Upload 7 files
Browse files- config.json +72 -0
- optimizer.pt +3 -0
- pytorch_model .bin +3 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- trainer_state.json +136 -0
- training_args.bin +3 -0
config.json
ADDED
|
@@ -0,0 +1,72 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"BertForSequenceClassification"
|
| 4 |
+
],
|
| 5 |
+
"attention_probs_dropout_prob": 0.1,
|
| 6 |
+
"classifier_dropout": null,
|
| 7 |
+
"hidden_act": "gelu",
|
| 8 |
+
"hidden_dropout_prob": 0.1,
|
| 9 |
+
"hidden_size": 768,
|
| 10 |
+
"id2label": {
|
| 11 |
+
"0": "LABEL_0",
|
| 12 |
+
"1": "LABEL_1",
|
| 13 |
+
"2": "LABEL_2",
|
| 14 |
+
"3": "LABEL_3",
|
| 15 |
+
"4": "LABEL_4",
|
| 16 |
+
"5": "LABEL_5",
|
| 17 |
+
"6": "LABEL_6",
|
| 18 |
+
"7": "LABEL_7",
|
| 19 |
+
"8": "LABEL_8",
|
| 20 |
+
"9": "LABEL_9",
|
| 21 |
+
"10": "LABEL_10",
|
| 22 |
+
"11": "LABEL_11",
|
| 23 |
+
"12": "LABEL_12",
|
| 24 |
+
"13": "LABEL_13",
|
| 25 |
+
"14": "LABEL_14",
|
| 26 |
+
"15": "LABEL_15",
|
| 27 |
+
"16": "LABEL_16",
|
| 28 |
+
"17": "LABEL_17",
|
| 29 |
+
"18": "LABEL_18",
|
| 30 |
+
"19": "LABEL_19",
|
| 31 |
+
"20": "LABEL_20",
|
| 32 |
+
"21": "LABEL_21"
|
| 33 |
+
},
|
| 34 |
+
"initializer_range": 0.02,
|
| 35 |
+
"intermediate_size": 3072,
|
| 36 |
+
"label2id": {
|
| 37 |
+
"LABEL_0": 0,
|
| 38 |
+
"LABEL_1": 1,
|
| 39 |
+
"LABEL_10": 10,
|
| 40 |
+
"LABEL_11": 11,
|
| 41 |
+
"LABEL_12": 12,
|
| 42 |
+
"LABEL_13": 13,
|
| 43 |
+
"LABEL_14": 14,
|
| 44 |
+
"LABEL_15": 15,
|
| 45 |
+
"LABEL_16": 16,
|
| 46 |
+
"LABEL_17": 17,
|
| 47 |
+
"LABEL_18": 18,
|
| 48 |
+
"LABEL_19": 19,
|
| 49 |
+
"LABEL_2": 2,
|
| 50 |
+
"LABEL_20": 20,
|
| 51 |
+
"LABEL_21": 21,
|
| 52 |
+
"LABEL_3": 3,
|
| 53 |
+
"LABEL_4": 4,
|
| 54 |
+
"LABEL_5": 5,
|
| 55 |
+
"LABEL_6": 6,
|
| 56 |
+
"LABEL_7": 7,
|
| 57 |
+
"LABEL_8": 8,
|
| 58 |
+
"LABEL_9": 9
|
| 59 |
+
},
|
| 60 |
+
"layer_norm_eps": 1e-12,
|
| 61 |
+
"max_position_embeddings": 1024,
|
| 62 |
+
"model_type": "bert",
|
| 63 |
+
"num_attention_heads": 12,
|
| 64 |
+
"num_hidden_layers": 12,
|
| 65 |
+
"pad_token_id": 22,
|
| 66 |
+
"position_embedding_type": "absolute",
|
| 67 |
+
"torch_dtype": "float32",
|
| 68 |
+
"transformers_version": "4.34.0",
|
| 69 |
+
"type_vocab_size": 2,
|
| 70 |
+
"use_cache": true,
|
| 71 |
+
"vocab_size": 23
|
| 72 |
+
}
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cd59dd67bdf14055c08e5ab73d459837a68a24ccef7c511d7b6a71a1137b3941
|
| 3 |
+
size 691920773
|
pytorch_model .bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3fbcc73889bb13fb23e8602a4b16edeacd8bacfbcde00096f5349b54965dfcb4
|
| 3 |
+
size 345944881
|
rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6e989af5588d9f23f12bc4348160f584bc8bf7f684cf355b25d2fac3f4e7b9cc
|
| 3 |
+
size 14575
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fbb7d92f279986747a18a02bd1514b635ffd95bda02ac5d7d112b3eb2976ef10
|
| 3 |
+
size 627
|
trainer_state.json
ADDED
|
@@ -0,0 +1,136 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 3.9640591966173364,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 7500,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.26,
|
| 13 |
+
"learning_rate": 2.9207188160676534e-05,
|
| 14 |
+
"loss": 0.101,
|
| 15 |
+
"step": 500
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.53,
|
| 19 |
+
"learning_rate": 2.8414376321353066e-05,
|
| 20 |
+
"loss": 0.0232,
|
| 21 |
+
"step": 1000
