Svangorden13 commited on
Commit
5cfeff5
·
verified ·
1 Parent(s): cc2e7d0

Training in progress, epoch 1

Browse files
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:1c1bf8bb2ef4d649d80f222eea16794172638e52a6ef7c95799ee7794987859c
3
  size 265503852
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:ea33e2d9b206bf2c46406ec2c3d094b57f5c61199f2937934e5611d4b265500b
3
  size 265503852
runs/Feb28_16-47-23_bafa38fbdbe9/events.out.tfevents.1709138848.bafa38fbdbe9.34.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3fc15b769fe49680672eda3d0021ed53b8e4baf7fa7f3cfc03ca93e1204eac32
3
+ size 5708
training_args.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c9cacd27ca9f0b4dc48af114f6d35364761d6d40462bfdece1d52600c1a33986
3
  size 4728
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a3dddf61d7cc70ebe297f1142aee6de92c9882d21f55e62d7c706a93fcee07cb
3
  size 4728
wandb/debug-internal.log CHANGED
The diff for this file is too large to render. See raw diff
 
wandb/debug.log CHANGED
@@ -1,116 +1,31 @@
1
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Current SDK version is 0.16.2
2
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Configure stats pid to 345
3
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
4
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
5
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
6
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'}
7
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
8
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
9
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_init.py:_log_setup():526] Logging user logs to /kaggle/working/wandb/run-20240227_190534-i3bofc05/logs/debug.log
10
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_init.py:_log_setup():527] Logging internal logs to /kaggle/working/wandb/run-20240227_190534-i3bofc05/logs/debug-internal.log
11
- 2024-02-27 19:05:34,795 INFO MainThread:345 [wandb_init.py:_jupyter_setup():472] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x79c61109b190>
12
- 2024-02-27 19:05:34,796 INFO MainThread:345 [wandb_init.py:init():566] calling init triggers
13
- 2024-02-27 19:05:34,796 INFO MainThread:345 [wandb_init.py:init():573] wandb.init called with sweep_config: {}
14
  config: {}
15
- 2024-02-27 19:05:34,796 INFO MainThread:345 [wandb_init.py:init():616] starting backend
16
- 2024-02-27 19:05:34,796 INFO MainThread:345 [wandb_init.py:init():620] setting up manager
17
- 2024-02-27 19:05:34,797 INFO MainThread:345 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
18
- 2024-02-27 19:05:34,800 INFO MainThread:345 [wandb_init.py:init():628] backend started and connected
19
- 2024-02-27 19:05:34,811 INFO MainThread:345 [wandb_run.py:_label_probe_notebook():1294] probe notebook
20
- 2024-02-27 19:05:35,082 INFO MainThread:345 [wandb_init.py:init():720] updated telemetry
21
- 2024-02-27 19:05:35,085 INFO MainThread:345 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
22
- 2024-02-27 19:05:35,303 INFO MainThread:345 [wandb_run.py:_on_init():2254] communicating current version
23
- 2024-02-27 19:05:35,394 INFO MainThread:345 [wandb_run.py:_on_init():2263] got version response upgrade_message: "wandb version 0.16.3 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
24
 
25
- 2024-02-27 19:05:35,394 INFO MainThread:345 [wandb_init.py:init():804] starting run threads in backend
26
- 2024-02-27 19:06:05,429 INFO MainThread:345 [wandb_run.py:_console_start():2233] atexit reg
27
- 2024-02-27 19:06:05,430 INFO MainThread:345 [wandb_run.py:_redirect():2088] redirect: wrap_raw
28
- 2024-02-27 19:06:05,430 INFO MainThread:345 [wandb_run.py:_redirect():2153] Wrapping output streams.
29
- 2024-02-27 19:06:05,430 INFO MainThread:345 [wandb_run.py:_redirect():2178] Redirects installed.
30
- 2024-02-27 19:06:05,431 INFO MainThread:345 [wandb_init.py:init():847] run started, returning control to user process
31
- 2024-02-27 19:06:05,437 INFO MainThread:345 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, '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, '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': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, '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': 1, '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/Feb27_19-05-30_fcc1160403f2', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': 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': False, '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': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'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': '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, '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, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
32
- 2024-02-27 19:09:05,083 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
33
- 2024-02-27 19:09:05,083 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
34
- 2024-02-27 19:09:05,089 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
35
- 2024-02-27 19:09:05,285 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
36
- 2024-02-27 19:09:05,285 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
37
- 2024-02-27 19:09:05,290 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
38
- 2024-02-27 19:09:05,294 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
39
- 2024-02-27 19:09:05,295 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
40
- 2024-02-27 19:09:05,301 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
41
- 2024-02-27 19:09:05,468 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
42
- 2024-02-27 19:09:05,468 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
43
- 2024-02-27 19:09:05,474 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
44
- 2024-02-27 19:09:06,899 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
45
- 2024-02-27 19:09:06,899 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
46
- 2024-02-27 19:22:51,710 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
47
- 2024-02-27 19:22:51,754 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
48
- 2024-02-27 19:22:51,754 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
49
- 2024-02-27 19:22:59,838 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
50
- 2024-02-27 19:22:59,851 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
51
- 2024-02-27 19:22:59,852 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
52
- 2024-02-27 19:23:12,301 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
53
- 2024-02-27 19:23:12,414 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
54
- 2024-02-27 19:23:12,414 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
55
- 2024-02-27 19:23:31,995 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
56
- 2024-02-27 19:23:43,602 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
57
- 2024-02-27 19:23:43,603 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
58
- 2024-02-27 19:39:48,403 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
59
- 2024-02-27 19:40:25,322 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
60
- 2024-02-27 19:40:25,322 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
61
- 2024-02-27 19:40:25,330 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
62
- 2024-02-27 19:40:25,331 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
63
- 2024-02-27 19:40:25,332 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
64
- 2024-02-27 19:40:25,340 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
65
- 2024-02-27 19:40:27,057 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
66
- 2024-02-27 19:40:27,057 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
67
- 2024-02-27 19:40:27,064 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
68
- 2024-02-27 19:40:27,195 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
69
- 2024-02-27 19:40:27,195 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
70
- 2024-02-27 19:40:27,202 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
71
- 2024-02-27 19:40:27,817 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
72
- 2024-02-27 19:40:27,817 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
73
- 2024-02-27 19:40:27,824 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
74
- 2024-02-27 19:40:33,665 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
75
- 2024-02-27 19:40:33,666 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
76
- 2024-02-27 19:40:33,676 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
77
- 2024-02-27 19:40:33,678 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
78
- 2024-02-27 19:40:33,678 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
79
- 2024-02-27 19:40:33,685 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
80
- 2024-02-27 19:40:40,172 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
81
- 2024-02-27 19:40:40,172 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
82
- 2024-02-27 19:40:40,179 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
83
- 2024-02-27 19:41:07,056 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
84
- 2024-02-27 19:41:07,056 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
85
- 2024-02-27 19:41:07,065 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
86
- 2024-02-27 19:41:07,102 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
87
- 2024-02-27 19:41:07,102 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
88
- 2024-02-27 19:41:07,108 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
89
- 2024-02-27 19:41:07,119 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
90
- 2024-02-27 19:41:07,119 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
91
- 2024-02-27 19:41:07,127 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
92
- 2024-02-27 19:41:07,957 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
93
- 2024-02-27 19:41:07,958 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
94
- 2024-02-27 19:41:07,963 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
95
- 2024-02-27 19:41:08,494 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
96
- 2024-02-27 19:41:08,494 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
97
- 2024-02-27 19:41:08,504 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
98
- 2024-02-27 19:41:08,507 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
99
- 2024-02-27 19:41:08,507 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
100
- 2024-02-27 19:41:08,515 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
101
- 2024-02-27 19:41:08,726 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
102
- 2024-02-27 19:41:08,726 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
103
- 2024-02-27 19:41:08,732 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
104
- 2024-02-27 19:41:08,733 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
105
- 2024-02-27 19:41:08,733 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
106
- 2024-02-27 19:41:08,739 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
107
- 2024-02-27 19:41:09,530 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
108
- 2024-02-27 19:41:09,530 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
109
- 2024-02-27 19:41:09,539 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
110
- 2024-02-27 19:41:09,541 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
111
- 2024-02-27 19:41:09,541 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
112
- 2024-02-27 19:41:09,548 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
113
- 2024-02-27 19:41:09,556 INFO MainThread:345 [jupyter.py:save_ipynb():373] not saving jupyter notebook
114
- 2024-02-27 19:41:09,557 INFO MainThread:345 [wandb_init.py:_pause_backend():437] pausing backend
115
- 2024-02-27 19:41:09,564 INFO MainThread:345 [wandb_init.py:_resume_backend():442] resuming backend
116
- 2024-02-27 19:41:14,793 INFO MainThread:345 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, '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, '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': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, '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': 1, '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/Feb27_19-41-09_fcc1160403f2', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': 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': False, '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': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'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': '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, '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, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
 
