|
2023-07-27 15:49:36,411 INFO MainThread:21 [wandb_setup.py:_flush():76] Current SDK version is 0.15.7 |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_setup.py:_flush():76] Configure stats pid to 21 |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_setup.py:_flush():76] Loading settings from /root/mskov/falcon7b_quant/wandb/settings |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_setup.py:_flush():76] Loading settings from environment variables: {} |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_setup.py:_flush():76] Applying setup settings: {'_disable_service': False} |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'} |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'} |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_init.py:_log_setup():507] Logging user logs to /root/mskov/falcon7b_quant/wandb/run-20230727_154936-a41qiywg/logs/debug.log |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_init.py:_log_setup():508] Logging internal logs to /root/mskov/falcon7b_quant/wandb/run-20230727_154936-a41qiywg/logs/debug-internal.log |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_init.py:_jupyter_setup():453] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7f468db73070> |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_init.py:init():547] calling init triggers |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_init.py:init():554] wandb.init called with sweep_config: {} |
|
config: {} |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_init.py:init():596] starting backend |
|
2023-07-27 15:49:36,412 INFO MainThread:21 [wandb_init.py:init():600] setting up manager |
|
2023-07-27 15:49:36,414 INFO MainThread:21 [backend.py:_multiprocessing_setup():106] multiprocessing start_methods=fork,spawn,forkserver, using: spawn |
|
2023-07-27 15:49:36,416 INFO MainThread:21 [wandb_init.py:init():606] backend started and connected |
|
2023-07-27 15:49:36,424 INFO MainThread:21 [wandb_run.py:_label_probe_notebook():1234] probe notebook |
|
2023-07-27 15:49:36,429 INFO MainThread:21 [wandb_run.py:_label_probe_notebook():1244] Unable to probe notebook: 'NoneType' object has no attribute 'get' |
|
2023-07-27 15:49:36,429 INFO MainThread:21 [wandb_init.py:init():697] updated telemetry |
|
2023-07-27 15:49:36,450 INFO MainThread:21 [wandb_init.py:init():730] communicating run to backend with 60.0 second timeout |
|
2023-07-27 15:49:36,781 INFO MainThread:21 [wandb_run.py:_on_init():2174] communicating current version |
|
2023-07-27 15:49:36,852 INFO MainThread:21 [wandb_run.py:_on_init():2183] got version response |
|
2023-07-27 15:49:36,852 INFO MainThread:21 [wandb_init.py:init():781] starting run threads in backend |
|
2023-07-27 15:49:44,828 INFO MainThread:21 [wandb_run.py:_console_start():2153] atexit reg |
|
2023-07-27 15:49:44,830 INFO MainThread:21 [wandb_run.py:_redirect():2008] redirect: wrap_raw |
|
2023-07-27 15:49:44,830 INFO MainThread:21 [wandb_run.py:_redirect():2073] Wrapping output streams. |
|
2023-07-27 15:49:44,830 INFO MainThread:21 [wandb_run.py:_redirect():2098] Redirects installed. |
|
2023-07-27 15:49:44,832 INFO MainThread:21 [wandb_init.py:init():822] run started, returning control to user process |
|
2023-07-27 15:49:44,835 INFO MainThread:21 [wandb_run.py:_config_callback():1282] config_cb None None {'vocab_size': 65024, 'hidden_size': 4544, 'n_layer': 32, 'n_head': 71, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'use_cache': False, 'apply_residual_connection_post_layernorm': False, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'bos_token_id': 11, 'eos_token_id': 11, 'multi_query': True, 'alibi': False, 'bias': False, 'parallel_attn': True, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'bfloat16', 'use_bfloat16': False, 'tf_legacy_loss': 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, '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': 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, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['RWForCausalLM'], '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': None, 'problem_type': None, '_name_or_path': 'ybelkada/falcon-7b-sharded-bf16', 'transformers_version': '4.31.0', 'auto_map': {'AutoConfig': 'tiiuae/falcon-7b--configuration_RW.RWConfig', 'AutoModel': 'tiiuae/falcon-7b--modelling_RW.RWModel', 'AutoModelForCausalLM': 'tiiuae/falcon-7b--modelling_RW.RWForCausalLM', 'AutoModelForQuestionAnswering': 'tiiuae/falcon-7b--modelling_RW.RWForQuestionAnswering', 