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+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_fixed_base_and_observe_se0/runs/dev-m11-fixed-base/base/checkpoints/step-00000001/state.pt	730874	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/dcp/.metadata	85409	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/dcp/__0_0.distcp	1016200	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/manifest.json	1318	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/state.pt	759794	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/dcp/.metadata	32777	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/dcp/__0_0.distcp	126768	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/manifest.json	1378	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/state.pt	57642	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/dcp/.metadata	50361	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/dcp/__0_0.distcp	365512	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/manifest.json	1358	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/state.pt	229810	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/dcp/.metadata	47000	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/dcp/__0_0.distcp	351224	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/manifest.json	1352	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/state.pt	226082	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/dcp/.metadata	47784	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/dcp/__0_0.distcp	351820	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/manifest.json	1358	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/state.pt	224214	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/dcp/.metadata	50351	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/dcp/__0_0.distcp	365512	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/manifest.json	1338	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/state.pt	229810	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/cache/proxy_cache.pt	79514	regenerable proxy cache
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/dcp/.metadata	32780	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/dcp/__0_0.distcp	126768	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/manifest.json	1377	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/state.pt	55402	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_and_joint_require_ma1/runs/dev-train_joint-mismatched-receipt/checkpoints/phase.json	2	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_and_joint_require_ma1/runs/dev-train_joint-missing-receipt/checkpoints/phase.json	2	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_and_joint_require_ma1/runs/dev-train_joint-verified-receipt/checkpoints/phase.json	2	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_publis0/live/checkpoints/shadow-bank-live/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_publis0/live/checkpoints/shadow-bank-live/dcp/.metadata	10842	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_publis0/live/checkpoints/shadow-bank-live/dcp/__0_0.distcp	42256	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_publis0/live/checkpoints/shadow-bank-live/manifest.json	1269	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_publis0/live/checkpoints/shadow-bank-live/state.pt	19522	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_report0/live-support-shortfall/checkpoints/shadow-bank-live/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_report0/live-support-shortfall/checkpoints/shadow-bank-live/dcp/.metadata	3011	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_report0/live-support-shortfall/checkpoints/shadow-bank-live/dcp/__0_0.distcp	11332	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_report0/live-support-shortfall/checkpoints/shadow-bank-live/manifest.json	1269	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_live_owner_service_report0/live-support-shortfall/checkpoints/shadow-bank-live/state.pt	8686	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_one_base_graph_trains_mul0/cache/proxy_cache.pt	6444	regenerable proxy cache
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/frozen_base_windows/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/frozen_base_windows/dcp/.metadata	49243	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/frozen_base_windows/dcp/__0_0.distcp	715508	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/frozen_base_windows/manifest.json	1247	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/frozen_base_windows/state.pt	578878	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/interface_warmup/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/interface_warmup/dcp/.metadata	45900	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/interface_warmup/dcp/__0_0.distcp	701092	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/interface_warmup/manifest.json	1241	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/interface_warmup/state.pt	575086	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/pair_router_teacher/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/pair_router_teacher/dcp/.metadata	46677	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/pair_router_teacher/dcp/__0_0.distcp	692600	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/pair_router_teacher/manifest.json	1247	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/pair_router_teacher/state.pt	564130	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/soft_task/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/soft_task/dcp/.metadata	49233	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/soft_task/dcp/__0_0.distcp	715508	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/soft_task/manifest.json	1227	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_probation_stage_runs_mand0/probation/checkpoints/soft_task/state.pt	578814	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_proxy_owner_service_publi0/proxy/cache/proxy_cache.pt	6444	regenerable proxy cache
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_proxy_owner_service_publi0/proxy/checkpoints/shadow-bank-proxy/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_proxy_owner_service_publi0/proxy/checkpoints/shadow-bank-proxy/dcp/.metadata	19482	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_proxy_owner_service_publi0/proxy/checkpoints/shadow-bank-proxy/dcp/__0_0.distcp	84512	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_proxy_owner_service_publi0/proxy/checkpoints/shadow-bank-proxy/manifest.json	1270	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_proxy_owner_service_publi0/proxy/checkpoints/shadow-bank-proxy/state.pt	35638	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_gpu_model_training0/checkpoints/step-100/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_gpu_model_training0/checkpoints/step-100/dcp/.metadata	42773	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_gpu_model_training0/checkpoints/step-100/dcp/__0_0.distcp	789496	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_gpu_model_training0/checkpoints/step-100/manifest.json	987	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_gpu_model_training0/checkpoints/step-100/state.pt	656994	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_h100_proxy_live_an0/cache/proxy_cache.pt	7091	regenerable proxy cache
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_h100_proxy_live_an0/checkpoints/c3-c5-step/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_h100_proxy_live_an0/checkpoints/c3-c5-step/dcp/.metadata	26739	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_h100_proxy_live_an0/checkpoints/c3-c5-step/dcp/__0_0.distcp	265472	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_h100_proxy_live_an0/checkpoints/c3-c5-step/manifest.json	1254	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_single_h100_proxy_live_an0/checkpoints/c3-c5-step/state.pt	198142	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_recomputes0/checkpoints/base/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_recomputes0/checkpoints/base/dcp/.metadata	1266	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_recomputes0/checkpoints/base/dcp/__0_0.distcp	2360	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_recomputes0/checkpoints/base/manifest.json	832	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_recomputes0/checkpoints/base/state.pt	1740	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_rejects_va0/checkpoints/base/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_rejects_va0/checkpoints/base/dcp/.metadata	1266	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_rejects_va0/checkpoints/base/dcp/__0_0.distcp	2360	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_rejects_va0/checkpoints/base/manifest.json	832	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-integration-final-v1/test_transition_cli_rejects_va0/checkpoints/base/state.pt	1740	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/dcp/.metadata	85409	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/dcp/__0_0.distcp	1016200	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/manifest.json	1318	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-base/base/checkpoints/step-00000100/state.pt	759794	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/dcp/.metadata	32777	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/dcp/__0_0.distcp	126768	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/manifest.json	1378	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-live/live/checkpoints/shadow-bank-live/state.pt	57642	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/dcp/.metadata	50361	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/dcp/__0_0.distcp	365512	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/manifest.json	1358	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/frozen_base_windows/state.pt	229810	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/dcp/.metadata	47000	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/dcp/__0_0.distcp	351224	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/manifest.json	1352	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/interface_warmup/state.pt	226082	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/dcp/.metadata	47784	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/dcp/__0_0.distcp	351820	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/manifest.json	1358	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/pair_router_teacher/state.pt	224214	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/dcp/.metadata	50351	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/dcp/__0_0.distcp	365512	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/manifest.json	1338	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-probation/probation/checkpoints/soft_task/state.pt	229810	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/cache/proxy_cache.pt	79514	regenerable proxy cache
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/dcp/.metadata	32780	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/dcp/__0_0.distcp	126768	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/manifest.json	1377	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-post-typing-final-v1/test_g7_raw_to_report_fixed_ow0/runs/dev-g7-proxy/proxy/checkpoints/shadow-bank-proxy/state.pt	55402	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/dcp/.metadata	58916	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/dcp/__0_0.distcp	837608	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/manifest.json	1308	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/state.pt	660946	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/dcp/.metadata	64086	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/dcp/__0_0.distcp	883424	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/manifest.json	1370	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/state.pt	691850	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/dcp/.metadata	58922	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/dcp/__0_0.distcp	837608	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/manifest.json	1308	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/state.pt	660946	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000002/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000002/dcp/.metadata	64092	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000002/dcp/__0_0.distcp	883424	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000002/manifest.json	1370	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-router-init-v3-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000002/state.pt	689738	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/dcp/.metadata	58919	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/dcp/__0_0.distcp	837608	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/manifest.json	1308	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/partial/checkpoints/step-00000001/state.pt	660946	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/dcp/.metadata	64089	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/dcp/__0_0.distcp	883424	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/manifest.json	1370	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/resumed/checkpoints/step-00000002/state.pt	691850	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/dcp/.metadata	58925	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/dcp/__0_0.distcp	837608	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/manifest.json	1308	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000001/state.pt	660946	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000002/COMMIT	65	test-sandbox checkpoint
+Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/verification/pytest-runtime-precision-tmp/test_artifact_base_stage_check0/uninterrupted/checkpoints/step-00000002/dcp/.metadata	64095	test-sandbox checkpoint
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diff --git a/README.md b/README.md
index 4e86b207cd157b7aec7953beacd1acd5f33a0f3e..0ffc1c8e8face7b5206c8a562e10b7acc3df0b9b 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,26 @@
 ---
 license: other
-license_name: other
-license_link: LICENSE
+license_name: schatten-moe-research-artifacts
+pretty_name: Schatten MoE experiment and benchmark archive
+tags:
+- mixture-of-experts
+- benchmark
+- image-generation
+- research-artifacts
 ---
+
+# Schatten MoE experiment and benchmark archive
+
+This repository preserves E0, E1, E1.5, and E2 reports, metrics, plots, logs,
+Parquet evidence, manifests, negative results, and failure history generated
+before 2026-08-13. Original relative paths are retained under `artifacts/`.
+
+Large binary checkpoints are stored in the companion checkpoint repository.
+ImageNet-100 latent shards are stored in the private dataset repository.
+Regenerable `proxy_cache.pt` files are intentionally omitted; their paths and
+sizes are recorded in `EXCLUDED_FILES.tsv`.
+
+The E2-SC40 handoff marks the single-H100 prerequisite phase complete and ready
+for continuation; it is not a claim that the full multi-GPU E2 lifecycle was
+completed. The E1.5 archive includes scientific-negative and infrastructure
+failure outcomes exactly as recorded by the run manifests.
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..1f24df7f2263ae4b41b99ea415446afb3c3e2b13
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/manifest.json
@@ -0,0 +1,27 @@
+{
+  "checkpoint_hash": "4b5d5da01c77d1415c6cb7fdfe1e34232da223b12701640ea5414d3697edac55",
+  "config_hash": "6c1f1cbf03f8cae3d068caf1fad0f4246b5ed4774aefe80abfe6ddee9b2244b6",
+  "ema_hash": "62223393cbf0b568c0785962e8bf9a7d4e0f49122be83efb397d39430556cfd0",
+  "eval_id": "e15-euler16-cfg1p0",
+  "graph_hash": "dc0cb6347196f976c34e2e0f5aacca353b9e55582fa5240b662f2f57a87ca167",
+  "manifest_hash": "cf9298c3111f8552384318135a0a8a45e6a4e087196bdc763a796b76eb975cb4",
+  "protocol": {
+    "cfg_scale": 1.0,
+    "cfg_window": [
+      0.0,
+      1.0
+    ],
+    "path_type": "linear",
+    "sampler": "fixed_euler_v1",
+    "steps": 16,
+    "vae_id": "stabilityai/sd-vae-ft-mse"
+  },
+  "samples": [
+    {
+      "class_id": 0,
+      "generation_seed": 1751,
+      "sample_hash": "79ac7186d3efd87ebb425d07c8110a75cb3e4a612ab5407b06507f76f2860725"
+    }
+  ],
+  "version": "generation_manifest_v1"
+}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/rank-00000/79ac7186d3efd87ebb425d07c8110a75cb3e4a612ab5407b06507f76f2860725.bin b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/rank-00000/79ac7186d3efd87ebb425d07c8110a75cb3e4a612ab5407b06507f76f2860725.bin
new file mode 100644
index 0000000000000000000000000000000000000000..800eeb246820603ebca59526ce6f6c283780d671
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/rank-00000/79ac7186d3efd87ebb425d07c8110a75cb3e4a612ab5407b06507f76f2860725.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:118569d69c48cbb12da0166e78bb8066fd95e33f8bcfae51aa9d561eeb1cfecc
+size 8222
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/rank-00000/records.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/rank-00000/records.json
new file mode 100644
index 0000000000000000000000000000000000000000..f9b8ab40cd9c7d737b891573fb19007be044f5da
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/generation_pilot/e15-euler16-cfg1p0/rank-00000/records.json
@@ -0,0 +1,11 @@
+[
+  {
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+      "elapsed_seconds_per_sample": 1.2802566271275282,
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+  "sample": {
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+  "schema_version": "1.0.0",
+  "selection_note": "Short preflight checks finite execution, latency, and latent convergence only; it is not a quality or FID result.",
+  "status": "PASS"
+}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-frozen/edge_cohort.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-frozen/edge_cohort.json
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index 0000000000000000000000000000000000000000..dba55c350337d8fb9e24228e7a9df8c3d52e0cc1
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+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-frozen/edge_cohort.json
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new file mode 100644
index 0000000000000000000000000000000000000000..ad093cdb671c993cba54144ede3984c500720aaf
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/base_gate_audit.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/base_gate_audit.json
new file mode 100644
index 0000000000000000000000000000000000000000..c794a41a081d6654cff678dded5bfcd908abaccc
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/base_gate_audit.json
@@ -0,0 +1 @@
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json
new file mode 100644
index 0000000000000000000000000000000000000000..dba55c350337d8fb9e24228e7a9df8c3d52e0cc1
--- /dev/null