1
+ 2024-02-28 16:47:28,212 INFO MainThread:34 [wandb_setup.py:_flush():76] Current SDK version is 0.16.2
2
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Configure stats pid to 34
3
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
4
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
5
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
6
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'}
7
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
8
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
9
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_init.py:_log_setup():526] Logging user logs to /kaggle/working/wandb/run-20240228_164728-a7eaa078/logs/debug.log
10
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_init.py:_log_setup():527] Logging internal logs to /kaggle/working/wandb/run-20240228_164728-a7eaa078/logs/debug-internal.log
11
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_init.py:_jupyter_setup():472] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7dc2c0a72d40>
12
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():566] calling init triggers
13
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():573] wandb.init called with sweep_config: {}
14
  config: {}
15
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():616] starting backend
16
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():620] setting up manager
17
+ 2024-02-28 16:47:28,216 INFO MainThread:34 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
18
+ 2024-02-28 16:47:28,222 INFO MainThread:34 [wandb_init.py:init():628] backend started and connected
19
+ 2024-02-28 16:47:28,233 INFO MainThread:34 [wandb_run.py:_label_probe_notebook():1294] probe notebook
20
+ 2024-02-28 16:47:28,517 INFO MainThread:34 [wandb_init.py:init():720] updated telemetry
21
+ 2024-02-28 16:47:28,520 INFO MainThread:34 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
22
+ 2024-02-28 16:47:28,725 INFO MainThread:34 [wandb_run.py:_on_init():2254] communicating current version
23
+ 2024-02-28 16:47:28,806 INFO MainThread:34 [wandb_run.py:_on_init():2263] got version response upgrade_message: "wandb version 0.16.3 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
24
 
25
+ 2024-02-28 16:47:28,806 INFO MainThread:34 [wandb_init.py:init():804] starting run threads in backend
26
+ 2024-02-28 16:47:58,841 INFO MainThread:34 [wandb_run.py:_console_start():2233] atexit reg
27
+ 2024-02-28 16:47:58,841 INFO MainThread:34 [wandb_run.py:_redirect():2088] redirect: wrap_raw
28
+ 2024-02-28 16:47:58,842 INFO MainThread:34 [wandb_run.py:_redirect():2153] Wrapping output streams.
29
+ 2024-02-28 16:47:58,842 INFO MainThread:34 [wandb_run.py:_redirect():2178] Redirects installed.
30
+ 2024-02-28 16:47:58,843 INFO MainThread:34 [wandb_init.py:init():847] run started, returning control to user process
31
+ 2024-02-28 16:47:58,851 INFO MainThread:34 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, '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, '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': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, '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': 1, '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/Feb28_16-47-23_bafa38fbdbe9', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': 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': False, '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': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'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': '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, '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, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
wandb/run-20240228_164728-a7eaa078/files/conda-environment.yaml ADDED
@@ -0,0 +1,1072 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ name: base
2
+ channels:
3
+ - pytorch
4
+ - file:///tmp/conda
5
+ - rapidsai
6
+ - nvidia
7
+ - conda-forge
8
+ - defaults
9
+ dependencies:
10
+ - _libgcc_mutex=0.1=conda_forge
11
+ - _openmp_mutex=4.5=2_gnu
12
+ - aiohttp=3.9.1=py310h2372a71_0
13
+ - aiosignal=1.3.1=pyhd8ed1ab_0
14
+ - annotated-types=0.6.0=pyhd8ed1ab_0
15
+ - anyio=4.2.0=pyhd8ed1ab_0
16
+ - archspec=0.2.2=pyhd8ed1ab_0
17
+ - argon2-cffi=23.1.0=pyhd8ed1ab_0
18
+ - argon2-cffi-bindings=21.2.0=py310h2372a71_4
19
+ - arrow=1.3.0=pyhd8ed1ab_0
20
+ - arrow-cpp=11.0.0=ha770c72_9_cpu
21
+ - asttokens=2.4.1=pyhd8ed1ab_0
22
+ - async-timeout=4.0.3=pyhd8ed1ab_0
23
+ - atk-1.0=2.38.0=hd4edc92_1
24
+ - attrs=23.2.0=pyh71513ae_0
25
+ - aws-c-auth=0.6.26=h987a71b_2
26
+ - aws-c-cal=0.5.21=h48707d8_2
27
+ - aws-c-common=0.8.14=h0b41bf4_0
28
+ - aws-c-compression=0.2.16=h03acc5a_5
29
+ - aws-c-event-stream=0.2.20=h00877a2_4
30
+ - aws-c-http=0.7.6=hf342b9f_0
31
+ - aws-c-io=0.13.19=h5b20300_3
32
+ - aws-c-mqtt=0.8.6=hc4349f7_12
33
+ - aws-c-s3=0.2.7=h909e904_1
34
+ - aws-c-sdkutils=0.1.9=h03acc5a_0
35
+ - aws-checksums=0.1.14=h03acc5a_5
36
+ - aws-crt-cpp=0.19.8=hf7fbfca_12
37
+ - aws-sdk-cpp=1.10.57=h17c43bd_8
38
+ - beautifulsoup4=4.12.2=pyha770c72_0
39
+ - bleach=6.1.0=pyhd8ed1ab_0
40
+ - bokeh=3.3.3=pyhd8ed1ab_0
41
+ - boltons=23.1.1=pyhd8ed1ab_0
42
+ - brotli=1.0.9=h166bdaf_9
43
+ - brotli-bin=1.0.9=h166bdaf_9
44
+ - brotli-python=1.0.9=py310hd8f1fbe_9
45
+ - brotlipy=0.7.0=py310h7f8727e_1002
46
+ - bzip2=1.0.8=h7b6447c_0
47
+ - c-ares=1.25.0=hd590300_0
48
+ - ca-certificates=2023.11.17=hbcca054_0
49
+ - cached-property=1.5.2=hd8ed1ab_1
50
+ - cached_property=1.5.2=pyha770c72_1
51
+ - cairo=1.18.0=h3faef2a_0
52
+ - cartopy=0.22.0=py310hcc13569_1
53
+ - catalogue=2.0.10=py310hff52083_0
54
+ - certifi=2023.11.17=pyhd8ed1ab_0
55
+ - cffi=1.16.0=py310h2fee648_0
56
+ - charset-normalizer=3.3.2=pyhd8ed1ab_0
57
+ - click=8.1.7=unix_pyh707e725_0
58
+ - cloudpathlib=0.16.0=pyhd8ed1ab_0
59
+ - colorama=0.4.6=pyhd8ed1ab_0
60
+ - comm=0.2.1=pyhd8ed1ab_0
61
+ - conda=23.7.4=py310hff52083_0
62
+ - conda-libmamba-solver=23.7.0=pyhd8ed1ab_0
63
+ - conda-package-handling=2.2.0=pyh38be061_0
64
+ - conda-package-streaming=0.9.0=pyhd8ed1ab_0
65
+ - confection=0.1.4=py310h17c5347_0
66
+ - contourpy=1.2.0=py310hd41b1e2_0
67
+ - cryptography=41.0.7=py310hb8475ec_1
68
+ - cuda-cccl=12.3.101=0
69
+ - cuda-cudart=12.3.101=0
70
+ - cuda-cudart-dev=12.3.101=0
71
+ - cuda-nvcc-dev_linux-64=12.1.105=ha770c72_0
72
+ - cuda-nvcc-impl=12.1.105=hd3aeb46_0
73
+ - cuda-nvcc-tools=12.1.105=hd3aeb46_0
74
+ - cuda-nvrtc=12.1.105=hd3aeb46_0
75
+ - cuda-profiler-api=12.3.101=0
76
+ - cuda-python=12.3.0=py310h7ca8cf1_0
77
+ - cuda-version=12.1=h1d6eff3_2
78
+ - cudf=23.08.00=cuda12_py310_230809_g8150d38e08_0
79
+ - cuml=23.08.00=cuda12_py310_230809_gd7162cdea_0
80
+ - cupy=13.0.0=py310h7aad9d2_0
81
+ - cupy-core=13.0.0=py310had4011e_0
82
+ - curl=8.5.0=hca28451_0
83
+ - cycler=0.12.1=pyhd8ed1ab_0
84
+ - cymem=2.0.8=py310hc6cd4ac_1
85
+ - cython-blis=0.7.10=py310h1f7b6fc_2
86
+ - cytoolz=0.12.2=py310h2372a71_1
87
+ - dask-cuda=23.08.00=py310_230809_gefbd6ca_0
88
+ - dask-cudf=23.08.00=cuda12_py310_230809_g8150d38e08_0
89
+ - debugpy=1.8.0=py310hc6cd4ac_1
90
+ - decorator=5.1.1=pyhd8ed1ab_0
91
+ - defusedxml=0.7.1=pyhd8ed1ab_0
92
+ - distro=1.9.0=pyhd8ed1ab_0
93
+ - dlenv-tf-2-15-gpu=1.0.20240111=py310ha20f8e0_0
94
+ - dlpack=0.5=h9c3ff4c_0
95
+ - entrypoints=0.4=pyhd8ed1ab_0
96
+ - exceptiongroup=1.2.0=pyhd8ed1ab_2
97
+ - executing=2.0.1=pyhd8ed1ab_0
98
+ - expat=2.5.0=hcb278e6_1
99
+ - fastrlock=0.8.2=py310hc6cd4ac_2
100
+ - fftw=3.3.10=nompi_hc118613_108
101
+ - fmt=9.1.0=h924138e_0
102
+ - font-ttf-dejavu-sans-mono=2.37=hab24e00_0
103
+ - font-ttf-inconsolata=3.000=h77eed37_0
104
+ - font-ttf-source-code-pro=2.038=h77eed37_0
105
+ - font-ttf-ubuntu=0.83=h77eed37_1
106
+ - fontconfig=2.14.2=h14ed4e7_0
107
+ - fonts-conda-ecosystem=1=0
108
+ - fonts-conda-forge=1=0
109
+ - fqdn=1.5.1=pyhd8ed1ab_0
110
+ - freetype=2.12.1=h267a509_2
111
+ - fribidi=1.0.10=h36c2ea0_0
112
+ - frozenlist=1.4.1=py310h2372a71_0
113
+ - fsspec=2023.12.2=pyhca7485f_0
114
+ - gdk-pixbuf=2.42.10=h829c605_4
115
+ - geos=3.11.1=h27087fc_0
116
+ - gettext=0.21.1=h27087fc_0
117
+ - gflags=2.2.2=he1b5a44_1004
118
+ - ghostscript=10.02.1=h59595ed_0
119
+ - giflib=5.2.1=h0b41bf4_3
120
+ - glog=0.6.0=h6f12383_0
121
+ - gmock=1.14.0=ha770c72_1
122
+ - gmp=6.3.0=h59595ed_0
123
+ - google-api-core-grpc=2.11.1=hd8ed1ab_0
124
+ - google-auth=2.26.1=pyhca7485f_0
125
+ - google-cloud-core=2.4.1=pyhd8ed1ab_0
126
+ - google-cloud-datastore=2.19.0=pyhd8ed1ab_0
127
+ - googleapis-common-protos=1.62.0=pyhd8ed1ab_0
128
+ - graphite2=1.3.13=h58526e2_1001
129
+ - graphviz=9.0.0=h78e8752_1
130
+ - grpc-cpp=1.51.1=h27aab58_3
131
+ - gtest=1.14.0=h00ab1b0_1
132
+ - gtk2=2.24.33=h7f000aa_3
133
+ - gts=0.7.6=h977cf35_4
134
+ - harfbuzz=8.3.0=h3d44ed6_0
135
+ - icu=73.2=h59595ed_0
136
+ - idna=3.6=pyhd8ed1ab_0
137
+ - imagemagick=7.1.1_26=pl5321h3fa1221_0
138
+ - importlib_metadata=7.0.1=hd8ed1ab_0
139
+ - importlib_resources=6.1.1=pyhd8ed1ab_0
140
+ - intel-openmp=2023.1.0=hdb19cb5_46306
141
+ - ipykernel=6.28.0=pyhd33586a_0
142
+ - ipython=8.20.0=pyh707e725_0
143
+ - ipython_genutils=0.2.0=py_1
144
+ - isoduration=20.11.0=pyhd8ed1ab_0
145
+ - jbig=2.1=h7f98852_2003
146
+ - jedi=0.19.1=pyhd8ed1ab_0
147
+ - jinja2=3.1.2=pyhd8ed1ab_1
148
+ - joblib=1.3.2=pyhd8ed1ab_0
149
+ - jsonpatch=1.33=pyhd8ed1ab_0
150
+ - jsonpointer=2.4=py310hff52083_3
151
+ - jsonschema=4.20.0=pyhd8ed1ab_0
152
+ - jsonschema-specifications=2023.12.1=pyhd8ed1ab_0
153
+ - jsonschema-with-format-nongpl=4.20.0=pyhd8ed1ab_0
154
+ - jupyter_client=8.6.0=pyhd8ed1ab_0
155
+ - jupyter_core=5.7.1=py310hff52083_0
156
+ - jupyter_events=0.9.0=pyhd8ed1ab_0
157
+ - jupyter_server_terminals=0.5.1=pyhd8ed1ab_0
158
+ - jupyterlab_pygments=0.3.0=pyhd8ed1ab_0
159
+ - keyutils=1.6.1=h166bdaf_0
160
+ - kiwisolver=1.4.5=py310hd41b1e2_1
161
+ - krb5=1.21.2=h659d440_0
162
+ - langcodes=3.3.0=pyhd8ed1ab_0
163
+ - lcms2=2.16=hb7c19ff_0
164
+ - ld_impl_linux-64=2.40=h41732ed_0
165
+ - lerc=4.0.0=h27087fc_0
166
+ - libabseil=20230125.0=cxx17_hcb278e6_1
167
+ - libarchive=3.6.2=h039dbb9_1
168
+ - libarrow=11.0.0=h33598ff_9_cpu
169
+ - libblas=3.9.0=21_linux64_openblas
170
+ - libbrotlicommon=1.0.9=h166bdaf_9
171
+ - libbrotlidec=1.0.9=h166bdaf_9
172
+ - libbrotlienc=1.0.9=h166bdaf_9
173
+ - libcblas=3.9.0=21_linux64_openblas
174
+ - libcrc32c=1.1.2=h9c3ff4c_0
175
+ - libcublas=12.1.3.1=hd3aeb46_0
176
+ - libcublas-dev=12.1.3.1=0
177
+ - libcudf=23.08.00=cuda12_230809_g8150d38e08_0
178
+ - libcufft=11.0.2.54=hd3aeb46_0
179
+ - libcufile=1.8.1.2=0
180
+ - libcufile-dev=1.8.1.2=0
181
+ - libcuml=23.08.00=cuda12_230809_gd7162cdea_0
182
+ - libcumlprims=23.08.00=cuda12_230809_g71c0a86_0
183
+ - libcurand=10.3.2.106=hd3aeb46_0
184
+ - libcurand-dev=10.3.2.106=0
185
+ - libcurl=8.5.0=hca28451_0
186
+ - libcusolver=11.4.5.107=hd3aeb46_0
187
+ - libcusolver-dev=11.4.5.107=0
188
+ - libcusparse=12.1.0.106=hd3aeb46_0
189
+ - libcusparse-dev=12.1.0.106=0
190
+ - libdeflate=1.19=hd590300_0
191
+ - libedit=3.1.20191231=he28a2e2_2
192
+ - libev=4.33=hd590300_2
193
+ - libevent=2.1.10=h28343ad_4
194
+ - libexpat=2.5.0=hcb278e6_1
195
+ - libffi=3.4.2=h7f98852_5
196
+ - libgcc-ng=13.2.0=h807b86a_3
197
+ - libgd=2.3.3=h119a65a_9
198
+ - libgfortran-ng=13.2.0=h69a702a_3
199
+ - libgfortran5=13.2.0=ha4646dd_3
200
+ - libglib=2.78.3=h783c2da_0
201
+ - libgomp=13.2.0=h807b86a_3
202
+ - libgoogle-cloud=2.8.0=h3c06191_0
203
+ - libgrpc=1.51.1=hcf146ea_3
204
+ - libhwloc=2.9.3=default_h554bfaf_1009
205
+ - libiconv=1.17=hd590300_2
206
+ - libjpeg-turbo=3.0.0=hd590300_1
207
+ - libkvikio=23.08.00=cuda12_230809_g51a9036_0
208
+ - liblapack=3.9.0=21_linux64_openblas
209
+ - libllvm14=14.0.6=hcd5def8_4
210
+ - libmamba=1.5.0=h658169a_0
211
+ - libmambapy=1.5.0=py310h8aae740_0
212
+ - libnghttp2=1.58.0=h47da74e_1
213
+ - libnsl=2.0.1=hd590300_0
214
+ - libnuma=2.0.16=h0b41bf4_1
215
+ - libnvjitlink=12.1.105=hd3aeb46_0
216
+ - libopenblas=0.3.26=pthreads_h413a1c8_0
217
+ - libpng=1.6.39=h753d276_0
218
+ - libprotobuf=3.21.12=hfc55251_2
219
+ - libraft=23.08.00=cuda12_230809_ge588d7b5_0
220
+ - libraft-headers=23.08.00=cuda12_230809_ge588d7b5_0
221
+ - libraft-headers-only=23.08.00=cuda12_230809_ge588d7b5_0
222
