Commit
•
824c532
1
Parent(s):
8fde187
Upload 11 files
Browse files- README (2).md +9 -0
- adapter_config (2).json +22 -0
- adapter_model (2).bin +3 -0
- optimizer (5).pt +3 -0
- rng_state (5).pth +3 -0
- scheduler (6).pt +3 -0
- special_tokens_map (8).json +7 -0
- tokenizer_config (8).json +5 -0
- trainer_state (5).json +896 -0
- training_args (5).bin +3 -0
- vocab (8).txt +33 -0
README (2).md
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: peft
|
| 3 |
+
---
|
| 4 |
+
## Training procedure
|
| 5 |
+
|
| 6 |
+
### Framework versions
|
| 7 |
+
|
| 8 |
+
|
| 9 |
+
- PEFT 0.5.0
|
adapter_config (2).json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"auto_mapping": null,
|
| 3 |
+
"base_model_name_or_path": "facebook/esm2_t12_35M_UR50D",
|
| 4 |
+
"bias": "none",
|
| 5 |
+
"fan_in_fan_out": false,
|
| 6 |
+
"inference_mode": true,
|
| 7 |
+
"init_lora_weights": true,
|
| 8 |
+
"layers_pattern": null,
|
| 9 |
+
"layers_to_transform": null,
|
| 10 |
+
"lora_alpha": 1,
|
| 11 |
+
"lora_dropout": 0.2,
|
| 12 |
+
"modules_to_save": null,
|
| 13 |
+
"peft_type": "LORA",
|
| 14 |
+
"r": 2,
|
| 15 |
+
"revision": null,
|
| 16 |
+
"target_modules": [
|
| 17 |
+
"query",
|
| 18 |
+
"key",
|
| 19 |
+
"value"
|
| 20 |
+
],
|
| 21 |
+
"task_type": "TOKEN_CLS"
|
| 22 |
+
}
|
adapter_model (2).bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:54f37f13ca6442ec48f43d04f925ff91a92778ad95796881c1fb3486bb17b724
|
| 3 |
+
size 307151
|
optimizer (5).pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:578bdfae167432c9208bd5658db66de8d324fba8853320e43007652d7664e304
|
| 3 |
+
size 622661
|
rng_state (5).pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:97fc73934354b49b0958215148a3000afed7c14a59ec6c797b9663bd0ebaed89
|
| 3 |
+
size 14575
|
scheduler (6).pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6cce3f21fc8b26bf2ae65fa03352d5a2dba5b1479fedc1be62d4ae57fb0c5732
|
| 3 |
+
size 627
|
special_tokens_map (8).json
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"cls_token": "<cls>",
|
| 3 |
+
"eos_token": "<eos>",
|
| 4 |
+
"mask_token": "<mask>",
|
| 5 |
+
"pad_token": "<pad>",
|
| 6 |
+
"unk_token": "<unk>"
|
| 7 |
+
}
|
tokenizer_config (8).json
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"clean_up_tokenization_spaces": true,
|
| 3 |
+
"model_max_length": 1024,
|
| 4 |
+
"tokenizer_class": "EsmTokenizer"
|
| 5 |
+
}
|
trainer_state (5).json
ADDED
|
@@ -0,0 +1,896 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.3476562916154915,
|
| 3 |
+
"best_model_checkpoint": "esm2_t12_35M-lora-binding-sites_2023-09-11_16-28-57/checkpoint-28970",
|
| 4 |
+
"epoch": 1.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 28970,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.01,
|
| 13 |
+
"learning_rate": 0.0005701554508678478,
|
| 14 |
+
"loss": 0.4954,
|
| 15 |
+
"step": 200
|
| 16 |
+
},
|
| 17 |
+
{
|
| 18 |
+
"epoch": 0.01,
|
| 19 |
+
"learning_rate": 0.000570151359481901,
|
| 20 |
+
"loss": 0.3627,
|
| 21 |
+
"step": 400
|
| 22 |
+
},
|
| 23 |
+
{
|
| 24 |
+
"epoch": 0.02,
|
| 25 |
+
"learning_rate": 0.0005701445314265366,
|
| 26 |
+
"loss": 0.325,
|
| 27 |
+
"step": 600
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 0.03,
|
| 31 |
+
"learning_rate": 0.0005701349667673032,
|
| 32 |
+
"loss": 0.2797,
|
| 33 |
+
"step": 800
|
| 34 |
+
},
|
| 35 |
+
{
|
| 36 |
+
"epoch": 0.03,
|
| 37 |
+
"learning_rate": 0.0005701226655960202,
|
| 38 |
