Training in progress, step 7000
Browse files- model.safetensors +1 -1
- run-bad69_00000/checkpoint-7000/config.json +37 -0
- run-bad69_00000/checkpoint-7000/model.safetensors +3 -0
- run-bad69_00000/checkpoint-7000/optimizer.pt +3 -0
- run-bad69_00000/checkpoint-7000/rng_state.pth +3 -0
- run-bad69_00000/checkpoint-7000/scheduler.pt +3 -0
- run-bad69_00000/checkpoint-7000/trainer_state.json +220 -0
- run-bad69_00000/checkpoint-7000/training_args.bin +3 -0
model.safetensors
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 135998360
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7025cc813c6842da1577cca7ae7295b525d4df666d85b46d0b5eea3cbd2337f
|
3 |
size 135998360
|
run-bad69_00000/checkpoint-7000/config.json
ADDED
@@ -0,0 +1,37 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "mgh6/esm_cluster_35M_linear",
|
3 |
+
"architectures": [
|
4 |
+
"EsmForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"classifier_dropout": 0.18727005942368125,
|
8 |
+
"emb_layer_norm_before": false,
|
9 |
+
"esmfold_config": null,
|
10 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.0,
|
12 |
+
"hidden_size": 480,
|
13 |
+
"id2label": {
|
14 |
+
"0": "LABEL_0"
|
15 |
+
},
|
16 |
+
"initializer_range": 0.02,
|
17 |
+
"intermediate_size": 1920,
|
18 |
+
"is_folding_model": false,
|
19 |
+
"label2id": {
|
20 |
+
"LABEL_0": 0
|
21 |
+
},
|
22 |
+
"layer_norm_eps": 1e-05,
|
23 |
+
"mask_token_id": 32,
|
24 |
+
"max_position_embeddings": 1026,
|
25 |
+
"model_type": "esm",
|
26 |
+
"num_attention_heads": 20,
|
27 |
+
"num_hidden_layers": 12,
|
28 |
+
"pad_token_id": 1,
|
29 |
+
"position_embedding_type": "rotary",
|
30 |
+
"problem_type": "regression",
|
31 |
+
"token_dropout": true,
|
32 |
+
"torch_dtype": "float32",
|
33 |
+
"transformers_version": "4.35.2",
|
34 |
+
"use_cache": true,
|
35 |
+
"vocab_list": null,
|
36 |
+
"vocab_size": 33
|
37 |
+
}
|
run-bad69_00000/checkpoint-7000/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:b7025cc813c6842da1577cca7ae7295b525d4df666d85b46d0b5eea3cbd2337f
|
3 |
+
size 135998360
|
run-bad69_00000/checkpoint-7000/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9b42a91644c77aeb454141555d10d42b93184c28b0e8a72aa564b103228af761
|
3 |
+
size 268171578
|
run-bad69_00000/checkpoint-7000/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2d902f32d1016df1a5222a3194689fecdd80993360c5f6c0fb2f1bf11ee45a5c
|
3 |
+
size 14244
|
run-bad69_00000/checkpoint-7000/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ff82fd193c8924a10f9ba2c6223ec325431aa118df757e1ff114c10658c78d78
|
3 |
+
size 1064
|
run-bad69_00000/checkpoint-7000/trainer_state.json
ADDED
@@ -0,0 +1,220 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.16315020620822906,
|
3 |
+
"best_model_checkpoint": "mgh6/TCS_Pair/run-bad69_00000/checkpoint-7000",
|
4 |
+
"epoch": 1.882479494419793,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 7000,
|
7 |
+
"is_hyper_param_search": true,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.13,
|
13 |
+
"learning_rate": 0.00079158678443389,
|
14 |
+