+ - librmm=23.08.00=cuda12_230809_gf3af0e8d_0
223
+ - librsvg=2.56.3=he3f83f7_1
224
+ - libsodium=1.0.18=h36c2ea0_1
225
+ - libsolv=0.7.27=hfc55251_0
226
+ - libsqlite=3.44.2=h2797004_0
227
+ - libssh2=1.11.0=h0841786_0
228
+ - libstdcxx-ng=13.2.0=h7e041cc_3
229
+ - libthrift=0.18.0=h5e4af38_0
230
+ - libtiff=4.6.0=ha9c0a0a_2
231
+ - libutf8proc=2.8.0=h166bdaf_0
232
+ - libuuid=2.38.1=h0b41bf4_0
233
+ - libuv=1.46.0=hd590300_0
234
+ - libwebp=1.3.2=h658648e_1
235
+ - libwebp-base=1.3.2=hd590300_0
236
+ - libxcb=1.15=h0b41bf4_0
237
+ - libxcrypt=4.4.36=hd590300_1
238
+ - libxml2=2.12.3=h232c23b_0
239
+ - libzlib=1.2.13=hd590300_5
240
+ - llvm-openmp=8.0.1=hc9558a2_0
241
+ - locket=1.0.0=pyhd8ed1ab_0
242
+ - lz4=4.3.3=py310h350c4a5_0
243
+ - lz4-c=1.9.4=hcb278e6_0
244
+ - lzo=2.10=h516909a_1000
245
+ - magma-cuda121=2.6.1=1
246
+ - mamba=1.5.0=py310h51d5547_0
247
+ - markdown-it-py=3.0.0=pyhd8ed1ab_0
248
+ - matplotlib-base=3.8.2=py310h62c0568_0
249
+ - matplotlib-inline=0.1.6=pyhd8ed1ab_0
250
+ - mdurl=0.1.2=pyhd8ed1ab_0
251
+ - menuinst=2.0.1=py310hff52083_0
252
+ - mkl=2023.1.0=h213fc3f_46344
253
+ - msgpack-python=1.0.7=py310hd41b1e2_0
254
+ - multidict=6.0.4=py310h2372a71_1
255
+ - munkres=1.1.4=pyh9f0ad1d_0
256
+ - murmurhash=1.0.10=py310hc6cd4ac_1
257
+ - nb_conda=2.2.1=unix_7
258
+ - nb_conda_kernels=2.3.1=pyhd8ed1ab_3
259
+ - nbclassic=1.0.0=pyhb4ecaf3_1
260
+ - nbconvert-pandoc=7.14.0=pyhd8ed1ab_0
261
+ - nbformat=5.9.2=pyhd8ed1ab_0
262
+ - nccl=2.19.4.1=h3a97aeb_0
263
+ - ncurses=6.4=h59595ed_2
264
+ - nest-asyncio=1.5.8=pyhd8ed1ab_0
265
+ - nodejs=20.9.0=hb753e55_0
266
+ - notebook-shim=0.2.3=pyhd8ed1ab_0
267
+ - numba=0.58.1=py310h7dc5dd1_0
268
+ - nvcomp=2.6.1=h10b603f_3
269
+ - nvtx=0.2.8=py310h2372a71_1
270
+ - openjpeg=2.5.0=h488ebb8_3
271
+ - openmp=8.0.1=0
272
+ - openssl=3.2.0=hd590300_1
273
+ - orc=1.8.2=hfdbbad2_2
274
+ - overrides=7.4.0=pyhd8ed1ab_0
275
+ - pandoc=3.1.3=h32600fe_0
276
+ - pandocfilters=1.5.0=pyhd8ed1ab_0
277
+ - pango=1.50.14=ha41ecd1_2
278
+ - parquet-cpp=1.5.1=2
279
+ - parso=0.8.3=pyhd8ed1ab_0
280
+ - partd=1.4.1=pyhd8ed1ab_0
281
+ - pathy=0.10.3=py310h06a4308_0
282
+ - pcre2=10.42=hcad00b1_0
283
+ - perl=5.32.1=7_hd590300_perl5
284
+ - pickleshare=0.7.5=py_1003
285
+ - pip=23.3.2=pyhd8ed1ab_0
286
+ - pixman=0.43.0=h59595ed_0
287
+ - pkg-config=0.29.2=h36c2ea0_1008
288
+ - pkgutil-resolve-name=1.3.10=pyhd8ed1ab_1
289
+ - platformdirs=4.1.0=pyhd8ed1ab_0
290
+ - pluggy=1.3.0=pyhd8ed1ab_0
291
+ - preshed=3.0.9=py310hc6cd4ac_1
292
+ - proj=9.3.1=h1d62c97_0
293
+ - prometheus_client=0.19.0=pyhd8ed1ab_0
294
+ - proto-plus=1.23.0=pyhd8ed1ab_0
295
+ - pthread-stubs=0.4=h36c2ea0_1001
296
+ - ptyprocess=0.7.0=pyhd3deb0d_0
297
+ - pure_eval=0.2.2=pyhd8ed1ab_0
298
+ - pyarrow=11.0.0=py310h633f555_9_cpu
299
+ - pyasn1=0.5.1=pyhd8ed1ab_0
300
+ - pyasn1-modules=0.3.0=pyhd8ed1ab_0
301
+ - pybind11-abi=4=hd8ed1ab_3
302
+ - pycosat=0.6.6=py310h2372a71_0
303
+ - pydantic=2.5.3=pyhd8ed1ab_0
304
+ - pydantic-core=2.14.6=py310hcb5633a_1
305
+ - pygments=2.17.2=pyhd8ed1ab_0
306
+ - pylibraft=23.08.00=cuda12_py310_230809_ge588d7b5_0
307
+ - pynvml=11.4.1=pyhd8ed1ab_0
308
+ - pyopenssl=23.3.0=pyhd8ed1ab_0
309
+ - pyparsing=3.1.1=pyhd8ed1ab_0
310
+ - pyproj=3.6.1=py310hd5c30f3_5
311
+ - pyshp=2.3.1=pyhd8ed1ab_0
312
+ - pysocks=1.7.1=py310h06a4308_0
313
+ - python=3.10.13=hd12c33a_1_cpython
314
+ - python-dateutil=2.8.2=pyhd8ed1ab_0
315
+ - python-fastjsonschema=2.19.1=pyhd8ed1ab_0
316
+ - python-json-logger=2.0.7=pyhd8ed1ab_0
317
+ - python_abi=3.10=4_cp310
318
+ - pytz=2023.3.post1=pyhd8ed1ab_0
319
+ - pyu2f=0.1.5=pyhd8ed1ab_0
320
+ - pyyaml=6.0.1=py310h2372a71_1
321
+ - raft-dask=23.08.00=cuda12_py310_230809_ge588d7b5_0
322
+ - rdma-core=28.9=h59595ed_1
323
+ - re2=2023.02.02=hcb278e6_0
324
+ - readline=8.2=h8228510_1
325
+ - referencing=0.32.1=pyhd8ed1ab_0
326
+ - reproc=14.2.4.post0=hd590300_1
327
+ - reproc-cpp=14.2.4.post0=h59595ed_1
328
+ - requests=2.31.0=pyhd8ed1ab_0
329
+ - rfc3339-validator=0.1.4=pyhd8ed1ab_0
330
+ - rfc3986-validator=0.1.1=pyh9f0ad1d_0
331
+ - rich=13.7.0=pyhd8ed1ab_0
332
+ - rmm=23.08.00=cuda12_py310_230809_gf3af0e8d_0
333
+ - rpds-py=0.16.2=py310hcb5633a_0
334
+ - rsa=4.9=pyhd8ed1ab_0
335
+ - ruamel.yaml=0.17.40=py310h2372a71_0
336
+ - ruamel.yaml.clib=0.2.7=py310h2372a71_2
337
+ - ruamel_yaml=0.15.100=py310h7f8727e_0
338
+ - s2n=1.3.41=h3358134_0
339
+ - send2trash=1.8.2=pyh41d4057_0
340
+ - setuptools=69.0.3=pyhd8ed1ab_0
341
+ - shapely=1.8.5=py310h5b266fc_2
342
+ - shellingham=1.5.4=pyhd8ed1ab_0
343
+ - smart_open=6.4.0=pyhd8ed1ab_0
344
+ - snappy=1.1.10=h9fff704_0
345
+ - sniffio=1.3.0=pyhd8ed1ab_0
346
+ - sortedcontainers=2.4.0=pyhd8ed1ab_0
347
+ - soupsieve=2.5=pyhd8ed1ab_1
348
+ - spacy=3.7.2=py310hcb52e73_0
349
+ - spacy-legacy=3.0.12=pyhd8ed1ab_0
350
+ - spacy-loggers=1.0.5=pyhd8ed1ab_0
351
+ - spdlog=1.11.0=h9b3ece8_1
352
+ - sqlite=3.38.2=hc218d9a_0
353
+ - srsly=2.4.8=py310hc6cd4ac_1
354
+ - stack_data=0.6.2=pyhd8ed1ab_0
355
+ - tblib=3.0.0=pyhd8ed1ab_0
356
+ - terminado=0.18.0=pyh0d859eb_0
357
+ - thinc=8.2.2=py310hcb52e73_0
358
+ - tinycss2=1.2.1=pyhd8ed1ab_0
359
+ - tk=8.6.13=noxft_h4845f30_101
360
+ - toolz=0.12.0=pyhd8ed1ab_0
361
+ - tornado=6.3.3=py310h2372a71_1
362
+ - tqdm=4.66.1=pyhd8ed1ab_0
363
+ - traitlets=5.9.0=pyhd8ed1ab_0
364
+ - treelite=3.2.0=py310h1be96d9_0
365
+ - truststore=0.8.0=pyhd8ed1ab_0
366
+ - typer=0.9.0=pyhd8ed1ab_0
367
+ - types-python-dateutil=2.8.19.20240106=pyhd8ed1ab_0
368
+ - typing-extensions=4.9.0=hd8ed1ab_0
369
+ - typing_extensions=4.9.0=pyha770c72_0
370
+ - typing_utils=0.1.0=pyhd8ed1ab_0
371
+ - ucx=1.14.1=h195a15c_5
372
+ - ucx-proc=1.0.0=gpu
373
+ - ucx-py=0.33.00=py310_230809_gea1eb8f_0
374
+ - unicodedata2=15.1.0=py310h2372a71_0
375
+ - uri-template=1.3.0=pyhd8ed1ab_0
376
+ - wasabi=1.1.2=py310hff52083_0
377
+ - wcwidth=0.2.13=pyhd8ed1ab_0
378
+ - weasel=0.3.4=pyhd8ed1ab_0
379
+ - webcolors=1.13=pyhd8ed1ab_0
380
+ - webencodings=0.5.1=pyhd8ed1ab_2
381
+ - websocket-client=1.7.0=pyhd8ed1ab_0
382
+ - wheel=0.42.0=pyhd8ed1ab_0
383
+ - xorg-kbproto=1.0.7=h7f98852_1002
384
+ - xorg-libice=1.1.1=hd590300_0
385
+ - xorg-libsm=1.2.4=h7391055_0
386
+ - xorg-libx11=1.8.7=h8ee46fc_0
387
+ - xorg-libxau=1.0.11=hd590300_0
388
+ - xorg-libxdmcp=1.1.3=h7f98852_0
389
+ - xorg-libxext=1.3.4=h0b41bf4_2
390
+ - xorg-libxrender=0.9.11=hd590300_0
391
+ - xorg-libxt=1.3.0=hd590300_1
392
+ - xorg-renderproto=0.11.1=h7f98852_1002
393
+ - xorg-xextproto=7.3.0=h0b41bf4_1003
394
+ - xorg-xproto=7.0.31=h7f98852_1007
395
+ - xyzservices=2023.10.1=pyhd8ed1ab_0
396
+ - xz=5.2.6=h166bdaf_0
397
+ - yaml=0.2.5=h7b6447c_0
398
+ - yaml-cpp=0.7.0=h59595ed_3
399
+ - zeromq=4.3.5=h59595ed_0
400
+ - zict=3.0.0=pyhd8ed1ab_0
401
+ - zipp=3.17.0=pyhd8ed1ab_0
402
+ - zlib=1.2.13=hd590300_5
403
+ - zstandard=0.22.0=py310h1275a96_0
404
+ - zstd=1.5.5=hfc55251_0
405
+ - pip:
406
+ - absl-py==1.4.0
407
+ - accelerate==0.26.1
408
+ - access==1.1.9
409
+ - affine==2.4.0
410
+ - aiobotocore==2.11.0
411
+ - aiofiles==22.1.0
412
+ - aiohttp-cors==0.7.0
413
+ - aioitertools==0.11.0
414
+ - aiorwlock==1.3.0
415
+ - aiosqlite==0.19.0
416
+ - albumentations==1.3.1
417
+ - alembic==1.13.1
418
+ - altair==5.2.0
419
+ - annoy==1.17.3
420
+ - apache-beam==2.46.0
421
+ - aplus==0.11.0
422
+ - appdirs==1.4.4
423
+ - array-record==0.5.0
424
+ - arviz==0.17.0
425
+ - astroid==3.0.2
426
+ - astropy==6.0.0
427
+ - astropy-iers-data==0.2024.1.22.0.30.30
428
+ - astunparse==1.6.3
429
+ - async-lru==2.0.4
430
+ - audioread==3.0.1
431
+ - autopep8==2.0.4
432
+ - babel==2.14.0
433
+ - backoff==2.2.1
434
+ - bayesian-optimization==1.4.3
435
+ - bayespy==0.5.26
436
+ - beatrix-jupyterlab==2023.128.151533
437
+ - bidict==0.22.1
438
+ - biopython==1.83
439
+ - blake3==0.2.1
440
+ - blessed==1.20.0
441
+ - blinker==1.7.0
442
+ - blosc2==2.4.0
443
+ - boruta==0.3
444
+ - boto3==1.26.100
445
+ - botocore==1.34.22
446
+ - bqplot==0.12.42
447
+ - branca==0.7.0
448
+ - brewer2mpl==1.4.1
449
+ - cachetools==4.2.4
450
+ - catalyst==22.4
451
+ - catboost==1.2.2
452
+ - category-encoders==2.6.3
453
+ - cesium==0.12.1
454
+ - chex==0.1.85
455
+ - cleverhans==4.0.0
456
+ - click-plugins==1.1.1
457
+ - cligj==0.7.2
458
+ - cloud-tpu-client==0.10
459
+ - cloud-tpu-profiler==2.4.0
460
+ - cloudpickle==2.2.1
461
+ - cmdstanpy==1.2.0
462
+ - cmudict==1.0.16
463
+ - colorcet==3.0.1
464
+ - colorful==0.5.6
465
+ - colorlog==6.8.0
466
+ - colorlover==0.3.0
467
+ - contextily==1.5.0
468
+ - convertdate==2.4.0
469
+ - crcmod==1.7
470
+ - cufflinks==0.17.3
471
+ - cvxcanon==0.1.2
472
+ - cysignals==1.11.4
473
+ - cython==3.0.8
474
+ - daal==2024.1.0
475
+ - daal4py==2024.1.0
476
+ - dacite==1.8.1
477
+ - dask==2024.1.0
478
+ - dataclasses-json==0.6.3
479
+ - dataproc-jupyter-plugin==0.1.66
480
+ - datasets==2.1.0
481
+ - datashader==0.16.0
482
+ - datatile==1.0.3
483
+ - db-dtypes==1.2.0
484
+ - deap==1.4.1
485
+ - deepdiff==6.7.1
486
+ - delorean==1.0.0
487
+ - deprecated==1.2.14
488
+ - deprecation==2.1.0
489
+ - descartes==1.1.0
490
+ - dill==0.3.7
491
+ - dipy==1.8.0
492
+ - distlib==0.3.8
493
+ - distributed==2024.1.0
494
+ - dm-tree==0.1.8
495
+ - docker==7.0.0
496
+ - docker-pycreds==0.4.0
497
+ - docopt==0.6.2
498
+ - docstring-parser==0.15
499
+ - docstring-to-markdown==0.13
500
+ - docutils==0.20.1
501
+ - earthengine-api==0.1.386
502
+ - easydict==1.11
503
+ - easyocr==1.7.1
504
+ - ecos==2.0.12
505
+ - eli5==0.13.0
506
+ - emoji==2.10.0
507
+ - en-core-web-lg==3.7.1
508
+ - en-core-web-sm==3.7.1
509
+ - ephem==4.1.5
510
+ - esda==2.5.1
511
+ - essentia==2.1b6.dev1110
512
+ - et-xmlfile==1.1.0
513
+ - etils==1.6.0
514
+ - evaluate==0.4.1
515
+ - explainable-ai-sdk==1.3.3
516
+ - farama-notifications==0.0.4
517
+ - fastai==2.7.13
518
+ - fastapi==0.108.0
519
+ - fastavro==1.9.3
520
+ - fastcore==1.5.29
521
+ - fastdownload==0.0.7
522
+ - fasteners==0.19
523
+ - fastprogress==1.0.3
524
+ - fasttext==0.9.2
525
+ - fbpca==1.0
526
+ - feather-format==0.4.1
527
+ - featuretools==1.28.0
528
+ - filelock==3.13.1
529
+ - fiona==1.9.5
530
+ - fitter==1.7.0
531
+ - flake8==7.0.0
532
+ - flashtext==2.7
533
+ - flask==3.0.1
534
+ - flatbuffers==23.5.26
535
+ - flax==0.7.5
536
+ - folium==0.15.1
537
+ - fonttools==4.47.0
538
+ - frozendict==2.4.0
539
+ - funcy==2.0
540
+ - fury==0.9.0
541
+ - future==0.18.3
542
+ - fuzzywuzzy==0.18.0
543
+ - gast==0.5.4
544
+ - gatspy==0.3
545
+ - gcsfs==2023.12.2.post1
546
+ - gensim==4.3.2
547
+ - geographiclib==2.0
548
+ - geohash==1.0
549
+ - geojson==3.1.0
550
+ - geopandas==0.14.2
551
+ - geoplot==0.5.1
552
+ - geopy==2.4.1
553
+ - geoviews==1.11.0
554
+ - ggplot==0.11.5
555
+ - giddy==2.3.5
556
+ - gitdb==4.0.11
557
+ - gitpython==3.1.41
558
+ - google-ai-generativelanguage==0.4.0
559
+ - google-api-core==2.15.0
560
+ - google-api-python-client==2.115.0
561
+ - google-apitools==0.5.31
562
+ - google-auth-httplib2==0.1.1
563
+ - google-auth-oauthlib==1.2.0
564
+ - google-cloud-aiplatform==0.6.0a1
565
+ - google-cloud-artifact-registry==1.10.0
566
+ - google-cloud-automl==1.0.1
567
+ - google-cloud-bigquery==2.34.4
568
+ - google-cloud-bigtable==1.7.3
569
+ - google-cloud-dlp==3.14.0
570
+ - google-cloud-jupyter-config==0.0.5
571
+ - google-cloud-language==2.12.0
572
+ - google-cloud-monitoring==2.18.0
573
+ - google-cloud-pubsub==2.19.0
574
+ - google-cloud-pubsublite==1.9.0
575
+ - google-cloud-recommendations-ai==0.7.1
576
+ - google-cloud-resource-manager==1.11.0
577
+ - google-cloud-spanner==3.40.1
578
+ - google-cloud-storage==1.44.0
579
+ - google-cloud-translate==3.12.1
580
+ - google-cloud-videointelligence==2.12.0
581
+ - google-cloud-vision==2.8.0
582
+ - google-crc32c==1.5.0
583
+ - google-generativeai==0.3.2
584
+ - google-pasta==0.2.0
585
+ - google-resumable-media==2.7.0
586
+ - gplearn==0.4.2
587
+ - gpustat==1.0.0
588
+ - gpxpy==1.6.2
589
+ - greenlet==3.0.3
590
+ - grpc-google-iam-v1==0.12.7
591
+ - grpcio==1.60.0
592
+ - grpcio-status==1.48.2
593
+ - gviz-api==1.10.0
594
+ - gym==0.26.2
595
+ - gym-notices==0.0.8
596
+ - gymnasium==0.29.0
597
+ - h11==0.14.0
598
+ - h2o==3.44.0.3
599
+ - h5netcdf==1.3.0
600
+ - h5py==3.10.0
601
+ - haversine==2.8.1
602
+ - hdfs==2.7.3
603
+ - hep-ml==0.7.2
604
+ - hijri-converter==2.3.1
605
+ - hmmlearn==0.3.0
606
+ - holidays==0.24
607
+ - holoviews==1.18.1
608
+ - hpsklearn==0.1.0
609
+ - html5lib==1.1
610
+ - htmlmin==0.1.12
611
+ - httplib2==0.21.0
612
+ - httptools==0.6.1
613
+ - huggingface-hub==0.20.3
614
+ - humanize==4.9.0
615
