Upload folder using huggingface_hub
Browse files- config.json +49 -0
- hyperpameters/experiment_state-2022-12-20_16-21-04.json +0 -0
- hyperpameters/search_gen_state-2022-12-20_16-21-04.json +0 -0
- hyperpameters/searcher-state-2022-12-20_16-21-04.pkl +3 -0
- hyperparameters.csv +11 -0
- optimizer.pt +3 -0
- pytorch_model.bin +3 -0
- scheduler.pt +3 -0
- trainer_state.json +82 -0
- training_args.bin +3 -0
- training_resume.json +29 -0
config.json
ADDED
|
@@ -0,0 +1,49 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "PlanTL-GOB-ES/roberta-base-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": 768,
|
| 14 |
+
"id2label": {
|
| 15 |
+
"0": "LABEL_0",
|
| 16 |
+
"1": "LABEL_1",
|
| 17 |
+
"2": "LABEL_2",
|
| 18 |
+
"3": "LABEL_3",
|
| 19 |
+
"4": "LABEL_4",
|
| 20 |
+
"5": "LABEL_5",
|
| 21 |
+
"6": "LABEL_6",
|
| 22 |
+
"7": "LABEL_7"
|
| 23 |
+
},
|
| 24 |
+
"initializer_range": 0.02,
|
| 25 |
+
"intermediate_size": 3072,
|
| 26 |
+
"label2id": {
|
| 27 |
+
"LABEL_0": 0,
|
| 28 |
+
"LABEL_1": 1,
|
| 29 |
+
"LABEL_2": 2,
|
| 30 |
+
"LABEL_3": 3,
|
| 31 |
+
"LABEL_4": 4,
|
| 32 |
+
"LABEL_5": 5,
|
| 33 |
+
"LABEL_6": 6,
|
| 34 |
+
"LABEL_7": 7
|
| 35 |
+
},
|
| 36 |
+
"layer_norm_eps": 1e-05,
|
| 37 |
+
"max_position_embeddings": 514,
|
| 38 |
+
"model_type": "roberta",
|
| 39 |
+
"num_attention_heads": 12,
|
| 40 |
+
"num_hidden_layers": 12,
|
| 41 |
+
"pad_token_id": 1,
|
| 42 |
+
"position_embedding_type": "absolute",
|
| 43 |
+
"problem_type": "single_label_classification",
|
| 44 |
+
"torch_dtype": "float32",
|
| 45 |
+
"transformers_version": "4.23.1",
|
| 46 |
+
"type_vocab_size": 1,
|
| 47 |
+
"use_cache": true,
|
| 48 |
+
"vocab_size": 50262
|
| 49 |
+
}
|
hyperpameters/experiment_state-2022-12-20_16-21-04.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
hyperpameters/search_gen_state-2022-12-20_16-21-04.json
ADDED
|
Binary file (1.21 kB). View file
|
|
|
hyperpameters/searcher-state-2022-12-20_16-21-04.pkl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:55cacf51c25ea3f7859339f85b247ea83aa1a231ffbb487ebdca124c78aeaabe
|
| 3 |
+
size 6775
|
hyperparameters.csv
ADDED
|
@@ -0,0 +1,11 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
objective,best,learning_rate,num_train_epochs,per_device_train_batch_size,warmup_steps,weight_decay,time_this_iter_s
|
| 2 |
+
0.6443113896695691,True,3.180777925533466e-05,4,8,0,0.120996580489383,298.83673191070557
|
| 3 |
+
0.6089856418323499,False,4.2608362046060736e-05,5,16,250,0.013431860702755793,277.2320647239685
|
| 4 |
+
0.5095106557666577,False,1.0637577579349663e-05,2,8,250,0.1877430771288012,301.0902969837189
|
| 5 |
+
0.472259840186323,False,4.1563816188891756e-05,5,8,1000,0.1161026692593292,300.9598762989044
|
| 6 |
+
0.529856443331991,False,2.452236326363528e-05,1,8,500,0.10445925926224571,301.152028799057
|
| 7 |
+
0.47216204569436443,False,3.933498237560027e-05,2,16,1000,0.24544607439873792,279.3527762889862
|
| 8 |
+
0.5418994731991358,False,4.773883883904306e-05,1,8,0,0.06315173766701002,300.95647048950195
|
| 9 |
+
0.5093720595534817,False,2.815232779630741e-05,2,16,0,0.10288070790935573,279.3547649383545
|
| 10 |
+
0.5178339691369227,False,4.194670456106283e-05,3,16,250,0.20101691147250575,279.44476771354675
|
| 11 |
+
0.4614279300033849,False,4.925349517520429e-05,1,8,1000,0.2706428191074305,300.6847951412201
|
optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:62578cf7cad109803c4dbea866db795c4ab3cd42bb3abefc0d893dab56b700fd
|
| 3 |
+
size 997363397
|
pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ce44e1a4be2ab3436c3db0824a5a447623f014a4b16c3b54c201bfad1c9a97bb
|
| 3 |
+
size 498671285
|
scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bd7af3a64371d143c28cd7bebe6ce3d701696b700d984c227bd1b50c4691394e
