`torch_dtype` is deprecated! Use `dtype` instead!
{
  "n_choice": 9142,
  "acc": 0.648654561365128,
  "ece10": 0.021149526993833524,
  "known_q_l2": 0.4440047966011498,
  "noul_brier": 0.10783526807111149,
  "acc_byfam": {
    "?": 0.702,
    "bigbench:date_understanding": 0.722,
    "bigbench:disambiguation_qa": 1.0,
    "bigbench:hyperbaton": 0.684,
    "bigbench:logical_deduction": 0.517,
    "bigbench:minute_mysteries_qa": 0.455,
    "bigbench:navigate": 0.649,
    "bigbench:penguins_in_a_table": 0.333,
    "bigbench:reasoning_about_colored_objects": 0.349,
    "bigbench:snarks": 0.615,
    "bigbench:temporal_sequences": 0.958,
    "bigbench:tracking_shuffled_objects": 0.168,
    "gh2:arith": 0.391,
    "gh2:order": 0.3,
    "gh2:swaps": 0.245,
    "long_policy_packet": 0.783,
    "openjev_amount-extraction-control-v1": 1.0,
    "openjev_citation-control-v1": 0.706,
    "openjev_email-selection-control-v1": 0.778,
    "openjev_ir-control-v1": 0.68,
    "openjev_mailroom-control-v1": 0.962,
    "openjev_phone-extraction-control-v1": 1.0,
    "openjev_sponsor-segment-control-v1": 0.296,
    "reclor": 0.809,
    "tev1_ag_news": 0.929,
    "tev1_banking77": 0.816,
    "tev1_mnli": 0.522,
    "tev1_policy": 0.929,
    "tev1_policy_v2": 0.474,
    "tev1_research_taxonomy_v21": 0.966,
    "tev1_routing_v2": 0.42,
    "tev1_sst5": 0.306
  },
  "brier_byfam": {
    "?": 0.1315,
    "bigbench:dyck_languages": 0.0717,
    "bigbench:reasoning_about_colored_objects": 0.1049,
    "gh2:comp_policy": 0.0637,
    "gh2:temp_biz": 0.0951,
    "gh2:temp_overlap": 0.3542,
    "gh2:temp_sched": 0.0693,
    "openjev_amount-extraction-control-v1": 0.0176,
    "openjev_context-retention-control-v1": 0.1631,
    "openjev_email-selection-control-v1": 0.0014,
    "openjev_entity-alignment-control-v1": 0.0014,
    "openjev_ir-control-v1": 0.0067,
    "openjev_mailroom-control-v1": 0.0138,
    "openjev_phone-extraction-control-v1": 0.0005,
    "openjev_silent-failure-control-v1": 0.0773,
    "tev1_boolq": 0.2443
  }
}
permutation: {
  "argmax_flip_rate": 0.1328125,
  "mean_max_dp": 0.07884328784848549,
  "n": 512
}
isolation: {
  "unchanged_rate": 0.7222222222222222,
  "max_dp": 0.3198959231376648,
  "n": 18
}