Commit
·
6b640a5
1
Parent(s):
914c8e1
adding model finetuned on PAWS-X
Browse files- all_results.json +14 -0
- config.json +29 -0
- eval_results.json +9 -0
- events.out.tfevents.1653522238.nodeGPU01.2119856.0 +3 -0
- events.out.tfevents.1653522744.nodeGPU01.2119856.2 +3 -0
- merges.txt +0 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer.json +0 -0
- tokenizer_config.json +1 -0
- train_results.json +8 -0
- trainer_state.json +151 -0
- training_args.bin +3 -0
- vocab.json +0 -0
all_results.json
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 2.0,
|
3 |
+
"eval_accuracy": 0.890999972820282,
|
4 |
+
"eval_loss": 0.276936411857605,
|
5 |
+
"eval_runtime": 2.0572,
|
6 |
+
"eval_samples": 2000,
|
7 |
+
"eval_samples_per_second": 972.216,
|
8 |
+
"eval_steps_per_second": 30.625,
|
9 |
+
"train_loss": 0.17663975268447954,
|
10 |
+
"train_runtime": 500.8558,
|
11 |
+
"train_samples": 49401,
|
12 |
+
"train_samples_per_second": 197.266,
|
13 |
+
"train_steps_per_second": 6.165
|
14 |
+
}
|
config.json
ADDED
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "PlanTL-GOB-ES/roberta-large-bne",
|
3 |
+
"architectures": [
|
4 |
+
"RobertaForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.0,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"gradient_checkpointing": false,
|
11 |
+
"hidden_act": "gelu",
|
12 |
+
"hidden_dropout_prob": 0.0,
|
13 |
+
"hidden_size": 1024,
|
14 |
+
"initializer_range": 0.02,
|
15 |
+
"intermediate_size": 4096,
|
16 |
+
"layer_norm_eps": 1e-05,
|
17 |
+
"max_position_embeddings": 514,
|
18 |
+
"model_type": "roberta",
|
19 |
+
"num_attention_heads": 16,
|
20 |
+
"num_hidden_layers": 24,
|
21 |
+
"pad_token_id": 1,
|
22 |
+
"position_embedding_type": "absolute",
|
23 |
+
"problem_type": "single_label_classification",
|
24 |
+
"torch_dtype": "float32",
|
25 |
+
"transformers_version": "4.15.0",
|
26 |
+
"type_vocab_size": 1,
|
27 |
+
"use_cache": true,
|
28 |
+
"vocab_size": 50262
|
29 |
+
}
|
eval_results.json
ADDED
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 2.0,
|
3 |
+
"eval_accuracy": 0.890999972820282,
|
4 |
+
"eval_loss": 0.276936411857605,
|
5 |
+
"eval_runtime": 2.0572,
|
6 |
+
"eval_samples": 2000,
|
7 |
+
"eval_samples_per_second": 972.216,
|
8 |
+
"eval_steps_per_second": 30.625
|
9 |
+
}
|
events.out.tfevents.1653522238.nodeGPU01.2119856.0
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5cb1805824cda2749a5eb39820478d77d7cc5358eb3ce5f572186b5283b9559a
|
3 |
+
size 8003
|
events.out.tfevents.1653522744.nodeGPU01.2119856.2
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:be75ce57c008c948c09bc70cd0ef19293af77cd6684bb8ade81e5c47fb7c8c46
|
3 |
+
size 363
|
merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:9d92ee65a42a8e0cdb5c092412539a1bd865b6acca706c98abccaf65736d5ba0
|
3 |
+
size 1421599021
|
special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "eos_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "unk_token": {"content": "<unk>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "sep_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "pad_token": {"content": "<pad>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "cls_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true}}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"unk_token": {"content": "<unk>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "bos_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "eos_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "add_prefix_space": true, "errors": "replace", "sep_token": {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "cls_token": {"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "pad_token": {"content": "<pad>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": true, "__type": "AddedToken"}, "trim_offsets": true, "max_len": 512, "special_tokens_map_file": null, "name_or_path": "PlanTL-GOB-ES/roberta-large-bne", "tokenizer_class": "RobertaTokenizer"}
|
train_results.json
ADDED
@@ -0,0 +1,8 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"epoch": 2.0,
|
3 |
+
"train_loss": 0.17663975268447954,
|
4 |
+
"train_runtime": 500.8558,
|
5 |
+
"train_samples": 49401,
|
6 |
+
"train_samples_per_second": 197.266,
|
7 |
+
"train_steps_per_second": 6.165
|
8 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,151 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.276936411857605,
|
3 |
+
"best_model_checkpoint": "/home/fbravo/data/all_results/pawsx/roberta_large_bne/epochs_2_bs_32_lr_1e-5/checkpoint-1200",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"global_step": 3088,
