Training in progress, step 500

config.json

@@ -1,6 +1,5 @@
 {
-  "_name_or_path": "Helsinki-NLP/opus-mt-ar-en",
-  "_num_labels": 3,
+  "_name_or_path": "Helsinki-NLP/opus-mt-en-ar",
   "activation_dropout": 0.0,
   "activation_function": "swish",
   "add_bias_logits": false,
@@ -11,7 +10,7 @@
   "attention_dropout": 0.0,
   "bad_words_ids": [
     [
-      62833
+      62801
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   ],
   "bos_token_id": 0,
@@ -22,14 +21,15 @@
   "decoder_ffn_dim": 2048,
   "decoder_layerdrop": 0.0,
   "decoder_layers": 6,
-  "decoder_start_token_id": 62833,
-  "decoder_vocab_size": 62834,
+  "decoder_start_token_id": 62801,
+  "decoder_vocab_size": 62802,
   "dropout": 0.1,
   "encoder_attention_heads": 8,
   "encoder_ffn_dim": 2048,
   "encoder_layerdrop": 0.0,
   "encoder_layers": 6,
   "eos_token_id": 0,
+  "extra_pos_embeddings": 62802,
   "forced_eos_token_id": 0,
   "id2label": {
     "0": "LABEL_0",
@@ -50,12 +50,12 @@
   "normalize_embedding": false,
   "num_beams": 4,
   "num_hidden_layers": 6,
-  "pad_token_id": 62833,
+  "pad_token_id": 62801,
   "scale_embedding": true,
   "share_encoder_decoder_embeddings": true,
   "static_position_embeddings": true,
   "torch_dtype": "float32",
   "transformers_version": "4.42.3",
   "use_cache": true,
-  "vocab_size": 62834
+  "vocab_size": 62802
 }

model.safetensors

@@ -1,3 +1,3 @@
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runs/Jul19_15-02-56_8df4908137f9/events.out.tfevents.1721401382.8df4908137f9.35.0

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runs/Jul19_15-13-23_8df4908137f9/events.out.tfevents.1721402005.8df4908137f9.35.1

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tokenizer_config.json

@@ -16,7 +16,7 @@
       "single_word": false,
       "special": true
     },
-    "62833": {
+    "62801": {
       "content": "<pad>",
       "lstrip": false,
       "normalized": false,
@@ -30,9 +30,9 @@
   "model_max_length": 512,
   "pad_token": "<pad>",
   "separate_vocabs": false,
-  "source_lang": "ar",
+  "source_lang": "eng",
   "sp_model_kwargs": {},
-  "target_lang": "en",
+  "target_lang": "ara",
   "tokenizer_class": "MarianTokenizer",
   "unk_token": "<unk>"
 }