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.79,
|
| 25 |
+
"learning_rate": 2.76215644820296e-05,
|
| 26 |
+
"loss": 0.0138,
|
| 27 |
+
"step": 1500
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 1.0,
|
| 31 |
+
"eval_accuracy": 0.9873417721518988,
|
| 32 |
+
"eval_loss": 0.2694646120071411,
|
| 33 |
+
"eval_runtime": 2.0847,
|
| 34 |
+
"eval_samples_per_second": 227.374,
|
| 35 |
+
"eval_steps_per_second": 9.594,
|
| 36 |
+
"step": 1892
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 1.06,
|
| 40 |
+
"learning_rate": 2.6828752642706132e-05,
|
| 41 |
+
"loss": 0.01,
|
| 42 |
+
"step": 2000
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"epoch": 1.32,
|
| 46 |
+
"learning_rate": 2.603594080338266e-05,
|
| 47 |
+
"loss": 0.0056,
|
| 48 |
+
"step": 2500
|
| 49 |
+
},
|
| 50 |
+
{
|
| 51 |
+
"epoch": 1.59,
|
| 52 |
+
"learning_rate": 2.5243128964059198e-05,
|
| 53 |
+
"loss": 0.0065,
|
| 54 |
+
"step": 3000
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 1.85,
|
| 58 |
+
"learning_rate": 2.445031712473573e-05,
|
| 59 |
+
"loss": 0.0054,
|
| 60 |
+
"step": 3500
|
| 61 |
+
},
|
| 62 |
+
{
|
| 63 |
+
"epoch": 2.0,
|
| 64 |
+
"eval_accuracy": 0.9957805907172995,
|
| 65 |
+
"eval_loss": 0.30300676822662354,
|
| 66 |
+
"eval_runtime": 2.2025,
|
| 67 |
+
"eval_samples_per_second": 215.207,
|
| 68 |
+
"eval_steps_per_second": 9.08,
|
| 69 |
+
"step": 3784
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 2.11,
|
| 73 |
+
"learning_rate": 2.3657505285412263e-05,
|
| 74 |
+
"loss": 0.0054,
|
| 75 |
+
"step": 4000
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 2.38,
|
| 79 |
+
"learning_rate": 2.2864693446088796e-05,
|
| 80 |
+
"loss": 0.0073,
|
| 81 |
+
"step": 4500
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 2.64,
|
| 85 |
+
"learning_rate": 2.207188160676533e-05,
|
| 86 |
+
"loss": 0.0045,
|
| 87 |
+
"step": 5000
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 2.91,
|
| 91 |
+
"learning_rate": 2.1279069767441862e-05,
|
| 92 |
+
"loss": 0.004,
|
| 93 |
+
"step": 5500
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 3.0,
|
| 97 |
+
"eval_accuracy": 0.9936708860759493,
|
| 98 |
+
"eval_loss": 0.3524107336997986,
|
| 99 |
+
"eval_runtime": 2.1316,
|
| 100 |
+
"eval_samples_per_second": 222.363,
|
| 101 |
+
"eval_steps_per_second": 9.382,
|
| 102 |
+
"step": 5676
|
| 103 |
+
},
|
| 104 |
+
{
|
| 105 |
+
"epoch": 3.17,
|
| 106 |
+
"learning_rate": 2.048625792811839e-05,
|
| 107 |
+
"loss": 0.0024,
|
| 108 |
+
"step": 6000
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 3.44,
|
| 112 |
+
"learning_rate": 1.9693446088794927e-05,
|
| 113 |
+
"loss": 0.0068,
|
| 114 |
+
"step": 6500
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 3.7,
|
| 118 |
+
"learning_rate": 1.890063424947146e-05,
|
| 119 |
+
"loss": 0.0019,
|
| 120 |
+
"step": 7000
|
| 121 |
+
},
|
| 122 |
+
{
|
| 123 |
+
"epoch": 3.96,
|
| 124 |
+
"learning_rate": 1.810782241014799e-05,
|
| 125 |
+
"loss": 0.0018,
|
| 126 |
+
"step": 7500
|
| 127 |
+
}
|
| 128 |
+
],
|
| 129 |
+
"logging_steps": 500,
|
| 130 |
+
"max_steps": 18920,
|
| 131 |
+
"num_train_epochs": 10,
|
| 132 |
+
"save_steps": 1500,
|
| 133 |
+
"total_flos": 250565766750000.0,
|
| 134 |
+
"trial_name": null,
|
| 135 |
+
"trial_params": null
|
| 136 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3308b58f74969b29914d9cdb6fc325e4fd0a68303c55da33a90db8e11a6cd56b
|
| 3 |
+
size 4027
|