`torch_dtype` is deprecated! Use `dtype` instead!
{
  "n_choice": 9142,
  "acc": 0.7336469043972872,
  "ece10": 0.039113049814487724,
  "known_q_l2": 0.3357742741953114,
  "noul_brier": 0.03386896887504629,
  "acc_byfam": {
    "?": 0.857,
    "bigbench:date_understanding": 1.0,
    "bigbench:disambiguation_qa": 1.0,
    "bigbench:hyperbaton": 0.816,
    "bigbench:logical_deduction": 0.483,
    "bigbench:minute_mysteries_qa": 0.455,
    "bigbench:navigate": 0.703,
    "bigbench:penguins_in_a_table": 0.333,
    "bigbench:reasoning_about_colored_objects": 0.488,
    "bigbench:snarks": 0.615,
    "bigbench:temporal_sequences": 1.0,
    "bigbench:tracking_shuffled_objects": 0.162,
    "gh2:arith": 0.905,
    "gh2:order": 0.281,
    "gh2:swaps": 0.22,
    "long_policy_packet": 0.783,
    "openjev_amount-extraction-control-v1": 1.0,
    "openjev_citation-control-v1": 0.647,
    "openjev_email-selection-control-v1": 0.778,
    "openjev_ir-control-v1": 0.64,
    "openjev_mailroom-control-v1": 1.0,
    "openjev_phone-extraction-control-v1": 1.0,
    "openjev_sponsor-segment-control-v1": 0.352,
    "reclor": 0.848,
    "tev1_ag_news": 0.893,
    "tev1_banking77": 0.786,
    "tev1_mnli": 0.513,
    "tev1_policy": 0.893,
    "tev1_policy_v2": 0.452,
    "tev1_research_taxonomy_v21": 0.933,
    "tev1_routing_v2": 0.431,
    "tev1_sst5": 0.355
  },
  "brier_byfam": {
    "?": 0.0339,
    "bigbench:dyck_languages": 0.0043,
    "bigbench:reasoning_about_colored_objects": 0.004,
    "gh2:comp_policy": 0.0014,
    "gh2:temp_biz": 0.0731,
    "gh2:temp_overlap": 0.095,
    "gh2:temp_sched": 0.0313,
    "openjev_amount-extraction-control-v1": 0.0101,
    "openjev_context-retention-control-v1": 0.1578,
    "openjev_email-selection-control-v1": 0.015,
    "openjev_entity-alignment-control-v1": 0.001,
    "openjev_ir-control-v1": 0.0041,
    "openjev_mailroom-control-v1": 0.0072,
    "openjev_phone-extraction-control-v1": 0.0012,
    "openjev_silent-failure-control-v1": 0.072,
    "tev1_boolq": 0.254
  }
}
permutation: {
  "argmax_flip_rate": 0.123046875,
  "mean_max_dp": 0.052973636931710644,
  "n": 512
}
isolation: {
  "unchanged_rate": 0.7222222222222222,
  "max_dp": 0.1288139820098877,
  "n": 18
}