`torch_dtype` is deprecated! Use `dtype` instead!
{
  "n_choice": 9142,
  "acc": 0.7328812076132137,
  "ece10": 0.033736127746350354,
  "known_q_l2": 0.3395146188275137,
  "noul_brier": 0.03319122973041138,
  "acc_byfam": {
    "?": 0.855,
    "bigbench:date_understanding": 1.0,
    "bigbench:disambiguation_qa": 1.0,
    "bigbench:hyperbaton": 0.849,
    "bigbench:logical_deduction": 0.494,
    "bigbench:minute_mysteries_qa": 0.455,
    "bigbench:navigate": 0.743,
    "bigbench:penguins_in_a_table": 0.25,
    "bigbench:reasoning_about_colored_objects": 0.442,
    "bigbench:snarks": 0.615,
    "bigbench:temporal_sequences": 1.0,
    "bigbench:tracking_shuffled_objects": 0.12,
    "gh2:arith": 0.923,
    "gh2:order": 0.262,
    "gh2:swaps": 0.241,
    "long_policy_packet": 0.771,
    "openjev_amount-extraction-control-v1": 1.0,
    "openjev_citation-control-v1": 0.647,
    "openjev_email-selection-control-v1": 0.778,
    "openjev_ir-control-v1": 0.68,
    "openjev_mailroom-control-v1": 0.981,
    "openjev_phone-extraction-control-v1": 1.0,
    "openjev_sponsor-segment-control-v1": 0.315,
    "reclor": 0.841,
    "tev1_ag_news": 0.911,
    "tev1_banking77": 0.806,
    "tev1_mnli": 0.53,
    "tev1_policy": 0.893,
    "tev1_policy_v2": 0.463,
    "tev1_research_taxonomy_v21": 0.961,
    "tev1_routing_v2": 0.426,
    "tev1_sst5": 0.371
  },
  "brier_byfam": {
    "?": 0.0323,
    "bigbench:dyck_languages": 0.0031,
    "bigbench:reasoning_about_colored_objects": 0.005,
    "gh2:comp_policy": 0.0014,
    "gh2:temp_biz": 0.0749,
    "gh2:temp_overlap": 0.0875,
    "gh2:temp_sched": 0.0284,
    "openjev_amount-extraction-control-v1": 0.0122,
    "openjev_context-retention-control-v1": 0.1753,
    "openjev_email-selection-control-v1": 0.0056,
    "openjev_entity-alignment-control-v1": 0.0012,
    "openjev_ir-control-v1": 0.0085,
    "openjev_mailroom-control-v1": 0.008,
    "openjev_phone-extraction-control-v1": 0.0012,
    "openjev_silent-failure-control-v1": 0.0721,
    "tev1_boolq": 0.2565
  }
}
permutation: {
  "argmax_flip_rate": 0.15234375,
  "mean_max_dp": 0.06263269741430122,
  "n": 512
}
isolation: {
  "unchanged_rate": 0.7222222222222222,
  "max_dp": 0.11492019891738892,
  "n": 18
}