+
"loss": 0.2708,
|
| 39 |
+
"step": 1000
|
| 40 |
+
},
|
| 41 |
+
{
|
| 42 |
+
"epoch": 0.04,
|
| 43 |
+
"learning_rate": 0.0005701076280307777,
|
| 44 |
+
"loss": 0.2547,
|
| 45 |
+
"step": 1200
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 0.05,
|
| 49 |
+
"learning_rate": 0.0005700898542159346,
|
| 50 |
+
"loss": 0.2395,
|
| 51 |
+
"step": 1400
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 0.06,
|
| 55 |
+
"learning_rate": 0.0005700693443221178,
|
| 56 |
+
"loss": 0.2348,
|
| 57 |
+
"step": 1600
|
| 58 |
+
},
|
| 59 |
+
{
|
| 60 |
+
"epoch": 0.06,
|
| 61 |
+
"learning_rate": 0.0005700460985462198,
|
| 62 |
+
"loss": 0.218,
|
| 63 |
+
"step": 1800
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 0.07,
|
| 67 |
+
"learning_rate": 0.0005700202538231217,
|
| 68 |
+
"loss": 0.2284,
|
| 69 |
+
"step": 2000
|
| 70 |
+
},
|
| 71 |
+
{
|
| 72 |
+
"epoch": 0.08,
|
| 73 |
+
"learning_rate": 0.000569991550655178,
|
| 74 |
+
"loss": 0.2307,
|
| 75 |
+
"step": 2200
|
| 76 |
+
},
|
| 77 |
+
{
|
| 78 |
+
"epoch": 0.08,
|
| 79 |
+
"learning_rate": 0.000569960112351964,
|
| 80 |
+
"loss": 0.22,
|
| 81 |
+
"step": 2400
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 0.09,
|
| 85 |
+
"learning_rate": 0.000569925939215284,
|
| 86 |
+
"loss": 0.2117,
|
| 87 |
+
"step": 2600
|
| 88 |
+
},
|
| 89 |
+
{
|
| 90 |
+
"epoch": 0.1,
|
| 91 |
+
"learning_rate": 0.0005698890315731962,
|
| 92 |
+
"loss": 0.2246,
|
| 93 |
+
"step": 2800
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 0.1,
|
| 97 |
+
"learning_rate": 0.0005698493897800102,
|
| 98 |
+
"loss": 0.2392,
|
| 99 |
+
"step": 3000
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 0.11,
|
| 103 |
+
"learning_rate": 0.0005698070142162829,
|
| 104 |
+
"loss": 0.2078,
|
| 105 |
+
"step": 3200
|
| 106 |
+
},
|
| 107 |
+
{
|
| 108 |
+
"epoch": 0.12,
|
| 109 |
+
"learning_rate": 0.0005697619052888148,
|
| 110 |
+
"loss": 0.2098,
|
| 111 |
+
"step": 3400
|
| 112 |
+
},
|
| 113 |
+
{
|
| 114 |
+
"epoch": 0.12,
|
| 115 |
+
"learning_rate": 0.0005697140634306472,
|
| 116 |
+
"loss": 0.1919,
|
| 117 |
+
"step": 3600
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 0.13,
|
| 121 |
+
"learning_rate": 0.0005696634891010563,
|
| 122 |
+
"loss": 0.1957,
|
| 123 |
+
"step": 3800
|
| 124 |
+
},
|
| 125 |
+
{
|
| 126 |
+
"epoch": 0.14,
|
| 127 |
+
"learning_rate": 0.0005696101827855504,
|
| 128 |
+
"loss": 0.2156,
|
| 129 |
+
"step": 4000
|
| 130 |
+
},
|
| 131 |
+
{
|
| 132 |
+
"epoch": 0.14,
|
| 133 |
+
"learning_rate": 0.0005695544319784758,
|
| 134 |
+
"loss": 0.1983,
|
| 135 |
+
"step": 4200
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 0.15,
|
| 139 |
+
"learning_rate": 0.0005694956769058657,
|
| 140 |
+
"loss": 0.2104,
|
| 141 |
+
"step": 4400
|
| 142 |
+
},
|
| 143 |
+
{
|
| 144 |
+
"epoch": 0.16,
|
| 145 |
+
"learning_rate": 0.0005694341914583195,
|
| 146 |
+
"loss": 0.1789,
|
| 147 |
+
"step": 4600
|
| 148 |
+
},
|
| 149 |
+
{
|
| 150 |
+
"epoch": 0.17,
|
| 151 |
+
"learning_rate": 0.0005693699762260905,
|
| 152 |
+
"loss": 0.1944,
|
| 153 |
+
"step": 4800
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 0.17,
|
| 157 |
+
"learning_rate": 0.0005693030318256384,
|
| 158 |
+
"loss": 0.1895,
|
| 159 |
+
"step": 5000
|
| 160 |
+
},
|
| 161 |
+
{
|
| 162 |
+
"epoch": 0.18,
|
| 163 |
+
"learning_rate": 0.0005692333588996219,
|
| 164 |
+
"loss": 0.2007,
|
| 165 |
+
"step": 5200
|
| 166 |
+
},
