Training in progress, epoch 4
Browse files- model.safetensors +1 -1
- run-0/checkpoint-368/config.json +27 -0
- run-0/checkpoint-368/model.safetensors +3 -0
- run-0/checkpoint-368/optimizer.pt +3 -0
- run-0/checkpoint-368/rng_state.pth +3 -0
- run-0/checkpoint-368/scheduler.pt +3 -0
- run-0/checkpoint-368/special_tokens_map.json +7 -0
- run-0/checkpoint-368/tokenizer.json +0 -0
- run-0/checkpoint-368/tokenizer_config.json +55 -0
- run-0/checkpoint-368/trainer_state.json +56 -0
- run-0/checkpoint-368/training_args.bin +3 -0
- run-0/checkpoint-368/vocab.txt +0 -0
- run-0/checkpoint-552/config.json +27 -0
- run-0/checkpoint-552/model.safetensors +3 -0
- run-0/checkpoint-552/optimizer.pt +3 -0
- run-0/checkpoint-552/rng_state.pth +3 -0
- run-0/checkpoint-552/scheduler.pt +3 -0
- run-0/checkpoint-552/special_tokens_map.json +7 -0
- run-0/checkpoint-552/tokenizer.json +0 -0
- run-0/checkpoint-552/tokenizer_config.json +55 -0
- run-0/checkpoint-552/trainer_state.json +72 -0
- run-0/checkpoint-552/training_args.bin +3 -0
- run-0/checkpoint-552/vocab.txt +0 -0
- run-0/checkpoint-736/config.json +27 -0
- run-0/checkpoint-736/model.safetensors +3 -0
- run-0/checkpoint-736/optimizer.pt +3 -0
- run-0/checkpoint-736/rng_state.pth +3 -0
- run-0/checkpoint-736/scheduler.pt +3 -0
- run-0/checkpoint-736/special_tokens_map.json +7 -0
- run-0/checkpoint-736/tokenizer.json +0 -0
- run-0/checkpoint-736/tokenizer_config.json +55 -0
- run-0/checkpoint-736/trainer_state.json +81 -0
- run-0/checkpoint-736/training_args.bin +3 -0
- run-0/checkpoint-736/vocab.txt +0 -0
- runs/Jul31_19-18-04_20e4e50bc3c6/events.out.tfevents.1722453492.20e4e50bc3c6.1187.0 +2 -2
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 437958648
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b086d7f0cad5d7ac8b3ca97fb34babdfe6f393964f3cf519bcc614dcd789220
|
| 3 |
size 437958648
|
run-0/checkpoint-368/config.json
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google-bert/bert-base-uncased",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"initializer_range": 0.02,
|
| 13 |
+
"intermediate_size": 3072,
|
| 14 |
+
"layer_norm_eps": 1e-12,
|
| 15 |
+
"max_position_embeddings": 512,
|
| 16 |
+
"model_type": "bert",
|
| 17 |
+
"num_attention_heads": 12,
|
| 18 |
+
"num_hidden_layers": 12,
|
| 19 |
+
"pad_token_id": 0,
|
| 20 |
+
"position_embedding_type": "absolute",
|
| 21 |
+
"problem_type": "single_label_classification",
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.42.4",
|
| 24 |
+
"type_vocab_size": 2,
|
| 25 |
+
"use_cache": true,
|
| 26 |
+
"vocab_size": 30522
|
| 27 |
+
}
|
run-0/checkpoint-368/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d493c7dff9a026dff5037d7f0a1eaaaf0ee5102c2f38c1ef9bb514751f0995e3
|
| 3 |
+
size 437958648
|
run-0/checkpoint-368/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a82ce2e2b7cacb020cc47c11cf1560360b0c47260e27b73cdc7191af30a7b99a
|
| 3 |
+
size 876038394
|
run-0/checkpoint-368/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:70af5e045d7cbe28964e239267861b2225b9d1ab64934c6b89ff05eb83cfc5ad
|
| 3 |
+
size 14244
|
run-0/checkpoint-368/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a89c60f2ca7a16ed042b9965f9f5d84676cac03e58bd2e44bfd3736fd632c3af
