Update outdated code

Created by: Bobholamovic

Fix known bugs and refactor the framework.

configs/config_base.yaml

@@ -2,18 +2,20 @@
 
 
 # Data
-# Common
 dataset: AC_Szada
-crop_size: 112
-num_workers: 1
+num_workers: 0
 repeats: 3200
+subset: val
+crop_size: 112
 
 
 # Optimizer
 optimizer: SGD
 lr: 0.001
-lr_mode: const
 weight_decay: 0.0005
+load_optim: False
+save_optim: False
+lr_mode: const
 step: 2
 
 
@@ -21,22 +23,25 @@ step: 2
 batch_size: 32
 num_epochs: 10
 resume: ''
-load_optim: True
 anew: False
-trace_freq: 1
 device: cuda
-metrics: 'F1Score+Accuracy+Recall+Precision'
 
 
 # Experiment
 exp_dir: ../exp/
-out_dir: ''
 # tag: ''
 # suffix: ''
-# DO NOT specify exp-config term
-save_on: False
+# DO NOT specify exp_config
+debug_on: False
+inherit_off: True
 log_off: False
+track_intvl: 1
+tb_on: False
+tb_intvl: 100
 suffix_off: False
+save_on: False
+out_dir: ''
+val_iters: 16
 
 
 # Criterion
@@ -47,5 +52,4 @@ weights:
 
 
 # Model
-model: EF
-num_feats_in: 6
\ No newline at end of file
+model: Unet
\ No newline at end of file