|
| 167 |
+
{
|
| 168 |
+
"epoch": 0.19,
|
| 169 |
+
"learning_rate": 0.0005691609581168934,
|
| 170 |
+
"loss": 0.1852,
|
| 171 |
+
"step": 5400
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 0.19,
|
| 175 |
+
"learning_rate": 0.0005690858301724929,
|
| 176 |
+
"loss": 0.1728,
|
| 177 |
+
"step": 5600
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 0.2,
|
| 181 |
+
"learning_rate": 0.0005690079757876402,
|
| 182 |
+
"loss": 0.2076,
|
| 183 |
+
"step": 5800
|
| 184 |
+
},
|
| 185 |
+
{
|
| 186 |
+
"epoch": 0.21,
|
| 187 |
+
"learning_rate": 0.0005689273957097291,
|
| 188 |
+
"loss": 0.1844,
|
| 189 |
+
"step": 6000
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 0.21,
|
| 193 |
+
"learning_rate": 0.0005688445140142318,
|
| 194 |
+
"loss": 0.173,
|
| 195 |
+
"step": 6200
|
| 196 |
+
},
|
| 197 |
+
{
|
| 198 |
+
"epoch": 0.22,
|
| 199 |
+
"learning_rate": 0.0005687584985156089,
|
| 200 |
+
"loss": 0.189,
|
| 201 |
+
"step": 6400
|
| 202 |
+
},
|
| 203 |
+
{
|
| 204 |
+
"epoch": 0.23,
|
| 205 |
+
"learning_rate": 0.0005686697597188824,
|
| 206 |
+
"loss": 0.1728,
|
| 207 |
+
"step": 6600
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 0.23,
|
| 211 |
+
"learning_rate": 0.0005685782984759349,
|
| 212 |
+
"loss": 0.1764,
|
| 213 |
+
"step": 6800
|
| 214 |
+
},
|
| 215 |
+
{
|
| 216 |
+
"epoch": 0.24,
|
| 217 |
+
"learning_rate": 0.0005684841156647846,
|
| 218 |
+
"loss": 0.1817,
|
| 219 |
+
"step": 7000
|
| 220 |
+
},
|
| 221 |
+
{
|
| 222 |
+
"epoch": 0.25,
|
| 223 |
+
"learning_rate": 0.0005683872121895759,
|
| 224 |
+
"loss": 0.184,
|
| 225 |
+
"step": 7200
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 0.26,
|
| 229 |
+
"learning_rate": 0.000568287588980572,
|
| 230 |
+
"loss": 0.1611,
|
| 231 |
+
"step": 7400
|
| 232 |
+
},
|
| 233 |
+
{
|
| 234 |
+
"epoch": 0.26,
|
| 235 |
+
"learning_rate": 0.0005681852469941448,
|
| 236 |
+
"loss": 0.1782,
|
| 237 |
+
"step": 7600
|
| 238 |
+
},
|
| 239 |
+
{
|
| 240 |
+
"epoch": 0.27,
|
| 241 |
+
"learning_rate": 0.000568080187212766,
|
| 242 |
+
"loss": 0.1674,
|
| 243 |
+
"step": 7800
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 0.28,
|
| 247 |
+
"learning_rate": 0.0005679724106449985,
|
| 248 |
+
"loss": 0.1592,
|
| 249 |
+
"step": 8000
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 0.28,
|
| 253 |
+
"learning_rate": 0.0005678619183254852,
|
| 254 |
+
"loss": 0.188,
|
| 255 |
+
"step": 8200
|
| 256 |
+
},
|
| 257 |
+
{
|
| 258 |
+
"epoch": 0.29,
|
| 259 |
+
"learning_rate": 0.0005677487113149407,
|
| 260 |
+
"loss": 0.1724,
|
| 261 |
+
"step": 8400
|
| 262 |
+
},
|
| 263 |
+
{
|
| 264 |
+
"epoch": 0.3,
|
| 265 |
+
"learning_rate": 0.00056763279070014,
|
| 266 |
+
"loss": 0.1734,
|
| 267 |
+
"step": 8600
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 0.3,
|
| 271 |
+
"learning_rate": 0.0005675141575939082,
|
| 272 |
+
"loss": 0.1802,
|
| 273 |
+
"step": 8800
|
| 274 |
+
},
|
| 275 |
+
{
|
| 276 |
+
"epoch": 0.31,
|
| 277 |
+
"learning_rate": 0.0005673934265999777,
|
| 278 |
+
"loss": 0.1735,
|
| 279 |
+
"step": 9000
|
| 280 |
+
},
|
| 281 |
+
{
|
| 282 |
+
"epoch": 0.32,
|
| 283 |
+
"learning_rate": 0.0005672693855015051,
|
| 284 |
+
"loss": 0.1768,
|
| 285 |
+
"step": 9200
|
| 286 |
+
},
|
| 287 |
+
{
|
| 288 |
+
"epoch": 0.32,
|
| 289 |
+
"learning_rate": 0.0005671426354002519,
|
| 290 |
+
"loss": 0.1759,
|
| 291 |
+
"step": 9400
|
| 292 |
+
},
|
| 293 |
+
{
|