"loss": 0.1584,
|
15 |
+
"step": 500
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.13,
|
19 |
+
"eval_loss": 0.2451040893793106,
|
20 |
+
"eval_runtime": 21.3792,
|
21 |
+
"eval_samples_per_second": 224.096,
|
22 |
+
"eval_steps_per_second": 28.018,
|
23 |
+
"step": 500
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.27,
|
27 |
+
"learning_rate": 0.000786228087003387,
|
28 |
+
"loss": 0.1285,
|
29 |
+
"step": 1000
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 0.27,
|
33 |
+
"eval_loss": 0.19461262226104736,
|
34 |
+
"eval_runtime": 21.0052,
|
35 |
+
"eval_samples_per_second": 228.086,
|
36 |
+
"eval_steps_per_second": 28.517,
|
37 |
+
"step": 1000
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.4,
|
41 |
+
"learning_rate": 0.0007808693895728842,
|
42 |
+
"loss": 0.1232,
|
43 |
+
"step": 1500
|
44 |
+
},
|
45 |
+
{
|
46 |
+
"epoch": 0.4,
|
47 |
+
"eval_loss": 0.268852174282074,
|
48 |
+
"eval_runtime": 21.1069,
|
49 |
+
"eval_samples_per_second": 226.988,
|
50 |
+
"eval_steps_per_second": 28.379,
|
51 |
+
"step": 1500
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.54,
|
55 |
+
"learning_rate": 0.0007755106921423813,
|
56 |
+
"loss": 0.1182,
|
57 |
+
"step": 2000
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 0.54,
|
61 |
+
"eval_loss": 0.18187156319618225,
|
62 |
+
"eval_runtime": 21.0753,
|
63 |
+
"eval_samples_per_second": 227.328,
|
64 |
+
"eval_steps_per_second": 28.422,
|
65 |
+
"step": 2000
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.67,
|
69 |
+
"learning_rate": 0.0007701519947118784,
|
70 |
+
"loss": 0.1642,
|
71 |
+
"step": 2500
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 0.67,
|
75 |
+
"eval_loss": 0.25392478704452515,
|
76 |
+
"eval_runtime": 21.48,
|
77 |
+
"eval_samples_per_second": 223.045,
|
78 |
+
"eval_steps_per_second": 27.886,
|
79 |
+
"step": 2500
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.81,
|
83 |
+
"learning_rate": 0.0007647932972813753,
|
84 |
+
"loss": 0.1779,
|
85 |
+
"step": 3000
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 0.81,
|
89 |
+
"eval_loss": 0.2446264624595642,
|
90 |
+
"eval_runtime": 21.3207,
|
91 |
+
"eval_samples_per_second": 224.711,
|
92 |
+
"eval_steps_per_second": 28.095,
|
93 |
+
"step": 3000
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.94,
|
97 |
+
"learning_rate": 0.0007594345998508726,
|
98 |
+
"loss": 0.1776,
|
99 |
+
"step": 3500
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 0.94,
|
103 |
+
"eval_loss": 0.2562008798122406,
|
104 |
+
"eval_runtime": 21.0095,
|
105 |
+
"eval_samples_per_second": 228.039,
|
106 |
+
"eval_steps_per_second": 28.511,
|
107 |
+
"step": 3500
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 1.08,
|
111 |
+
"learning_rate": 0.0007540759024203697,
|
112 |
+
"loss": 0.175,
|
113 |
+
"step": 4000
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 1.08,
|
117 |
+
"eval_loss": 0.2355659455060959,
|
118 |
+
"eval_runtime": 21.3063,
|
119 |
+
"eval_samples_per_second": 224.863,
|
120 |
+
"eval_steps_per_second": 28.114,
|
121 |