+ - hunspell==0.5.5
616
+ - husl==4.0.3
617
+ - hydra-slayer==0.5.0
618
+ - hyperopt==0.2.7
619
+ - hypertools==0.8.0
620
+ - igraph==0.11.3
621
+ - imagecodecs==2024.1.1
622
+ - imagehash==4.3.1
623
+ - imageio==2.33.1
624
+ - imbalanced-learn==0.11.0
625
+ - imgaug==0.4.0
626
+ - importlib-metadata==6.11.0
627
+ - inequality==1.0.1
628
+ - iniconfig==2.0.0
629
+ - ipydatawidgets==4.3.5
630
+ - ipyleaflet==0.18.2
631
+ - ipympl==0.7.0
632
+ - ipython-genutils==0.2.0
633
+ - ipython-sql==0.5.0
634
+ - ipyvolume==0.6.3
635
+ - ipyvue==1.10.1
636
+ - ipyvuetify==1.8.10
637
+ - ipywebrtc==0.6.0
638
+ - ipywidgets==7.7.1
639
+ - isort==5.13.2
640
+ - isoweek==1.3.3
641
+ - itsdangerous==2.1.2
642
+ - janome==0.5.0
643
+ - jaraco-classes==3.3.0
644
+ - jax==0.4.23
645
+ - jax-jumpy==1.0.0
646
+ - jaxlib==0.4.23.dev20240116
647
+ - jeepney==0.8.0
648
+ - jieba==0.42.1
649
+ - jmespath==1.0.1
650
+ - json5==0.9.14
651
+ - jupyter-client==7.4.9
652
+ - jupyter-console==6.6.3
653
+ - jupyter-http-over-ws==0.0.8
654
+ - jupyter-lsp==1.5.1
655
+ - jupyter-server==2.12.5
656
+ - jupyter-server-fileid==0.9.1
657
+ - jupyter-server-mathjax==0.2.6
658
+ - jupyter-server-proxy==4.1.0
659
+ - jupyter-server-ydoc==0.8.0
660
+ - jupyter-ydoc==0.2.5
661
+ - jupyterlab==4.0.11
662
+ - jupyterlab-git==0.44.0
663
+ - jupyterlab-lsp==5.0.2
664
+ - jupyterlab-server==2.25.2
665
+ - jupyterlab-widgets==3.0.9
666
+ - jupytext==1.16.0
667
+ - kaggle==1.6.3
668
+ - kaggle-environments==1.14.3
669
+ - kagglehub==0.1.6
670
+ - keras==2.15.0
671
+ - keras-core==0.1.7
672
+ - keras-cv==0.8.1
673
+ - keras-nlp==0.7.0
674
+ - keras-tuner==1.4.6
675
+ - kernels-mixer==0.0.7
676
+ - keyring==24.3.0
677
+ - keyrings-google-artifactregistry-auth==1.1.2
678
+ - kfp==2.5.0
679
+ - kfp-pipeline-spec==0.2.2
680
+ - kfp-server-api==2.0.5
681
+ - kmapper==2.0.1
682
+ - kmodes==0.12.2
683
+ - korean-lunar-calendar==0.3.1
684
+ - kornia==0.7.1
685
+ - kt-legacy==1.0.5
686
+ - kubernetes==26.1.0
687
+ - langid==1.1.6
688
+ - lazy-loader==0.3
689
+ - learntools==0.3.4
690
+ - leven==1.0.4
691
+ - levenshtein==0.23.0
692
+ - libclang==16.0.6
693
+ - libpysal==4.9.2
694
+ - librosa==0.10.1
695
+ - lightgbm==4.2.0
696
+ - lightning-utilities==0.10.1
697
+ - lime==0.2.0.1
698
+ - line-profiler==4.1.2
699
+ - linkify-it-py==2.0.2
700
+ - llvmlite==0.41.1
701
+ - lml==0.1.0
702
+ - loguru==0.7.2
703
+ - lunarcalendar==0.0.9
704
+ - lxml==5.1.0
705
+ - mako==1.3.1
706
+ - mapclassify==2.6.1
707
+ - marisa-trie==1.1.0
708
+ - markdown==3.5.2
709
+ - markovify==0.9.4
710
+ - markupsafe==2.1.4
711
+ - marshmallow==3.20.2
712
+ - matplotlib==3.7.4
713
+ - matplotlib-venn==0.11.9
714
+ - mccabe==0.7.0
715
+ - mdit-py-plugins==0.4.0
716
+ - memory-profiler==0.61.0
717
+ - mercantile==1.2.1
718
+ - mgwr==2.2.1
719
+ - missingno==0.5.2
720
+ - mistune==0.8.4
721
+ - mizani==0.9.3
722
+ - ml-dtypes==0.2.0
723
+ - mlcrate==0.2.0
724
+ - mlens==0.2.3
725
+ - mlxtend==0.23.1
726
+ - mmh3==4.1.0
727
+ - mne==1.6.1
728
+ - mnist==0.2.2
729
+ - mock==5.1.0
730
+ - momepy==0.7.0
731
+ - more-itertools==10.2.0
732
+ - mpld3==0.5.10
733
+ - mpmath==1.3.0
734
+ - msgpack-numpy==0.4.8
735
+ - multimethod==1.10
736
+ - multipledispatch==1.0.0
737
+ - multiprocess==0.70.15
738
+ - mypy-extensions==1.0.0
739
+ - namex==0.0.7
740
+ - nbclient==0.5.13
741
+ - nbconvert==6.4.5
742
+ - nbdime==3.2.0
743
+ - ndindex==1.7
744
+ - networkx==3.2.1
745
+ - nibabel==5.2.0
746
+ - nilearn==0.10.2
747
+ - ninja==1.11.1.1
748
+ - nltk==3.2.4
749
+ - nose==1.3.7
750
+ - notebook==6.5.6
751
+ - notebook-executor==0.2
752
+ - numexpr==2.8.8
753
+ - numpy==1.24.4
754
+ - nvidia-ml-py==11.495.46
755
+ - oauth2client==4.1.3
756
+ - oauthlib==3.2.2
757
+ - objsize==0.6.1
758
+ - odfpy==1.4.1
759
+ - olefile==0.47
760
+ - onnx==1.15.0
761
+ - opencensus==0.11.4
762
+ - opencensus-context==0.1.3
763
+ - opencv-contrib-python==4.9.0.80
764
+ - opencv-python==4.9.0.80
765
+ - opencv-python-headless==4.9.0.80
766
+ - openpyxl==3.1.2
767
+ - openslide-python==1.3.1
768
+ - opentelemetry-api==1.22.0
769
+ - opentelemetry-exporter-otlp==1.22.0
770
+ - opentelemetry-exporter-otlp-proto-common==1.22.0
771
+ - opentelemetry-exporter-otlp-proto-grpc==1.22.0
772
+ - opentelemetry-exporter-otlp-proto-http==1.22.0
773
+ - opentelemetry-proto==1.22.0
774
+ - opentelemetry-sdk==1.22.0
775
+ - opentelemetry-semantic-conventions==0.43b0
776
+ - opt-einsum==3.3.0
777
+ - optax==0.1.8
778
+ - optuna==3.5.0
779
+ - orbax-checkpoint==0.4.4
780
+ - ordered-set==4.1.0
781
+ - orderedmultidict==1.0.1
782
+ - orjson==3.9.10
783
+ - ortools==9.4.1874
784
+ - osmnx==1.8.1
785
+ - packaging==21.3
786
+ - pandas==2.2.0
787
+ - pandas-datareader==0.10.0
788
+ - pandas-profiling==3.6.6
789
+ - pandas-summary==0.2.0
790
+ - pandasql==0.7.3
791
+ - panel==1.3.7
792
+ - papermill==2.5.0
793
+ - param==2.0.2
794
+ - path==16.9.0
795
+ - path-py==12.5.0
796
+ - pathos==0.3.1
797
+ - patsy==0.5.6
798
+ - pdf2image==1.17.0
799
+ - pettingzoo==1.24.0
800
+ - pexpect==4.9.0
801
+ - phik==0.12.4
802
+ - pillow==9.5.0
803
+ - plotly==5.18.0
804
+ - plotly-express==0.4.1
805
+ - plotnine==0.12.4
806
+ - pointpats==2.4.0
807
+ - polars==0.20.5
808
+ - polyglot==16.7.4
809
+ - pooch==1.8.0
810
+ - pox==0.3.3
811
+ - ppca==0.0.4
812
+ - ppft==1.7.6.7
813
+ - preprocessing==0.1.13
814
+ - prettytable==3.9.0
815
+ - progressbar2==4.3.2
816
+ - promise==2.3
817
+ - prompt-toolkit==3.0.43
818
+ - pronouncing==0.2.0
819
+ - prophet==1.1.1
820
+ - protobuf==3.20.3
821
+ - psutil==5.9.3
822
+ - pudb==2024.1
823
+ - pulp==2.8.0
824
+ - py-cpuinfo==9.0.0
825
+ - py-spy==0.3.14
826
+ - py4j==0.10.9.7
827
+ - pyaml==23.12.0
828
+ - pyarabic==0.6.15
829
+ - pyastronomy==0.20.0
830
+ - pybind11==2.11.1
831
+ - pyclipper==1.3.0.post5
832
+ - pycodestyle==2.11.1
833
+ - pycparser==2.21
834
+ - pycryptodome==3.20.0
835
+ - pyct==0.5.0
836
+ - pycuda==2024.1
837
+ - pydegensac==0.1.2
838
+ - pydicom==2.4.4
839
+ - pydocstyle==6.3.0
840
+ - pydot==1.4.2
841
+ - pydub==0.25.1
842
+ - pyemd==1.0.0
843
+ - pyerfa==2.0.1.1
844
+ - pyexcel-io==0.6.6
845
+ - pyexcel-ods==0.6.0
846
+ - pyfasttext==0.4.6
847
+ - pyflakes==3.2.0
848
+ - pygltflib==1.16.1
849
+ - pyjwt==2.8.0
850
+ - pykalman==0.9.5
851
+ - pyldavis==3.4.1
852
+ - pylint==3.0.3
853
+ - pymc3==3.11.4
854
+ - pymeeus==0.5.12
855
+ - pymongo==3.13.0
856
+ - pympler==1.0.1
857
+ - pynndescent==0.5.11
858
+ - pynvrtc==9.2
859
+ - pyocr==0.8.5
860
+ - pypdf==4.0.0
861
+ - pysal==23.7
862
+ - pytesseract==0.3.10
863
+ - pytest==7.4.4
864
+ - python-bidi==0.4.2
865
+ - python-dotenv==1.0.0
866
+ - python-graphviz==0.20.1
867
+ - python-levenshtein==0.23.0
868
+ - python-louvain==0.16
869
+ - python-lsp-jsonrpc==1.1.2
870
+ - python-lsp-server==1.10.0
871
+ - python-slugify==8.0.1
872
+ - python-utils==3.8.1
873
+ - pythreejs==2.4.2
874
+ - pytoolconfig==1.3.1
875
+ - pytools==2023.1.1
876
+ - pytorch-ignite==0.4.13
877
+ - pytorch-lightning==2.1.3
878
+ - pyupset==0.1.1.post7
879
+ - pyviz-comms==3.0.1
880
+ - pywavelets==1.5.0
881
+ - pyzmq==24.0.1
882
+ - qgrid==1.3.1
883
+ - qtconsole==5.5.1
884
+ - qtpy==2.4.1
885
+ - quantecon==0.7.1
886
+ - quantities==0.15.0
887
+ - qudida==0.0.4
888
+ - rapidfuzz==3.6.1
889
+ - rasterio==1.3.9
890
+ - rasterstats==0.19.0
891
+ - ray==2.9.0
892
+ - ray-cpp==2.9.0
893
+ - regex==2023.12.25
894
+ - requests-oauthlib==1.3.1
895
+ - requests-toolbelt==0.10.1
896
+ - responses==0.18.0
897
+ - retrying==1.3.4
898
+ - rgf-python==3.12.0
899
+ - rich-click==1.7.3
900
+ - rope==1.12.0
901
+ - rtree==1.2.0
902
+ - s2sphere==0.2.5
903
+ - s3fs==2023.12.2
904
+ - s3transfer==0.6.2
905
+ - safetensors==0.4.2
906
+ - scattertext==0.1.19
907
+ - scikit-image==0.22.0
908
+ - scikit-learn==1.2.2
909
+ - scikit-learn-intelex==2024.1.0
910
+ - scikit-multilearn==0.2.0
911
+ - scikit-optimize==0.9.0
912
+ - scikit-plot==0.3.7
913
+ - scikit-surprise==1.1.3
914
+ - scipy==1.11.4
915
+ - seaborn==0.12.2
916
+ - secretstorage==3.3.3
917
+ - segment-anything==1.0
918
+ - segregation==2.5
919
+ - semver==3.0.2
920
+ - sentencepiece==0.1.99
921
+ - sentry-sdk==1.39.2
922
+ - seqeval==1.2.2
923
+ - setproctitle==1.3.3
924
+ - setuptools-git==1.2
925
+ - setuptools-scm==8.0.4
926
+ - shap==0.44.0
927
+ - shimmy==1.3.0
928
+ - simpervisor==1.0.0
929
+ - simpleitk==2.3.1
930
+ - simplejson==3.19.2
931
+ - six==1.16.0
932
+ - sklearn-pandas==2.2.0
933
+ - slicer==0.0.7
934
+ - smhasher==0.150.1
935
+ - smmap==5.0.1
936
+ - snowballstemmer==2.2.0
937
+ - snuggs==1.4.7
938
+ - soundfile==0.12.1
939
+ - soxr==0.3.7
940
+ - spaghetti==1.7.4
941
+ - spectral==0.23.1
942
+ - spglm==1.1.0
943
+ - sphinx-rtd-theme==0.2.4
944
+ - spint==1.0.7
945
+ - splot==1.1.5.post1
946
+ - spopt==0.6.0
947
+ - spreg==1.4.2
948
+ - spvcm==0.3.0
949
+ - sqlalchemy==2.0.25
950
+ - sqlparse==0.4.4
951
+ - squarify==0.4.3
952
+ - stable-baselines3==2.1.0
953
+ - stack-data==0.6.3
954
+ - stanio==0.3.0
955
+ - starlette==0.32.0.post1
956
+ - statsmodels==0.14.1
957
+ - stemming==1.0.1
958
+ - stop-words==2018.7.23
959
+ - stopit==1.1.2
960
+ - stumpy==1.12.0
961
+ - sympy==1.12
962
+ - tables==3.9.2
963
+ - tabulate==0.9.0
964
+ - tangled-up-in-unicode==0.2.0
965
+ - tbb==2021.11.0
966
+ - tenacity==8.2.3
967
+ - tensorboard==2.15.1
968
+ - tensorboard-data-server==0.7.2
969
+ - tensorboard-plugin-profile==2.15.0
970
+ - tensorboardx==2.6.2.2
971
+ - tensorflow==2.15.0
972
+ - tensorflow-cloud==0.1.16
973
+ - tensorflow-datasets==4.9.4
974
+ - tensorflow-decision-forests==1.8.1
975
+ - tensorflow-estimator==2.15.0
976
+ - tensorflow-hub==0.15.0
977
+ - tensorflow-io==0.35.0
978
+ - tensorflow-io-gcs-filesystem==0.35.0
979
+ - tensorflow-metadata==0.14.0
980
+ - tensorflow-probability==0.23.0
981
+ - tensorflow-serving-api==2.14.1
982
+ - tensorflow-text==2.15.0
983
+ - tensorflow-transform==0.14.0
984
+ - tensorflowjs==4.16.0
985
+ - tensorpack==0.11
986
+ - tensorstore==0.1.45
987
+ - termcolor==2.4.0
988
+ - testpath==0.6.0
989
+ - text-unidecode==1.3
990
+ - textblob==0.17.1
991
+ - texttable==1.7.0
992
+ - theano==1.0.5
993
+ - theano-pymc==1.1.2
994
+ - threadpoolctl==3.2.0
995
+ - tifffile==2023.12.9
996
+ - timm==0.9.12
997
+ - tobler==0.11.2
998
+ - tokenizers==0.15.1
999
+ - toml==0.10.2
1000
+ - tomli==2.0.1
1001
+ - tomlkit==0.12.3
1002
+ - torch==2.1.2
1003
+ - torchaudio==2.1.2
1004
+ - torchdata==0.7.1
1005
+ - torchinfo==1.8.0
1006
+ - torchmetrics==1.3.0.post0
1007
+ - torchtext==0.16.2
1008
+ - torchvision==0.16.2
1009
+ - tpot==0.12.1
1010
+ - traceml==1.0.8
1011
+ - traittypes==0.2.1
1012
+ - transformers==4.37.0
1013
+ - treelite-runtime==3.2.0
1014
+ - trueskill==0.4.5
1015
+ - trx-python==0.2.9
1016
+ - tsfresh==0.20.1
1017
+ - typeguard==4.1.5
1018
+ - typing-inspect==0.9.0
1019
+ - tzdata==2023.4
1020
+ - tzlocal==5.2
1021
+ - uc-micro-py==1.0.2
1022
+ - ujson==5.9.0
1023
+ - umap-learn==0.5.5
1024
+ - unidecode==1.3.8
1025
+ - update-checker==0.18.0
1026
+ - uritemplate==3.0.1
1027
+ - urllib3==1.26.18
1028
+ - urwid==2.4.6
1029
+ - urwid-readline==0.13
1030
+ - uvicorn==0.25.0
1031
+ - uvloop==0.19.0
1032
+ - vaex==4.17.0
1033
+ - vaex-astro==0.9.3
1034
+ - vaex-core==4.17.1
1035
+ - vaex-hdf5==0.14.1
1036
+ - vaex-jupyter==0.8.2
1037
+ - vaex-ml==0.18.3
1038
+ - vaex-server==0.9.0
1039
+ - vaex-viz==0.5.4
1040
+ - vec-noise==1.1.4
1041
+ - vecstack==0.4.0
1042
+ - virtualenv==20.21.0
1043
+ - visions==0.7.5
1044
+ - vowpalwabbit==9.9.0
1045
+ - vtk==9.3.0
1046
+ - wand==0.6.13
1047
+ - wandb==0.16.2
1048
+ - watchfiles==0.21.0
1049
+ - wavio==0.0.8
1050
+ - websockets==12.0
1051
+ - werkzeug==3.0.1
1052
+ - wfdb==4.1.2
1053
+ - whatthepatch==1.0.5
1054
+ - widgetsnbextension==3.6.6
1055
+ - witwidget==1.8.1
1056
+ - woodwork==0.27.0
1057
+ - wordcloud==1.9.3
1058
+ - wordsegment==1.3.1
1059
+ - wrapt==1.14.1
1060
+ - wurlitzer==3.0.3
1061
+ - xarray==2024.1.0
1062
+ - xarray-einstats==0.7.0
1063
+ - xgboost==2.0.3
1064
+ - xvfbwrapper==0.2.9
1065
+ - xxhash==3.4.1
1066
+ - y-py==0.6.2
1067
+ - yapf==0.40.2
1068
+ - yarl==1.9.4
1069
+ - ydata-profiling==4.6.4
1070
+ - yellowbrick==1.5
1071
+ - ypy-websocket==0.8.4
1072
+ prefix: /opt/conda
wandb/run-20240228_164728-a7eaa078/files/config.yaml ADDED
@@ -0,0 +1,654 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ wandb_version: 1
2
+
3
+ _wandb:
4
+ desc: null
5
+ value:
6
+ python_version: 3.10.13
7
+ cli_version: 0.16.2
8
+ framework: huggingface
9
+ huggingface_version: 4.37.0