| 294 |
+
"epoch": 0.33,
|
| 295 |
+
"learning_rate": 0.0005670131775130054,
|
| 296 |
+
"loss": 0.1646,
|
| 297 |
+
"step": 9600
|
| 298 |
+
},
|
| 299 |
+
{
|
| 300 |
+
"epoch": 0.34,
|
| 301 |
+
"learning_rate": 0.0005668810130825471,
|
| 302 |
+
"loss": 0.1684,
|
| 303 |
+
"step": 9800
|
| 304 |
+
},
|
| 305 |
+
{
|
| 306 |
+
"epoch": 0.35,
|
| 307 |
+
"learning_rate": 0.0005667461433776413,
|
| 308 |
+
"loss": 0.1636,
|
| 309 |
+
"step": 10000
|
| 310 |
+
},
|
| 311 |
+
{
|
| 312 |
+
"epoch": 0.35,
|
| 313 |
+
"learning_rate": 0.0005666085696930225,
|
| 314 |
+
"loss": 0.1492,
|
| 315 |
+
"step": 10200
|
| 316 |
+
},
|
| 317 |
+
{
|
| 318 |
+
"epoch": 0.36,
|
| 319 |
+
"learning_rate": 0.0005664682933493831,
|
| 320 |
+
"loss": 0.1636,
|
| 321 |
+
"step": 10400
|
| 322 |
+
},
|
| 323 |
+
{
|
| 324 |
+
"epoch": 0.37,
|
| 325 |
+
"learning_rate": 0.0005663253156933608,
|
| 326 |
+
"loss": 0.1647,
|
| 327 |
+
"step": 10600
|
| 328 |
+
},
|
| 329 |
+
{
|
| 330 |
+
"epoch": 0.37,
|
| 331 |
+
"learning_rate": 0.0005661796380975255,
|
| 332 |
+
"loss": 0.181,
|
| 333 |
+
"step": 10800
|
| 334 |
+
},
|
| 335 |
+
{
|
| 336 |
+
"epoch": 0.38,
|
| 337 |
+
"learning_rate": 0.0005660320105513283,
|
| 338 |
+
"loss": 0.1708,
|
| 339 |
+
"step": 11000
|
| 340 |
+
},
|
| 341 |
+
{
|
| 342 |
+
"epoch": 0.39,
|
| 343 |
+
"learning_rate": 0.0005658809507792387,
|
| 344 |
+
"loss": 0.1702,
|
| 345 |
+
"step": 11200
|
| 346 |
+
},
|
| 347 |
+
{
|
| 348 |
+
"epoch": 0.39,
|
| 349 |
+
"learning_rate": 0.0005657271953331912,
|
| 350 |
+
"loss": 0.1617,
|
| 351 |
+
"step": 11400
|
| 352 |
+
},
|
| 353 |
+
{
|
| 354 |
+
"epoch": 0.4,
|
| 355 |
+
"learning_rate": 0.000565570745689221,
|
| 356 |
+
"loss": 0.1722,
|
| 357 |
+
"step": 11600
|
| 358 |
+
},
|
| 359 |
+
{
|
| 360 |
+
"epoch": 0.41,
|
| 361 |
+
"learning_rate": 0.000565411603349228,
|
| 362 |
+
"loss": 0.1702,
|
| 363 |
+
"step": 11800
|
| 364 |
+
},
|
| 365 |
+
{
|
| 366 |
+
"epoch": 0.41,
|
| 367 |
+
"learning_rate": 0.0005652497698409615,
|
| 368 |
+
"loss": 0.1543,
|
| 369 |
+
"step": 12000
|
| 370 |
+
},
|
| 371 |
+
{
|
| 372 |
+
"epoch": 0.42,
|
| 373 |
+
"learning_rate": 0.0005650852467180052,
|
| 374 |
+
"loss": 0.1654,
|
| 375 |
+
"step": 12200
|
| 376 |
+
},
|
| 377 |
+
{
|
| 378 |
+
"epoch": 0.43,
|
| 379 |
+
"learning_rate": 0.0005649180355597633,
|
| 380 |
+
"loss": 0.1676,
|
| 381 |
+
"step": 12400
|
| 382 |
+
},
|
| 383 |
+
{
|
| 384 |
+
"epoch": 0.43,
|
| 385 |
+
"learning_rate": 0.000564748137971445,
|
| 386 |
+
"loss": 0.16,
|
| 387 |
+
"step": 12600
|
| 388 |
+
},
|
| 389 |
+
{
|
| 390 |
+
"epoch": 0.44,
|
| 391 |
+
"learning_rate": 0.0005645755555840486,
|
| 392 |
+
"loss": 0.1627,
|
| 393 |
+
"step": 12800
|
| 394 |
+
},
|
| 395 |
+
{
|
| 396 |
+
"epoch": 0.45,
|
| 397 |
+
"learning_rate": 0.0005644002900543462,
|
| 398 |
+
"loss": 0.1712,
|
| 399 |
+
"step": 13000
|
| 400 |
+
},
|
| 401 |
+
{
|
| 402 |
+
"epoch": 0.46,
|
| 403 |
+
"learning_rate": 0.0005642232394671313,
|
| 404 |
+
"loss": 0.1603,
|
| 405 |
+
"step": 13200
|
| 406 |
+
},
|
| 407 |
+
{
|
| 408 |
+
"epoch": 0.46,
|
| 409 |
+
"learning_rate": 0.0005640426261206144,
|
| 410 |
+
"loss": 0.1648,
|
| 411 |
+
"step": 13400
|
| 412 |
+
},
|
| 413 |
+
{
|
| 414 |
+
"epoch": 0.47,
|
| 415 |
+
"learning_rate": 0.0005638593347478565,
|
| 416 |
+
"loss": 0.1608,
|
| 417 |
+
"step": 13600
|
| 418 |
+
},
|
| 419 |
+
{
|
| 420 |
+
"epoch": 0.48,
|
| 421 |
