path: gpt2-medium
+    activation_function: gelu_new
+    add_cross_attention: true
+    architectures:
+    - GPT2LMHeadModel
+    attn_pdrop: 0.0
+    bad_words_ids: null
+    bos_token_id: 50256
+    chunk_size_feed_forward: 0
+    cross_attention_hidden_size: null
+    decoder_start_token_id: null
+    diversity_penalty: 0.0
+    do_sample: false
+    early_stopping: false
+    embd_pdrop: 0.0
+    encoder_no_repeat_ngram_size: 0
+    eos_token_id: 50256
+    finetuning_task: null
+    forced_bos_token_id: null
+    forced_eos_token_id: null
+    id2label:
+      '0': LABEL_0
+      '1': LABEL_1
+    initializer_range: 0.02
+    is_decoder: true
+    is_encoder_decoder: false
+    label2id:
+      LABEL_0: 0
+      LABEL_1: 1
+    layer_norm_epsilon: 1.0e-05
+    length_penalty: 1.0
+    max_length: 20
+    min_length: 0
+    model_type: gpt2
+    n_ctx: 1024
+    n_embd: 1024
+    n_head: 16
+    n_inner: null
+    n_layer: 24
+    n_positions: 1024
+    n_special: 0
+    no_repeat_ngram_size: 0
+    num_beam_groups: 1
+    num_beams: 1
+    num_return_sequences: 1
+    output_attentions: false
+    output_hidden_states: false
+    output_scores: false
+    pad_token_id: null
+    predict_special_tokens: true
+    prefix: null
+    problem_type: null
+    pruned_heads: {}
+    remove_invalid_values: false
+    reorder_and_upcast_attn: false
+    repetition_penalty: 1.0
+    resid_pdrop: 0.0
+    return_dict: true
+    return_dict_in_generate: false
+    scale_attn_by_inverse_layer_idx: false
+    scale_attn_weights: true
+    sep_token_id: null
+    summary_activation: null
+    summary_first_dropout: 0.0
+    summary_proj_to_labels: true
+    summary_type: cls_index
+    summary_use_proj: true
+    task_specific_params:
+      text-generation:
+        do_sample: true
+        max_length: 50
+    temperature: 1.0
+    tie_encoder_decoder: false
+    tie_word_embeddings: true
+    tokenizer_class: null
+    top_k: 50
+    top_p: 1.0
+    torch_dtype: null
+    torchscript: false
+    transformers_version: 4.17.0.dev0
+    use_bfloat16: false
+    use_cache: false
+    vocab_size: 50257
+decoder_start_token_id:
+  desc: null
+  value: 50256
+deepspeed:
+  desc: null
+  value: None
+disable_tqdm:
+  desc: null
+  value: false
+diversity_penalty:
+  desc: null
+  value: 0.0
+do_eval:
+  desc: null
+  value: true
+do_predict:
+  desc: null
+  value: false
+do_sample:
+  desc: null
+  value: false
+do_train:
+  desc: null
+  value: true
+early_stopping:
+  desc: null
+  value: false
+encoder:
+  desc: null
+  value:
+    _name_or_path: facebook/wav2vec2-large-lv60
+    activation_dropout: 0.0
+    adapter_kernel_size: 3
+    adapter_stride: 2
+    add_adapter: true
+    add_cross_attention: false
+    apply_spec_augment: false
+    architectures:
+    - Wav2Vec2ForPreTraining
+    attention_dropout: 0.0
+    bad_words_ids: null
+    bos_token_id: 1
+    chunk_size_feed_forward: 0
+    classifier_proj_size: 256
+    codevector_dim: 768
+    contrastive_logits_temperature: 0.1
+    conv_bias: true
+    conv_dim:
+    - 512
+    - 512
+    - 512
+    - 512
+    - 512
+    - 512
+    - 512
+    conv_kernel:
+    - 10
+    - 3
+    - 3
+    - 3
+    - 3
+    - 2
+    - 2
+    conv_stride:
+    - 5
+    - 2
+    - 2
+    - 2
+    - 2
+    - 2
+    - 2
+    cross_attention_hidden_size: null
+    ctc_loss_reduction: sum
+    ctc_zero_infinity: false
+    decoder_start_token_id: null
+    diversity_loss_weight: 0.1
+    diversity_penalty: 0.0
+    do_sample: false
+    do_stable_layer_norm: true
+    early_stopping: false
+    encoder_no_repeat_ngram_size: 0
+    eos_token_id: 2
+    feat_extract_activation: gelu
+    feat_extract_dropout: 0.0
+    feat_extract_norm: layer
+    feat_proj_dropout: 0.0
+    feat_quantizer_dropout: 0.0
+    final_dropout: 0.0
+    finetuning_task: null
+    forced_bos_token_id: null
+    forced_eos_token_id: null
+    gradient_checkpointing: false
+    hidden_act: gelu
+    hidden_dropout: 0.0
+    hidden_dropout_prob: 0.0
+    hidden_size: 1024
+    id2label:
+      '0': LABEL_0
+      '1': LABEL_1
+    initializer_range: 0.02