training_args.bin

@@ -1,3 +1,3 @@
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 size 5304

wandb/debug.log

@@ -1,79 +1,51 @@
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Configure stats pid to 35
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'}
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Applying login settings: {}
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Applying login settings: {}
-2024-07-19 09:05:32,414 INFO    MainThread:35 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
-2024-07-19 09:05:32,414 ERROR   MainThread:35 [wandb_setup.py:_flush():78] error in wandb.init()
-Traceback (most recent call last):
-  File "/opt/conda/lib/python3.10/site-packages/IPython/core/interactiveshell.py", line 3553, in run_code
-    exec(code_obj, self.user_global_ns, self.user_ns)
-  File "/tmp/ipykernel_35/4032920361.py", line 1, in <module>
-    trainer.train()
-  File "/opt/conda/lib/python3.10/site-packages/transformers/trainer.py", line 1923, in train
-    return inner_training_loop(
-  File "/opt/conda/lib/python3.10/site-packages/transformers/trainer.py", line 2196, in _inner_training_loop
-    self.control = self.callback_handler.on_train_begin(args, self.state, self.control)
-  File "/opt/conda/lib/python3.10/site-packages/transformers/trainer_callback.py", line 461, in on_train_begin
-    return self.call_event("on_train_begin", args, state, control)
-  File "/opt/conda/lib/python3.10/site-packages/transformers/trainer_callback.py", line 508, in call_event
-    result = getattr(callback, event)(
-  File "/opt/conda/lib/python3.10/site-packages/transformers/integrations/integration_utils.py", line 842, in on_train_begin
-    self.setup(args, state, model, **kwargs)
-  File "/opt/conda/lib/python3.10/site-packages/transformers/integrations/integration_utils.py", line 776, in setup
-    self._wandb.init(
-  File "/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py", line 1195, in init
-    wandb._sentry.reraise(e)
-  File "/opt/conda/lib/python3.10/site-packages/wandb/analytics/sentry.py", line 155, in reraise
-    raise exc.with_traceback(sys.exc_info()[2])
-  File "/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py", line 1180, in init
-    wi.setup(kwargs)
-  File "/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_init.py", line 300, in setup
-    wandb_login._login(
-  File "/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_login.py", line 346, in _login
-    wlogin.prompt_api_key()
-  File "/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_login.py", line 273, in prompt_api_key
-    key, status = self._prompt_api_key()
-  File "/opt/conda/lib/python3.10/site-packages/wandb/sdk/wandb_login.py", line 252, in _prompt_api_key
-    key = apikey.prompt_api_key(
-  File "/opt/conda/lib/python3.10/site-packages/wandb/sdk/lib/apikey.py", line 164, in prompt_api_key
-    key = input_callback(api_ask).strip()
-  File "/opt/conda/lib/python3.10/site-packages/click/termui.py", line 164, in prompt
-    value = prompt_func(prompt)
-  File "/opt/conda/lib/python3.10/site-packages/click/termui.py", line 147, in prompt_func
-    raise Abort() from None
-click.exceptions.Abort
-2024-07-19 09:05:32,415 INFO    MainThread:35 [wandb_init.py:_log_setup():529] Logging user logs to /kaggle/working/wandb/run-20240719_090532-oy10h8oj/logs/debug.log
-2024-07-19 09:05:32,415 INFO    MainThread:35 [wandb_init.py:_log_setup():530] Logging internal logs to /kaggle/working/wandb/run-20240719_090532-oy10h8oj/logs/debug-internal.log
-2024-07-19 09:05:32,415 INFO    MainThread:35 [wandb_init.py:_jupyter_setup():475] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7a8b8b2dee00>
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-2024-07-19 09:05:32,415 INFO    MainThread:35 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Current SDK version is 0.17.4
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Configure stats pid to 35
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False}
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'}
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Applying login settings: {}
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_init.py:_log_setup():529] Logging user logs to /kaggle/working/wandb/run-20240719_150308-wq61zns9/logs/debug.log
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_init.py:_log_setup():530] Logging internal logs to /kaggle/working/wandb/run-20240719_150308-wq61zns9/logs/debug-internal.log
