AshtonIsNotHere
commited on
Commit
·
9c22ef5
1
Parent(s):
8174a3c
Best checkpoint from 5-epoch training run on relevance-filtered ctrs
Browse files- .gitignore +1 -0
- all_results.json +16 -0
- config.json +35 -0
- eval_results.json +11 -0
- pytorch_model.bin +3 -0
- runs/Mar23_09-50-19_node0293.palmetto.clemson.edu/1679579473.3417587/events.out.tfevents.1679579473.node0293.palmetto.clemson.edu +3 -0
- runs/Mar23_09-50-19_node0293.palmetto.clemson.edu/events.out.tfevents.1679579472.node0293.palmetto.clemson.edu +3 -0
- runs/Mar23_09-50-19_node0293.palmetto.clemson.edu/events.out.tfevents.1679579706.node0293.palmetto.clemson.edu +3 -0
- runs/Mar23_10-09-36_node0382.palmetto.clemson.edu/1679580609.5511744/events.out.tfevents.1679580609.node0382.palmetto.clemson.edu +3 -0
- runs/Mar23_10-09-36_node0382.palmetto.clemson.edu/events.out.tfevents.1679580609.node0382.palmetto.clemson.edu +3 -0
- runs/Mar23_10-09-36_node0382.palmetto.clemson.edu/events.out.tfevents.1679580827.node0382.palmetto.clemson.edu +3 -0
- special_tokens_map.json +7 -0
- tokenizer_config.json +18 -0
- train_results.json +8 -0
- trainer_state.json +85 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
.gitignore
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
checkpoint-*/
|
all_results.json
ADDED
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.615,
|
4 |
+
"eval_f1": 0.641860465116279,
|
5 |
+
"eval_loss": 0.6473702788352966,
|
6 |
+
"eval_precision": 0.6,
|
7 |
+
"eval_recall": 0.69,
|
8 |
+
"eval_runtime": 0.6911,
|
9 |
+
"eval_samples_per_second": 289.404,
|
10 |
+
"eval_steps_per_second": 10.129,
|
11 |
+
"train_loss": 0.623549058702257,
|
12 |
+
"train_runtime": 216.6633,
|
13 |
+
"train_samples": 1700,
|
14 |
+
"train_samples_per_second": 39.231,
|
15 |
+
"train_steps_per_second": 1.246
|
16 |
+
}
|
config.json
ADDED
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "/home/taw2/semeval/gatortron_da_breast_cancer",
|
3 |
+
"architectures": [
|
4 |
+
"MegatronBertForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"hidden_act": "gelu",
|
8 |
+
"hidden_dropout_prob": 0.1,
|
9 |
+
"hidden_size": 1024,
|
10 |
+
"id2label": {
|
11 |
+
"0": "Contradiction",
|
12 |
+
"1": "Entailment"
|
13 |
+
},
|
14 |
+
"initializer_range": 0.02,
|
15 |
+
"intermediate_size": 4096,
|
16 |
+
"label2id": {
|
17 |
+
"Contradiction": 0,
|
18 |
+
"Entailment": 1
|
19 |
+
},
|
20 |
+
"layer_norm_eps": 1e-12,
|
21 |
+
"max_position_embeddings": 512,
|
22 |
+
"model_type": "megatron-bert",
|
23 |
+
"num_attention_heads": 16,
|
24 |
+
"num_hidden_layers": 24,
|
25 |
+
"num_layers": 24,
|
26 |
+
"pad_token_id": 0,
|
27 |
+
"position_embedding_type": "absolute",
|
28 |
+
"problem_type": "single_label_classification",
|
29 |
+
"tokenizer_type": "BertWordPieceCase",
|
30 |
+
"torch_dtype": "float32",
|
31 |
+
"transformers_version": "4.24.0",
|
32 |
+
"type_vocab_size": 2,
|
33 |
+
"use_cache": true,
|
34 |
+
"vocab_size": 50176
|
35 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"eval_accuracy": 0.615,
|
4 |
+
"eval_f1": 0.641860465116279,
|
5 |
+
"eval_loss": 0.6473702788352966,
|
6 |
+
"eval_precision": 0.6,
|
7 |
+
"eval_recall": 0.69,
|
8 |
+
"eval_runtime": 0.6911,
|
9 |
+
"eval_samples_per_second": 289.404,
|
10 |
+
"eval_steps_per_second": 10.129
|
11 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d00ec978614fed3b45388384185e2f9cc06ddff55abadc51d7be53610808f987
|
3 |
+
size 1421216053
|
runs/Mar23_09-50-19_node0293.palmetto.clemson.edu/1679579473.3417587/events.out.tfevents.1679579473.node0293.palmetto.clemson.edu
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:278a419e17a4ed0d02746de2f052e141789db0b249790d75ae0563ae52b9a181
|
3 |
+
size 5332
|
runs/Mar23_09-50-19_node0293.palmetto.clemson.edu/events.out.tfevents.1679579472.node0293.palmetto.clemson.edu
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9730846330b38012e686e416882cd10cef0ebc74a01cdd51c269bc923d0b178d
|
3 |
+
size 6703
|
runs/Mar23_09-50-19_node0293.palmetto.clemson.edu/events.out.tfevents.1679579706.node0293.palmetto.clemson.edu
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3f9dcb2414f1ca55d6d0551b7a27c17b4a369ad3a0170459e15cae8f8bf5b5ff
|
3 |
+
size 512
|
runs/Mar23_10-09-36_node0382.palmetto.clemson.edu/1679580609.5511744/events.out.tfevents.1679580609.node0382.palmetto.clemson.edu