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+{"actor":"e2_lifecycle","event_type":"PROTOCOL_FROZEN","payload":{"settings":{"active_flop_budget_evaluation":174766581350,"active_flop_budget_per_image":42667622,"base_active_matmul_flops_per_image":1422254080,"base_batch_images":256,"base_checkpoint_interval_steps":7813,"base_ema_decay":0.9999,"base_gradient_accumulation_steps":1,"base_image_exposures":4000000,"base_max_grad_norm":1.0,"base_optimizer_steps":15625,"base_seed":1701,"commit_delta_min":0.0005,"evaluation_cfg_scale":1.5,"evaluation_cfg_window":[0.0,1.0],"evaluation_sampler_steps":16,"generation_batch":1,"generation_sample_limit":2000,"global_committed_cap":16,"hidden_size":320,"interface_active_matmul_flops":30720,"interface_parameters":15360,"interface_rank":16,"interface_warmup_exposures":50000,"joint_adaptation_exposures":500000,"layer_slot_capacity":2,"live_batch_images":8,"live_candidate_budget":12,"live_delta_min":0.001,"live_lambda_magnitude":0.1,"live_lcb_confidence":0.6,"live_learning_rate":0.001,"live_promotion_evaluation_images":4096,"live_rung_minimum_clusters":[16,64,256,512],"live_rung_steps":[100,400,1600,3200],"max_interfaces_per_token":1,"num_experts":4,"num_layers":8,"pair_router_soft_task_exposures":100000,"pair_router_teacher_exposures":50000,"pair_router_temperature_end":0.1,"pair_router_temperature_start":1.0,"probation_batch_images":8,"probation_candidate_budget":8,"probation_ema_decay":0.9999,"probation_gradient_accumulation_steps":1,"protocol_version":"e15_exhaustive_single_h100_v1","proxy_batch_rows":256,"proxy_capture_batch_images":1024,"proxy_cuda_mps":true,"proxy_delta_min":0.00265,"proxy_kappa":0.39,"proxy_learning_rate":0.001,"proxy_maximum_absolute_loss":0.001,"proxy_min_slice_active_tokens":32,"proxy_min_slice_images":8,"proxy_minimum_active_clusters":100,"proxy_mps_active_thread_percentage":50,"proxy_optimizer_steps":100,"proxy_positive_slice_fraction":0.6,"proxy_rho":0.03,"proxy_row_workers":2,"proxy_utility_epsilon":1e-08,"proxy_workers_per_device":2,"separable_rank":12,"shadow_init_seed":1721,"use_rate_window_eligible_decisions":32768}},"sequence":1,"timestamp":"2026-08-08T03:28:55.673931+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"QUEUE_COMMITTED","payload":{"direction_count":96,"task_count":19},"sequence":2,"timestamp":"2026-08-08T03:28:57.410443+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"MPS_STARTED","payload":{"active_thread_percentage":50,"pipe_directory":"/tmp/e15-mps-lifecycle-revised-20260807b-51779"},"sequence":3,"timestamp":"2026-08-08T03:28:57.568905+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer00","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-00","experiment=e15_proxy","experiment.capture.layer_ids=[0]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-00.log","pid":51853,"task_id":"proxy-layer:00","world_size":1},"sequence":4,"timestamp":"2026-08-08T03:28:57.584611+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer01","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-01","experiment=e15_proxy","experiment.capture.layer_ids=[1]"],"gpu_slot":1,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-01.log","pid":51854,"task_id":"proxy-layer:01","world_size":1},"sequence":5,"timestamp":"2026-08-08T03:28:57.591754+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_FAILED_INFRA","payload":{"return_code":1,"run_id":"dev-e15-proxy-layer01","task_id":"proxy-layer:01"},"sequence":6,"timestamp":"2026-08-08T03:33:12.918136+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer02","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-02","experiment=e15_proxy","experiment.capture.layer_ids=[2]"],"gpu_slot":1,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-02.log","pid":53156,"task_id":"proxy-layer:02","world_size":1},"sequence":7,"timestamp":"2026-08-08T03:33:17.948163+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_FAILED_INFRA","payload":{"return_code":1,"run_id":"dev-e15-proxy-layer00","task_id":"proxy-layer:00"},"sequence":8,"timestamp":"2026-08-08T03:33:22.958359+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer03","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-03","experiment=e15_proxy","experiment.capture.layer_ids=[3]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-03.log","pid":53477,"task_id":"proxy-layer:03","world_size":1},"sequence":9,"timestamp":"2026-08-08T03:33:27.972174+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_FAILED_INFRA","payload":{"return_code":1,"run_id":"dev-e15-proxy-layer02","task_id":"proxy-layer:02"},"sequence":10,"timestamp":"2026-08-08T03:37:38.325610+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer04","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-04","experiment=e15_proxy","experiment.capture.layer_ids=[4]"],"gpu_slot":1,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-04.log","pid":54446,"task_id":"proxy-layer:04","world_size":1},"sequence":11,"timestamp":"2026-08-08T03:37:43.336490+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_FAILED_INFRA","payload":{"return_code":1,"run_id":"dev-e15-proxy-layer03","task_id":"proxy-layer:03"},"sequence":12,"timestamp":"2026-08-08T03:37:58.353836+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer05","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-05","experiment=e15_proxy","experiment.capture.layer_ids=[5]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-05.log","pid":54905,"task_id":"proxy-layer:05","world_size":1},"sequence":13,"timestamp":"2026-08-08T03:38:03.367263+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_FAILED_INFRA","payload":{"return_code":1,"run_id":"dev-e15-proxy-layer04","task_id":"proxy-layer:04"},"sequence":14,"timestamp":"2026-08-08T03:42:18.710648+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer06","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-06","experiment=e15_proxy","experiment.capture.layer_ids=[6]"],"gpu_slot":1,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-06.log","pid":55577,"task_id":"proxy-layer:06","world_size":1},"sequence":15,"timestamp":"2026-08-08T03:42:23.725046+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_FAILED_INFRA","payload":{"return_code":1,"run_id":"dev-e15-proxy-layer05","task_id":"proxy-layer:05"},"sequence":16,"timestamp":"2026-08-08T03:42:28.734924+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer07","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-07","experiment=e15_proxy","experiment.capture.layer_ids=[7]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-07.log","pid":55893,"task_id":"proxy-layer:07","world_size":1},"sequence":17,"timestamp":"2026-08-08T03:42:33.749388+00:00","version":"e2_event_ledger_v2"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-00.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-00.log
new file mode 100644
index 0000000000000000000000000000000000000000..2c4fed96e8236b506d078b98f38f986cc4c91496
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-00.log
@@ -0,0 +1,34 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 39, in <module>
+    raise SystemExit(main())
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 35, in main
+    return cli_main(Stage.TRAIN_PROXY, service=proxy_stage_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 480, in cli_main
+    destination = execute_stage(request, selected_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 293, in execute_stage
+    return _execute_local(checked, service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 310, in _execute_local
+    raw_result = service(context)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 14, in proxy_stage_service
+    receipt = run_proxy_stage_from_artifacts(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage_artifacts.py", line 237, in run_proxy_stage_from_artifacts
+    return run_proxy_stage(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 112, in run_proxy_stage
+    cache_parents = _parents(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 357, in _parents
+    _required_parent(result, name)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 370, in _required_parent
+    raise ValueError(f"proxy stage requires parent hash {name}")
+ValueError: proxy stage requires parent hash shortlist_hash
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-01.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-01.log
new file mode 100644
index 0000000000000000000000000000000000000000..2c4fed96e8236b506d078b98f38f986cc4c91496
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-01.log
@@ -0,0 +1,34 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 39, in <module>
+    raise SystemExit(main())
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 35, in main
+    return cli_main(Stage.TRAIN_PROXY, service=proxy_stage_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 480, in cli_main
+    destination = execute_stage(request, selected_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 293, in execute_stage
+    return _execute_local(checked, service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 310, in _execute_local
+    raw_result = service(context)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 14, in proxy_stage_service
+    receipt = run_proxy_stage_from_artifacts(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage_artifacts.py", line 237, in run_proxy_stage_from_artifacts
+    return run_proxy_stage(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 112, in run_proxy_stage
+    cache_parents = _parents(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 357, in _parents
+    _required_parent(result, name)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 370, in _required_parent
+    raise ValueError(f"proxy stage requires parent hash {name}")
+ValueError: proxy stage requires parent hash shortlist_hash
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-02.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-02.log
new file mode 100644
index 0000000000000000000000000000000000000000..2c4fed96e8236b506d078b98f38f986cc4c91496
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-02.log
@@ -0,0 +1,34 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 39, in <module>
+    raise SystemExit(main())
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 35, in main
+    return cli_main(Stage.TRAIN_PROXY, service=proxy_stage_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 480, in cli_main
+    destination = execute_stage(request, selected_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 293, in execute_stage
+    return _execute_local(checked, service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 310, in _execute_local
+    raw_result = service(context)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 14, in proxy_stage_service
+    receipt = run_proxy_stage_from_artifacts(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage_artifacts.py", line 237, in run_proxy_stage_from_artifacts
+    return run_proxy_stage(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 112, in run_proxy_stage
+    cache_parents = _parents(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 357, in _parents
+    _required_parent(result, name)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 370, in _required_parent
+    raise ValueError(f"proxy stage requires parent hash {name}")
+ValueError: proxy stage requires parent hash shortlist_hash
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-03.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-03.log
new file mode 100644
index 0000000000000000000000000000000000000000..2c4fed96e8236b506d078b98f38f986cc4c91496
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-03.log
@@ -0,0 +1,34 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 39, in <module>
+    raise SystemExit(main())
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 35, in main
+    return cli_main(Stage.TRAIN_PROXY, service=proxy_stage_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 480, in cli_main
+    destination = execute_stage(request, selected_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 293, in execute_stage
+    return _execute_local(checked, service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 310, in _execute_local
+    raw_result = service(context)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 14, in proxy_stage_service
+    receipt = run_proxy_stage_from_artifacts(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage_artifacts.py", line 237, in run_proxy_stage_from_artifacts
+    return run_proxy_stage(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 112, in run_proxy_stage
+    cache_parents = _parents(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 357, in _parents
+    _required_parent(result, name)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 370, in _required_parent
+    raise ValueError(f"proxy stage requires parent hash {name}")
+ValueError: proxy stage requires parent hash shortlist_hash
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-04.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-04.log
new file mode 100644
index 0000000000000000000000000000000000000000..0d16896623ce67f7c0640192106ffcd987aab6da
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-04.log
@@ -0,0 +1,34 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 39, in <module>
+    raise SystemExit(main())
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 35, in main
+    return cli_main(Stage.TRAIN_PROXY, service=proxy_stage_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 480, in cli_main
+    destination = execute_stage(request, selected_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 293, in execute_stage
+    return _execute_local(checked, service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 310, in _execute_local
+    raw_result = service(context)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 14, in proxy_stage_service
+    receipt = run_proxy_stage_from_artifacts(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage_artifacts.py", line 237, in run_proxy_stage_from_artifacts
+    "candidate_manifest_hash": candidate_source.content_hash,
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 112, in run_proxy_stage
+    cache_parents = _parents(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 357, in _parents
+    _required_parent(result, name)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 370, in _required_parent
+    raise ValueError(f"proxy stage requires parent hash {name}")
+ValueError: proxy stage requires parent hash shortlist_hash
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-05.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-05.log
new file mode 100644
index 0000000000000000000000000000000000000000..0d16896623ce67f7c0640192106ffcd987aab6da
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-05.log
@@ -0,0 +1,34 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+Traceback (most recent call last):
+  File "/usr/lib/python3.10/runpy.py", line 196, in _run_module_as_main
+    return _run_code(code, main_globals, None,
+  File "/usr/lib/python3.10/runpy.py", line 86, in _run_code
+    exec(code, run_globals)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 39, in <module>
+    raise SystemExit(main())
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 35, in main
+    return cli_main(Stage.TRAIN_PROXY, service=proxy_stage_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 480, in cli_main
+    destination = execute_stage(request, selected_service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 293, in execute_stage
+    return _execute_local(checked, service)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/common.py", line 310, in _execute_local
+    raw_result = service(context)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/cli/train_proxy.py", line 14, in proxy_stage_service
+    receipt = run_proxy_stage_from_artifacts(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage_artifacts.py", line 237, in run_proxy_stage_from_artifacts
+    "candidate_manifest_hash": candidate_source.content_hash,
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 112, in run_proxy_stage
+    cache_parents = _parents(
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 357, in _parents
+    _required_parent(result, name)
+  File "/workspace/gsh/tmp/Schatten_MoE-continuation/src/schatten_moe/shadow/proxy_stage.py", line 370, in _required_parent
+    raise ValueError(f"proxy stage requires parent hash {name}")
+ValueError: proxy stage requires parent hash shortlist_hash
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-06.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-06.log
new file mode 100644
index 0000000000000000000000000000000000000000..ad1f9d312a5678a0fb666e35f1641a72121f197f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-06.log
@@ -0,0 +1,8 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-07.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-07.log
new file mode 100644
index 0000000000000000000000000000000000000000..244849a2a481a4fe9539d80287ea94706eb5f915
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/logs/proxy-layer-07.log
@@ -0,0 +1,6 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
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+- path: runtime/h100_te_bf16_nv24_10.yaml
+  group: runtime
+  choice: h100_te_bf16_nv24_10
+  sha256: 90ebb28b79f10ec9c78545502537c626388b36d5842838429d6e160f7037e552
+overrides:
+- experiment=e15_proxy
+- experiment.capture.layer_ids=[0]
+config:
+  schema_version: 1.0.0
+  output_root: /workspace/gsh/tmp/Schatten_MoE-continuation/runs
+  seeds:
+    global_seed: 1701
+    data_order: 1701
+    posterior: 1702
+    diffusion: 1703
+    timestep: 1704
+    cfg: 1705
+    augmentation: 1706
+    capture_sampling: 1711
+    candidate_audit: 1741
+    shadow_init: 1721
+    arm_scheduling: 1731
+    generation: 1751
+  data:
+    dataset_root: /tmp/gsh/datasets/imagenet1k
+    latent_root: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data
+    vae_id: stabilityai/sd-vae-ft-mse
+    vae_revision: 31f26fdeee1355a5c34592e401dd41e45d25a493
+    latent_channels: 4
+    latent_height: 32
+    latent_width: 32
+    latent_scale: 0.18215
+    data_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json
+    split_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json
+    store_backend: npy_sharded_v1
+  model:
+    variant: mini
+    in_channels: 4
+    out_channels: 4
+    learn_sigma: false
+    patch_size: 4
+    depth: 8
+    hidden_size: 320
+    num_heads: 5
+    moe_layer_pattern:
+    - 0
+    - 1
+    - 2
+    - 3
+    - 4
+    - 5
+    - 6
+    - 7
+    expert_width: 320
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    num_classes: 100
+  runtime:
+    profile_id: h100_sm90_te_bf16_nv24_10_v1
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    python_version: 3.10.12
+    pytorch_build: 2.5.0a0+e000cf0ad9.nv24.10
+    cuda_version: '12.6'
+    transformer_engine_version: 1.11.0+4df8488
+    compute_dtype: bfloat16
+    sm: '9.0'
+    driver_version: 590.48.01
+    canonical_weight_alignment_version: expert_swiglu_gate_up_down_v1
+    profile_hash: 7930764e0384323c317c49db511e455f3392b9e7b73cac7be06927b515007802
+  router:
+    num_experts: 4
+    top_k: 2
+    num_groups: 1
+    topk_group: 1
+    group_score_top_n: 2
+    route_scale: 1.0
+    shared_expert: true
+    load_balancer: correction_bias
+    correction_bias_eta: 0.002
+    correction_bias_update_interval: 10
+    correction_bias_warmup_steps: 0
+    correction_bias_clip: 0.1
+    aux_loss_weight: 0.0
+    gate_init_std: 0.01
+  interface:
+    formula_version: directed_cross_gate_v1
+    rank: 16
+    norm_epsilon: 1.0e-05
+    rho: 0.03
+    slot_capacity: 2
+    max_interfaces_per_token: 1
+    pair_router_has_null: true
+    null_logit_mode: per_layer_fp32_scalar_v1
+    pair_router_temperature: 1.0
+    pair_router_temperature_end: 0.1
+    pair_router_temperature_schedule: linear
+    separable_rank: 12
+    pair_router_null_logit_init: 2.0
+    pair_router_beta0: null
+    pair_router_probability_epsilon: 1.0e-08
+    pair_router_feature_norm_epsilon: 1.0e-05
+  experiment:
+    mode: PROXY
+    capture:
+      layer_ids:
+      - 0
+      retain_selected_outputs: true
+      retain_moe_output_grad: true
+      token_sample_rate: 1.0
+      max_tokens_per_layer: null
+      seed: 1708
+    candidate: null
+    candidate_policy: exhaustive_no_prescreen_v1
+    audit_policy: not_applicable_exhaustive_proxy
+    decision_policy: e15_decision_policy_v1
+    decision_policy_hash: null
+    calibration_manifest: null
+    evidence_artifact: null
+    discovery_split: discovery
+    shadow_fit_split: shadow_fit
+    promotion_validation_split: promotion_val
+    budget_unit: active_image_exposures
+    proxy_capture_batch_images: 1024
+    proxy_row_workers: 2
+    live_batch_images: null
+    live_max_grad_norm: null
+    probation_batch_images: null
+    live_lambda_magnitude: null
+    live_bootstrap_resamples: null
+    probation_pair_router_kl_exposures: null
+    probation_soft_task_exposures: null
+    probation_hard_anneal_exposures: null
+    probation_interface_warmup_exposures: null
+    probation_joint_hard_exposures: null
+    probation_lambda_route: null
+    probation_lambda_route_decay_steps: null
+    probation_lambda_route_decay_schedule: null
+    probation_lambda_magnitude: null
+    probation_teacher_kappa: null
+    probation_teacher_flop_weight: null
+    probation_teacher_temperature: null
+    probation_ema_decay: null
+    probation_max_grad_norm: null
+    probation_commit_delta_min: null
+    probation_active_flop_budget: null
+  distributed:
+    world_size: 1
+    data_parallel: 1
+    expert_parallel: 1
+    precision: bf16
+    checkpoint_backend: torch_distributed_checkpoint
+    activation_checkpointing: false
+    fsdp_enabled: false
+    cross_mesh_resume: false
+    expert_mapping_version: contiguous_global_expert_v1
+  optimizer:
+    role_lrs:
+      BASE_ATTN: 0.0001
+      BASE_EXPERT: 0.0001
+      BASE_OTHER: 0.0001
+      BASE_ROUTER: 1.0e-06
+      INTERFACE: 0.001
+      PAIR_ROUTER: 0.0003
+    betas:
+    - 0.9
+    - 0.95
+    weight_decay: 0.1
+    scheduler: cosine
+    warmup_steps: 800
+    epsilon: 1.0e-08
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer00/run_status.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer00/run_status.json
new file mode 100644
index 0000000000000000000000000000000000000000..94aa75249f99fd49a267cf09a8c63623a4515eaa
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer00/run_status.json
@@ -0,0 +1 @@
+{"reason":"ValueError: proxy stage requires parent hash shortlist_hash","status":"FAILED_INFRA","updated_at":"2026-08-08T03:32:48.948307+00:00"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/environment.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/environment.json
new file mode 100644
index 0000000000000000000000000000000000000000..d77edbe87c3df5839e6230e559feb0fa70fd6e3c
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/environment.json
@@ -0,0 +1 @@
+{"cuda":"12.6","gpus":[{"compute_capability":"9.0","driver":"590.48.01","memory_bytes":85019328512,"name":"NVIDIA H100 80GB HBM3"}],"nccl":"2.22.3","python":"3.10.12","pytorch":"2.5.0a0+e000cf0ad9.nv24.10"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/launch.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/launch.json
new file mode 100644
index 0000000000000000000000000000000000000000..966650833471bbf961327de448670ff9079023c3
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/launch.json
@@ -0,0 +1 @@
+{"adapter":"__main__:proxy_stage_service","argv":["--run-id","dev-e15-proxy-layer01","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-01","experiment=e15_proxy","experiment.capture.layer_ids=[1]"],"input_hashes":{"checkpoint":"ffd61a9fd0eb70e41710e4735771a8c4d2c3ae764ce47627ce4a81da016e9c7c","data_manifest":"4ec206f8c63b542a5210ffa77d3cfa122379bf97b7e87437a2ff34912f59a7cc","edge_cohort":"a43c3bad76ad36f23e6b284a52f1831390008122356433449baa2861f15d474b","proxy_schedule":"347e9e399f93301a42e9bd6b62d78cd8d70c3c74d4e82243515593e1213460bc","split_manifest":"f2d99809dd21966190a823e684aaadda994281f5ccc2ba348db027fa6b43d716"},"inputs":{"checkpoint":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","data_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","edge_cohort":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","proxy_schedule":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-01","split_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json"},"overrides":["experiment=e15_proxy","experiment.capture.layer_ids=[1]"],"stage":"train_proxy"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/resolved_config.yaml b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/resolved_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..d9604230a2d238e41bd5d2d6fecd4bdfba384bda
