| { | |
| "model_type": "liif", | |
| "architecture": { | |
| "type": "LIIFNet (simplified Local Implicit Image Function)", | |
| "num_feat": 64, | |
| "num_res": 16, | |
| "decoder_hidden": 64, | |
| "local_size": 3 | |
| }, | |
| "scales": { | |
| "arbitrary": true, | |
| "trained_range": [ | |
| 1.5, | |
| 10.0 | |
| ] | |
| }, | |
| "parameters": 1261955, | |
| "input": { | |
| "format": "RGB float32 tensor, shape (B, 3, H, W), values in [0, 1]" | |
| }, | |
| "output": { | |
| "format": "RGB float32 tensor, shape (B, 3, target_h, target_w), values in [0, 1]" | |
| }, | |
| "inference": { | |
| "signature": "model(lr, target_h, target_w)", | |
| "tile_size": 256, | |
| "overlap": 16, | |
| "tiling": "overlapping tiles + feather blending, compiled inside model_scripted.pt" | |
| }, | |
| "training": { | |
| "epochs": 100, | |
| "batch_size": 8, | |
| "patch_size": 128, | |
| "seed": 42, | |
| "amp": true, | |
| "losses": [ | |
| "L1", | |
| "VGG perceptual", | |
| "PatchGAN" | |
| ], | |
| "dataset": "DIV2K train + Flickr2K (3450 HR images)", | |
| "degradation": "Real-ESRGAN-style (blur, noise, downscale, JPEG)", | |
| "checkpoint_epoch": 100 | |
| }, | |
| "artifacts": { | |
| "torchscript": "model_scripted.pt", | |
| "weights": "model.safetensors", | |
| "note": "model_scripted.pt is self-contained: no source code is needed to run the model." | |
| }, | |
| "export": { | |
| "torch_version": "2.14.1+cu130", | |
| "exported_at": "2026-10-21T18:20:06+00:00", | |
| "method": "torch.jit.script + torch.jit.freeze", | |
| "verification": { | |
| "checks": [ | |
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| "max_abs_diff": 8.344650268554688e-07 | |
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| "max_abs_diff": 8.344650268554688e-07, | |
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| "forward_single_ok": true, | |
| "passed": true, | |
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| "cuda_finite": true | |
| }, | |
| "examples": { | |
| "source_image": "0801.png", | |
| "files": { | |
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| "output_10x.jpg": [ | |
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| "compare.jpg": [ | |
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| } | |
| }, | |
| "demo": { | |
| "source_image": "a.png", | |
| "scale": 4.0, | |
| "output_name": "demo_output_4x.jpg", | |
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| } | |
| } |