10
+ is_jupyter_run: true
11
+ is_kaggle_kernel: true
12
+ start_time: 1709138848.222988
13
+ t:
14
+ 1:
15
+ - 1
16
+ - 2
17
+ - 3
18
+ - 5
19
+ - 11
20
+ - 12
21
+ - 49
22
+ - 51
23
+ - 53
24
+ - 55
25
+ - 71
26
+ - 100
27
+ - 105
28
+ 2:
29
+ - 1
30
+ - 2
31
+ - 3
32
+ - 5
33
+ - 11
34
+ - 12
35
+ - 49
36
+ - 51
37
+ - 53
38
+ - 55
39
+ - 71
40
+ - 100
41
+ - 105
42
+ 3:
43
+ - 7
44
+ - 23
45
+ 4: 3.10.13
46
+ 5: 0.16.2
47
+ 6: 4.37.0
48
+ 8:
49
+ - 1
50
+ - 2
51
+ - 5
52
+ 9:
53
+ 1: transformers_trainer
54
+ 13: linux-x86_64
55
+ m:
56
+ - 1: train/global_step
57
+ 6:
58
+ - 3
59
+ vocab_size:
60
+ desc: null
61
+ value: 30522
62
+ max_position_embeddings:
63
+ desc: null
64
+ value: 512
65
+ sinusoidal_pos_embds:
66
+ desc: null
67
+ value: false
68
+ n_layers:
69
+ desc: null
70
+ value: 6
71
+ n_heads:
72
+ desc: null
73
+ value: 12
74
+ dim:
75
+ desc: null
76
+ value: 768
77
+ hidden_dim:
78
+ desc: null
79
+ value: 3072
80
+ dropout:
81
+ desc: null
82
+ value: 0.1
83
+ attention_dropout:
84
+ desc: null
85
+ value: 0.1
86
+ activation:
87
+ desc: null
88
+ value: gelu
89
+ initializer_range:
90
+ desc: null
91
+ value: 0.02
92
+ qa_dropout:
93
+ desc: null
94
+ value: 0.1
95
+ seq_classif_dropout:
96
+ desc: null
97
+ value: 0.2
98
+ return_dict:
99
+ desc: null
100
+ value: true
101
+ output_hidden_states:
102
+ desc: null
103
+ value: false
104
+ output_attentions:
105
+ desc: null
106
+ value: false
107
+ torchscript:
108
+ desc: null
109
+ value: false
110
+ torch_dtype:
111
+ desc: null
112
+ value: float32
113
+ use_bfloat16:
114
+ desc: null
115
+ value: false
116
+ tf_legacy_loss:
117
+ desc: null
118
+ value: false
119
+ pruned_heads:
120
+ desc: null
121
+ value: {}
122
+ tie_word_embeddings:
123
+ desc: null
124
+ value: true
125
+ chunk_size_feed_forward:
126
+ desc: null
127
+ value: 0
128
+ is_encoder_decoder:
129
+ desc: null
130
+ value: false
131
+ is_decoder:
132
+ desc: null
133
+ value: false
134
+ cross_attention_hidden_size:
135
+ desc: null
136
+ value: null
137
+ add_cross_attention:
138
+ desc: null
139
+ value: false
140
+ tie_encoder_decoder:
141
+ desc: null
142
+ value: false
143
+ max_length:
144
+ desc: null
145
+ value: 20
146
+ min_length:
147
+ desc: null
148
+ value: 0
149
+ do_sample:
150
+ desc: null
151
+ value: false
152
+ early_stopping:
153
+ desc: null
154
+ value: false
155
+ num_beams:
156
+ desc: null
157
+ value: 1
158
+ num_beam_groups:
159
+ desc: null
160
+ value: 1
161
+ diversity_penalty:
162
+ desc: null
163
+ value: 0.0
164
+ temperature:
165
+ desc: null
166
+ value: 1.0
167
+ top_k:
168
+ desc: null
169
+ value: 50
170
+ top_p:
171
+ desc: null
172
+ value: 1.0
173
+ typical_p:
174
+ desc: null
175
+ value: 1.0
176
+ repetition_penalty:
177
+ desc: null
178
+ value: 1.0
179
+ length_penalty:
180
+ desc: null
181
+ value: 1.0
182
+ no_repeat_ngram_size:
183
+ desc: null
184
+ value: 0
185
+ encoder_no_repeat_ngram_size:
186
+ desc: null
187
+ value: 0
188
+ bad_words_ids:
189
+ desc: null
190
+ value: null
191
+ num_return_sequences:
192
+ desc: null
193
+ value: 1
194
+ output_scores:
195
+ desc: null
196
+ value: false
197
+ return_dict_in_generate:
198
+ desc: null
199
+ value: false
200
+ forced_bos_token_id:
201
+ desc: null
202
+ value: null
203
+ forced_eos_token_id:
204
+ desc: null
205
+ value: null
206
+ remove_invalid_values:
207
+ desc: null
208
+ value: false
209
+ exponential_decay_length_penalty:
210
+ desc: null
211
+ value: null
212
+ suppress_tokens:
213
+ desc: null
214
+ value: null
215
+ begin_suppress_tokens:
216
+ desc: null
217
+ value: null
218
+ architectures:
219
+ desc: null
220
+ value:
221
+ - DistilBertForTokenClassification
222
+ finetuning_task:
223
+ desc: null
224
+ value: null
225
+ id2label:
226
+ desc: null
227
+ value:
228
+ '0': LABEL_0
229
+ '1': LABEL_1
230
+ '2': LABEL_2
231
+ '3': LABEL_3
232
+ '4': LABEL_4
233
+ '5': LABEL_5
234
+ '6': LABEL_6
235
+ '7': LABEL_7
236
+ '8': LABEL_8
237
+ '9': LABEL_9
238
+ '10': LABEL_10
239
+ '11': LABEL_11
240
+ '12': LABEL_12
241
+ label2id:
242
+ desc: null
243
+ value:
244
+ LABEL_0: 0
245
+ LABEL_1: 1
246
+ LABEL_2: 2
247
+ LABEL_3: 3
248
+ LABEL_4: 4
249
+ LABEL_5: 5
250
+ LABEL_6: 6
251
+ LABEL_7: 7
252
+ LABEL_8: 8
253
+ LABEL_9: 9
254
+ LABEL_10: 10
255
+ LABEL_11: 11
256
+ LABEL_12: 12
257
+ tokenizer_class:
258
+ desc: null
259
+ value: null
260
+ prefix:
261
+ desc: null
262
+ value: null
263
+ bos_token_id:
264
+ desc: null
265
+ value: null
266
+ pad_token_id:
267
+ desc: null
268
+ value: 0
269
+ eos_token_id:
270
+ desc: null
271
+ value: null
272
+ sep_token_id:
273
+ desc: null
274
+ value: null
275
+ decoder_start_token_id:
276
+ desc: null
277
+ value: null
278
+ task_specific_params:
279
+ desc: null
280
+ value: null
281
+ problem_type:
282
+ desc: null
283
+ value: null
284
+ _name_or_path:
285
+ desc: null
286
+ value: malduwais/distilbert-base-uncased-finetuned-ner
287
+ transformers_version:
288
+ desc: null
289
+ value: 4.37.0
290
+ model_type:
291
+ desc: null
292
+ value: distilbert
293
+ tie_weights_:
294
+ desc: null
295
+ value: true
296
+ output_dir:
297
+ desc: null
298
+ value: /kaggle/working
299
+ overwrite_output_dir:
300
+ desc: null
301
+ value: false
302
+ do_train:
303
+ desc: null
304
+ value: false
305
+ do_eval:
306
+ desc: null
307
+ value: true
308
+ do_predict:
309
+ desc: null
310
+ value: false
311
+ evaluation_strategy:
312
+ desc: null
313
+ value: epoch
314
+ prediction_loss_only:
315
+ desc: null
316
+ value: false
317
+ per_device_train_batch_size:
318
+ desc: null
319
+ value: 32
320
+ per_device_eval_batch_size:
321
+ desc: null
322
+ value: 8
323
+ per_gpu_train_batch_size:
324
+ desc: null
325
+ value: null
326
+ per_gpu_eval_batch_size:
327
+ desc: null
328
+ value: null
329
+ gradient_accumulation_steps:
330
+ desc: null
331
+ value: 1
332
+ eval_accumulation_steps:
333
+ desc: null
334
+ value: null
335
+ eval_delay:
336
+ desc: null
337
+ value: 0
338
+ learning_rate:
339
+ desc: null
340
+ value: 2.0e-05
341
+ weight_decay:
342
+ desc: null
343
+ value: 0.01
344
+ adam_beta1:
345
+ desc: null
346
+ value: 0.9
347
+ adam_beta2:
348
+ desc: null
349
+ value: 0.999
350
+ adam_epsilon:
351
+ desc: null
352
+ value: 1.0e-08
353
+ max_grad_norm:
354
+ desc: null
355
+ value: 1.0
356
+ num_train_epochs:
357
+ desc: null
358
+ value: 1
359
+ max_steps:
360
+ desc: null
361
+ value: -1
362
+ lr_scheduler_type:
363
+ desc: null
364
+ value: linear
365
+ lr_scheduler_kwargs:
366
+ desc: null
367
+ value: {}
368
+ warmup_ratio:
369
+ desc: null
370
+ value: 0.0
371
+ warmup_steps:
372
+ desc: null
373
+ value: 0
374
+ log_level:
375
+ desc: null
376
+ value: passive
377
+ log_level_replica:
378
+ desc: null
379
+ value: warning
380
+ log_on_each_node:
381
+ desc: null
382
+ value: true
383
+ logging_dir:
384
+ desc: null
385
+ value: /kaggle/working/runs/Feb28_16-47-23_bafa38fbdbe9
386
+ logging_strategy:
387
+ desc: null
388
+ value: steps
389
+ logging_first_step:
390
+ desc: null
391
+ value: false
392
+ logging_steps:
393
+ desc: null
394
+ value: 500
395
+ logging_nan_inf_filter:
396
+ desc: null
397
+ value: true
398
+ save_strategy:
399
+ desc: null
400
+ value: epoch
401
+ save_steps:
402
+ desc: null
403
+ value: 500
404
+ save_total_limit:
405
+ desc: null
406
+ value: null
407
+ save_safetensors:
408
+ desc: null
409
+ value: true
410
+ save_on_each_node:
411
+ desc: null
412
+ value: false
413
+ save_only_model:
414
+ desc: null
415
+ value: false
416
+ no_cuda:
417
+ desc: null
418
+ value: false
419
+ use_cpu:
420
+ desc: null
421
+ value: false
422
+ use_mps_device:
423
+ desc: null
424
+ value: false
425
+ seed:
426
+ desc: null
427
+ value: 42
428
+ data_seed:
429
+ desc: null
430
+ value: null
431
+ jit_mode_eval:
432
+ desc: null
433
+ value: false
434
+ use_ipex:
435
+ desc: null
436
+ value: false
437
+ bf16:
438
+ desc: null
439
+ value: false
440
+ fp16:
441
+ desc: null
442
+ value: false
443
+ fp16_opt_level:
444
+ desc: null
445
+ value: O1
446
+ half_precision_backend:
447
+ desc: null
448
+ value: auto
449
+ bf16_full_eval:
450
+ desc: null
451
+ value: false
452
+ fp16_full_eval:
453
+ desc: null
454
+ value: false
455
+ tf32:
456
+ desc: null
457
+ value: null
458
+ local_rank:
459
+ desc: null
460
+ value: 0
461
+ ddp_backend:
462
+ desc: null
463
+ value: null
464
+ tpu_num_cores:
465
+ desc: null
466
+ value: null
467
+ tpu_metrics_debug:
468
+ desc: null
469
+ value: false
470
+ debug:
471
+ desc: null
472
+ value: []
473
+ dataloader_drop_last:
474
+ desc: null
475
+ value: false
476
+ eval_steps:
477
+ desc: null
478
+ value: null
479
+ dataloader_num_workers:
480
+ desc: null
481
+ value: 0
482
+ past_index:
483
+ desc: null
484
+ value: -1
485
+ run_name:
486
+ desc: null
487
+ value: /kaggle/working
488
+ disable_tqdm:
489
+ desc: null
490
+ value: false
491
+ remove_unused_columns:
492
+ desc: null
493
+ value: true
494
+ label_names:
495
+ desc: null
496
+ value: null
497
+ load_best_model_at_end:
498
+ desc: null
499
+ value: true
500
+ metric_for_best_model:
501
+ desc: null
502
+ value: loss
503
+ greater_is_better:
504
+ desc: null
505
+ value: false
506
+ ignore_data_skip:
507
+ desc: null
508
+ value: false
509
+ fsdp:
510
+ desc: null
511
+ value: []
512
+ fsdp_min_num_params:
513
+ desc: null
514
+ value: 0
515
+ fsdp_config:
516
+ desc: null
517
+ value:
518
+ min_num_params: 0
519
+ xla: false
520
+ xla_fsdp_grad_ckpt: false
521
+ fsdp_transformer_layer_cls_to_wrap:
522
+ desc: null
523
+ value: null
524
+ deepspeed:
525
+ desc: null
526
+ value: null
527
+ label_smoothing_factor:
528
+ desc: null
529
+ value: 0.0
530
+ optim:
531
+ desc: null
532
+ value: adamw_torch
533
+ optim_args:
534
+ desc: null
535
+ value: null
536
+ adafactor:
537
+ desc: null
538
+ value: false
539
+ group_by_length:
540
+ desc: null
541
+ value: false
542
+ length_column_name:
543
+ desc: null
544
+ value: length
545
+ report_to:
546
+ desc: null
547
+ value:
548
+ - tensorboard
549
+ - wandb
550
+ ddp_find_unused_parameters:
551
+ desc: null
552
+ value: null
553
+ ddp_bucket_cap_mb:
554
+ desc: null
555
+ value: null
556
+ ddp_broadcast_buffers:
557
+ desc: null
558
+ value: null
559
+ dataloader_pin_memory:
560
+ desc: null
561
+ value: true
562
+ dataloader_persistent_workers:
563
+ desc: null
564
+ value: false
565
+ skip_memory_metrics:
566
+ desc: null
567
+ value: true
568
+ use_legacy_prediction_loop:
569
+ desc: null
570
+ value: false
571
+ push_to_hub:
572
+ desc: null
573
+ value: true
574
+ resume_from_checkpoint:
575
+ desc: null
576
+ value: null
577
+ hub_model_id:
578
+ desc: null
579
+ value: null
580
+ hub_strategy:
581
+ desc: null
582
+ value: every_save
583
+ hub_token:
584
+ desc: null
585
+ value: <HUB_TOKEN>
586
+ hub_private_repo:
587
+ desc: null
588
+ value: false
589
+ hub_always_push:
590
+ desc: null
591
+ value: false
592
+ gradient_checkpointing:
593
+ desc: null
594
+ value: false
595
+ gradient_checkpointing_kwargs:
596
+ desc: null
597
+ value: null
598
+ include_inputs_for_metrics:
599
+ desc: null
600
+ value: false
601
+ fp16_backend:
602
+ desc: null
603
+ value: auto
604
+ push_to_hub_model_id:
605
+ desc: null
606
+ value: null
607
+ push_to_hub_organization:
608
+ desc: null
609
+ value: null
610
+ push_to_hub_token:
611
+ desc: null
612
+ value: <PUSH_TO_HUB_TOKEN>
613
+ mp_parameters:
614
+ desc: null
615
+ value: ''
616
+ auto_find_batch_size:
617
+ desc: null
618
+ value: false
619
+ full_determinism:
620
+ desc: null
621
+ value: false
622
+ torchdynamo:
623
+ desc: null
624
+ value: null
625
+ ray_scope:
626
+ desc: null
627
+ value: last
628
+ ddp_timeout:
629
+ desc: null
630
+ value: 1800
631
+ torch_compile:
632
+ desc: null
633
+ value: false
634
+ torch_compile_backend:
635
+ desc: null
636
+ value: null
637
+ torch_compile_mode:
638
+ desc: null
639
+ value: null
640
+ dispatch_batches:
641
+ desc: null
642
+ value: null
643
+ split_batches:
644
+ desc: null
645
+ value: false
646
+ include_tokens_per_second:
647
+ desc: null
648
+ value: false
649
+ include_num_input_tokens_seen:
650
+ desc: null
651
+ value: false
652
+ neftune_noise_alpha:
653
+ desc: null
654
+ value: null
wandb/run-20240228_164728-a7eaa078/files/output.log ADDED
@@ -0,0 +1 @@
 
 
1
+ /opt/conda/lib/python3.10/site-packages/seqeval/metrics/v1.py:57: UndefinedMetricWarning: Precision and F-score are ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.
