Training in progress, epoch 1
Browse files- model.safetensors +1 -1
- run-7/checkpoint-138/config.json +27 -0
- run-7/checkpoint-138/model.safetensors +3 -0
- run-7/checkpoint-138/optimizer.pt +3 -0
- run-7/checkpoint-138/rng_state.pth +3 -0
- run-7/checkpoint-138/scheduler.pt +3 -0
- run-7/checkpoint-138/special_tokens_map.json +7 -0
- run-7/checkpoint-138/tokenizer.json +0 -0
- run-7/checkpoint-138/tokenizer_config.json +55 -0
- run-7/checkpoint-138/trainer_state.json +65 -0
- run-7/checkpoint-138/training_args.bin +3 -0
- run-7/checkpoint-138/vocab.txt +0 -0
- run-7/checkpoint-184/config.json +27 -0
- run-7/checkpoint-184/model.safetensors +3 -0
- run-7/checkpoint-184/optimizer.pt +3 -0
- run-7/checkpoint-184/rng_state.pth +3 -0
- run-7/checkpoint-184/scheduler.pt +3 -0
- run-7/checkpoint-184/special_tokens_map.json +7 -0
- run-7/checkpoint-184/tokenizer.json +0 -0
- run-7/checkpoint-184/tokenizer_config.json +55 -0
- run-7/checkpoint-184/trainer_state.json +74 -0
- run-7/checkpoint-184/training_args.bin +3 -0
- run-7/checkpoint-184/vocab.txt +0 -0
- run-7/checkpoint-92/config.json +27 -0
- run-7/checkpoint-92/model.safetensors +3 -0
- run-7/checkpoint-92/optimizer.pt +3 -0
- run-7/checkpoint-92/rng_state.pth +3 -0
- run-7/checkpoint-92/scheduler.pt +3 -0
- run-7/checkpoint-92/special_tokens_map.json +7 -0
- run-7/checkpoint-92/tokenizer.json +0 -0
- run-7/checkpoint-92/tokenizer_config.json +55 -0
- run-7/checkpoint-92/trainer_state.json +56 -0
- run-7/checkpoint-92/training_args.bin +3 -0
- run-7/checkpoint-92/vocab.txt +0 -0
- run-8/checkpoint-23/config.json +27 -0
- run-8/checkpoint-23/model.safetensors +3 -0
- run-8/checkpoint-23/optimizer.pt +3 -0
- run-8/checkpoint-23/rng_state.pth +3 -0
- run-8/checkpoint-23/scheduler.pt +3 -0
- run-8/checkpoint-23/special_tokens_map.json +7 -0
- run-8/checkpoint-23/tokenizer.json +0 -0
- run-8/checkpoint-23/tokenizer_config.json +55 -0
- run-8/checkpoint-23/trainer_state.json +47 -0
- run-8/checkpoint-23/training_args.bin +3 -0
- run-8/checkpoint-23/vocab.txt +0 -0
- runs/Jul31_19-18-04_20e4e50bc3c6/events.out.tfevents.1722454518.20e4e50bc3c6.1187.8 +3 -0
- training_args.bin +1 -1
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 sha256:6588a2357df415dcc3ef976d1fb3adfc02ef97df4f1b07792cd5b7e8e9fb71a9
|
| 3 |
size 437958648
|
run-7/checkpoint-138/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-7/checkpoint-138/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6c03cdba8310fe7d38e78f90774f914509068335f94328343d8246ad578d255d
|
| 3 |
+
size 437958648
|
run-7/checkpoint-138/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5389fb63e4e1fcdb6e34e29e01caa3656cb4e13ea189588ed0660d58983de92f
|
| 3 |
+
size 876038394
|
run-7/checkpoint-138/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e92d8abbf9c05a4327b5b19dea76e57660e2bc0ba035c8e76c31ed5661276a9e
|
| 3 |
+
size 14308
|
run-7/checkpoint-138/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:624f6493d05a9cf2ad293c773700c7a78cdffd884d5c927ed38a04705707a916
|
| 3 |
+
size 1064
|
run-7/checkpoint-138/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-7/checkpoint-138/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-7/checkpoint-138/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-7/checkpoint-138/trainer_state.json
ADDED
|
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8305709023941068,
|
| 3 |
+
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-7/checkpoint-138",
|
| 4 |
+
"epoch": 3.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 138,
|