+2024-07-19 15:03:08,533 INFO    MainThread:35 [wandb_init.py:_jupyter_setup():475] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7ac420802680>
+2024-07-19 15:03:08,534 INFO    MainThread:35 [wandb_init.py:init():569] calling init triggers
+2024-07-19 15:03:08,534 INFO    MainThread:35 [wandb_init.py:init():576] wandb.init called with sweep_config: {}
 config: {}
-2024-07-19 09:05:32,415 INFO    MainThread:35 [wandb_init.py:init():619] starting backend
-2024-07-19 09:05:32,415 INFO    MainThread:35 [wandb_init.py:init():623] setting up manager
-2024-07-19 09:05:32,417 INFO    MainThread:35 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
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-2024-07-19 09:05:32,431 INFO    MainThread:35 [wandb_run.py:_label_probe_notebook():1334] probe notebook
-2024-07-19 09:05:32,782 INFO    MainThread:35 [wandb_init.py:init():720] updated telemetry
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-2024-07-19 09:05:33,284 INFO    MainThread:35 [wandb_run.py:_on_init():2411] got version response 
-2024-07-19 09:05:33,285 INFO    MainThread:35 [wandb_init.py:init():804] starting run threads in backend
-2024-07-19 09:05:49,371 INFO    MainThread:35 [wandb_run.py:_console_start():2380] atexit reg
-2024-07-19 09:05:49,371 INFO    MainThread:35 [wandb_run.py:_redirect():2235] redirect: wrap_raw
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'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/kaggle/working/', '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, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 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None, 'batch_eval_metrics': False, 'eval_on_start': False, 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': None, 'generation_num_beams': None, 'generation_config': None}
+2024-07-19 15:03:25,508 INFO    MainThread:35 [wandb_config.py:__setitem__():151] config set model/num_parameters = 76817408 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ac41ae98400>>
+2024-07-19 15:03:25,508 INFO    MainThread:35 [wandb_run.py:_config_callback():1382] config_cb model/num_parameters 76817408 None
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+2024-07-19 15:13:25,433 INFO    MainThread:35 [wandb_run.py:_config_callback():1382] config_cb None None {'vocab_size': 62802, 'decoder_vocab_size': 62802, 'max_position_embeddings': 512, 'd_model': 512, 'encoder_ffn_dim': 2048, 'encoder_layers': 6, 'encoder_attention_heads': 8, 'decoder_ffn_dim': 2048, 'decoder_layers': 6, 'decoder_attention_heads': 8, 'dropout': 0.1, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'activation_function': 'swish', 'init_std': 0.02, 'encoder_layerdrop': 0.0, 'decoder_layerdrop': 0.0, 'use_cache': True, 'num_hidden_layers': 6, 'scale_embedding': True, 'share_encoder_decoder_embeddings': True, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 512, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 4, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_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': [[62801]], 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': 0, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['MarianMTModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 0, 'pad_token_id': 62801, 'eos_token_id': 0, 'sep_token_id': None, 'decoder_start_token_id': 62801, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'Helsinki-NLP/opus-mt-en-ar', 'transformers_version': '4.42.3', 'add_bias_logits': False, 'add_final_layer_norm': False, 'classif_dropout': 0.0, 'classifier_dropout': 0.0, 'extra_pos_embeddings': 62802, 'model_type': 'marian', 'normalize_before': False, 'normalize_embedding': False, 'static_position_embeddings': True, 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', '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': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 10, 'max_steps': -1, 'lr_scheduler_type': 'linear', 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'dataloader_persistent_workers': False, '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>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': None, 'generation_num_beams': None, 'generation_config': None}
+2024-07-19 15:13:25,439 INFO    MainThread:35 [wandb_config.py:__setitem__():151] config set model/num_parameters = 76817408 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ac41ae98400>>
+2024-07-19 15:13:25,439 INFO    MainThread:35 [wandb_run.py:_config_callback():1382] config_cb model/num_parameters 76817408 None