wandb/run-20240228_164728-a7eaa078/files/requirements.txt ADDED
@@ -0,0 +1,851 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ absl-py==1.4.0
2
+ accelerate==0.26.1
3
+ access==1.1.9
4
+ affine==2.4.0
5
+ aiobotocore==2.11.0
6
+ aiofiles==22.1.0
7
+ aiohttp-cors==0.7.0
8
+ aiohttp==3.9.1
9
+ aioitertools==0.11.0
10
+ aiorwlock==1.3.0
11
+ aiosignal==1.3.1
12
+ aiosqlite==0.19.0
13
+ albumentations==1.3.1
14
+ alembic==1.13.1
15
+ altair==5.2.0
16
+ annotated-types==0.6.0
17
+ annoy==1.17.3
18
+ anyio==4.2.0
19
+ apache-beam==2.46.0
20
+ aplus==0.11.0
21
+ appdirs==1.4.4
22
+ archspec==0.2.2
23
+ argon2-cffi-bindings==21.2.0
24
+ argon2-cffi==23.1.0
25
+ array-record==0.5.0
26
+ arrow==1.3.0
27
+ arviz==0.17.0
28
+ astroid==3.0.2
29
+ astropy-iers-data==0.2024.1.22.0.30.30
30
+ astropy==6.0.0
31
+ asttokens==2.4.1
32
+ astunparse==1.6.3
33
+ async-lru==2.0.4
34
+ async-timeout==4.0.3
35
+ attrs==23.2.0
36
+ audioread==3.0.1
37
+ autopep8==2.0.4
38
+ babel==2.14.0
39
+ backoff==2.2.1
40
+ bayesian-optimization==1.4.3
41
+ bayespy==0.5.26
42
+ beatrix-jupyterlab==2023.128.151533
43
+ beautifulsoup4==4.12.2
44
+ bidict==0.22.1
45
+ biopython==1.83
46
+ blake3==0.2.1
47
+ bleach==6.1.0
48
+ blessed==1.20.0
49
+ blinker==1.7.0
50
+ blis==0.7.10
51
+ blosc2==2.4.0
52
+ bokeh==3.3.3
53
+ boltons==23.1.1
54
+ boruta==0.3
55
+ boto3==1.26.100
56
+ botocore==1.34.22
57
+ bq-helper==0.4.1
58
+ bqplot==0.12.42
59
+ branca==0.7.0
60
+ brewer2mpl==1.4.1
61
+ brotli==1.0.9
62
+ brotlipy==0.7.0
63
+ cached-property==1.5.2
64
+ cachetools==4.2.4
65
+ cartopy==0.22.0
66
+ catalogue==2.0.10
67
+ catalyst==22.4
68
+ catboost==1.2.2
69
+ category-encoders==2.6.3
70
+ certifi==2023.11.17
71
+ cesium==0.12.1
72
+ cffi==1.16.0
73
+ charset-normalizer==3.3.2
74
+ chex==0.1.85
75
+ cleverhans==4.0.0
76
+ click-plugins==1.1.1
77
+ click==8.1.7
78
+ cligj==0.7.2
79
+ cloud-tpu-client==0.10
80
+ cloud-tpu-profiler==2.4.0
81
+ cloudpathlib==0.16.0
82
+ cloudpickle==2.2.1
83
+ cmdstanpy==1.2.0
84
+ cmudict==1.0.16
85
+ colorama==0.4.6
86
+ colorcet==3.0.1
87
+ colorful==0.5.6
88
+ colorlog==6.8.0
89
+ colorlover==0.3.0
90
+ comm==0.2.1
91
+ conda-libmamba-solver==23.7.0
92
+ conda-package-handling==2.2.0
93
+ conda-package-streaming==0.9.0
94
+ conda==23.7.4
95
+ confection==0.1.4
96
+ contextily==1.5.0
97
+ contourpy==1.2.0
98
+ convertdate==2.4.0
99
+ crcmod==1.7
100
+ cryptography==41.0.7
101
+ cuda-python==12.3.0
102
+ cudf==23.8.0
103
+ cufflinks==0.17.3
104
+ cuml==23.8.0
105
+ cupy==13.0.0
106
+ cvxcanon==0.1.2
107
+ cycler==0.12.1
108
+ cymem==2.0.8
109
+ cysignals==1.11.4
110
+ cython==3.0.8
111
+ cytoolz==0.12.2
112
+ daal4py==2024.1.0
113
+ daal==2024.1.0
114
+ dacite==1.8.1
115
+ dask-cuda==23.8.0
116
+ dask-cudf==23.8.0
117
+ dask==2024.1.0
118
+ dataclasses-json==0.6.3
119
+ dataproc-jupyter-plugin==0.1.66
120
+ datasets==2.1.0
121
+ datashader==0.16.0
122
+ datatile==1.0.3
123
+ db-dtypes==1.2.0
124
+ deap==1.4.1
125
+ debugpy==1.8.0
126
+ decorator==5.1.1
127
+ deepdiff==6.7.1
128
+ defusedxml==0.7.1
129
+ delorean==1.0.0
130
+ deprecated==1.2.14
131
+ deprecation==2.1.0
132
+ descartes==1.1.0
133
+ dill==0.3.7
134
+ dipy==1.8.0
135
+ distlib==0.3.8
136
+ distributed==2024.1.0
137
+ distro==1.9.0
138
+ dm-tree==0.1.8
139
+ docker-pycreds==0.4.0
140
+ docker==7.0.0
141
+ docopt==0.6.2
142
+ docstring-parser==0.15
143
+ docstring-to-markdown==0.13
144
+ docutils==0.20.1
145
+ earthengine-api==0.1.386
146
+ easydict==1.11
147
+ easyocr==1.7.1
148
+ ecos==2.0.12
149
+ eli5==0.13.0
150
+ emoji==2.10.0
151
+ en-core-web-lg==3.7.1
152
+ en-core-web-sm==3.7.1
153
+ entrypoints==0.4
154
+ ephem==4.1.5
155
+ esda==2.5.1
156
+ essentia==2.1b6.dev1110
157
+ et-xmlfile==1.1.0
158
+ etils==1.6.0
159
+ evaluate==0.4.1
160
+ exceptiongroup==1.2.0
161
+ executing==2.0.1
162
+ explainable-ai-sdk==1.3.3
163
+ farama-notifications==0.0.4
164
+ fastai==2.7.13
165
+ fastapi==0.108.0
166
+ fastavro==1.9.3
167
+ fastcore==1.5.29
168
+ fastdownload==0.0.7
169
+ fasteners==0.19
170
+ fastjsonschema==2.19.1
171
+ fastprogress==1.0.3
172
+ fastrlock==0.8.2
173
+ fasttext==0.9.2
174
+ fbpca==1.0
175
+ feather-format==0.4.1
176
+ featuretools==1.28.0
177
+ filelock==3.13.1
178
+ fiona==1.9.5
179
+ fitter==1.7.0
180
+ flake8==7.0.0
181
+ flashtext==2.7
182
+ flask==3.0.1
183
+ flatbuffers==23.5.26
184
+ flax==0.7.5
185
+ folium==0.15.1
186
+ fonttools==4.47.0
187
+ fqdn==1.5.1
188
+ frozendict==2.4.0
189
+ frozenlist==1.4.1
190
+ fsspec==2023.12.2
191
+ funcy==2.0
192
+ fury==0.9.0
193
+ future==0.18.3
194
+ fuzzywuzzy==0.18.0
195
+ gast==0.5.4
196
+ gatspy==0.3
197
+ gcsfs==2023.12.2.post1
198
+ gensim==4.3.2
199
+ geographiclib==2.0
200
+ geohash==1.0
201
+ geojson==3.1.0
202
+ geopandas==0.14.2
203
+ geoplot==0.5.1
204
+ geopy==2.4.1
205
+ geoviews==1.11.0
206
+ ggplot==0.11.5
207
+ giddy==2.3.5
208
+ gitdb==4.0.11
209
+ gitpython==3.1.41
210
+ google-ai-generativelanguage==0.4.0
211
+ google-api-core==2.11.1
212
+ google-api-python-client==2.115.0
213
+ google-apitools==0.5.31
214
+ google-auth-httplib2==0.1.1
215
+ google-auth-oauthlib==1.2.0
216
+ google-auth==2.26.1
217
+ google-cloud-aiplatform==0.6.0a1
218
+ google-cloud-artifact-registry==1.10.0
219
+ google-cloud-automl==1.0.1
220
+ google-cloud-bigquery==2.34.4
221
+ google-cloud-bigtable==1.7.3
222
+ google-cloud-core==2.4.1
223
+ google-cloud-datastore==2.19.0
224
+ google-cloud-dlp==3.14.0
225
+ google-cloud-jupyter-config==0.0.5
226
+ google-cloud-language==2.12.0
227
+ google-cloud-monitoring==2.18.0
228
+ google-cloud-pubsub==2.19.0
229
+ google-cloud-pubsublite==1.9.0
230
+ google-cloud-recommendations-ai==0.7.1
231
+ google-cloud-resource-manager==1.11.0
232
+ google-cloud-spanner==3.40.1
233
+ google-cloud-storage==1.44.0
234
+ google-cloud-translate==3.12.1
235
+ google-cloud-videointelligence==2.12.0
236
+ google-cloud-vision==2.8.0
237
+ google-crc32c==1.5.0
238
+ google-generativeai==0.3.2
239
+ google-pasta==0.2.0
240
+ google-resumable-media==2.7.0
241
+ googleapis-common-protos==1.62.0
242
+ gplearn==0.4.2
243
+ gpustat==1.0.0
244
+ gpxpy==1.6.2
245
+ graphviz==0.20.1
246
+ greenlet==3.0.3
247
+ grpc-google-iam-v1==0.12.7
248
+ grpcio-status==1.48.1
249
+ grpcio==1.51.1
250
+ gviz-api==1.10.0
251
+ gym-notices==0.0.8
252
+ gym==0.26.2
253
+ gymnasium==0.29.0
254
+ h11==0.14.0
255
+ h2o==3.44.0.3
256
+ h5netcdf==1.3.0
257
+ h5py==3.10.0
258
+ haversine==2.8.1
259
+ hdfs==2.7.3
260
+ hep-ml==0.7.2
261
+ hijri-converter==2.3.1
262
+ hmmlearn==0.3.0
263
+ holidays==0.24
264
+ holoviews==1.18.1
265
+ hpsklearn==0.1.0
266
+ html5lib==1.1
267
+ htmlmin==0.1.12
268
+ httplib2==0.21.0
269
+ httptools==0.6.1
270
+ huggingface-hub==0.20.3
271
+ humanize==4.9.0
272
+ hunspell==0.5.5
273
+ husl==4.0.3
274
+ hydra-slayer==0.5.0
275
+ hyperopt==0.2.7
276
+ hypertools==0.8.0
277
+ idna==3.6
278
+ igraph==0.11.3
279
+ imagecodecs==2024.1.1
280
+ imagehash==4.3.1
281
+ imageio==2.33.1
282
+ imbalanced-learn==0.11.0
283
+ imgaug==0.4.0
284
+ importlib-metadata==6.11.0
285
+ importlib-resources==6.1.1
286
+ inequality==1.0.1
287
+ iniconfig==2.0.0
288
+ ipydatawidgets==4.3.5
289
+ ipykernel==6.28.0
290
+ ipyleaflet==0.18.2
291
+ ipympl==0.7.0
292
+ ipython-genutils==0.2.0
293
+ ipython-sql==0.5.0
294
+ ipython==8.20.0
295
+ ipyvolume==0.6.3
296
+ ipyvue==1.10.1
297
+ ipyvuetify==1.8.10
298
+ ipywebrtc==0.6.0
299
+ ipywidgets==7.7.1
300
+ isoduration==20.11.0
301
+ isort==5.13.2
302
+ isoweek==1.3.3
303
+ itsdangerous==2.1.2
304
+ janome==0.5.0
305
+ jaraco.classes==3.3.0
306
+ jax-jumpy==1.0.0
307
+ jax==0.4.23
308
+ jaxlib==0.4.23.dev20240116
309
+ jedi==0.19.1
310
+ jeepney==0.8.0
311
+ jieba==0.42.1
312
+ jinja2==3.1.2
313
+ jmespath==1.0.1
314
+ joblib==1.3.2
315
+ json5==0.9.14
316
+ jsonpatch==1.33
317
+ jsonpointer==2.4
318
+ jsonschema-specifications==2023.12.1
319
+ jsonschema==4.20.0
320
+ jupyter-client==7.4.9
321
+ jupyter-console==6.6.3
322
+ jupyter-core==5.7.1
323
+ jupyter-events==0.9.0
324
+ jupyter-http-over-ws==0.0.8
325
+ jupyter-lsp==1.5.1
326
+ jupyter-server-fileid==0.9.1
327
+ jupyter-server-mathjax==0.2.6
328
+ jupyter-server-proxy==4.1.0
329
+ jupyter-server-terminals==0.5.1
330
+ jupyter-server-ydoc==0.8.0
331
+ jupyter-server==2.12.5
332
+ jupyter-ydoc==0.2.5
333
+ jupyterlab-git==0.44.0
334
+ jupyterlab-lsp==5.0.2
335
+ jupyterlab-pygments==0.3.0
336
+ jupyterlab-server==2.25.2
337
+ jupyterlab-widgets==3.0.9
338
+ jupyterlab==4.0.11
339
+ jupytext==1.16.0
340
+ kaggle-environments==1.14.3
341
+ kaggle==1.6.3
342
+ kagglehub==0.1.6
343
+ keras-core==0.1.7
344
+ keras-cv==0.8.1
345
+ keras-nlp==0.7.0
346
+ keras-tuner==1.4.6
347
+ keras==2.15.0
348
+ kernels-mixer==0.0.7
349
+ keyring==24.3.0
350
+ keyrings.google-artifactregistry-auth==1.1.2
351
+ kfp-pipeline-spec==0.2.2
352
+ kfp-server-api==2.0.5
353
+ kfp==2.5.0
354
+ kiwisolver==1.4.5
355
+ kmapper==2.0.1
356
+ kmodes==0.12.2
357
+ korean-lunar-calendar==0.3.1
358
+ kornia==0.7.1
359
+ kt-legacy==1.0.5
360
+ kubernetes==26.1.0
361
+ langcodes==3.3.0
362
+ langid==1.1.6
363
+ lazy-loader==0.3
364
+ learntools==0.3.4
365
+ leven==1.0.4
366
+ levenshtein==0.23.0
367
+ libclang==16.0.6
368
+ libmambapy==1.5.0
369
+ libpysal==4.9.2
370
+ librosa==0.10.1
371
+ lightgbm==4.2.0
372
+ lightning-utilities==0.10.1
373
+ lime==0.2.0.1
374
+ line-profiler==4.1.2
375
+ linkify-it-py==2.0.2
376
+ llvmlite==0.41.1
377
+ lml==0.1.0
378
+ locket==1.0.0
379
+ loguru==0.7.2
380
+ lunarcalendar==0.0.9
381
+ lxml==5.1.0
382
+ lz4==4.3.3
383
+ mako==1.3.1
384
+ mamba==1.5.0
385
+ mapclassify==2.6.1
386
+ marisa-trie==1.1.0
387
+ markdown-it-py==3.0.0
388
+ markdown==3.5.2
389
+ markovify==0.9.4
390
+ markupsafe==2.1.3
391
+ marshmallow==3.20.2
392
+ matplotlib-inline==0.1.6
393
+ matplotlib-venn==0.11.9
394
+ matplotlib==3.7.4
395
+ mccabe==0.7.0
396
+ mdit-py-plugins==0.4.0
397
+ mdurl==0.1.2
398
+ memory-profiler==0.61.0
399
+ menuinst==2.0.1
400
+ mercantile==1.2.1
401
+ mgwr==2.2.1
402
+ missingno==0.5.2
403
+ mistune==0.8.4
404
+ mizani==0.9.3
405
+ ml-dtypes==0.2.0
406
+ mlcrate==0.2.0
407
+ mlens==0.2.3
408
+ mlxtend==0.23.1
409
+ mmh3==4.1.0
410
+ mne==1.6.1
411
+ mnist==0.2.2
412
+ mock==5.1.0
413
+ momepy==0.7.0
414
+ more-itertools==10.2.0
415
+ mpld3==0.5.10
416
+ mpmath==1.3.0
417
+ msgpack-numpy==0.4.8
418
+ msgpack==1.0.7
419
+ multidict==6.0.4
420
+ multimethod==1.10
421
+ multipledispatch==1.0.0
422
+ multiprocess==0.70.15
423
+ munkres==1.1.4
424
+ murmurhash==1.0.10
425
+ mypy-extensions==1.0.0
426
+ namex==0.0.7
427
+ nb-conda-kernels==2.3.1
428
+ nb-conda==2.2.1
429
+ nbclassic==1.0.0
430
+ nbclient==0.5.13
431
+ nbconvert==6.4.5
432
+ nbdime==3.2.0
433
+ nbformat==5.9.2
434
+ ndindex==1.7
435
+ nest-asyncio==1.5.8
436
+ networkx==3.2.1
437
+ nibabel==5.2.0
438
+ nilearn==0.10.2
439
+ ninja==1.11.1.1
440
+ nltk==3.2.4
441
+ nose==1.3.7
442
+ notebook-executor==0.2
443
+ notebook-shim==0.2.3
444
+ notebook==6.5.4
445
+ numba==0.58.1
446
+ numexpr==2.8.8
447
+ numpy==1.24.4
448
+ nvidia-ml-py==11.495.46
449
+ nvtx==0.2.8
450
+ oauth2client==4.1.3
451
+ oauthlib==3.2.2
452
+ objsize==0.6.1
453
+ odfpy==1.4.1
454
+ olefile==0.47
455
+ onnx==1.15.0
456
+ opencensus-context==0.1.3
457
+ opencensus==0.11.4
458
+ opencv-contrib-python==4.9.0.80
459
+ opencv-python-headless==4.9.0.80
460
+ opencv-python==4.9.0.80
461
+ openpyxl==3.1.2
462
+ openslide-python==1.3.1
463
+ opentelemetry-api==1.22.0
464
+ opentelemetry-exporter-otlp-proto-common==1.22.0
465
+ opentelemetry-exporter-otlp-proto-grpc==1.22.0
466
+ opentelemetry-exporter-otlp-proto-http==1.22.0
467
+ opentelemetry-exporter-otlp==1.22.0
468
+ opentelemetry-proto==1.22.0
469
+ opentelemetry-sdk==1.22.0
470
+ opentelemetry-semantic-conventions==0.43b0
471
+ opt-einsum==3.3.0
472
+ optax==0.1.8
473
+ optuna==3.5.0
474
+ orbax-checkpoint==0.4.4
475
+ ordered-set==4.1.0
476
+ orderedmultidict==1.0.1
477
+ orjson==3.9.10
478
+ ortools==9.4.1874
479
+ osmnx==1.8.1
480
+ overrides==7.4.0
481
+ packaging==21.3
482
+ pandas-datareader==0.10.0
483
+ pandas-profiling==3.6.6
484
+ pandas-summary==0.2.0
485
+ pandas==2.1.4
486
+ pandasql==0.7.3
487
+ pandocfilters==1.5.0
488
+ panel==1.3.7
489
+ papermill==2.5.0
490
+ param==2.0.2
491
+ parso==0.8.3
492
+ partd==1.4.1
493
+ path.py==12.5.0
494
+ path==16.9.0
495
+ pathos==0.3.1
496
+ pathy==0.10.3
497
+ patsy==0.5.6
498
+ pdf2image==1.17.0
499
+ pettingzoo==1.24.0
500
+ pexpect==4.8.0
501
+ phik==0.12.4
502
+ pickleshare==0.7.5
503
+ pillow==9.5.0
504
+ pip==23.3.2
505
+ pkgutil-resolve-name==1.3.10
506
+ platformdirs==4.1.0
507
+ plotly-express==0.4.1
508
+ plotly==5.18.0
509
+ plotnine==0.12.4
510
+ pluggy==1.3.0
511
+ pointpats==2.4.0
512
+ polars==0.20.5
513
+ polyglot==16.7.4
514
+ pooch==1.8.0
515
+ pox==0.3.3
516
+ ppca==0.0.4
517
+ ppft==1.7.6.7
518
+ preprocessing==0.1.13
519
+ preshed==3.0.9
520
+ prettytable==3.9.0
521
+ progressbar2==4.3.2
522
+ prometheus-client==0.19.0
523
+ promise==2.3
524
+ prompt-toolkit==3.0.42
525
+ pronouncing==0.2.0
526
+ prophet==1.1.1
527
+ proto-plus==1.23.0
528
+ protobuf==3.20.3
529
+ psutil==5.9.3
530
+ ptyprocess==0.7.0
531
+ pudb==2024.1
532
+ pulp==2.8.0
533
+ pure-eval==0.2.2
534
+ py-cpuinfo==9.0.0
535
+ py-spy==0.3.14
536
+ py4j==0.10.9.7
537
+ pyaml==23.12.0
538
+ pyarabic==0.6.15
539
+ pyarrow==11.0.0
540
+ pyasn1-modules==0.3.0
541
+ pyasn1==0.5.1
542
+ pyastronomy==0.20.0
543
+ pybind11==2.11.1
544
+ pyclipper==1.3.0.post5
545
+ pycodestyle==2.11.1
546
+ pycosat==0.6.6
547
+ pycparser==2.21
548
+ pycryptodome==3.20.0
549
+ pyct==0.5.0
550
+ pycuda==2024.1
551
+ pydantic-core==2.14.6
552
+ pydantic==2.5.3
553
+ pydegensac==0.1.2
554
+ pydicom==2.4.4
555
+ pydocstyle==6.3.0
556
+ pydot==1.4.2
557
+ pydub==0.25.1
558
+ pyemd==1.0.0
559
+ pyerfa==2.0.1.1
560
+ pyexcel-io==0.6.6
561
+ pyexcel-ods==0.6.0
562
+ pyfasttext==0.4.6
563
+ pyflakes==3.2.0
564
+ pygltflib==1.16.1
565
+ pygments==2.17.2
566
+ pyjwt==2.8.0
567
+ pykalman==0.9.5
568
+ pyldavis==3.4.1
569
+ pylibraft==23.8.0
570
+ pylint==3.0.3
571
+ pymc3==3.11.4
572
+ pymeeus==0.5.12
573
+ pymongo==3.13.0
574
+ pympler==1.0.1
575
+ pynndescent==0.5.11
576
+ pynvml==11.4.1
577
+ pynvrtc==9.2
578
+ pyocr==0.8.5
579
+ pyopenssl==23.3.0
580
+ pyparsing==3.1.1
581
+ pypdf==4.0.0
582
+ pyproj==3.6.1
583
+ pysal==23.7
584
+ pyshp==2.3.1
585
+ pysocks==1.7.1
586
+ pytesseract==0.3.10
587
+ pytest==7.4.4
588
+ python-bidi==0.4.2
589
+ python-dateutil==2.8.2
590
+ python-dotenv==1.0.0
591
+ python-json-logger==2.0.7
592
+ python-levenshtein==0.23.0
593
+ python-louvain==0.16
594
+ python-lsp-jsonrpc==1.1.2
595
+ python-lsp-server==1.10.0
596
+ python-slugify==8.0.1
597
+ python-utils==3.8.1
598
+ pythreejs==2.4.2
599
+ pytoolconfig==1.3.1
600
+ pytools==2023.1.1
601
+ pytorch-ignite==0.4.13
602
+ pytorch-lightning==2.1.3
603
+ pytz==2023.3.post1
604
+ pyu2f==0.1.5
605
+ pyupset==0.1.1.post7
606
+ pyviz-comms==3.0.1
607
+ pywavelets==1.5.0
608
+ pyyaml==6.0.1
609
+ pyzmq==24.0.1
610
+ qgrid==1.3.1
611
+ qtconsole==5.5.1
612
+ qtpy==2.4.1
613
+ quantecon==0.7.1
614
+ quantities==0.15.0
615
+ qudida==0.0.4
616
+ raft-dask==23.8.0
617
+ rapidfuzz==3.6.1
618
+ rasterio==1.3.9
619
+ rasterstats==0.19.0
620
+ ray-cpp==2.9.0
621
+ ray==2.9.0
622
+ referencing==0.32.1
623
+ regex==2023.12.25
624