+    intermediate_size: 4096
+    is_decoder: false
+    is_encoder_decoder: false
+    label2id:
+      LABEL_0: 0
+      LABEL_1: 1
+    layer_norm_eps: 1.0e-05
+    layerdrop: 0.0
+    length_penalty: 1.0
+    mask_feature_length: 10
+    mask_feature_min_masks: 0
+    mask_feature_prob: 0.0
+    mask_time_length: 10
+    mask_time_min_masks: 2
+    mask_time_prob: 0.0
+    max_length: 20
+    min_length: 0
+    model_type: wav2vec2
+    no_repeat_ngram_size: 0
+    num_adapter_layers: 3
+    num_attention_heads: 16
+    num_beam_groups: 1
+    num_beams: 1
+    num_codevector_groups: 2
+    num_codevectors_per_group: 320
+    num_conv_pos_embedding_groups: 16
+    num_conv_pos_embeddings: 128
+    num_feat_extract_layers: 7
+    num_hidden_layers: 24
+    num_negatives: 100
+    num_return_sequences: 1
+    output_attentions: false
+    output_hidden_size: 1024
+    output_hidden_states: false
+    output_scores: false
+    pad_token_id: 0
+    prefix: null
+    problem_type: null
+    proj_codevector_dim: 768
+    pruned_heads: {}
+    remove_invalid_values: false
+    repetition_penalty: 1.0
+    return_dict: true
+    return_dict_in_generate: false
+    sep_token_id: null
+    task_specific_params: null
+    tdnn_dilation:
+    - 1
+    - 2
+    - 3
+    - 1
+    - 1
+    tdnn_dim:
+    - 512
+    - 512
+    - 512
+    - 512
+    - 1500
+    tdnn_kernel:
+    - 5
+    - 3
+    - 3
+    - 1
+    - 1
+    temperature: 1.0
+    tie_encoder_decoder: false
+    tie_word_embeddings: true
+    tokenizer_class: null
+    top_k: 50
+    top_p: 1.0
+    torch_dtype: null
+    torchscript: false
+    transformers_version: 4.17.0.dev0
+    use_bfloat16: false
+    use_weighted_layer_sum: false
+    vocab_size: 32
+    xvector_output_dim: 512
+encoder_no_repeat_ngram_size:
+  desc: null
+  value: 0
+eos_token_id:
+  desc: null
+  value: 50256
+eval_accumulation_steps:
+  desc: null
+  value: None
+eval_batch_size:
+  desc: null
+  value: 16
+eval_steps:
+  desc: null
+  value: 500
+evaluation_strategy:
+  desc: null
+  value: steps
+finetuning_task:
+  desc: null
+  value: null
+forced_bos_token_id:
+  desc: null
+  value: null
+forced_eos_token_id:
+  desc: null
+  value: null
+fp16:
+  desc: null
+  value: true
+fp16_backend:
+  desc: null
+  value: auto
+fp16_full_eval:
+  desc: null
+  value: false
+fp16_opt_level:
+  desc: null
+  value: O1
+generation_max_length:
+  desc: null
+  value: 40
+generation_num_beams:
+  desc: null
+  value: 1
+gradient_accumulation_steps:
+  desc: null
+  value: 4
+gradient_checkpointing:
+  desc: null
+  value: true
+greater_is_better:
+  desc: null
+  value: None
+group_by_length:
+  desc: null
+  value: true
+half_precision_backend:
+  desc: null
+  value: amp
+hub_model_id:
+  desc: null
+  value: None
+hub_strategy:
+  desc: null
+  value: every_save
+hub_token:
+  desc: null
+  value: <HUB_TOKEN>
+id2label:
+  desc: null
+  value:
+    '0': LABEL_0
+    '1': LABEL_1
+ignore_data_skip:
+  desc: null
+  value: false
+is_decoder:
+  desc: null
+  value: false
+is_encoder_decoder:
+  desc: null
+  value: true
+label2id:
+  desc: null
+  value:
+    LABEL_0: 0
+    LABEL_1: 1
+label_names:
+  desc: null
+  value: None
+label_smoothing_factor:
+  desc: null
+  value: 0.0
+learning_rate:
+  desc: null
+  value: 0.0001
+length_column_name:
+  desc: null
+  value: input_length
+length_penalty:
+  desc: null
+  value: 1.0
+load_best_model_at_end:
+  desc: null
+  value: false
+local_rank:
+  desc: null
+  value: -1
+log_level:
+  desc: null
+  value: -1
+log_level_replica:
+  desc: null
+  value: -1
+log_on_each_node:
+  desc: null
+  value: true
+logging_dir:
+  desc: null
+  value: ./runs/Mar02_08-49-20_sanchit--v100
+logging_first_step:
+  desc: null
+  value: false
+logging_nan_inf_filter:
+  desc: null
+  value: true
+logging_steps:
+  desc: null
+  value: 1
+logging_strategy:
+  desc: null
+  value: steps
+lr_scheduler_type:
+  desc: null
+  value: linear
+max_grad_norm:
+  desc: null
+  value: 1.0
+max_length:
+  desc: null
+  value: 50
+max_steps:
+  desc: null
+  value: -1
+metric_for_best_model:
+  desc: null
+  value: None
+min_length:
+  desc: null
+  value: 0
+model_type:
+  desc: null
+  value: speech-encoder-decoder
+mp_parameters:
+  desc: null
+  value: ''
+no_cuda:
+  desc: null
+  value: false
+no_repeat_ngram_size:
+  desc: null
+  value: 0
+num_beam_groups:
+  desc: null
+  value: 1
+num_beams:
+  desc: null
+  value: 1
+num_return_sequences:
+  desc: null
+  value: 1
+num_train_epochs:
+  desc: null
+  value: 1.0
+optim:
+  desc: null
+  value: adamw_hf
+output_attentions:
+  desc: null
+  value: false
+output_dir:
+  desc: null
+  value: ./
+output_hidden_states:
+  desc: null
+  value: false
+output_scores:
+  desc: null
+  value: false
+overwrite_output_dir:
+  desc: null
+  value: true
+pad_token_id:
+  desc: null
+  value: 50256
+past_index:
+  desc: null
+  value: -1
+per_device_eval_batch_size:
+  desc: null
+  value: 16
+per_device_train_batch_size:
+  desc: null
+  value: 16
+per_gpu_eval_batch_size:
+  desc: null
+  value: None
+per_gpu_train_batch_size:
+  desc: null
+  value: None
+predict_with_generate:
+  desc: null
+  value: true
+prediction_loss_only:
+  desc: null
+  value: false
+prefix:
+  desc: null
+  value: null
+problem_type:
+  desc: null
+  value: null
+processor_class:
+  desc: null
+  value: Wav2Vec2Processor
+pruned_heads:
+  desc: null
+  value: {}
+push_to_hub:
+  desc: null
+  value: true
+push_to_hub_model_id:
+  desc: null
+  value: None
+push_to_hub_organization:
+  desc: null
+  value: None
+push_to_hub_token:
+  desc: null
+  value: <PUSH_TO_HUB_TOKEN>
+remove_invalid_values:
+  desc: null
+  value: false
+remove_unused_columns:
+  desc: null
+  value: true
+repetition_penalty:
+  desc: null
+  value: 1.0
+report_to:
+  desc: null
+  value: '[''wandb'']'
+resume_from_checkpoint:
+  desc: null
+  value: None
+return_dict:
+  desc: null
+  value: true
+return_dict_in_generate:
+  desc: null
+  value: false
+run_name:
+  desc: null
+  value: ./
+save_on_each_node:
+  desc: null
+  value: false
+save_steps:
+  desc: null
+  value: 500
+save_strategy:
+  desc: null
+  value: steps
+save_total_limit:
+  desc: null
+  value: 1
+seed:
+  desc: null
+  value: 42
+sep_token_id:
+  desc: null
+  value: null
+sharded_ddp:
+  desc: null
+  value: '[]'
+skip_memory_metrics:
+  desc: null
+  value: true
+sortish_sampler:
+  desc: null
+  value: false
+task_specific_params:
+  desc: null
+  value: null
+temperature:
+  desc: null
+  value: 1.0
+tf32:
+  desc: null
+  value: None
+tie_encoder_decoder:
+  desc: null
+  value: false
+tie_word_embeddings:
+  desc: null
+  value: false
+tokenizer_class:
+  desc: null
+  value: null
+top_k:
+  desc: null
+  value: 50
+top_p:
+  desc: null
+  value: 1.0
+torch_dtype:
+  desc: null
+  value: torch.float32
+torchscript:
+  desc: null
+  value: false
+tpu_metrics_debug:
+  desc: null
+  value: false
+tpu_num_cores:
+  desc: null
+  value: None
+train_batch_size:
+  desc: null
+  value: 16
+transformers_version:
+  desc: null
+  value: null
+use_bfloat16:
+  desc: null
+  value: false
+use_cache:
+  desc: null
+  value: false
+use_legacy_prediction_loop:
+  desc: null
+  value: false
+warmup_ratio:
+  desc: null
+  value: 0.0
+warmup_steps:
+  desc: null
+  value: 500
+weight_decay:
+  desc: null
+  value: 0.0
+xpu_backend:
+  desc: null
+  value: None

wandb/run-20220302_085000-3jbwcde6/files/output.log

@@ -0,0 +1,37 @@
+
+
+  0%|                                                                                           | 0/446 [00:00<?, ?it/s][WARNING|modeling_utils.py:388] 2022-03-02 08:50:05,594 >> Could not estimate the number of tokens of the input, floating-point operations will not be computed
+Traceback (most recent call last):
+  File "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py", line 539, in <module>
+    main()
+  File "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py", line 491, in main
+    train_result = trainer.train(resume_from_checkpoint=checkpoint)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/trainer.py", line 1384, in train
+    tr_loss_step = self.training_step(model, inputs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/trainer.py", line 1959, in training_step