+
"learning_rate": 0.0005636733671084348,
|
| 422 |
+
"loss": 0.162,
|
| 423 |
+
"step": 13800
|
| 424 |
+
},
|
| 425 |
+
{
|
| 426 |
+
"epoch": 0.48,
|
| 427 |
+
"learning_rate": 0.0005634847249876185,
|
| 428 |
+
"loss": 0.1516,
|
| 429 |
+
"step": 14000
|
| 430 |
+
},
|
| 431 |
+
{
|
| 432 |
+
"epoch": 0.49,
|
| 433 |
+
"learning_rate": 0.0005632934101963515,
|
| 434 |
+
"loss": 0.1638,
|
| 435 |
+
"step": 14200
|
| 436 |
+
},
|
| 437 |
+
{
|
| 438 |
+
"epoch": 0.5,
|
| 439 |
+
"learning_rate": 0.000563099424571235,
|
| 440 |
+
"loss": 0.1691,
|
| 441 |
+
"step": 14400
|
| 442 |
+
},
|
| 443 |
+
{
|
| 444 |
+
"epoch": 0.5,
|
| 445 |
+
"learning_rate": 0.0005629027699745098,
|
| 446 |
+
"loss": 0.149,
|
| 447 |
+
"step": 14600
|
| 448 |
+
},
|
| 449 |
+
{
|
| 450 |
+
"epoch": 0.51,
|
| 451 |
+
"learning_rate": 0.0005627034482940388,
|
| 452 |
+
"loss": 0.1713,
|
| 453 |
+
"step": 14800
|
| 454 |
+
},
|
| 455 |
+
{
|
| 456 |
+
"epoch": 0.52,
|
| 457 |
+
"learning_rate": 0.0005625014614432885,
|
| 458 |
+
"loss": 0.1615,
|
| 459 |
+
"step": 15000
|
| 460 |
+
},
|
| 461 |
+
{
|
| 462 |
+
"epoch": 0.52,
|
| 463 |
+
"learning_rate": 0.0005622978412332689,
|
| 464 |
+
"loss": 0.1618,
|
| 465 |
+
"step": 15200
|
| 466 |
+
},
|
| 467 |
+
{
|
| 468 |
+
"epoch": 0.53,
|
| 469 |
+
"learning_rate": 0.0005620905431860859,
|
| 470 |
+
"loss": 0.1695,
|
| 471 |
+
"step": 15400
|
| 472 |
+
},
|
| 473 |
+
{
|
| 474 |
+
"epoch": 0.54,
|
| 475 |
+
"learning_rate": 0.0005618805858524459,
|
| 476 |
+
"loss": 0.1575,
|
| 477 |
+
"step": 15600
|
| 478 |
+
},
|
| 479 |
+
{
|
| 480 |
+
"epoch": 0.55,
|
| 481 |
+
"learning_rate": 0.0005616679712479168,
|
| 482 |
+
"loss": 0.1494,
|
| 483 |
+
"step": 15800
|
| 484 |
+
},
|
| 485 |
+
{
|
| 486 |
+
"epoch": 0.55,
|
| 487 |
+
"learning_rate": 0.0005614527014135753,
|
| 488 |
+
"loss": 0.1441,
|
| 489 |
+
"step": 16000
|
| 490 |
+
},
|
| 491 |
+
{
|
| 492 |
+
"epoch": 0.56,
|
| 493 |
+
"learning_rate": 0.0005612347784159886,
|
| 494 |
+
"loss": 0.1554,
|
| 495 |
+
"step": 16200
|
| 496 |
+
},
|
| 497 |
+
{
|
| 498 |
+
"epoch": 0.57,
|
| 499 |
+
"learning_rate": 0.000561014204347194,
|
| 500 |
+
"loss": 0.1597,
|
| 501 |
+
"step": 16400
|
| 502 |
+
},
|
| 503 |
+
{
|
| 504 |
+
"epoch": 0.57,
|
| 505 |
+
"learning_rate": 0.0005607909813246783,
|
| 506 |
+
"loss": 0.1603,
|
| 507 |
+
"step": 16600
|
| 508 |
+
},
|
| 509 |
+
{
|
| 510 |
+
"epoch": 0.58,
|
| 511 |
+
"learning_rate": 0.0005605651114913586,
|
| 512 |
+
"loss": 0.1566,
|
| 513 |
+
"step": 16800
|
| 514 |
+
},
|
| 515 |
+
{
|
| 516 |
+
"epoch": 0.59,
|
| 517 |
+
"learning_rate": 0.0005603365970155604,
|
| 518 |
+
"loss": 0.148,
|
| 519 |
+
"step": 17000
|
| 520 |
+
},
|
| 521 |
+
{
|
| 522 |
+
"epoch": 0.59,
|
| 523 |
+
"learning_rate": 0.0005601054400909981,
|
| 524 |
+
"loss": 0.153,
|
| 525 |
+
"step": 17200
|
| 526 |
+
},
|
| 527 |
+
{
|
| 528 |
+
"epoch": 0.6,
|
| 529 |
+
"learning_rate": 0.0005598728184863933,
|
| 530 |
+
"loss": 0.1551,
|
| 531 |
+
"step": 17400
|
| 532 |
+
},
|
| 533 |
+
{
|
| 534 |
+
"epoch": 0.61,
|
| 535 |
+
"learning_rate": 0.000559636396531194,
|
| 536 |
+
"loss": 0.1808,
|
| 537 |
+
"step": 17600
|
| 538 |
+
},
|
| 539 |
+
{
|
| 540 |
+
"epoch": 0.61,
|
| 541 |
+
"learning_rate": 0.0005593973388490791,
|
| 542 |
+
"loss": 0.1537,
|
| 543 |
+
"step": 17800
|
| 544 |
+
},
|
| 545 |
+
{
|
| 546 |
+
"epoch": 0.62,
|
| 547 |
+
"learning_rate": 0.0005591556477349764,
