Download summary.json from laicsiifes/IntegraCAR-DeepLabv3-ResNet50-64: direct link, hf CLI and curl.
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- Download file 1.68 kB
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https://huggingface.co/laicsiifes/IntegraCAR-DeepLabv3-ResNet50-64/resolve/main/summary.json
- Command line
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hf download hf://laicsiifes/IntegraCAR-DeepLabv3-ResNet50-64/summary.json
-
curl -L -o summary.json https://huggingface.co/laicsiifes/IntegraCAR-DeepLabv3-ResNet50-64/resolve/main/summary.json
1.68 kB
| { | |
| "best_val_iou": 0.7641911350500089, | |
| "final_train_loss": 0.028582889636827587, | |
| "final_val_loss": 2.0107891160738878, | |
| "final_train_iou": 0.9486552243039552, | |
| "final_val_iou": 0.7626956336604901, | |
| "total_epochs": 100, | |
| "patchify_enabled": true, | |
| "patches_per_image": 625, | |
| "inference_stride": 64, | |
| "config": { | |
| "train_txt": "data-segments/train_sample.txt", | |
| "val_txt": "data-segments/validation_sample.txt", | |
| "images_dir": "/home/thiagopx/data/IntegraCAR-LULC-500/satellite_images/", | |
| "masks_dir": "/home/thiagopx/data/IntegraCAR-LULC-500/converted_masks/", | |
| "use_patches": true, | |
| "image_size": 2048, | |
| "patch_size": 512, | |
| "patch_step": 64, | |
| "inference_stride": 64, | |
| "architecture": "deeplabv3", | |
| "encoder_name": "resnet50", | |
| "encoder_weights": "imagenet", | |
| "in_channels": 3, | |
| "num_classes": 5, | |
| "batch_size": 200, | |
| "num_epochs": 100, | |
| "learning_rate": 0.01, | |
| "weight_decay": 0.0005, | |
| "optimizer": "SGD", | |
| "scheduler": "MultiStepLR", | |
| "milestones": [ | |
| 25, | |
| 35, | |
| 45 | |
| ], | |
| "gamma": 0.1, | |
| "loss_function": "CrossEntropyLoss", | |
| "ignore_index": 5, | |
| "use_class_weights": true, | |
| "experiment_name": "deeplabv3-resnet50-64-001-lr", | |
| "use_wandb": false, | |
| "log_every_n_batches": 0, | |
| "num_workers": 4, | |
| "persistent_workers": true, | |
| "prefetch_factor": 2, | |
| "use_amp": true, | |
| "cudnn_benchmark": true, | |
| "seed": 42, | |
| "inference_overlap": 448, | |
| "device": "cuda" | |
| } | |
| } |