+    loss = self.compute_loss(model, inputs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/trainer.py", line 1991, in compute_loss
+    outputs = model(**inputs)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/speech_encoder_decoder/modeling_speech_encoder_decoder.py", line 503, in forward
+    encoder_outputs = self.encoder(
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py", line 1346, in forward
+    extract_features = self.feature_extractor(input_values)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py", line 514, in forward
+    hidden_states = conv_layer(hidden_states)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/transformers/src/transformers/models/wav2vec2/modeling_wav2vec2.py", line 389, in forward
+    hidden_states = self.layer_norm(hidden_states)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1102, in _call_impl
+    return forward_call(*input, **kwargs)
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/modules/normalization.py", line 189, in forward
+    return F.layer_norm(
+  File "/home/sanchit_huggingface_co/gcp/lib/python3.9/site-packages/torch/nn/functional.py", line 2347, in layer_norm
+    return torch.layer_norm(input, normalized_shape, weight, bias, eps, torch.backends.cudnn.enabled)
+RuntimeError: CUDA out of memory. Tried to allocate 1.64 GiB (GPU 0; 15.78 GiB total capacity; 10.11 GiB already allocated; 707.31 MiB free; 13.39 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation.  See documentation for Memory Management and PYTORCH_CUDA_ALLOC_CONF

wandb/run-20220302_085000-3jbwcde6/files/requirements.txt

@@ -0,0 +1,184 @@
+absl-py==1.0.0
+aiohttp==3.8.1
+aiosignal==1.2.0
+anyio==3.5.0
+appdirs==1.4.4
+argon2-cffi-bindings==21.2.0
+argon2-cffi==21.3.0
+asttokens==2.0.5
+async-timeout==4.0.2
+attrs==21.4.0
+audioread==2.1.9
+babel==2.9.1
+backcall==0.2.0
+bitsandbytes-cuda113==0.26.0
+black==22.1.0
+bleach==4.1.0
+cachetools==5.0.0
+certifi==2021.10.8
+cffi==1.15.0
+charset-normalizer==2.0.11
+chex==0.1.0
+click==8.0.3
+clldutils==3.10.1
+colorlog==6.6.0
+csvw==1.11.0
+cycler==0.11.0
+datasets==1.18.3
+debugpy==1.5.1
+decorator==5.1.1
+defusedxml==0.7.1
+dill==0.3.4
+dlinfo==1.2.1
+dm-tree==0.1.6
+docker-pycreds==0.4.0
+entrypoints==0.4
+executing==0.8.2
+filelock==3.4.2
+flatbuffers==2.0
+flax==0.4.0
+fonttools==4.29.1
+frozenlist==1.3.0
+fsspec==2022.1.0
+gitdb==4.0.9
+gitpython==3.1.27
+google-auth-oauthlib==0.4.6
+google-auth==2.6.0
+grpcio==1.43.0
+huggingface-hub==0.4.0
+hypothesis==6.36.1
+idna==3.3
+importlib-metadata==4.10.1
+ipykernel==6.8.0
+ipython-genutils==0.2.0
+ipython==8.0.1
+ipywidgets==7.6.5
+isodate==0.6.1
+jax==0.2.28
+jaxlib==0.1.76+cuda11.cudnn82
+jedi==0.18.1
+jinja2==3.0.3
+jiwer==2.3.0
+joblib==1.1.0
+json5==0.9.6
+jsonschema==4.4.0
+jupyter-client==7.1.2
+jupyter-console==6.4.0
+jupyter-core==4.9.1
+jupyter-server==1.13.5
+jupyter==1.0.0
+jupyterlab-pygments==0.1.2
+jupyterlab-server==2.10.3
+jupyterlab-widgets==1.0.2
+jupyterlab==3.2.9
+kiwisolver==1.3.2
+librosa==0.8.1
+llvmlite==0.38.0
+markdown==3.3.6
+markupsafe==2.0.1
+matplotlib-inline==0.1.3
+matplotlib==3.5.1
+mistune==0.8.4
+msgpack==1.0.3
+multidict==6.0.2
+multiprocess==0.70.12.2
+mypy-extensions==0.4.3
+nbclassic==0.3.5
+nbclient==0.5.10
+nbconvert==6.4.1
+nbformat==5.1.3
+nest-asyncio==1.5.4
+notebook==6.4.8
+numba==0.55.1
+numpy==1.21.5
+oauthlib==3.2.0
+opt-einsum==3.3.0
+optax==0.1.0
+packaging==21.3
+pandas==1.4.0
+pandocfilters==1.5.0
+parso==0.8.3
+pathspec==0.9.0
+pathtools==0.1.2
+pexpect==4.8.0
+phonemizer==3.0.1
+pickleshare==0.7.5
+pillow==9.0.0
+pip==22.0.2
+pkg-resources==0.0.0
+platformdirs==2.4.1
+pooch==1.6.0
+prometheus-client==0.13.1
+promise==2.3
+prompt-toolkit==3.0.26
+protobuf==3.19.4
+psutil==5.9.0
+ptyprocess==0.7.0
+pure-eval==0.2.2
+pyarrow==6.0.1
+pyasn1-modules==0.2.8
+pyasn1==0.4.8
+pycparser==2.21
+pyctcdecode==0.3.0
+pygments==2.11.2
+pygtrie==2.4.2
+pyparsing==3.0.7
+pyrsistent==0.18.1
+python-dateutil==2.8.2
+python-levenshtein==0.12.2
+pytz==2021.3
+pyyaml==6.0
+pyzmq==22.3.0
+qtconsole==5.2.2
