nancyH commited on
Commit
0851ef3
·
verified ·
1 Parent(s): 54a6925

Upload folder using huggingface_hub

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. .gitattributes +2 -0
  2. EXC/len2_3072/lr1e-5_wd0.01_wr0.03_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.03_ep10_seed42/eval_results.json +1 -0
  3. EXC/len2_3072/lr1e-5_wd0.01_wr0.03_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.03_ep6_seed42/eval_results.json +1 -0
  4. EXC/len2_3072/lr1e-5_wd0.01_wr0.03_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.03_ep8_seed42/eval_results.json +1 -0
  5. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/config.json +27 -0
  6. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/model.safetensors +3 -0
  7. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/optimizer.pt +3 -0
  8. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/rng_state.pth +3 -0
  9. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/scheduler.pt +3 -0
  10. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/special_tokens_map.json +7 -0
  11. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/tokenizer.json +0 -0
  12. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/tokenizer_config.json +15 -0
  13. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/trainer_state.json +961 -0
  14. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/training_args.bin +3 -0
  15. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.06_ep10_seed42/eval_results.json +1 -0
  16. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.06_ep6_seed42/eval_results.json +1 -0
  17. EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.06_ep8_seed42/eval_results.json +1 -0
  18. EXC/len2_3072/lr1e-5_wd0.01_wr0.10_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.10_ep10_seed42/eval_results.json +1 -0
  19. EXC/len2_3072/lr1e-5_wd0.01_wr0.10_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.10_ep6_seed42/eval_results.json +1 -0
  20. EXC/len2_3072/lr1e-5_wd0.01_wr0.10_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.10_ep8_seed42/eval_results.json +1 -0
  21. EXC/len2_3072/lr1e-5_wd0.05_wr0.03_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.03_ep10_seed42/eval_results.json +1 -0
  22. EXC/len2_3072/lr1e-5_wd0.05_wr0.03_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.03_ep6_seed42/eval_results.json +1 -0
  23. EXC/len2_3072/lr1e-5_wd0.05_wr0.03_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.03_ep8_seed42/eval_results.json +1 -0
  24. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.06_ep10_seed42/eval_results.json +1 -0
  25. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.06_ep6_seed42/eval_results.json +1 -0
  26. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/config.json +27 -0
  27. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/model.safetensors +3 -0
  28. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/optimizer.pt +3 -0
  29. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/rng_state.pth +3 -0
  30. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/scheduler.pt +3 -0
  31. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/special_tokens_map.json +7 -0
  32. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/tokenizer.json +0 -0
  33. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/tokenizer_config.json +15 -0
  34. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/trainer_state.json +961 -0
  35. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/training_args.bin +3 -0
  36. EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.06_ep8_seed42/eval_results.json +1 -0
  37. EXC/len2_3072/lr1e-5_wd0.05_wr0.10_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.10_ep10_seed42/eval_results.json +1 -0
  38. EXC/len2_3072/lr1e-5_wd0.05_wr0.10_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.10_ep6_seed42/eval_results.json +1 -0
  39. EXC/len2_3072/lr1e-5_wd0.05_wr0.10_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.10_ep8_seed42/eval_results.json +1 -0
  40. EXC/len2_3072/lr1e-5_wd0.0_wr0.03_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.03_ep10_seed42/eval_results.json +1 -0
  41. EXC/len2_3072/lr1e-5_wd0.0_wr0.03_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.03_ep6_seed42/eval_results.json +1 -0
  42. EXC/len2_3072/lr1e-5_wd0.0_wr0.03_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.03_ep8_seed42/eval_results.json +1 -0
  43. EXC/len2_3072/lr1e-5_wd0.0_wr0.06_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.06_ep10_seed42/eval_results.json +1 -0
  44. EXC/len2_3072/lr1e-5_wd0.0_wr0.06_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.06_ep6_seed42/eval_results.json +1 -0
  45. EXC/len2_3072/lr1e-5_wd0.0_wr0.06_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.06_ep8_seed42/eval_results.json +1 -0
  46. EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/config.json +27 -0
  47. EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/model.safetensors +3 -0
  48. EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/optimizer.pt +3 -0
  49. EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/rng_state.pth +3 -0
  50. EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/scheduler.pt +3 -0
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ super_binary_tune_3072_gpu5.log filter=lfs diff=lfs merge=lfs -text
37
+ super_binary_tune_3072_gpu5_v2.log filter=lfs diff=lfs merge=lfs -text
EXC/len2_3072/lr1e-5_wd0.01_wr0.03_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.03_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6178473234176636, "eval_accuracy": 0.663172133919513, "eval_f1": 0.6496316443912218, "eval_matthews_correlation": 0.29935397381737294, "eval_precision": 0.6491809348546145, "eval_recall": 0.6501746884204495, "eval_runtime": 26.6799, "eval_samples_per_second": 1440.823, "eval_steps_per_second": 11.282, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.03_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.03_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6081615686416626, "eval_accuracy": 0.672250982024401, "eval_f1": 0.650826607955981, "eval_matthews_correlation": 0.30430116531411755, "eval_precision": 0.6556507960451163, "eval_recall": 0.6487290806798853, "eval_runtime": 21.2705, "eval_samples_per_second": 1807.249, "eval_steps_per_second": 14.151, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.03_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.03_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6351748704910278, "eval_accuracy": 0.6623657032855544, "eval_f1": 0.6519756439575786, "eval_matthews_correlation": 0.3053418860572037, "eval_precision": 0.6509430797262692, "eval_recall": 0.6544185853867015, "eval_runtime": 22.0743, "eval_samples_per_second": 1741.435, "eval_steps_per_second": 13.636, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/config.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/home/n5huang/dna_token/pretrain/models/len2_3072/checkpoint-100000",
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": 768,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 3072,
13
+ "layer_norm_eps": 1e-12,
14
+ "max_length": 512,
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": "4.35.2",
24
+ "type_vocab_size": 2,
25
+ "use_cache": true,
26
+ "vocab_size": 3072
27
+ }
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f384c42f6b34781334dd0ee6a7b230774f3ad5c085a0c47fb2ae122a6beef593
3
+ size 353632152
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:eeb3767a5e40dd97969021fa20767b361be9c4618ffc4396035809393a5a7bc2
3
+ size 707385995
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b7a0ca6d9c03ca6cd21dacb7fbc3af34a636617c1d1ce5e8095e429ca7da8fbd
3
+ size 14645
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:feeb0288e2a148e2562ef3fce3ddc09a85dc5e469890aad408b74813b4638e83
3
+ size 1465
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/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
+ }
