Training in progress, epoch 1
Browse files- logs/events.out.tfevents.1699908113.b18f42e49ba4.3021.13 +2 -2
- logs/events.out.tfevents.1699908581.b18f42e49ba4.3021.14 +3 -0
- model.safetensors +1 -1
- run-12/checkpoint-2635/config.json +34 -0
- run-12/checkpoint-2635/model.safetensors +3 -0
- run-12/checkpoint-2635/optimizer.pt +3 -0
- run-12/checkpoint-2635/rng_state.pth +3 -0
- run-12/checkpoint-2635/scheduler.pt +3 -0
- run-12/checkpoint-2635/special_tokens_map.json +7 -0
- run-12/checkpoint-2635/tokenizer.json +0 -0
- run-12/checkpoint-2635/tokenizer_config.json +57 -0
- run-12/checkpoint-2635/trainer_state.json +99 -0
- run-12/checkpoint-2635/training_args.bin +3 -0
- run-12/checkpoint-2635/vocab.txt +0 -0
- run-12/checkpoint-3162/config.json +34 -0
- run-12/checkpoint-3162/model.safetensors +3 -0
- run-12/checkpoint-3162/optimizer.pt +3 -0
- run-12/checkpoint-3162/rng_state.pth +3 -0
- run-12/checkpoint-3162/scheduler.pt +3 -0
- run-12/checkpoint-3162/special_tokens_map.json +7 -0
- run-12/checkpoint-3162/tokenizer.json +0 -0
- run-12/checkpoint-3162/tokenizer_config.json +57 -0
- run-12/checkpoint-3162/trainer_state.json +114 -0
- run-12/checkpoint-3162/training_args.bin +3 -0
- run-12/checkpoint-3162/vocab.txt +0 -0
- run-13/checkpoint-527/config.json +34 -0
- run-13/checkpoint-527/model.safetensors +3 -0
- run-13/checkpoint-527/optimizer.pt +3 -0
- run-13/checkpoint-527/rng_state.pth +3 -0
- run-13/checkpoint-527/scheduler.pt +3 -0
- run-13/checkpoint-527/special_tokens_map.json +7 -0
- run-13/checkpoint-527/tokenizer.json +0 -0
- run-13/checkpoint-527/tokenizer_config.json +57 -0
- run-13/checkpoint-527/trainer_state.json +39 -0
- run-13/checkpoint-527/training_args.bin +3 -0
- run-13/checkpoint-527/vocab.txt +0 -0
- training_args.bin +1 -1
logs/events.out.tfevents.1699908113.b18f42e49ba4.3021.13
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 sha256:9fac6c4e7408c04501877e3f79337bfa137481d14a799f19a00590678db25079
|
| 3 |
+
size 7655
|
logs/events.out.tfevents.1699908581.b18f42e49ba4.3021.14
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1cec14ee55df7d169d2a6f938c2553e262476cc62b3dfe9ed2b5c01253c2a408
|
| 3 |
+
size 4774
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 17549312
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:de6eaa5ca42d84d7ef5ec2f3c8de9a3ff04ae42929a6fc5ae87f9a2dbd727cc8
|
| 3 |
size 17549312
|
run-12/checkpoint-2635/config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 128,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "negative",
|
| 13 |
+
"1": "positive"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"intermediate_size": 512,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"negative": "0",
|
| 19 |
+
"positive": "1"
|
| 20 |
+
},
|
| 21 |
+
"layer_norm_eps": 1e-12,
|
| 22 |
+
"max_position_embeddings": 512,
|
| 23 |
+
"model_type": "bert",
|
| 24 |
+
"num_attention_heads": 2,
|
| 25 |
+
"num_hidden_layers": 2,
|
| 26 |
+
"pad_token_id": 0,
|
| 27 |
+
"position_embedding_type": "absolute",
|
| 28 |
+
"problem_type": "single_label_classification",
|
| 29 |
+
"torch_dtype": "float32",
|
| 30 |
+
"transformers_version": "4.35.0",
|
| 31 |
+
"type_vocab_size": 2,
|
| 32 |
+
"use_cache": true,
|
| 33 |
+
"vocab_size": 30522
|
| 34 |
+
}
|
run-12/checkpoint-2635/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2335abdf80779d6e0a07df48514f89a2823f000e77d0f8dbaba3fc07798b9173
|
| 3 |
+
size 17549312
|
run-12/checkpoint-2635/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ed5912c6ad08cc999118ae04af27ad4a020de57917e51dac3c18b9809e873417
