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tables/leaderboard_k8.csv
method,behaviour,waveform,waveform_rank,behaviour_rank xgb,0.8395719489997332,0.022831001381045237,1.0,7.0 tabpfn,0.06135674665373589,0.023608787420868634,2.0,1.0 knn,0.21408181836965717,0.03238496173122841,3.0,3.0 mlp,0.21387545410592407,0.037030248275181116,4.0,2.0 ridge,1.7352645938665583,0.07411999069882372,5.0,11....
tables/support_budget_results.csv
axis,method,K,n_entries,mean,median,p90,p95,repeat_sd,bootstrap_lo,bootstrap_hi waveform,arx,2,30,28.97070310960401,0.01689651798597956,0.35770909874025786,0.383192024722958,12.112094104871376,0.05399166282290052,86.74770575474147 waveform,arx,4,30,24.34532930417188,0.015356103503077237,0.3403043484708243,0.35898874689...
tables/waveform_entry_results.csv
method,K,entry_id,nrmse arx,2,amp_004_folded_cascode,0.0011715768821226877 arx,2,amp_032_ti_ldo_error_selfbias,0.006250496529639271 arx,2,amp_033_ti_ldo_ref_selfbias,0.0118185536419581 arx,2,ldo_007_pmos,0.0011362971803403324 arx,2,ldo_008_fer_mirror_ota,0.009726838760142648 arx,2,ldo_009_fer_5t_pass,0.0034387424622742...
tables/behavior_entry_results.csv
method,K,entry_id,error_normalized arx,2,amp_004_folded_cascode,0.0012537240731341447 arx,2,amp_032_ti_ldo_error_selfbias,0.002122128779576073 arx,2,amp_033_ti_ldo_ref_selfbias,0.001503450649460502 arx,2,ldo_007_pmos,0.000895714553805803 arx,2,ldo_008_fer_mirror_ota,0.007699761723261059 arx,2,ldo_009_fer_5t_pass,0.0029...
tables/family_split.csv
family,total,train,validation,test Amplifier / OTA / op-amp,28,20,1,7 Regulator,14,6,3,5 Switched capacitor,13,7,2,4 Comparator,10,2,3,5 Continuous-time filter,8,4,1,3 Reference / bias,3,0,0,3 Sensor front end,3,0,0,3 Buffer,1,1,0,0
tables/resource_statistics.json
{ "traces": 152273, "entries": 80, "points": 11313572202, "duration_sum_s": 1202.2430971615286, "status": { "ok": 152273 }, "n_points": { "min": 1020.0, "median": 35138.0, "p95": 268261.0, "max": 902378.0 }, "duration_s": { "min": 2.4e-07, "median": 0.000181788960033, "...
supplement_data/partition_entries.csv
entry_id,core_group,partition,reporting_family,fixed_design_tasks amp_004_folded_cascode,core_041,test,amplifier,4 amp_017_tan_clia,core_040,train,amplifier,4 amp_018_telescopic_cascode,core_074,train,amplifier,4 amp_019_ti_ldo_error,core_024,train,amplifier,4 amp_022_fer_two_stage,core_035,train,amplifier,4 amp_...
supplement_data/task_inventory.csv
task_id,entry_id,design_id,partition,core_group,support_pool_count,query_count amp_004_folded_cascode__s010,amp_004_folded_cascode,s010,test,core_041,24,16 amp_004_folded_cascode__s004,amp_004_folded_cascode,s004,test,core_041,24,16 amp_004_folded_cascode__s012,amp_004_folded_cascode,s012,test,core_041,24,16 amp_00...
supplement_data/entry_labels.csv
entry_id,display_name amp_004_folded_cascode,Amplifier (004) amp_032_ti_ldo_error_selfbias,Amplifier (032) amp_033_ti_ldo_ref_selfbias,Amplifier (033) ldo_007_pmos,PMOS LDO (007) ldo_008_fer_mirror_ota,LDO (008) ldo_009_fer_5t_pass,LDO (009) topo_amplifier_1031,Amplifier (1031) topo_amplifier_1033,Amplifier (10...
supplement_data/resource_source_composition.csv
source,entries,design_identifiers,trajectories analogtobi,38,3700,89568 spicexplorer,16,250,6393 analoggym,14,691,16555 hf_analog_circuits_sky130,11,1376,33549 align,1,256,6208
supplement_data/source_inventory.csv
entry_id,source_dataset,source_circuit_id,upstream_url,current_task_count,source_version_used,acquisition_date amp_004_folded_cascode,spicexplorer,amp_004_folded_cascode,https://github.com/MacAnalog/spicexplorer-release,4,unrecorded,unrecorded amp_017_tan_clia,spicexplorer,amp_017_tan_clia,https://github.com/MacAnalo...
supplement_data/source_inventory_notes.txt
Source inventory The inventory links the 80 resource entries to their circuit source identifiers and upstream repositories. Its current_task_count column sums to 309; one resource entry has no eligible task. The entry identities join the task and partition inventories. AnalogToBi identifiers are recovered from retaine...