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/tokenizer_config.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {},
3
+ "cache_dir": null,
4
+ "clean_up_tokenization_spaces": true,
5
+ "cls_token": "[CLS]",
6
+ "mask_token": "[MASK]",
7
+ "model_max_length": 200,
8
+ "pad_token": "[PAD]",
9
+ "padding_side": "right",
10
+ "sep_token": "[SEP]",
11
+ "tokenizer_class": "PreTrainedTokenizerFast",
12
+ "trust_remote_code": true,
13
+ "unk_token": "[UNK]",
14
+ "use_fast": true
15
+ }
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/trainer_state.json ADDED
@@ -0,0 +1,961 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.6707499651450133,
3
+ "best_model_checkpoint": "/home/n5huang/dna_token/Finetune-species/super_binary_out_tune_1gpu_3072/EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418",
4
+ "epoch": 6.0,
5
+ "eval_steps": 100,
6
+ "global_step": 14418,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.04,
13
+ "learning_rate": 6.934812760055479e-07,
14
+ "loss": 0.6906,
15
+ "step": 100
16
+ },
17
+ {
18
+ "epoch": 0.08,
19
+ "learning_rate": 1.3869625520110958e-06,
20
+ "loss": 0.6709,
21
+ "step": 200
22
+ },
23
+ {
24
+ "epoch": 0.12,
25
+ "learning_rate": 2.0804438280166435e-06,
26
+ "loss": 0.6667,
27
+ "step": 300
28
+ },
29
+ {
30
+ "epoch": 0.17,
31
+ "learning_rate": 2.7739251040221917e-06,
32
+ "loss": 0.6581,
33
+ "step": 400
34
+ },
35
+ {
36
+ "epoch": 0.21,
37
+ "learning_rate": 3.46740638002774e-06,
38
+ "loss": 0.6526,
39
+ "step": 500
40
+ },
41
+ {
42
+ "epoch": 0.25,
43
+ "learning_rate": 4.160887656033287e-06,
44
+ "loss": 0.654,
45
+ "step": 600
46
+ },
47
+ {
48
+ "epoch": 0.29,
49
+ "learning_rate": 4.854368932038836e-06,
50
+ "loss": 0.6472,
51
+ "step": 700
52
+ },
53
+ {
54
+ "epoch": 0.33,
55
+ "learning_rate": 5.547850208044383e-06,
56
+ "loss": 0.6395,
57
+ "step": 800
58
+ },
59
+ {
60
+ "epoch": 0.37,
61
+ "learning_rate": 6.24133148404993e-06,
62
+ "loss": 0.6426,
63
+ "step": 900
64
+ },
65
+ {
66
+ "epoch": 0.42,
67
+ "learning_rate": 6.93481276005548e-06,
68
+ "loss": 0.6422,
69
+ "step": 1000
70
+ },
71
+ {
72
+ "epoch": 0.46,
73
+ "learning_rate": 7.628294036061027e-06,
74
+ "loss": 0.6363,
75
+ "step": 1100
76
+ },
77
+ {
78
+ "epoch": 0.5,
79
+ "learning_rate": 8.321775312066574e-06,
80
+ "loss": 0.6389,
81
+ "step": 1200
82
+ },
83
+ {
84
+ "epoch": 0.54,
85
+ "learning_rate": 9.015256588072124e-06,
86
+ "loss": 0.6314,
87
+ "step": 1300
88
+ },
89
+ {
90
+ "epoch": 0.58,
91
+ "learning_rate": 9.708737864077671e-06,
92
+ "loss": 0.632,
93
+ "step": 1400
94
+ },
95
+ {
96
+ "epoch": 0.62,
97
+ "learning_rate": 9.974322649194264e-06,
98
+ "loss": 0.6355,
99
+ "step": 1500
100
+ },
101
+ {
102
+ "epoch": 0.67,
103
+ "learning_rate": 9.930051354701612e-06,
104
+ "loss": 0.6311,
105
+ "step": 1600
106
+ },
107
+ {
108
+ "epoch": 0.71,
109
+ "learning_rate": 9.885780060208962e-06,
110
+ "loss": 0.6249,
111
+ "step": 1700
112
+ },
113
+ {
114
+ "epoch": 0.75,
115
+ "learning_rate": 9.84150876571631e-06,
116
+ "loss": 0.624,
117
+ "step": 1800
118
+ },
119
+ {
120
+ "epoch": 0.79,
121
+ "learning_rate": 9.797237471223659e-06,
122
+ "loss": 0.6267,
123
+ "step": 1900
124
+ },
125
+ {
126
+ "epoch": 0.83,
127
+ "learning_rate": 9.752966176731009e-06,
128
+ "loss": 0.612,
129
+ "step": 2000
130
+ },
131
+ {
132
+ "epoch": 0.87,
133
+ "learning_rate": 9.708694882238358e-06,
134
+ "loss": 0.623,
135
+ "step": 2100
136
+ },
137
+ {
138
+ "epoch": 0.92,
139
+ "learning_rate": 9.664423587745706e-06,
140
+ "loss": 0.6229,
141
+ "step": 2200
142
+ },
143
+ {
144
+ "epoch": 0.96,
145
+ "learning_rate": 9.620152293253056e-06,
146
+ "loss": 0.6218,
147
+ "step": 2300
148
+ },
149
+ {
150
+ "epoch": 1.0,
151
+ "learning_rate": 9.575880998760403e-06,
152
+ "loss": 0.6148,
153
+ "step": 2400
154
+ },
155
+ {
156
+ "epoch": 1.0,
157
+ "eval_accuracy": 0.6617413698915221,
158
+ "eval_f1": 0.625381396050946,
159
+ "eval_loss": 0.6078959703445435,
160
+ "eval_matthews_correlation": 0.2657819752253823,
161
+ "eval_precision": 0.6426361126509434,
162
+ "eval_recall": 0.6238116649455647,
163
+ "eval_runtime": 23.2922,
164
+ "eval_samples_per_second": 1650.378,
165
+ "eval_steps_per_second": 12.923,
166
+ "step": 2403
167
+ },
168
+ {
169
+ "epoch": 1.04,
170
+ "learning_rate": 9.531609704267753e-06,
171
+ "loss": 0.6099,
172
+ "step": 2500
173
+ },
174
+ {
175
+ "epoch": 1.08,
176
+ "learning_rate": 9.487338409775103e-06,
177
+ "loss": 0.6078,
178
+ "step": 2600
179
+ },
180
+ {
181
+ "epoch": 1.12,
182
+ "learning_rate": 9.443067115282452e-06,
183
+ "loss": 0.6086,
184
+ "step": 2700
185
+ },
186
+ {
187
+ "epoch": 1.17,
188
+ "learning_rate": 9.398795820789802e-06,
189
+ "loss": 0.6043,
190
+ "step": 2800
191
+ },
192
+ {
193
+ "epoch": 1.21,
194
+ "learning_rate": 9.35452452629715e-06,
195
+ "loss": 0.6084,
196
+ "step": 2900
197
+ },
198
+ {
199
+ "epoch": 1.25,
200
+ "learning_rate": 9.310253231804499e-06,
201
+ "loss": 0.607,
202
+ "step": 3000
203
+ },
204
+ {
205
+ "epoch": 1.29,
206
+ "learning_rate": 9.265981937311847e-06,
207
+ "loss": 0.6049,
208
+ "step": 3100
209
+ },
210
+ {
211
+ "epoch": 1.33,
212
+ "learning_rate": 9.221710642819196e-06,
213
+ "loss": 0.5999,
214
+ "step": 3200
215
+ },
216
+ {
217
+ "epoch": 1.37,
218
+ "learning_rate": 9.177439348326546e-06,
219
+ "loss": 0.6054,
220
+ "step": 3300
221
+ },
222
+ {
223
+ "epoch": 1.41,
224
+ "learning_rate": 9.133168053833896e-06,
225
+ "loss": 0.5965,
226
+ "step": 3400
227
+ },
228
+ {
229
+ "epoch": 1.46,
230
+ "learning_rate": 9.088896759341243e-06,
231
+ "loss": 0.6064,
232
+ "step": 3500
233
+ },
234
+ {
235
+ "epoch": 1.5,
236
+ "learning_rate": 9.044625464848593e-06,
237
+ "loss": 0.6093,
238
+ "step": 3600
239
+ },
240
+ {
241
+ "epoch": 1.54,
242
+ "learning_rate": 9.000354170355941e-06,
243
+ "loss": 0.6044,
244
+ "step": 3700
245
+ },
246
+ {
247
+ "epoch": 1.58,
248
+ "learning_rate": 8.95608287586329e-06,
249
+ "loss": 0.6022,
250
+ "step": 3800
251
+ },
252
+ {
253
+ "epoch": 1.62,
254
+ "learning_rate": 8.91181158137064e-06,
255
+ "loss": 0.6043,
256
+ "step": 3900
257
+ },
258
+ {
259
+ "epoch": 1.66,
260
+ "learning_rate": 8.86754028687799e-06,
261
+ "loss": 0.6009,
262
+ "step": 4000
263
+ },
264
+ {
265
+ "epoch": 1.71,
266
+ "learning_rate": 8.823268992385337e-06,
267
+ "loss": 0.6057,
268
+ "step": 4100
269
+ },
270
+ {
271
+ "epoch": 1.75,
272
+ "learning_rate": 8.778997697892687e-06,
273
+ "loss": 0.5978,
274
+ "step": 4200
275
+ },
276
+ {
277
+ "epoch": 1.79,
278
+ "learning_rate": 8.734726403400036e-06,
279
+ "loss": 0.6022,
280
+ "step": 4300
281
+ },
282
+ {
283
+ "epoch": 1.83,
284
+ "learning_rate": 8.690455108907386e-06,
285
+ "loss": 0.5945,
286
+ "step": 4400
287
+ },
288
+ {
289
+ "epoch": 1.87,
290
+ "learning_rate": 8.646183814414734e-06,
291
+ "loss": 0.601,
292
+ "step": 4500
293
+ },
294
+ {
295
+ "epoch": 1.91,
296
+ "learning_rate": 8.601912519922083e-06,
297
+ "loss": 0.6051,
298
+ "step": 4600
299
+ },
300
+ {
301
+ "epoch": 1.96,
302
+ "learning_rate": 8.557641225429433e-06,
303
+ "loss": 0.5986,
304
+ "step": 4700
305
+ },
306
+ {
307
+ "epoch": 2.0,
308
+ "learning_rate": 8.51336993093678e-06,
309
+ "loss": 0.5895,
310
+ "step": 4800
311
+ },
312
+ {
313
+ "epoch": 2.0,
314
+ "eval_accuracy": 0.6756327879087433,
315
+ "eval_f1": 0.6517439082900512,
316
+ "eval_loss": 0.5998880863189697,
317
+ "eval_matthews_correlation": 0.30735273006946745,
318
+ "eval_precision": 0.6582144798629759,
319
+ "eval_recall": 0.6492684183567907,
320
+ "eval_runtime": 23.0561,
321
+ "eval_samples_per_second": 1667.279,
322
+ "eval_steps_per_second": 13.055,
323
+ "step": 4806
324
+ },
325
+ {
326
+ "epoch": 2.04,
327
+ "learning_rate": 8.46909863644413e-06,
328
+ "loss": 0.5826,
329
+ "step": 4900
330
+ },
331
+ {
332
+ "epoch": 2.08,
333
+ "learning_rate": 8.42482734195148e-06,
334
+ "loss": 0.591,
335
+ "step": 5000
336
+ },
337
+ {
338
+ "epoch": 2.12,
339
+ "learning_rate": 8.38055604745883e-06,
340
