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geolip-aleph-diffusion

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geolip-aleph-diffusion
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{
  "config": {
    "bands": 3,
    "edges": [
      0.35,
      0.75
    ],
    "xfade": 0.06,
    "rank": 16,
    "steps": 3000,
    "batch": 16,
    "lr": 0.001,
    "seed": 0,
    "substrate": "core epred"
  },
  "frozen": {
    "val": 0.1247876692286809,
    "per_band": {
      "band0": 0.256406,
      "band1": 0.064227,
      "band2": 0.008726
    },
    "band_n": {
      "band0_n": 98,
      "band1_n": 98,
      "band2_n": 60
    }
  },
  "multiband3": {
    "n_params": 1235568,
    "val": 0.12200367445166194,
    "per_band": {
      "band0": 0.250432,
      "band1": 0.063046,
      "band2": 0.008534
    },
    "val_toggled_off": 0.1247876692286809,
    "s_per_step": 1.685,
    "lesions": {
      "lesion_band0": {
        "band0": 0.256343,
        "band1": 0.063105,
        "band2": 0.008534
      },
      "lesion_band1": {
        "band0": 0.250449,
        "band1": 0.06408,
        "band2": 0.008546
      },
      "lesion_band2": {
        "band0": 0.250432,
        "band1": 0.063052,
        "band2": 0.008691
      }
    },
    "gates": [
      0.069,
      0.0608,
      0.0583
    ]
  },
  "monolith": {
    "n_params": 1210576,
    "val": 0.12173647676991095,
    "per_band": {
      "band0": 0.249881,
      "band1": 0.062896,
      "band2": 0.008539
    },
    "s_per_step": 1.65
  },
  "verdict": {
    "P1_multiband_vs_monolith": "monolith",
    "P2_per_band_wins": {
      "band0": false,
      "band1": false,
      "band2": true
    },
    "P4_lesion_asymmetry": {
      "band0": {
        "own_damage": 0.005911,
        "other_damage": 2.9e-05,
        "surgical": true
      },
      "band1": {
        "own_damage": 0.001034,
        "other_damage": 1.4e-05,
        "surgical": true
      },
      "band2": {
        "own_damage": 0.000157,
        "other_damage": 3e-06,
        "surgical": true
      }
    },
    "param_ratio": 1.021,
    "note": "seed 0; mechanism test \u2014 roles enter in exp009"
  }
}