|
| 548 |
+
"loss": 0.1488,
|
| 549 |
+
"step": 18000
|
| 550 |
+
},
|
| 551 |
+
{
|
| 552 |
+
"epoch": 0.63,
|
| 553 |
+
"learning_rate": 0.0005589113255090943,
|
| 554 |
+
"loss": 0.1632,
|
| 555 |
+
"step": 18200
|
| 556 |
+
},
|
| 557 |
+
{
|
| 558 |
+
"epoch": 0.64,
|
| 559 |
+
"learning_rate": 0.0005586643745168998,
|
| 560 |
+
"loss": 0.1595,
|
| 561 |
+
"step": 18400
|
| 562 |
+
},
|
| 563 |
+
{
|
| 564 |
+
"epoch": 0.64,
|
| 565 |
+
"learning_rate": 0.0005584147971290952,
|
| 566 |
+
"loss": 0.1692,
|
| 567 |
+
"step": 18600
|
| 568 |
+
},
|
| 569 |
+
{
|
| 570 |
+
"epoch": 0.65,
|
| 571 |
+
"learning_rate": 0.0005581625957415966,
|
| 572 |
+
"loss": 0.1454,
|
| 573 |
+
"step": 18800
|
| 574 |
+
},
|
| 575 |
+
{
|
| 576 |
+
"epoch": 0.66,
|
| 577 |
+
"learning_rate": 0.0005579077727755101,
|
| 578 |
+
"loss": 0.1608,
|
| 579 |
+
"step": 19000
|
| 580 |
+
},
|
| 581 |
+
{
|
| 582 |
+
"epoch": 0.66,
|
| 583 |
+
"learning_rate": 0.0005576503306771081,
|
| 584 |
+
"loss": 0.1506,
|
| 585 |
+
"step": 19200
|
| 586 |
+
},
|
| 587 |
+
{
|
| 588 |
+
"epoch": 0.67,
|
| 589 |
+
"learning_rate": 0.0005573915787164281,
|
| 590 |
+
"loss": 0.1639,
|
| 591 |
+
"step": 19400
|
| 592 |
+
},
|
| 593 |
+
{
|
| 594 |
+
"epoch": 0.68,
|
| 595 |
+
"learning_rate": 0.000557128918857334,
|
| 596 |
+
"loss": 0.1463,
|
| 597 |
+
"step": 19600
|
| 598 |
+
},
|
| 599 |
+
{
|
| 600 |
+
"epoch": 0.68,
|
| 601 |
+
"learning_rate": 0.0005568636473428375,
|
| 602 |
+
"loss": 0.159,
|
| 603 |
+
"step": 19800
|
| 604 |
+
},
|
| 605 |
+
{
|
| 606 |
+
"epoch": 0.69,
|
| 607 |
+
"learning_rate": 0.0005565957667195164,
|
| 608 |
+
"loss": 0.1792,
|
| 609 |
+
"step": 20000
|
| 610 |
+
},
|
| 611 |
+
{
|
| 612 |
+
"epoch": 0.7,
|
| 613 |
+
"learning_rate": 0.0005563252795589956,
|
| 614 |
+
"loss": 0.1512,
|
| 615 |
+
"step": 20200
|
| 616 |
+
},
|
| 617 |
+
{
|
| 618 |
+
"epoch": 0.7,
|
| 619 |
+
"learning_rate": 0.0005560521884579225,
|
| 620 |
+
"loss": 0.1604,
|
| 621 |
+
"step": 20400
|
| 622 |
+
},
|
| 623 |
+
{
|
| 624 |
+
"epoch": 0.71,
|
| 625 |
+
"learning_rate": 0.000555776496037942,
|
| 626 |
+
"loss": 0.1563,
|
| 627 |
+
"step": 20600
|
| 628 |
+
},
|
| 629 |
+
{
|
| 630 |
+
"epoch": 0.72,
|
| 631 |
+
"learning_rate": 0.0005554982049456713,
|
| 632 |
+
"loss": 0.1598,
|
| 633 |
+
"step": 20800
|
| 634 |
+
},
|
| 635 |
+
{
|
| 636 |
+
"epoch": 0.72,
|
| 637 |
+
"learning_rate": 0.0005552173178526746,
|
| 638 |
+
"loss": 0.1429,
|
| 639 |
+
"step": 21000
|
| 640 |
+
},
|
| 641 |
+
{
|
| 642 |
+
"epoch": 0.73,
|
| 643 |
+
"learning_rate": 0.0005549338374554378,
|
| 644 |
+
"loss": 0.1544,
|
| 645 |
+
"step": 21200
|
| 646 |
+
},
|
| 647 |
+
{
|
| 648 |
+
"epoch": 0.74,
|
| 649 |
+
"learning_rate": 0.0005546477664753415,
|
| 650 |
+
"loss": 0.1435,
|
| 651 |
+
"step": 21400
|
| 652 |
+
},
|
| 653 |
+
{
|
| 654 |
+
"epoch": 0.75,
|
| 655 |
+
"learning_rate": 0.00055436055738539,
|
| 656 |
+
"loss": 0.1562,
|
| 657 |
+
"step": 21600
|
| 658 |
+
},
|
| 659 |
+
{
|
| 660 |
+
"epoch": 0.75,
|
| 661 |
+
"learning_rate": 0.0005540693264215625,
|
| 662 |
+
"loss": 0.1501,
|
| 663 |
+
"step": 21800
|
| 664 |
+
},
|
| 665 |
+
{
|
| 666 |
+
"epoch": 0.76,
|
| 667 |
+
"learning_rate": 0.0005537755131740878,
|
| 668 |
+
"loss": 0.1511,
|
| 669 |
+
"step": 22000
|
| 670 |
+
},
|
| 671 |
+
{
|
| 672 |
+
"epoch": 0.77,
|
| 673 |
+
"learning_rate": 0.0005534791204635411,
|
| 674 |
+