+
"step": 4000
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 1.21,
|
125 |
+
"learning_rate": 0.0007487172049898666,
|
126 |
+
"loss": 0.1362,
|
127 |
+
"step": 4500
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.21,
|
131 |
+
"eval_loss": 0.21570900082588196,
|
132 |
+
"eval_runtime": 21.316,
|
133 |
+
"eval_samples_per_second": 224.761,
|
134 |
+
"eval_steps_per_second": 28.101,
|
135 |
+
"step": 4500
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 1.34,
|
139 |
+
"learning_rate": 0.0007433585075593637,
|
140 |
+
"loss": 0.1122,
|
141 |
+
"step": 5000
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 1.34,
|
145 |
+
"eval_loss": 0.1876734346151352,
|
146 |
+
"eval_runtime": 21.4079,
|
147 |
+
"eval_samples_per_second": 223.796,
|
148 |
+
"eval_steps_per_second": 27.98,
|
149 |
+
"step": 5000
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 1.48,
|
153 |
+
"learning_rate": 0.0007379998101288608,
|
154 |
+
"loss": 0.101,
|
155 |
+
"step": 5500
|
156 |
+
},
|
157 |
+
{
|
158 |
+
"epoch": 1.48,
|
159 |
+
"eval_loss": 0.18231742084026337,
|
160 |
+
"eval_runtime": 21.3418,
|
161 |
+
"eval_samples_per_second": 224.489,
|
162 |
+
"eval_steps_per_second": 28.067,
|
163 |
+
"step": 5500
|
164 |
+
},
|
165 |
+
{
|
166 |
+
"epoch": 1.61,
|
167 |
+
"learning_rate": 0.0007326411126983579,
|
168 |
+
"loss": 0.1007,
|
169 |
+
"step": 6000
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 1.61,
|
173 |
+
"eval_loss": 0.16691634058952332,
|
174 |
+
"eval_runtime": 21.7262,
|
175 |
+
"eval_samples_per_second": 220.517,
|
176 |
+
"eval_steps_per_second": 27.57,
|
177 |
+
"step": 6000
|
178 |
+
},
|
179 |
+
{
|
180 |
+
"epoch": 1.75,
|
181 |
+
"learning_rate": 0.000727282415267855,
|
182 |
+
"loss": 0.0956,
|
183 |
+
"step": 6500
|
184 |
+
},
|
185 |
+
{
|
186 |
+
"epoch": 1.75,
|
187 |
+
"eval_loss": 0.16458247601985931,
|
188 |
+
"eval_runtime": 21.9766,
|
189 |
+
"eval_samples_per_second": 218.005,
|
190 |
+
"eval_steps_per_second": 27.256,
|
191 |
+
"step": 6500
|
192 |
+
},
|
193 |
+
{
|
194 |
+
"epoch": 1.88,
|
195 |
+
"learning_rate": 0.0007219237178373521,
|
196 |
+
"loss": 0.0943,
|
197 |
+
"step": 7000
|
198 |
+
},
|
199 |
+
{
|
200 |
+
"epoch": 1.88,
|
201 |
+
"eval_loss": 0.16315020620822906,
|
202 |
+
"eval_runtime": 21.3684,
|
203 |
+
"eval_samples_per_second": 224.209,
|
204 |
+
"eval_steps_per_second": 28.032,
|
205 |
+
"step": 7000
|
206 |
+
}
|
207 |
+
],
|
208 |
+
"logging_steps": 500,
|
209 |
+
"max_steps": 74360,
|
210 |
+
"num_train_epochs": 20,
|
211 |
+
"save_steps": 500,
|
212 |
+
"total_flos": 7110552151144368.0,
|
213 |
+
"trial_name": null,
|
214 |
+
"trial_params": {
|
215 |
+
"classifier_dropout": 0.18727005942368125,
|
216 |
+
"gradient_accumulation_steps": 2,
|
217 |
+
"learning_rate": 0.0007969454818643929,
|
218 |
+
"weight_decay": 0.029106359131330688
|
219 |
+
}
|
220 |
+
}
|
run-bad69_00000/checkpoint-7000/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f6824f9fe4d5530bdfbcda9b94035c681cade4710ef178c7fb69dcfe7e47c4df
|
3 |
+
size 4600
|