@@ -1,6 +1,6 @@
|
||||
# configs/infer_1photon.yaml
|
||||
experiment:
|
||||
name: "SiemenStarLowerLeft" # options: SiemenStarLowerLeft, SiemenStarLowerRight
|
||||
name: "FlatField_3filters_pos0" # options: SiemenStarLowerLeft, SiemenStarLowerRight
|
||||
task: "1Photon"
|
||||
output_base: "./InferenceResults"
|
||||
|
||||
@@ -8,19 +8,31 @@ data:
|
||||
sample_folder: "/home/xie_x1/MLXID/DataProcess/Samples"
|
||||
names:
|
||||
SiemenStarLowerLeft:
|
||||
file_pattern: "SiemenStarLowerLeft/1Photon_CS3_chunk{}.h5"
|
||||
file_pattern: "SiemenStarLowerLeft/1Photon_CS3_chunk{}.h5" ### 15 keV
|
||||
NX: 400
|
||||
NY: 400
|
||||
file_range: [0, 1] # [0, 160)
|
||||
roi: [140, 230, 120, 210] # [x_min, x_max, y_min, y_max]
|
||||
SiemenStarLowerRight:
|
||||
file_pattern: "SiemenStarLowerRight/1Photon_CS3_chunk{}.h5"
|
||||
file_pattern: "SiemenStarLowerRight/1Photon_CS3_chunk{}.h5" ### 15 keV
|
||||
NX: 400
|
||||
NY: 400
|
||||
file_range: [0, 320] # [0, 320)
|
||||
roi: [235, 345, 110, 220]
|
||||
KnifeEdge_3filters_pos0:
|
||||
file_pattern: "2603MaxIV_Edge3Filters_pos0_12keV/1Photon_CS3_chunk{}.h5" ### 12 keV
|
||||
NX: 101
|
||||
NY: 101
|
||||
file_range: [0, 16] # [0, 16)
|
||||
roi: [0, 101, 0, 101]
|
||||
FlatField_3filters_pos0:
|
||||
file_pattern: "2603MaxIV_FlatField3Filters_pos0_12keV/1Photon_CS3_chunk{}.h5" ### 12 keV
|
||||
NX: 101
|
||||
NY: 101
|
||||
file_range: [0, 48] # [0, 48)
|
||||
roi: [0, 101, 0, 101]
|
||||
|
||||
energy: 15 # keV
|
||||
energy: 12 # keV
|
||||
normalize: false # for inference dataloaders
|
||||
batch_size: 8192
|
||||
num_workers: 16
|
||||
@@ -28,8 +40,8 @@ data:
|
||||
model:
|
||||
version: "251022"
|
||||
base_dir: "/home/xie_x1/MLXID/DeepLearning/Results/"
|
||||
experiment_name: "260320_1ph_15keV_v251022_01"
|
||||
name: "singlePhoton251022_15keV_Noise0.13keV_E15_aug1_normalized.pth"
|
||||
experiment_name: "260408_1ph_12keV_v251022_03"
|
||||
name: "singlePhoton251022_12keV_Noise0.13keV_E150_aug1.pth"
|
||||
noise_keV: 0.13
|
||||
|
||||
inference:
|
||||
|
||||
@@ -1,10 +1,10 @@
|
||||
# configs/train_1photon.yaml
|
||||
experiment:
|
||||
name: "1photon_15keV"
|
||||
name: "1photon_12keV"
|
||||
|
||||
data:
|
||||
sample_folder: "/mnt/sls_det_storage/moench_data/MLXID/Samples/Simulation/Moench040"
|
||||
energy: 15 ### in keV
|
||||
energy: 12 ### in keV
|
||||
noise_keV: 0.13
|
||||
noise_threshold: 0.0 ### set values below (noise * noise_threshold) to zero
|
||||
num_aug_ops: 1
|
||||
@@ -22,10 +22,8 @@ model:
|
||||
version: "251022"
|
||||
|
||||
training:
|
||||
epochs: 15
|
||||
epochs: 150
|
||||
learning_rate: 1.0e-3
|
||||
loss_alpha: 7.0
|
||||
loss_beta: 3.0
|
||||
scheduler_factor: 0.7
|
||||
scheduler_patience: 3
|
||||
checkpoint_epochs: [10, 30, 50, 100, 150]
|
||||
|
||||
Reference in New Issue
Block a user