"loss": 0.1456,
|
| 675 |
+
"step": 22200
|
| 676 |
+
},
|
| 677 |
+
{
|
| 678 |
+
"epoch": 0.77,
|
| 679 |
+
"learning_rate": 0.0005531801511352604,
|
| 680 |
+
"loss": 0.1507,
|
| 681 |
+
"step": 22400
|
| 682 |
+
},
|
| 683 |
+
{
|
| 684 |
+
"epoch": 0.78,
|
| 685 |
+
"learning_rate": 0.0005528786080593183,
|
| 686 |
+
"loss": 0.1477,
|
| 687 |
+
"step": 22600
|
| 688 |
+
},
|
| 689 |
+
{
|
| 690 |
+
"epoch": 0.79,
|
| 691 |
+
"learning_rate": 0.000552574494130496,
|
| 692 |
+
"loss": 0.1507,
|
| 693 |
+
"step": 22800
|
| 694 |
+
},
|
| 695 |
+
{
|
| 696 |
+
"epoch": 0.79,
|
| 697 |
+
"learning_rate": 0.000552267812268254,
|
| 698 |
+
"loss": 0.1494,
|
| 699 |
+
"step": 23000
|
| 700 |
+
},
|
| 701 |
+
{
|
| 702 |
+
"epoch": 0.8,
|
| 703 |
+
"learning_rate": 0.0005519585654167048,
|
| 704 |
+
"loss": 0.1489,
|
| 705 |
+
"step": 23200
|
| 706 |
+
},
|
| 707 |
+
{
|
| 708 |
+
"epoch": 0.81,
|
| 709 |
+
"learning_rate": 0.0005516467565445848,
|
| 710 |
+
"loss": 0.1495,
|
| 711 |
+
"step": 23400
|
| 712 |
+
},
|
| 713 |
+
{
|
| 714 |
+
"epoch": 0.81,
|
| 715 |
+
"learning_rate": 0.0005513323886452253,
|
| 716 |
+
"loss": 0.1467,
|
| 717 |
+
"step": 23600
|
| 718 |
+
},
|
| 719 |
+
{
|
| 720 |
+
"epoch": 0.82,
|
| 721 |
+
"learning_rate": 0.0005510154647365238,
|
| 722 |
+
"loss": 0.1465,
|
| 723 |
+
"step": 23800
|
| 724 |
+
},
|
| 725 |
+
{
|
| 726 |
+
"epoch": 0.83,
|
| 727 |
+
"learning_rate": 0.0005506975915907354,
|
| 728 |
+
"loss": 0.1725,
|
| 729 |
+
"step": 24000
|
| 730 |
+
},
|
| 731 |
+
{
|
| 732 |
+
"epoch": 0.84,
|
| 733 |
+
"learning_rate": 0.0005503755775569938,
|
| 734 |
+
"loss": 0.1604,
|
| 735 |
+
"step": 24200
|
| 736 |
+
},
|
| 737 |
+
{
|
| 738 |
+
"epoch": 0.84,
|
| 739 |
+
"learning_rate": 0.0005500510166991929,
|
| 740 |
+
"loss": 0.1492,
|
| 741 |
+
"step": 24400
|
| 742 |
+
},
|
| 743 |
+
{
|
| 744 |
+
"epoch": 0.85,
|
| 745 |
+
"learning_rate": 0.0005497239121330815,
|
| 746 |
+
"loss": 0.1446,
|
| 747 |
+
"step": 24600
|
| 748 |
+
},
|
| 749 |
+
{
|
| 750 |
+
"epoch": 0.86,
|
| 751 |
+
"learning_rate": 0.0005493942669988278,
|
| 752 |
+
"loss": 0.1492,
|
| 753 |
+
"step": 24800
|
| 754 |
+
},
|
| 755 |
+
{
|
| 756 |
+
"epoch": 0.86,
|
| 757 |
+
"learning_rate": 0.0005490620844609896,
|
| 758 |
+
"loss": 0.152,
|
| 759 |
+
"step": 25000
|
| 760 |
+
},
|
| 761 |
+
{
|
| 762 |
+
"epoch": 0.87,
|
| 763 |
+
"learning_rate": 0.0005487273677084831,
|
| 764 |
+
"loss": 0.1601,
|
| 765 |
+
"step": 25200
|
| 766 |
+
},
|
| 767 |
+
{
|
| 768 |
+
"epoch": 0.88,
|
| 769 |
+
"learning_rate": 0.0005483901199545525,
|
| 770 |
+
"loss": 0.1432,
|
| 771 |
+
"step": 25400
|
| 772 |
+
},
|
| 773 |
+
{
|
| 774 |
+
"epoch": 0.88,
|
| 775 |
+
"learning_rate": 0.0005480503444367399,
|
| 776 |
+
"loss": 0.153,
|
| 777 |
+
"step": 25600
|
| 778 |
+
},
|
| 779 |
+
{
|
| 780 |
+
"epoch": 0.89,
|
| 781 |
+
"learning_rate": 0.0005477080444168533,
|
| 782 |
+
"loss": 0.1446,
|
| 783 |
+
"step": 25800
|
| 784 |
+
},
|
| 785 |
+
{
|
| 786 |
+
"epoch": 0.9,
|
| 787 |
+
"learning_rate": 0.0005473649535531743,
|
| 788 |
+
"loss": 0.1543,
|
| 789 |
+
"step": 26000
|
| 790 |
+
},
|
| 791 |
+
{
|
| 792 |
+
"epoch": 0.9,
|
| 793 |
+
"learning_rate": 0.0005470176269927267,
|
| 794 |
+
"loss": 0.1652,
|
| 795 |
+
"step": 26200
|
| 796 |
+
},
|
| 797 |
+
{
|
| 798 |
+
"epoch": 0.91,
|
| 799 |
+
"learning_rate": 0.0005466677858441803,
|
| 800 |
+
"loss": 0.1463,
|
| 801 |
