Commit
·
46e3d07
1
Parent(s):
7b479da
first commit
Browse files- all_results.json +19 -0
- config.json +41 -0
- post-training eval_results.json +8 -0
- pre-training eval_results.json +7 -0
- pytorch_model.bin +3 -0
- train_results.json +8 -0
- trainer_state.json +178 -0
- training_args.bin +3 -0
all_results.json
ADDED
@@ -0,0 +1,19 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"eval_f1": 0.6645335958651243,
|
4 |
+
"eval_loss": 0.6792270531125815,
|
5 |
+
"eval_runtime": 1.8612,
|
6 |
+
"eval_samples": 72,
|
7 |
+
"eval_samples_per_second": 38.686,
|
8 |
+
"eval_steps_per_second": 38.686,
|
9 |
+
"test_f1": 0.8574610244988863,
|
10 |
+
"test_loss": 0.41005876731686347,
|
11 |
+
"test_runtime": 1.8863,
|
12 |
+
"test_samples_per_second": 38.171,
|
13 |
+
"test_steps_per_second": 38.171,
|
14 |
+
"train_loss": 0.34470706577448884,
|
15 |
+
"train_runtime": 143.1766,
|
16 |
+
"train_samples": 516,
|
17 |
+
"train_samples_per_second": 10.812,
|
18 |
+
"train_steps_per_second": 10.812
|
19 |
+
}
|
config.json
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"architectures": [
|
3 |
+
"SentenceClassificationModel"
|
4 |
+
],
|
5 |
+
"attention_probs_dropout_prob": 0.1,
|
6 |
+
"bos_token_id": 0,
|
7 |
+
"classification_head": {
|
8 |
+
"num_labels": 1,
|
9 |
+
"pooling_method": "average"
|
10 |
+
},
|
11 |
+
"classifier_dropout": null,
|
12 |
+
"eos_token_id": 2,
|
13 |
+
"frozen_layers": [
|
14 |
+
0,
|
15 |
+
1,
|
16 |
+
2,
|
17 |
+
3,
|
18 |
+
4,
|
19 |
+
5,
|
20 |
+
6,
|
21 |
+
7,
|
22 |
+
8
|
23 |
+
],
|
24 |
+
"hidden_act": "gelu",
|
25 |
+
"hidden_dropout_prob": 0.1,
|
26 |
+
"hidden_size": 768,
|
27 |
+
"initializer_range": 0.02,
|
28 |
+
"intermediate_size": 3072,
|
29 |
+
"layer_norm_eps": 1e-05,
|
30 |
+
"max_position_embeddings": 514,
|
31 |
+
"model_type": "roberta",
|
32 |
+
"num_attention_heads": 12,
|
33 |
+
"num_hidden_layers": 12,
|
34 |
+
"pad_token_id": 1,
|
35 |
+
"position_embedding_type": "absolute",
|
36 |
+
"torch_dtype": "float32",
|
37 |
+
"transformers_version": "4.12.2",
|
38 |
+
"type_vocab_size": 1,
|
39 |
+
"use_cache": true,
|
40 |
+
"vocab_size": 50265
|
41 |
+
}
|
post-training eval_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"eval_samples": 72,
|
3 |
+
"test_f1": 0.8574610244988863,
|
4 |
+
"test_loss": 0.41005876731686347,
|
5 |
+
"test_runtime": 1.8863,
|
6 |
+
"test_samples_per_second": 38.171,
|
7 |
+
"test_steps_per_second": 38.171
|
8 |
+
}
|
pre-training eval_results.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"eval_f1": 0.6645335958651243,
|
3 |
+
"eval_loss": 0.6792270531125815,
|
4 |
+
"eval_runtime": 1.8612,
|
5 |
+
"eval_samples_per_second": 38.686,
|
6 |
+
"eval_steps_per_second": 38.686
|
7 |
+
}
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:333c922af70e47797b9d7dd218342a55d79ae925c8f7327c293388aa505fff2f
|
3 |
+
size 498671085
