{
  "quality_winner": "conv4_gdn2_inputroute_f96",
  "efficient_winner": "conv4_gdn2_f96",
  "quality_criterion": "weighted validation delta NLL: 0.20@256 + 0.30@512 + 0.50@1024",
  "validation_composite_delta_nll": {
    "conv4_pdelta_f96": 0.22705587267875638,
    "conv4_channel_decay_f96": 0.2314825379848476,
    "conv4_gdn2_f96": 0.2087166726589203,
    "conv4_gdn2_inputroute_f96": 0.20554421544075002
  },
  "test_not_used_for_selection": true,
  "tiny_llm_has_one_layer": true,
  "true_clvr_available": false,
  "route_proxy": "conv4_gdn2_inputroute_f96 routes current pre-convolution V; it is not cross-layer CLVR"
}