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/resolved_config.yaml
@@ -0,0 +1,205 @@
+schema_version: 1.0.0
+contract_version: contracts_v1
+config_hash: c1ed760c327505d01dc9d281783bb644be9b3e9b3bcb4135cd928c049f72ebdd
+sources:
+- path: e15.yaml
+  group: null
+  choice: e15
+  sha256: f54b9ea8c8095a15ca66a0313a2808262f0a5aac3039a1585caf5c6f1000c16f
+- path: data/e15_imagenet100.yaml
+  group: data
+  choice: e15_imagenet100
+  sha256: 27cf13cf962e457a7d3fbe7d4191ac7cdaf042e6f1f0644bbe1cf9d6b099a688
+- path: distributed/single.yaml
+  group: distributed
+  choice: single
+  sha256: 0d081995f9abbddd1f4e36ac99a14221b591e31716d4d08f6083a3a0e2bc6d93
+- path: experiment/e15_proxy.yaml
+  group: experiment
+  choice: e15_proxy
+  sha256: ed81ad7f364cbceb628112ab83067d11dbabe4b2b68cf23e3242901deaa87a99
+- path: interface/e15.yaml
+  group: interface
+  choice: e15
+  sha256: 3828548942d32f26b586780f945f46cf0319a05d2b28ca868a0e6b407dfcc546
+- path: model/e15.yaml
+  group: model
+  choice: e15
+  sha256: 094a978d464500b359d6c335fc095ed8db35a1f80e2da5027c81efaedf67dbef
+- path: optimizer/e15_base_proxy.yaml
+  group: optimizer
+  choice: e15_base_proxy
+  sha256: 4c7029e3e2ee28664ed233d22afe98d9758736520df159f9cb05fca30b266b4e
+- path: router/e15.yaml
+  group: router
+  choice: e15
+  sha256: 4b69d4c199a084547291a2fbe3bebe067ea1911836540258ac630eb168e17b6b
+- path: runtime/h100_te_bf16_nv24_10.yaml
+  group: runtime
+  choice: h100_te_bf16_nv24_10
+  sha256: 90ebb28b79f10ec9c78545502537c626388b36d5842838429d6e160f7037e552
+overrides:
+- experiment=e15_proxy
+- experiment.capture.layer_ids=[1]
+config:
+  schema_version: 1.0.0
+  output_root: /workspace/gsh/tmp/Schatten_MoE-continuation/runs
+  seeds:
+    global_seed: 1701
+    data_order: 1701
+    posterior: 1702
+    diffusion: 1703
+    timestep: 1704
+    cfg: 1705
+    augmentation: 1706
+    capture_sampling: 1711
+    candidate_audit: 1741
+    shadow_init: 1721
+    arm_scheduling: 1731
+    generation: 1751
+  data:
+    dataset_root: /tmp/gsh/datasets/imagenet1k
+    latent_root: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data
+    vae_id: stabilityai/sd-vae-ft-mse
+    vae_revision: 31f26fdeee1355a5c34592e401dd41e45d25a493
+    latent_channels: 4
+    latent_height: 32
+    latent_width: 32
+    latent_scale: 0.18215
+    data_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json
+    split_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json
+    store_backend: npy_sharded_v1
+  model:
+    variant: mini
+    in_channels: 4
+    out_channels: 4
+    learn_sigma: false
+    patch_size: 4
+    depth: 8
+    hidden_size: 320
+    num_heads: 5
+    moe_layer_pattern:
+    - 0
+    - 1
+    - 2
+    - 3
+    - 4
+    - 5
+    - 6
+    - 7
+    expert_width: 320
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    num_classes: 100
+  runtime:
+    profile_id: h100_sm90_te_bf16_nv24_10_v1
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    python_version: 3.10.12
+    pytorch_build: 2.5.0a0+e000cf0ad9.nv24.10
+    cuda_version: '12.6'
+    transformer_engine_version: 1.11.0+4df8488
+    compute_dtype: bfloat16
+    sm: '9.0'
+    driver_version: 590.48.01
+    canonical_weight_alignment_version: expert_swiglu_gate_up_down_v1
+    profile_hash: 7930764e0384323c317c49db511e455f3392b9e7b73cac7be06927b515007802
+  router:
+    num_experts: 4
+    top_k: 2
+    num_groups: 1
+    topk_group: 1
+    group_score_top_n: 2
+    route_scale: 1.0
+    shared_expert: true
+    load_balancer: correction_bias
+    correction_bias_eta: 0.002
+    correction_bias_update_interval: 10
+    correction_bias_warmup_steps: 0
+    correction_bias_clip: 0.1
+    aux_loss_weight: 0.0
+    gate_init_std: 0.01
+  interface:
+    formula_version: directed_cross_gate_v1
+    rank: 16
+    norm_epsilon: 1.0e-05
+    rho: 0.03
+    slot_capacity: 2
+    max_interfaces_per_token: 1
+    pair_router_has_null: true
+    null_logit_mode: per_layer_fp32_scalar_v1
+    pair_router_temperature: 1.0
+    pair_router_temperature_end: 0.1
+    pair_router_temperature_schedule: linear
+    separable_rank: 12
+    pair_router_null_logit_init: 2.0
+    pair_router_beta0: null
+    pair_router_probability_epsilon: 1.0e-08
+    pair_router_feature_norm_epsilon: 1.0e-05
+  experiment:
+    mode: PROXY
+    capture:
+      layer_ids:
+      - 1
+      retain_selected_outputs: true
+      retain_moe_output_grad: true
+      token_sample_rate: 1.0
+      max_tokens_per_layer: null
+      seed: 1708
+    candidate: null
+    candidate_policy: exhaustive_no_prescreen_v1
+    audit_policy: not_applicable_exhaustive_proxy
+    decision_policy: e15_decision_policy_v1
+    decision_policy_hash: null
+    calibration_manifest: null
+    evidence_artifact: null
+    discovery_split: discovery
+    shadow_fit_split: shadow_fit
+    promotion_validation_split: promotion_val
+    budget_unit: active_image_exposures
+    proxy_capture_batch_images: 1024
+    proxy_row_workers: 2
+    live_batch_images: null
+    live_max_grad_norm: null
+    probation_batch_images: null
+    live_lambda_magnitude: null
+    live_bootstrap_resamples: null
+    probation_pair_router_kl_exposures: null
+    probation_soft_task_exposures: null
+    probation_hard_anneal_exposures: null
+    probation_interface_warmup_exposures: null
+    probation_joint_hard_exposures: null
+    probation_lambda_route: null
+    probation_lambda_route_decay_steps: null
+    probation_lambda_route_decay_schedule: null
+    probation_lambda_magnitude: null
+    probation_teacher_kappa: null
+    probation_teacher_flop_weight: null
+    probation_teacher_temperature: null
+    probation_ema_decay: null
+    probation_max_grad_norm: null
+    probation_commit_delta_min: null
+    probation_active_flop_budget: null
+  distributed:
+    world_size: 1
+    data_parallel: 1
+    expert_parallel: 1
+    precision: bf16
+    checkpoint_backend: torch_distributed_checkpoint
+    activation_checkpointing: false
+    fsdp_enabled: false
+    cross_mesh_resume: false
+    expert_mapping_version: contiguous_global_expert_v1
+  optimizer:
+    role_lrs:
+      BASE_ATTN: 0.0001
+      BASE_EXPERT: 0.0001
+      BASE_OTHER: 0.0001
+      BASE_ROUTER: 1.0e-06
+      INTERFACE: 0.001
+      PAIR_ROUTER: 0.0003
+    betas:
+    - 0.9
+    - 0.95
+    weight_decay: 0.1
+    scheduler: cosine
+    warmup_steps: 800
+    epsilon: 1.0e-08
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/run_status.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/run_status.json
new file mode 100644
index 0000000000000000000000000000000000000000..77e4f0557f8fcd32d073b4875b32b9126236212a
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer01/run_status.json
@@ -0,0 +1 @@
+{"reason":"ValueError: proxy stage requires parent hash shortlist_hash","status":"FAILED_INFRA","updated_at":"2026-08-08T03:32:42.635079+00:00"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/environment.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/environment.json
new file mode 100644
index 0000000000000000000000000000000000000000..d77edbe87c3df5839e6230e559feb0fa70fd6e3c
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/environment.json
@@ -0,0 +1 @@
+{"cuda":"12.6","gpus":[{"compute_capability":"9.0","driver":"590.48.01","memory_bytes":85019328512,"name":"NVIDIA H100 80GB HBM3"}],"nccl":"2.22.3","python":"3.10.12","pytorch":"2.5.0a0+e000cf0ad9.nv24.10"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/launch.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/launch.json
new file mode 100644
index 0000000000000000000000000000000000000000..ecb216eff96ecadb74d15cbd843b25d708a6279f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/launch.json
@@ -0,0 +1 @@
+{"adapter":"__main__:proxy_stage_service","argv":["--run-id","dev-e15-proxy-layer02","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-02","experiment=e15_proxy","experiment.capture.layer_ids=[2]"],"input_hashes":{"checkpoint":"ffd61a9fd0eb70e41710e4735771a8c4d2c3ae764ce47627ce4a81da016e9c7c","data_manifest":"4ec206f8c63b542a5210ffa77d3cfa122379bf97b7e87437a2ff34912f59a7cc","edge_cohort":"a43c3bad76ad36f23e6b284a52f1831390008122356433449baa2861f15d474b","proxy_schedule":"6f9bd53317db4509d8e8598cfbadd202c359fc479fe002b358fde15e72f0c722","split_manifest":"f2d99809dd21966190a823e684aaadda994281f5ccc2ba348db027fa6b43d716"},"inputs":{"checkpoint":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","data_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","edge_cohort":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","proxy_schedule":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-02","split_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json"},"overrides":["experiment=e15_proxy","experiment.capture.layer_ids=[2]"],"stage":"train_proxy"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/resolved_config.yaml b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/resolved_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..92483af3d1448be9dc45f7f051cb1fbbfd0e4d39
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/resolved_config.yaml
@@ -0,0 +1,205 @@
+schema_version: 1.0.0
+contract_version: contracts_v1
+config_hash: 0d18c278ad2fc230e2d0c502a84f41b993c862ae91c2b385d5988767bcb4c61f
+sources:
+- path: e15.yaml
+  group: null
+  choice: e15
+  sha256: f54b9ea8c8095a15ca66a0313a2808262f0a5aac3039a1585caf5c6f1000c16f
+- path: data/e15_imagenet100.yaml
+  group: data
+  choice: e15_imagenet100
+  sha256: 27cf13cf962e457a7d3fbe7d4191ac7cdaf042e6f1f0644bbe1cf9d6b099a688
+- path: distributed/single.yaml
+  group: distributed
+  choice: single
+  sha256: 0d081995f9abbddd1f4e36ac99a14221b591e31716d4d08f6083a3a0e2bc6d93
+- path: experiment/e15_proxy.yaml
+  group: experiment
+  choice: e15_proxy
+  sha256: ed81ad7f364cbceb628112ab83067d11dbabe4b2b68cf23e3242901deaa87a99
+- path: interface/e15.yaml
+  group: interface
+  choice: e15
+  sha256: 3828548942d32f26b586780f945f46cf0319a05d2b28ca868a0e6b407dfcc546
+- path: model/e15.yaml
+  group: model
+  choice: e15
+  sha256: 094a978d464500b359d6c335fc095ed8db35a1f80e2da5027c81efaedf67dbef
+- path: optimizer/e15_base_proxy.yaml
+  group: optimizer
+  choice: e15_base_proxy
+  sha256: 4c7029e3e2ee28664ed233d22afe98d9758736520df159f9cb05fca30b266b4e
+- path: router/e15.yaml
+  group: router
+  choice: e15
+  sha256: 4b69d4c199a084547291a2fbe3bebe067ea1911836540258ac630eb168e17b6b
+- path: runtime/h100_te_bf16_nv24_10.yaml
+  group: runtime
+  choice: h100_te_bf16_nv24_10
+  sha256: 90ebb28b79f10ec9c78545502537c626388b36d5842838429d6e160f7037e552
+overrides:
+- experiment=e15_proxy
+- experiment.capture.layer_ids=[2]
+config:
+  schema_version: 1.0.0
+  output_root: /workspace/gsh/tmp/Schatten_MoE-continuation/runs
+  seeds:
+    global_seed: 1701
+    data_order: 1701
+    posterior: 1702
+    diffusion: 1703
+    timestep: 1704
+    cfg: 1705
+    augmentation: 1706
+    capture_sampling: 1711
+    candidate_audit: 1741
+    shadow_init: 1721
+    arm_scheduling: 1731
+    generation: 1751
+  data:
+    dataset_root: /tmp/gsh/datasets/imagenet1k
+    latent_root: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data
+    vae_id: stabilityai/sd-vae-ft-mse
+    vae_revision: 31f26fdeee1355a5c34592e401dd41e45d25a493
+    latent_channels: 4
+    latent_height: 32
+    latent_width: 32
+    latent_scale: 0.18215
+    data_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json
+    split_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json
+    store_backend: npy_sharded_v1
+  model:
+    variant: mini
+    in_channels: 4
+    out_channels: 4
+    learn_sigma: false
+    patch_size: 4
+    depth: 8
+    hidden_size: 320
+    num_heads: 5
+    moe_layer_pattern:
+    - 0
+    - 1
+    - 2
+    - 3
+    - 4
+    - 5
+    - 6
+    - 7
+    expert_width: 320
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    num_classes: 100
+  runtime:
+    profile_id: h100_sm90_te_bf16_nv24_10_v1
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    python_version: 3.10.12
+    pytorch_build: 2.5.0a0+e000cf0ad9.nv24.10
+    cuda_version: '12.6'
+    transformer_engine_version: 1.11.0+4df8488
+    compute_dtype: bfloat16
+    sm: '9.0'
+    driver_version: 590.48.01
+    canonical_weight_alignment_version: expert_swiglu_gate_up_down_v1
+    profile_hash: 7930764e0384323c317c49db511e455f3392b9e7b73cac7be06927b515007802
+  router:
+    num_experts: 4
+    top_k: 2
+    num_groups: 1
+    topk_group: 1
+    group_score_top_n: 2
+    route_scale: 1.0
+    shared_expert: true
+    load_balancer: correction_bias
+    correction_bias_eta: 0.002
+    correction_bias_update_interval: 10
+    correction_bias_warmup_steps: 0
+    correction_bias_clip: 0.1
+    aux_loss_weight: 0.0
+    gate_init_std: 0.01
+  interface:
+    formula_version: directed_cross_gate_v1
+    rank: 16
+    norm_epsilon: 1.0e-05
+    rho: 0.03
+    slot_capacity: 2
+    max_interfaces_per_token: 1
+    pair_router_has_null: true
+    null_logit_mode: per_layer_fp32_scalar_v1
+    pair_router_temperature: 1.0
+    pair_router_temperature_end: 0.1
+    pair_router_temperature_schedule: linear
+    separable_rank: 12
+    pair_router_null_logit_init: 2.0
+    pair_router_beta0: null
+    pair_router_probability_epsilon: 1.0e-08
+    pair_router_feature_norm_epsilon: 1.0e-05
+  experiment:
+    mode: PROXY
+    capture:
+      layer_ids:
+      - 2
+      retain_selected_outputs: true
+      retain_moe_output_grad: true
+      token_sample_rate: 1.0
+      max_tokens_per_layer: null
+      seed: 1708
+    candidate: null
+    candidate_policy: exhaustive_no_prescreen_v1
+    audit_policy: not_applicable_exhaustive_proxy
+    decision_policy: e15_decision_policy_v1
+    decision_policy_hash: null
+    calibration_manifest: null
+    evidence_artifact: null
+    discovery_split: discovery
+    shadow_fit_split: shadow_fit
+    promotion_validation_split: promotion_val
+    budget_unit: active_image_exposures
+    proxy_capture_batch_images: 1024
+    proxy_row_workers: 2
+    live_batch_images: null
+    live_max_grad_norm: null
+    probation_batch_images: null
+    live_lambda_magnitude: null
+    live_bootstrap_resamples: null
+    probation_pair_router_kl_exposures: null
+    probation_soft_task_exposures: null
+    probation_hard_anneal_exposures: null
+    probation_interface_warmup_exposures: null
+    probation_joint_hard_exposures: null
+    probation_lambda_route: null
+    probation_lambda_route_decay_steps: null
+    probation_lambda_route_decay_schedule: null
+    probation_lambda_magnitude: null
+    probation_teacher_kappa: null
+    probation_teacher_flop_weight: null
+    probation_teacher_temperature: null
+    probation_ema_decay: null
+    probation_max_grad_norm: null
+    probation_commit_delta_min: null
+    probation_active_flop_budget: null
+  distributed:
+    world_size: 1
+    data_parallel: 1
+    expert_parallel: 1
+    precision: bf16
+    checkpoint_backend: torch_distributed_checkpoint
+    activation_checkpointing: false
+    fsdp_enabled: false
+    cross_mesh_resume: false
+    expert_mapping_version: contiguous_global_expert_v1
+  optimizer:
+    role_lrs:
+      BASE_ATTN: 0.0001
+      BASE_EXPERT: 0.0001
+      BASE_OTHER: 0.0001
+      BASE_ROUTER: 1.0e-06
+      INTERFACE: 0.001
+      PAIR_ROUTER: 0.0003
+    betas:
+    - 0.9
+    - 0.95
+    weight_decay: 0.1
+    scheduler: cosine
+    warmup_steps: 800
+    epsilon: 1.0e-08
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/run_status.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/run_status.json
new file mode 100644
index 0000000000000000000000000000000000000000..4fdd8d65bfe601139bd9a45ec6c853c6dbdbcd78
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer02/run_status.json
@@ -0,0 +1 @@
+{"reason":"ValueError: proxy stage requires parent hash shortlist_hash","status":"FAILED_INFRA","updated_at":"2026-08-08T03:37:07.387231+00:00"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/environment.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/environment.json
new file mode 100644
index 0000000000000000000000000000000000000000..d77edbe87c3df5839e6230e559feb0fa70fd6e3c
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/environment.json
@@ -0,0 +1 @@
+{"cuda":"12.6","gpus":[{"compute_capability":"9.0","driver":"590.48.01","memory_bytes":85019328512,"name":"NVIDIA H100 80GB HBM3"}],"nccl":"2.22.3","python":"3.10.12","pytorch":"2.5.0a0+e000cf0ad9.nv24.10"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/launch.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/launch.json
new file mode 100644
index 0000000000000000000000000000000000000000..bdc685b9f489d160d88a68c9ddf92f5cbd3e561e
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/launch.json
@@ -0,0 +1 @@
+{"adapter":"__main__:proxy_stage_service","argv":["--run-id","dev-e15-proxy-layer03","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-03","experiment=e15_proxy","experiment.capture.layer_ids=[3]"],"input_hashes":{"checkpoint":"ffd61a9fd0eb70e41710e4735771a8c4d2c3ae764ce47627ce4a81da016e9c7c","data_manifest":"4ec206f8c63b542a5210ffa77d3cfa122379bf97b7e87437a2ff34912f59a7cc","edge_cohort":"a43c3bad76ad36f23e6b284a52f1831390008122356433449baa2861f15d474b","proxy_schedule":"373b85b5ac92556544b30d9bea984b4bd1dd07af5d7f7fab8c96febccf037910","split_manifest":"f2d99809dd21966190a823e684aaadda994281f5ccc2ba348db027fa6b43d716"},"inputs":{"checkpoint":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","data_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","edge_cohort":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","proxy_schedule":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-03","split_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json"},"overrides":["experiment=e15_proxy","experiment.capture.layer_ids=[3]"],"stage":"train_proxy"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/resolved_config.yaml b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/resolved_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..cbbff6b4d21bcbc17415a562dfe3c9f791b1411f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/resolved_config.yaml
@@ -0,0 +1,205 @@
+schema_version: 1.0.0
+contract_version: contracts_v1
+config_hash: bd2eb04a13e59b015dee71be7d2e5ec43912ca52b1201e97a199679a35042582
+sources:
+- path: e15.yaml
+  group: null
+  choice: e15
+  sha256: f54b9ea8c8095a15ca66a0313a2808262f0a5aac3039a1585caf5c6f1000c16f
+- path: data/e15_imagenet100.yaml
+  group: data
+  choice: e15_imagenet100
+  sha256: 27cf13cf962e457a7d3fbe7d4191ac7cdaf042e6f1f0644bbe1cf9d6b099a688
+- path: distributed/single.yaml
+  group: distributed
+  choice: single
+  sha256: 0d081995f9abbddd1f4e36ac99a14221b591e31716d4d08f6083a3a0e2bc6d93
+- path: experiment/e15_proxy.yaml
+  group: experiment
+  choice: e15_proxy
+  sha256: ed81ad7f364cbceb628112ab83067d11dbabe4b2b68cf23e3242901deaa87a99
+- path: interface/e15.yaml
+  group: interface
+  choice: e15
+  sha256: 3828548942d32f26b586780f945f46cf0319a05d2b28ca868a0e6b407dfcc546
+- path: model/e15.yaml
+  group: model
+  choice: e15
+  sha256: 094a978d464500b359d6c335fc095ed8db35a1f80e2da5027c81efaedf67dbef
+- path: optimizer/e15_base_proxy.yaml
+  group: optimizer
+  choice: e15_base_proxy
+  sha256: 4c7029e3e2ee28664ed233d22afe98d9758736520df159f9cb05fca30b266b4e
+- path: router/e15.yaml
+  group: router
+  choice: e15
+  sha256: 4b69d4c199a084547291a2fbe3bebe067ea1911836540258ac630eb168e17b6b
+- path: runtime/h100_te_bf16_nv24_10.yaml
+  group: runtime
+  choice: h100_te_bf16_nv24_10
+  sha256: 90ebb28b79f10ec9c78545502537c626388b36d5842838429d6e160f7037e552
+overrides:
+- experiment=e15_proxy
+- experiment.capture.layer_ids=[3]
+config:
+  schema_version: 1.0.0
+  output_root: /workspace/gsh/tmp/Schatten_MoE-continuation/runs
+  seeds:
+    global_seed: 1701
+    data_order: 1701
+    posterior: 1702
+    diffusion: 1703
+    timestep: 1704
+    cfg: 1705
+    augmentation: 1706
+    capture_sampling: 1711
+    candidate_audit: 1741
+    shadow_init: 1721
+    arm_scheduling: 1731
+    generation: 1751
+  data:
+    dataset_root: /tmp/gsh/datasets/imagenet1k
+    latent_root: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data
+    vae_id: stabilityai/sd-vae-ft-mse
+    vae_revision: 31f26fdeee1355a5c34592e401dd41e45d25a493
+    latent_channels: 4
+    latent_height: 32
+    latent_width: 32
+    latent_scale: 0.18215
+    data_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json
+    split_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json
+    store_backend: npy_sharded_v1
+  model:
+    variant: mini
+    in_channels: 4
+    out_channels: 4
+    learn_sigma: false
+    patch_size: 4
+    depth: 8
+    hidden_size: 320
+    num_heads: 5
+    moe_layer_pattern:
+    - 0
+    - 1
+    - 2
+    - 3
+    - 4
+    - 5
+    - 6
+    - 7
+    expert_width: 320
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    num_classes: 100
+  runtime:
+    profile_id: h100_sm90_te_bf16_nv24_10_v1
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    python_version: 3.10.12
+    pytorch_build: 2.5.0a0+e000cf0ad9.nv24.10
+    cuda_version: '12.6'
+    transformer_engine_version: 1.11.0+4df8488
+    compute_dtype: bfloat16
+    sm: '9.0'
+    driver_version: 590.48.01
+    canonical_weight_alignment_version: expert_swiglu_gate_up_down_v1
+    profile_hash: 7930764e0384323c317c49db511e455f3392b9e7b73cac7be06927b515007802
+  router:
+    num_experts: 4
+    top_k: 2
+    num_groups: 1
+    topk_group: 1
+    group_score_top_n: 2
+    route_scale: 1.0
+    shared_expert: true
+    load_balancer: correction_bias
+    correction_bias_eta: 0.002
+    correction_bias_update_interval: 10
+    correction_bias_warmup_steps: 0
+    correction_bias_clip: 0.1
+    aux_loss_weight: 0.0
+    gate_init_std: 0.01
+  interface:
+    formula_version: directed_cross_gate_v1
+    rank: 16
+    norm_epsilon: 1.0e-05
+    rho: 0.03
+    slot_capacity: 2
+    max_interfaces_per_token: 1