|
| 3 |
+
size 1064
|
run-0/checkpoint-368/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
run-0/checkpoint-368/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-368/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "BertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-0/checkpoint-368/trainer_state.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8465316144874155,
|
| 3 |
+
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-0/checkpoint-368",
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 368,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_accuracy": 0.7925107427869859,
|
| 14 |
+
"eval_loss": 0.46051156520843506,
|
| 15 |
+
"eval_runtime": 1.5937,
|
| 16 |
+
"eval_samples_per_second": 1022.13,
|
| 17 |
+
"eval_steps_per_second": 64.001,
|
| 18 |
+
"step": 184
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_accuracy": 0.8465316144874155,
|
| 23 |
+
"eval_loss": 0.43229982256889343,
|
| 24 |
+
"eval_runtime": 1.6666,
|
| 25 |
+
"eval_samples_per_second": 977.463,
|
| 26 |
+
"eval_steps_per_second": 61.204,
|
| 27 |
+
"step": 368
|
| 28 |
+
}
|
| 29 |
+
],
|
| 30 |
+
"logging_steps": 500,
|
| 31 |
+
"max_steps": 920,
|
| 32 |
+
"num_input_tokens_seen": 0,
|
| 33 |
+
"num_train_epochs": 5,
|
| 34 |
+
"save_steps": 500,
|
| 35 |
+
"stateful_callbacks": {
|
| 36 |
+
"TrainerControl": {
|
| 37 |
+
"args": {
|
| 38 |
+
"should_epoch_stop": false,
|
| 39 |
+
"should_evaluate": false,
|
| 40 |
+
"should_log": false,
|
| 41 |
+
"should_save": true,
|
| 42 |
+
"should_training_stop": false
|
| 43 |
+
},
|
| 44 |
+
"attributes": {}
|
| 45 |
+
}
|
| 46 |
+
},
|
| 47 |
+
"total_flos": 0,
|
| 48 |
+
"train_batch_size": 8,
|
| 49 |
+
"trial_name": null,
|
| 50 |
+
"trial_params": {
|
| 51 |
+
"learning_rate": 1.555774125514245e-05,
|
| 52 |
+
"num_train_epochs": 5,
|
| 53 |
+
"per_device_train_batch_size": 8,
|
| 54 |
+
"seed": 16
|
| 55 |
+
}
|
| 56 |
+
}
|
run-0/checkpoint-368/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:efee40aa6ef16f75d0bab59bc4883188b1ff229c2801a9c84957d4b3eadd3426
|
| 3 |
+
size 5176
|
run-0/checkpoint-368/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-552/config.json
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google-bert/bert-base-uncased",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"initializer_range": 0.02,
|
| 13 |
+
"intermediate_size": 3072,
|
| 14 |
+
"layer_norm_eps": 1e-12,
|
| 15 |
+
"max_position_embeddings": 512,
|
| 16 |
+
"model_type": "bert",
|
| 17 |
+
"num_attention_heads": 12,
|
| 18 |
+
"num_hidden_layers": 12,
|
| 19 |
+
"pad_token_id": 0,
|
| 20 |
+
"position_embedding_type": "absolute",
|
| 21 |
+
"problem_type": "single_label_classification",
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.42.4",
|
| 24 |
+
"type_vocab_size": 2,
|
| 25 |
+
"use_cache": true,
|
| 26 |
+
"vocab_size": 30522
|
| 27 |
+
}
|
run-0/checkpoint-552/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b7b77bbb7e1df0dc5a48f8a406a7b0e1145391ec84fae6e1e6a8795ce73c58ed
|
| 3 |
+
size 437958648
|
run-0/checkpoint-552/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:62312ef3c09a91483ac2d197c8f5f20839ba487621389b2d93c6b6d0e752061a