'AutoModelForSequenceClassification': 'tiiuae/falcon-7b--modelling_RW.RWForSequenceClassification', 'AutoModelForTokenClassification': 'tiiuae/falcon-7b--modelling_RW.RWForTokenClassification'}, 'model_type': 'RefinedWebModel', 'quantization_config': {'load_in_8bit': False, 'load_in_4bit': True, 'llm_int8_threshold': 6.0, 'llm_int8_skip_modules': None, 'llm_int8_enable_fp32_cpu_offload': False, 'llm_int8_has_fp16_weight': False, 'bnb_4bit_quant_type': 'nf4', 'bnb_4bit_use_double_quant': False, 'bnb_4bit_compute_dtype': 'float16'}, 'output_dir': './results', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 4, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 4, 'eval_accumulation_steps': 'None', 'eval_delay': 0, 'learning_rate': 0.0002, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.3, 'num_train_epochs': 3.0, 'max_steps': 500, 'lr_scheduler_type': 'constant', 'warmup_ratio': 0.03, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './results/runs/Jul27_15-48-23_pytorch-2-0-0-gpu--ml-g4dn-2xlarge-9a500aed7fe4dadadc562adc1e80', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 10, 'save_total_limit': 'None', 'save_safetensors': False, 'save_on_each_node': False, 'no_cuda': 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, 'past_index': -1, 'run_name': './results', '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': '[]', 'fsdp': '[]', 'fsdp_min_num_params': 0, 'fsdp_config': "{'fsdp_min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}", 'fsdp_transformer_layer_cls_to_wrap': 'None', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'paged_adamw_32bit', 'optim_args': 'None', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'ddp_broadcast_buffers': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'gradient_checkpointing': False, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', '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', 'xpu_backend': 'None', 'train_batch_size': 4, 'eval_batch_size': 8} |
|
2023-07-27 17:45:31,239 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-27 17:45:31,240 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 14:45:09,605 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 14:45:09,630 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 14:45:09,630 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:11:17,481 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:11:29,927 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:11:29,929 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:11:29,934 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:11:32,706 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:11:32,707 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:11:32,712 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:11:35,511 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:11:35,512 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:11:35,517 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:11:38,405 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:11:38,407 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:11:39,706 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:11:42,399 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:11:42,400 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:11:42,759 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:11:42,762 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:11:42,762 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:11:47,781 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:12:05,813 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:12:05,815 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:12:05,839 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:12:06,211 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:12:06,211 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:12:06,217 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:12:06,218 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:12:06,218 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:12:06,224 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:12:06,301 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:12:06,301 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:12:11,043 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:13:04,229 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:13:04,231 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:13:04,236 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:13:04,244 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 15:13:04,244 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