+    pair_router_has_null: true
+    null_logit_mode: per_layer_fp32_scalar_v1
+    pair_router_temperature: 1.0
+    pair_router_temperature_end: 0.1
+    pair_router_temperature_schedule: linear
+    separable_rank: 12
+    pair_router_null_logit_init: 2.0
+    pair_router_beta0: null
+    pair_router_probability_epsilon: 1.0e-08
+    pair_router_feature_norm_epsilon: 1.0e-05
+  experiment:
+    mode: PROXY
+    capture:
+      layer_ids:
+      - 3
+      retain_selected_outputs: true
+      retain_moe_output_grad: true
+      token_sample_rate: 1.0
+      max_tokens_per_layer: null
+      seed: 1708
+    candidate: null
+    candidate_policy: exhaustive_no_prescreen_v1
+    audit_policy: not_applicable_exhaustive_proxy
+    decision_policy: e15_decision_policy_v1
+    decision_policy_hash: null
+    calibration_manifest: null
+    evidence_artifact: null
+    discovery_split: discovery
+    shadow_fit_split: shadow_fit
+    promotion_validation_split: promotion_val
+    budget_unit: active_image_exposures
+    proxy_capture_batch_images: 1024
+    proxy_row_workers: 2
+    live_batch_images: null
+    live_max_grad_norm: null
+    probation_batch_images: null
+    live_lambda_magnitude: null
+    live_bootstrap_resamples: null
+    probation_pair_router_kl_exposures: null
+    probation_soft_task_exposures: null
+    probation_hard_anneal_exposures: null
+    probation_interface_warmup_exposures: null
+    probation_joint_hard_exposures: null
+    probation_lambda_route: null
+    probation_lambda_route_decay_steps: null
+    probation_lambda_route_decay_schedule: null
+    probation_lambda_magnitude: null
+    probation_teacher_kappa: null
+    probation_teacher_flop_weight: null
+    probation_teacher_temperature: null
+    probation_ema_decay: null
+    probation_max_grad_norm: null
+    probation_commit_delta_min: null
+    probation_active_flop_budget: null
+  distributed:
+    world_size: 1
+    data_parallel: 1
+    expert_parallel: 1
+    precision: bf16
+    checkpoint_backend: torch_distributed_checkpoint
+    activation_checkpointing: false
+    fsdp_enabled: false
+    cross_mesh_resume: false
+    expert_mapping_version: contiguous_global_expert_v1
+  optimizer:
+    role_lrs:
+      BASE_ATTN: 0.0001
+      BASE_EXPERT: 0.0001
+      BASE_OTHER: 0.0001
+      BASE_ROUTER: 1.0e-06
+      INTERFACE: 0.001
+      PAIR_ROUTER: 0.0003
+    betas:
+    - 0.9
+    - 0.95
+    weight_decay: 0.1
+    scheduler: cosine
+    warmup_steps: 800
+    epsilon: 1.0e-08
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/run_status.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/run_status.json
new file mode 100644
index 0000000000000000000000000000000000000000..76b05a1641775bf43449a3aa2316d9312b777b6d
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer03/run_status.json
@@ -0,0 +1 @@
+{"reason":"ValueError: proxy stage requires parent hash shortlist_hash","status":"FAILED_INFRA","updated_at":"2026-08-08T03:37:23.571122+00:00"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/environment.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/environment.json
new file mode 100644
index 0000000000000000000000000000000000000000..d77edbe87c3df5839e6230e559feb0fa70fd6e3c
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/environment.json
@@ -0,0 +1 @@
+{"cuda":"12.6","gpus":[{"compute_capability":"9.0","driver":"590.48.01","memory_bytes":85019328512,"name":"NVIDIA H100 80GB HBM3"}],"nccl":"2.22.3","python":"3.10.12","pytorch":"2.5.0a0+e000cf0ad9.nv24.10"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/launch.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/launch.json
new file mode 100644
index 0000000000000000000000000000000000000000..7b7562e2e43a84ee6ca605ba9f4ca4f3d5f79f0a
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/launch.json
@@ -0,0 +1 @@
+{"adapter":"__main__:proxy_stage_service","argv":["--run-id","dev-e15-proxy-layer04","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-04","experiment=e15_proxy","experiment.capture.layer_ids=[4]"],"input_hashes":{"checkpoint":"ffd61a9fd0eb70e41710e4735771a8c4d2c3ae764ce47627ce4a81da016e9c7c","data_manifest":"4ec206f8c63b542a5210ffa77d3cfa122379bf97b7e87437a2ff34912f59a7cc","edge_cohort":"a43c3bad76ad36f23e6b284a52f1831390008122356433449baa2861f15d474b","proxy_schedule":"dee5707fbae1c1509217eb7b5245e65a1a74a383e80e77b31732e80f9d6c5e4d","split_manifest":"f2d99809dd21966190a823e684aaadda994281f5ccc2ba348db027fa6b43d716"},"inputs":{"checkpoint":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","data_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","edge_cohort":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","proxy_schedule":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-04","split_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json"},"overrides":["experiment=e15_proxy","experiment.capture.layer_ids=[4]"],"stage":"train_proxy"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/resolved_config.yaml b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/resolved_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..556c6f7391a5ad951a1575048bd2804beca770e7
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/resolved_config.yaml
@@ -0,0 +1,205 @@
+schema_version: 1.0.0
+contract_version: contracts_v1
+config_hash: 2210179174bf10d9aecaa8285e1e4c675448f6c5d0f9527fbd6b9c8bc893c671
+sources:
+- path: e15.yaml
+  group: null
+  choice: e15
+  sha256: f54b9ea8c8095a15ca66a0313a2808262f0a5aac3039a1585caf5c6f1000c16f
+- path: data/e15_imagenet100.yaml
+  group: data
+  choice: e15_imagenet100
+  sha256: 27cf13cf962e457a7d3fbe7d4191ac7cdaf042e6f1f0644bbe1cf9d6b099a688
+- path: distributed/single.yaml
+  group: distributed
+  choice: single
+  sha256: 0d081995f9abbddd1f4e36ac99a14221b591e31716d4d08f6083a3a0e2bc6d93
+- path: experiment/e15_proxy.yaml
+  group: experiment
+  choice: e15_proxy
+  sha256: ed81ad7f364cbceb628112ab83067d11dbabe4b2b68cf23e3242901deaa87a99
+- path: interface/e15.yaml
+  group: interface
+  choice: e15
+  sha256: 3828548942d32f26b586780f945f46cf0319a05d2b28ca868a0e6b407dfcc546
+- path: model/e15.yaml
+  group: model
+  choice: e15
+  sha256: 094a978d464500b359d6c335fc095ed8db35a1f80e2da5027c81efaedf67dbef
+- path: optimizer/e15_base_proxy.yaml
+  group: optimizer
+  choice: e15_base_proxy
+  sha256: 4c7029e3e2ee28664ed233d22afe98d9758736520df159f9cb05fca30b266b4e
+- path: router/e15.yaml
+  group: router
+  choice: e15
+  sha256: 4b69d4c199a084547291a2fbe3bebe067ea1911836540258ac630eb168e17b6b
+- path: runtime/h100_te_bf16_nv24_10.yaml
+  group: runtime
+  choice: h100_te_bf16_nv24_10
+  sha256: 90ebb28b79f10ec9c78545502537c626388b36d5842838429d6e160f7037e552
+overrides:
+- experiment=e15_proxy
+- experiment.capture.layer_ids=[4]
+config:
+  schema_version: 1.0.0
+  output_root: /workspace/gsh/tmp/Schatten_MoE-continuation/runs
+  seeds:
+    global_seed: 1701
+    data_order: 1701
+    posterior: 1702
+    diffusion: 1703
+    timestep: 1704
+    cfg: 1705
+    augmentation: 1706
+    capture_sampling: 1711
+    candidate_audit: 1741
+    shadow_init: 1721
+    arm_scheduling: 1731
+    generation: 1751
+  data:
+    dataset_root: /tmp/gsh/datasets/imagenet1k
+    latent_root: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data
+    vae_id: stabilityai/sd-vae-ft-mse
+    vae_revision: 31f26fdeee1355a5c34592e401dd41e45d25a493
+    latent_channels: 4
+    latent_height: 32
+    latent_width: 32
+    latent_scale: 0.18215
+    data_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json
+    split_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json
+    store_backend: npy_sharded_v1
+  model:
+    variant: mini
+    in_channels: 4
+    out_channels: 4
+    learn_sigma: false
+    patch_size: 4
+    depth: 8
+    hidden_size: 320
+    num_heads: 5
+    moe_layer_pattern:
+    - 0
+    - 1
+    - 2
+    - 3
+    - 4
+    - 5
+    - 6
+    - 7
+    expert_width: 320
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    num_classes: 100
+  runtime:
+    profile_id: h100_sm90_te_bf16_nv24_10_v1
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    python_version: 3.10.12
+    pytorch_build: 2.5.0a0+e000cf0ad9.nv24.10
+    cuda_version: '12.6'
+    transformer_engine_version: 1.11.0+4df8488
+    compute_dtype: bfloat16
+    sm: '9.0'
+    driver_version: 590.48.01
+    canonical_weight_alignment_version: expert_swiglu_gate_up_down_v1
+    profile_hash: 7930764e0384323c317c49db511e455f3392b9e7b73cac7be06927b515007802
+  router:
+    num_experts: 4
+    top_k: 2
+    num_groups: 1
+    topk_group: 1
+    group_score_top_n: 2
+    route_scale: 1.0
+    shared_expert: true
+    load_balancer: correction_bias
+    correction_bias_eta: 0.002
+    correction_bias_update_interval: 10
+    correction_bias_warmup_steps: 0
+    correction_bias_clip: 0.1
+    aux_loss_weight: 0.0
+    gate_init_std: 0.01
+  interface:
+    formula_version: directed_cross_gate_v1
+    rank: 16
+    norm_epsilon: 1.0e-05
+    rho: 0.03
+    slot_capacity: 2
+    max_interfaces_per_token: 1
+    pair_router_has_null: true
+    null_logit_mode: per_layer_fp32_scalar_v1
+    pair_router_temperature: 1.0
+    pair_router_temperature_end: 0.1
+    pair_router_temperature_schedule: linear
+    separable_rank: 12
+    pair_router_null_logit_init: 2.0
+    pair_router_beta0: null
+    pair_router_probability_epsilon: 1.0e-08
+    pair_router_feature_norm_epsilon: 1.0e-05
+  experiment:
+    mode: PROXY
+    capture:
+      layer_ids:
+      - 4
+      retain_selected_outputs: true
+      retain_moe_output_grad: true
+      token_sample_rate: 1.0
+      max_tokens_per_layer: null
+      seed: 1708
+    candidate: null
+    candidate_policy: exhaustive_no_prescreen_v1
+    audit_policy: not_applicable_exhaustive_proxy
+    decision_policy: e15_decision_policy_v1
+    decision_policy_hash: null
+    calibration_manifest: null
+    evidence_artifact: null
+    discovery_split: discovery
+    shadow_fit_split: shadow_fit
+    promotion_validation_split: promotion_val
+    budget_unit: active_image_exposures
+    proxy_capture_batch_images: 1024
+    proxy_row_workers: 2
+    live_batch_images: null
+    live_max_grad_norm: null
+    probation_batch_images: null
+    live_lambda_magnitude: null
+    live_bootstrap_resamples: null
+    probation_pair_router_kl_exposures: null
+    probation_soft_task_exposures: null
+    probation_hard_anneal_exposures: null
+    probation_interface_warmup_exposures: null
+    probation_joint_hard_exposures: null
+    probation_lambda_route: null
+    probation_lambda_route_decay_steps: null
+    probation_lambda_route_decay_schedule: null
+    probation_lambda_magnitude: null
+    probation_teacher_kappa: null
+    probation_teacher_flop_weight: null
+    probation_teacher_temperature: null
+    probation_ema_decay: null
+    probation_max_grad_norm: null
+    probation_commit_delta_min: null
+    probation_active_flop_budget: null
+  distributed:
+    world_size: 1
+    data_parallel: 1
+    expert_parallel: 1
+    precision: bf16
+    checkpoint_backend: torch_distributed_checkpoint
+    activation_checkpointing: false
+    fsdp_enabled: false
+    cross_mesh_resume: false
+    expert_mapping_version: contiguous_global_expert_v1
+  optimizer:
+    role_lrs:
+      BASE_ATTN: 0.0001
+      BASE_EXPERT: 0.0001
+      BASE_OTHER: 0.0001
+      BASE_ROUTER: 1.0e-06
+      INTERFACE: 0.001
+      PAIR_ROUTER: 0.0003
+    betas:
+    - 0.9
+    - 0.95
+    weight_decay: 0.1
+    scheduler: cosine
+    warmup_steps: 800
+    epsilon: 1.0e-08
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/run_status.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/run_status.json
new file mode 100644
index 0000000000000000000000000000000000000000..8148fecda00c54964dcd284a7555e0b71078fe45
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer04/run_status.json
@@ -0,0 +1 @@
+{"reason":"ValueError: proxy stage requires parent hash shortlist_hash","status":"FAILED_INFRA","updated_at":"2026-08-08T03:41:42.115489+00:00"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/environment.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/environment.json
new file mode 100644
index 0000000000000000000000000000000000000000..d77edbe87c3df5839e6230e559feb0fa70fd6e3c
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/environment.json
@@ -0,0 +1 @@
+{"cuda":"12.6","gpus":[{"compute_capability":"9.0","driver":"590.48.01","memory_bytes":85019328512,"name":"NVIDIA H100 80GB HBM3"}],"nccl":"2.22.3","python":"3.10.12","pytorch":"2.5.0a0+e000cf0ad9.nv24.10"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/launch.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/launch.json
new file mode 100644
index 0000000000000000000000000000000000000000..b9819fd7ea24778751bb73b691b74b287cf601d2
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/launch.json
@@ -0,0 +1 @@
+{"adapter":"__main__:proxy_stage_service","argv":["--run-id","dev-e15-proxy-layer05","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-05","experiment=e15_proxy","experiment.capture.layer_ids=[5]"],"input_hashes":{"checkpoint":"ffd61a9fd0eb70e41710e4735771a8c4d2c3ae764ce47627ce4a81da016e9c7c","data_manifest":"4ec206f8c63b542a5210ffa77d3cfa122379bf97b7e87437a2ff34912f59a7cc","edge_cohort":"a43c3bad76ad36f23e6b284a52f1831390008122356433449baa2861f15d474b","proxy_schedule":"f23d7b13db472b2e7d3d06a80b37d666a4039a6152e67da56d976003be47451b","split_manifest":"f2d99809dd21966190a823e684aaadda994281f5ccc2ba348db027fa6b43d716"},"inputs":{"checkpoint":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","data_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","edge_cohort":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","proxy_schedule":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-05","split_manifest":"/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json"},"overrides":["experiment=e15_proxy","experiment.capture.layer_ids=[5]"],"stage":"train_proxy"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/resolved_config.yaml b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/resolved_config.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..f7557036aaca5064cf729a360000ab0de1fd3cf5
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/resolved_config.yaml
@@ -0,0 +1,205 @@
+schema_version: 1.0.0
+contract_version: contracts_v1
+config_hash: f943e072116fd52469de11baaf227761aef6d84297a5a4141b978a822f6f1782
+sources:
+- path: e15.yaml
+  group: null
+  choice: e15
+  sha256: f54b9ea8c8095a15ca66a0313a2808262f0a5aac3039a1585caf5c6f1000c16f
+- path: data/e15_imagenet100.yaml
+  group: data
+  choice: e15_imagenet100
+  sha256: 27cf13cf962e457a7d3fbe7d4191ac7cdaf042e6f1f0644bbe1cf9d6b099a688
+- path: distributed/single.yaml
+  group: distributed
+  choice: single
+  sha256: 0d081995f9abbddd1f4e36ac99a14221b591e31716d4d08f6083a3a0e2bc6d93
+- path: experiment/e15_proxy.yaml
+  group: experiment
+  choice: e15_proxy
+  sha256: ed81ad7f364cbceb628112ab83067d11dbabe4b2b68cf23e3242901deaa87a99
+- path: interface/e15.yaml
+  group: interface
+  choice: e15
+  sha256: 3828548942d32f26b586780f945f46cf0319a05d2b28ca868a0e6b407dfcc546
+- path: model/e15.yaml
+  group: model
+  choice: e15
+  sha256: 094a978d464500b359d6c335fc095ed8db35a1f80e2da5027c81efaedf67dbef
+- path: optimizer/e15_base_proxy.yaml
+  group: optimizer
+  choice: e15_base_proxy
+  sha256: 4c7029e3e2ee28664ed233d22afe98d9758736520df159f9cb05fca30b266b4e
+- path: router/e15.yaml
+  group: router
+  choice: e15
+  sha256: 4b69d4c199a084547291a2fbe3bebe067ea1911836540258ac630eb168e17b6b
+- path: runtime/h100_te_bf16_nv24_10.yaml
+  group: runtime
+  choice: h100_te_bf16_nv24_10
+  sha256: 90ebb28b79f10ec9c78545502537c626388b36d5842838429d6e160f7037e552
+overrides:
+- experiment=e15_proxy
+- experiment.capture.layer_ids=[5]
+config:
+  schema_version: 1.0.0
+  output_root: /workspace/gsh/tmp/Schatten_MoE-continuation/runs
+  seeds:
+    global_seed: 1701
+    data_order: 1701
+    posterior: 1702
+    diffusion: 1703
+    timestep: 1704
+    cfg: 1705
+    augmentation: 1706
+    capture_sampling: 1711
+    candidate_audit: 1741
+    shadow_init: 1721
+    arm_scheduling: 1731
+    generation: 1751
+  data:
+    dataset_root: /tmp/gsh/datasets/imagenet1k
+    latent_root: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data
+    vae_id: stabilityai/sd-vae-ft-mse
+    vae_revision: 31f26fdeee1355a5c34592e401dd41e45d25a493
+    latent_channels: 4
+    latent_height: 32
+    latent_width: 32
+    latent_scale: 0.18215
+    data_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json
+    split_manifest: /workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json
+    store_backend: npy_sharded_v1
+  model:
+    variant: mini
+    in_channels: 4
+    out_channels: 4
+    learn_sigma: false
+    patch_size: 4
+    depth: 8
+    hidden_size: 320
+    num_heads: 5
+    moe_layer_pattern:
+    - 0
+    - 1
+    - 2
+    - 3
+    - 4
+    - 5
+    - 6
+    - 7
+    expert_width: 320
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    num_classes: 100
+  runtime:
+    profile_id: h100_sm90_te_bf16_nv24_10_v1
+    expert_backend: transformer_engine_grouped_linear_bf16_v1
+    python_version: 3.10.12
+    pytorch_build: 2.5.0a0+e000cf0ad9.nv24.10
+    cuda_version: '12.6'
+    transformer_engine_version: 1.11.0+4df8488
+    compute_dtype: bfloat16
+    sm: '9.0'
+    driver_version: 590.48.01
+    canonical_weight_alignment_version: expert_swiglu_gate_up_down_v1
+    profile_hash: 7930764e0384323c317c49db511e455f3392b9e7b73cac7be06927b515007802
+  router:
+    num_experts: 4
+    top_k: 2
+    num_groups: 1
+    topk_group: 1
+    group_score_top_n: 2
+    route_scale: 1.0
+    shared_expert: true
+    load_balancer: correction_bias
+    correction_bias_eta: 0.002
+    correction_bias_update_interval: 10
+    correction_bias_warmup_steps: 0
+    correction_bias_clip: 0.1
+    aux_loss_weight: 0.0
+    gate_init_std: 0.01
+  interface:
+    formula_version: directed_cross_gate_v1
+    rank: 16
+    norm_epsilon: 1.0e-05
+    rho: 0.03
+    slot_capacity: 2
+    max_interfaces_per_token: 1
+    pair_router_has_null: true
+    null_logit_mode: per_layer_fp32_scalar_v1
+    pair_router_temperature: 1.0
+    pair_router_temperature_end: 0.1
+    pair_router_temperature_schedule: linear
+    separable_rank: 12
+    pair_router_null_logit_init: 2.0
+    pair_router_beta0: null
+    pair_router_probability_epsilon: 1.0e-08
+    pair_router_feature_norm_epsilon: 1.0e-05
+  experiment:
+    mode: PROXY
+    capture:
+      layer_ids:
+      - 5
+      retain_selected_outputs: true
+      retain_moe_output_grad: true
+      token_sample_rate: 1.0
+      max_tokens_per_layer: null
+      seed: 1708
+    candidate: null
+    candidate_policy: exhaustive_no_prescreen_v1
+    audit_policy: not_applicable_exhaustive_proxy
+    decision_policy: e15_decision_policy_v1
+    decision_policy_hash: null
+    calibration_manifest: null
+    evidence_artifact: null
+    discovery_split: discovery
+    shadow_fit_split: shadow_fit
+    promotion_validation_split: promotion_val
+    budget_unit: active_image_exposures
+    proxy_capture_batch_images: 1024
+    proxy_row_workers: 2
+    live_batch_images: null
+    live_max_grad_norm: null
+    probation_batch_images: null
+    live_lambda_magnitude: null
+    live_bootstrap_resamples: null
+    probation_pair_router_kl_exposures: null
+    probation_soft_task_exposures: null
+    probation_hard_anneal_exposures: null
+    probation_interface_warmup_exposures: null
+    probation_joint_hard_exposures: null
+    probation_lambda_route: null
+    probation_lambda_route_decay_steps: null
+    probation_lambda_route_decay_schedule: null
+    probation_lambda_magnitude: null
+    probation_teacher_kappa: null
+    probation_teacher_flop_weight: null
+    probation_teacher_temperature: null
+    probation_ema_decay: null
+    probation_max_grad_norm: null
+    probation_commit_delta_min: null
+    probation_active_flop_budget: null
+  distributed:
+    world_size: 1
+    data_parallel: 1
+    expert_parallel: 1
+    precision: bf16
+    checkpoint_backend: torch_distributed_checkpoint
+    activation_checkpointing: false
+    fsdp_enabled: false
+    cross_mesh_resume: false
+    expert_mapping_version: contiguous_global_expert_v1
+  optimizer:
+    role_lrs:
+      BASE_ATTN: 0.0001
+      BASE_EXPERT: 0.0001
+      BASE_OTHER: 0.0001
+      BASE_ROUTER: 1.0e-06
+      INTERFACE: 0.001
+      PAIR_ROUTER: 0.0003
+    betas:
+    - 0.9
+    - 0.95
+    weight_decay: 0.1
+    scheduler: cosine
+    warmup_steps: 800
+    epsilon: 1.0e-08
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/run_status.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/run_status.json
new file mode 100644
index 0000000000000000000000000000000000000000..828210b6b3a618e4bf64749404875987ba18cdc9
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs/dev-e15-proxy-layer05/run_status.json
@@ -0,0 +1 @@
+{"reason":"ValueError: proxy stage requires parent hash shortlist_hash","status":"FAILED_INFRA","updated_at":"2026-08-08T03:41:54.455132+00:00"}
\ No newline at end of file
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runtime/mps/log/control.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runtime/mps/log/control.log
new file mode 100644
index 0000000000000000000000000000000000000000..9ae69c16ac12b807b89ce852cc072b36f54c0d79
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runtime/mps/log/control.log
@@ -0,0 +1,86 @@
+[2026-08-08 03:28:57.567 Control 51851] Starting control daemon using socket /tmp/e15-mps-lifecycle-revised-20260807b-51779/control
+[2026-08-08 03:28:57.567 Control 51851] To connect CUDA applications to this daemon, set env CUDA_MPS_PIPE_DIRECTORY=/tmp/e15-mps-lifecycle-revised-20260807b-51779
+[2026-08-08 03:28:57.567 Control 51851] CUDA MPS Control binary version: 13010
+[2026-08-08 03:29:00.304 Control 51851] Accepting connection...
