Transformer

results/search/runs/90000b96-af3c-4d90-8233-0ba9c155673b/run.tsv

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+format	szilassi-global-search-v5
+run_id	90000b96-af3c-4d90-8233-0ba9c155673b
+node_id	LOOKICH
+seed	1160878469
+topology_from	0
+topology_to	58
+backend	cuda-fp32
+objective_version	5
+cuda_math	standard-fp32
+cuda_chains_requested	0
+cuda_chains_effective	61440
+cuda_iterations_per_batch	64
+cuda_depth_batches	6
+cuda_session_cache	59
+algorithm	hybrid-quality-diversity-neural-v3-transformer-ranker-v1
+control_baseline_min_fraction	0.25
+strategy_weights	adaptive-total:16,floors:baseline4/replica1/adaptive1/pbt1/injected3,max6
+fresh_fractions	depth:1/4,breadth:7/8,injected-protected
+replica_exchange	group:8,temperature-ratio:16
+pbt	rotating-pairs,depth-chance:0.08,breadth-chance:0.04
+verification_quotas	overall:128,per-strategy:max(8,overall/5),per-injected-seed:1
+fp32_population_sample	per-producing-strategy:64,finite-chain-bests-before-host-selection,deterministic-circular-offset,exact-numerator-denominator-recorded
+accounted_fp32_steps	iterations-plus-initialization-fresh-stagnation-injection-pbt-and-retries
+map_elites_bins	determinant:8,edge:8,turn:8,extent:8,crossing-face-mask:12,intersection-face-mask:12
+map_elites_max_cells_per_topology	4096
+cem	diagonal-weighted,covariance-adaptation:0.18,new-injected-only
+intersection_loss	segment-depth-times-boundary-depth,weight:0.01,cap:4
+repair	injected-quarter,offending-face-biased,neural-policy-with-exploration
+neural_enabled	1
+neural_schema	2
+neural_model_format	2
+neural	per-topology-ensemble:5,residual-mlp:45-128-128-128,value-policy,online-adamw,replay:4096,recent:25%
+neural_safety	baseline-floor:25%,policy-exploration:25%,exact-cuda-plus-cpu-dd-authoritative
+transformer_enabled	1
+transformer_model_id	568ec2d600768cc5d2189f2c45ef6218689e8537937b51693eeb461b298d9f45-s1511499089-p56c66b83
+transformer	global-ensemble:3,set-transformer:12-faces-plus-cls,width:64,heads:4,layers:3,ff:256,host-fp32-ranker
+transformer_scope	guided-seeds-only,ranked:12/64,score-independent-controls:4/64,map-cem-random:48/64
+transformer_failure_mode	missing-invalid-nonfinite:fallback-to-online-mlp
+training_archive_schema	3
+training_archive_format	3
+training_archive_layout	run-uuid/immutable-64MiB-crc-shards-plus-durable-wal
+training_archive_records	seed-proposals,stratified-fp32-chain-bests,cpu-verified,anchor-injected-result,spsa-steps,legacy-replay
+training_cache_limit_bytes	200000000000
+training_cache_accounted_bytes_at_start	7175636440
+training_neural_model_reserve_bytes	265316868
+training_collection_enabled_at_start	1
+training_recovered_wals	0
+training_wals_deferred_at_limit	0
+training_recovered_records	0
+training_recovered_torn_bytes_discarded	0
+training_limit_behavior	freeze-collection-and-online-learning;search-continues;rewrite-warning
+spsa	adam:6,cpu-double,all-plus-minus-and-updated-double-states,c-plus-i-smooth-loss,fp32-roundtrip,final-canonical-dd-gate
+topology_scheduler	ucb-plus-reward-plus-staleness,full-refresh-every-5
+topology_scheduler_mode	quality-first
+worst_priority_coefficient	0.65
+cpu_iterations_per_trial	50000
+degeneracy_formula	worst-plus-0.05-rest
+degeneracy_weight	0.01