|
| 3 |
+
size 876038394
|
run-0/checkpoint-552/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:619620f0cd63f475f31cadad465dc60d440a2f8b2a371d893b1ed395348c6899
|
| 3 |
+
size 14244
|
run-0/checkpoint-552/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d9a32d9e6a3ae75c5f3bdf9d23aa7eb9cb5d2269791dcef101e28b852644e9d0
|
| 3 |
+
size 1064
|
run-0/checkpoint-552/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
run-0/checkpoint-552/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-552/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "BertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-0/checkpoint-552/trainer_state.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8465316144874155,
|
| 3 |
+
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-0/checkpoint-368",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 552,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_accuracy": 0.7925107427869859,
|
| 14 |
+
"eval_loss": 0.46051156520843506,
|
| 15 |
+
"eval_runtime": 1.5937,
|
| 16 |
+
"eval_samples_per_second": 1022.13,
|
| 17 |
+
"eval_steps_per_second": 64.001,
|
| 18 |
+
"step": 184
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_accuracy": 0.8465316144874155,
|
| 23 |
+
"eval_loss": 0.43229982256889343,
|
| 24 |
+
"eval_runtime": 1.6666,
|
| 25 |
+
"eval_samples_per_second": 977.463,
|
| 26 |
+
"eval_steps_per_second": 61.204,
|
| 27 |
+
"step": 368
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 2.717391304347826,
|
| 31 |
+
"grad_norm": 0.23171758651733398,
|
| 32 |
+
"learning_rate": 7.102447094738944e-06,
|
| 33 |
+
"loss": 0.3446,
|
| 34 |
+
"step": 500
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"epoch": 3.0,
|
| 38 |
+
"eval_accuracy": 0.8397790055248618,
|
| 39 |
+
"eval_loss": 0.6237844824790955,
|
| 40 |
+
"eval_runtime": 1.5569,
|
| 41 |
+
"eval_samples_per_second": 1046.301,
|
| 42 |
+
"eval_steps_per_second": 65.514,
|
| 43 |
+
"step": 552
|
| 44 |
+
}
|
| 45 |
+
],
|
| 46 |
+
"logging_steps": 500,
|
| 47 |
+
"max_steps": 920,
|
| 48 |
+
"num_input_tokens_seen": 0,
|
| 49 |
+
"num_train_epochs": 5,
|
| 50 |
+
"save_steps": 500,
|
| 51 |
+
"stateful_callbacks": {
|
| 52 |
+
"TrainerControl": {
|
| 53 |
+
"args": {
|
| 54 |
+
"should_epoch_stop": false,
|
| 55 |
+
"should_evaluate": false,
|
| 56 |
+
"should_log": false,
|
| 57 |
+
"should_save": true,
|
| 58 |
+
"should_training_stop": false
|
| 59 |
+
},
|
| 60 |
+
"attributes": {}
|
| 61 |
+
}
|
| 62 |
+
},
|
| 63 |
+
"total_flos": 91478369505360.0,
|
| 64 |
+
"train_batch_size": 8,
|
| 65 |
+
"trial_name": null,
|
| 66 |
+
"trial_params": {
|
| 67 |
+
"learning_rate": 1.555774125514245e-05,
|
| 68 |
+
"num_train_epochs": 5,
|
| 69 |
+
"per_device_train_batch_size": 8,
|
| 70 |
+
"seed": 16
|
| 71 |
+
}
|
| 72 |
+
}
|
run-0/checkpoint-552/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:efee40aa6ef16f75d0bab59bc4883188b1ff229c2801a9c84957d4b3eadd3426
|
| 3 |
+
size 5176
|
run-0/checkpoint-552/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-736/config.json
