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1 Parent(s): acf20e6

prunning_in_iteration

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Files changed (8) hide show
  1. cifar/lstm_16_32/config.yaml +3 -1
  2. cifar/lstm_16_64/config.yaml +3 -1
  3. cifar/vit_1_3/config.yaml +1 -0
  4. cifar/vit_1_6/config.yaml +1 -0
  5. cifar/vit_2_3/config.yaml +1 -0
  6. cifar/vit_2_6/config.yaml +1 -0
  7. ml4acopf/config.yaml +1 -0
  8. prover/mnist_lstm_7_32_1/config.yaml +3 -1
cifar/lstm_16_32/config.yaml CHANGED
@@ -16,4 +16,6 @@ solver:
16
  beta-crown:
17
  lr_alpha: 0.1
18
  lr_beta: 0.1
19
- iteration: 50
 
 
 
16
  beta-crown:
17
  lr_alpha: 0.1
18
  lr_beta: 0.1
19
+ iteration: 50
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+ bab:
21
+ pruning_in_iteration: false
cifar/lstm_16_64/config.yaml CHANGED
@@ -16,4 +16,6 @@ solver:
16
  beta-crown:
17
  lr_alpha: 0.1
18
  lr_beta: 0.1
19
- iteration: 50
 
 
 
16
  beta-crown:
17
  lr_alpha: 0.1
18
  lr_beta: 0.1
19
+ iteration: 50
20
+ bab:
21
+ pruning_in_iteration: false
cifar/vit_1_3/config.yaml CHANGED
@@ -11,6 +11,7 @@ model:
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  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
 
14
  batch_size: 50
15
  alpha-crown:
16
  lr_alpha: 0.01
 
11
  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
14
+ pruning_in_iteration: false
15
  batch_size: 50
16
  alpha-crown:
17
  lr_alpha: 0.01
cifar/vit_1_6/config.yaml CHANGED
@@ -11,6 +11,7 @@ model:
11
  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
 
14
  batch_size: 25
15
  alpha-crown:
16
  lr_alpha: 0.01
 
11
  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
14
+ pruning_in_iteration: false
15
  batch_size: 25
16
  alpha-crown:
17
  lr_alpha: 0.01
cifar/vit_2_3/config.yaml CHANGED
@@ -11,6 +11,7 @@ model:
11
  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
 
14
  batch_size: 50
15
  alpha-crown:
16
  lr_alpha: 0.01
 
11
  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
14
+ pruning_in_iteration: false
15
  batch_size: 50
16
  alpha-crown:
17
  lr_alpha: 0.01
cifar/vit_2_6/config.yaml CHANGED
@@ -11,6 +11,7 @@ model:
11
  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
 
14
  batch_size: 25
15
  alpha-crown:
16
  lr_alpha: 0.01
 
11
  path: ${CONFIG_PATH}/model.pth
12
  input_shape: [-1, 3, 32, 32]
13
  solver:
14
+ pruning_in_iteration: false
15
  batch_size: 25
16
  alpha-crown:
17
  lr_alpha: 0.01
ml4acopf/config.yaml CHANGED
@@ -19,6 +19,7 @@ solver:
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  lr_beta: 0.5
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  iteration: 50
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  bab:
 
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  branching:
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  candidates: 200
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  nonlinear_split:
 
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  lr_beta: 0.5
20
  iteration: 50
21
  bab:
22
+ pruning_in_iteration: false
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  branching:
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  candidates: 200
25
  nonlinear_split:
prover/mnist_lstm_7_32_1/config.yaml CHANGED
@@ -16,4 +16,6 @@ solver:
16
  beta-crown:
17
  lr_alpha: 0.1
18
  lr_beta: 0.1
19
- iteration: 50
 
 
 
16
  beta-crown:
17
  lr_alpha: 0.1
18
  lr_beta: 0.1
19
+ iteration: 50
20
+ bab:
21
+ pruning_in_iteration: false