new config schema

config.yaml

@@ -1,27 +1,19 @@
-job:
-  type: "random+sobo"
-  random_iters: 8
-  sobo_iters: 128
-
 io:
   input_data_path: '/home/swim/shared/Si_project/data/Si2V1_2.mat'
-  result_dir: '/home/swim/bo-ptycho/results/260812-Si/Si2V1_2'
+  result_dir: '/home/swim/bo-ptycho/results/Si2V1_2/260814-2'
   verbosity: 1
 
 ptycho:
   engine: 'fold_slice'
-  path: '/home/swim/fold_slice-stable'
+  path: '/home/swim/fold_slice-park'
   params:
     voltage: 200
     alpha_max: 30
-    defocus: -200
+    defocus: -250
     rot_ang: 0.3
     Nlayers: 20
     thickness: 250
     rbf: 37
-    Nprobe: 1
-    N_scan_x: 64
-    N_scan_y: 64
     tilt_x: 2
     tilt_y: 0 
     scan_step_size: 0.36
@@ -31,32 +23,45 @@ ptycho:
 
     CBED_size: 192
     ADU: 1
-    extra_print_info: ''
+    Nprobe: 1
+    N_scan_x: 64
+    N_scan_y: 64 
+    extra_print_info: 'FIB'
     scan_number: 1
     gpu_id: 1
     roi_label: '0_Ndp64'
     diff_pattern_blur: 1
     probe_change_start: 1
     object_change_start: 1
-    grouping: 512
+    grouping: 64
     probe_position_search: 1
     regularize_layers: 0.2
-    variable_probe: 'false'
+    variable_probe: false
 
-bo:
-  batch: 4
-  acquisition: 'ucb'
-  beta: 0.1 # for ucb only
-  metric: 'log_fourier'
+search:
+  metric: log_fourier
   params:
-    alpha_max:
     defocus:
       radius: 100
-    rot_ang:
     Nlayers:
       radius: 5
       type: int
     thickness:
-      radius: 100
+      radius: 150
   train_x:
   train_y:
+
+sequence:
+  # - sampler: fixed
+
+  # - sampler: grid
+  #   points:
+
+  - sampler: random
+    samples: 32
+
+  - sampler: sobo
+    iterations: 512
+    batch: 4
+    acquisition: 'ucb'
+    beta: 0.1