+[2026-08-08 03:29:00.304 Control 51851] User did not send valid credentials
+[2026-08-08 03:29:00.304 Control 51851] Accepting connection...
+[2026-08-08 03:29:00.304 Control 51851] NEW CLIENT 51854 from user 0: Server is not ready, push client to pending list
+[2026-08-08 03:29:00.304 Control 51984] Starting new server 51984 for user 0
+[2026-08-08 03:29:00.307 Control 51851] Accepting connection...
+[2026-08-08 03:29:00.628 Control 51851] NEW SERVER 51984: Ready
+[2026-08-08 03:29:00.628 Control 51851] Accepting connection...
+[2026-08-08 03:29:00.628 Control 51851] User did not send valid credentials
+[2026-08-08 03:29:00.628 Control 51851] Accepting connection...
+[2026-08-08 03:29:00.628 Control 51851] NEW CLIENT 51853 from user 0: Server already exists
+[2026-08-08 03:29:05.311 Control 51851] Accepting connection...
+[2026-08-08 03:29:05.311 Control 51851] User did not send valid credentials
+[2026-08-08 03:29:05.311 Control 51851] Accepting connection...
+[2026-08-08 03:29:05.311 Control 51851] NEW CLIENT 52209 from user 0: Server already exists
+[2026-08-08 03:29:05.351 Control 51851] Accepting connection...
+[2026-08-08 03:29:05.351 Control 51851] User did not send valid credentials
+[2026-08-08 03:29:05.351 Control 51851] Accepting connection...
+[2026-08-08 03:29:05.351 Control 51851] NEW CLIENT 52207 from user 0: Server already exists
+[2026-08-08 03:29:05.822 Control 51851] Accepting connection...
+[2026-08-08 03:29:05.822 Control 51851] NEW CLIENT 51854 from user 0: Server already exists
+[2026-08-08 03:29:05.896 Control 51851] Accepting connection...
+[2026-08-08 03:29:05.896 Control 51851] NEW CLIENT 51853 from user 0: Server already exists
+[2026-08-08 03:33:20.755 Control 51851] Accepting connection...
+[2026-08-08 03:33:20.755 Control 51851] User did not send valid credentials
+[2026-08-08 03:33:20.755 Control 51851] Accepting connection...
+[2026-08-08 03:33:20.755 Control 51851] NEW CLIENT 53156 from user 0: Server already exists
+[2026-08-08 03:33:25.368 Control 51851] Accepting connection...
+[2026-08-08 03:33:25.368 Control 51851] User did not send valid credentials
+[2026-08-08 03:33:25.368 Control 51851] Accepting connection...
+[2026-08-08 03:33:25.368 Control 51851] NEW CLIENT 53336 from user 0: Server already exists
+[2026-08-08 03:33:25.928 Control 51851] Accepting connection...
+[2026-08-08 03:33:25.928 Control 51851] NEW CLIENT 53156 from user 0: Server already exists
+[2026-08-08 03:33:30.746 Control 51851] Accepting connection...
+[2026-08-08 03:33:30.746 Control 51851] User did not send valid credentials
+[2026-08-08 03:33:30.746 Control 51851] Accepting connection...
+[2026-08-08 03:33:30.746 Control 51851] NEW CLIENT 53477 from user 0: Server already exists
+[2026-08-08 03:33:35.686 Control 51851] Accepting connection...
+[2026-08-08 03:33:35.687 Control 51851] User did not send valid credentials
+[2026-08-08 03:33:35.687 Control 51851] Accepting connection...
+[2026-08-08 03:33:35.687 Control 51851] NEW CLIENT 53786 from user 0: Server already exists
+[2026-08-08 03:33:36.177 Control 51851] Accepting connection...
+[2026-08-08 03:33:36.177 Control 51851] NEW CLIENT 53477 from user 0: Server already exists
+[2026-08-08 03:37:46.130 Control 51851] Accepting connection...
+[2026-08-08 03:37:46.130 Control 51851] User did not send valid credentials
+[2026-08-08 03:37:46.130 Control 51851] Accepting connection...
+[2026-08-08 03:37:46.130 Control 51851] NEW CLIENT 54446 from user 0: Server already exists
+[2026-08-08 03:37:50.941 Control 51851] Accepting connection...
+[2026-08-08 03:37:50.941 Control 51851] User did not send valid credentials
+[2026-08-08 03:37:50.941 Control 51851] Accepting connection...
+[2026-08-08 03:37:50.941 Control 51851] NEW CLIENT 54621 from user 0: Server already exists
+[2026-08-08 03:37:51.407 Control 51851] Accepting connection...
+[2026-08-08 03:37:51.407 Control 51851] NEW CLIENT 54446 from user 0: Server already exists
+[2026-08-08 03:38:06.174 Control 51851] Accepting connection...
+[2026-08-08 03:38:06.174 Control 51851] User did not send valid credentials
+[2026-08-08 03:38:06.174 Control 51851] Accepting connection...
+[2026-08-08 03:38:06.174 Control 51851] NEW CLIENT 54905 from user 0: Server already exists
+[2026-08-08 03:38:10.979 Control 51851] Accepting connection...
+[2026-08-08 03:38:10.979 Control 51851] User did not send valid credentials
+[2026-08-08 03:38:10.979 Control 51851] Accepting connection...
+[2026-08-08 03:38:10.979 Control 51851] NEW CLIENT 55081 from user 0: Server already exists
+[2026-08-08 03:38:11.534 Control 51851] Accepting connection...
+[2026-08-08 03:38:11.534 Control 51851] NEW CLIENT 54905 from user 0: Server already exists
+[2026-08-08 03:42:26.601 Control 51851] Accepting connection...
+[2026-08-08 03:42:26.601 Control 51851] User did not send valid credentials
+[2026-08-08 03:42:26.601 Control 51851] Accepting connection...
+[2026-08-08 03:42:26.601 Control 51851] NEW CLIENT 55577 from user 0: Server already exists
+[2026-08-08 03:42:31.549 Control 51851] Accepting connection...
+[2026-08-08 03:42:31.549 Control 51851] User did not send valid credentials
+[2026-08-08 03:42:31.549 Control 51851] Accepting connection...
+[2026-08-08 03:42:31.550 Control 51851] NEW CLIENT 55752 from user 0: Server already exists
+[2026-08-08 03:42:32.033 Control 51851] Accepting connection...
+[2026-08-08 03:42:32.033 Control 51851] NEW CLIENT 55577 from user 0: Server already exists
+[2026-08-08 03:42:36.526 Control 51851] Accepting connection...
+[2026-08-08 03:42:36.526 Control 51851] User did not send valid credentials
+[2026-08-08 03:42:36.526 Control 51851] Accepting connection...
+[2026-08-08 03:42:36.526 Control 51851] NEW CLIENT 55893 from user 0: Server already exists
+[2026-08-08 03:42:41.774 Control 51851] Accepting connection...
+[2026-08-08 03:42:41.774 Control 51851] User did not send valid credentials
+[2026-08-08 03:42:41.774 Control 51851] Accepting connection...
+[2026-08-08 03:42:41.774 Control 51851] NEW CLIENT 56076 from user 0: Server already exists
+[2026-08-08 03:42:42.565 Control 51851] Accepting connection...
+[2026-08-08 03:42:42.565 Control 51851] NEW CLIENT 55893 from user 0: Server already exists
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runtime/mps/log/server.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runtime/mps/log/server.log
new file mode 100644
index 0000000000000000000000000000000000000000..90bf08c905170e225a7f72aa1b0d7b5af24e2c58
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runtime/mps/log/server.log
@@ -0,0 +1,164 @@
+[2026-08-08 03:29:00.307 Server 51984] Startup
+[2026-08-08 03:29:00.307 Server 51984] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:29:00.307 Server 51984] Connecting to control daemon on socket: /tmp/e15-mps-lifecycle-revised-20260807b-51779/control
+[2026-08-08 03:29:00.307 Server 51984] Initializing server process
+[2026-08-08 03:29:00.552 Server 51984] Creating server context on device 0 (NVIDIA H100 80GB HBM3)
+[2026-08-08 03:29:00.628 Server 51984] Created anonymous shared memory region mps.shm.0.51984
+[2026-08-08 03:29:00.628 Server 51984] CUDA MPS Server for Linux/Unix. Binary version: 13010
+[2026-08-08 03:29:00.628 Server 51984] Display Driver version: 590
+[2026-08-08 03:29:00.628 Server 51984] Active Threads Percentage set to 100.0
+[2026-08-08 03:29:00.628 Server 51984] Server Priority set to 0
+[2026-08-08 03:29:00.628 Server 51984] Static Partitioning mode disabled
+[2026-08-08 03:29:00.628 Server 51984] Server has started
+[2026-08-08 03:29:00.628 Server 51984] Received new client request from PID 51854
+[2026-08-08 03:29:00.628 Server 51984] Client {PID: 51854, Context ID: 0} connected
+[2026-08-08 03:29:00.628 Server 51984] Creating worker thread for client {PID: 51854, Context ID: 0}
+[2026-08-08 03:29:00.628 Server 51984] Received new client request from PID 51853
+[2026-08-08 03:29:00.628 Server 51984] Client {PID: 51853, Context ID: 0} connected
+[2026-08-08 03:29:00.628 Server 51984] Creating worker thread for client {PID: 51853, Context ID: 0}
+[2026-08-08 03:29:05.312 Server 51984] Received new client request from PID 52209
+[2026-08-08 03:29:05.312 Server 51984] Client {PID: 52209, Context ID: 0} connected
+[2026-08-08 03:29:05.312 Server 51984] Creating worker thread for client {PID: 52209, Context ID: 0}
+[2026-08-08 03:29:05.441 Server 51984] Received new client request from PID 52207
+[2026-08-08 03:29:05.441 Server 51984] Client {PID: 52207, Context ID: 0} connected
+[2026-08-08 03:29:05.441 Server 51984] Creating worker thread for client {PID: 52207, Context ID: 0}
+[2026-08-08 03:29:05.822 Client 51854] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:29:05.822 Server 51984] Received new client request from PID 51854
+[2026-08-08 03:29:05.822 Server 51984] Client {PID: 51854, Context ID: 1} connected
+[2026-08-08 03:29:05.822 Server 51984] Creating worker thread for client {PID: 51854, Context ID: 1}
+[2026-08-08 03:29:05.822 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:29:05.822 Server 51984] Status of client {PID: 51854, Context ID: 1} is ACTIVE
+[2026-08-08 03:29:05.822 Client 51854] Static partitioning mode disabled
+[2026-08-08 03:29:05.896 Client 51853] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:29:05.896 Server 51984] Received new client request from PID 51853
+[2026-08-08 03:29:05.896 Server 51984] Client {PID: 51853, Context ID: 1} connected
+[2026-08-08 03:29:05.896 Server 51984] Creating worker thread for client {PID: 51853, Context ID: 1}
+[2026-08-08 03:29:05.896 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:29:05.896 Server 51984] Status of client {PID: 51853, Context ID: 1} is ACTIVE
+[2026-08-08 03:29:05.898 Client 51853] Static partitioning mode disabled
+[2026-08-08 03:33:10.290 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 51854, Context ID: 1} exit
+[2026-08-08 03:33:10.290 Server 51984] Client {PID: 51854, Context ID: 1} exiting. Number of active client contexts is 1.
+[2026-08-08 03:33:10.777 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 52209, Context ID: 0} exit
+[2026-08-08 03:33:10.777 Server 51984] Client process 52209 disconnected
+[2026-08-08 03:33:12.090 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 51854, Context ID: 0} exit
+[2026-08-08 03:33:12.090 Server 51984] Client process 51854 disconnected
+[2026-08-08 03:33:17.964 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 51853, Context ID: 1} exit
+[2026-08-08 03:33:17.964 Server 51984] Client {PID: 51853, Context ID: 1} exiting. Number of active client contexts is 0.
+[2026-08-08 03:33:18.365 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 52207, Context ID: 0} exit
+[2026-08-08 03:33:18.365 Server 51984] Client process 52207 disconnected
+[2026-08-08 03:33:19.825 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 51853, Context ID: 0} exit
+[2026-08-08 03:33:19.825 Server 51984] Client process 51853 disconnected
+[2026-08-08 03:33:20.755 Server 51984] Received new client request from PID 53156
+[2026-08-08 03:33:20.755 Server 51984] Client {PID: 53156, Context ID: 0} connected
+[2026-08-08 03:33:20.755 Server 51984] Creating worker thread for client {PID: 53156, Context ID: 0}
+[2026-08-08 03:33:25.368 Server 51984] Received new client request from PID 53336
+[2026-08-08 03:33:25.368 Server 51984] Client {PID: 53336, Context ID: 0} connected
+[2026-08-08 03:33:25.368 Server 51984] Creating worker thread for client {PID: 53336, Context ID: 0}
+[2026-08-08 03:33:25.928 Client 53156] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:33:25.928 Server 51984] Received new client request from PID 53156
+[2026-08-08 03:33:25.928 Server 51984] Client {PID: 53156, Context ID: 1} connected
+[2026-08-08 03:33:25.928 Server 51984] Creating worker thread for client {PID: 53156, Context ID: 1}
+[2026-08-08 03:33:25.928 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:33:25.928 Server 51984] Status of client {PID: 53156, Context ID: 1} is ACTIVE
+[2026-08-08 03:33:25.929 Client 53156] Static partitioning mode disabled
+[2026-08-08 03:33:30.746 Server 51984] Received new client request from PID 53477
+[2026-08-08 03:33:30.746 Server 51984] Client {PID: 53477, Context ID: 0} connected
+[2026-08-08 03:33:30.746 Server 51984] Creating worker thread for client {PID: 53477, Context ID: 0}
+[2026-08-08 03:33:35.687 Server 51984] Received new client request from PID 53786
+[2026-08-08 03:33:35.687 Server 51984] Client {PID: 53786, Context ID: 0} connected
+[2026-08-08 03:33:35.687 Server 51984] Creating worker thread for client {PID: 53786, Context ID: 0}
+[2026-08-08 03:33:36.177 Client 53477] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:33:36.177 Server 51984] Received new client request from PID 53477
+[2026-08-08 03:33:36.178 Server 51984] Client {PID: 53477, Context ID: 1} connected
+[2026-08-08 03:33:36.178 Server 51984] Creating worker thread for client {PID: 53477, Context ID: 1}
+[2026-08-08 03:33:36.178 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:33:36.178 Server 51984] Status of client {PID: 53477, Context ID: 1} is ACTIVE
+[2026-08-08 03:33:36.179 Client 53477] Static partitioning mode disabled
+[2026-08-08 03:37:35.730 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 53156, Context ID: 1} exit
+[2026-08-08 03:37:35.730 Server 51984] Client {PID: 53156, Context ID: 1} exiting. Number of active client contexts is 1.