+qtpy==2.0.1
+regex==2022.1.18
+requests-oauthlib==1.3.1
+requests==2.27.1
+resampy==0.2.2
+rfc3986==2.0.0
+rsa==4.8
+sacremoses==0.0.47
+scikit-learn==1.0.2
+scipy==1.7.3
+segments==2.2.0
+send2trash==1.8.0
+sentry-sdk==1.5.6
+setuptools==44.1.1
+shortuuid==1.0.8
+six==1.16.0
+smmap==5.0.0
+sniffio==1.2.0
+sortedcontainers==2.4.0
+soundfile==0.10.3.post1
+stack-data==0.1.4
+tabulate==0.8.9
+tensorboard-data-server==0.6.1
+tensorboard-plugin-wit==1.8.1
+tensorboard==2.8.0
+termcolor==1.1.0
+terminado==0.13.1
+testpath==0.5.0
+threadpoolctl==3.1.0
+tokenizers==0.11.4
+tomli==2.0.0
+toolz==0.11.2
+torch==1.10.2+cu113
+torchaudio==0.10.2+cu113
+tornado==6.1
+tqdm==4.62.3
+traitlets==5.1.1
+transformers==4.17.0.dev0
+typing-extensions==3.10.0.2
+uritemplate==4.1.1
+urllib3==1.26.8
+wandb==0.12.10
+wcwidth==0.2.5
+webencodings==0.5.1
+websocket-client==1.2.3
+werkzeug==2.0.2
+wheel==0.37.1
+widgetsnbextension==3.5.2
+xxhash==2.0.2
+yarl==1.7.2
+yaspin==2.1.0
+zipp==3.7.0

wandb/run-20220302_085000-3jbwcde6/files/wandb-metadata.json

@@ -0,0 +1,60 @@
+{
+    "os": "Linux-5.11.0-1028-gcp-x86_64-with-glibc2.33",
+    "python": "3.9.5",
+    "heartbeatAt": "2022-03-02T08:50:01.367126",
+    "startedAt": "2022-03-02T08:50:00.316296",
+    "docker": null,
+    "gpu": "Tesla V100-SXM2-16GB",
+    "gpu_count": 2,
+    "cpu_count": 16,
+    "cuda": null,
+    "args": [
+        "--dataset_name=librispeech_asr",
+        "--model_name_or_path=./",
+        "--tokenizer_name=./",
+        "--dataset_config_name=clean",
+        "--train_split_name=train.100",
+        "--eval_split_name=validation",
+        "--output_dir=./",
+        "--preprocessing_num_workers=1",
+        "--length_column_name=input_length",
+        "--overwrite_output_dir",
+        "--num_train_epochs=1",
+        "--per_device_train_batch_size=16",
+        "--per_device_eval_batch_size=16",
+        "--gradient_accumulation_steps=4",
+        "--generation_max_length=40",
+        "--generation_num_beams=1",
+        "--learning_rate=1e-4",
+        "--warmup_steps=500",
+        "--evaluation_strategy=steps",
+        "--text_column_name=text",
+        "--save_steps=500",
+        "--eval_steps=500",
+        "--logging_steps=1",
+        "--save_total_limit=1",
+        "--freeze_feature_encoder",
+        "--gradient_checkpointing",
+        "--fp16",
+        "--group_by_length",
+        "--predict_with_generate",
+        "--do_lower_case",
+        "--do_train",
+        "--do_eval",
+        "--report_to=wandb",
+        "--push_to_hub",
+        "--use_auth_token"
+    ],
+    "state": "running",
+    "program": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/run_speech_recognition_seq2seq.py",
+    "codePath": "run_speech_recognition_seq2seq.py",
+    "git": {
+        "remote": "https://huggingface.co/sanchit-gandhi/wav2vec2-gpt2-wandb-grid-search",
+        "commit": "622e8b594e8af8169be8cfe538228e49ae08c59d"
+    },
+    "email": "sanchit@huggingface.co",
+    "root": "/home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search",
+    "host": "sanchit--v100",
+    "username": "sanchit_huggingface_co",
+    "executable": "/home/sanchit_huggingface_co/gcp/bin/python"
+}

wandb/run-20220302_085000-3jbwcde6/files/wandb-summary.json

@@ -0,0 +1 @@
+{"_wandb": {"runtime": 8}}

wandb/run-20220302_085000-3jbwcde6/logs/debug-internal.log

@@ -0,0 +1,141 @@
+2022-03-02 08:50:01,203 INFO    MainThread:254314 [internal.py:wandb_internal():89] W&B internal server running at pid: 254314, started at: 2022-03-02 08:50:01.203327
+2022-03-02 08:50:01,205 INFO    WriterThread:254314 [datastore.py:open_for_write():77] open: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/run-3jbwcde6.wandb
+2022-03-02 08:50:01,206 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: check_version
+2022-03-02 08:50:01,207 DEBUG   SenderThread:254314 [sender.py:send():235] send: header
+2022-03-02 08:50:01,207 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: check_version
+2022-03-02 08:50:01,273 DEBUG   SenderThread:254314 [sender.py:send():235] send: run
