* Setting all random seeds to  0 *
Loading model: out_models_control/net_fs_vanilla_rep3_best.pt on cpu
 Loading model that has completed (or started) 1 of 50 epochs
  test episode_type: few_shot_vanilla
  batch size: 1
  max eval length: 10
  number of steps: 1
  best val loss achieved: 1.7322

BIML specs:
 nparams= 1392263
 nlayers_encoder= 3
 nlayers_decoder= 3
 nhead= 8
 hidden_size= 128
 dim_feedforward= 512
 act_feedforward= gelu
 dropout= 0.1
 

* Setting all random seeds to  0 *
Evaluating log-likelihood of val episodes...
  with lapse rate 0.0
evaluation on few_shot_vanilla loglike: -81.4134 for 47 symbol predictions
mean loglike is -1.7322 per symbol
* Setting all random seeds to  0 *
Evaluating set of validation episodes (via greedy decoding)...
 Acc Retrieve (val): nan
 Acc Novel (val): 0.0 SD= 0.0 N= 1