wandb/run-20240719_150308-wq61zns9/files/config.yaml

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+wandb_version: 1
+
+_wandb:
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wandb/run-20240719_150308-wq61zns9/files/output.log

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+Some non-default generation parameters are set in the model config. These should go into a GenerationConfig file (https://huggingface.co/docs/transformers/generation_strategies#save-a-custom-decoding-strategy-with-your-model) instead. This warning will be raised to an exception in v4.41.

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wandb/run-20240719_150308-wq61zns9/logs/debug.log

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+config: {}
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+2024-07-19 15:03:08,534 INFO    MainThread:35 [wandb_init.py:init():623] setting up manager
+2024-07-19 15:03:08,535 INFO    MainThread:35 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
+2024-07-19 15:03:08,538 INFO    MainThread:35 [wandb_init.py:init():631] backend started and connected
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+2024-07-19 15:03:09,072 INFO    MainThread:35 [wandb_init.py:init():720] updated telemetry
+2024-07-19 15:03:09,075 INFO    MainThread:35 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
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+2024-07-19 15:03:25,491 INFO    MainThread:35 [wandb_run.py:_console_start():2380] atexit reg
+2024-07-19 15:03:25,491 INFO    MainThread:35 [wandb_run.py:_redirect():2235] redirect: wrap_raw
+2024-07-19 15:03:25,491 INFO    MainThread:35 [wandb_run.py:_redirect():2300] Wrapping output streams.
+2024-07-19 15:03:25,492 INFO    MainThread:35 [wandb_run.py:_redirect():2325] Redirects installed.
+2024-07-19 15:03:25,496 INFO    MainThread:35 [wandb_init.py:init():847] run started, returning control to user process
+2024-07-19 15:03:25,502 INFO    MainThread:35 [wandb_run.py:_config_callback():1382] config_cb None None {'vocab_size': 62802, 'decoder_vocab_size': 62802, 'max_position_embeddings': 512, 'd_model': 512, 'encoder_ffn_dim': 2048, 'encoder_layers': 6, 'encoder_attention_heads': 8, 'decoder_ffn_dim': 2048, 'decoder_layers': 6, 'decoder_attention_heads': 8, 'dropout': 0.1, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'activation_function': 'swish', 'init_std': 0.02, 'encoder_layerdrop': 0.0, 'decoder_layerdrop': 0.0, 'use_cache': True, 'num_hidden_layers': 6, 'scale_embedding': True, 'share_encoder_decoder_embeddings': True, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 512, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 4, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_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': [[62801]], 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': 0, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['MarianMTModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 0, 'pad_token_id': 62801, 'eos_token_id': 0, 'sep_token_id': None, 'decoder_start_token_id': 62801, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'Helsinki-NLP/opus-mt-en-ar', 'transformers_version': '4.42.3', 'add_bias_logits': False, 'add_final_layer_norm': False, 'classif_dropout': 0.0, 'classifier_dropout': 0.0, 'extra_pos_embeddings': 62802, 'model_type': 'marian', 'normalize_before': False, 'normalize_embedding': False, 'static_position_embeddings': True, 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', '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': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 10, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Jul19_15-02-56_8df4908137f9', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 3, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/kaggle/working/', '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, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, '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>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': None, 'generation_num_beams': None, 'generation_config': None}
+2024-07-19 15:03:25,508 INFO    MainThread:35 [wandb_config.py:__setitem__():151] config set model/num_parameters = 76817408 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ac41ae98400>>
+2024-07-19 15:03:25,508 INFO    MainThread:35 [wandb_run.py:_config_callback():1382] config_cb model/num_parameters 76817408 None
+2024-07-19 15:12:08,909 INFO    MainThread:35 [jupyter.py:save_ipynb():372] not saving jupyter notebook
+2024-07-19 15:12:08,909 INFO    MainThread:35 [wandb_init.py:_pause_backend():440] pausing backend
+2024-07-19 15:13:08,410 INFO    MainThread:35 [wandb_init.py:_resume_backend():445] resuming backend
+2024-07-19 15:13:09,248 INFO    MainThread:35 [jupyter.py:save_ipynb():372] not saving jupyter notebook
+2024-07-19 15:13:09,248 INFO    MainThread:35 [wandb_init.py:_pause_backend():440] pausing backend
+2024-07-19 15:13:22,988 INFO    MainThread:35 [wandb_init.py:_resume_backend():445] resuming backend
+2024-07-19 15:13:22,990 INFO    MainThread:35 [jupyter.py:save_ipynb():372] not saving jupyter notebook
+2024-07-19 15:13:22,990 INFO    MainThread:35 [wandb_init.py:_pause_backend():440] pausing backend
+2024-07-19 15:13:23,619 INFO    MainThread:35 [wandb_init.py:_resume_backend():445] resuming backend
+2024-07-19 15:13:23,649 INFO    MainThread:35 [jupyter.py:save_ipynb():372] not saving jupyter notebook
+2024-07-19 15:13:23,649 INFO    MainThread:35 [wandb_init.py:_pause_backend():440] pausing backend