+2022-03-02 08:50:01,361 INFO    SenderThread:254314 [dir_watcher.py:__init__():169] watching files in: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files
+2022-03-02 08:50:01,361 INFO    SenderThread:254314 [sender.py:_start_run_threads():809] run started: 3jbwcde6 with start time 1646211000
+2022-03-02 08:50:01,361 DEBUG   SenderThread:254314 [sender.py:send():235] send: summary
+2022-03-02 08:50:01,361 INFO    SenderThread:254314 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 08:50:01,362 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: run_start
+2022-03-02 08:50:01,366 DEBUG   HandlerThread:254314 [meta.py:__init__():36] meta init
+2022-03-02 08:50:01,367 DEBUG   HandlerThread:254314 [meta.py:__init__():50] meta init done
+2022-03-02 08:50:01,367 DEBUG   HandlerThread:254314 [meta.py:probe():210] probe
+2022-03-02 08:50:01,373 DEBUG   HandlerThread:254314 [meta.py:_setup_git():200] setup git
+2022-03-02 08:50:01,387 DEBUG   HandlerThread:254314 [meta.py:_setup_git():207] setup git done
+2022-03-02 08:50:01,388 DEBUG   HandlerThread:254314 [meta.py:_save_pip():54] save pip
+2022-03-02 08:50:01,388 DEBUG   HandlerThread:254314 [meta.py:_save_pip():68] save pip done
+2022-03-02 08:50:01,388 DEBUG   HandlerThread:254314 [meta.py:probe():248] probe done
+2022-03-02 08:50:01,468 DEBUG   SenderThread:254314 [sender.py:send():235] send: files
+2022-03-02 08:50:01,468 INFO    SenderThread:254314 [sender.py:_save_file():944] saving file wandb-metadata.json with policy now
+2022-03-02 08:50:01,473 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: stop_status
+2022-03-02 08:50:01,473 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: stop_status
+2022-03-02 08:50:01,520 DEBUG   SenderThread:254314 [sender.py:send():235] send: config
+2022-03-02 08:50:01,521 DEBUG   SenderThread:254314 [sender.py:send():235] send: metric
+2022-03-02 08:50:01,522 DEBUG   SenderThread:254314 [sender.py:send():235] send: metric
+2022-03-02 08:50:01,522 WARNING SenderThread:254314 [sender.py:send_metric():902] Seen metric with glob (shouldnt happen)
+2022-03-02 08:50:01,741 INFO    Thread-11 :254314 [upload_job.py:push():137] Uploaded file /tmp/tmpfcch1qofwandb/3oinsdv0-wandb-metadata.json
+2022-03-02 08:50:02,363 INFO    Thread-8  :254314 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/wandb-metadata.json
+2022-03-02 08:50:02,363 INFO    Thread-8  :254314 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/wandb-summary.json
+2022-03-02 08:50:02,363 INFO    Thread-8  :254314 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/output.log
+2022-03-02 08:50:02,363 INFO    Thread-8  :254314 [dir_watcher.py:_on_file_created():217] file/dir created: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/requirements.txt
+2022-03-02 08:50:04,362 INFO    Thread-8  :254314 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/output.log
+2022-03-02 08:50:08,364 INFO    Thread-8  :254314 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/output.log
+2022-03-02 08:50:09,886 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:09,886 DEBUG   SenderThread:254314 [sender.py:send():235] send: telemetry
+2022-03-02 08:50:09,887 DEBUG   SenderThread:254314 [sender.py:send():235] send: exit
+2022-03-02 08:50:09,887 INFO    SenderThread:254314 [sender.py:send_exit():371] handling exit code: 1
+2022-03-02 08:50:09,887 INFO    SenderThread:254314 [sender.py:send_exit():373] handling runtime: 8
+2022-03-02 08:50:09,887 INFO    SenderThread:254314 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 08:50:09,887 INFO    SenderThread:254314 [sender.py:send_exit():379] send defer
+2022-03-02 08:50:09,888 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:09,888 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:09,888 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 0
+2022-03-02 08:50:09,888 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:09,888 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 0
+2022-03-02 08:50:09,889 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 1
+2022-03-02 08:50:09,889 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:09,889 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 1