|
| 3 |
+
size 35123898
|
run-12/checkpoint-2635/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6495712c0480e33150a9e840df89cfbd7359c197e00213528d6031351fe6bf56
|
| 3 |
+
size 14308
|
run-12/checkpoint-2635/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:39e70a318b0194a1733139cf4299bed77a0f56b5023d363e93e947a6a6489990
|
| 3 |
+
size 1064
|
run-12/checkpoint-2635/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-12/checkpoint-2635/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-12/checkpoint-2635/tokenizer_config.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"never_split": null,
|
| 51 |
+
"pad_token": "[PAD]",
|
| 52 |
+
"sep_token": "[SEP]",
|
| 53 |
+
"strip_accents": null,
|
| 54 |
+
"tokenize_chinese_chars": true,
|
| 55 |
+
"tokenizer_class": "BertTokenizer",
|
| 56 |
+
"unk_token": "[UNK]"
|
| 57 |
+
}
|
run-12/checkpoint-2635/trainer_state.json
ADDED
|
@@ -0,0 +1,99 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8268348623853211,
|
| 3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-12/checkpoint-2108",
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 2635,
|
| 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 |
+
"learning_rate": 0.00015727026233263184,
|
| 14 |
+
"loss": 1.8005,
|
| 15 |
+
"step": 527
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 1.0,
|
| 19 |
+
"eval_accuracy": 0.8119266055045872,
|
| 20 |
+
"eval_loss": 1.6491965055465698,
|
| 21 |
+
"eval_runtime": 0.9079,
|
| 22 |
+
"eval_samples_per_second": 960.445,
|
| 23 |
+
"eval_steps_per_second": 7.71,
|
| 24 |
+
"step": 527
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 2.0,
|
| 28 |
+
"learning_rate": 0.00013979947222949167,
|
| 29 |
+
"loss": 0.8444,
|
| 30 |
+
"step": 1054
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 2.0,
|
| 34 |
+
"eval_accuracy": 0.8222477064220184,
|
| 35 |
+
"eval_loss": 1.7696919441223145,
|
| 36 |
+
"eval_runtime": 0.9215,
|
| 37 |
+
"eval_samples_per_second": 946.31,
|
| 38 |
+
"eval_steps_per_second": 7.597,
|
| 39 |
+
"step": 1054
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 3.0,
|
| 43 |
+
"learning_rate": 0.0001223286821263515,
|
| 44 |
+
"loss": 0.6182,
|
| 45 |
+
"step": 1581
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 3.0,
|
| 49 |
+
"eval_accuracy": 0.819954128440367,
|
| 50 |
+
"eval_loss": 1.7952384948730469,
|
| 51 |
+
"eval_runtime": 0.9118,
|
| 52 |
+
"eval_samples_per_second": 956.375,
|
| 53 |
+
"eval_steps_per_second": 7.677,
|
| 54 |
+
"step": 1581
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 4.0,
|
| 58 |
+
"learning_rate": 0.00010485789202321133,
|
| 59 |
+
"loss": 0.4972,
|
| 60 |
+
"step": 2108
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 4.0,
|
| 64 |
+
"eval_accuracy": 0.8268348623853211,
|
| 65 |
+
"eval_loss": 1.7547180652618408,
|
| 66 |
+
"eval_runtime": 0.9362,
|
| 67 |
+
"eval_samples_per_second": 931.378,
|
| 68 |
+
"eval_steps_per_second": 7.477,
|
| 69 |
+
"step": 2108
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 5.0,
|
| 73 |
+
"learning_rate": 8.738710192007116e-05,
|
| 74 |
+
"loss": 0.4093,
|
| 75 |
+
"step": 2635
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 5.0,
|
| 79 |
+
"eval_accuracy": 0.819954128440367,
|
| 80 |
+
"eval_loss": 1.8850818872451782,
|
| 81 |
+
"eval_runtime": 0.9113,
|
| 82 |
+
"eval_samples_per_second": 956.926,
|
| 83 |
+
"eval_steps_per_second": 7.682,
|
| 84 |
+
"step": 2635
|
| 85 |
+
}
|
| 86 |
+
],