+
"step": 26400
|
| 802 |
+
},
|
| 803 |
+
{
|
| 804 |
+
"epoch": 0.92,
|
| 805 |
+
"learning_rate": 0.0005463154334659722,
|
| 806 |
+
"loss": 0.152,
|
| 807 |
+
"step": 26600
|
| 808 |
+
},
|
| 809 |
+
{
|
| 810 |
+
"epoch": 0.93,
|
| 811 |
+
"learning_rate": 0.0005459605732406469,
|
| 812 |
+
"loss": 0.1572,
|
| 813 |
+
"step": 26800
|
| 814 |
+
},
|
| 815 |
+
{
|
| 816 |
+
"epoch": 0.93,
|
| 817 |
+
"learning_rate": 0.0005456032085748239,
|
| 818 |
+
"loss": 0.1439,
|
| 819 |
+
"step": 27000
|
| 820 |
+
},
|
| 821 |
+
{
|
| 822 |
+
"epoch": 0.94,
|
| 823 |
+
"learning_rate": 0.0005452433428991655,
|
| 824 |
+
"loss": 0.1483,
|
| 825 |
+
"step": 27200
|
| 826 |
+
},
|
| 827 |
+
{
|
| 828 |
+
"epoch": 0.95,
|
| 829 |
+
"learning_rate": 0.000544880979668343,
|
| 830 |
+
"loss": 0.1633,
|
| 831 |
+
"step": 27400
|
| 832 |
+
},
|
| 833 |
+
{
|
| 834 |
+
"epoch": 0.95,
|
| 835 |
+
"learning_rate": 0.0005445161223610037,
|
| 836 |
+
"loss": 0.1559,
|
| 837 |
+
"step": 27600
|
| 838 |
+
},
|
| 839 |
+
{
|
| 840 |
+
"epoch": 0.96,
|
| 841 |
+
"learning_rate": 0.0005441487744797385,
|
| 842 |
+
"loss": 0.1582,
|
| 843 |
+
"step": 27800
|
| 844 |
+
},
|
| 845 |
+
{
|
| 846 |
+
"epoch": 0.97,
|
| 847 |
+
"learning_rate": 0.000543778939551047,
|
| 848 |
+
"loss": 0.1607,
|
| 849 |
+
"step": 28000
|
| 850 |
+
},
|
| 851 |
+
{
|
| 852 |
+
"epoch": 0.97,
|
| 853 |
+
"learning_rate": 0.0005434084888892294,
|
| 854 |
+
"loss": 0.1444,
|
| 855 |
+
"step": 28200
|
| 856 |
+
},
|
| 857 |
+
{
|
| 858 |
+
"epoch": 0.98,
|
| 859 |
+
"learning_rate": 0.0005430337029313361,
|
| 860 |
+
"loss": 0.1411,
|
| 861 |
+
"step": 28400
|
| 862 |
+
},
|
| 863 |
+
{
|
| 864 |
+
"epoch": 0.99,
|
| 865 |
+
"learning_rate": 0.0005426564406305822,
|
| 866 |
+
"loss": 0.145,
|
| 867 |
+
"step": 28600
|
| 868 |
+
},
|
| 869 |
+
{
|
| 870 |
+
"epoch": 0.99,
|
| 871 |
+
"learning_rate": 0.0005422767056086448,
|
| 872 |
+
"loss": 0.1543,
|
| 873 |
+
"step": 28800
|
| 874 |
+
},
|
| 875 |
+
{
|
| 876 |
+
"epoch": 1.0,
|
| 877 |
+
"eval_accuracy": 0.9266715807717144,
|
| 878 |
+
"eval_auc": 0.8547374969101048,
|
| 879 |
+
"eval_f1": 0.3476562916154915,
|
| 880 |
+
"eval_loss": 0.36462366580963135,
|
| 881 |
+
"eval_precision": 0.22375778821030992,
|
| 882 |
+
"eval_recall": 0.7790042059793111,
|
| 883 |
+
"eval_runtime": 1778.9025,
|
| 884 |
+
"eval_samples_per_second": 24.978,
|
| 885 |
+
"eval_steps_per_second": 4.163,
|
| 886 |
+
"step": 28970
|
| 887 |
+
}
|
| 888 |
+
],
|
| 889 |
+
"logging_steps": 200,
|
| 890 |
+
"max_steps": 202790,
|
| 891 |
+
"num_train_epochs": 7,
|
| 892 |
+
"save_steps": 500,
|
| 893 |
+
"total_flos": 3.4755022197e+16,
|
| 894 |
+
"trial_name": null,
|
| 895 |
+
"trial_params": null
|
| 896 |
+
}
|
training_args (5).bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:aabfc585a5b018aaa712111ce2f054ea567fe971ffe6acd839649a028f2c23bf
|
| 3 |
+
size 4091
|
vocab (8).txt
ADDED
|
@@ -0,0 +1,33 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
<cls>
|
| 2 |
+
<pad>
|
| 3 |
+
<eos>
|
| 4 |
+
<unk>
|
| 5 |
+
L
|
| 6 |
+
A
|
| 7 |
+
G
|
| 8 |
+
V
|
| 9 |
+
S
|
| 10 |
+
E
|
| 11 |
+
R
|
| 12 |
+
T
|
| 13 |
+
I
|
| 14 |
+
D
|
| 15 |
+
P
|
| 16 |
+
K
|
| 17 |
+
Q
|
| 18 |
+
N
|
| 19 |
+
F
|
| 20 |
+
Y
|
| 21 |
+
M
|
| 22 |
+
H
|
| 23 |
+
W
|
| 24 |
+
C
|
| 25 |
+
X
|
| 26 |
+
B
|
| 27 |
+
U
|
| 28 |
+
Z
|
| 29 |
+
O
|
| 30 |
+
.
|
| 31 |
+
-
|
| 32 |
+
<null_1>
|
| 33 |
+
<mask>
|