| 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": 0.7839165131982812,
|
| 14 |
+
"eval_loss": 0.44573765993118286,
|
| 15 |
+
"eval_runtime": 1.5248,
|
| 16 |
+
"eval_samples_per_second": 1068.356,
|
| 17 |
+
"eval_steps_per_second": 66.895,
|
| 18 |
+
"step": 46
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_accuracy": 0.8029465930018416,
|
| 23 |
+
"eval_loss": 0.4049816429615021,
|
| 24 |
+
"eval_runtime": 1.5307,
|
| 25 |
+
"eval_samples_per_second": 1064.206,
|
| 26 |
+
"eval_steps_per_second": 66.635,
|
| 27 |
+
"step": 92
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 3.0,
|
| 31 |
+
"eval_accuracy": 0.8305709023941068,
|
| 32 |
+
"eval_loss": 0.36977845430374146,
|
| 33 |
+
"eval_runtime": 1.5281,
|
| 34 |
+
"eval_samples_per_second": 1066.032,
|
| 35 |
+
"eval_steps_per_second": 66.75,
|
| 36 |
+
"step": 138
|
| 37 |
+
}
|
| 38 |
+
],
|
| 39 |
+
"logging_steps": 500,
|
| 40 |
+
"max_steps": 184,
|
| 41 |
+
"num_input_tokens_seen": 0,
|
| 42 |
+
"num_train_epochs": 4,
|
| 43 |
+
"save_steps": 500,
|
| 44 |
+
"stateful_callbacks": {
|
| 45 |
+
"TrainerControl": {
|
| 46 |
+
"args": {
|
| 47 |
+
"should_epoch_stop": false,
|
| 48 |
+
"should_evaluate": false,
|
| 49 |
+
"should_log": false,
|
| 50 |
+
"should_save": true,
|
| 51 |
+
"should_training_stop": false
|
| 52 |
+
},
|
| 53 |
+
"attributes": {}
|
| 54 |
+
}
|
| 55 |
+
},
|
| 56 |
+
"total_flos": 0,
|
| 57 |
+
"train_batch_size": 32,
|
| 58 |
+
"trial_name": null,
|
| 59 |
+
"trial_params": {
|
| 60 |
+
"learning_rate": 2.448709525953929e-05,
|
| 61 |
+
"num_train_epochs": 4,
|
| 62 |
+
"per_device_train_batch_size": 32,
|
| 63 |
+
"seed": 21
|
| 64 |
+
}
|
| 65 |
+
}
|
run-7/checkpoint-138/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7783b64377581c270d4bf6ae57189eb09386ad289a71203380cd72e257c9a682
|
| 3 |
+
size 5176
|
run-7/checkpoint-138/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-7/checkpoint-184/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-7/checkpoint-184/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:770348fd8b1253de5a479d14ddd4bb1ce3bc917fb881aeb0c9e189cd214d6466
|
| 3 |
+
size 437958648
|
run-7/checkpoint-184/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7063058cd8d58576dd8cbe5348e8de13dfc195c4b9eacfc23d9a916dd1c4dc0b
|
| 3 |
+
size 876038394
|
run-7/checkpoint-184/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ca8bb9bde246d02b70bda4a225a6ccdb5bed7324dacfc3ed50db070926cf9c87
|
| 3 |
+
size 14308
|
run-7/checkpoint-184/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:83f7bc4fa9d630ccd56f888d0b282720d75d1e8d643c566818be703b8e6de47b
|
| 3 |
+
size 1064
|
run-7/checkpoint-184/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-7/checkpoint-184/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-7/checkpoint-184/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-7/checkpoint-184/trainer_state.json
ADDED
|
@@ -0,0 +1,74 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8367096378146102,
|
| 3 |
+
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-7/checkpoint-184",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 184,
|
| 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": 0.7839165131982812,
|
| 14 |
+
"eval_loss": 0.44573765993118286,
|
| 15 |
+
"eval_runtime": 1.5248,
|
| 16 |
+
"eval_samples_per_second": 1068.356,
|
| 17 |
+
"eval_steps_per_second": 66.895,
|
| 18 |
+
"step": 46
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_accuracy": 0.8029465930018416,
|
| 23 |
+
"eval_loss": 0.4049816429615021,
|
| 24 |
+
"eval_runtime": 1.5307,
|
| 25 |
+
"eval_samples_per_second": 1064.206,
