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  "timings": {
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      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
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      "scenes": 16,
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      "scenes": 16,
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      "estimated_full_1x_master_compute_seconds": 27.98249645961083,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
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      "scenes": 16,
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      "median_padded_crop_seconds": 0.14563138951780275,
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      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "hq2x": {
      "scenes": 16,
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      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "palette128-nearest": {
      "scenes": 16,
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      "median_padded_crop_seconds": 0.005121844063978642,
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      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
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      "scenes": 16,
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      "median_padded_crop_seconds": 0.005037536029703915,
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      "estimated_full_1x_master_compute_seconds": 0.8564458522210325,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
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    "palette128-scale2x": {
      "scenes": 16,
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      "median_padded_crop_seconds": 0.1706433950457722,
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      "estimated_full_1x_master_compute_seconds": 28.531544166528,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "esrnet": {
      "scenes": 16,
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      "median_padded_crop_seconds": 3.4819220050121658,
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      "estimated_full_1x_master_compute_seconds": 574.5871169341885,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
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    "esrgan2": {
      "scenes": 16,
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      "median_padded_crop_seconds": 0.913518778514117,
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      "estimated_full_1x_master_compute_seconds": 150.60892101705113,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "esrgan4": {
      "scenes": 16,
      "sum_algorithm_seconds": 54.449528106022626,
      "median_padded_crop_seconds": 3.466626178473234,
      "input_pixels": 12845056,
      "estimated_full_1x_master_compute_seconds": 562.5525225239583,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "anime6b": {
      "scenes": 16,
      "sum_algorithm_seconds": 21.359871932887472,
      "median_padded_crop_seconds": 1.3344123775023036,
      "input_pixels": 12845056,
      "estimated_full_1x_master_compute_seconds": 220.68235032702617,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "animevideo": {
      "scenes": 16,
      "sum_algorithm_seconds": 7.688719125348143,
      "median_padded_crop_seconds": 0.45722951606148854,
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      "estimated_full_1x_master_compute_seconds": 79.43702157566321,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "generalv3": {
      "scenes": 16,
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      "median_padded_crop_seconds": 0.5287466060253792,
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      "estimated_full_1x_master_compute_seconds": 87.85322943995754,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "swin_classical": {
      "scenes": 16,
      "sum_algorithm_seconds": 340.77971601788886,
      "median_padded_crop_seconds": 21.105353114486206,
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      "estimated_full_1x_master_compute_seconds": 3520.810841511352,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
    },
    "swin_real": {
      "scenes": 16,
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      "median_padded_crop_seconds": 19.199419300537556,
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      "estimated_full_1x_master_compute_seconds": 3125.902183658719,
      "basis": "Area projection on this local hardware, same settings; excludes load/encode/pyramid/publish. Not a full-map benchmark."
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    "animevideo-native2x": {
      "scenes": 16,
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      "sum_algorithm_seconds": 29.267806079937145,
      "median_padded_crop_seconds": 1.809857580519747,
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      "basis": "Measured local processing of fresh 2\u00d7 1792 \u00d7 1792 padded inputs; excludes loading, encoding, pyramids and publication. No full-map runtime projection."
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      "method": "palette64-nearest",
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      "method": "palette128-scale2x",
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      "rgb_mean_delta_8bit": [
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      "rgb_mean_delta_8bit": [
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    },
    {
      "method": "esrgan2",
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      "rgb_mean_delta_8bit": [
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      "rgb_mean_delta_8bit": [
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      "rgb_mean_delta_8bit": [
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      "rgb_mean_delta_8bit": [
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    },
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      "method": "animevideo-native2x",
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    {
      "method": "palette128-scale2x",
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      "rgb_mean_delta_8bit": [
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    {
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      "method": "generalv3",
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    {
      "method": "swin_classical",
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      "rgb_mean_delta_8bit": [
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      "method": "swin_real",
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        0.2747158408164978,
        -1.2941538095474243,
        1.53778076171875
      ]
    },
    {
      "method": "animevideo",
      "scene": "wielewaal-manor",
      "reference_method": "original-smooth",
      "reference_scale": 1,
      "roundtrip_mae_8bit": 4.68984317779541,
      "rgb_mean_delta_8bit": [
        3.7155795097351074,
        3.69586181640625,
        2.809831380844116
      ]
    },
    {
      "method": "generalv3",
      "scene": "wielewaal-manor",
      "reference_method": "original-smooth",
      "reference_scale": 1,
      "roundtrip_mae_8bit": 2.5210022926330566,
      "rgb_mean_delta_8bit": [
        -0.2533365786075592,
        -0.5540415644645691,
        -0.80963134765625
      ]
    },
    {
      "method": "swin_classical",
      "scene": "wielewaal-manor",
      "reference_method": "original-smooth",
      "reference_scale": 1,
      "roundtrip_mae_8bit": 0.3683217465877533,
      "rgb_mean_delta_8bit": [
        0.0028635661583393812,
        -0.0088178850710392,
        0.0024668376427143812
      ]
    },
    {
      "method": "swin_real",
      "scene": "wielewaal-manor",
      "reference_method": "original-smooth",
      "reference_scale": 1,
      "roundtrip_mae_8bit": 2.697660207748413,
      "rgb_mean_delta_8bit": [
        0.7143757939338684,
        0.3672197163105011,
        0.8413712978363037
      ]
    },
    {
      "method": "esrnet-soft",
      "scene": "wielewaal-manor",
      "reference_method": "original-smooth",
      "reference_scale": 1,
      "roundtrip_mae_8bit": 0.952911913394928,
      "rgb_mean_delta_8bit": [
        -0.1956074982881546,
        -0.0834282785654068,
        -0.3204396665096283
      ]
    },
    {
      "method": "animevideo-soft",
      "scene": "wielewaal-manor",
      "reference_method": "original-smooth",
      "reference_scale": 1,
      "roundtrip_mae_8bit": 2.2658605575561523,
      "rgb_mean_delta_8bit": [
        1.602612018585205,
        1.5935736894607544,
        1.1511331796646118
      ]
    },
    {
      "method": "animevideo-native2x",
      "scene": "wielewaal-manor",
      "reference_method": "native2x",
      "reference_scale": 2,
      "roundtrip_mae_8bit": 4.165506362915039,
      "rgb_mean_delta_8bit": [
        3.5071966648101807,
        3.613893747329712,
        2.703457832336426
      ]
    }
  ],
  "note": "Local crop measurements and area-based extrapolations, not full-map benchmarks or verified geographic accuracy."
}