|
| 87 |
+
"logging_steps": 500,
|
| 88 |
+
"max_steps": 5270,
|
| 89 |
+
"num_train_epochs": 10,
|
| 90 |
+
"save_steps": 500,
|
| 91 |
+
"total_flos": 40418309418180.0,
|
| 92 |
+
"trial_name": null,
|
| 93 |
+
"trial_params": {
|
| 94 |
+
"alpha": 0.20775917695370932,
|
| 95 |
+
"learning_rate": 0.00017470790103140175,
|
| 96 |
+
"num_train_epochs": 10,
|
| 97 |
+
"temperature": 12
|
| 98 |
+
}
|
| 99 |
+
}
|
run-12/checkpoint-2635/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d172b68ebabe652c54551888b87f20e6865d37da307f69502f9ee08a9e47f9a8
|
| 3 |
+
size 4600
|
run-12/checkpoint-2635/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-12/checkpoint-3162/config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 128,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "negative",
|
| 13 |
+
"1": "positive"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"intermediate_size": 512,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"negative": "0",
|
| 19 |
+
"positive": "1"
|
| 20 |
+
},
|
| 21 |
+
"layer_norm_eps": 1e-12,
|
| 22 |
+
"max_position_embeddings": 512,
|
| 23 |
+
"model_type": "bert",
|
| 24 |
+
"num_attention_heads": 2,
|
| 25 |
+
"num_hidden_layers": 2,
|
| 26 |
+
"pad_token_id": 0,
|
| 27 |
+
"position_embedding_type": "absolute",
|
| 28 |
+
"problem_type": "single_label_classification",
|
| 29 |
+
"torch_dtype": "float32",
|
| 30 |
+
"transformers_version": "4.35.0",
|
| 31 |
+
"type_vocab_size": 2,
|
| 32 |
+
"use_cache": true,
|
| 33 |
+
"vocab_size": 30522
|
| 34 |
+
}
|
run-12/checkpoint-3162/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8d88944d5db0923cf7bacbd8afaf0165562278881181d246ffdee3b6ff0ee3ed
|
| 3 |
+
size 17549312
|
run-12/checkpoint-3162/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e80a1d4431636c1ba469ffa36d9473f8d7d106ac5671192676b7389e8dce7c02
|
| 3 |
+
size 35123898
|
run-12/checkpoint-3162/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d4a805f5b31aed4614530263d37ef452339ef59079ff627a6dd75bd82ccc8197
|
| 3 |
+
size 14308
|
run-12/checkpoint-3162/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c19c8ca19aa3881e46dc7207543f60f72639dd7ae86b1c684c39c8f09f94caca
|
| 3 |
+
size 1064
|
run-12/checkpoint-3162/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-12/checkpoint-3162/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-12/checkpoint-3162/tokenizer_config.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"never_split": null,
|
| 51 |
+
"pad_token": "[PAD]",
|
| 52 |
+
"sep_token": "[SEP]",
|
| 53 |
+
"strip_accents": null,
|
| 54 |
+
"tokenize_chinese_chars": true,
|
| 55 |
+
"tokenizer_class": "BertTokenizer",
|
| 56 |
+
"unk_token": "[UNK]"
|
| 57 |
+
}
|
run-12/checkpoint-3162/trainer_state.json
ADDED
|
@@ -0,0 +1,114 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8291284403669725,
|
| 3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-12/checkpoint-3162",
|
| 4 |
+
"epoch": 6.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 3162,
|
| 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 |
+
"learning_rate": 0.00015727026233263184,
|
| 14 |
+
"loss": 1.8005,
|
| 15 |
+
"step": 527
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 1.0,
|
| 19 |
+
"eval_accuracy": 0.8119266055045872,
|
| 20 |
+
"eval_loss": 1.6491965055465698,
|
| 21 |
+
"eval_runtime": 0.9079,
|
| 22 |
+
"eval_samples_per_second": 960.445,
|
| 23 |
+
"eval_steps_per_second": 7.71,
|
| 24 |
+
"step": 527
|
| 25 |
+
},
|
| 26 |
+
{
|
| 27 |
+
"epoch": 2.0,
|
| 28 |
+