|
| 3 |
+
size 627
|
trainer_state.json
ADDED
|
@@ -0,0 +1,82 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 0.8564009070396423,
|
| 3 |
+
"best_model_checkpoint": "./results/run-eb32b854/checkpoint-882",
|
| 4 |
+
"epoch": 4.0,
|
| 5 |
+
"global_step": 3528,
|
| 6 |
+
"is_hyper_param_search": true,
|
| 7 |
+
"is_local_process_zero": true,
|
| 8 |
+
"is_world_process_zero": true,
|
| 9 |
+
"log_history": [
|
| 10 |
+
{
|
| 11 |
+
"epoch": 0.0,
|
| 12 |
+
"learning_rate": 3.1798763444888135e-05,
|
| 13 |
+
"loss": 2.0373,
|
| 14 |
+
"step": 1
|
| 15 |
+
},
|
| 16 |
+
{
|
| 17 |
+
"epoch": 1.0,
|
| 18 |
+
"eval_f1": 0.4929364503071642,
|
| 19 |
+
"eval_loss": 0.8564009070396423,
|
| 20 |
+
"eval_runtime": 19.2818,
|
| 21 |
+
"eval_samples_per_second": 121.98,
|
| 22 |
+
"eval_steps_per_second": 15.248,
|
| 23 |
+
"step": 882
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 1.13,
|
| 27 |
+
"learning_rate": 2.2791968808811233e-05,
|
| 28 |
+
"loss": 0.9246,
|
| 29 |
+
"step": 1000
|
| 30 |
+
},
|
| 31 |
+
{
|
| 32 |
+
"epoch": 2.0,
|
| 33 |
+
"eval_f1": 0.6146216192253161,
|
| 34 |
+
"eval_loss": 0.8962076306343079,
|
| 35 |
+
"eval_runtime": 19.3209,
|
| 36 |
+
"eval_samples_per_second": 121.734,
|
| 37 |
+
"eval_steps_per_second": 15.217,
|
| 38 |
+
"step": 1764
|
| 39 |
+
},
|
| 40 |
+
{
|
| 41 |
+
"epoch": 2.27,
|
| 42 |
+
"learning_rate": 1.3776158362287801e-05,
|
| 43 |
+
"loss": 0.4402,
|
| 44 |
+
"step": 2000
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 3.0,
|
| 48 |
+
"eval_f1": 0.6171442898225464,
|
| 49 |
+
"eval_loss": 1.2047011852264404,
|
| 50 |
+
"eval_runtime": 19.3331,
|
| 51 |
+
"eval_samples_per_second": 121.656,
|
| 52 |
+
"eval_steps_per_second": 15.207,
|
| 53 |
+
"step": 2646
|
| 54 |
+
},
|
| 55 |
+
{
|
| 56 |
+
"epoch": 3.4,
|
| 57 |
+
"learning_rate": 4.760347915764371e-06,
|
| 58 |
+
"loss": 0.169,
|
| 59 |
+
"step": 3000
|
| 60 |
+
},
|
| 61 |
+
{
|
| 62 |
+
"epoch": 4.0,
|
| 63 |
+
"eval_f1": 0.6443113896695691,
|
| 64 |
+
"eval_loss": 1.3850061893463135,
|
| 65 |
+
"eval_runtime": 19.3579,
|
| 66 |
+
"eval_samples_per_second": 121.501,
|
| 67 |
+
"eval_steps_per_second": 15.188,
|
| 68 |
+
"step": 3528
|
| 69 |
+
}
|
| 70 |
+
],
|
| 71 |
+
"max_steps": 3528,
|
| 72 |
+
"num_train_epochs": 4,
|
| 73 |
+
"total_flos": 5472186620003712.0,
|
| 74 |
+
"trial_name": null,
|
| 75 |
+
"trial_params": {
|
| 76 |
+
"learning_rate": 3.180777925533466e-05,
|
| 77 |
+
"num_train_epochs": 4,
|
| 78 |
+
"per_device_train_batch_size": 8,
|
| 79 |
+
"warmup_steps": 0,
|
| 80 |
+
"weight_decay": 0.120996580489383
|
| 81 |
+
}
|
| 82 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:333dc0af7c718e703087a10096dc81062d9882971033588cac5592dc17d98477
|
| 3 |
+
size 3387
|
training_resume.json
ADDED
|
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"batch_train_size": 16,
|
| 3 |
+
"batch_val_size": 32,
|
| 4 |
+
"corpus": "text",
|
| 5 |
+
"dataset": "safercity",
|
| 6 |
+
"epochs": [
|
| 7 |
+
1,
|
| 8 |
+
2,
|
| 9 |
+
3,
|
| 10 |
+
4,
|
| 11 |
+
5
|
| 12 |
+
],
|
| 13 |
+
"folder": "marIA",
|
| 14 |
+
"iterations": 10,
|
| 15 |
+
"labels": 8,
|
| 16 |
+
"model": "transformers",
|
| 17 |
+
"original_pretrained_model": "PlanTL-GOB-ES/roberta-base-bne",
|
| 18 |
+
"pretrained_model": "../assets/safercity/text/models/marIA",
|
| 19 |
+
"resources_per_trial": {
|
| 20 |
+
"gpu": 1
|
| 21 |
+
},
|
| 22 |
+
"run_id": "eb32b854",
|
| 23 |
+
"task": "",
|
| 24 |
+
"task_type": "classification",
|
| 25 |
+
"tokenizer_field": "tweet",
|
| 26 |
+
"tokenizer_model": "PlanTL-GOB-ES/roberta-base-bne",
|
| 27 |
+
"warmup_steps": 500,
|
| 28 |
+
"weight_decay": 0.01
|
| 29 |
+
}
|