Archive 4 checkpoints (1-4)

paper-releases/pbisc-diffusion/updates/20261014T111854Z-strict-server2-priority/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/priority_server2_20261014/BEFORE.json

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+{
+  "at": "2026-10-14T11:12:28.492757+00:00",
+  "old_status": {
+    "state": "running",
+    "stage": "all",
+    "started_at": "2026-10-12T14:35:32.695904+00:00",
+    "units_selected": 28,
+    "units_completed_this_invocation": 10,
+    "figure6": "waiting_user_data_no_execution",
+    "active": "imperial_eskd-disease-draw3",
+    "updated_at": "2026-10-13T10:53:56.659259+00:00"
+  },
+  "scsemi_status": {
+    "prepared": true,
+    "n_reps": 5,
+    "reps_pretrained": 5,
+    "n_targets": 145,
+    "targets_done": 120,
+    "pretrain_complete": true,
+    "infer_complete": false,
+    "run_signature": "39966f6a609eed38d632e3b12d29deb1e8289900d792a8740ee30d7219ba4228",
+    "updated": "2026-10-13T13:47:58.713787+00:00"
+  },
+  "services": {
+    "pbisc-strict-two-host-controller-20261012": "MainPID=44879\nActiveState=active\n",
+    "pbisc-strict-resume-20261012-local": "MainPID=44882\nActiveState=active\n"
+  }
+}

paper-releases/pbisc-diffusion/updates/20261014T111854Z-strict-server2-priority/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/priority_server2_20261014/PLAN.md

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+# Server_2 strict comparator continuation with x4 priority
+
+User authorization: transfer 17 unstarted units and reuse Imperial draw3 partial completion; x4 downstream has priority.
+
+## Ownership and reuse
+- units.json contains exactly18 disjoint units. Original local worker and original two-host supervisor stopped while waiting for GPU, not during scientific computation. x4 training remains running.
+- Imperial draw3: PBISC adapter/lora/pairedcal complete; scSemi5/5 representatives trained and120/145 targets inferred. Probe verified all existing receipts and selected scinfer-120 as the first pending operation.
+- 913 staged files matched SHA256. Original remote deconvolution/finalizer helpers were preserved because they differ but are not executed by this compute-only worker. Raw source receipts preserved on server_2; only output stat metadata normalized for transport.
+- Remote worker runs compute only for18 units in list order. No other support/seed/hyperparameter changes. Collector transfers completed outputs, verifies SHA256, retains original completed receipts and CPU-scores on server_1.
+
+## Priority
+- No x4 controller/model/source files changed.
+- At checkpoint_epoch_016.pt appearance on shared NAS, lower-priority work stops launching new operations, GPU and CPU alike. An already-running operation finishes normally; it is not killed or repeated. scSemi inference operates in8-target chunks; handoff is at the next boundary, not instantaneous preemption.
+- Waiting occurs before acquiring ml-run/GPU lock. x4 may acquire both hosts normally.
+- After HF_CORE_VERIFIED.json confirms x4 core computation and backup, collector's independent watcher writes a shared release marker and lower-priority work resumes. If x4 fails, lower-priority work remains waiting for inspection rather than guessing that priority is released.
+- NAS absence fails closed. No automatic restart of failed jobs. The priority truth table was tested without launching experiments.
+
+## Durable services
+- server_2: pbisc-strict-priority-remote-20261014.service
+- server_1: pbisc-strict-priority-collect-20261014.service
+- Original controller: pbisc-strict-two-host-controller-20261012.service (stopped)
+- Original local worker: pbisc-strict-resume-20261012-local.service (stopped)
+- Logs and priority/collection status in this directory on their corresponding host.
+
+## Preservation
+- No checkpoints or generated outputs deleted.
+- Completed18-unit results trigger the normal versioned paper archive/HF publisher: PBISC LoRA checkpoints, core score tables/metadata and hashed inference locations. Manuscript/deck are not overwritten.

paper-releases/pbisc-diffusion/updates/20261014T111854Z-strict-server2-priority/diffusion/dataset/server_1/model8/plans/paper_figures_strictpairs_20261012/recoveries/priority_server2_20261014/units.json

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+[
+  "imperial_eskd-disease-draw3",
+  "imperial_eskd-disease-draw4",
+  "giroux2022-disease-draw0",
+  "giroux2022-disease-draw1",
+  "giroux2022-disease-draw2",
+  "giroux2022-disease-draw3",
+  "giroux2022-disease-draw4",
+  "ji2025_chili-disease-draw0",
+  "ji2025_chili-disease-draw1",
+  "ji2025_chili-disease-draw2",
+  "ji2025_chili-disease-draw3",
+  "ji2025_chili-disease-draw4",
+  "immicro-healthy-fold0-n10",
+  "immicro-healthy-fold0-n20",
+  "immicro-healthy-fold0-n40",
+  "immicro-healthy-fold1-n10",
+  "immicro-healthy-fold1-n20",
+  "immicro-healthy-fold1-n40"
+]