"learning_rate": 0.00013979947222949167,
|
| 29 |
+
"loss": 0.8444,
|
| 30 |
+
"step": 1054
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 2.0,
|
| 34 |
+
"eval_accuracy": 0.8222477064220184,
|
| 35 |
+
"eval_loss": 1.7696919441223145,
|
| 36 |
+
"eval_runtime": 0.9215,
|
| 37 |
+
"eval_samples_per_second": 946.31,
|
| 38 |
+
"eval_steps_per_second": 7.597,
|
| 39 |
+
"step": 1054
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 3.0,
|
| 43 |
+
"learning_rate": 0.0001223286821263515,
|
| 44 |
+
"loss": 0.6182,
|
| 45 |
+
"step": 1581
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 3.0,
|
| 49 |
+
"eval_accuracy": 0.819954128440367,
|
| 50 |
+
"eval_loss": 1.7952384948730469,
|
| 51 |
+
"eval_runtime": 0.9118,
|
| 52 |
+
"eval_samples_per_second": 956.375,
|
| 53 |
+
"eval_steps_per_second": 7.677,
|
| 54 |
+
"step": 1581
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 4.0,
|
| 58 |
+
"learning_rate": 0.00010485789202321133,
|
| 59 |
+
"loss": 0.4972,
|
| 60 |
+
"step": 2108
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 4.0,
|
| 64 |
+
"eval_accuracy": 0.8268348623853211,
|
| 65 |
+
"eval_loss": 1.7547180652618408,
|
| 66 |
+
"eval_runtime": 0.9362,
|
| 67 |
+
"eval_samples_per_second": 931.378,
|
| 68 |
+
"eval_steps_per_second": 7.477,
|
| 69 |
+
"step": 2108
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 5.0,
|
| 73 |
+
"learning_rate": 8.738710192007116e-05,
|
| 74 |
+
"loss": 0.4093,
|
| 75 |
+
"step": 2635
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 5.0,
|
| 79 |
+
"eval_accuracy": 0.819954128440367,
|
| 80 |
+
"eval_loss": 1.8850818872451782,
|
| 81 |
+
"eval_runtime": 0.9113,
|
| 82 |
+
"eval_samples_per_second": 956.926,
|
| 83 |
+
"eval_steps_per_second": 7.682,
|
| 84 |
+
"step": 2635
|
| 85 |
+
},
|
| 86 |
+
{
|
| 87 |
+
"epoch": 6.0,
|
| 88 |
+
"learning_rate": 6.991631181693099e-05,
|
| 89 |
+
"loss": 0.3569,
|
| 90 |
+
"step": 3162
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"epoch": 6.0,
|
| 94 |
+
"eval_accuracy": 0.8291284403669725,
|
| 95 |
+
"eval_loss": 1.8409069776535034,
|
| 96 |
+
"eval_runtime": 0.9127,
|
| 97 |
+
"eval_samples_per_second": 955.415,
|
| 98 |
+
"eval_steps_per_second": 7.67,
|
| 99 |
+
"step": 3162
|
| 100 |
+
}
|
| 101 |
+
],
|
| 102 |
+
"logging_steps": 500,
|
| 103 |
+
"max_steps": 5270,
|
| 104 |
+
"num_train_epochs": 10,
|
| 105 |
+
"save_steps": 500,
|
| 106 |
+
"total_flos": 48509902416420.0,
|
| 107 |
+
"trial_name": null,
|
| 108 |
+
"trial_params": {
|
| 109 |
+
"alpha": 0.20775917695370932,
|
| 110 |
+
"learning_rate": 0.00017470790103140175,
|
| 111 |
+
"num_train_epochs": 10,
|
| 112 |
+
"temperature": 12
|
| 113 |
+
}
|
| 114 |
+
}
|
run-12/checkpoint-3162/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d172b68ebabe652c54551888b87f20e6865d37da307f69502f9ee08a9e47f9a8
|
| 3 |
+
size 4600
|
run-12/checkpoint-3162/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-13/checkpoint-527/config.json
ADDED
|
@@ -0,0 +1,34 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/bert_uncased_L-2_H-128_A-2",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"BertForSequenceClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.1,
|
| 7 |
+
"classifier_dropout": null,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.1,
|
| 10 |
+
"hidden_size": 128,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "negative",
|
| 13 |
+
"1": "positive"
|
| 14 |
+
},
|
| 15 |
+
"initializer_range": 0.02,
|
| 16 |
+
"intermediate_size": 512,
|
| 17 |
+
"label2id": {
