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43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/hextuple_attn/train-hm-base-hextuple-hpc_0_imgcap.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption.csv", | ||
| "paraphrased_file":"textaug/data_test_paraphrased_nlpaug_bert-base-uncased.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-base.pt", | ||
| "model_config": "./config/uniter-base.json", | ||
| "model": "hextuple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_hextuple_dev_seen_unseen_0_imgcap/hm/base", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 3328, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 2, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/hextuple_attn/train-hm-base-hextuple-hpc_0_imgcap_HimariO.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption.csv", | ||
| "paraphrased_file":"HimariO_annotations/data_test.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-base.pt", | ||
| "model_config": "./config/uniter-base.json", | ||
| "model": "hextuple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_hextuple_dev_seen_unseen_0_imgcap_HimariO/hm/base", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 3328, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 2, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/quadruple_attn/train-hm-base-quadruple-hpc_0_imgcap.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption.csv", | ||
| "paraphrased_file":"textaug/data_test_paraphrased_nlpaug_bert-base-uncased.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-base.pt", | ||
| "model_config": "./config/uniter-base.json", | ||
| "model": "quadruple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_quadruple_dev_seen_unseen_0_imgcap/hm/base", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 3328, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 2, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/quadruple_attn/train-hm-base-quadruple-hpc_0_imgcap_HimariO.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption.csv", | ||
| "paraphrased_file":"HimariO_annotations/data_test.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-base.pt", | ||
| "model_config": "./config/uniter-base.json", | ||
| "model": "quadruple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_quadruple_dev_seen_unseen_0_imgcap_HimariO/hm/base", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 3328, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 2, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/triple_cyclic/train-hm-base-triple-hpc_0_imgcap.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption.csv", | ||
| "paraphrased_file":"textaug/data_test_paraphrased_nlpaug_bert-base-uncased.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-base.pt", | ||
| "model_config": "./config/uniter-base.json", | ||
| "model": "triple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_triple_dev_seen_unseen_0_imgcap/hm/base", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 3328, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 2, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/triple_cyclic/train-hm-base-triple-hpc_0_imgcap_2.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption_2.csv", | ||
| "paraphrased_file":"textaug/data_test_paraphrased_nlpaug_bert-base-uncased.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-base.pt", | ||
| "model_config": "./config/uniter-base.json", | ||
| "model": "triple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_triple_dev_seen_unseen_0_imgcap_2/hm/base", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 2145, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 3, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/triple_cyclic/train-hm-large-triple-hpc_0_imgcap.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption.csv", | ||
| "paraphrased_file":"textaug/data_test_paraphrased_nlpaug_bert-base-uncased.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-large.pt", | ||
| "model_config": "./config/uniter-large.json", | ||
| "model": "triple_para", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_triple_dev_seen_unseen_0_imgcap/hm/large", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 2150, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 3, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": false | ||
| } |
43 changes: 43 additions & 0 deletions
43
UNITER/config/dax/triple_cyclic/train-hm-large-triple-hpc_0_imgcap_2.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption_2.csv", | ||
| "paraphrased_file":"textaug/data_test_paraphrased_nlpaug_bert-base-uncased.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-large.pt", | ||
| "model_config": "./config/uniter-large.json", | ||
| "model": "triple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_triple_dev_seen_unseen_0_imgcap_2/hm/large", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 2145, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 3, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
43 changes: 43 additions & 0 deletions
43
...nfig/dax/triple_cyclic/with_imgcap_HimariO/train-hm-base-triple-hpc_0_imgcap_HimariO.json
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,43 @@ | ||
| { | ||
| "root_path": "./", | ||
| "dataset_path": "../data", | ||
| "precomputed_boxes": { | ||
| "train": "data_train_d2_10-100_vg.tsv", | ||
| "dev": "data_dev_seen_unseen_d2_10-100_vg.tsv", | ||
| "test": "data_test_seen_d2_10-100_vg.tsv" | ||
| }, | ||
| "captions_file": "imgcap/hm_caption.csv", | ||
| "paraphrased_file":"HimariO_annotations/data_test.jsonl", | ||
| "train_image_set": "train+dev", | ||
| "val_image_set": "dev", | ||
| "test_image_set": "test", | ||
| "checkpoint": "../UNITER/storage/pretrained/uniter-base.pt", | ||
| "model_config": "./config/uniter-base.json", | ||
| "model": "triple", | ||
| "use_img_type": false, | ||
| "output_dir": "../model_asset/output_triple_dev_seen_unseen_0_imgcap_HimariO/hm/base", | ||
| "max_txt_len": 100, | ||
| "conf_th": 0.2, | ||
| "max_bb": 100, | ||
| "min_bb": 10, | ||
| "num_bb": 36, | ||
| "train_batch_size": 3328, | ||
| "val_batch_size": 2496, | ||
| "gradient_accumulation_steps": 2, | ||
| "learning_rate": 2e-05, | ||
| "valid_steps": 285, | ||
| "num_train_steps": 3420, | ||
| "optim": "adamw", | ||
| "betas": [ | ||
| 0.9, | ||
| 0.98 | ||
| ], | ||
| "dropout": 0.2, | ||
| "weight_decay": 0.01, | ||
| "grad_norm": 2.0, | ||
| "warmup_steps": 285, | ||
| "seed": 0, | ||
| "fp16": true, | ||
| "n_workers": 4, | ||
| "pin_mem": true | ||
| } |
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