|
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_accuracy": 0.859499990940094,
|
13 |
+
"eval_loss": 0.36283692717552185,
|
14 |
+
"eval_runtime": 2.0197,
|
15 |
+
"eval_samples_per_second": 990.267,
|
16 |
+
"eval_steps_per_second": 31.193,
|
17 |
+
"step": 300
|
18 |
+
},
|
19 |
+
{
|
20 |
+
"epoch": 0.32,
|
21 |
+
"learning_rate": 8.380829015544043e-06,
|
22 |
+
"loss": 0.3845,
|
23 |
+
"step": 500
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.39,
|
27 |
+
"eval_accuracy": 0.871999979019165,
|
28 |
+
"eval_loss": 0.3212876617908478,
|
29 |
+
"eval_runtime": 2.0153,
|
30 |
+
"eval_samples_per_second": 992.393,
|
31 |
+
"eval_steps_per_second": 31.26,
|
32 |
+
"step": 600
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.58,
|
36 |
+
"eval_accuracy": 0.890999972820282,
|
37 |
+
"eval_loss": 0.281432181596756,
|
38 |
+
"eval_runtime": 2.0204,
|
39 |
+
"eval_samples_per_second": 989.885,
|
40 |
+
"eval_steps_per_second": 31.181,
|
41 |
+
"step": 900
|
42 |
+
},
|
43 |
+
{
|
44 |
+
"epoch": 0.65,
|
45 |
+
"learning_rate": 6.764896373056995e-06,
|
46 |
+
"loss": 0.2115,
|
47 |
+
"step": 1000
|
48 |
+
},
|
49 |
+
{
|
50 |
+
"epoch": 0.78,
|
51 |
+
"eval_accuracy": 0.890999972820282,
|
52 |
+
"eval_loss": 0.276936411857605,
|
53 |
+
"eval_runtime": 2.0133,
|
54 |
+
"eval_samples_per_second": 993.395,
|
55 |
+
"eval_steps_per_second": 31.292,
|
56 |
+
"step": 1200
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.97,
|
60 |
+
"learning_rate": 5.1457253886010375e-06,
|
61 |
+
"loss": 0.1843,
|
62 |
+
"step": 1500
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.97,
|
66 |
+
"eval_accuracy": 0.8934999704360962,
|
67 |
+
"eval_loss": 0.2994357943534851,
|
68 |
+
"eval_runtime": 2.0148,
|
69 |
+
"eval_samples_per_second": 992.653,
|
70 |
+
"eval_steps_per_second": 31.269,
|
71 |
+
"step": 1500
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 1.17,
|
75 |
+
"eval_accuracy": 0.9010000228881836,
|
76 |
+
"eval_loss": 0.3649846911430359,
|
77 |
+
"eval_runtime": 2.0177,
|
78 |
+
"eval_samples_per_second": 991.23,
|
79 |
+
"eval_steps_per_second": 31.224,
|
80 |
+
"step": 1800
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 1.3,
|
84 |
+
"learning_rate": 3.5265544041450777e-06,
|
85 |
+
"loss": 0.1041,
|
86 |
+
"step": 2000
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.36,
|
90 |
+
"eval_accuracy": 0.902999997138977,
|
91 |
+
"eval_loss": 0.3713494837284088,
|
92 |
+
"eval_runtime": 2.0175,
|
93 |
+
"eval_samples_per_second": 991.324,
|
94 |
+
"eval_steps_per_second": 31.227,
|
95 |
+
"step": 2100
|
96 |
+
},
|
97 |
+
{
|
98 |
+
"epoch": 1.55,
|
99 |
+
"eval_accuracy": 0.8995000123977661,
|
100 |
+
"eval_loss": 0.380949467420578,
|
101 |
+
"eval_runtime": 2.0124,
|
102 |
+
"eval_samples_per_second": 993.836,
|
103 |
+
"eval_steps_per_second": 31.306,
|
104 |
+
"step": 2400
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 1.62,
|
108 |
+
"learning_rate": 1.9073834196891196e-06,
|
109 |
+
"loss": 0.0994,
|
110 |
+
"step": 2500
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 1.75,
|
114 |
+
"eval_accuracy": 0.8974999785423279,
|
115 |
+
"eval_loss": 0.34086307883262634,
|
116 |
+
"eval_runtime": 2.0134,
|
117 |
+
"eval_samples_per_second": 993.346,
|
118 |
+
"eval_steps_per_second": 31.29,
|
119 |
+
"step": 2700
|
120 |
+
},
|
121 |
+
{
|
122 |
+
"epoch": 1.94,
|
123 |
+
"learning_rate": 2.9145077720207257e-07,
|
124 |
+
"loss": 0.09,
|
125 |
+
"step": 3000
|
126 |
+
},
|
127 |
+
{
|
128 |
+
"epoch": 1.94,
|
129 |
+
"eval_accuracy": 0.902999997138977,
|
130 |
+
"eval_loss": 0.3528608977794647,
|
131 |
+
"eval_runtime": 2.0143,
|
132 |
+
"eval_samples_per_second": 992.921,
|
133 |
+
"eval_steps_per_second": 31.277,
|
134 |
+
"step": 3000
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 2.0,
|
138 |
+
"step": 3088,
|
139 |
+
"total_flos": 1.7847300994891776e+16,
|
140 |
+
"train_loss": 0.17663975268447954,
|
141 |
+
"train_runtime": 500.8558,
|
142 |
+
"train_samples_per_second": 197.266,
|
143 |
+
"train_steps_per_second": 6.165
|
144 |
+
}
|
145 |
+
],
|
146 |
+
"max_steps": 3088,
|
147 |
+
"num_train_epochs": 2,
|
148 |
+
"total_flos": 1.7847300994891776e+16,
|
149 |
+
"trial_name": null,
|
150 |
+
"trial_params": null
|
151 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e745315485c3f5b70da391745ad3568b72c9a0a381a9e9ff1174ef109211ab21
|
3 |
+
size 3055
|
vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|