vgg11
Find this model in the VGG model summary
vgg11 Model Summary Plots
vgg11 Model Selected Details
layer_type
N
M
Q
alpha
D
alpha-hat
log_SN
% Rand
num_traps
num_fingers
rank_loss
layer_id
2
CONV2D
64
3
21.33
2.40
0.18
2.63
1.09
76.33
0
0
0
5
CONV2D
128
64
2.00
1.72
0.10
1.14
0.66
67.75
7
0
0
8
CONV2D
256
128
2.00
3.05
0.06
1.78
0.58
76.22
27
0
0
10
CONV2D
256
256
1.00
2.01
0.09
0.92
0.46
81.20
15
1
8
13
CONV2D
512
256
2.00
2.65
0.07
1.46
0.55
79.03
20
0
0
15
CONV2D
512
512
1.00
3.21
0.04
2.15
0.67
83.88
13
0
17
18
CONV2D
512
512
1.00
3.49
0.05
1.88
0.54
84.03
20
0
13
20
CONV2D
512
512
1.00
3.26
0.03
2.52
0.77
85.30
14
0
17
25
DENSE
25088
4096
6.12
2.32
0.03
3.58
1.54
69.70
1
0
0
28
DENSE
4096
4096
1.00
2.16
0.03
3.85
1.78
70.85
1
0
7
31
DENSE
4096
1000
4.10
2.84
0.03
5.03
1.77
71.12
0
0
0
vgg11 Layer Plots
Layer 2
Layer=2 | N=64 | M=3 | Q=21.33 | alpha=2.40 | D_ks=0.18 | alpha-hat=2.63 | num traps=0
Layer 5
Layer=5 | N=128 | M=64 | Q=2.00 | alpha=1.72 | D_ks=0.10 | alpha-hat=1.14 | num traps=7
Layer 8
Layer=8 | N=256 | M=128 | Q=2.00 | alpha=3.05 | D_ks=0.06 | alpha-hat=1.78 | num traps=27
Layer 10
Layer=10 | N=256 | M=256 | Q=1.00 | alpha=2.01 | D_ks=0.09 | alpha-hat=0.92 | num traps=15
Layer 13
Layer=13 | N=512 | M=256 | Q=2.00 | alpha=2.65 | D_ks=0.07 | alpha-hat=1.46 | num traps=20
Layer 15
Layer=15 | N=512 | M=512 | Q=1.00 | alpha=3.21 | D_ks=0.04 | alpha-hat=2.15 | num traps=13
Layer 18
Layer=18 | N=512 | M=512 | Q=1.00 | alpha=3.49 | D_ks=0.05 | alpha-hat=1.88 | num traps=20
Layer 20
Layer=20 | N=512 | M=512 | Q=1.00 | alpha=3.26 | D_ks=0.03 | alpha-hat=2.52 | num traps=14
Layer 25
Layer=25 | N=25088 | M=4096 | Q=6.12 | alpha=2.32 | D_ks=0.03 | alpha-hat=3.58 | num traps=1
Layer 28
Layer=28 | N=4096 | M=4096 | Q=1.00 | alpha=2.16 | D_ks=0.03 | alpha-hat=3.85 | num traps=1
Layer 31
Layer=31 | N=4096 | M=1000 | Q=4.10 | alpha=2.84 | D_ks=0.03 | alpha-hat=5.03 | num traps=0
vgg11 Model Summary Plots
vgg11 Model Selected Details
| layer_type | N | M | Q | alpha | D | alpha-hat | log_SN | % Rand | num_traps | num_fingers | rank_loss | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| layer_id | ||||||||||||
| 2 | CONV2D | 64 | 3 | 21.33 | 2.40 | 0.18 | 2.63 | 1.09 | 76.33 | 0 | 0 | 0 |
| 5 | CONV2D | 128 | 64 | 2.00 | 1.72 | 0.10 | 1.14 | 0.66 | 67.75 | 7 | 0 | 0 |
| 8 | CONV2D | 256 | 128 | 2.00 | 3.05 | 0.06 | 1.78 | 0.58 | 76.22 | 27 | 0 | 0 |
| 10 | CONV2D | 256 | 256 | 1.00 | 2.01 | 0.09 | 0.92 | 0.46 | 81.20 | 15 | 1 | 8 |
| 13 | CONV2D | 512 | 256 | 2.00 | 2.65 | 0.07 | 1.46 | 0.55 | 79.03 | 20 | 0 | 0 |
| 15 | CONV2D | 512 | 512 | 1.00 | 3.21 | 0.04 | 2.15 | 0.67 | 83.88 | 13 | 0 | 17 |
| 18 | CONV2D | 512 | 512 | 1.00 | 3.49 | 0.05 | 1.88 | 0.54 | 84.03 | 20 | 0 | 13 |
| 20 | CONV2D | 512 | 512 | 1.00 | 3.26 | 0.03 | 2.52 | 0.77 | 85.30 | 14 | 0 | 17 |
| 25 | DENSE | 25088 | 4096 | 6.12 | 2.32 | 0.03 | 3.58 | 1.54 | 69.70 | 1 | 0 | 0 |
| 28 | DENSE | 4096 | 4096 | 1.00 | 2.16 | 0.03 | 3.85 | 1.78 | 70.85 | 1 | 0 | 7 |
| 31 | DENSE | 4096 | 1000 | 4.10 | 2.84 | 0.03 | 5.03 | 1.77 | 71.12 | 0 | 0 | 0 |
vgg11 Layer Plots
Layer 2
Layer=2 | N=64 | M=3 | Q=21.33 | alpha=2.40 | D_ks=0.18 | alpha-hat=2.63 | num traps=0
Layer 5
Layer=5 | N=128 | M=64 | Q=2.00 | alpha=1.72 | D_ks=0.10 | alpha-hat=1.14 | num traps=7
Layer 8
Layer=8 | N=256 | M=128 | Q=2.00 | alpha=3.05 | D_ks=0.06 | alpha-hat=1.78 | num traps=27
Layer 10
Layer=10 | N=256 | M=256 | Q=1.00 | alpha=2.01 | D_ks=0.09 | alpha-hat=0.92 | num traps=15
Layer 13
Layer=13 | N=512 | M=256 | Q=2.00 | alpha=2.65 | D_ks=0.07 | alpha-hat=1.46 | num traps=20
Layer 15
Layer=15 | N=512 | M=512 | Q=1.00 | alpha=3.21 | D_ks=0.04 | alpha-hat=2.15 | num traps=13
Layer 18
Layer=18 | N=512 | M=512 | Q=1.00 | alpha=3.49 | D_ks=0.05 | alpha-hat=1.88 | num traps=20
Layer 20
Layer=20 | N=512 | M=512 | Q=1.00 | alpha=3.26 | D_ks=0.03 | alpha-hat=2.52 | num traps=14
Layer 25
Layer=25 | N=25088 | M=4096 | Q=6.12 | alpha=2.32 | D_ks=0.03 | alpha-hat=3.58 | num traps=1
Layer 28
Layer=28 | N=4096 | M=4096 | Q=1.00 | alpha=2.16 | D_ks=0.03 | alpha-hat=3.85 | num traps=1
Layer 31
Layer=31 | N=4096 | M=1000 | Q=4.10 | alpha=2.84 | D_ks=0.03 | alpha-hat=5.03 | num traps=0