+[2026-08-08 03:37:36.141 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 53336, Context ID: 0} exit
+[2026-08-08 03:37:36.141 Server 51984] Client process 53336 disconnected
+[2026-08-08 03:37:37.512 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 53156, Context ID: 0} exit
+[2026-08-08 03:37:37.512 Server 51984] Client process 53156 disconnected
+[2026-08-08 03:37:46.130 Server 51984] Received new client request from PID 54446
+[2026-08-08 03:37:46.130 Server 51984] Client {PID: 54446, Context ID: 0} connected
+[2026-08-08 03:37:46.130 Server 51984] Creating worker thread for client {PID: 54446, Context ID: 0}
+[2026-08-08 03:37:50.941 Server 51984] Received new client request from PID 54621
+[2026-08-08 03:37:50.941 Server 51984] Client {PID: 54621, Context ID: 0} connected
+[2026-08-08 03:37:50.941 Server 51984] Creating worker thread for client {PID: 54621, Context ID: 0}
+[2026-08-08 03:37:51.407 Client 54446] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:37:51.407 Server 51984] Received new client request from PID 54446
+[2026-08-08 03:37:51.407 Server 51984] Client {PID: 54446, Context ID: 1} connected
+[2026-08-08 03:37:51.407 Server 51984] Creating worker thread for client {PID: 54446, Context ID: 1}
+[2026-08-08 03:37:51.407 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:37:51.407 Server 51984] Status of client {PID: 54446, Context ID: 1} is ACTIVE
+[2026-08-08 03:37:51.408 Client 54446] Static partitioning mode disabled
+[2026-08-08 03:37:53.658 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 53477, Context ID: 1} exit
+[2026-08-08 03:37:53.658 Server 51984] Client {PID: 53477, Context ID: 1} exiting. Number of active client contexts is 1.
+[2026-08-08 03:37:54.025 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 53786, Context ID: 0} exit
+[2026-08-08 03:37:54.025 Server 51984] Client process 53786 disconnected
+[2026-08-08 03:37:55.428 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 53477, Context ID: 0} exit
+[2026-08-08 03:37:55.428 Server 51984] Client process 53477 disconnected
+[2026-08-08 03:38:06.174 Server 51984] Received new client request from PID 54905
+[2026-08-08 03:38:06.174 Server 51984] Client {PID: 54905, Context ID: 0} connected
+[2026-08-08 03:38:06.174 Server 51984] Creating worker thread for client {PID: 54905, Context ID: 0}
+[2026-08-08 03:38:10.979 Server 51984] Received new client request from PID 55081
+[2026-08-08 03:38:10.979 Server 51984] Client {PID: 55081, Context ID: 0} connected
+[2026-08-08 03:38:10.979 Server 51984] Creating worker thread for client {PID: 55081, Context ID: 0}
+[2026-08-08 03:38:11.534 Client 54905] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:38:11.535 Server 51984] Received new client request from PID 54905
+[2026-08-08 03:38:11.535 Server 51984] Client {PID: 54905, Context ID: 1} connected
+[2026-08-08 03:38:11.535 Server 51984] Creating worker thread for client {PID: 54905, Context ID: 1}
+[2026-08-08 03:38:11.535 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:38:11.535 Server 51984] Status of client {PID: 54905, Context ID: 1} is ACTIVE
+[2026-08-08 03:38:11.535 Client 54905] Static partitioning mode disabled
+[2026-08-08 03:42:12.279 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 54446, Context ID: 1} exit
+[2026-08-08 03:42:12.279 Server 51984] Client {PID: 54446, Context ID: 1} exiting. Number of active client contexts is 1.
+[2026-08-08 03:42:12.661 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 54621, Context ID: 0} exit
+[2026-08-08 03:42:12.661 Server 51984] Client process 54621 disconnected
+[2026-08-08 03:42:14.181 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 54446, Context ID: 0} exit
+[2026-08-08 03:42:14.181 Server 51984] Client process 54446 disconnected
+[2026-08-08 03:42:23.252 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 54905, Context ID: 1} exit
+[2026-08-08 03:42:23.252 Server 51984] Client {PID: 54905, Context ID: 1} exiting. Number of active client contexts is 0.
+[2026-08-08 03:42:23.650 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 55081, Context ID: 0} exit
+[2026-08-08 03:42:23.650 Server 51984] Client process 55081 disconnected
+[2026-08-08 03:42:25.211 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 54905, Context ID: 0} exit
+[2026-08-08 03:42:25.211 Server 51984] Client process 54905 disconnected
+[2026-08-08 03:42:26.601 Server 51984] Received new client request from PID 55577
+[2026-08-08 03:42:26.601 Server 51984] Client {PID: 55577, Context ID: 0} connected
+[2026-08-08 03:42:26.601 Server 51984] Creating worker thread for client {PID: 55577, Context ID: 0}
+[2026-08-08 03:42:31.550 Server 51984] Received new client request from PID 55752
+[2026-08-08 03:42:31.550 Server 51984] Client {PID: 55752, Context ID: 0} connected
+[2026-08-08 03:42:31.550 Server 51984] Creating worker thread for client {PID: 55752, Context ID: 0}
+[2026-08-08 03:42:32.033 Client 55577] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:42:32.034 Server 51984] Received new client request from PID 55577
+[2026-08-08 03:42:32.034 Server 51984] Client {PID: 55577, Context ID: 1} connected
+[2026-08-08 03:42:32.034 Server 51984] Creating worker thread for client {PID: 55577, Context ID: 1}
+[2026-08-08 03:42:32.034 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:42:32.034 Server 51984] Status of client {PID: 55577, Context ID: 1} is ACTIVE
+[2026-08-08 03:42:32.034 Client 55577] Static partitioning mode disabled
+[2026-08-08 03:42:36.526 Server 51984] Received new client request from PID 55893
+[2026-08-08 03:42:36.526 Server 51984] Client {PID: 55893, Context ID: 0} connected
+[2026-08-08 03:42:36.526 Server 51984] Creating worker thread for client {PID: 55893, Context ID: 0}
+[2026-08-08 03:42:41.774 Server 51984] Received new client request from PID 56076
+[2026-08-08 03:42:41.774 Server 51984] Client {PID: 56076, Context ID: 0} connected
+[2026-08-08 03:42:41.774 Server 51984] Creating worker thread for client {PID: 56076, Context ID: 0}
+[2026-08-08 03:42:42.565 Client 55893] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:42:42.565 Server 51984] Received new client request from PID 55893
+[2026-08-08 03:42:42.565 Server 51984] Client {PID: 55893, Context ID: 1} connected
+[2026-08-08 03:42:42.565 Server 51984] Creating worker thread for client {PID: 55893, Context ID: 1}
+[2026-08-08 03:42:42.565 Server 51984] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:42:42.565 Server 51984] Status of client {PID: 55893, Context ID: 1} is ACTIVE
+[2026-08-08 03:42:42.568 Client 55893] Static partitioning mode disabled
+[2026-08-08 03:49:59.354 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 55577, Context ID: 1} exit
+[2026-08-08 03:49:59.354 Server 51984] Client {PID: 55577, Context ID: 1} exiting. Number of active client contexts is 1.
+[2026-08-08 03:49:59.357 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 55893, Context ID: 1} exit
+[2026-08-08 03:49:59.357 Server 51984] Client {PID: 55893, Context ID: 1} exiting. Number of active client contexts is 0.
+[2026-08-08 03:49:59.768 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 56076, Context ID: 0} exit
+[2026-08-08 03:49:59.768 Server 51984] Client process 56076 disconnected
+[2026-08-08 03:49:59.818 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 55752, Context ID: 0} exit
+[2026-08-08 03:49:59.818 Server 51984] Client process 55752 disconnected
+[2026-08-08 03:50:01.550 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 55893, Context ID: 0} exit
+[2026-08-08 03:50:01.550 Server 51984] Client process 55893 disconnected
+[2026-08-08 03:50:01.615 Server 51984] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 55577, Context ID: 0} exit
+[2026-08-08 03:50:01.615 Server 51984] Client process 55577 disconnected
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/task_queue.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/task_queue.json
new file mode 100644
index 0000000000000000000000000000000000000000..165adb257ae7c400b81b1e50402c33e94d387ec7
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/task_queue.json
@@ -0,0 +1 @@
+{"created_at_utc":"2026-08-08T03:28:57.395465+00:00","edge_cohort":"edge_cohort.json","queue_id":"e15-exhaustive-single-h100-v1","schema_version":"1.0.0","summary":{"status_counts":{"READY":8,"WAITING":11},"task_count":19,"type_counts":{"official_validation":1,"paired_live_layer":8,"probation_joint":1,"proxy_rank":1,"twin_proxy_layer":8}},"tasks":[{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer00","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-00","experiment=e15_proxy","experiment.capture.layer_ids=[0]"],"condition":null,"dependencies":[],"direction_count":12,"forbidden_splits":["official_validation"],"layer_id":0,"run_id":"dev-e15-proxy-layer00","split":"shadow_fit","status":"READY","task_id":"proxy-layer:00","task_type":"twin_proxy_layer"},{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer01","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-01","experiment=e15_proxy","experiment.capture.layer_ids=[1]"],"condition":null,"dependencies":[],"direction_count":12,"forbidden_splits":["official_validation"],"layer_id":1,"run_id":"dev-e15-proxy-layer01","split":"shadow_fit","status":"READY","task_id":"proxy-layer:01","task_type":"twin_proxy_layer"},{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer02","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260807b/plans/proxy-layer-02","experiment=e15_proxy","experimen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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/edge_cohort.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/edge_cohort.json
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+{"actor":"e2_lifecycle","event_type":"PROTOCOL_FROZEN","payload":{"settings":{"active_flop_budget_evaluation":174766581350,"active_flop_budget_per_image":42667622,"base_active_matmul_flops_per_image":1422254080,"base_batch_images":256,"base_checkpoint_interval_steps":7813,"base_ema_decay":0.9999,"base_gradient_accumulation_steps":1,"base_image_exposures":4000000,"base_max_grad_norm":1.0,"base_optimizer_steps":15625,"base_seed":1701,"commit_delta_min":0.0005,"evaluation_cfg_scale":1.5,"evaluation_cfg_window":[0.0,1.0],"evaluation_sampler_steps":16,"generation_batch":1,"generation_sample_limit":2000,"global_committed_cap":16,"hidden_size":320,"interface_active_matmul_flops":30720,"interface_parameters":15360,"interface_rank":16,"interface_warmup_exposures":50000,"joint_adaptation_exposures":500000,"layer_slot_capacity":2,"live_batch_images":8,"live_candidate_budget":12,"live_delta_min":0.001,"live_lambda_magnitude":0.1,"live_lcb_confidence":0.6,"live_learning_rate":0.001,"live_promotion_evaluation_images":4096,"live_rung_minimum_clusters":[16,64,256,512],"live_rung_steps":[100,400,1600,3200],"max_interfaces_per_token":1,"num_experts":4,"num_layers":8,"pair_router_soft_task_exposures":100000,"pair_router_teacher_exposures":50000,"pair_router_temperature_end":0.1,"pair_router_temperature_start":1.0,"probation_batch_images":8,"probation_candidate_budget":8,"probation_ema_decay":0.9999,"probation_gradient_accumulation_steps":1,"protocol_version":"e15_exhaustive_single_h100_v1","proxy_batch_rows":256,"proxy_capture_batch_images":1024,"proxy_cuda_mps":true,"proxy_delta_min":0.00265,"proxy_kappa":0.39,"proxy_learning_rate":0.001,"proxy_maximum_absolute_loss":0.001,"proxy_min_slice_active_tokens":32,"proxy_min_slice_images":8,"proxy_minimum_active_clusters":100,"proxy_mps_active_thread_percentage":50,"proxy_optimizer_steps":100,"proxy_positive_slice_fraction":0.6,"proxy_rho":0.03,"proxy_row_workers":2,"proxy_utility_epsilon":1e-08,"proxy_workers_per_device":2,"separable_rank":12,"shadow_init_seed":1721,"use_rate_window_eligible_decisions":32768}},"sequence":1,"timestamp":"2026-08-08T03:52:09.417565+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"QUEUE_COMMITTED","payload":{"direction_count":96,"task_count":19},"sequence":2,"timestamp":"2026-08-08T03:52:11.269261+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"MPS_STARTED","payload":{"active_thread_percentage":50,"pipe_directory":"/tmp/e15-mps-lifecycle-revised-20260808a-57262"},"sequence":3,"timestamp":"2026-08-08T03:52:11.334190+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer00","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-00","experiment=e15_proxy","experiment.capture.layer_ids=[0]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-00.log","pid":57333,"task_id":"proxy-layer:00","world_size":1},"sequence":4,"timestamp":"2026-08-08T03:52:11.351492+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer01","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-01","experiment=e15_proxy","experiment.capture.layer_ids=[1]"],"gpu_slot":1,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-01.log","pid":57334,"task_id":"proxy-layer:01","world_size":1},"sequence":5,"timestamp":"2026-08-08T03:52:11.371198+00:00","version":"e2_event_ledger_v2"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-00.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-00.log
new file mode 100644
index 0000000000000000000000000000000000000000..ad1f9d312a5678a0fb666e35f1641a72121f197f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-00.log
@@ -0,0 +1,8 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-01.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-01.log
new file mode 100644
index 0000000000000000000000000000000000000000..ad1f9d312a5678a0fb666e35f1641a72121f197f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/logs/proxy-layer-01.log
@@ -0,0 +1,8 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-00/manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-00/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..6295ad98776a3336c504a3721f58289784eb16ea
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-00/manifest.json
@@ -0,0 +1 @@
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-00/proxy_schedule.parquet b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-00/proxy_schedule.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..9f782d33f46e377ca94a5c068017ad2546e7765a
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+oid sha256:2e8cbb0fc10afe63ecc43e10c1f56b1ae28ff9eb325cd5d5330c72ed04dbf28e
+size 3099
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-01/manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-01/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4f6c70d048b24acb7416a0725ae4874cdcaea3ba
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+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-01/manifest.json
@@ -0,0 +1 @@
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-01/proxy_schedule.parquet b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/plans/proxy-layer-01/proxy_schedule.parquet
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+{"frozen_at_utc":"2026-08-08T03:52:09.409451+00:00","generation_id":"e15-exhaustive-single-h100-v1","mutable":false,"protocol":{"active_flop_budget_evaluation":174766581350,"active_flop_budget_per_image":42667622,"base_active_matmul_flops_per_image":1422254080,"base_batch_images":256,"base_checkpoint_interval_steps":7813,"base_ema_decay":0.9999,"base_gradient_accumulation_steps":1,"base_image_exposures":4000000,"base_max_grad_norm":1.0,"base_optimizer_steps":15625,"base_seed":1701,"commit_delta_min":0.0005,"evaluation_cfg_scale":1.5,"evaluation_cfg_window":[0.0,1.0],"evaluation_sampler_steps":16,"generation_batch":1,"generation_sample_limit":2000,"global_committed_cap":16,"hidden_size":320,"interface_active_matmul_flops":30720,"interface_parameters":15360,"interface_rank":16,"interface_warmup_exposures":50000,"joint_adaptation_exposures":500000,"layer_slot_capacity":2,"live_batch_images":8,"live_candidate_budget":12,"live_delta_min":0.001,"live_lambda_magnitude":0.1,"live_lcb_confidence":0.6,"live_learning_rate":0.001,"live_promotion_evaluation_images":4096,"live_rung_minimum_clusters":[16,64,256,512],"live_rung_steps":[100,400,1600,3200],"max_interfaces_per_token":1,"num_experts":4,"num_layers":8,"pair_router_soft_task_exposures":100000,"pair_router_teacher_exposures":50000,"pair_router_temperature_end":0.1,"pair_router_temperature_start":1.0,"probation_batch_images":8,"probation_candidate_budget":8,"probation_ema_decay":0.9999,"probation_gradient_accumulation_steps":1,"protocol_version":"e15_exhaustive_single_h100_v1","proxy_batch_rows":256,"proxy_capture_batch_images":1024,"proxy_cuda_mps":true,"proxy_delta_min":0.00265,"proxy_kappa":0.39,"proxy_learning_rate":0.001,"proxy_maximum_absolute_loss":0.001,"proxy_min_slice_active_tokens":32,"proxy_min_slice_images":8,"proxy_minimum_active_clusters":100,"proxy_mps_active_thread_percentage":50,"proxy_optimizer_steps":100,"proxy_positive_slice_fraction":0.6,"proxy_rho":0.03,"proxy_row_workers":2,"proxy_utility_epsilon":1e-08,"proxy_workers_per_device":2,"separable_rank":12,"shadow_init_seed":1721,"use_rate_window_eligible_decisions":32768},"schema_version":"1.0.0","settings_source":null}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runtime/mps/log/control.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runtime/mps/log/control.log
new file mode 100644
index 0000000000000000000000000000000000000000..7518f4a0a96c0ba1862a86fe0f39244645438836
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runtime/mps/log/control.log
@@ -0,0 +1,26 @@
+[2026-08-08 03:52:11.333 Control 57331] Starting control daemon using socket /tmp/e15-mps-lifecycle-revised-20260808a-57262/control
+[2026-08-08 03:52:11.333 Control 57331] To connect CUDA applications to this daemon, set env CUDA_MPS_PIPE_DIRECTORY=/tmp/e15-mps-lifecycle-revised-20260808a-57262
+[2026-08-08 03:52:11.333 Control 57331] CUDA MPS Control binary version: 13010
+[2026-08-08 03:52:14.210 Control 57331] Accepting connection...
+[2026-08-08 03:52:14.210 Control 57331] User did not send valid credentials
+[2026-08-08 03:52:14.210 Control 57331] Accepting connection...
+[2026-08-08 03:52:14.210 Control 57331] NEW CLIENT 57333 from user 0: Server is not ready, push client to pending list
+[2026-08-08 03:52:14.210 Control 57464] Starting new server 57464 for user 0
+[2026-08-08 03:52:14.253 Control 57331] Accepting connection...
+[2026-08-08 03:52:14.349 Control 57331] NEW SERVER 57464: Ready
+[2026-08-08 03:52:14.410 Control 57331] Accepting connection...
+[2026-08-08 03:52:14.410 Control 57331] User did not send valid credentials
+[2026-08-08 03:52:14.410 Control 57331] Accepting connection...
+[2026-08-08 03:52:14.410 Control 57331] NEW CLIENT 57334 from user 0: Server already exists
+[2026-08-08 03:52:19.583 Control 57331] Accepting connection...
+[2026-08-08 03:52:19.583 Control 57331] User did not send valid credentials
+[2026-08-08 03:52:19.583 Control 57331] Accepting connection...
+[2026-08-08 03:52:19.583 Control 57331] NEW CLIENT 57689 from user 0: Server already exists
+[2026-08-08 03:52:19.650 Control 57331] Accepting connection...
