Pre-reupload purge 1/1: delete 280 files under outputs/

outputs/full/m09a_pretrain_encoder/loss_log.csv

@@ -1,1021 +0,0 @@
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-{
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outputs/full/probe_action/class_counts.json

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-{
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outputs/full/probe_action/probe_paired_delta.json

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-{
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outputs/full/probe_action/vjepa_2_1_frozen/.probe_features_train_ckpt.npz

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outputs/full/probe_action/vjepa_2_1_frozen/test_metrics.json

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-{
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outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_metrics.json

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-{
-  "encoder": "vjepa_2_1_pretrain",
-  "n_classes": 8,
-  "class_names": [
-    "fast__rightward",
-    "fast__upward",
-    "medium__rightward",
-    "medium__upward",
-    "slow__rightward",
-    "slow__upward",
-    "still__rightward",
-    "still__upward"
-  ],
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-  "top1_acc": 0.6974248927038627,
-  "top1_ci": {
-    "mean": 0.697425,
-    "ci_lo": 0.67382,
-    "ci_hi": 0.721745,
-    "ci_half": 0.023963
-  },
-  "best_val_acc": 0.7298270893371758,
-  "probe_lr": 0.0005,
-  "warmup_pct": 0.0,
-  "epochs": 20
-}

outputs/full/probe_action/vjepa_2_1_pretrain_encoder/test_predictions.npy

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outputs/full/probe_future_mse/probe_future_mse_per_variant.json

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-{
-  "metric": "future_frame_l1_loss",
-  "by_variant": {
-    "vjepa_2_1_frozen": {
-      "mse_mean": 0.557119,
-      "mse_std": 0.019287,
-      "mse_ci": {
-        "mean": 0.557119,
-        "ci_lo": 0.556077,
-        "ci_hi": 0.558119,
-        "ci_half": 0.001021
-      },
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-    "vjepa_2_1_pretrain": {
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-      "mse_std": 0.024523,
-      "mse_ci": {
-        "mean": 0.554424,
-        "ci_lo": 0.553079,
-        "ci_hi": 0.555666,
-        "ci_half": 0.001293
-      },
-      "n": 1398
-    },
-    "vjepa_2_1_surgical_3stage_DI": null,
-    "vjepa_2_1_surgical_noDI": null,
-    "dinov2": "n/a \u2014 no future-frame predictor"
-  },
-  "pairwise_deltas": {
-    "vjepa_2_1_frozen_minus_vjepa_2_1_pretrain": {
-      "n": 1398,
-      "delta_mean": 0.002695,
-      "delta_ci_lo": 0.001658,
-      "delta_ci_hi": 0.003699,
-      "delta_ci_half": 0.001021,
-      "p_value": 0.0,
-      "interpretation": "vjepa_2_1_frozen - vjepa_2_1_pretrain > 0 means vjepa_2_1_frozen has HIGHER MSE (worse future-frame prediction) than vjepa_2_1_pretrain; lower MSE = better."
-    }
-  }
-}

outputs/full/probe_future_mse/vjepa_2_1_frozen/.probe_future_mse_ckpt.npz

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outputs/full/probe_future_mse/vjepa_2_1_frozen/aggregate_mse.json

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-{
-  "variant": "vjepa_2_1_frozen",
-  "n_test": 1398,
-  "mse_mean": 0.557119,
-  "mse_std": 0.019287,
-  "mse_ci": {
-    "mean": 0.557119,
-    "ci_lo": 0.556077,
-    "ci_hi": 0.558119,
-    "ci_half": 0.001021
-  },
-  "num_frames": 16,
-  "predictor_loaded_from": "checkpoints/vjepa2_1_vitG_384.pt"
-}

outputs/full/probe_future_mse/vjepa_2_1_frozen/clip_keys.npy

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outputs/full/probe_future_mse/vjepa_2_1_pretrain_encoder/aggregate_mse.json

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-{
-  "variant": "vjepa_2_1_pretrain",
-  "n_test": 1398,
-  "mse_mean": 0.554424,
-  "mse_std": 0.024523,
-  "mse_ci": {
-    "mean": 0.554424,
-    "ci_lo": 0.553079,
-    "ci_hi": 0.555666,
-    "ci_half": 0.001293
-  },
-  "num_frames": 16,
-  "predictor_loaded_from": "outputs/full/probe_pretrain/m09a_ckpt_best.pt"
-}

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outputs/full/probe_motion_cos/probe_motion_cos_paired.json

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-{
-  "metric": "intra_minus_inter_cosine",
-  "by_encoder": {
-    "vjepa_2_1_frozen": {
-      "score_mean": 0.009197,
-      "n": 1398,
-      "score_ci": {
-        "mean": 0.009197,
-        "ci_lo": 0.008393,
-        "ci_hi": 0.009973,
-        "ci_half": 0.00079
-      }
-    },
-    "vjepa_2_1_pretrain": {
-      "score_mean": 0.218851,
-      "n": 1398,
-      "score_ci": {
-        "mean": 0.218851,
-        "ci_lo": 0.213066,
-        "ci_hi": 0.224834,
-        "ci_half": 0.005884
-      }
-    }
-  },
-  "pairwise_deltas": {
-    "vjepa_2_1_frozen_minus_vjepa_2_1_pretrain": {
-      "n_shared": 1398,
-      "delta_mean": -0.209654,
-      "delta_ci_lo": -0.215647,
-      "delta_ci_hi": -0.204106,
-      "delta_ci_half": 0.005771,
-      "p_value": 0.0,
-      "gate_pass": false,
-      "interpretation": "vjepa_2_1_frozen - vjepa_2_1_pretrain > 0 means vjepa_2_1_frozen has stronger intra-class motion clustering than vjepa_2_1_pretrain"
-    }
-  }
-}

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outputs/full/probe_motion_cos/vjepa_2_1_frozen/intra_inter_ratio.json

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-{
-  "encoder": "vjepa_2_1_frozen",
-  "n_test": 1398,
-  "pos_mean": 0.800692,
-  "neg_mean": 0.791495,
-  "score_mean": 0.009197,
-  "score_ci": {
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-    "ci_lo": 0.008393,
-    "ci_hi": 0.009973,
-    "ci_half": 0.00079
-  },
-  "elapsed_sec": 0.01
-}

outputs/full/probe_motion_cos/vjepa_2_1_frozen/per_clip_motion_cos.npy

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outputs/full/probe_motion_cos/vjepa_2_1_pretrain_encoder/intra_inter_ratio.json

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-{
-  "encoder": "vjepa_2_1_pretrain",
-  "n_test": 1398,
-  "pos_mean": 0.668152,
-  "neg_mean": 0.449301,
-  "score_mean": 0.218851,
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-    "ci_half": 0.005884
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