|
| 26 |
+
"eval_steps_per_second": 66.635,
|
| 27 |
+
"step": 92
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 3.0,
|
| 31 |
+
"eval_accuracy": 0.8305709023941068,
|
| 32 |
+
"eval_loss": 0.36977845430374146,
|
| 33 |
+
"eval_runtime": 1.5281,
|
| 34 |
+
"eval_samples_per_second": 1066.032,
|
| 35 |
+
"eval_steps_per_second": 66.75,
|
| 36 |
+
"step": 138
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 4.0,
|
| 40 |
+
"eval_accuracy": 0.8367096378146102,
|
| 41 |
+
"eval_loss": 0.38024526834487915,
|
| 42 |
+
"eval_runtime": 1.5933,
|
| 43 |
+
"eval_samples_per_second": 1022.426,
|
| 44 |
+
"eval_steps_per_second": 64.019,
|
| 45 |
+
"step": 184
|
| 46 |
+
}
|
| 47 |
+
],
|
| 48 |
+
"logging_steps": 500,
|
| 49 |
+
"max_steps": 184,
|
| 50 |
+
"num_input_tokens_seen": 0,
|
| 51 |
+
"num_train_epochs": 4,
|
| 52 |
+
"save_steps": 500,
|
| 53 |
+
"stateful_callbacks": {
|
| 54 |
+
"TrainerControl": {
|
| 55 |
+
"args": {
|
| 56 |
+
"should_epoch_stop": false,
|
| 57 |
+
"should_evaluate": false,
|
| 58 |
+
"should_log": false,
|
| 59 |
+
"should_save": true,
|
| 60 |
+
"should_training_stop": true
|
| 61 |
+
},
|
| 62 |
+
"attributes": {}
|
| 63 |
+
}
|
| 64 |
+
},
|
| 65 |
+
"total_flos": 0,
|
| 66 |
+
"train_batch_size": 32,
|
| 67 |
+
"trial_name": null,
|
| 68 |
+
"trial_params": {
|
| 69 |
+
"learning_rate": 2.448709525953929e-05,
|
| 70 |
+
"num_train_epochs": 4,
|
| 71 |
+
"per_device_train_batch_size": 32,
|
| 72 |
+
"seed": 21
|
| 73 |
+
}
|
| 74 |
+
}
|
run-7/checkpoint-184/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7783b64377581c270d4bf6ae57189eb09386ad289a71203380cd72e257c9a682
|
| 3 |
+
size 5176
|
run-7/checkpoint-184/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-7/checkpoint-92/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-7/checkpoint-92/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1e820a69d708af1b163298601b6a015ef1fe7e43e75099e76b9680dc69df233c
|
| 3 |
+
size 437958648
|
run-7/checkpoint-92/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:309dd6e149e24d690e528e2696f84c13c924e62fa61de9f063306cc5a7925887
|
| 3 |
+
size 876038394
|
run-7/checkpoint-92/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:67f6e9481a4cbdf07df84c22c30ba3af9a25280ea47bb2a29404522a4f77a094
|
| 3 |
+
size 14308
|
run-7/checkpoint-92/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5e565ea7fd8ef44eb7e399442146e38783a3382cae80d064113801df9dfdf5ff
|
| 3 |
+
size 1064
|
run-7/checkpoint-92/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-7/checkpoint-92/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-7/checkpoint-92/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-7/checkpoint-92/trainer_state.json
ADDED
|
@@ -0,0 +1,56 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8029465930018416,
|
| 3 |
+
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-7/checkpoint-92",
|
| 4 |
+
"epoch": 2.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 92,
|
| 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": 0.7839165131982812,
|
| 14 |
+
"eval_loss": 0.44573765993118286,
|
| 15 |
+
"eval_runtime": 1.5248,
|
| 16 |
+
"eval_samples_per_second": 1068.356,
|
| 17 |
+
"eval_steps_per_second": 66.895,
|
| 18 |
+
"step": 46
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_accuracy": 0.8029465930018416,
|
| 23 |
+
"eval_loss": 0.4049816429615021,
|
| 24 |
+
"eval_runtime": 1.5307,
|
| 25 |
+
"eval_samples_per_second": 1064.206,
|
| 26 |
+
"eval_steps_per_second": 66.635,
|
| 27 |
+
"step": 92
|
| 28 |
+
}
|
| 29 |
+
],
|
| 30 |
+
