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results_test.json
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results_test.json
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{
"": "",
"logs/examples/counting.ckpt": {
"backbone": "vit_dino",
"backbone_unfreeze_layers": 7,
"bbox_aspect_ratio_max": 3,
"bbox_big_area": 0.07,
"bbox_small_area": 0.02,
"bboxes_aspect_ratio_to_look_at": "all",
"bboxes_sizes_to_look_at": "all",
"counting_head": "linear",
"counting_loss": "MAPE",
"data_path": "data/",
"dataset": "FSC-133",
"drop_last": true,
"eval_batch_size": 2,
"exclude_imgs_with_counts_over_1000": false,
"exclude_imgs_with_counts_over_500": false,
"image_transforms": "reflect_rotate_increase_density",
"img_channels": 3,
"img_mode": "scale",
"img_size": [
224,
224
],
"increase_density_amount": 4,
"increase_density_ratio": 50,
"increase_density_rotate": true,
"learning_rate": 0.0,
"localisation_head": "conv",
"localisation_loss": "MSE",
"log_dir": "logs/",
"loss_clip": -1,
"max_epochs": 1,
"max_steps": -1,
"name": "example_test",
"num_workers": 4,
"output_dir": "output/",
"overfit_batches": 0.0,
"pca_visualise": false,
"plateau_factor": 0.1,
"plateau_patience": 10,
"resume_counting_head_path": "",
"resume_path": "logs/examples/counting.ckpt",
"resume_path_localisation": "",
"save_ims": false,
"save_visualise_localisation": false,
"scheduler": "None",
"scheduler_gamma": 0.5,
"scheduler_steps": 100,
"seed": -1,
"split_up_img": 1,
"tensorboard_visualise": false,
"tensorboard_visualise_localisation": false,
"test": true,
"test/loss": 0.2529665231704712,
"test_DDP_MAE": 14.215818405151367,
"test_DDP_RMSE": 29.114316940307617,
"test_split": "test",
"total_loss": "counting_loss",
"train_batch_size": 2,
"use_counting_head": true,
"use_localisation_head": false,
"val_every": 1,
"warmup_epochs": -1,
"weight_decay": 0
},
"logs/examples/counting_2_just_statedict.ckpt": {
"backbone": "vit_dino",
"backbone_unfreeze_layers": 7,
"bbox_aspect_ratio_max": 3,
"bbox_big_area": 0.07,
"bbox_small_area": 0.02,
"bboxes_aspect_ratio_to_look_at": "all",
"bboxes_sizes_to_look_at": "all",
"counting_head": "linear",
"counting_loss": "MAPE",
"data_path": "data/",
"dataset": "FSC-133",
"drop_last": true,
"eval_batch_size": 2,
"exclude_imgs_with_counts_over_1000": false,
"exclude_imgs_with_counts_over_500": false,
"image_transforms": "reflect_rotate_increase_density",
"img_channels": 3,
"img_mode": "scale",
"img_size": [
224,
224
],
"increase_density_amount": 4,
"increase_density_ratio": 50,
"increase_density_rotate": true,
"learning_rate": 0.0,
"localisation_head": "conv",
"localisation_loss": "MSE",
"log_dir": "logs/",
"loss_clip": -1,
"max_epochs": 1,
"max_steps": -1,
"name": "example_test",
"num_workers": 4,
"output_dir": "output/",
"overfit_batches": 0.0,
"pca_visualise": false,
"plateau_factor": 0.1,
"plateau_patience": 10,
"resume_counting_head_path": "",
"resume_path": "logs/examples/counting_2_just_statedict.ckpt",
"resume_path_localisation": "",
"save_ims": false,
"save_visualise_localisation": false,
"scheduler": "None",
"scheduler_gamma": 0.5,
"scheduler_steps": 100,
"seed": -1,
"split_up_img": 1,
"tensorboard_visualise": false,
"tensorboard_visualise_localisation": false,
"test": true,
"test/loss": 0.2529665231704712,
"test_DDP_MAE": 14.215818405151367,
"test_DDP_RMSE": 29.114316940307617,
"test_split": "test",
"total_loss": "counting_loss",
"train_batch_size": 2,
"use_counting_head": true,
"use_localisation_head": false,
"val_every": 1,
"warmup_epochs": -1,
"weight_decay": 0
}
}