+2022-03-02 08:50:09,992 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:09,992 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:09,992 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 1
+2022-03-02 08:50:09,993 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 2
+2022-03-02 08:50:09,993 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:09,993 DEBUG   SenderThread:254314 [sender.py:send():235] send: stats
+2022-03-02 08:50:09,994 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:09,994 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 2
+2022-03-02 08:50:09,994 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:09,995 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 2
+2022-03-02 08:50:09,995 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 3
+2022-03-02 08:50:09,995 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:09,995 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 3
+2022-03-02 08:50:09,995 DEBUG   SenderThread:254314 [sender.py:send():235] send: summary
+2022-03-02 08:50:09,995 INFO    SenderThread:254314 [sender.py:_save_file():944] saving file wandb-summary.json with policy end
+2022-03-02 08:50:09,996 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:09,996 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 3
+2022-03-02 08:50:09,996 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 4
+2022-03-02 08:50:09,996 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:09,996 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 4
+2022-03-02 08:50:09,996 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:09,996 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 4
+2022-03-02 08:50:10,100 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:10,126 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 5
+2022-03-02 08:50:10,126 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:10,127 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:10,127 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 5
+2022-03-02 08:50:10,127 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:10,127 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 5
+2022-03-02 08:50:10,127 INFO    SenderThread:254314 [dir_watcher.py:finish():283] shutting down directory watcher
+2022-03-02 08:50:10,228 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:10,364 INFO    Thread-8  :254314 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/wandb-summary.json
+2022-03-02 08:50:10,365 INFO    SenderThread:254314 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/output.log
+2022-03-02 08:50:10,366 INFO    SenderThread:254314 [dir_watcher.py:_on_file_modified():230] file/dir modified: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/config.yaml
+2022-03-02 08:50:10,366 INFO    SenderThread:254314 [dir_watcher.py:finish():313] scan: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files
+2022-03-02 08:50:10,366 INFO    SenderThread:254314 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/wandb-metadata.json wandb-metadata.json
+2022-03-02 08:50:10,366 INFO    SenderThread:254314 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/output.log output.log
+2022-03-02 08:50:10,366 INFO    SenderThread:254314 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/wandb-summary.json wandb-summary.json
+2022-03-02 08:50:10,367 INFO    SenderThread:254314 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/requirements.txt requirements.txt
+2022-03-02 08:50:10,372 INFO    SenderThread:254314 [dir_watcher.py:finish():327] scan save: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/config.yaml config.yaml
+2022-03-02 08:50:10,375 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 6
+2022-03-02 08:50:10,376 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:10,376 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:10,377 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 6
+2022-03-02 08:50:10,379 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:10,379 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 6