+[2026-08-08 03:52:19.650 Control 57331] User did not send valid credentials
+[2026-08-08 03:52:19.650 Control 57331] Accepting connection...
+[2026-08-08 03:52:19.651 Control 57331] NEW CLIENT 57687 from user 0: Server already exists
+[2026-08-08 03:52:20.563 Control 57331] Accepting connection...
+[2026-08-08 03:52:20.563 Control 57331] NEW CLIENT 57334 from user 0: Server already exists
+[2026-08-08 03:52:20.565 Control 57331] Accepting connection...
+[2026-08-08 03:52:20.565 Control 57331] NEW CLIENT 57333 from user 0: Server already exists
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runtime/mps/log/server.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runtime/mps/log/server.log
new file mode 100644
index 0000000000000000000000000000000000000000..2cb07efcbea3659fa5d6be517bd0556ac40bc896
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/runtime/mps/log/server.log
@@ -0,0 +1,50 @@
+[2026-08-08 03:52:14.253 Server 57464] Startup
+[2026-08-08 03:52:14.253 Server 57464] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:52:14.253 Server 57464] Connecting to control daemon on socket: /tmp/e15-mps-lifecycle-revised-20260808a-57262/control
+[2026-08-08 03:52:14.253 Server 57464] Initializing server process
+[2026-08-08 03:52:14.275 Server 57464] Creating server context on device 0 (NVIDIA H100 80GB HBM3)
+[2026-08-08 03:52:14.349 Server 57464] Created anonymous shared memory region mps.shm.0.57464
+[2026-08-08 03:52:14.349 Server 57464] CUDA MPS Server for Linux/Unix. Binary version: 13010
+[2026-08-08 03:52:14.349 Server 57464] Display Driver version: 590
+[2026-08-08 03:52:14.349 Server 57464] Active Threads Percentage set to 100.0
+[2026-08-08 03:52:14.349 Server 57464] Server Priority set to 0
+[2026-08-08 03:52:14.349 Server 57464] Static Partitioning mode disabled
+[2026-08-08 03:52:14.349 Server 57464] Server has started
+[2026-08-08 03:52:14.349 Server 57464] Received new client request from PID 57333
+[2026-08-08 03:52:14.349 Server 57464] Client {PID: 57333, Context ID: 0} connected
+[2026-08-08 03:52:14.349 Server 57464] Creating worker thread for client {PID: 57333, Context ID: 0}
+[2026-08-08 03:52:14.410 Server 57464] Received new client request from PID 57334
+[2026-08-08 03:52:14.410 Server 57464] Client {PID: 57334, Context ID: 0} connected
+[2026-08-08 03:52:14.410 Server 57464] Creating worker thread for client {PID: 57334, Context ID: 0}
+[2026-08-08 03:52:19.583 Server 57464] Received new client request from PID 57689
+[2026-08-08 03:52:19.583 Server 57464] Client {PID: 57689, Context ID: 0} connected
+[2026-08-08 03:52:19.583 Server 57464] Creating worker thread for client {PID: 57689, Context ID: 0}
+[2026-08-08 03:52:19.669 Server 57464] Received new client request from PID 57687
+[2026-08-08 03:52:19.669 Server 57464] Client {PID: 57687, Context ID: 0} connected
+[2026-08-08 03:52:19.669 Server 57464] Creating worker thread for client {PID: 57687, Context ID: 0}
+[2026-08-08 03:52:20.563 Client 57334] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:52:20.563 Server 57464] Received new client request from PID 57334
+[2026-08-08 03:52:20.563 Server 57464] Client {PID: 57334, Context ID: 1} connected
+[2026-08-08 03:52:20.563 Server 57464] Creating worker thread for client {PID: 57334, Context ID: 1}
+[2026-08-08 03:52:20.563 Server 57464] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:52:20.563 Server 57464] Status of client {PID: 57334, Context ID: 1} is ACTIVE
+[2026-08-08 03:52:20.564 Client 57334] Static partitioning mode disabled
+[2026-08-08 03:52:20.565 Client 57333] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 03:52:20.566 Server 57464] Received new client request from PID 57333
+[2026-08-08 03:52:20.566 Server 57464] Client {PID: 57333, Context ID: 1} connected
+[2026-08-08 03:52:20.566 Server 57464] Creating worker thread for client {PID: 57333, Context ID: 1}
+[2026-08-08 03:52:20.566 Server 57464] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 03:52:20.566 Server 57464] Status of client {PID: 57333, Context ID: 1} is ACTIVE
+[2026-08-08 03:52:20.566 Client 57333] Static partitioning mode disabled
+[2026-08-08 04:00:38.301 Server 57464] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 57334, Context ID: 1} exit
+[2026-08-08 04:00:38.301 Server 57464] Client {PID: 57334, Context ID: 1} exiting. Number of active client contexts is 1.
+[2026-08-08 04:00:38.353 Server 57464] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 57333, Context ID: 1} exit
+[2026-08-08 04:00:38.353 Server 57464] Client {PID: 57333, Context ID: 1} exiting. Number of active client contexts is 0.
+[2026-08-08 04:00:38.696 Server 57464] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 57689, Context ID: 0} exit
+[2026-08-08 04:00:38.696 Server 57464] Client process 57689 disconnected
+[2026-08-08 04:00:38.775 Server 57464] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 57687, Context ID: 0} exit
+[2026-08-08 04:00:38.775 Server 57464] Client process 57687 disconnected
+[2026-08-08 04:00:40.575 Server 57464] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 57334, Context ID: 0} exit
+[2026-08-08 04:00:40.575 Server 57464] Client process 57334 disconnected
+[2026-08-08 04:00:40.958 Server 57464] Server failed to receive command: the remote procedural call between the MPS server and the MPS client failed, assuming client {PID: 57333, Context ID: 0} exit
+[2026-08-08 04:00:40.958 Server 57464] Client process 57333 disconnected
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/task_queue.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/task_queue.json
new file mode 100644
index 0000000000000000000000000000000000000000..d8a77221ad1e39c1c67fde23bb7bb8c2e9f31a84
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808a/task_queue.json
@@ -0,0 +1 @@
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/edge_cohort.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/edge_cohort.json
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+{"actor":"e2_lifecycle","event_type":"PROTOCOL_FROZEN","payload":{"settings":{"active_flop_budget_evaluation":174766581350,"active_flop_budget_per_image":42667622,"base_active_matmul_flops_per_image":1422254080,"base_batch_images":256,"base_checkpoint_interval_steps":7813,"base_ema_decay":0.9999,"base_gradient_accumulation_steps":1,"base_image_exposures":4000000,"base_max_grad_norm":1.0,"base_optimizer_steps":15625,"base_seed":1701,"commit_delta_min":0.0005,"evaluation_cfg_scale":1.5,"evaluation_cfg_window":[0.0,1.0],"evaluation_sampler_steps":16,"generation_batch":1,"generation_sample_limit":2000,"global_committed_cap":16,"hidden_size":320,"interface_active_matmul_flops":30720,"interface_parameters":15360,"interface_rank":16,"interface_warmup_exposures":50000,"joint_adaptation_exposures":500000,"layer_slot_capacity":2,"live_batch_images":8,"live_candidate_budget":12,"live_delta_min":0.001,"live_lambda_magnitude":0.1,"live_lcb_confidence":0.6,"live_learning_rate":0.001,"live_promotion_evaluation_images":4096,"live_rung_minimum_clusters":[16,64,256,512],"live_rung_steps":[100,400,1600,3200],"max_interfaces_per_token":1,"num_experts":4,"num_layers":8,"pair_router_soft_task_exposures":100000,"pair_router_teacher_exposures":50000,"pair_router_temperature_end":0.1,"pair_router_temperature_start":1.0,"probation_batch_images":8,"probation_candidate_budget":8,"probation_ema_decay":0.9999,"probation_gradient_accumulation_steps":1,"protocol_version":"e15_exhaustive_single_h100_v1","proxy_batch_rows":256,"proxy_capture_batch_images":1024,"proxy_cuda_mps":true,"proxy_delta_min":0.00265,"proxy_kappa":0.39,"proxy_learning_rate":0.001,"proxy_maximum_absolute_loss":0.001,"proxy_min_slice_active_tokens":32,"proxy_min_slice_images":8,"proxy_minimum_active_clusters":100,"proxy_mps_active_thread_percentage":50,"proxy_optimizer_steps":100,"proxy_positive_slice_fraction":0.6,"proxy_rho":0.03,"proxy_row_workers":8,"proxy_utility_epsilon":1e-08,"proxy_workers_per_device":2,"separable_rank":12,"shadow_init_seed":1721,"use_rate_window_eligible_decisions":32768}},"sequence":1,"timestamp":"2026-08-08T04:08:28.845049+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"QUEUE_COMMITTED","payload":{"direction_count":96,"task_count":19},"sequence":2,"timestamp":"2026-08-08T04:08:30.628008+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"MPS_STARTED","payload":{"active_thread_percentage":50,"pipe_directory":"/tmp/e15-mps-lifecycle-revised-20260808b-59395"},"sequence":3,"timestamp":"2026-08-08T04:08:30.803811+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer00","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-00","experiment=e15_proxy","experiment.capture.layer_ids=[0]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-00.log","pid":59466,"task_id":"proxy-layer:00","world_size":1},"sequence":4,"timestamp":"2026-08-08T04:08:30.820338+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_proxy","--run-id","dev-e15-proxy-layer01","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/edge_cohort.json","--input","proxy_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-01","experiment=e15_proxy","experiment.capture.layer_ids=[1]"],"gpu_slot":1,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-01.log","pid":59467,"task_id":"proxy-layer:01","world_size":1},"sequence":5,"timestamp":"2026-08-08T04:08:30.826746+00:00","version":"e2_event_ledger_v2"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-00.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-00.log
new file mode 100644
index 0000000000000000000000000000000000000000..ad1f9d312a5678a0fb666e35f1641a72121f197f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-00.log
@@ -0,0 +1,8 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-01.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-01.log
new file mode 100644
index 0000000000000000000000000000000000000000..ad1f9d312a5678a0fb666e35f1641a72121f197f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/logs/proxy-layer-01.log
@@ -0,0 +1,8 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-00/manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-00/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..401d92789677578022ea03f58589dea1547c0d49
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-00/manifest.json
@@ -0,0 +1 @@
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-00/proxy_schedule.parquet b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-00/proxy_schedule.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..9f782d33f46e377ca94a5c068017ad2546e7765a
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+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-00/proxy_schedule.parquet
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+version https://git-lfs.github.com/spec/v1
+oid sha256:2e8cbb0fc10afe63ecc43e10c1f56b1ae28ff9eb325cd5d5330c72ed04dbf28e
+size 3099
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-01/manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-01/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..4681971779923a70ec0a6d608d2ae158e34dc9ed
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+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-01/manifest.json
@@ -0,0 +1 @@
+{"artifact_id":"proxy-schedule-ff0d9d20ba40c2b0","artifact_type":"proxy_schedule","content_hash":"44832476ea1cfcb3c448517122d2db8a0d60cdf5677adc6da0f4973aea6af361","parent_hashes":{"audit_sample_hash":null,"calibration_hash":null,"candidate_manifest_hash":"a43c3bad76ad36f23e6b284a52f1831390008122356433449baa2861f15d474b","checkpoint_hash":"ffd61a9fd0eb70e41710e4735771a8c4d2c3ae764ce47627ce4a81da016e9c7c","config_hash":"f5357c30d201abc45c405b4714a6071768c828170df45ad61810de38698a8f66","data_manifest_hash":"4ec206f8c63b542a5210ffa77d3cfa122379bf97b7e87437a2ff34912f59a7cc","edge_manifest_hash":null,"generation_manifest_hash":null,"live_evidence_hash":null,"live_schedule_hash":null,"observations_hash":null,"pair_metrics_hash":null,"policy_hash":null,"proxy_cache_manifest_hash":null,"proxy_evidence_hash":null,"run_manifest_hash":null,"shadow_bank_hash":null,"shortlist_hash":null,"split_manifest_hash":"f2d99809dd21966190a823e684aaadda994281f5ccc2ba348db027fa6b43d716"},"payload":{"canonical_rows_hash":"0df2167279f63f035a54f179e801d2f6389a223041ec1c0eb0297ac350c9e38f","details":{"futility_policy":{"maximum_absolute_loss":0.001,"minimum_active_clusters":100,"minimum_proxy_gain":0.00265},"schedule_hash":"ff0d9d20ba40c2b00a9bc224d5cb61941765b25969d56f080b24e638e637fa47","schedule_version":"proxy_schedule_v1"},"files":[{"media_type":"application/vnd.apache.parquet","name":"schedule","path":"proxy_schedule.parquet","schema_version":"1.0.0","sha256":"bd7f065518e95e8bf80f788db84726163c904bd2c441364dfe2ba66b50628425","size_bytes":3099}],"row_count":12,"row_schema":{"canonical_sort":["candidate_id","window_id"],"content_hash":"1ee625fd0618c21fec5aa51c12fe118b840bb3684af1e60a6b34d0d4c678a784","fields":[{"logical_type":"string","name":"candidate_id","nullable":false,"shape":null,"storage_type":"utf8"},{"logical_type":"integer","name":"window_id","nullable":false,"shape":null,"storage_type":"int32"},{"logical_type":"integer","name":"optimizer_steps","nullable":false,"shape":null,"storage_type":"int32"},{"logical_type":"integer","name":"batch_rows","nullable":false,"shape":null,"storage_type":"int32"},{"logical_type":"float","name":"kappa","nullable":false,"shape":null,"storage_type":"float64"},{"logical_type":"float","name":"rho","nullable":false,"shape":null,"storage_type":"float64"},{"logical_type":"float","name":"max_grad_norm","nullable":true,"shape":null,"storage_type":"float64"}],"primary_key":["candidate_id","window_id"],"schema_version":"1.0.0"},"storage_format":"parquet"},"producer":"M06","producer_run_id":"dev-e15-proxy-plan-layer01","schema_version":"1.0.0"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-01/proxy_schedule.parquet b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-01/proxy_schedule.parquet
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-02/manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/plans/proxy-layer-02/manifest.json
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+{"frozen_at_utc":"2026-08-08T04:08:28.838857+00:00","generation_id":"e15-exhaustive-single-h100-v1","mutable":false,"protocol":{"active_flop_budget_evaluation":174766581350,"active_flop_budget_per_image":42667622,"base_active_matmul_flops_per_image":1422254080,"base_batch_images":256,"base_checkpoint_interval_steps":7813,"base_ema_decay":0.9999,"base_gradient_accumulation_steps":1,"base_image_exposures":4000000,"base_max_grad_norm":1.0,"base_optimizer_steps":15625,"base_seed":1701,"commit_delta_min":0.0005,"evaluation_cfg_scale":1.5,"evaluation_cfg_window":[0.0,1.0],"evaluation_sampler_steps":16,"generation_batch":1,"generation_sample_limit":2000,"global_committed_cap":16,"hidden_size":320,"interface_active_matmul_flops":30720,"interface_parameters":15360,"interface_rank":16,"interface_warmup_exposures":50000,"joint_adaptation_exposures":500000,"layer_slot_capacity":2,"live_batch_images":8,"live_candidate_budget":12,"live_delta_min":0.001,"live_lambda_magnitude":0.1,"live_lcb_confidence":0.6,"live_learning_rate":0.001,"live_promotion_evaluation_images":4096,"live_rung_minimum_clusters":[16,64,256,512],"live_rung_steps":[100,400,1600,3200],"max_interfaces_per_token":1,"num_experts":4,"num_layers":8,"pair_router_soft_task_exposures":100000,"pair_router_teacher_exposures":50000,"pair_router_temperature_end":0.1,"pair_router_temperature_start":1.0,"probation_batch_images":8,"probation_candidate_budget":8,"probation_ema_decay":0.9999,"probation_gradient_accumulation_steps":1,"protocol_version":"e15_exhaustive_single_h100_v1","proxy_batch_rows":256,"proxy_capture_batch_images":1024,"proxy_cuda_mps":true,"proxy_delta_min":0.00265,"proxy_kappa":0.39,"proxy_learning_rate":0.001,"proxy_maximum_absolute_loss":0.001,"proxy_min_slice_active_tokens":32,"proxy_min_slice_images":8,"proxy_minimum_active_clusters":100,"proxy_mps_active_thread_percentage":50,"proxy_optimizer_steps":100,"proxy_positive_slice_fraction":0.6,"proxy_rho":0.03,"proxy_row_workers":8,"proxy_utility_epsilon":1e-08,"proxy_workers_per_device":2,"separable_rank":12,"shadow_init_seed":1721,"use_rate_window_eligible_decisions":32768},"schema_version":"1.0.0","settings_source":null}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runtime/mps/log/control.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runtime/mps/log/control.log
new file mode 100644
index 0000000000000000000000000000000000000000..ed8914c90bdad74ffd2a580c502febf36a2eafa5
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runtime/mps/log/control.log
@@ -0,0 +1,27 @@
+[2026-08-08 04:08:30.802 Control 59464] Starting control daemon using socket /tmp/e15-mps-lifecycle-revised-20260808b-59395/control
+[2026-08-08 04:08:30.802 Control 59464] To connect CUDA applications to this daemon, set env CUDA_MPS_PIPE_DIRECTORY=/tmp/e15-mps-lifecycle-revised-20260808b-59395
+[2026-08-08 04:08:30.802 Control 59464] CUDA MPS Control binary version: 13010
+[2026-08-08 04:08:33.693 Control 59464] Accepting connection...
+[2026-08-08 04:08:33.693 Control 59464] User did not send valid credentials
+[2026-08-08 04:08:33.693 Control 59464] Accepting connection...
+[2026-08-08 04:08:33.693 Control 59464] NEW CLIENT 59466 from user 0: Server is not ready, push client to pending list
+[2026-08-08 04:08:33.693 Control 59598] Starting new server 59598 for user 0
+[2026-08-08 04:08:33.706 Control 59464] Accepting connection...
+[2026-08-08 04:08:33.706 Control 59464] User did not send valid credentials
+[2026-08-08 04:08:33.706 Control 59464] Accepting connection...
+[2026-08-08 04:08:33.706 Control 59464] NEW CLIENT 59467 from user 0: Server is not ready, push client to pending list
+[2026-08-08 04:08:33.741 Control 59464] Accepting connection...
+[2026-08-08 04:08:33.841 Control 59464] NEW SERVER 59598: Ready
+[2026-08-08 04:08:38.696 Control 59464] Accepting connection...
+[2026-08-08 04:08:38.696 Control 59464] User did not send valid credentials
+[2026-08-08 04:08:38.696 Control 59464] Accepting connection...
+[2026-08-08 04:08:38.696 Control 59464] NEW CLIENT 59821 from user 0: Server already exists
+[2026-08-08 04:08:38.721 Control 59464] Accepting connection...
+[2026-08-08 04:08:38.721 Control 59464] User did not send valid credentials
+[2026-08-08 04:08:38.721 Control 59464] Accepting connection...
+[2026-08-08 04:08:38.721 Control 59464] NEW CLIENT 59823 from user 0: Server already exists
+[2026-08-08 04:08:39.195 Control 59464] Accepting connection...
+[2026-08-08 04:08:39.195 Control 59464] NEW CLIENT 59467 from user 0: Server already exists
+[2026-08-08 04:08:39.254 Control 59464] Accepting connection...
