Fix typos
Browse files
README.md
CHANGED
@@ -113,7 +113,7 @@ Gridspace search was applied to find the best learning rate, epoch number, weigh
|
|
113 |
```
|
114 |
gridSpace = {
|
115 |
'batch_size': [4, 8],
|
116 |
-
'lr_rate': [0.
|
117 |
'w_decay': [0.1, 0.01, 0.001]
|
118 |
}
|
119 |
```
|
@@ -121,9 +121,9 @@ gridSpace = {
|
|
121 |
Along with an epoch number from 1 to 16.
|
122 |
|
123 |
The chosen setup at the end of experimentation stage was chosen to be:
|
124 |
-
1) **batch_size**:
|
125 |
2) **learning_rate**: 0.0002
|
126 |
-
3) **wight_decay**: 0.
|
127 |
4) **epoch number**: 4
|
128 |
|
129 |
This gridspace search was performed 3 separate times, and it resulted in the lowest average validation loss of 0.01431.
|
|
|
113 |
```
|
114 |
gridSpace = {
|
115 |
'batch_size': [4, 8],
|
116 |
+
'lr_rate': [0.002, 0.0002, 0.00002],
|
117 |
'w_decay': [0.1, 0.01, 0.001]
|
118 |
}
|
119 |
```
|
|
|
121 |
Along with an epoch number from 1 to 16.
|
122 |
|
123 |
The chosen setup at the end of experimentation stage was chosen to be:
|
124 |
+
1) **batch_size**: 8
|
125 |
2) **learning_rate**: 0.0002
|
126 |
+
3) **wight_decay**: 0.01
|
127 |
4) **epoch number**: 4
|
128 |
|
129 |
This gridspace search was performed 3 separate times, and it resulted in the lowest average validation loss of 0.01431.
|