2023-07-31 15:13:04,249 INFO MainThread:21 [wandb_init.py:_resume_backend():423] resuming backend |
|
2023-07-31 15:13:04,818 INFO MainThread:21 [wandb_run.py:_config_callback():1282] config_cb None None {'vocab_size': 65024, 'hidden_size': 4544, 'n_layer': 32, 'n_head': 71, 'layer_norm_epsilon': 1e-05, 'initializer_range': 0.02, 'use_cache': False, 'apply_residual_connection_post_layernorm': False, 'hidden_dropout': 0.0, 'attention_dropout': 0.0, 'bos_token_id': 11, 'eos_token_id': 11, 'multi_query': True, 'alibi': False, 'bias': False, 'parallel_attn': True, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'bfloat16', 'use_bfloat16': False, 'tf_legacy_loss': 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, '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': 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, 'exponential_decay_length_penalty': None, 'suppress_tokens': None, 'begin_suppress_tokens': None, 'architectures': ['RWForCausalLM'], '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': None, 'problem_type': None, '_name_or_path': 'ybelkada/falcon-7b-sharded-bf16', 'transformers_version': '4.31.0', 'auto_map': {'AutoConfig': 'tiiuae/falcon-7b--configuration_RW.RWConfig', 'AutoModel': 'tiiuae/falcon-7b--modelling_RW.RWModel', 'AutoModelForCausalLM': 'tiiuae/falcon-7b--modelling_RW.RWForCausalLM', 'AutoModelForQuestionAnswering': 'tiiuae/falcon-7b--modelling_RW.RWForQuestionAnswering', 'AutoModelForSequenceClassification': 'tiiuae/falcon-7b--modelling_RW.RWForSequenceClassification', 'AutoModelForTokenClassification': 'tiiuae/falcon-7b--modelling_RW.RWForTokenClassification'}, 'model_type': 'RefinedWebModel', 'quantization_config': {'load_in_8bit': False, 'load_in_4bit': True, 'llm_int8_threshold': 6.0, 'llm_int8_skip_modules': None, 'llm_int8_enable_fp32_cpu_offload': False, 'llm_int8_has_fp16_weight': False, 'bnb_4bit_quant_type': 'nf4', 'bnb_4bit_use_double_quant': False, 'bnb_4bit_compute_dtype': 'float16'}, 'output_dir': './results', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': False, 'do_predict': False, 'evaluation_strategy': 'no', 'prediction_loss_only': False, 'per_device_train_batch_size': 4, 'per_device_eval_batch_size': 8, 'per_gpu_train_batch_size': 'None', 'per_gpu_eval_batch_size': 'None', 'gradient_accumulation_steps': 4, 'eval_accumulation_steps': 'None', 'eval_delay': 0, 'learning_rate': 0.0002, 'weight_decay': 0.0, 'adam_beta1': 0.9, 'adam_beta2': 0.999, 'adam_epsilon': 1e-08, 'max_grad_norm': 0.3, 'num_train_epochs': 3.0, 'max_steps': 500, 'lr_scheduler_type': 'constant', 'warmup_ratio': 0.03, 'warmup_steps': 0, 'log_level': 'passive', 'log_level_replica': 'warning', 'log_on_each_node': True, 'logging_dir': './results/runs/Jul31_15-12-06_pytorch-2-0-0-gpu--ml-g4dn-2xlarge-9a500aed7fe4dadadc562adc1e80', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 10, 'logging_nan_inf_filter': True, 'save_strategy': 'steps', 'save_steps': 10, 'save_total_limit': 'None', 'save_safetensors': False, 'save_on_each_node': False, 'no_cuda': 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, 'past_index': -1, 'run_name': './results', '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': '[]', 'fsdp': '[]', 'fsdp_min_num_params': 0, 'fsdp_config': "{'fsdp_min_num_params': 0, 'xla': False, 'xla_fsdp_grad_ckpt': False}", 'fsdp_transformer_layer_cls_to_wrap': 'None', 'deepspeed': 'None', 'label_smoothing_factor': 0.0, 'optim': 'paged_adamw_32bit', 'optim_args': 'None', 'adafactor': False, 'group_by_length': True, 'length_column_name': 'length', 'report_to': "['wandb']", 'ddp_find_unused_parameters': 'None', 'ddp_bucket_cap_mb': 'None', 'ddp_broadcast_buffers': 'None', 'dataloader_pin_memory': True, 'skip_memory_metrics': True, 'use_legacy_prediction_loop': False, 'push_to_hub': False, 'resume_from_checkpoint': 'None', 'hub_model_id': 'None', 'hub_strategy': 'every_save', 'hub_token': '<HUB_TOKEN>', 'hub_private_repo': False, 'gradient_checkpointing': False, 'include_inputs_for_metrics': False, 'fp16_backend': 'auto', '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', 'xpu_backend': 'None', 'train_batch_size': 4, 'eval_batch_size': 8} |
|
2023-07-31 17:09:57,806 INFO MainThread:21 [jupyter.py:save_ipynb():373] not saving jupyter notebook |
|
2023-07-31 17:09:57,808 INFO MainThread:21 [wandb_init.py:_pause_backend():418] pausing backend |
|
|