+[2026-08-08 04:08:39.254 Control 59464] NEW CLIENT 59466 from user 0: Server already exists
+[2026-08-08 04:11:42.902 Control 59464] Server 59598 exited with status 0
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runtime/mps/log/server.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runtime/mps/log/server.log
new file mode 100644
index 0000000000000000000000000000000000000000..329d6e00c9a18a4eb99d33187311162734d4246c
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/runtime/mps/log/server.log
@@ -0,0 +1,38 @@
+[2026-08-08 04:08:33.741 Server 59598] Startup
+[2026-08-08 04:08:33.741 Server 59598] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 04:08:33.741 Server 59598] Connecting to control daemon on socket: /tmp/e15-mps-lifecycle-revised-20260808b-59395/control
+[2026-08-08 04:08:33.741 Server 59598] Initializing server process
+[2026-08-08 04:08:33.763 Server 59598] Creating server context on device 0 (NVIDIA H100 80GB HBM3)
+[2026-08-08 04:08:33.840 Server 59598] Created anonymous shared memory region mps.shm.0.59598
+[2026-08-08 04:08:33.841 Server 59598] CUDA MPS Server for Linux/Unix. Binary version: 13010
+[2026-08-08 04:08:33.841 Server 59598] Display Driver version: 590
+[2026-08-08 04:08:33.841 Server 59598] Active Threads Percentage set to 100.0
+[2026-08-08 04:08:33.841 Server 59598] Server Priority set to 0
+[2026-08-08 04:08:33.841 Server 59598] Static Partitioning mode disabled
+[2026-08-08 04:08:33.841 Server 59598] Server has started
+[2026-08-08 04:08:33.841 Server 59598] Received new client request from PID 59467
+[2026-08-08 04:08:33.841 Server 59598] Client {PID: 59467, Context ID: 0} connected
+[2026-08-08 04:08:33.841 Server 59598] Creating worker thread for client {PID: 59467, Context ID: 0}
+[2026-08-08 04:08:33.841 Server 59598] Received new client request from PID 59466
+[2026-08-08 04:08:33.841 Server 59598] Client {PID: 59466, Context ID: 0} connected
+[2026-08-08 04:08:33.841 Server 59598] Creating worker thread for client {PID: 59466, Context ID: 0}
+[2026-08-08 04:08:38.696 Server 59598] Received new client request from PID 59821
+[2026-08-08 04:08:38.696 Server 59598] Client {PID: 59821, Context ID: 0} connected
+[2026-08-08 04:08:38.696 Server 59598] Creating worker thread for client {PID: 59821, Context ID: 0}
+[2026-08-08 04:08:38.765 Server 59598] Received new client request from PID 59823
+[2026-08-08 04:08:38.765 Server 59598] Client {PID: 59823, Context ID: 0} connected
+[2026-08-08 04:08:38.765 Server 59598] Creating worker thread for client {PID: 59823, Context ID: 0}
+[2026-08-08 04:08:39.195 Client 59467] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 04:08:39.195 Server 59598] Received new client request from PID 59467
+[2026-08-08 04:08:39.195 Server 59598] Client {PID: 59467, Context ID: 1} connected
+[2026-08-08 04:08:39.195 Server 59598] Creating worker thread for client {PID: 59467, Context ID: 1}
+[2026-08-08 04:08:39.195 Server 59598] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 04:08:39.195 Server 59598] Status of client {PID: 59467, Context ID: 1} is ACTIVE
+[2026-08-08 04:08:39.196 Client 59467] Static partitioning mode disabled
+[2026-08-08 04:08:39.254 Client 59466] Attempting to raise file descriptor limit from 1024 to 4096
+[2026-08-08 04:08:39.254 Server 59598] Received new client request from PID 59466
+[2026-08-08 04:08:39.254 Server 59598] Client {PID: 59466, Context ID: 1} connected
+[2026-08-08 04:08:39.254 Server 59598] Creating worker thread for client {PID: 59466, Context ID: 1}
+[2026-08-08 04:08:39.254 Server 59598] Device NVIDIA H100 80GB HBM3 (uuid GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554) is associated
+[2026-08-08 04:08:39.254 Server 59598] Status of client {PID: 59466, Context ID: 1} is ACTIVE
+[2026-08-08 04:08:39.255 Client 59466] Static partitioning mode disabled
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/task_queue.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/task_queue.json
new file mode 100644
index 0000000000000000000000000000000000000000..5a58147f7949a2f122ea8e826ff920bb8821ff7e
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808b/task_queue.json
@@ -0,0 +1 @@
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/input_audit.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/input_audit.json
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--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/input_audit.json
@@ -0,0 +1 @@
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/ledger/.lock b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/ledger/.lock
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/ledger/events.jsonl b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/ledger/events.jsonl
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index 0000000000000000000000000000000000000000..2bed4de49a4012998fdada23dc58b5410f91dad0
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+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/ledger/events.jsonl
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+{"actor":"e2_lifecycle","event_type":"TASK_MATERIALIZED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_live","--run-id","dev-e15-live-layer02","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/edge_cohort.json","--input","proxy_cache_manifest=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/cache/manifest.json","--input","shadow_bank_checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/checkpoints/shadow-bank-proxy/manifest.json","--input","shadow_bank_receipt=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/bank_receipt/manifest.json","--input","proxy_evidence=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/evidence/manifest.json","--input","live_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-02/schedule","--input","edge_manifest=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-02/edge_manifest.json","--input","policy=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy","--input","calibration=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/calibration.json","experiment=e15_live","experiment.capture.layer_ids=[2]"],"run_id":"dev-e15-live-layer02","task_id":"live-layer:02"},"sequence":25,"timestamp":"2026-08-08T13:39:22.012764+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_SKIPPED","payload":{"reason":"NO_GLOBAL_TOP12_EDGE_IN_LAYER","task_id":"live-layer:03"},"sequence":26,"timestamp":"2026-08-08T13:39:22.015422+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_SKIPPED","payload":{"reason":"NO_GLOBAL_TOP12_EDGE_IN_LAYER","task_id":"live-layer:04"},"sequence":27,"timestamp":"2026-08-08T13:39:22.017686+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_SKIPPED","payload":{"reason":"NO_GLOBAL_TOP12_EDGE_IN_LAYER","task_id":"live-layer:05"},"sequence":28,"timestamp":"2026-08-08T13:39:22.019791+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_SKIPPED","payload":{"reason":"NO_GLOBAL_TOP12_EDGE_IN_LAYER","task_id":"live-layer:06"},"sequence":29,"timestamp":"2026-08-08T13:39:22.022207+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_SKIPPED","payload":{"reason":"NO_GLOBAL_TOP12_EDGE_IN_LAYER","task_id":"live-layer:07"},"sequence":30,"timestamp":"2026-08-08T13:39:22.024383+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"SUPERVISOR_ADVANCE","payload":{"action":"LIVE_MATERIALIZED","terminal":false},"sequence":31,"timestamp":"2026-08-08T13:39:22.033737+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_live","--run-id","dev-e15-live-layer01","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/edge_cohort.json","--input","proxy_cache_manifest=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer01/proxy/cache/manifest.json","--input","shadow_bank_checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer01/proxy/checkpoints/shadow-bank-proxy/manifest.json","--input","shadow_bank_receipt=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer01/proxy/bank_receipt/manifest.json","--input","proxy_evidence=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer01/proxy/evidence/manifest.json","--input","live_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-01/schedule","--input","edge_manifest=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-01/edge_manifest.json","--input","policy=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy","--input","calibration=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/calibration.json","experiment=e15_live","experiment.capture.layer_ids=[1]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-01.log","pid":16652,"task_id":"live-layer:01","world_size":1},"sequence":32,"timestamp":"2026-08-08T13:39:22.043885+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_COMMITTED","payload":{"run_id":"dev-e15-live-layer01","run_manifest":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-live-layer01/run_manifest.json","status":"COMPLETED_NEGATIVE","task_id":"live-layer:01"},"sequence":33,"timestamp":"2026-08-08T17:52:55.712445+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_STARTED","payload":{"command":["/usr/bin/env","PYTHONPATH=/workspace/gsh/tmp/Schatten_MoE-continuation/src","SCHATTEN_OUTPUT_ROOT=/workspace/gsh/tmp/Schatten_MoE-continuation/runs","/usr/bin/python3.10","-m","schatten_moe.cli.train_live","--run-id","dev-e15-live-layer02","--runs-root","/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs","--config-dir","/workspace/gsh/tmp/Schatten_MoE-continuation/configs","--config-name","e15","--input","checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/runs/dev-e15-base-formal4m-batch1000-revised-20260807b/base/checkpoints/base-only-moe-final/manifest.json","--input","data_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/preprocess/data/manifest.json","--input","split_manifest=/workspace/gsh/tmp/Schatten_MoE-singlecard-experiments/E2-SC40-imagenet100-tiny-main-f49af44/data/splits/manifest.json","--input","edge_cohort=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/edge_cohort.json","--input","proxy_cache_manifest=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/cache/manifest.json","--input","shadow_bank_checkpoint=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/checkpoints/shadow-bank-proxy/manifest.json","--input","shadow_bank_receipt=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/bank_receipt/manifest.json","--input","proxy_evidence=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02/proxy/evidence/manifest.json","--input","live_schedule=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-02/schedule","--input","edge_manifest=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-02/edge_manifest.json","--input","policy=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy","--input","calibration=/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/calibration.json","experiment=e15_live","experiment.capture.layer_ids=[2]"],"gpu_slot":0,"gpu_uuid":"GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554","log_path":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-02.log","pid":18001,"task_id":"live-layer:02","world_size":1},"sequence":34,"timestamp":"2026-08-08T17:53:00.731366+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_COMMITTED","payload":{"run_id":"dev-e15-live-layer02","run_manifest":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-live-layer02/run_manifest.json","status":"COMPLETED_NEGATIVE","task_id":"live-layer:02"},"sequence":35,"timestamp":"2026-08-08T19:17:06.871517+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"TASK_SKIPPED","payload":{"reason":"NO_LIVE_PROMOTION","task_id":"probation-joint:all-promoted"},"sequence":36,"timestamp":"2026-08-08T19:17:06.897707+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"GENERATION_FINALIZED","payload":{"decision":"SCIENTIFIC_NEGATIVE","reason":"NO_LIVE_PROMOTION","report":"/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/final_report.json"},"sequence":37,"timestamp":"2026-08-08T19:17:07.018237+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"SUPERVISOR_ADVANCE","payload":{"action":"FINALIZED_NO_LIVE_PROMOTION","terminal":true},"sequence":38,"timestamp":"2026-08-08T19:17:07.020415+00:00","version":"e2_event_ledger_v2"}
+{"actor":"e2_lifecycle","event_type":"SUPERVISOR_DRAINED","payload":{"gpu_uuids":["GPU-a50b99e9-cd2b-f165-9d28-d12908cdc554"]},"sequence":39,"timestamp":"2026-08-08T19:17:07.022298+00:00","version":"e2_event_ledger_v2"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/live_materialization.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/live_materialization.json
new file mode 100644
index 0000000000000000000000000000000000000000..a7c481f0b66961333d4c7afbd34b18135cb1d8f9
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/live_materialization.json
@@ -0,0 +1 @@
+{"created_at_utc":"2026-08-08T13:39:22.025110+00:00","materialized":[{"candidate_ids":["L01-E02-to-E03","L01-E03-to-E00","L01-E03-to-E02"],"run_id":"dev-e15-live-layer01","task_id":"live-layer:01"},{"candidate_ids":["L02-E01-to-E02"],"run_id":"dev-e15-live-layer02","task_id":"live-layer:02"}],"schema_version":"1.0.0","selected_count":4,"truth_table_hash":"fb287d7b4d7030cade76b0e9a6a2a9b62193538e15e8cdb812300133c2949781"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-01.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-01.log
new file mode 100644
index 0000000000000000000000000000000000000000..81ad5238504bc199bf5a76058062378b4854732c
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-01.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-live-layer01", "reason": "NO_LIVE_PROMOTION_RECOMMENDED", "run_id": "dev-e15-live-layer01", "stage": "train_live", "status": "FAILED_SCIENCE"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-02.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-02.log
new file mode 100644
index 0000000000000000000000000000000000000000..008e16d3dad789d0ab7e6e82b813376010114468
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/live-layer-02.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-live-layer02", "reason": "NO_LIVE_PROMOTION_RECOMMENDED", "run_id": "dev-e15-live-layer02", "stage": "train_live", "status": "FAILED_SCIENCE"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-00.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-00.log
new file mode 100644
index 0000000000000000000000000000000000000000..f5beaa062adb3a6546dbd27c64f16f5490bd215e
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-00.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer00", "run_id": "dev-e15-proxy-layer00", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-01.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-01.log
new file mode 100644
index 0000000000000000000000000000000000000000..df4b1ae111394e4bafc2d2791b13594677c854de
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-01.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer01", "run_id": "dev-e15-proxy-layer01", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-02.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-02.log
new file mode 100644
index 0000000000000000000000000000000000000000..8bcd7b349b50eb9c0b424a63758cb344b16b828d
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-02.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer02", "run_id": "dev-e15-proxy-layer02", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-03.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-03.log
new file mode 100644
index 0000000000000000000000000000000000000000..f194d0e40b65ed76728ff89879f8d7dc9f21f528
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-03.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer03", "run_id": "dev-e15-proxy-layer03", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-04.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-04.log
new file mode 100644
index 0000000000000000000000000000000000000000..9d2273890779328ee51a59660a955d199b8cc7d8
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-04.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer04", "run_id": "dev-e15-proxy-layer04", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-05.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-05.log
new file mode 100644
index 0000000000000000000000000000000000000000..09d670803c21f6189d328b16bec283374c0e4312
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-05.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer05", "run_id": "dev-e15-proxy-layer05", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-06.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-06.log
new file mode 100644
index 0000000000000000000000000000000000000000..f7644c0d8dffb6727fd9c4f2fbfaf19bd3e5f059
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-06.log
@@ -0,0 +1,11 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/autograd/graph.py:818: UserWarning: cuDNN SDPA backward got grad_output.strides() != output.strides(), attempting to materialize a grad_output with matching strides... (Triggered internally at /opt/pytorch/pytorch/aten/src/ATen/native/cudnn/MHA.cpp:670.)
+  return Variable._execution_engine.run_backward(  # Calls into the C++ engine to run the backward pass
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer06", "run_id": "dev-e15-proxy-layer06", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-07.log b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-07.log
new file mode 100644
index 0000000000000000000000000000000000000000..f85af6a466b3498a9ca4815c26c211b0dad81bd7
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/logs/proxy-layer-07.log
@@ -0,0 +1,9 @@
+/usr/local/lib/python3.10/dist-packages/transformer_engine/pytorch/attention.py:108: UserWarning: To use flash-attn v3, please use the following commands to install: 
+(1) pip install "git+https://github.com/Dao-AILab/flash-attention.git#egg=flashattn-hopper&subdirectory=hopper" 
+(2) python_path=`python -c "import site; print(site.getsitepackages()[0])"` 
+(3) mkdir -p $python_path/flashattn_hopper 
+(4) wget -P $python_path/flashattn_hopper https://raw.githubusercontent.com/Dao-AILab/flash-attention/main/hopper/flash_attn_interface.py
+  warnings.warn(
+/usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_saver.py:143: UserWarning: torch.distributed is unavailable or uninitialized, assuming the intent is to save in a single process.
+  warnings.warn(
+{"path": "/workspace/gsh/tmp/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-proxy-layer07", "run_id": "dev-e15-proxy-layer07", "stage": "train_proxy", "status": "COMMITTED"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/calibration.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/calibration.json
new file mode 100644
index 0000000000000000000000000000000000000000..718b5a20155259ccc659057b7cec5719ac1f0a65
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/calibration.json
@@ -0,0 +1 @@
+{"content_hash":"6811bca90dc0d052e8f74af7c3c3f500e6ff4187cfbaef98d4ae8e94bc713b17","interface_rho":0.03,"kind":"e15_registered_interface_calibration","proxy_kappa":0.39,"schema_version":"1.0.0"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy/decision_policy.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy/decision_policy.json
new file mode 100644
index 0000000000000000000000000000000000000000..0689bf8b8c0325b88c17e42d3e73bac6a1c8235f
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy/decision_policy.json
@@ -0,0 +1 @@
+{"calibration_hash":"6811bca90dc0d052e8f74af7c3c3f500e6ff4187cfbaef98d4ae8e94bc713b17","commit_delta_min":0.0005,"delta_keep":0.0,"discovery_q_max":1.0,"live_consistent_windows":1,"live_delta_min":0.001,"live_positive_rate_min":0.0,"live_q_max":1.0,"policy_hash":"57450097f448a57253de11a1f81bdd5615b8ea2e0dd0d7d03fa07d733194275a","probation_gain_retention_min":0.0,"probation_lesion_windows":1,"proxy_gain_min":5e-06,"proxy_positive_rate_min":0.6,"retirement_cooldown_windows":1,"retirement_lesion_windows":1,"retirement_utility_max":0.0}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy/manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy/manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..757cf15b2b7d7494cab1d19723cde2432d3784d3
--- /dev/null
+++ b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-common/policy/manifest.json
@@ -0,0 +1 @@
+{"artifact_id":"e15-registered-decision-policy-v1","artifact_type":"decision_policy","content_hash":"5f36a8549fee8c45b191b9b1d23efd442fe96f06c12af6163d689989dfc22deb","parent_hashes":{"audit_sample_hash":null,"calibration_hash":"6811bca90dc0d052e8f74af7c3c3f500e6ff4187cfbaef98d4ae8e94bc713b17","candidate_manifest_hash":null,"checkpoint_hash":null,"config_hash":"561d59e81cc930763d1fc841b2a6edea74f6c28c6d7109e0f97e5ba6405b26c8","data_manifest_hash":null,"edge_manifest_hash":null,"generation_manifest_hash":null,"live_evidence_hash":null,"live_schedule_hash":null,"observations_hash":null,"pair_metrics_hash":null,"policy_hash":null,"proxy_cache_manifest_hash":null,"proxy_evidence_hash":null,"run_manifest_hash":null,"shadow_bank_hash":null,"shortlist_hash":null,"split_manifest_hash":null},"payload":{"canonical_rows_hash":null,"details":{"bootstrap_method":"cluster_bootstrap_v1","delta_min":0.001,"exclusion_codes":["INFRASTRUCTURE_FAILURE","NON_FINITE"],"fdr_families":["live"],"policy_id":"e15-registered-decision-policy-v1","racing_looks":[100,400,1600,3200]},"files":[{"media_type":"application/json","name":"policy","path":"decision_policy.json","schema_version":"1.0.0","sha256":"a674477d274e6c8ed75d686a5826f9e2ec0498e732be6a94b34bf6a2c5e0e225","size_bytes":539}],"row_count":null,"row_schema":null,"storage_format":"json"},"producer":"M11","producer_run_id":"dev-e15-live-policy","schema_version":"1.0.0"}
diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-01/edge_manifest.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/plans/live-layer-01/edge_manifest.json
new file mode 100644
index 0000000000000000000000000000000000000000..e845e211ecb3bce9675f1381a100ac37f98d4447
--- /dev/null
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new file mode 100644
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diff --git a/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-live-layer01/launch.json b/artifacts/Schatten_MoE-e15-experiments/E15-mini-imagenet100-base1701/formal-eta002/lifecycle-revised-20260808c/runs/dev-e15-live-layer01/launch.json
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