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:87ff36cffbfce4cc8f331e9dedd7d9f18bba1030899a5f5af6823b73bb2e25aa
|
3 |
+
size 5332
|
runs/Mar23_10-09-36_node0382.palmetto.clemson.edu/events.out.tfevents.1679580609.node0382.palmetto.clemson.edu
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7504d11e1955a3edabdd8ab1d99b9e593856eeab0e843dffeb30b632859aaef
|
3 |
+
size 6703
|
runs/Mar23_10-09-36_node0382.palmetto.clemson.edu/events.out.tfevents.1679580827.node0382.palmetto.clemson.edu
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:46231865a11f1166bfadf7019c0c7c55f1adb2c6f4534ead713a30e7eb063375
|
3 |
+
size 40
|
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 |
+
}
|
tokenizer_config.json
ADDED
@@ -0,0 +1,18 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"do_basic_tokenize": true,
|
4 |
+
"do_lower_case": false,
|
5 |
+
"mask_token": "[MASK]",
|
6 |
+
"max_length": 512,
|
7 |
+
"name_or_path": "/home/taw2/gatortron",
|
8 |
+
"never_split": null,
|
9 |
+
"pad_token": "[PAD]",
|
10 |
+
"sep_token": "[SEP]",
|
11 |
+
"special_tokens_map_file": "/home/taw2/gatortron/special_tokens_map.json",
|
12 |
+
"strip_accents": null,
|
13 |
+
"tokenize_chinese_chars": true,
|
14 |
+
"tokenizer_class": "BertTokenizer",
|
15 |
+
"truncation": true,
|
16 |
+
"unk_token": "[UNK]",
|
17 |
+
"use_fast": true
|
18 |
+
}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 5.0,
|
3 |
+
"train_loss": 0.623549058702257,
|
4 |
+
"train_runtime": 216.6633,
|
5 |
+
"train_samples": 1700,
|
6 |
+
"train_samples_per_second": 39.231,
|
7 |
+
"train_steps_per_second": 1.246
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,85 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.6473702788352966,
|
3 |
+
"best_model_checkpoint": "/scratch1/taw2/semeval/nli_upload/checkpoint-162",
|
4 |
+
"epoch": 5.0,
|
5 |
+
"global_step": 270,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"eval_accuracy": 0.5,
|
13 |
+
"eval_f1": 0.0,
|
14 |
+
"eval_loss": 0.6974926590919495,
|
15 |
+
"eval_precision": 0.0,
|
16 |
+
"eval_recall": 0.0,
|
17 |
+
"eval_runtime": 0.739,
|
18 |
+
"eval_samples_per_second": 270.621,
|
19 |
+
"eval_steps_per_second": 9.472,
|
20 |
+
"step": 54
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 2.0,
|
24 |
+
"eval_accuracy": 0.59,
|
25 |
+
"eval_f1": 0.5060240963855421,
|
26 |
+
"eval_loss": 0.6564074754714966,
|
27 |
+
"eval_precision": 0.6363636363636364,
|
28 |
+
"eval_recall": 0.42,
|
29 |
+
"eval_runtime": 0.6921,
|
30 |
+
"eval_samples_per_second": 288.987,
|
31 |
+
"eval_steps_per_second": 10.115,
|
32 |
+
"step": 108
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 3.0,
|
36 |
+
"eval_accuracy": 0.615,
|
37 |
+
"eval_f1": 0.641860465116279,
|
38 |
+
"eval_loss": 0.6473702788352966,
|
39 |
+
"eval_precision": 0.6,
|
40 |
+
"eval_recall": 0.69,
|
41 |
+
"eval_runtime": 0.6899,
|
42 |
+
"eval_samples_per_second": 289.893,
|
43 |
+
"eval_steps_per_second": 10.146,
|
44 |
+
"step": 162
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 4.0,
|
48 |
+
"eval_accuracy": 0.6,
|
49 |
+
"eval_f1": 0.6638655462184875,
|
50 |
+
"eval_loss": 0.6594653129577637,
|
51 |
+
"eval_precision": 0.572463768115942,
|
52 |
+
"eval_recall": 0.79,
|
53 |
+
"eval_runtime": 0.6906,
|
54 |
+
"eval_samples_per_second": 289.595,
|
55 |
+
"eval_steps_per_second": 10.136,
|
56 |
+
"step": 216
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 5.0,
|
60 |
+
"eval_accuracy": 0.61,
|
61 |
+
"eval_f1": 0.6355140186915889,
|
62 |
+
"eval_loss": 0.7758804559707642,
|
63 |
+
"eval_precision": 0.5964912280701754,
|
64 |
+
"eval_recall": 0.68,
|
65 |
+
"eval_runtime": 0.6911,
|
66 |
+
"eval_samples_per_second": 289.401,
|
67 |
+
"eval_steps_per_second": 10.129,
|
68 |
+
"step": 270
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 5.0,
|
72 |
+
"step": 270,
|
73 |
+
"total_flos": 837689804211456.0,
|
74 |
+
"train_loss": 0.623549058702257,
|
75 |
+
"train_runtime": 216.6633,
|
76 |
+
"train_samples_per_second": 39.231,
|
77 |
+
"train_steps_per_second": 1.246
|
78 |
+
}
|
79 |
+
],
|
80 |
+
"max_steps": 270,
|
81 |
+
"num_train_epochs": 5,
|
82 |
+
"total_flos": 837689804211456.0,
|
83 |
+
"trial_name": null,
|
84 |
+
"trial_params": null
|
85 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:498fd7eab865b11df116117d9f78fbea94b9ef978de6a88f2e17ddfab7c0edb5
|
3 |
+
size 3515
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|