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google-bert/bert-base-uncased",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"gradient_checkpointing": false,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.1,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"initializer_range": 0.02,
|
| 13 |
+
"intermediate_size": 3072,
|
| 14 |
+
"layer_norm_eps": 1e-12,
|
| 15 |
+
"max_position_embeddings": 512,
|
| 16 |
+
"model_type": "bert",
|
| 17 |
+
"num_attention_heads": 12,
|
| 18 |
+
"num_hidden_layers": 12,
|
| 19 |
+
"pad_token_id": 0,
|
| 20 |
+
"position_embedding_type": "absolute",
|
| 21 |
+
"problem_type": "single_label_classification",
|
| 22 |
+
"torch_dtype": "float32",
|
| 23 |
+
"transformers_version": "4.42.4",
|
| 24 |
+
"type_vocab_size": 2,
|
| 25 |
+
"use_cache": true,
|
| 26 |
+
"vocab_size": 30522
|
| 27 |
+
}
|
run-0/checkpoint-736/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1b086d7f0cad5d7ac8b3ca97fb34babdfe6f393964f3cf519bcc614dcd789220
|
| 3 |
+
size 437958648
|
run-0/checkpoint-736/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6f4600d613016d067c04f992f485e9f11515625ca4ade292f7428ecd1b6cb54d
|
| 3 |
+
size 876038394
|
run-0/checkpoint-736/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9a274b481f3952e1a88154b4b298f31bc77d8c11b2f34c327c4293901cfb8947
|
| 3 |
+
size 14244
|
run-0/checkpoint-736/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:046271b35351f5d36bebed49e5d44c0ca13b08fc5cc09925b2e0d79afa927909
|
| 3 |
+
size 1064
|
run-0/checkpoint-736/special_tokens_map.json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "[CLS]",
|
| 3 |
+
"mask_token": "[MASK]",
|
| 4 |
+
"pad_token": "[PAD]",
|
| 5 |
+
"sep_token": "[SEP]",
|
| 6 |
+
"unk_token": "[UNK]"
|
| 7 |
+
}
|
run-0/checkpoint-736/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-0/checkpoint-736/tokenizer_config.json
ADDED
|
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"added_tokens_decoder": {
|
| 3 |
+
"0": {
|
| 4 |
+
"content": "[PAD]",
|
| 5 |
+
"lstrip": false,
|
| 6 |
+
"normalized": false,
|
| 7 |
+
"rstrip": false,
|
| 8 |
+
"single_word": false,
|
| 9 |
+
"special": true
|
| 10 |
+
},
|
| 11 |
+
"100": {
|
| 12 |
+
"content": "[UNK]",
|
| 13 |
+
"lstrip": false,
|
| 14 |
+
"normalized": false,
|
| 15 |
+
"rstrip": false,
|
| 16 |
+
"single_word": false,
|
| 17 |
+
"special": true
|
| 18 |
+
},
|
| 19 |
+
"101": {
|
| 20 |
+
"content": "[CLS]",
|
| 21 |
+
"lstrip": false,
|
| 22 |
+
"normalized": false,
|
| 23 |
+
"rstrip": false,
|
| 24 |
+
"single_word": false,
|
| 25 |
+
"special": true
|
| 26 |
+
},
|
| 27 |
+
"102": {
|
| 28 |
+
"content": "[SEP]",
|
| 29 |
+
"lstrip": false,
|
| 30 |
+
"normalized": false,
|
| 31 |
+
"rstrip": false,
|
| 32 |
+
"single_word": false,
|
| 33 |
+
"special": true
|
| 34 |
+
},
|
| 35 |
+
"103": {
|
| 36 |
+
"content": "[MASK]",
|
| 37 |
+
"lstrip": false,
|
| 38 |
+
"normalized": false,
|
| 39 |
+
"rstrip": false,
|
| 40 |
+
"single_word": false,
|
| 41 |
+
"special": true
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
"clean_up_tokenization_spaces": true,
|
| 45 |
+
"cls_token": "[CLS]",
|
| 46 |
+
"do_lower_case": true,
|
| 47 |
+
"mask_token": "[MASK]",
|
| 48 |
+
"model_max_length": 512,
|
| 49 |
+
"pad_token": "[PAD]",
|
| 50 |