"logging_steps": 500,
|
| 31 |
+
"max_steps": 184,
|
| 32 |
+
"num_input_tokens_seen": 0,
|
| 33 |
+
"num_train_epochs": 4,
|
| 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": 32,
|
| 49 |
+
"trial_name": null,
|
| 50 |
+
"trial_params": {
|
| 51 |
+
"learning_rate": 2.448709525953929e-05,
|
| 52 |
+
"num_train_epochs": 4,
|
| 53 |
+
"per_device_train_batch_size": 32,
|
| 54 |
+
"seed": 21
|
| 55 |
+
}
|
| 56 |
+
}
|
run-7/checkpoint-92/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7783b64377581c270d4bf6ae57189eb09386ad289a71203380cd72e257c9a682
|
| 3 |
+
size 5176
|
run-7/checkpoint-92/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-8/checkpoint-23/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-8/checkpoint-23/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6588a2357df415dcc3ef976d1fb3adfc02ef97df4f1b07792cd5b7e8e9fb71a9
|
| 3 |
+
size 437958648
|
run-8/checkpoint-23/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4c933e381d950205d84d856167dbb87e943394cd97051414df41ce88f47fae07
|
| 3 |
+
size 876038394
|
run-8/checkpoint-23/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:88a4be0b87d03d8e7b1b11941aa7437043f1a2d3708f55bc36ef304de36d452f
|
| 3 |
+
size 14244
|
run-8/checkpoint-23/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1db4c97439609a5d811ef1e8b014882ad2206f1e09045c7004a7696f68284c57
|
| 3 |
+
size 1064
|
run-8/checkpoint-23/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-8/checkpoint-23/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-8/checkpoint-23/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-8/checkpoint-23/trainer_state.json
ADDED
|
@@ -0,0 +1,47 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.5316144874155924,
|
| 3 |
+
"best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-8/checkpoint-23",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 23,
|
| 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": 0.5316144874155924,
|
| 14 |
+
"eval_loss": 0.6888889074325562,
|
| 15 |
+
"eval_runtime": 1.5784,
|
| 16 |
+
"eval_samples_per_second": 1032.038,
|
| 17 |
+
"eval_steps_per_second": 64.621,
|
| 18 |
+
"step": 23
|
| 19 |
+
}
|
| 20 |
+
],
|
| 21 |
+
"logging_steps": 500,
|
| 22 |
+
"max_steps": 23,
|
| 23 |
+
"num_input_tokens_seen": 0,
|
| 24 |
+
"num_train_epochs": 1,
|
| 25 |
+
"save_steps": 500,
|
| 26 |
+
"stateful_callbacks": {
|
| 27 |
+
"TrainerControl": {
|
| 28 |
+
"args": {
|
| 29 |
+
"should_epoch_stop": false,
|
| 30 |
+
"should_evaluate": false,
|
| 31 |
+
"should_log": false,
|
| 32 |
+
"should_save": true,
|
| 33 |
+
"should_training_stop": true
|
| 34 |
+
},
|
| 35 |
+
"attributes": {}
|
| 36 |
+
}
|
| 37 |
+
},
|
| 38 |
+
"total_flos": 0,
|
| 39 |
+
"train_batch_size": 64,
|
| 40 |
+
"trial_name": null,
|
| 41 |
+
"trial_params": {
|
| 42 |
+
"learning_rate": 1.1397100287419585e-06,
|
| 43 |
+
"num_train_epochs": 1,
|
| 44 |
+
"per_device_train_batch_size": 64,
|
| 45 |
+
"seed": 40
|
| 46 |
+
}
|
| 47 |
+
}
|
run-8/checkpoint-23/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:59777785a6c43276a6a0ab6419526423ade74aa5dec614892e554b03205be9c8
|
| 3 |
+
size 5176
|
run-8/checkpoint-23/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.1722454518.20e4e50bc3c6.1187.8
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d2a880b42f9486c65c88387433ea47a9f12c99999566db3cfe2f41b79f53e281
|
| 3 |
+
size 5592
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 5176
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:59777785a6c43276a6a0ab6419526423ade74aa5dec614892e554b03205be9c8
|
| 3 |
size 5176
|