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 3.0,
|
3 |
+
"train_loss": 0.34470706577448884,
|
4 |
+
"train_runtime": 143.1766,
|
5 |
+
"train_samples": 516,
|
6 |
+
"train_samples_per_second": 10.812,
|
7 |
+
"train_steps_per_second": 10.812
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,178 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 3.0,
|
5 |
+
"global_step": 1548,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.19,
|
12 |
+
"eval_f1": 0.849254555494202,
|
13 |
+
"eval_loss": 0.43653005974375836,
|
14 |
+
"eval_runtime": 1.8732,
|
15 |
+
"eval_samples_per_second": 38.438,
|
16 |
+
"eval_steps_per_second": 38.438,
|
17 |
+
"step": 100
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 0.39,
|
21 |
+
"eval_f1": 0.8503301540719003,
|
22 |
+
"eval_loss": 0.41970557127046154,
|
23 |
+
"eval_runtime": 2.0707,
|
24 |
+
"eval_samples_per_second": 34.771,
|
25 |
+
"eval_steps_per_second": 34.771,
|
26 |
+
"step": 200
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.58,
|
30 |
+
"eval_f1": 0.8297065282491516,
|
31 |
+
"eval_loss": 0.40088379935422785,
|
32 |
+
"eval_runtime": 1.8754,
|
33 |
+
"eval_samples_per_second": 38.393,
|
34 |
+
"eval_steps_per_second": 38.393,
|
35 |
+
"step": 300
|
36 |
+
},
|
37 |
+
{
|
38 |
+
"epoch": 0.78,
|
39 |
+
"eval_f1": 0.8422688422688422,
|
40 |
+
"eval_loss": 0.3884492161937947,
|
41 |
+
"eval_runtime": 1.9854,
|
42 |
+
"eval_samples_per_second": 36.264,
|
43 |
+
"eval_steps_per_second": 36.264,
|
44 |
+
"step": 400
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.97,
|
48 |
+
"learning_rate": 3.3850129198966415e-05,
|
49 |
+
"loss": 0.4311,
|
50 |
+
"step": 500
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.97,
|
54 |
+
"eval_f1": 0.8528028933092224,
|
55 |
+
"eval_loss": 0.38350051814712116,
|
56 |
+
"eval_runtime": 1.8888,
|
57 |
+
"eval_samples_per_second": 38.119,
|
58 |
+
"eval_steps_per_second": 38.119,
|
59 |
+
"step": 500
|
60 |
+
},
|
61 |
+
{
|
62 |
+
"epoch": 1.16,
|
63 |
+
"eval_f1": 0.850596842510589,
|
64 |
+
"eval_loss": 0.37396426411921446,
|
65 |
+
"eval_runtime": 1.8758,
|
66 |
+
"eval_samples_per_second": 38.383,
|
67 |
+
"eval_steps_per_second": 38.383,
|
68 |
+
"step": 600
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 1.36,
|
72 |
+
"eval_f1": 0.8452932098765432,
|
73 |
+
"eval_loss": 0.4050087825284831,
|
74 |
+
"eval_runtime": 1.8815,
|
75 |
+
"eval_samples_per_second": 38.268,
|
76 |
+
"eval_steps_per_second": 38.268,
|
77 |
+
"step": 700
|
78 |
+
},
|
79 |
+
{
|
80 |
+
"epoch": 1.55,
|
81 |
+
"eval_f1": 0.8532502919423901,
|
82 |
+
"eval_loss": 0.3930495809773195,
|
83 |
+
"eval_runtime": 1.8501,
|
84 |
+
"eval_samples_per_second": 38.918,
|
85 |
+
"eval_steps_per_second": 38.918,
|
86 |
+
"step": 800
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.74,
|
90 |
+
"eval_f1": 0.8646658074019518,
