last batch of live-fixes and improvments

cfgs/train.yaml

@@ -1,12 +1,12 @@
 seed: 0
 mixed_precision: true
-base_lr: 4.0e-4
-# base_lr: 0.00001
+base_lr: 0.00025
 t_max: 16100
+scheduler: "cosineannealing"
 
 nr_gpus: 3
 batch_size: 3
-n_total_epoch: 100
+n_total_epoch: 64
 minibatch_per_epoch: 500
 
 loadmodel: ~
@@ -17,17 +17,9 @@ model_save_freq_epoch: 1
 max_disp: 256
 image_width: 640
 image_height: 480
-# dataset: "blender"
-# training_data_path: "./stereo_trainset/crestereo"
-# training_data_path: "/media/Data1/connecting_the_dots_data/ctd_data/"
-# training_data_path: "/media/Data1/connecting_the_dots_data/blender_renders/data"
 training_data_path: "/media/Data1/connecting_the_dots_data/blender_renders_ctd_randomize_light/data"
-
-
-# FIXME any of this??
-pattern_attention: false
-scene_attention: true
-ignore_pattern_completely: false
+test_data_path: "./eval_kinect"
+data_limit: 1.
 
 
 log_level: "logging.INFO"