Download config.json from BuildITSystems/mtg-art-cnn: direct link, hf CLI and curl.
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- Download file 2.76 kB
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https://huggingface.co/BuildITSystems/mtg-art-cnn/resolve/main/config.json
- Command line
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hf download hf://BuildITSystems/mtg-art-cnn/config.json
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curl -L -o config.json https://huggingface.co/BuildITSystems/mtg-art-cnn/resolve/main/config.json
2.76 kB
| { | |
| "model": { | |
| "width": 32, | |
| "blocks": [ | |
| 2, | |
| 2, | |
| 2, | |
| 2 | |
| ], | |
| "num_color": 7, | |
| "num_type": 7, | |
| "dropout": 0.2 | |
| }, | |
| "labels": { | |
| "color": [ | |
| "White", | |
| "Blue", | |
| "Black", | |
| "Red", | |
| "Green", | |
| "Colorless", | |
| "Multicolor" | |
| ], | |
| "type": [ | |
| "Creature", | |
| "Planeswalker", | |
| "Land", | |
| "Artifact", | |
| "Enchantment", | |
| "Instant", | |
| "Sorcery" | |
| ] | |
| }, | |
| "normalization": { | |
| "mean": [ | |
| 0.412272, | |
| 0.37507, | |
| 0.34918 | |
| ], | |
| "std": [ | |
| 0.251613, | |
| 0.230892, | |
| 0.231858 | |
| ] | |
| }, | |
| "image_size": [ | |
| 160, | |
| 224 | |
| ], | |
| "dials": { | |
| "run_name": "light-aug", | |
| "epochs": 30, | |
| "batch_size": 256, | |
| "lr": 0.002, | |
| "weight_decay": 0.05, | |
| "warmup_frac": 0.05, | |
| "width": 32, | |
| "blocks": [ | |
| 2, | |
| 2, | |
| 2, | |
| 2 | |
| ], | |
| "dropout": 0.2, | |
| "loss": "ce", | |
| "label_smoothing": 0.1, | |
| "focal_gamma": 2.0, | |
| "type_loss_weight": 1.0, | |
| "color_loss_weight": 1.0, | |
| "img_size": [ | |
| 160, | |
| 224 | |
| ], | |
| "eval_every_epochs": 1, | |
| "patience": 6, | |
| "grad_clip": 1.0, | |
| "hflip": false, | |
| "aug": "light", | |
| "limit": null, | |
| "seed": 42 | |
| }, | |
| "params": 2800366, | |
| "dtype": "bfloat16", | |
| "train_state": { | |
| "epoch": 20, | |
| "best_epoch": 20, | |
| "best_score": 0.3503234434514614, | |
| "best_val": { | |
| "val_loss": 2.9443500779889558, | |
| "val_color_acc": 0.3781546537452049, | |
| "val_color_macro_f1": 0.368955477464954, | |
| "val_type_acc": 0.5659196446598022, | |
| "val_type_macro_f1": 0.3316914094379687, | |
| "val_score": 0.3503234434514614 | |
| } | |
| }, | |
| "source_checkpoint": "/home/nathank/BITS/dev/MTG Card Classifier/checkpoints/light-aug/best", | |
| "exported_at": "2026-10-23 20:04:46", | |
| "metrics_test": { | |
| "split": "test", | |
| "n": 3401, | |
| "evaluated_at": "2026-10-23 20:04:39", | |
| "color": { | |
| "accuracy": 0.3684210526315789, | |
| "top2_accuracy": 0.5698324022346368, | |
| "macro_f1": 0.3450303818057278, | |
| "ece": 0.04191294569227494 | |
| }, | |
| "type": { | |
| "accuracy": 0.5292561011467215, | |
| "top2_accuracy": 0.6745074977947663, | |
| "macro_f1": 0.2856992909416024, | |
| "ece": 0.05380913312909744 | |
| } | |
| }, | |
| "latency": { | |
| "samples": 100, | |
| "gpu_bf16": { | |
| "n": 100, | |
| "mean_s": 0.00373, | |
| "p50_s": 0.00368, | |
| "p95_s": 0.00424, | |
| "max_s": 0.00475, | |
| "ratio_to_benchmark": 0.05, | |
| "device": "NVIDIA GeForce RTX 3090 Ti" | |
| }, | |
| "cpu_fp32": { | |
| "n": 100, | |
| "mean_s": 0.0052, | |
| "p50_s": 0.00505, | |
| "p95_s": 0.00601, | |
| "max_s": 0.00809, | |
| "ratio_to_benchmark": 0.07, | |
| "threads": 16 | |
| }, | |
| "benchmark_s": 0.074 | |
| }, | |
| "model_py_sha1": "8d93607d00c223dba206254a9a03c1e24f23bd97" | |
| } | |