+ requests-oauthlib==1.3.1
625
+ requests-toolbelt==0.10.1
626
+ requests==2.31.0
627
+ responses==0.18.0
628
+ retrying==1.3.3
629
+ rfc3339-validator==0.1.4
630
+ rfc3986-validator==0.1.1
631
+ rgf-python==3.12.0
632
+ rich-click==1.7.3
633
+ rich==13.7.0
634
+ rmm==23.8.0
635
+ rope==1.12.0
636
+ rpds-py==0.16.2
637
+ rsa==4.9
638
+ rtree==1.2.0
639
+ ruamel-yaml-conda==0.15.100
640
+ ruamel.yaml.clib==0.2.7
641
+ ruamel.yaml==0.17.40
642
+ s2sphere==0.2.5
643
+ s3fs==2023.12.2
644
+ s3transfer==0.6.2
645
+ safetensors==0.4.2
646
+ scattertext==0.1.19
647
+ scikit-image==0.22.0
648
+ scikit-learn-intelex==2024.1.0
649
+ scikit-learn==1.2.2
650
+ scikit-multilearn==0.2.0
651
+ scikit-optimize==0.9.0
652
+ scikit-plot==0.3.7
653
+ scikit-surprise==1.1.3
654
+ scipy==1.11.4
655
+ seaborn==0.12.2
656
+ secretstorage==3.3.3
657
+ segment-anything==1.0
658
+ segregation==2.5
659
+ semver==3.0.2
660
+ send2trash==1.8.2
661
+ sentencepiece==0.1.99
662
+ sentry-sdk==1.39.2
663
+ seqeval==1.2.2
664
+ setproctitle==1.3.3
665
+ setuptools-git==1.2
666
+ setuptools-scm==8.0.4
667
+ setuptools==69.0.3
668
+ shap==0.44.0
669
+ shapely==1.8.5.post1
670
+ shellingham==1.5.4
671
+ shimmy==1.3.0
672
+ simpervisor==1.0.0
673
+ simpleitk==2.3.1
674
+ simplejson==3.19.2
675
+ six==1.16.0
676
+ sklearn-pandas==2.2.0
677
+ slicer==0.0.7
678
+ smart-open==6.4.0
679
+ smhasher==0.150.1
680
+ smmap==5.0.1
681
+ sniffio==1.3.0
682
+ snowballstemmer==2.2.0
683
+ snuggs==1.4.7
684
+ sortedcontainers==2.4.0
685
+ soundfile==0.12.1
686
+ soupsieve==2.5
687
+ soxr==0.3.7
688
+ spacy-legacy==3.0.12
689
+ spacy-loggers==1.0.5
690
+ spacy==3.7.2
691
+ spaghetti==1.7.4
692
+ spectral==0.23.1
693
+ spglm==1.1.0
694
+ sphinx-rtd-theme==0.2.4
695
+ spint==1.0.7
696
+ splot==1.1.5.post1
697
+ spopt==0.6.0
698
+ spreg==1.4.2
699
+ spvcm==0.3.0
700
+ sqlalchemy==2.0.25
701
+ sqlparse==0.4.4
702
+ squarify==0.4.3
703
+ srsly==2.4.8
704
+ stable-baselines3==2.1.0
705
+ stack-data==0.6.2
706
+ stanio==0.3.0
707
+ starlette==0.32.0.post1
708
+ statsmodels==0.14.1
709
+ stemming==1.0.1
710
+ stop-words==2018.7.23
711
+ stopit==1.1.2
712
+ stumpy==1.12.0
713
+ sympy==1.12
714
+ tables==3.9.2
715
+ tabulate==0.9.0
716
+ tangled-up-in-unicode==0.2.0
717
+ tbb==2021.11.0
718
+ tblib==3.0.0
719
+ tenacity==8.2.3
720
+ tensorboard-data-server==0.7.2
721
+ tensorboard-plugin-profile==2.15.0
722
+ tensorboard==2.15.1
723
+ tensorboardx==2.6.2.2
724
+ tensorflow-cloud==0.1.16
725
+ tensorflow-datasets==4.9.4
726
+ tensorflow-decision-forests==1.8.1
727
+ tensorflow-estimator==2.15.0
728
+ tensorflow-hub==0.15.0
729
+ tensorflow-io-gcs-filesystem==0.35.0
730
+ tensorflow-io==0.35.0
731
+ tensorflow-metadata==0.14.0
732
+ tensorflow-probability==0.23.0
733
+ tensorflow-serving-api==2.14.1
734
+ tensorflow-text==2.15.0
735
+ tensorflow-transform==0.14.0
736
+ tensorflow==2.15.0
737
+ tensorflowjs==4.16.0
738
+ tensorpack==0.11
739
+ tensorstore==0.1.45
740
+ termcolor==2.4.0
741
+ terminado==0.18.0
742
+ testpath==0.6.0
743
+ text-unidecode==1.3
744
+ textblob==0.17.1
745
+ texttable==1.7.0
746
+ theano-pymc==1.1.2
747
+ theano==1.0.5
748
+ thinc==8.2.2
749
+ threadpoolctl==3.2.0
750
+ tifffile==2023.12.9
751
+ timm==0.9.12
752
+ tinycss2==1.2.1
753
+ tobler==0.11.2
754
+ tokenizers==0.15.1
755
+ toml==0.10.2
756
+ tomli==2.0.1
757
+ tomlkit==0.12.3
758
+ toolz==0.12.0
759
+ torch==2.1.2
760
+ torchaudio==2.1.2
761
+ torchdata==0.7.1
762
+ torchinfo==1.8.0
763
+ torchmetrics==1.3.0.post0
764
+ torchtext==0.16.2
765
+ torchvision==0.16.2
766
+ tornado==6.3.3
767
+ tpot==0.12.1
768
+ tqdm==4.66.1
769
+ traceml==1.0.8
770
+ traitlets==5.9.0
771
+ traittypes==0.2.1
772
+ transformers==4.37.0
773
+ treelite-runtime==3.2.0
774
+ treelite==3.2.0
775
+ trueskill==0.4.5
776
+ truststore==0.8.0
777
+ trx-python==0.2.9
778
+ tsfresh==0.20.1
779
+ typeguard==4.1.5
780
+ typer==0.9.0
781
+ types-python-dateutil==2.8.19.20240106
782
+ typing-extensions==4.9.0
783
+ typing-inspect==0.9.0
784
+ typing-utils==0.1.0
785
+ tzdata==2023.4
786
+ tzlocal==5.2
787
+ uc-micro-py==1.0.2
788
+ ucx-py==0.33.0
789
+ ujson==5.9.0
790
+ umap-learn==0.5.5
791
+ unicodedata2==15.1.0
792
+ unidecode==1.3.8
793
+ update-checker==0.18.0
794
+ uri-template==1.3.0
795
+ uritemplate==3.0.1
796
+ urllib3==1.26.18
797
+ urwid-readline==0.13
798
+ urwid==2.4.6
799
+ uvicorn==0.25.0
800
+ uvloop==0.19.0
801
+ vaex-astro==0.9.3
802
+ vaex-core==4.17.1
803
+ vaex-hdf5==0.14.1
804
+ vaex-jupyter==0.8.2
805
+ vaex-ml==0.18.3
806
+ vaex-server==0.9.0
807
+ vaex-viz==0.5.4
808
+ vaex==4.17.0
809
+ vec-noise==1.1.4
810
+ vecstack==0.4.0
811
+ virtualenv==20.21.0
812
+ visions==0.7.5
813
+ vowpalwabbit==9.9.0
814
+ vtk==9.3.0
815
+ wand==0.6.13
816
+ wandb==0.16.2
817
+ wasabi==1.1.2
818
+ watchfiles==0.21.0
819
+ wavio==0.0.8
820
+ wcwidth==0.2.13
821
+ weasel==0.3.4
822
+ webcolors==1.13
823
+ webencodings==0.5.1
824
+ websocket-client==1.7.0
825
+ websockets==12.0
826
+ werkzeug==3.0.1
827
+ wfdb==4.1.2
828
+ whatthepatch==1.0.5
829
+ wheel==0.42.0
830
+ widgetsnbextension==3.6.6
831
+ witwidget==1.8.1
832
+ woodwork==0.27.0
833
+ wordcloud==1.9.3
834
+ wordsegment==1.3.1
835
+ wrapt==1.14.1
836
+ wurlitzer==3.0.3
837
+ xarray-einstats==0.7.0
838
+ xarray==2024.1.0
839
+ xgboost==2.0.3
840
+ xvfbwrapper==0.2.9
841
+ xxhash==3.4.1
842
+ xyzservices==2023.10.1
843
+ y-py==0.6.2
844
+ yapf==0.40.2
845
+ yarl==1.9.3
846
+ ydata-profiling==4.6.4
847
+ yellowbrick==1.5
848
+ ypy-websocket==0.8.4
849
+ zict==3.0.0
850
+ zipp==3.17.0
851
+ zstandard==0.22.0
wandb/run-20240228_164728-a7eaa078/files/wandb-metadata.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "os": "Linux-5.15.133+-x86_64-with-glibc2.31",
3
+ "python": "3.10.13",
4
+ "heartbeatAt": "2024-02-28T16:47:28.837546",
5
+ "startedAt": "2024-02-28T16:47:28.210756",
6
+ "docker": null,
7
+ "cuda": null,
8
+ "args": [],
9
+ "state": "running",
10
+ "program": "kaggle.ipynb",
11
+ "codePathLocal": null,
12
+ "root": "/kaggle/working",
13
+ "host": "bafa38fbdbe9",
14
+ "username": "root",
15
+ "executable": "/opt/conda/bin/python3.10",
16
+ "cpu_count": 2,
17
+ "cpu_count_logical": 4,
18
+ "cpu_freq": {
19
+ "current": 2000.198,
20
+ "min": 0.0,
21
+ "max": 0.0
22
+ },
23
+ "cpu_freq_per_core": [
24
+ {
25
+ "current": 2000.198,
26
+ "min": 0.0,
27
+ "max": 0.0
28
+ },
29
+ {
30
+ "current": 2000.198,
31
+ "min": 0.0,
32
+ "max": 0.0
33
+ },
34
+ {
35
+ "current": 2000.198,
36
+ "min": 0.0,
37
+ "max": 0.0
38
+ },
39
+ {
40
+ "current": 2000.198,
41
+ "min": 0.0,
42
+ "max": 0.0
43
+ }
44
+ ],
45
+ "disk": {
46
+ "/": {
47
+ "total": 8062.387607574463,
48
+ "used": 5520.956398010254
49
+ }
50
+ },
51
+ "gpu": "Tesla T4",
52
+ "gpu_count": 2,
53
+ "gpu_devices": [
54
+ {
55
+ "name": "Tesla T4",
56
+ "memory_total": 16106127360
57
+ },
58
+ {
59
+ "name": "Tesla T4",
60
+ "memory_total": 16106127360
61
+ }
62
+ ],
63
+ "memory": {
64
+ "total": 31.357559204101562
65
+ }
66
+ }
wandb/run-20240228_164728-a7eaa078/files/wandb-summary.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval/loss": 0.4019007384777069, "eval/precision": 0.015045365797634087, "eval/recall": 0.49433962264150944, "eval/f1": 0.02920196165849309, "eval/accuracy": 0.98484914177253, "eval/f5": 0.05126532741977563, "eval/runtime": 32.0281, "eval/samples_per_second": 42.525, "eval/steps_per_second": 2.685, "train/epoch": 1.0, "train/global_step": 86, "_timestamp": 1709139046.9076068, "_runtime": 198.68461894989014, "_step": 1, "train/train_runtime": 198.7248, "train/train_samples_per_second": 27.4, "train/train_steps_per_second": 0.433, "train/total_flos": 711547623705600.0, "train/train_loss": 1.1518866073253542}
wandb/run-20240228_164728-a7eaa078/logs/debug-internal.log ADDED
@@ -0,0 +1,160 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-02-28 16:47:28,218 INFO StreamThr :175 [internal.py:wandb_internal():86] W&B internal server running at pid: 175, started at: 2024-02-28 16:47:28.218262
2
+ 2024-02-28 16:47:28,221 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status
3
+ 2024-02-28 16:47:28,517 INFO WriterThread:175 [datastore.py:open_for_write():87] open: /kaggle/working/wandb/run-20240228_164728-a7eaa078/run-a7eaa078.wandb
4
+ 2024-02-28 16:47:28,518 DEBUG SenderThread:175 [sender.py:send():382] send: header
5
+ 2024-02-28 16:47:28,520 DEBUG SenderThread:175 [sender.py:send():382] send: run
6
+ 2024-02-28 16:47:28,717 INFO SenderThread:175 [dir_watcher.py:__init__():211] watching files in: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files
7
+ 2024-02-28 16:47:28,718 INFO SenderThread:175 [sender.py:_start_run_threads():1136] run started: a7eaa078 with start time 1709138848.222988
8
+ 2024-02-28 16:47:28,726 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: check_version
9
+ 2024-02-28 16:47:28,726 DEBUG SenderThread:175 [sender.py:send_request():409] send_request: check_version
10
+ 2024-02-28 16:47:28,811 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: run_start
11
+ 2024-02-28 16:47:28,822 DEBUG HandlerThread:175 [system_info.py:__init__():27] System info init
12
+ 2024-02-28 16:47:28,822 DEBUG HandlerThread:175 [system_info.py:__init__():42] System info init done
13
+ 2024-02-28 16:47:28,822 INFO HandlerThread:175 [system_monitor.py:start():194] Starting system monitor
14
+ 2024-02-28 16:47:28,823 INFO SystemMonitor:175 [system_monitor.py:_start():158] Starting system asset monitoring threads
15
+ 2024-02-28 16:47:28,823 INFO HandlerThread:175 [system_monitor.py:probe():214] Collecting system info
16
+ 2024-02-28 16:47:28,823 INFO SystemMonitor:175 [interfaces.py:start():190] Started cpu monitoring
17
+ 2024-02-28 16:47:28,824 INFO SystemMonitor:175 [interfaces.py:start():190] Started disk monitoring
18
+ 2024-02-28 16:47:28,825 INFO SystemMonitor:175 [interfaces.py:start():190] Started gpu monitoring
19
+ 2024-02-28 16:47:28,825 INFO SystemMonitor:175 [interfaces.py:start():190] Started memory monitoring
20
+ 2024-02-28 16:47:28,828 INFO SystemMonitor:175 [interfaces.py:start():190] Started network monitoring
21
+ 2024-02-28 16:47:28,837 DEBUG HandlerThread:175 [system_info.py:probe():151] Probing system
22
+ 2024-02-28 16:47:28,839 DEBUG HandlerThread:175 [gitlib.py:_init_repo():56] git repository is invalid
23
+ 2024-02-28 16:47:28,839 DEBUG HandlerThread:175 [system_info.py:probe():199] Probing system done
24
+ 2024-02-28 16:47:28,839 DEBUG HandlerThread:175 [system_monitor.py:probe():223] {'os': 'Linux-5.15.133+-x86_64-with-glibc2.31', 'python': '3.10.13', 'heartbeatAt': '2024-02-28T16:47:28.837546', 'startedAt': '2024-02-28T16:47:28.210756', 'docker': None, 'cuda': None, 'args': (), 'state': 'running', 'program': 'kaggle.ipynb', 'codePathLocal': None, 'root': '/kaggle/working', 'host': 'bafa38fbdbe9', 'username': 'root', 'executable': '/opt/conda/bin/python3.10', 'cpu_count': 2, 'cpu_count_logical': 4, 'cpu_freq': {'current': 2000.198, 'min': 0.0, 'max': 0.0}, 'cpu_freq_per_core': [{'current': 2000.198, 'min': 0.0, 'max': 0.0}, {'current': 2000.198, 'min': 0.0, 'max': 0.0}, {'current': 2000.198, 'min': 0.0, 'max': 0.0}, {'current': 2000.198, 'min': 0.0, 'max': 0.0}], 'disk': {'/': {'total': 8062.387607574463, 'used': 5520.956398010254}}, 'gpu': 'Tesla T4', 'gpu_count': 2, 'gpu_devices': [{'name': 'Tesla T4', 'memory_total': 16106127360}, {'name': 'Tesla T4', 'memory_total': 16106127360}], 'memory': {'total': 31.357559204101562}}
25
+ 2024-02-28 16:47:28,839 INFO HandlerThread:175 [system_monitor.py:probe():224] Finished collecting system info
26
+ 2024-02-28 16:47:28,839 INFO HandlerThread:175 [system_monitor.py:probe():227] Publishing system info
27
+ 2024-02-28 16:47:28,839 DEBUG HandlerThread:175 [system_info.py:_save_conda():208] Saving list of conda packages installed into the current environment
28
+ 2024-02-28 16:47:29,719 INFO Thread-12 :175 [dir_watcher.py:_on_file_created():271] file/dir created: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/conda-environment.yaml
29
+ 2024-02-28 16:48:23,617 DEBUG HandlerThread:175 [system_info.py:_save_conda():220] Saving conda packages done
30
+ 2024-02-28 16:48:23,618 INFO HandlerThread:175 [system_monitor.py:probe():229] Finished publishing system info
31
+ 2024-02-28 16:48:23,632 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
32
+ 2024-02-28 16:48:23,632 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
33
+ 2024-02-28 16:48:23,633 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
34
+ 2024-02-28 16:48:23,633 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
35
+ 2024-02-28 16:48:23,633 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
36
+ 2024-02-28 16:48:23,633 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
37
+ 2024-02-28 16:48:23,633 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
38
+ 2024-02-28 16:48:23,634 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
39
+ 2024-02-28 16:48:23,634 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
40
+ 2024-02-28 16:48:23,634 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
41
+ 2024-02-28 16:48:23,634 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
42
+ 2024-02-28 16:48:23,634 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: python_packages
43
+ 2024-02-28 16:48:23,634 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: stop_status
44
+ 2024-02-28 16:48:23,635 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: internal_messages
45
+ 2024-02-28 16:48:23,635 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
46
+ 2024-02-28 16:48:23,635 DEBUG SenderThread:175 [sender.py:send_request():409] send_request: python_packages
47
+ 2024-02-28 16:48:23,635 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
48
+ 2024-02-28 16:48:23,637 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
49
+ 2024-02-28 16:48:23,637 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
50
+ 2024-02-28 16:48:23,638 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
51
+ 2024-02-28 16:48:23,638 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
52
+ 2024-02-28 16:48:23,638 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
53
+ 2024-02-28 16:48:23,638 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
54
+ 2024-02-28 16:48:23,638 DEBUG SenderThread:175 [sender.py:send():382] send: telemetry
55
+ 2024-02-28 16:48:23,639 DEBUG SenderThread:175 [sender.py:send_request():409] send_request: stop_status
56
+ 2024-02-28 16:48:23,695 DEBUG SenderThread:175 [sender.py:send():382] send: config
57
+ 2024-02-28 16:48:23,696 DEBUG SenderThread:175 [sender.py:send():382] send: metric
58
+ 2024-02-28 16:48:23,697 DEBUG SenderThread:175 [sender.py:send():382] send: telemetry
59
+ 2024-02-28 16:48:23,697 DEBUG SenderThread:175 [sender.py:send():382] send: metric
60
+ 2024-02-28 16:48:23,697 WARNING SenderThread:175 [sender.py:send_metric():1354] Seen metric with glob (shouldn't happen)
61
+ 2024-02-28 16:48:23,697 DEBUG SenderThread:175 [sender.py:send():382] send: telemetry
62
+ 2024-02-28 16:48:23,697 DEBUG SenderThread:175 [sender.py:send():382] send: files
63
+ 2024-02-28 16:48:23,697 INFO SenderThread:175 [sender.py:_save_file():1403] saving file wandb-metadata.json with policy now
64
+ 2024-02-28 16:48:23,734 INFO Thread-12 :175 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/conda-environment.yaml