+ "loss": 0.5801,
341
+ "step": 5100
342
+ },
343
+ {
344
+ "epoch": 2.16,
345
+ "learning_rate": 8.336284752966177e-06,
346
+ "loss": 0.5769,
347
+ "step": 5200
348
+ },
349
+ {
350
+ "epoch": 2.21,
351
+ "learning_rate": 8.292013458473527e-06,
352
+ "loss": 0.5786,
353
+ "step": 5300
354
+ },
355
+ {
356
+ "epoch": 2.25,
357
+ "learning_rate": 8.247742163980875e-06,
358
+ "loss": 0.5863,
359
+ "step": 5400
360
+ },
361
+ {
362
+ "epoch": 2.29,
363
+ "learning_rate": 8.203470869488224e-06,
364
+ "loss": 0.5793,
365
+ "step": 5500
366
+ },
367
+ {
368
+ "epoch": 2.33,
369
+ "learning_rate": 8.159199574995574e-06,
370
+ "loss": 0.584,
371
+ "step": 5600
372
+ },
373
+ {
374
+ "epoch": 2.37,
375
+ "learning_rate": 8.114928280502923e-06,
376
+ "loss": 0.5804,
377
+ "step": 5700
378
+ },
379
+ {
380
+ "epoch": 2.41,
381
+ "learning_rate": 8.070656986010271e-06,
382
+ "loss": 0.5844,
383
+ "step": 5800
384
+ },
385
+ {
386
+ "epoch": 2.46,
387
+ "learning_rate": 8.02638569151762e-06,
388
+ "loss": 0.5859,
389
+ "step": 5900
390
+ },
391
+ {
392
+ "epoch": 2.5,
393
+ "learning_rate": 7.982114397024969e-06,
394
+ "loss": 0.5858,
395
+ "step": 6000
396
+ },
397
+ {
398
+ "epoch": 2.54,
399
+ "learning_rate": 7.937843102532318e-06,
400
+ "loss": 0.5807,
401
+ "step": 6100
402
+ },
403
+ {
404
+ "epoch": 2.58,
405
+ "learning_rate": 7.894014520984595e-06,
406
+ "loss": 0.5845,
407
+ "step": 6200
408
+ },
409
+ {
410
+ "epoch": 2.62,
411
+ "learning_rate": 7.849743226491944e-06,
412
+ "loss": 0.5836,
413
+ "step": 6300
414
+ },
415
+ {
416
+ "epoch": 2.66,
417
+ "learning_rate": 7.805471931999292e-06,
418
+ "loss": 0.5729,
419
+ "step": 6400
420
+ },
421
+ {
422
+ "epoch": 2.7,
423
+ "learning_rate": 7.761200637506642e-06,
424
+ "loss": 0.5756,
425
+ "step": 6500
426
+ },
427
+ {
428
+ "epoch": 2.75,
429
+ "learning_rate": 7.71692934301399e-06,
430
+ "loss": 0.5746,
431
+ "step": 6600
432
+ },
433
+ {
434
+ "epoch": 2.79,
435
+ "learning_rate": 7.672658048521339e-06,
436
+ "loss": 0.5735,
437
+ "step": 6700
438
+ },
439
+ {
440
+ "epoch": 2.83,
441
+ "learning_rate": 7.628386754028688e-06,
442
+ "loss": 0.5764,
443
+ "step": 6800
444
+ },
445
+ {
446
+ "epoch": 2.87,
447
+ "learning_rate": 7.584115459536037e-06,
448
+ "loss": 0.5845,
449
+ "step": 6900
450
+ },
451
+ {
452
+ "epoch": 2.91,
453
+ "learning_rate": 7.539844165043386e-06,
454
+ "loss": 0.5833,
455
+ "step": 7000
456
+ },
457
+ {
458
+ "epoch": 2.95,
459
+ "learning_rate": 7.495572870550736e-06,
460
+ "loss": 0.5826,
461
+ "step": 7100
462
+ },
463
+ {
464
+ "epoch": 3.0,
465
+ "learning_rate": 7.451301576058084e-06,
466
+ "loss": 0.5809,
467
+ "step": 7200
468
+ },
469
+ {
470
+ "epoch": 3.0,
471
+ "eval_accuracy": 0.6780780937020369,
472
+ "eval_f1": 0.6487373780206568,
473
+ "eval_loss": 0.5931949615478516,
474
+ "eval_matthews_correlation": 0.30668433633331155,
475
+ "eval_precision": 0.661206003802502,
476
+ "eval_recall": 0.6458619405196494,
477
+ "eval_runtime": 23.2902,
478
+ "eval_samples_per_second": 1650.519,
479
+ "eval_steps_per_second": 12.924,
480
+ "step": 7209
481
+ },
482
+ {
483
+ "epoch": 3.04,
484
+ "learning_rate": 7.407030281565434e-06,
485
+ "loss": 0.5566,
486
+ "step": 7300
487
+ },
488
+ {
489
+ "epoch": 3.08,
490
+ "learning_rate": 7.362758987072783e-06,
491
+ "loss": 0.5556,
492
+ "step": 7400
493
+ },
494
+ {
495
+ "epoch": 3.12,
496
+ "learning_rate": 7.318487692580132e-06,
497
+ "loss": 0.5595,
498
+ "step": 7500
499
+ },
500
+ {
501
+ "epoch": 3.16,
502
+ "learning_rate": 7.27421639808748e-06,
503
+ "loss": 0.557,
504
+ "step": 7600
505
+ },
506
+ {
507
+ "epoch": 3.2,
508
+ "learning_rate": 7.2299451035948296e-06,
509
+ "loss": 0.5599,
510
+ "step": 7700
511
+ },
512
+ {
513
+ "epoch": 3.25,
514
+ "learning_rate": 7.185673809102178e-06,
515
+ "loss": 0.5505,
516
+ "step": 7800
517
+ },
518
+ {
519
+ "epoch": 3.29,
520
+ "learning_rate": 7.141402514609528e-06,
521
+ "loss": 0.5577,
522
+ "step": 7900
523
+ },
524
+ {
525
+ "epoch": 3.33,
526
+ "learning_rate": 7.0971312201168765e-06,
527
+ "loss": 0.5608,
528
+ "step": 8000
529
+ },
530
+ {
531
+ "epoch": 3.37,
532
+ "learning_rate": 7.052859925624226e-06,
533
+ "loss": 0.5561,
534
+ "step": 8100
535
+ },
536
+ {
537
+ "epoch": 3.41,
538
+ "learning_rate": 7.009031344076501e-06,
539
+ "loss": 0.556,
540
+ "step": 8200
541
+ },
542
+ {
543
+ "epoch": 3.45,
544
+ "learning_rate": 6.9647600495838505e-06,
545
+ "loss": 0.5593,
546
+ "step": 8300
547
+ },
548
+ {
549
+ "epoch": 3.5,
550
+ "learning_rate": 6.920488755091199e-06,
551
+ "loss": 0.5581,
552
+ "step": 8400
553
+ },
554
+ {
555
+ "epoch": 3.54,
556
+ "learning_rate": 6.876217460598549e-06,
557
+ "loss": 0.5599,
558
+ "step": 8500
559
+ },
560
+ {
561
+ "epoch": 3.58,
562
+ "learning_rate": 6.8319461661058975e-06,
563
+ "loss": 0.5548,
564
+ "step": 8600
565
+ },
566
+ {
567
+ "epoch": 3.62,
568
+ "learning_rate": 6.787674871613247e-06,
569
+ "loss": 0.5591,
570
+ "step": 8700
571
+ },
572
+ {
573
+ "epoch": 3.66,
574
+ "learning_rate": 6.743403577120595e-06,
575
+ "loss": 0.5646,
576
+ "step": 8800
577
+ },
578
+ {
579
+ "epoch": 3.7,
580
+ "learning_rate": 6.6991322826279444e-06,
581
+ "loss": 0.5555,
582
+ "step": 8900
583
+ },
584
+ {
585
+ "epoch": 3.75,
586
+ "learning_rate": 6.654860988135293e-06,
587
+ "loss": 0.5594,
588
+ "step": 9000
589
+ },
590
+ {
591
+ "epoch": 3.79,
592
+ "learning_rate": 6.610589693642643e-06,
593
+ "loss": 0.5588,
594
+ "step": 9100
595
+ },
596
+ {
597
+ "epoch": 3.83,
598
+ "learning_rate": 6.566318399149991e-06,
599
+ "loss": 0.5582,
600
+ "step": 9200
601
+ },
602
+ {
603
+ "epoch": 3.87,
604
+ "learning_rate": 6.522047104657341e-06,
605
+ "loss": 0.5581,
606
+ "step": 9300
607
+ },
608
+ {
609
+ "epoch": 3.91,
610
+ "learning_rate": 6.47777581016469e-06,
611
+ "loss": 0.561,
612
+ "step": 9400
613
+ },
614
+ {
615
+ "epoch": 3.95,
616
+ "learning_rate": 6.433504515672039e-06,
617
+ "loss": 0.5624,
618
+ "step": 9500
619
+ },
620
+ {
621
+ "epoch": 4.0,
622
+ "learning_rate": 6.389233221179387e-06,
623
+ "loss": 0.5597,
624
+ "step": 9600
625
+ },
626
+ {
627
+ "epoch": 4.0,
628
+ "eval_accuracy": 0.6898884004058167,
629
+ "eval_f1": 0.6598930398850054,
630
+ "eval_loss": 0.5905744433403015,
631
+ "eval_matthews_correlation": 0.3312815820267371,
632
+ "eval_precision": 0.6753522746800809,
633
+ "eval_recall": 0.656467155602009,
634
+ "eval_runtime": 22.4224,
635
+ "eval_samples_per_second": 1714.403,
636
+ "eval_steps_per_second": 13.424,
637
+ "step": 9612
638
+ },
639
+ {
640
+ "epoch": 4.04,
641
+ "learning_rate": 6.344961926686737e-06,
642
+ "loss": 0.5417,
643
+ "step": 9700
644
+ },
645
+ {
646
+ "epoch": 4.08,
647
+ "learning_rate": 6.300690632194086e-06,
648
+ "loss": 0.5321,
649
+ "step": 9800
650
+ },
651
+ {
652
+ "epoch": 4.12,
653
+ "learning_rate": 6.256419337701435e-06,
654
+ "loss": 0.5311,
655
+ "step": 9900
656
+ },
657
+ {
658
+ "epoch": 4.16,
659
+ "learning_rate": 6.212148043208784e-06,
660
+ "loss": 0.5333,
661
+ "step": 10000
662
+ },
663
+ {
664
+ "epoch": 4.2,
665
+ "learning_rate": 6.167876748716133e-06,
666
+ "loss": 0.5291,
667
+ "step": 10100
668
+ },
669
+ {
670
+ "epoch": 4.24,
671
+ "learning_rate": 6.123605454223483e-06,
672
+ "loss": 0.5294,
673
+ "step": 10200
674
+ },
675
+ {
676
+ "epoch": 4.29,
677
+ "learning_rate": 6.0793341597308305e-06,
678
+ "loss": 0.5319,
679
+ "step": 10300
680
+ },
681
+ {
682
+ "epoch": 4.33,
683
+ "learning_rate": 6.035505578183106e-06,
684
+ "loss": 0.5302,
685
+ "step": 10400
686
+ },
687
+ {
688
+ "epoch": 4.37,
689
+ "learning_rate": 5.991234283690456e-06,
690
+ "loss": 0.5329,
691
+ "step": 10500
692
+ },
693
+ {
694
+ "epoch": 4.41,
695
+ "learning_rate": 5.9469629891978045e-06,
696
+ "loss": 0.5447,
697
+ "step": 10600
698
+ },
699
+ {
700
+ "epoch": 4.45,
701
+ "learning_rate": 5.902691694705154e-06,
702
+ "loss": 0.5297,
703
+ "step": 10700
704
+ },
705
+ {
706
+ "epoch": 4.49,
707
+ "learning_rate": 5.858420400212502e-06,