+
"sep_token": "[SEP]",
|
| 51 |
+
"strip_accents": null,
|
| 52 |
+
"tokenize_chinese_chars": true,
|
| 53 |
+
"tokenizer_class": "BertTokenizer",
|
| 54 |
+
"unk_token": "[UNK]"
|
| 55 |
+
}
|
run-0/checkpoint-736/trainer_state.json
ADDED
|
@@ -0,0 +1,81 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8594229588704727,
|
| 3 |
+
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-0/checkpoint-736",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 736,
|
| 7 |
+
"is_hyper_param_search": true,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_accuracy": 0.7925107427869859,
|
| 14 |
+
"eval_loss": 0.46051156520843506,
|
| 15 |
+
"eval_runtime": 1.5937,
|
| 16 |
+
"eval_samples_per_second": 1022.13,
|
| 17 |
+
"eval_steps_per_second": 64.001,
|
| 18 |
+
"step": 184
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_accuracy": 0.8465316144874155,
|
| 23 |
+
"eval_loss": 0.43229982256889343,
|
| 24 |
+
"eval_runtime": 1.6666,
|
| 25 |
+
"eval_samples_per_second": 977.463,
|
| 26 |
+
"eval_steps_per_second": 61.204,
|
| 27 |
+
"step": 368
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 2.717391304347826,
|
| 31 |
+
"grad_norm": 0.23171758651733398,
|
| 32 |
+
"learning_rate": 7.102447094738944e-06,
|
| 33 |
+
"loss": 0.3446,
|
| 34 |
+
"step": 500
|
| 35 |
+
},
|
| 36 |
+
{
|
| 37 |
+
"epoch": 3.0,
|
| 38 |
+
"eval_accuracy": 0.8397790055248618,
|
| 39 |
+
"eval_loss": 0.6237844824790955,
|
| 40 |
+
"eval_runtime": 1.5569,
|
| 41 |
+
"eval_samples_per_second": 1046.301,
|
| 42 |
+
"eval_steps_per_second": 65.514,
|
| 43 |
+
"step": 552
|
| 44 |
+
},
|
| 45 |
+
{
|
| 46 |
+
"epoch": 4.0,
|
| 47 |
+
"eval_accuracy": 0.8594229588704727,
|
| 48 |
+
"eval_loss": 0.6028990745544434,
|
| 49 |
+
"eval_runtime": 1.5442,
|
| 50 |
+
"eval_samples_per_second": 1054.886,
|
| 51 |
+
"eval_steps_per_second": 66.052,
|
| 52 |
+
"step": 736
|
| 53 |
+
}
|
| 54 |
+
],
|
| 55 |
+
"logging_steps": 500,
|
| 56 |
+
"max_steps": 920,
|
| 57 |
+
"num_input_tokens_seen": 0,
|
| 58 |
+
"num_train_epochs": 5,
|
| 59 |
+
"save_steps": 500,
|
| 60 |
+
"stateful_callbacks": {
|
| 61 |
+
"TrainerControl": {
|
| 62 |
+
"args": {
|
| 63 |
+
"should_epoch_stop": false,
|
| 64 |
+
"should_evaluate": false,
|
| 65 |
+
"should_log": false,
|
| 66 |
+
"should_save": true,
|
| 67 |
+
"should_training_stop": false
|
| 68 |
+
},
|
| 69 |
+
"attributes": {}
|
| 70 |
+
}
|
| 71 |
+
},
|
| 72 |
+
"total_flos": 91478369505360.0,
|
| 73 |
+
"train_batch_size": 8,
|
| 74 |
+
"trial_name": null,
|
| 75 |
+
"trial_params": {
|
| 76 |
+
"learning_rate": 1.555774125514245e-05,
|
| 77 |
+
"num_train_epochs": 5,
|
| 78 |
+
"per_device_train_batch_size": 8,
|
| 79 |
+
"seed": 16
|
| 80 |
+
}
|
| 81 |
+
}
|
run-0/checkpoint-736/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:efee40aa6ef16f75d0bab59bc4883188b1ff229c2801a9c84957d4b3eadd3426
|
| 3 |
+
size 5176
|
run-0/checkpoint-736/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
runs/Jul31_19-18-04_20e4e50bc3c6/events.out.tfevents.1722453492.20e4e50bc3c6.1187.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:9c29cc803de37264d7a8715e700c1dec1b733f452899249b08affcba0697f785
|
| 3 |
+
size 7105
|