scaled_gpu/summary.json

{
  "device": "cuda",
  "steps": 1200,
  "results": [
    {
      "method": "clip_local_baseline",
      "labels": 2,
      "adaptation_mse": 3.316188097000122,
      "zero_shot_mse": 0.056431204080581665,
      "effect_cosine": 0.08473759889602661
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    {
      "method": "clip_local_baseline",
      "labels": 4,
      "adaptation_mse": 1.3462181091308594,
      "zero_shot_mse": 0.056431204080581665,
      "effect_cosine": 0.08473759889602661
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    {
      "method": "clip_local_baseline",
      "labels": 8,
      "adaptation_mse": 4.349922180175781,
      "zero_shot_mse": 0.056431204080581665,
      "effect_cosine": 0.08473759889602661
    },
    {
      "method": "clip_local_baseline",
      "labels": 16,
      "adaptation_mse": 0.212434321641922,
      "zero_shot_mse": 0.056431204080581665,
      "effect_cosine": 0.08473759889602661
    },
    {
      "method": "clip_local_baseline",
      "labels": 32,
      "adaptation_mse": 0.17372600734233856,
      "zero_shot_mse": 0.056431204080581665,
      "effect_cosine": 0.08473759889602661
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    {
      "method": "seq_delta_repa",
      "labels": 2,
      "adaptation_mse": 0.7590161561965942,
      "zero_shot_mse": 0.002946789376437664,
      "effect_cosine": 0.9895100593566895
    },
    {
      "method": "seq_delta_repa",
      "labels": 4,
      "adaptation_mse": 1.0700732469558716,
      "zero_shot_mse": 0.002946789376437664,
      "effect_cosine": 0.9895100593566895
    },
    {
      "method": "seq_delta_repa",
      "labels": 8,
      "adaptation_mse": 0.008808243088424206,
      "zero_shot_mse": 0.002946789376437664,
      "effect_cosine": 0.9895100593566895
    },
    {
      "method": "seq_delta_repa",
      "labels": 16,
      "adaptation_mse": 0.010390312410891056,
      "zero_shot_mse": 0.002946789376437664,
      "effect_cosine": 0.9895100593566895
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    {
      "method": "seq_delta_repa",
      "labels": 32,
      "adaptation_mse": 0.007499130442738533,
      "zero_shot_mse": 0.002946789376437664,
      "effect_cosine": 0.9895100593566895
    }
  ],
  "interpretation": "Synthetic proxy only; not a full paper replication."
}