`torch_dtype` is deprecated! Use `dtype` instead!
{
  "n_choice": 9142,
  "acc": 0.6140888208269525,
  "ece10": 0.0794155055787834,
  "known_q_l2": 0.4822023892423561,
  "noul_brier": 0.13316634216141804,
  "acc_byfam": {
    "?": 0.675,
    "bigbench:date_understanding": 0.167,
    "bigbench:disambiguation_qa": 0.778,
    "bigbench:hyperbaton": 0.546,
    "bigbench:logical_deduction": 0.506,
    "bigbench:minute_mysteries_qa": 0.545,
    "bigbench:navigate": 0.5,
    "bigbench:penguins_in_a_table": 0.25,
    "bigbench:reasoning_about_colored_objects": 0.186,
    "bigbench:snarks": 0.385,
    "bigbench:temporal_sequences": 0.625,
    "bigbench:tracking_shuffled_objects": 0.192,
    "gh2:arith": 0.116,
    "gh2:order": 0.243,
    "gh2:swaps": 0.203,
    "long_policy_packet": 0.783,
    "openjev_amount-extraction-control-v1": 1.0,
    "openjev_citation-control-v1": 0.529,
    "openjev_email-selection-control-v1": 0.778,
    "openjev_ir-control-v1": 0.68,
    "openjev_mailroom-control-v1": 0.971,
    "openjev_phone-extraction-control-v1": 1.0,
    "openjev_sponsor-segment-control-v1": 0.278,
    "reclor": 0.753,
    "tev1_ag_news": 0.911,
    "tev1_banking77": 0.765,
    "tev1_mnli": 0.461,
    "tev1_policy": 0.964,
    "tev1_policy_v2": 0.456,
    "tev1_research_taxonomy_v21": 0.955,
    "tev1_routing_v2": 0.439,
    "tev1_sst5": 0.306
  },
  "brier_byfam": {
    "?": 0.1404,
    "bigbench:dyck_languages": 0.2146,
    "bigbench:reasoning_about_colored_objects": 0.2667,
    "gh2:comp_policy": 0.1485,
    "gh2:temp_biz": 0.1348,
    "gh2:temp_overlap": 0.7051,
    "gh2:temp_sched": 0.1774,
    "openjev_amount-extraction-control-v1": 0.0159,
    "openjev_context-retention-control-v1": 0.1564,
    "openjev_email-selection-control-v1": 0.0014,
    "openjev_entity-alignment-control-v1": 0.0013,
    "openjev_ir-control-v1": 0.0029,
    "openjev_mailroom-control-v1": 0.0073,
    "openjev_phone-extraction-control-v1": 0.0006,
    "openjev_silent-failure-control-v1": 0.0738,
    "tev1_boolq": 0.2727
  }
}
permutation: {
  "argmax_flip_rate": 0.146484375,
  "mean_max_dp": 0.06564839928068977,
  "n": 512
}
isolation: {
  "unchanged_rate": 0.7222222222222222,
  "max_dp": 0.13413256406784058,
  "n": 18
}