708
+ "loss": 0.5351,
709
+ "step": 10800
710
+ },
711
+ {
712
+ "epoch": 4.54,
713
+ "learning_rate": 5.8141491057198515e-06,
714
+ "loss": 0.5394,
715
+ "step": 10900
716
+ },
717
+ {
718
+ "epoch": 4.58,
719
+ "learning_rate": 5.7698778112272e-06,
720
+ "loss": 0.5325,
721
+ "step": 11000
722
+ },
723
+ {
724
+ "epoch": 4.62,
725
+ "learning_rate": 5.72560651673455e-06,
726
+ "loss": 0.5324,
727
+ "step": 11100
728
+ },
729
+ {
730
+ "epoch": 4.66,
731
+ "learning_rate": 5.681335222241899e-06,
732
+ "loss": 0.5281,
733
+ "step": 11200
734
+ },
735
+ {
736
+ "epoch": 4.7,
737
+ "learning_rate": 5.637063927749248e-06,
738
+ "loss": 0.5363,
739
+ "step": 11300
740
+ },
741
+ {
742
+ "epoch": 4.74,
743
+ "learning_rate": 5.5927926332565975e-06,
744
+ "loss": 0.5241,
745
+ "step": 11400
746
+ },
747
+ {
748
+ "epoch": 4.79,
749
+ "learning_rate": 5.548521338763946e-06,
750
+ "loss": 0.5294,
751
+ "step": 11500
752
+ },
753
+ {
754
+ "epoch": 4.83,
755
+ "learning_rate": 5.504250044271296e-06,
756
+ "loss": 0.5324,
757
+ "step": 11600
758
+ },
759
+ {
760
+ "epoch": 4.87,
761
+ "learning_rate": 5.459978749778644e-06,
762
+ "loss": 0.53,
763
+ "step": 11700
764
+ },
765
+ {
766
+ "epoch": 4.91,
767
+ "learning_rate": 5.415707455285993e-06,
768
+ "loss": 0.5348,
769
+ "step": 11800
770
+ },
771
+ {
772
+ "epoch": 4.95,
773
+ "learning_rate": 5.371436160793342e-06,
774
+ "loss": 0.541,
775
+ "step": 11900
776
+ },
777
+ {
778
+ "epoch": 4.99,
779
+ "learning_rate": 5.3271648663006914e-06,
780
+ "loss": 0.5291,
781
+ "step": 12000
782
+ },
783
+ {
784
+ "epoch": 5.0,
785
+ "eval_accuracy": 0.6896542753830546,
786
+ "eval_f1": 0.6685080615373584,
787
+ "eval_loss": 0.592842161655426,
788
+ "eval_matthews_correlation": 0.3396584444714288,
789
+ "eval_precision": 0.673753091582037,
790
+ "eval_recall": 0.6659939657048923,
791
+ "eval_runtime": 22.9039,
792
+ "eval_samples_per_second": 1678.361,
793
+ "eval_steps_per_second": 13.142,
794
+ "step": 12015
795
+ },
796
+ {
797
+ "epoch": 5.04,
798
+ "learning_rate": 5.28289357180804e-06,
799
+ "loss": 0.5016,
800
+ "step": 12100
801
+ },
802
+ {
803
+ "epoch": 5.08,
804
+ "learning_rate": 5.23862227731539e-06,
805
+ "loss": 0.4907,
806
+ "step": 12200
807
+ },
808
+ {
809
+ "epoch": 5.12,
810
+ "learning_rate": 5.1943509828227375e-06,
811
+ "loss": 0.4981,
812
+ "step": 12300
813
+ },
814
+ {
815
+ "epoch": 5.16,
816
+ "learning_rate": 5.150079688330087e-06,
817
+ "loss": 0.5075,
818
+ "step": 12400
819
+ },
820
+ {
821
+ "epoch": 5.2,
822
+ "learning_rate": 5.106251106782363e-06,
823
+ "loss": 0.5116,
824
+ "step": 12500
825
+ },
826
+ {
827
+ "epoch": 5.24,
828
+ "learning_rate": 5.0619798122897115e-06,
829
+ "loss": 0.5062,
830
+ "step": 12600
831
+ },
832
+ {
833
+ "epoch": 5.29,
834
+ "learning_rate": 5.017708517797061e-06,
835
+ "loss": 0.5009,
836
+ "step": 12700
837
+ },
838
+ {
839
+ "epoch": 5.33,
840
+ "learning_rate": 4.97343722330441e-06,
841
+ "loss": 0.5103,
842
+ "step": 12800
843
+ },
844
+ {
845
+ "epoch": 5.37,
846
+ "learning_rate": 4.9291659288117585e-06,
847
+ "loss": 0.5113,
848
+ "step": 12900
849
+ },
850
+ {
851
+ "epoch": 5.41,
852
+ "learning_rate": 4.884894634319108e-06,
853
+ "loss": 0.5119,
854
+ "step": 13000
855
+ },
856
+ {
857
+ "epoch": 5.45,
858
+ "learning_rate": 4.840623339826457e-06,
859
+ "loss": 0.5076,
860
+ "step": 13100
861
+ },
862
+ {
863
+ "epoch": 5.49,
864
+ "learning_rate": 4.7963520453338055e-06,
865
+ "loss": 0.5095,
866
+ "step": 13200
867
+ },
868
+ {
869
+ "epoch": 5.53,
870
+ "learning_rate": 4.752080750841155e-06,
871
+ "loss": 0.5023,
872
+ "step": 13300
873
+ },
874
+ {
875
+ "epoch": 5.58,
876
+ "learning_rate": 4.707809456348504e-06,
877
+ "loss": 0.5063,
878
+ "step": 13400
879
+ },
880
+ {
881
+ "epoch": 5.62,
882
+ "learning_rate": 4.663538161855853e-06,
883
+ "loss": 0.5059,
884
+ "step": 13500
885
+ },
886
+ {
887
+ "epoch": 5.66,
888
+ "learning_rate": 4.619266867363202e-06,
889
+ "loss": 0.5014,
890
+ "step": 13600
891
+ },
892
+ {
893
+ "epoch": 5.7,
894
+ "learning_rate": 4.574995572870551e-06,
895
+ "loss": 0.5076,
896
+ "step": 13700
897
+ },
898
+ {
899
+ "epoch": 5.74,
900
+ "learning_rate": 4.5307242783779e-06,
901
+ "loss": 0.5064,
902
+ "step": 13800
903
+ },
904
+ {
905
+ "epoch": 5.78,
906
+ "learning_rate": 4.48645298388525e-06,
907
+ "loss": 0.5039,
908
+ "step": 13900
909
+ },
910
+ {
911
+ "epoch": 5.83,
912
+ "learning_rate": 4.4421816893925985e-06,
913
+ "loss": 0.5061,
914
+ "step": 14000
915
+ },
916
+ {
917
+ "epoch": 5.87,
918
+ "learning_rate": 4.397910394899947e-06,
919
+ "loss": 0.5012,
920
+ "step": 14100
921
+ },
922
+ {
923
+ "epoch": 5.91,
924
+ "learning_rate": 4.353639100407297e-06,
925
+ "loss": 0.5125,
926
+ "step": 14200
927
+ },
928
+ {
929
+ "epoch": 5.95,
930
+ "learning_rate": 4.3093678059146454e-06,
931
+ "loss": 0.5031,
932
+ "step": 14300
933
+ },
934
+ {
935
+ "epoch": 5.99,
936
+ "learning_rate": 4.265096511421994e-06,
937
+ "loss": 0.504,
938
+ "step": 14400
939
+ },
940
+ {
941
+ "epoch": 6.0,
942
+ "eval_accuracy": 0.6868707890013267,
943
+ "eval_f1": 0.6707499651450133,
944
+ "eval_loss": 0.6041229963302612,
945
+ "eval_matthews_correlation": 0.34167357699550605,
946
+ "eval_precision": 0.6717097549461897,
947
+ "eval_recall": 0.6699682601805124,
948
+ "eval_runtime": 23.2629,
949
+ "eval_samples_per_second": 1652.461,
950
+ "eval_steps_per_second": 12.939,
951
+ "step": 14418
952
+ }
953
+ ],
954
+ "logging_steps": 100,
955
+ "max_steps": 24030,
956
+ "num_train_epochs": 10,
957
+ "save_steps": 100,
958
+ "total_flos": 1.5455891716687834e+17,
959
+ "trial_name": null,
960
+ "trial_params": null
961
+ }
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/checkpoint-14418/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:69bf5ebb2f7dc68596fa5b7663ed9a0eed64bcb4042b7f62ec4c374c5c8e84ca
3
+ size 5457
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.06_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6228747963905334, "eval_accuracy": 0.6745402044691865, "eval_f1": 0.6584560741429251, "eval_matthews_correlation": 0.3171264005593038, "eval_precision": 0.659454481751973, "eval_recall": 0.6576769006846301, "eval_runtime": 22.5541, "eval_samples_per_second": 1704.388, "eval_steps_per_second": 13.346, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.06_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6058430671691895, "eval_accuracy": 0.6695455373169272, "eval_f1": 0.652633533274055, "eval_matthews_correlation": 0.3056244314511564, "eval_precision": 0.6539471364332141, "eval_recall": 0.6516856618186666, "eval_runtime": 27.4612, "eval_samples_per_second": 1399.829, "eval_steps_per_second": 10.961, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.06_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.06_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6170939207077026, "eval_accuracy": 0.6655133841471346, "eval_f1": 0.6521925426902411, "eval_matthews_correlation": 0.3044970206569984, "eval_precision": 0.651691755189383, "eval_recall": 0.6528073089292692, "eval_runtime": 21.9351, "eval_samples_per_second": 1752.489, "eval_steps_per_second": 13.722, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.10_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.10_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6097246408462524, "eval_accuracy": 0.6775578158736766, "eval_f1": 0.6533419889978405, "eval_matthews_correlation": 0.31187318588704666, "eval_precision": 0.6613316063587961, "eval_recall": 0.650721991602536, "eval_runtime": 27.471, "eval_samples_per_second": 1399.33, "eval_steps_per_second": 10.957, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.10_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.10_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6046963334083557, "eval_accuracy": 0.6697536484482713, "eval_f1": 0.6525406637024938, "eval_matthews_correlation": 0.3055307435290016, "eval_precision": 0.6540498733014011, "eval_recall": 