65
+ 2024-02-28 16:48:23,734 INFO Thread-12 :175 [dir_watcher.py:_on_file_created():271] file/dir created: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/wandb-metadata.json
66
+ 2024-02-28 16:48:23,734 INFO Thread-12 :175 [dir_watcher.py:_on_file_created():271] file/dir created: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/requirements.txt
67
+ 2024-02-28 16:48:23,939 INFO wandb-upload_0:175 [upload_job.py:push():131] Uploaded file /tmp/tmpfgry5sqywandb/n1d5pray-wandb-metadata.json
68
+ 2024-02-28 16:48:24,698 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
69
+ 2024-02-28 16:48:24,856 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
70
+ 2024-02-28 16:48:28,828 DEBUG SystemMonitor:175 [system_monitor.py:_start():172] Starting system metrics aggregation loop
71
+ 2024-02-28 16:48:28,830 DEBUG SenderThread:175 [sender.py:send():382] send: stats
72
+ 2024-02-28 16:48:29,836 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
73
+ 2024-02-28 16:48:29,857 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
74
+ 2024-02-28 16:48:30,736 INFO Thread-12 :175 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/config.yaml
75
+ 2024-02-28 16:48:34,858 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
76
+ 2024-02-28 16:48:34,966 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
77
+ 2024-02-28 16:48:39,859 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
78
+ 2024-02-28 16:48:39,967 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
79
+ 2024-02-28 16:48:44,859 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
80
+ 2024-02-28 16:48:44,968 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
81
+ 2024-02-28 16:48:49,860 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
82
+ 2024-02-28 16:48:49,968 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
83
+ 2024-02-28 16:48:54,861 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
84
+ 2024-02-28 16:48:54,969 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
85
+ 2024-02-28 16:48:58,831 DEBUG SenderThread:175 [sender.py:send():382] send: stats
86
+ 2024-02-28 16:48:59,862 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
87
+ 2024-02-28 16:49:00,832 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
88
+ 2024-02-28 16:49:04,863 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
89
+ 2024-02-28 16:49:05,832 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
90
+ 2024-02-28 16:49:09,863 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
91
+ 2024-02-28 16:49:10,833 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
92
+ 2024-02-28 16:49:14,864 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
93
+ 2024-02-28 16:49:15,834 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
94
+ 2024-02-28 16:49:19,865 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
95
+ 2024-02-28 16:49:20,834 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
96
+ 2024-02-28 16:49:24,866 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
97
+ 2024-02-28 16:49:25,835 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
98
+ 2024-02-28 16:49:28,832 DEBUG SenderThread:175 [sender.py:send():382] send: stats
99
+ 2024-02-28 16:49:29,867 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
100
+ 2024-02-28 16:49:31,833 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
101
+ 2024-02-28 16:49:34,868 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
102
+ 2024-02-28 16:49:36,833 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
103
+ 2024-02-28 16:49:39,875 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
104
+ 2024-02-28 16:49:41,834 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
105
+ 2024-02-28 16:49:44,876 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
106
+ 2024-02-28 16:49:46,835 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
107
+ 2024-02-28 16:49:49,877 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
108
+ 2024-02-28 16:49:51,835 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
109
+ 2024-02-28 16:49:54,878 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
110
+ 2024-02-28 16:49:56,836 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
111
+ 2024-02-28 16:49:58,833 DEBUG SenderThread:175 [sender.py:send():382] send: stats
112
+ 2024-02-28 16:49:59,879 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
113
+ 2024-02-28 16:50:02,834 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
114
+ 2024-02-28 16:50:04,879 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
115
+ 2024-02-28 16:50:07,834 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
116
+ 2024-02-28 16:50:09,883 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
117
+ 2024-02-28 16:50:12,835 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
118
+ 2024-02-28 16:50:14,884 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
119
+ 2024-02-28 16:50:17,836 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
120
+ 2024-02-28 16:50:19,885 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
121
+ 2024-02-28 16:50:22,837 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
122
+ 2024-02-28 16:50:24,886 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
123
+ 2024-02-28 16:50:27,837 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
124
+ 2024-02-28 16:50:28,833 DEBUG SenderThread:175 [sender.py:send():382] send: stats
125
+ 2024-02-28 16:50:29,914 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
126
+ 2024-02-28 16:50:33,834 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
127
+ 2024-02-28 16:50:35,220 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
128
+ 2024-02-28 16:50:37,773 INFO Thread-12 :175 [dir_watcher.py:_on_file_created():271] file/dir created: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/output.log
129
+ 2024-02-28 16:50:39,441 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
130
+ 2024-02-28 16:50:39,774 INFO Thread-12 :175 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/output.log
131
+ 2024-02-28 16:50:40,252 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
132
+ 2024-02-28 16:50:44,442 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
133
+ 2024-02-28 16:50:45,208 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: partial_history
134
+ 2024-02-28 16:50:45,211 DEBUG SenderThread:175 [sender.py:send():382] send: metric
135
+ 2024-02-28 16:50:45,211 DEBUG SenderThread:175 [sender.py:send():382] send: metric
136
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
137
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
138
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
139
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
140
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
141
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
142
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
143
+ 2024-02-28 16:50:45,212 DEBUG SenderThread:175 [sender.py:send():382] send: metric
144
+ 2024-02-28 16:50:45,213 DEBUG SenderThread:175 [sender.py:send():382] send: history
145
+ 2024-02-28 16:50:45,213 DEBUG SenderThread:175 [sender.py:send_request():409] send_request: summary_record
146
+ 2024-02-28 16:50:45,213 INFO SenderThread:175 [sender.py:_save_file():1403] saving file wandb-summary.json with policy end
147
+ 2024-02-28 16:50:45,279 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
148
+ 2024-02-28 16:50:45,776 INFO Thread-12 :175 [dir_watcher.py:_on_file_created():271] file/dir created: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/wandb-summary.json
149
+ 2024-02-28 16:50:46,908 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: partial_history
150
+ 2024-02-28 16:50:46,910 DEBUG SenderThread:175 [sender.py:send():382] send: metric
151
+ 2024-02-28 16:50:46,910 DEBUG SenderThread:175 [sender.py:send():382] send: metric
152
+ 2024-02-28 16:50:46,910 DEBUG SenderThread:175 [sender.py:send():382] send: metric
153
+ 2024-02-28 16:50:46,910 DEBUG SenderThread:175 [sender.py:send():382] send: metric
154
+ 2024-02-28 16:50:46,910 DEBUG SenderThread:175 [sender.py:send():382] send: metric
155
+ 2024-02-28 16:50:46,910 DEBUG SenderThread:175 [sender.py:send():382] send: history
156
+ 2024-02-28 16:50:46,911 DEBUG SenderThread:175 [sender.py:send_request():409] send_request: summary_record
157
+ 2024-02-28 16:50:46,911 INFO SenderThread:175 [sender.py:_save_file():1403] saving file wandb-summary.json with policy end
158
+ 2024-02-28 16:50:47,776 INFO Thread-12 :175 [dir_watcher.py:_on_file_modified():288] file/dir modified: /kaggle/working/wandb/run-20240228_164728-a7eaa078/files/wandb-summary.json
159
+ 2024-02-28 16:50:49,912 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: status_report
160
+ 2024-02-28 16:50:50,299 DEBUG HandlerThread:175 [handler.py:handle_request():146] handle_request: keepalive
wandb/run-20240228_164728-a7eaa078/logs/debug.log ADDED
@@ -0,0 +1,31 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-02-28 16:47:28,212 INFO MainThread:34 [wandb_setup.py:_flush():76] Current SDK version is 0.16.2
2
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Configure stats pid to 34
3
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Loading settings from /root/.config/wandb/settings
4
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Loading settings from /kaggle/working/wandb/settings
5
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Loading settings from environment variables: {}
6
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Inferring run settings from compute environment: {'program': '<python with no main file>'}
7
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
8
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_setup.py:_flush():76] Applying login settings: {'api_key': '***REDACTED***'}
9
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_init.py:_log_setup():526] Logging user logs to /kaggle/working/wandb/run-20240228_164728-a7eaa078/logs/debug.log
10
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_init.py:_log_setup():527] Logging internal logs to /kaggle/working/wandb/run-20240228_164728-a7eaa078/logs/debug-internal.log
11
+ 2024-02-28 16:47:28,213 INFO MainThread:34 [wandb_init.py:_jupyter_setup():472] configuring jupyter hooks <wandb.sdk.wandb_init._WandbInit object at 0x7dc2c0a72d40>
12
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():566] calling init triggers
13
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():573] wandb.init called with sweep_config: {}
14
+ config: {}
15
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():616] starting backend
16
+ 2024-02-28 16:47:28,214 INFO MainThread:34 [wandb_init.py:init():620] setting up manager
17
+ 2024-02-28 16:47:28,216 INFO MainThread:34 [backend.py:_multiprocessing_setup():105] multiprocessing start_methods=fork,spawn,forkserver, using: spawn
18
+ 2024-02-28 16:47:28,222 INFO MainThread:34 [wandb_init.py:init():628] backend started and connected
19
+ 2024-02-28 16:47:28,233 INFO MainThread:34 [wandb_run.py:_label_probe_notebook():1294] probe notebook
20
+ 2024-02-28 16:47:28,517 INFO MainThread:34 [wandb_init.py:init():720] updated telemetry
21
+ 2024-02-28 16:47:28,520 INFO MainThread:34 [wandb_init.py:init():753] communicating run to backend with 90.0 second timeout
22
+ 2024-02-28 16:47:28,725 INFO MainThread:34 [wandb_run.py:_on_init():2254] communicating current version
23
+ 2024-02-28 16:47:28,806 INFO MainThread:34 [wandb_run.py:_on_init():2263] got version response upgrade_message: "wandb version 0.16.3 is available! To upgrade, please run:\n $ pip install wandb --upgrade"
24
+
25
+ 2024-02-28 16:47:28,806 INFO MainThread:34 [wandb_init.py:init():804] starting run threads in backend
26
+ 2024-02-28 16:47:58,841 INFO MainThread:34 [wandb_run.py:_console_start():2233] atexit reg
27
+ 2024-02-28 16:47:58,841 INFO MainThread:34 [wandb_run.py:_redirect():2088] redirect: wrap_raw
28
+ 2024-02-28 16:47:58,842 INFO MainThread:34 [wandb_run.py:_redirect():2153] Wrapping output streams.
29
+ 2024-02-28 16:47:58,842 INFO MainThread:34 [wandb_run.py:_redirect():2178] Redirects installed.
30
+ 2024-02-28 16:47:58,843 INFO MainThread:34 [wandb_init.py:init():847] run started, returning control to user process
31
+ 2024-02-28 16:47:58,851 INFO MainThread:34 [wandb_run.py:_config_callback():1342] config_cb None None {'vocab_size': 30522, 'max_position_embeddings': 512, 'sinusoidal_pos_embds': False, 'n_layers': 6, 'n_heads': 12, 'dim': 768, 'hidden_dim': 3072, 'dropout': 0.1, 'attention_dropout': 0.1, 'activation': 'gelu', 'initializer_range': 0.02, 'qa_dropout': 0.1, 'seq_classif_dropout': 0.2, 'return_dict': True, 'output_hidden_states': False, 'output_attentions': False, 'torchscript': False, 'torch_dtype': 'float32', 'use_bfloat16': False, 'tf_legacy_loss': False, 'pruned_heads': {}, 'tie_word_embeddings': True, 'chunk_size_feed_forward': 0, '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, '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': ['DistilBertForTokenClassification'], 'finetuning_task': None, 'id2label': {0: 'LABEL_0', 1: 'LABEL_1', 2: 'LABEL_2', 3: 'LABEL_3', 4: 'LABEL_4', 5: 'LABEL_5', 6: 'LABEL_6', 7: 'LABEL_7', 8: 'LABEL_8', 9: 'LABEL_9', 10: 'LABEL_10', 11: 'LABEL_11', 12: 'LABEL_12'}, 'label2id': {'LABEL_0': 0, 'LABEL_1': 1, 'LABEL_2': 2, 'LABEL_3': 3, 'LABEL_4': 4, 'LABEL_5': 5, 'LABEL_6': 6, 'LABEL_7': 7, 'LABEL_8': 8, 'LABEL_9': 9, 'LABEL_10': 10, 'LABEL_11': 11, 'LABEL_12': 12}, 'tokenizer_class': None, 'prefix': None, 'bos_token_id': None, 'pad_token_id': 0, 'eos_token_id': None, 'sep_token_id': None, 'decoder_start_token_id': None, 'task_specific_params': None, 'problem_type': None, '_name_or_path': 'malduwais/distilbert-base-uncased-finetuned-ner', 'transformers_version': '4.37.0', 'model_type': 'distilbert', 'tie_weights_': True, 'output_dir': '/kaggle/working', 'overwrite_output_dir': False, 'do_train': False, 'do_eval': True, 'do_predict': False, 'evaluation_strategy': 'epoch', 'prediction_loss_only': False, 'per_device_train_batch_size': 32, 'per_device_eval_batch_size': 8, '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': 1, '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/Feb28_16-47-23_bafa38fbdbe9', 'logging_strategy': 'steps', 'logging_first_step': False, 'logging_steps': 500, 'logging_nan_inf_filter': True, 'save_strategy': 'epoch', 'save_steps': 500, 'save_total_limit': None, 'save_safetensors': True, 'save_on_each_node': False, 'save_only_model': 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': False, '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': '/kaggle/working', 'disable_tqdm': False, 'remove_unused_columns': True, 'label_names': None, 'load_best_model_at_end': True, 'metric_for_best_model': 'loss', 'greater_is_better': False, 'ignore_data_skip': False, 'fsdp': [], 'fsdp_min_num_params': 0, 'fsdp_config': {'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': '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, '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, 'dispatch_batches': None, 'split_batches': False, 'include_tokens_per_second': False, 'include_num_input_tokens_seen': False, 'neftune_noise_alpha': None}
wandb/run-20240228_164728-a7eaa078/run-a7eaa078.wandb ADDED
Binary file (10.1 kB). View file