targeted sync runs/ctt_gated_residual_smoke

workspace/runs/ctt_gated_residual_smoke/command.txt

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+python scripts/train_ctt.py --dataset data/cil_charts/train/index.json --out-dir runs/ctt_gated_residual_smoke --variant gated_residual --epochs 1 --max-charts 16 --neighbors 2 --lr 0.001 --seed 0 --transport-samples-per-pair 4

workspace/runs/ctt_gated_residual_smoke/config.yaml

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+config: None
+cycle: 0.1
+dataset: data/cil_charts/train/index.json
+diversity: 0.05
+diversity_temperature: 1.0
+epochs: 1
+listwise_rank: 0.5
+lr: 0.001
+max_charts: 16
+negative_boundary: 0.25
+negative_margin: 0.2
+neighbors: 2
+out_dir: runs/ctt_gated_residual_smoke
+pairwise_rank: 1.0
+pos_alignment: 1.0
+seed: 0
+transport_samples_per_pair: 4
+variant: gated_residual

workspace/runs/ctt_gated_residual_smoke/data_hash.txt

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+90b431047a1f35cec095cbafa7de5bc0126cb0d0f4db3ff31843dca369977957

workspace/runs/ctt_gated_residual_smoke/eval.log

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+eval not run by train_ctt.py

workspace/runs/ctt_gated_residual_smoke/git_hash.txt

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+14e81292e2004925f81e0bb4810f6f144bfd87b7

workspace/runs/ctt_gated_residual_smoke/metrics.json

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+{
+  "data_hash": "90b431047a1f35cec095cbafa7de5bc0126cb0d0f4db3ff31843dca369977957",
+  "epochs": 1,
+  "final_mean_loss": 17.86949614541871,
+  "loss_weights": {
+    "cycle": 0.1,
+    "diversity": 0.05,
+    "diversity_temperature": 1.0,
+    "listwise_rank": 0.5,
+    "negative_boundary": 0.25,
+    "negative_margin": 0.2,
+    "pairwise_rank": 1.0,
+    "pos_alignment": 1.0,
+    "transport_samples_per_pair": 4
+  },
+  "num_charts": 16,
+  "num_pairs": 28,
+  "report_type": "ctt_train",
+  "split_hash": "867a94a1c67686c082765671a7bf8d74a9d633085e1b2619c83197c60bf58372",
+  "variant": "gated_residual"
+}

workspace/runs/ctt_gated_residual_smoke/metrics_by_seed.json

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+{}

workspace/runs/ctt_gated_residual_smoke/metrics_by_task.json

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+{}

workspace/runs/ctt_gated_residual_smoke/model.pt

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+version https://git-lfs.github.com/spec/v1
+oid sha256:4b9889a717f2b7fa568e21cbe245cea96376346c82973bc754371e60c62a48e1
+size 521237

workspace/runs/ctt_gated_residual_smoke/report.md

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+# CTT Train Report
+
+Variant: `gated_residual`
+Charts: `16`
+Neighbor pairs: `28`
+Final mean loss: `17.869496`
+Loss weights: `{"cycle": 0.1, "diversity": 0.05, "diversity_temperature": 1.0, "listwise_rank": 0.5, "negative_boundary": 0.25, "negative_margin": 0.2, "pairwise_rank": 1.0, "pos_alignment": 1.0, "transport_samples_per_pair": 4}`
+
+This smoke run trains CTT from measured train positives; it is not a rollout success claim.

workspace/runs/ctt_gated_residual_smoke/split_hash.txt

@@ -0,0 +1 @@
+867a94a1c67686c082765671a7bf8d74a9d633085e1b2619c83197c60bf58372

workspace/runs/ctt_gated_residual_smoke/table.tex

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+% Auto-generated by scripts/train_ctt.py
+\begin{tabular}{lrrr}
+\toprule
+Variant & Charts & Pairs & Final loss \\
+\midrule
+gated_residual & 16 & 28 & 17.8695 \\
+\bottomrule
+\end{tabular}

workspace/runs/ctt_gated_residual_smoke/train.log

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+charts=16 pairs=28 variant=gated_residual
+loss_weights pos=1.0 neg=0.25 pairwise=1.0 listwise=0.5 cycle=0.1 diversity=0.05
+epoch=1 mean_loss=17.869496