+2024-07-19 15:13:24,165 INFO    MainThread:35 [wandb_init.py:_resume_backend():445] resuming backend
+2024-07-19 15:13:24,311 INFO    MainThread:35 [jupyter.py:save_ipynb():372] not saving jupyter notebook
+2024-07-19 15:13:24,311 INFO    MainThread:35 [wandb_init.py:_pause_backend():440] pausing backend
+2024-07-19 15:13:24,660 INFO    MainThread:35 [wandb_init.py:_resume_backend():445] resuming backend
+2024-07-19 15:13:25,433 INFO    MainThread:35 [wandb_run.py:_config_callback():1382] config_cb None None {'vocab_size': 62802, 'decoder_vocab_size': 62802, 'max_position_embeddings': 512, 'd_model': 512, 'encoder_ffn_dim': 2048, 'encoder_layers': 6, 'encoder_attention_heads': 8, 'decoder_ffn_dim': 2048, 'decoder_layers': 6, 'decoder_attention_heads': 8, 'dropout': 0.1, 'attention_dropout': 0.0, 'activation_dropout': 0.0, 'activation_function': 'swish', 'init_std': 0.02, 'encoder_layerdrop': 0.0, 'decoder_layerdrop': 0.0, 'use_cache': True, 'num_hidden_layers': 6, 'scale_embedding': True, 'share_encoder_decoder_embeddings': True, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': None, 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, 'is_encoder_decoder': True, 'is_decoder': False, 'cross_attention_hidden_size': None, 'add_cross_attention': False, 'tie_encoder_decoder': False, 'max_length': 512, 'min_length': 0, 'do_sample': False, 'early_stopping': False, 'num_beams': 4, 'num_beam_groups': 1, 'diversity_penalty': 0.0, 'temperature': 1.0, 'top_k': 50, 'top_p': 1.0, 'typical_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': [[62801]], 'num_return_sequences': 1, 'output_scores': False, 'return_dict_in_generate': False, 'forced_bos_token_id': None, 'forced_eos_token_id': 0, 'remove_invalid_values': False, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['MarianMTModel'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': 0, 'pad_token_id': 62801, 'eos_token_id': 0, 'sep_token_id': None, 'decoder_start_token_id': 62801, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'Helsinki-NLP/opus-mt-en-ar', 'transformers_version': '4.42.3', 'add_bias_logits': False, 'add_final_layer_norm': False, 'classif_dropout': 0.0, 'classifier_dropout': 0.0, 'extra_pos_embeddings': 62802, 'model_type': 'marian', 'normalize_before': False, 'normalize_embedding': False, 'static_position_embeddings': True, 'output_dir': '/kaggle/working/', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'eval_strategy': 'epoch', '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': 1, 'eval_accumulation_steps': None, 'eval_delay': 0, 'learning_rate': 2e-05, 'weight_decay': 0.01, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 1.0, 'num_train_epochs': 10, 'max_steps': -1, 'lr_scheduler_type': 'linear', 'lr_scheduler_kwargs': {}, 'warmup_ratio': 0.0, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': '/kaggle/working/runs/Jul19_15-13-23_8df4908137f9', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 500, 'save_total_limit': 3, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': False, 'restore_callback_states_from_checkpoint': False, 'no_cuda': False, 'use_cpu': False, 'use_mps_device': False, 'seed': 42, 'data_seed': None, 'jit_mode_eval': False, 'use_ipex': False, 'bf16': False, 'fp16': True, 'fp16_opt_level': 'O1', 'half_precision_backend': 'auto', 'bf16_full_eval': False, 'fp16_full_eval': False, 'tf32': None, 'local_rank': 0, 'ddp_backend': None, 'tpu_num_cores': None, 'tpu_metrics_debug': False, 'debug': [], 'dataloader_drop_last': False, 'eval_steps': None, 'dataloader_num_workers': 0, 'dataloader_prefetch_factor': None, 'past_index': -1, 'run_name': '/kaggle/working/', '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, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}, 'fsdp_transformer_layer_cls_to_wrap': None, 'accelerator_config': {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}, 'deepspeed': None, 'label_smoothing_factor': 0.0, 'optim': 'adamw_torch', 'optim_args': None, 'adafactor': False, 'group_by_length': False, 'length_column_name': 'length', 'report_to': ['tensorboard', 'wandb'], 'ddp_find_unused_parameters': None, 'ddp_bucket_cap_mb': None, 'ddp_broadcast_buffers': None, 'dataloader_pin_memory': True, 'dataloader_persistent_workers': False, '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>', 'hub_private_repo': False, 'hub_always_push': False, 'gradient_checkpointing': False, 'gradient_checkpointing_kwargs': None, 'include_inputs_for_metrics': False, 'eval_do_concat_batches': True, 'fp16_backend': 'auto', 'evaluation_strategy': None, 'push_to_hub_model_id': None, 'push_to_hub_organization': None, 'push_to_hub_token': '<PUSH_TO_HUB_TOKEN>', 'mp_parameters': '', 'auto_find_batch_size': False, 'full_determinism': False, 'torchdynamo': None, 'ray_scope': 'last', 'ddp_timeout': 1800, 'torch_compile': False, 'torch_compile_backend': None, 'torch_compile_mode': None, 'dispatch_batches': None, 'split_batches': None, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None, 'optim_target_modules': None, 'batch_eval_metrics': False, 'eval_on_start': False, 'sortish_sampler': False, 'predict_with_generate': True, 'generation_max_length': None, 'generation_num_beams': None, 'generation_config': None}
+2024-07-19 15:13:25,439 INFO    MainThread:35 [wandb_config.py:__setitem__():151] config set model/num_parameters = 76817408 - <bound method Run._config_callback of <wandb.sdk.wandb_run.Run object at 0x7ac41ae98400>>
+2024-07-19 15:13:25,439 INFO    MainThread:35 [wandb_run.py:_config_callback():1382] config_cb model/num_parameters 76817408 None