0.6514915806823575, "eval_runtime": 22.5014, "eval_samples_per_second": 1708.38, "eval_steps_per_second": 13.377, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.01_wr0.10_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.01_wr0.10_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6201969981193542, "eval_accuracy": 0.669259384511329, "eval_f1": 0.6538326577116802, "eval_matthews_correlation": 0.3077225984117871, "eval_precision": 0.6542970380198336, "eval_recall": 0.6534267909295997, "eval_runtime": 21.3455, "eval_samples_per_second": 1800.896, "eval_steps_per_second": 14.101, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.03_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.03_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.626980185508728, "eval_accuracy": 0.6718347597617128, "eval_f1": 0.6568772796679739, "eval_matthews_correlation": 0.31377797157494003, "eval_precision": 0.6571690026059576, "eval_recall": 0.6566094678550054, "eval_runtime": 27.6494, "eval_samples_per_second": 1390.299, "eval_steps_per_second": 10.886, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.03_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.03_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6019596457481384, "eval_accuracy": 0.6723290236986551, "eval_f1": 0.6535178148818668, "eval_matthews_correlation": 0.3081737231167641, "eval_precision": 0.6562529276040414, "eval_recall": 0.6519508227396431, "eval_runtime": 22.0449, "eval_samples_per_second": 1743.758, "eval_steps_per_second": 13.654, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.03_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.03_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6227311491966248, "eval_accuracy": 0.6639005228792175, "eval_f1": 0.6497639694777707, "eval_matthews_correlation": 0.29954785220580965, "eval_precision": 0.6495359297275902, "eval_recall": 0.6500123012652759, "eval_runtime": 24.7843, "eval_samples_per_second": 1551.024, "eval_steps_per_second": 12.145, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.06_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6587177515029907, "eval_accuracy": 0.658593689029942, "eval_f1": 0.6519040755496552, "eval_matthews_correlation": 0.3096925066030533, "eval_precision": 0.6519677386972387, "eval_recall": 0.6577792916251126, "eval_runtime": 26.7851, "eval_samples_per_second": 1435.163, "eval_steps_per_second": 11.238, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.06_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6155278086662292, "eval_accuracy": 0.664706953513176, "eval_f1": 0.6482201274365782, "eval_matthews_correlation": 0.29663342264178255, "eval_precision": 0.6491129323502097, "eval_recall": 0.6475247418874441, "eval_runtime": 32.0159, "eval_samples_per_second": 1200.684, "eval_steps_per_second": 9.402, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/config.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/home/n5huang/dna_token/pretrain/models/len2_3072/checkpoint-100000",
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": 768,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 3072,
13
+ "layer_norm_eps": 1e-12,
14
+ "max_length": 512,
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": "4.35.2",
24
+ "type_vocab_size": 2,
25
+ "use_cache": true,
26
+ "vocab_size": 3072
27
+ }
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fd93a748485af39a14f99e10db550d5cf1dd534fcd6d6c12d933065b8518a97c
3
+ size 353632152
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a3760db4c2799f5cbf558818c0a482adf538433b5c7ae352439ce7e995629845
3
+ size 707385995
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b7a0ca6d9c03ca6cd21dacb7fbc3af34a636617c1d1ce5e8095e429ca7da8fbd
3
+ size 14645
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c4c0966dcb7ecdca801991ee2834048a5dc64198cf3bf00b8284813bfdfc713a
3
+ size 1465
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/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
+ }
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/tokenizer.json ADDED
The diff for this file is too large to render. See raw diff
 
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/tokenizer_config.json ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {},
3
+ "cache_dir": null,
4
+ "clean_up_tokenization_spaces": true,
5
+ "cls_token": "[CLS]",
6
+ "mask_token": "[MASK]",
7
+ "model_max_length": 200,
8
+ "pad_token": "[PAD]",
9
+ "padding_side": "right",
10
+ "sep_token": "[SEP]",
11
+ "tokenizer_class": "PreTrainedTokenizerFast",
12
+ "trust_remote_code": true,
13
+ "unk_token": "[UNK]",
14
+ "use_fast": true
15
+ }
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/trainer_state.json ADDED
@@ -0,0 +1,961 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.6679233877734426,
3
+ "best_model_checkpoint": "/home/n5huang/dna_token/Finetune-species/super_binary_out_tune_1gpu_3072/EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418",
4
+ "epoch": 6.0,
5
+ "eval_steps": 100,
6
+ "global_step": 14418,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.04,
13
+ "learning_rate": 8.665511265164646e-07,
14
+ "loss": 0.6918,
15
+ "step": 100
16
+ },
17
+ {
18
+ "epoch": 0.08,
19
+ "learning_rate": 1.7331022530329292e-06,
20
+ "loss": 0.6725,
21
+ "step": 200
22
+ },
23
+ {
24
+ "epoch": 0.12,
25
+ "learning_rate": 2.599653379549394e-06,
26
+ "loss": 0.6653,
27
+ "step": 300
28
+ },
29
+ {
30
+ "epoch": 0.17,
31
+ "learning_rate": 3.4662045060658585e-06,
32
+ "loss": 0.6558,
33
+ "step": 400
34
+ },
35
+ {
36
+ "epoch": 0.21,
37
+ "learning_rate": 4.332755632582323e-06,
38
+ "loss": 0.6513,
39
+ "step": 500
40
+ },
41
+ {
42
+ "epoch": 0.25,
43
+ "learning_rate": 5.199306759098788e-06,
44
+ "loss": 0.6549,
45
+ "step": 600
46
+ },
47
+ {
48
+ "epoch": 0.29,
49
+ "learning_rate": 6.065857885615252e-06,
50
+ "loss": 0.648,
51
+ "step": 700
52
+ },
53
+ {
54
+ "epoch": 0.33,
55
+ "learning_rate": 6.932409012131717e-06,
56
+ "loss": 0.6384,
57
+ "step": 800
58
+ },
59
+ {
60
+ "epoch": 0.37,
61
+ "learning_rate": 7.79896013864818e-06,
62
+ "loss": 0.6461,
63
+ "step": 900
64
+ },
65
+ {
66
+ "epoch": 0.42,
67
+ "learning_rate": 8.665511265164645e-06,
68
+ "loss": 0.6383,
69
+ "step": 1000
70
+ },
71
+ {
72
+ "epoch": 0.46,
73
+ "learning_rate": 9.532062391681109e-06,
74
+ "loss": 0.6338,
75
+ "step": 1100
76
+ },
77
+ {
78
+ "epoch": 0.5,
79
+ "learning_rate": 9.974543442169342e-06,
80
+ "loss": 0.6406,
81
+ "step": 1200
82
+ },
83
+ {
84
+ "epoch": 0.54,
85
+ "learning_rate": 9.919203099059215e-06,
86
+ "loss": 0.6309,
87
+ "step": 1300
88
+ },
89
+ {
90
+ "epoch": 0.58,
91
+ "learning_rate": 9.863862755949087e-06,
92
+ "loss": 0.6315,
93
+ "step": 1400
94
+ },
95
+ {
96
+ "epoch": 0.62,
97
+ "learning_rate": 9.80852241283896e-06,
98
+ "loss": 0.6359,
99
+ "step": 1500
100
+ },
101
+ {
102
+ "epoch": 0.67,
103
+ "learning_rate": 9.753182069728832e-06,
104
+ "loss": 0.6312,
105
+ "step": 1600
106
+ },
107
+ {
108
+ "epoch": 0.71,
109
+ "learning_rate": 9.697841726618706e-06,
110
+ "loss": 0.6233,
111
+ "step": 1700
112
+ },
113
+ {
114
+ "epoch": 0.75,
115
+ "learning_rate": 9.642501383508579e-06,
116
+ "loss": 0.6223,
117
+ "step": 1800
118
+ },
119
+ {
120
+ "epoch": 0.79,
121
+ "learning_rate": 9.587161040398452e-06,
122
+ "loss": 0.6244,
123
+ "step": 1900
124
+ },
125
+ {
126
+ "epoch": 0.83,
127
+ "learning_rate": 9.531820697288324e-06,
128
+ "loss": 0.6094,
129
+ "step": 2000
130
+ },
131
+ {
132
+ "epoch": 0.87,
133
+ "learning_rate": 9.476480354178197e-06,
134
+ "loss": 0.6207,
135
+ "step": 2100
136
+ },
137
+ {
138
+ "epoch": 0.92,
139
+ "learning_rate": 9.421140011068069e-06,
140
+ "loss": 0.6207,
141
+ "step": 2200
142
+ },
143
+ {
144
+ "epoch": 0.96,
145
+ "learning_rate": 9.365799667957943e-06,
146
+ "loss": 0.6204,
147
+ "step": 2300
148
+ },
149
+ {
150
+ "epoch": 1.0,
151
+ "learning_rate": 9.310459324847814e-06,
152
+ "loss": 0.6141,
153
+ "step": 2400
154
+ },
155