+2022-03-02 08:50:10,379 INFO    SenderThread:254314 [file_pusher.py:finish():177] shutting down file pusher
+2022-03-02 08:50:10,477 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:10,478 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:10,579 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:10,579 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:10,641 INFO    Thread-12 :254314 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/output.log
+2022-03-02 08:50:10,642 INFO    Thread-14 :254314 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/requirements.txt
+2022-03-02 08:50:10,656 INFO    Thread-15 :254314 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/config.yaml
+2022-03-02 08:50:10,681 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:10,681 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:10,700 INFO    Thread-13 :254314 [upload_job.py:push():137] Uploaded file /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/files/wandb-summary.json
+2022-03-02 08:50:10,782 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:10,782 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:10,884 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:10,884 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:10,901 INFO    Thread-7  :254314 [sender.py:transition_state():392] send defer: 7
+2022-03-02 08:50:10,901 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:10,901 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 7
+2022-03-02 08:50:10,902 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:10,902 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 7
+2022-03-02 08:50:10,985 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:11,046 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 8
+2022-03-02 08:50:11,047 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:11,047 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:11,047 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 8
+2022-03-02 08:50:11,047 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:11,047 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 8
+2022-03-02 08:50:11,047 INFO    SenderThread:254314 [sender.py:transition_state():392] send defer: 9
+2022-03-02 08:50:11,048 DEBUG   SenderThread:254314 [sender.py:send():235] send: final
+2022-03-02 08:50:11,048 DEBUG   SenderThread:254314 [sender.py:send():235] send: footer
+2022-03-02 08:50:11,048 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: defer
+2022-03-02 08:50:11,048 INFO    HandlerThread:254314 [handler.py:handle_request_defer():154] handle defer: 9
+2022-03-02 08:50:11,049 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: defer
+2022-03-02 08:50:11,049 INFO    SenderThread:254314 [sender.py:send_request_defer():388] handle sender defer: 9
+2022-03-02 08:50:11,148 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: poll_exit
+2022-03-02 08:50:11,148 DEBUG   SenderThread:254314 [sender.py:send_request():249] send_request: poll_exit
+2022-03-02 08:50:11,148 INFO    SenderThread:254314 [file_pusher.py:join():182] waiting for file pusher
+2022-03-02 08:50:11,233 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: get_summary
+2022-03-02 08:50:11,233 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: sampled_history
+2022-03-02 08:50:11,234 DEBUG   HandlerThread:254314 [handler.py:handle_request():131] handle_request: shutdown
+2022-03-02 08:50:11,234 INFO    HandlerThread:254314 [handler.py:finish():739] shutting down handler
+2022-03-02 08:50:12,049 INFO    WriterThread:254314 [datastore.py:close():281] close: /home/sanchit_huggingface_co/wav2vec2-gpt2-wandb-grid-search/wandb/run-20220302_085000-3jbwcde6/run-3jbwcde6.wandb
+2022-03-02 08:50:12,232 INFO    SenderThread:254314 [sender.py:finish():1075] shutting down sender
+2022-03-02 08:50:12,232 INFO    SenderThread:254314 [file_pusher.py:finish():177] shutting down file pusher
+2022-03-02 08:50:12,232 INFO    SenderThread:254314 [file_pusher.py:join():182] waiting for file pusher
+2022-03-02 08:50:12,234 INFO    MainThread:254314 [internal.py:handle_exit():79] Internal process exited