|
91 |
+
"eval_loss": 0.37751149353174285,
|
92 |
+
"eval_runtime": 1.87,
|
93 |
+
"eval_samples_per_second": 38.504,
|
94 |
+
"eval_steps_per_second": 38.504,
|
95 |
+
"step": 900
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"epoch": 1.94,
|
99 |
+
"learning_rate": 1.7700258397932818e-05,
|
100 |
+
"loss": 0.3357,
|
101 |
+
"step": 1000
|
102 |
+
},
|
103 |
+
{
|
104 |
+
"epoch": 1.94,
|
105 |
+
"eval_f1": 0.8435221536735839,
|
106 |
+
"eval_loss": 0.40316357022531535,
|
107 |
+
"eval_runtime": 1.9305,
|
108 |
+
"eval_samples_per_second": 37.296,
|
109 |
+
"eval_steps_per_second": 37.296,
|
110 |
+
"step": 1000
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 2.13,
|
114 |
+
"eval_f1": 0.8601869158878505,
|
115 |
+
"eval_loss": 0.37796433318775113,
|
116 |
+
"eval_runtime": 1.8724,
|
117 |
+
"eval_samples_per_second": 38.453,
|
118 |
+
"eval_steps_per_second": 38.453,
|
119 |
+
"step": 1100
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 2.33,
|
123 |
+
"eval_f1": 0.8579914609244479,
|
124 |
+
"eval_loss": 0.4167007547913436,
|
125 |
+
"eval_runtime": 1.8767,
|
126 |
+
"eval_samples_per_second": 38.365,
|
127 |
+
"eval_steps_per_second": 38.365,
|
128 |
+
"step": 1200
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 2.52,
|
132 |
+
"eval_f1": 0.8557028187418332,
|
133 |
+
"eval_loss": 0.4009078407659654,
|
134 |
+
"eval_runtime": 1.8798,
|
135 |
+
"eval_samples_per_second": 38.302,
|
136 |
+
"eval_steps_per_second": 38.302,
|
137 |
+
"step": 1300
|
138 |
+
},
|
139 |
+
{
|
140 |
+
"epoch": 2.71,
|
141 |
+
"eval_f1": 0.853885616568497,
|
142 |
+
"eval_loss": 0.4169967998459562,
|
143 |
+
"eval_runtime": 1.8663,
|
144 |
+
"eval_samples_per_second": 38.579,
|
145 |
+
"eval_steps_per_second": 38.579,
|
146 |
+
"step": 1400
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 2.91,
|
150 |
+
"learning_rate": 1.550387596899225e-06,
|
151 |
+
"loss": 0.2747,
|
152 |
+
"step": 1500
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 2.91,
|
156 |
+
"eval_f1": 0.8545181852268466,
|
157 |
+
"eval_loss": 0.41253904368235106,
|
158 |
+
"eval_runtime": 1.8671,
|
159 |
+
"eval_samples_per_second": 38.563,
|
160 |
+
"eval_steps_per_second": 38.563,
|
161 |
+
"step": 1500
|
162 |
+
},
|
163 |
+
{
|
164 |
+
"epoch": 3.0,
|
165 |
+
"step": 1548,
|
166 |
+
"total_flos": 1928644274657952.0,
|
167 |
+
"train_loss": 0.34470706577448884,
|
168 |
+
"train_runtime": 143.1766,
|
169 |
+
"train_samples_per_second": 10.812,
|
170 |
+
"train_steps_per_second": 10.812
|
171 |
+
}
|
172 |
+
],
|
173 |
+
"max_steps": 1548,
|
174 |
+
"num_train_epochs": 3,
|
175 |
+
"total_flos": 1928644274657952.0,
|
176 |
+
"trial_name": null,
|
177 |
+
"trial_params": null
|
178 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:034e6e5d4ed1c3949a2059e1509ff20f730a1624b75fb393f31abdb7248cb1b3
|
3 |
+
size 2863
|