+ {
156
+ "epoch": 1.0,
157
+ "eval_accuracy": 0.6602585780806951,
158
+ "eval_f1": 0.6328390998865477,
159
+ "eval_loss": 0.6084668040275574,
160
+ "eval_matthews_correlation": 0.27131168354961854,
161
+ "eval_precision": 0.640820039047717,
162
+ "eval_recall": 0.6306810275872483,
163
+ "eval_runtime": 28.9619,
164
+ "eval_samples_per_second": 1327.294,
165
+ "eval_steps_per_second": 10.393,
166
+ "step": 2403
167
+ },
168
+ {
169
+ "epoch": 1.04,
170
+ "learning_rate": 9.255118981737688e-06,
171
+ "loss": 0.6073,
172
+ "step": 2500
173
+ },
174
+ {
175
+ "epoch": 1.08,
176
+ "learning_rate": 9.19977863862756e-06,
177
+ "loss": 0.6051,
178
+ "step": 2600
179
+ },
180
+ {
181
+ "epoch": 1.12,
182
+ "learning_rate": 9.144438295517433e-06,
183
+ "loss": 0.608,
184
+ "step": 2700
185
+ },
186
+ {
187
+ "epoch": 1.17,
188
+ "learning_rate": 9.089097952407306e-06,
189
+ "loss": 0.6038,
190
+ "step": 2800
191
+ },
192
+ {
193
+ "epoch": 1.21,
194
+ "learning_rate": 9.033757609297178e-06,
195
+ "loss": 0.6093,
196
+ "step": 2900
197
+ },
198
+ {
199
+ "epoch": 1.25,
200
+ "learning_rate": 8.978417266187051e-06,
201
+ "loss": 0.6088,
202
+ "step": 3000
203
+ },
204
+ {
205
+ "epoch": 1.29,
206
+ "learning_rate": 8.923076923076925e-06,
207
+ "loss": 0.6035,
208
+ "step": 3100
209
+ },
210
+ {
211
+ "epoch": 1.33,
212
+ "learning_rate": 8.867736579966796e-06,
213
+ "loss": 0.5986,
214
+ "step": 3200
215
+ },
216
+ {
217
+ "epoch": 1.37,
218
+ "learning_rate": 8.81239623685667e-06,
219
+ "loss": 0.6038,
220
+ "step": 3300
221
+ },
222
+ {
223
+ "epoch": 1.41,
224
+ "learning_rate": 8.757055893746541e-06,
225
+ "loss": 0.5994,
226
+ "step": 3400
227
+ },
228
+ {
229
+ "epoch": 1.46,
230
+ "learning_rate": 8.701715550636415e-06,
231
+ "loss": 0.6055,
232
+ "step": 3500
233
+ },
234
+ {
235
+ "epoch": 1.5,
236
+ "learning_rate": 8.646375207526288e-06,
237
+ "loss": 0.6069,
238
+ "step": 3600
239
+ },
240
+ {
241
+ "epoch": 1.54,
242
+ "learning_rate": 8.59103486441616e-06,
243
+ "loss": 0.6029,
244
+ "step": 3700
245
+ },
246
+ {
247
+ "epoch": 1.58,
248
+ "learning_rate": 8.535694521306033e-06,
249
+ "loss": 0.6009,
250
+ "step": 3800
251
+ },
252
+ {
253
+ "epoch": 1.62,
254
+ "learning_rate": 8.480354178195905e-06,
255
+ "loss": 0.6037,
256
+ "step": 3900
257
+ },
258
+ {
259
+ "epoch": 1.66,
260
+ "learning_rate": 8.425013835085778e-06,
261
+ "loss": 0.6018,
262
+ "step": 4000
263
+ },
264
+ {
265
+ "epoch": 1.71,
266
+ "learning_rate": 8.36967349197565e-06,
267
+ "loss": 0.6034,
268
+ "step": 4100
269
+ },
270
+ {
271
+ "epoch": 1.75,
272
+ "learning_rate": 8.314333148865523e-06,
273
+ "loss": 0.5966,
274
+ "step": 4200
275
+ },
276
+ {
277
+ "epoch": 1.79,
278
+ "learning_rate": 8.258992805755395e-06,
279
+ "loss": 0.6022,
280
+ "step": 4300
281
+ },
282
+ {
283
+ "epoch": 1.83,
284
+ "learning_rate": 8.20365246264527e-06,
285
+ "loss": 0.5941,
286
+ "step": 4400
287
+ },
288
+ {
289
+ "epoch": 1.87,
290
+ "learning_rate": 8.148312119535142e-06,
291
+ "loss": 0.6019,
292
+ "step": 4500
293
+ },
294
+ {
295
+ "epoch": 1.91,
296
+ "learning_rate": 8.092971776425015e-06,
297
+ "loss": 0.6037,
298
+ "step": 4600
299
+ },
300
+ {
301
+ "epoch": 1.96,
302
+ "learning_rate": 8.037631433314887e-06,
303
+ "loss": 0.5979,
304
+ "step": 4700
305
+ },
306
+ {
307
+ "epoch": 2.0,
308
+ "learning_rate": 7.98229109020476e-06,
309
+ "loss": 0.59,
310
+ "step": 4800
311
+ },
312
+ {
313
+ "epoch": 2.0,
314
+ "eval_accuracy": 0.6743320933378424,
315
+ "eval_f1": 0.6501833897374352,
316
+ "eval_loss": 0.5996325016021729,
317
+ "eval_matthews_correlation": 0.30435005906363133,
318
+ "eval_precision": 0.6567598119741866,
319
+ "eval_recall": 0.6477243390469378,
320
+ "eval_runtime": 28.7984,
321
+ "eval_samples_per_second": 1334.829,
322
+ "eval_steps_per_second": 10.452,
323
+ "step": 4806
324
+ },
325
+ {
326
+ "epoch": 2.04,
327
+ "learning_rate": 7.926950747094632e-06,
328
+ "loss": 0.5815,
329
+ "step": 4900
330
+ },
331
+ {
332
+ "epoch": 2.08,
333
+ "learning_rate": 7.871610403984505e-06,
334
+ "loss": 0.5899,
335
+ "step": 5000
336
+ },
337
+ {
338
+ "epoch": 2.12,
339
+ "learning_rate": 7.816270060874379e-06,
340
+ "loss": 0.58,
341
+ "step": 5100
342
+ },
343
+ {
344
+ "epoch": 2.16,
345
+ "learning_rate": 7.76092971776425e-06,
346
+ "loss": 0.5783,
347
+ "step": 5200
348
+ },
349
+ {
350
+ "epoch": 2.21,
351
+ "learning_rate": 7.705589374654124e-06,
352
+ "loss": 0.5781,
353
+ "step": 5300
354
+ },
355
+ {
356
+ "epoch": 2.25,
357
+ "learning_rate": 7.650249031543996e-06,
358
+ "loss": 0.584,
359
+ "step": 5400
360
+ },
361
+ {
362
+ "epoch": 2.29,
363
+ "learning_rate": 7.594908688433868e-06,
364
+ "loss": 0.5786,
365
+ "step": 5500
366
+ },
367
+ {
368
+ "epoch": 2.33,
369
+ "learning_rate": 7.5395683453237415e-06,
370
+ "loss": 0.5857,
371
+ "step": 5600
372
+ },
373
+ {
374
+ "epoch": 2.37,
375
+ "learning_rate": 7.484228002213614e-06,
376
+ "loss": 0.5804,
377
+ "step": 5700
378
+ },
379
+ {
380
+ "epoch": 2.41,
381
+ "learning_rate": 7.4288876591034875e-06,
382
+ "loss": 0.5829,
383
+ "step": 5800
384
+ },
385
+ {
386
+ "epoch": 2.46,
387
+ "learning_rate": 7.37354731599336e-06,
388
+ "loss": 0.586,
389
+ "step": 5900
390
+ },
391
+ {
392
+ "epoch": 2.5,
393
+ "learning_rate": 7.3182069728832326e-06,
394
+ "loss": 0.5876,
395
+ "step": 6000
396
+ },
397
+ {
398
+ "epoch": 2.54,
399
+ "learning_rate": 7.263420033204206e-06,
400
+ "loss": 0.5821,
401
+ "step": 6100
402
+ },
403
+ {
404
+ "epoch": 2.58,
405
+ "learning_rate": 7.208079690094079e-06,
406
+ "loss": 0.5827,
407
+ "step": 6200
408
+ },
409
+ {
410
+ "epoch": 2.62,
411
+ "learning_rate": 7.152739346983952e-06,
412
+ "loss": 0.583,
413
+ "step": 6300
414
+ },
415
+ {
416
+ "epoch": 2.66,
417
+ "learning_rate": 7.097399003873825e-06,
418
+ "loss": 0.5713,
419
+ "step": 6400
420
+ },
421
+ {
422
+ "epoch": 2.7,
423
+ "learning_rate": 7.042058660763698e-06,
424
+ "loss": 0.575,
425
+ "step": 6500
426
+ },
427
+ {
428
+ "epoch": 2.75,
429
+ "learning_rate": 6.98671831765357e-06,
430
+ "loss": 0.5758,
431
+ "step": 6600
432
+ },
433
+ {
434
+ "epoch": 2.79,
435
+ "learning_rate": 6.931377974543443e-06,
436
+ "loss": 0.5755,
437
+ "step": 6700
438
+ },
439
+ {
440
+ "epoch": 2.83,
441
+ "learning_rate": 6.8760376314333155e-06,
442
+ "loss": 0.5745,
443
+ "step": 6800
444
+ },
445
+ {
446
+ "epoch": 2.87,
447
+ "learning_rate": 6.820697288323188e-06,
448
+ "loss": 0.5851,
449
+ "step": 6900
450
+ },
451
+ {
452
+ "epoch": 2.91,
453
+ "learning_rate": 6.765356945213061e-06,
454
+ "loss": 0.5831,
455
+ "step": 7000
456
+ },
457
+ {
458
+ "epoch": 2.95,
459
+ "learning_rate": 6.710016602102933e-06,
460
+ "loss": 0.5813,
461
+ "step": 7100
462
+ },
463
+ {
464
+ "epoch": 3.0,
465
+ "learning_rate": 6.654676258992806e-06,
466
+ "loss": 0.5767,
467
+ "step": 7200
468
+ },
469
+ {
470
+ "epoch": 3.0,
471
+ "eval_accuracy": 0.6805494133867486,
472
+ "eval_f1": 0.6523568504684876,
473
+ "eval_loss": 0.5922513008117676,
474
+ "eval_matthews_correlation": 0.3129693021435863,
475
+ "eval_precision": 0.6639263959745831,
476
+ "eval_recall": 0.6493807380774579,
477
+ "eval_runtime": 40.5043,
478
+ "eval_samples_per_second": 949.059,
479
+ "eval_steps_per_second": 7.431,
480
+ "step": 7209
481
+ },
482
+ {
483
+ "epoch": 3.04,
484
+ "learning_rate": 6.599335915882678e-06,
485
+ "loss": 0.5558,
486
+ "step": 7300
487
+ },
488
+ {
489
+ "epoch": 3.08,
490
+ "learning_rate": 6.543995572772552e-06,
491
+ "loss": 0.5577,
492
+ "step": 7400
493
+ },
494
+ {
495
+ "epoch": 3.12,
496
+ "learning_rate": 6.488655229662424e-06,
497
+ "loss": 0.5571,
498
+ "step": 7500
499
+ },
500
+ {
501
+ "epoch": 3.16,
502
+ "learning_rate": 6.4333148865522976e-06,
503
+ "loss": 0.5563,
504
+ "step": 7600
505
+ },
506
+ {
507
+ "epoch": 3.2,
508
+ "learning_rate": 6.37797454344217e-06,
509
+ "loss": 0.5623,
510
+ "step": 7700
511
+ },
512
+ {
513
+ "epoch": 3.25,
514
+ "learning_rate": 6.322634200332043e-06,
515