|
| 18 |
+
"negative": "0",
|
| 19 |
+
"positive": "1"
|
| 20 |
+
},
|
| 21 |
+
"layer_norm_eps": 1e-12,
|
| 22 |
+
"max_position_embeddings": 512,
|
| 23 |
+
"model_type": "bert",
|
| 24 |
+
"num_attention_heads": 2,
|
| 25 |
+
"num_hidden_layers": 2,
|
| 26 |
+
"pad_token_id": 0,
|
| 27 |
+
"position_embedding_type": "absolute",
|
| 28 |
+
"problem_type": "single_label_classification",
|
| 29 |
+
"torch_dtype": "float32",
|
| 30 |
+
"transformers_version": "4.35.0",
|
| 31 |
+
"type_vocab_size": 2,
|
| 32 |
+
"use_cache": true,
|
| 33 |
+
"vocab_size": 30522
|
| 34 |
+
}
|
run-13/checkpoint-527/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:de6eaa5ca42d84d7ef5ec2f3c8de9a3ff04ae42929a6fc5ae87f9a2dbd727cc8
|
| 3 |
+
size 17549312
|
run-13/checkpoint-527/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f12a1a34348aa4bc6d21051a6b1bcad4cf16d88efb5259f741420a409e395c43
|
| 3 |
+
size 35123898
|
run-13/checkpoint-527/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ababcbf30496eb4976cce44a5faf0cf605467f452ba655745eb60d884a0042d8
|
| 3 |
+
size 14308
|
run-13/checkpoint-527/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:48968d1d0492123168104a56b96deeb8f5a52419baa232e39b7b0916f70df751
|
| 3 |
+
size 1064
|
run-13/checkpoint-527/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-13/checkpoint-527/tokenizer.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
run-13/checkpoint-527/tokenizer_config.json
ADDED
|
@@ -0,0 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 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_basic_tokenize": true,
|
| 47 |
+
"do_lower_case": true,
|
| 48 |
+
"mask_token": "[MASK]",
|
| 49 |
+
"model_max_length": 512,
|
| 50 |
+
"never_split": null,
|
| 51 |
+
"pad_token": "[PAD]",
|
| 52 |
+
"sep_token": "[SEP]",
|
| 53 |
+
"strip_accents": null,
|
| 54 |
+
"tokenize_chinese_chars": true,
|
| 55 |
+
"tokenizer_class": "BertTokenizer",
|
| 56 |
+
"unk_token": "[UNK]"
|
| 57 |
+
}
|
run-13/checkpoint-527/trainer_state.json
ADDED
|
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8096330275229358,
|
| 3 |
+
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-13/checkpoint-527",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 527,
|
| 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 |
+
"learning_rate": 0.0001229918736660078,
|
| 14 |
+
"loss": 1.6529,
|
| 15 |
+
"step": 527
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 1.0,
|
| 19 |
+
"eval_accuracy": 0.8096330275229358,
|
| 20 |
+
"eval_loss": 1.4444859027862549,
|
| 21 |
+
"eval_runtime": 0.8333,
|
| 22 |
+
"eval_samples_per_second": 1046.416,
|
| 23 |
+
"eval_steps_per_second": 8.4,
|
| 24 |
+
"step": 527
|
| 25 |
+
}
|
| 26 |
+
],
|
| 27 |
+
"logging_steps": 500,
|
| 28 |
+
"max_steps": 3689,
|
| 29 |
+
"num_train_epochs": 7,
|
| 30 |
+
"save_steps": 500,
|
| 31 |
+
"total_flos": 8117476690260.0,
|
| 32 |
+
"trial_name": null,
|
| 33 |
+
"trial_params": {
|
| 34 |
+
"alpha": 0.37689567573511473,
|
| 35 |
+
"learning_rate": 0.00014344515395317822,
|
| 36 |
+
"num_train_epochs": 7,
|
| 37 |
+
"temperature": 21
|
| 38 |
+
}
|
| 39 |
+
}
|
run-13/checkpoint-527/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e49f40aff2ec7cb96f539cb403f7d52e030045e5f77b8ed81730e241b115f997
|
| 3 |
+
size 4600
|
run-13/checkpoint-527/vocab.txt
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4600
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:e49f40aff2ec7cb96f539cb403f7d52e030045e5f77b8ed81730e241b115f997
|
| 3 |
size 4600
|