+ "loss": 0.551,
516
+ "step": 7800
517
+ },
518
+ {
519
+ "epoch": 3.29,
520
+ "learning_rate": 6.267293857221915e-06,
521
+ "loss": 0.5539,
522
+ "step": 7900
523
+ },
524
+ {
525
+ "epoch": 3.33,
526
+ "learning_rate": 6.2119535141117886e-06,
527
+ "loss": 0.5598,
528
+ "step": 8000
529
+ },
530
+ {
531
+ "epoch": 3.37,
532
+ "learning_rate": 6.156613171001661e-06,
533
+ "loss": 0.5575,
534
+ "step": 8100
535
+ },
536
+ {
537
+ "epoch": 3.41,
538
+ "learning_rate": 6.101272827891534e-06,
539
+ "loss": 0.5549,
540
+ "step": 8200
541
+ },
542
+ {
543
+ "epoch": 3.45,
544
+ "learning_rate": 6.046485888212508e-06,
545
+ "loss": 0.5634,
546
+ "step": 8300
547
+ },
548
+ {
549
+ "epoch": 3.5,
550
+ "learning_rate": 5.9911455451023805e-06,
551
+ "loss": 0.5553,
552
+ "step": 8400
553
+ },
554
+ {
555
+ "epoch": 3.54,
556
+ "learning_rate": 5.935805201992253e-06,
557
+ "loss": 0.5583,
558
+ "step": 8500
559
+ },
560
+ {
561
+ "epoch": 3.58,
562
+ "learning_rate": 5.880464858882126e-06,
563
+ "loss": 0.5567,
564
+ "step": 8600
565
+ },
566
+ {
567
+ "epoch": 3.62,
568
+ "learning_rate": 5.825124515771998e-06,
569
+ "loss": 0.5587,
570
+ "step": 8700
571
+ },
572
+ {
573
+ "epoch": 3.66,
574
+ "learning_rate": 5.769784172661871e-06,
575
+ "loss": 0.5646,
576
+ "step": 8800
577
+ },
578
+ {
579
+ "epoch": 3.7,
580
+ "learning_rate": 5.714443829551743e-06,
581
+ "loss": 0.5533,
582
+ "step": 8900
583
+ },
584
+ {
585
+ "epoch": 3.75,
586
+ "learning_rate": 5.659103486441616e-06,
587
+ "loss": 0.557,
588
+ "step": 9000
589
+ },
590
+ {
591
+ "epoch": 3.79,
592
+ "learning_rate": 5.603763143331489e-06,
593
+ "loss": 0.5551,
594
+ "step": 9100
595
+ },
596
+ {
597
+ "epoch": 3.83,
598
+ "learning_rate": 5.548422800221362e-06,
599
+ "loss": 0.555,
600
+ "step": 9200
601
+ },
602
+ {
603
+ "epoch": 3.87,
604
+ "learning_rate": 5.493082457111234e-06,
605
+ "loss": 0.5578,
606
+ "step": 9300
607
+ },
608
+ {
609
+ "epoch": 3.91,
610
+ "learning_rate": 5.437742114001108e-06,
611
+ "loss": 0.56,
612
+ "step": 9400
613
+ },
614
+ {
615
+ "epoch": 3.95,
616
+ "learning_rate": 5.38240177089098e-06,
617
+ "loss": 0.5592,
618
+ "step": 9500
619
+ },
620
+ {
621
+ "epoch": 4.0,
622
+ "learning_rate": 5.327061427780853e-06,
623
+ "loss": 0.5592,
624
+ "step": 9600
625
+ },
626
+ {
627
+ "epoch": 4.0,
628
+ "eval_accuracy": 0.687469108503941,
629
+ "eval_f1": 0.6636032226599546,
630
+ "eval_loss": 0.591829240322113,
631
+ "eval_matthews_correlation": 0.3318795450504428,
632
+ "eval_precision": 0.6713784800486122,
633
+ "eval_recall": 0.6606736627487391,
634
+ "eval_runtime": 30.1746,
635
+ "eval_samples_per_second": 1273.951,
636
+ "eval_steps_per_second": 9.975,
637
+ "step": 9612
638
+ },
639
+ {
640
+ "epoch": 4.04,
641
+ "learning_rate": 5.271721084670725e-06,
642
+ "loss": 0.5386,
643
+ "step": 9700
644
+ },
645
+ {
646
+ "epoch": 4.08,
647
+ "learning_rate": 5.216380741560599e-06,
648
+ "loss": 0.5314,
649
+ "step": 9800
650
+ },
651
+ {
652
+ "epoch": 4.12,
653
+ "learning_rate": 5.161040398450471e-06,
654
+ "loss": 0.5337,
655
+ "step": 9900
656
+ },
657
+ {
658
+ "epoch": 4.16,
659
+ "learning_rate": 5.105700055340344e-06,
660
+ "loss": 0.5311,
661
+ "step": 10000
662
+ },
663
+ {
664
+ "epoch": 4.2,
665
+ "learning_rate": 5.050359712230216e-06,
666
+ "loss": 0.5286,
667
+ "step": 10100
668
+ },
669
+ {
670
+ "epoch": 4.24,
671
+ "learning_rate": 4.995019369120089e-06,
672
+ "loss": 0.528,
673
+ "step": 10200
674
+ },
675
+ {
676
+ "epoch": 4.29,
677
+ "learning_rate": 4.939679026009961e-06,
678
+ "loss": 0.5283,
679
+ "step": 10300
680
+ },
681
+ {
682
+ "epoch": 4.33,
683
+ "learning_rate": 4.884338682899835e-06,
684
+ "loss": 0.5302,
685
+ "step": 10400
686
+ },
687
+ {
688
+ "epoch": 4.37,
689
+ "learning_rate": 4.828998339789707e-06,
690
+ "loss": 0.5367,
691
+ "step": 10500
692
+ },
693
+ {
694
+ "epoch": 4.41,
695
+ "learning_rate": 4.774211400110681e-06,
696
+ "loss": 0.5429,
697
+ "step": 10600
698
+ },
699
+ {
700
+ "epoch": 4.45,
701
+ "learning_rate": 4.718871057000553e-06,
702
+ "loss": 0.5346,
703
+ "step": 10700
704
+ },
705
+ {
706
+ "epoch": 4.49,
707
+ "learning_rate": 4.663530713890427e-06,
708
+ "loss": 0.5393,
709
+ "step": 10800
710
+ },
711
+ {
712
+ "epoch": 4.54,
713
+ "learning_rate": 4.608190370780299e-06,
714
+ "loss": 0.5407,
715
+ "step": 10900
716
+ },
717
+ {
718
+ "epoch": 4.58,
719
+ "learning_rate": 4.552850027670172e-06,
720
+ "loss": 0.5347,
721
+ "step": 11000
722
+ },
723
+ {
724
+ "epoch": 4.62,
725
+ "learning_rate": 4.497509684560044e-06,
726
+ "loss": 0.5253,
727
+ "step": 11100
728
+ },
729
+ {
730
+ "epoch": 4.66,
731
+ "learning_rate": 4.442169341449918e-06,
732
+ "loss": 0.5285,
733
+ "step": 11200
734
+ },
735
+ {
736
+ "epoch": 4.7,
737
+ "learning_rate": 4.38682899833979e-06,
738
+ "loss": 0.5343,
739
+ "step": 11300
740
+ },
741
+ {
742
+ "epoch": 4.74,
743
+ "learning_rate": 4.331488655229663e-06,
744
+ "loss": 0.5242,
745
+ "step": 11400
746
+ },
747
+ {
748
+ "epoch": 4.79,
749
+ "learning_rate": 4.276148312119535e-06,
750
+ "loss": 0.5326,
751
+ "step": 11500
752
+ },
753
+ {
754
+ "epoch": 4.83,
755
+ "learning_rate": 4.220807969009409e-06,
756
+ "loss": 0.5345,
757
+ "step": 11600
758
+ },
759
+ {
760
+ "epoch": 4.87,
761
+ "learning_rate": 4.165467625899281e-06,
762
+ "loss": 0.5311,
763
+ "step": 11700
764
+ },
765
+ {
766
+ "epoch": 4.91,
767
+ "learning_rate": 4.110127282789154e-06,
768
+ "loss": 0.5282,
769
+ "step": 11800
770
+ },
771
+ {
772
+ "epoch": 4.95,
773
+ "learning_rate": 4.054786939679026e-06,
774
+ "loss": 0.5386,
775
+ "step": 11900
776
+ },
777
+ {
778
+ "epoch": 4.99,
779
+ "learning_rate": 3.999446596568899e-06,
780
+ "loss": 0.5285,
781
+ "step": 12000
782
+ },
783
+ {
784
+ "epoch": 5.0,
785
+ "eval_accuracy": 0.685856247236024,
786
+ "eval_f1": 0.6634388311433181,
787
+ "eval_loss": 0.6009307503700256,
788
+ "eval_matthews_correlation": 0.33024419930080245,
789
+ "eval_precision": 0.6695534611136571,
790
+ "eval_recall": 0.6608065539557475,
791
+ "eval_runtime": 29.3151,
792
+ "eval_samples_per_second": 1311.304,
793
+ "eval_steps_per_second": 10.268,
794
+ "step": 12015
795
+ },
796
+ {
797
+ "epoch": 5.04,
798
+ "learning_rate": 3.9441062534587715e-06,
799
+ "loss": 0.5044,
800
+ "step": 12100
801
+ },
802
+ {
803
+ "epoch": 5.08,
804
+ "learning_rate": 3.888765910348645e-06,
805
+ "loss": 0.4956,
806
+ "step": 12200
807
+ },
808
+ {
809
+ "epoch": 5.12,
810
+ "learning_rate": 3.833425567238517e-06,
811
+ "loss": 0.5111,
812
+ "step": 12300
813
+ },
814
+ {
815
+ "epoch": 5.16,
816
+ "learning_rate": 3.77808522412839e-06,
817
+ "loss": 0.5053,
818
+ "step": 12400
819
+ },
820
+ {
821
+ "epoch": 5.2,
822
+ "learning_rate": 3.7227448810182625e-06,
823
+ "loss": 0.5143,
824
+ "step": 12500
825
+ },
826
+ {
827
+ "epoch": 5.24,
828
+ "learning_rate": 3.667404537908135e-06,
829
+ "loss": 0.5064,
830
+ "step": 12600
831
+ },
832
+ {
833
+ "epoch": 5.29,
834
+ "learning_rate": 3.612064194798008e-06,
835
+ "loss": 0.4986,
836
+ "step": 12700
837
+ },
838
+ {
839
+ "epoch": 5.33,
840
+ "learning_rate": 3.5572772551189823e-06,
841
+ "loss": 0.515,
842
+ "step": 12800
843
+ },
844
+ {
845
+ "epoch": 5.37,
846
+ "learning_rate": 3.501936912008855e-06,
847
+ "loss": 0.5119,
848
+ "step": 12900
849
+ },
850
+ {
851
+ "epoch": 5.41,
852
+ "learning_rate": 3.4465965688987274e-06,
853
+ "loss": 0.5117,
854
+ "step": 13000
855
+ },
856
+ {
857
+ "epoch": 5.45,
858
+ "learning_rate": 3.3912562257886e-06,
859
+ "loss": 0.5092,
860
+ "step": 13100
861
+ },
862
+ {
863
+ "epoch": 5.49,
864
+ "learning_rate": 3.3359158826784725e-06,
865
+ "loss": 0.5086,
866
+ "step": 13200
867
+ },
868
+ {
869
+ "epoch": 5.53,
870
+ "learning_rate": 3.280575539568346e-06,
871
+ "loss": 0.5103,
872
+ "step": 13300
873
+ },
874
+ {
875
+ "epoch": 5.58,
876
+ "learning_rate": 3.2252351964582184e-06,
877
+ "loss": 0.5022,
878
+ "step": 13400
879
+ },
880
+ {
881
+ "epoch": 5.62,
882
+ "learning_rate": 3.169894853348091e-06,
883
+ "loss": 0.5025,
884
+ "step": 13500
885
+ },
886
+ {
887
+ "epoch": 5.66,
888
+ "learning_rate": 3.114554510237964e-06,
889
+ "loss": 0.4997,
890
+ "step": 13600
891
+ },
892
+ {
893
+ "epoch": 5.7,
894
+ "learning_rate": 3.0592141671278364e-06,
895
+ "loss": 0.5135,
896
+ "step": 13700
897
+ },
898
+ {
899
+ "epoch": 5.74,
900
+ "learning_rate": 3.003873824017709e-06,
901
+ "loss": 0.5126,
902
+ "step": 13800
903
+ },
904
+ {
905
+ "epoch": 5.78,
906
+ "learning_rate": 2.9485334809075815e-06,
907
+ "loss": 0.5063,
908
+ "step": 13900
909
+ },
910
+ {
911
+ "epoch": 5.83,
912
+ "learning_rate": 2.893193137797455e-06,
913
+ "loss": 0.509,
914
+ "step": 14000
915
+ },
916
+ {
917
+ "epoch": 5.87,
918
+ "learning_rate": 2.8378527946873275e-06,
919
+ "loss": 0.5057,
920
+ "step": 14100
921
+ },
922
+ {
923
+ "epoch": 5.91,
924
+ "learning_rate": 2.7825124515772e-06,
925
+ "loss": 0.5135,
926
+ "step": 14200
927
+ },
928
+ {
929
+ "epoch": 5.95,
930
+ "learning_rate": 2.7271721084670726e-06,
931
+ "loss": 0.5029,
932
+ "step": 14300
933
+ },
934
+ {
935
+ "epoch": 5.99,
936
+ "learning_rate": 2.6718317653569455e-06,
937
+ "loss": 0.5077,
938
+ "step": 14400
939
+ },
940
+ {
941
+ "epoch": 6.0,
942
+ "eval_accuracy": 0.6845555526651231,
943
+ "eval_f1": 0.6679233877734426,
944
+ "eval_loss": 0.6076513528823853,
945
+ "eval_matthews_correlation": 0.3361089559539716,
946
+ "eval_precision": 0.6691251450752326,
947
+ "eval_recall": 0.6669905888657424,
948
+ "eval_runtime": 29.2066,
949
+ "eval_samples_per_second": 1316.175,
950
+ "eval_steps_per_second": 10.306,
951
+ "step": 14418
952
+ }
953
+ ],
954
+ "logging_steps": 100,
955
+ "max_steps": 19224,
956
+ "num_train_epochs": 8,
957
+ "save_steps": 100,
958
+ "total_flos": 1.5455891716687834e+17,
959
+ "trial_name": null,
960
+ "trial_params": null
961
+ }
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/checkpoint-14418/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4f7d486df42091f53295aa47f059d06a4d52d530d26bb2995b6ea56232b1ad31
3
+ size 5457
EXC/len2_3072/lr1e-5_wd0.05_wr0.06_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.06_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6280951499938965, "eval_accuracy": 0.6684009260945345, "eval_f1": 0.6577154647251351, "eval_matthews_correlation": 0.3165141694343519, "eval_precision": 0.6566466645065003, "eval_recall": 0.6598840609985672, "eval_runtime": 27.2345, "eval_samples_per_second": 1411.482, "eval_steps_per_second": 11.052, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.10_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.10_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6246327757835388, "eval_accuracy": 0.6734736349210478, "eval_f1": 0.6549222915141233, "eval_matthews_correlation": 0.31089397043936445, "eval_precision": 0.657531505475311, "eval_recall": 0.6533900481746817, "eval_runtime": 18.7099, "eval_samples_per_second": 2054.582, "eval_steps_per_second": 16.088, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.10_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.10_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.616929829120636, "eval_accuracy": 0.675294607320309, "eval_f1": 0.6531504826243963, "eval_matthews_correlation": 0.3096241158109831, "eval_precision": 0.6588842470526675, "eval_recall": 0.6508442386046533, "eval_runtime": 21.6847, "eval_samples_per_second": 1772.727, "eval_steps_per_second": 13.881, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.05_wr0.10_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.05_wr0.10_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6200296878814697, "eval_accuracy": 0.6700137873624515, "eval_f1": 0.653167576553823, "eval_matthews_correlation": 0.30668119297168356, "eval_precision": 0.654459324144854, "eval_recall": 0.6522299716175286, "eval_runtime": 25.1259, "eval_samples_per_second": 1529.934, "eval_steps_per_second": 11.98, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.0_wr0.03_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.03_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6209965944290161, "eval_accuracy": 0.6655133841471346, "eval_f1": 0.6543210909015286, "eval_matthews_correlation": 0.3094853204585996, "eval_precision": 0.653322990349209, "eval_recall": 0.6561754753171891, "eval_runtime": 26.6993, "eval_samples_per_second": 1439.773, "eval_steps_per_second": 11.274, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.0_wr0.03_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.03_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6022893786430359, "eval_accuracy": 0.6749043989490388, "eval_f1": 0.6551795994582454, "eval_matthews_correlation": 0.3120603827002284, "eval_precision": 0.6587866517628707, "eval_recall": 0.6533215817731978, "eval_runtime": 28.1053, "eval_samples_per_second": 1367.748, "eval_steps_per_second": 10.71, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.0_wr0.03_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.03_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6208837032318115, "eval_accuracy": 0.6688691761400588, "eval_f1": 0.6550503643835527, "eval_matthews_correlation": 0.31012957267721847, "eval_precision": 0.6547706844178358, "eval_recall": 0.6553594471245199, "eval_runtime": 22.0837, "eval_samples_per_second": 1740.693, "eval_steps_per_second": 13.63, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.0_wr0.06_ep10_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.06_ep10_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6213700175285339, "eval_accuracy": 0.6717046903046227, "eval_f1": 0.6566279782150553, "eval_matthews_correlation": 0.3132888196567533, "eval_precision": 0.6569769975295723, "eval_recall": 0.6563125267818802, "eval_runtime": 27.6944, "eval_samples_per_second": 1388.042, "eval_steps_per_second": 10.869, "epoch": 10.0}
EXC/len2_3072/lr1e-5_wd0.0_wr0.06_ep6_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.06_ep6_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6122373938560486, "eval_accuracy": 0.6657214952784787, "eval_f1": 0.648601060640406, "eval_matthews_correlation": 0.29756061221586916, "eval_precision": 0.6498911478035265, "eval_recall": 0.6476776968482854, "eval_runtime": 21.3164, "eval_samples_per_second": 1803.357, "eval_steps_per_second": 14.121, "epoch": 6.0}
EXC/len2_3072/lr1e-5_wd0.0_wr0.06_ep8_seed42/results/hg38_len2_3072_binary_EXC_lr1e-5_wd0.0_wr0.06_ep8_seed42/eval_results.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"eval_loss": 0.6460663676261902, "eval_accuracy": 0.6640305923363076, "eval_f1": 0.6556355886523308, "eval_matthews_correlation": 0.3144874196534266, "eval_precision": 0.6548121803518537, "eval_recall": 0.65971342967893, "eval_runtime": 22.4264, "eval_samples_per_second": 1714.095, "eval_steps_per_second": 13.422, "epoch": 8.0}
EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/config.json ADDED
@@ -0,0 +1,27 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "/home/n5huang/dna_token/pretrain/models/len2_3072/checkpoint-100000",
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": 768,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 3072,
13
+ "layer_norm_eps": 1e-12,
14
+ "max_length": 512,
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": "4.35.2",
24
+ "type_vocab_size": 2,
25
+ "use_cache": true,
26
+ "vocab_size": 3072
27
+ }
EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:107978cdd1ff99264cc91e02f55d1b26a97a0cbe14a37073e58c1573885b5235
3
+ size 353632152
EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b92e16017a2be993322fe01203028fa02cc5a2142014a67dd3173c6aa46bd93f
3
+ size 707385995
EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b7a0ca6d9c03ca6cd21dacb7fbc3af34a636617c1d1ce5e8095e429ca7da8fbd
3
+ size 14645
EXC/len2_3072/lr1e-5_wd0.0_wr0.10_ep10_seed42/checkpoint-14418/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:19738f568d14a3d9a947df48b834704669e7d57aa128c4797fd740aed2a9d388
3
+ size 1465