Commit
•
8099b8b
1
Parent(s):
36661e0
Upload hyperparameters.json
Browse files- hyperparameters.json +26 -0
hyperparameters.json
ADDED
|
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"config": "scripts/train_configs/cifar10.json",
|
| 3 |
+
"model": "resnet34_cifar10",
|
| 4 |
+
"dataset": "cifar10",
|
| 5 |
+
"batch_size": 128,
|
| 6 |
+
"epochs": 300,
|
| 7 |
+
"validation_frequency": 5,
|
| 8 |
+
"seed": 1,
|
| 9 |
+
"criterion": "CrossEntropyLoss",
|
| 10 |
+
"criterion_kwargs": {},
|
| 11 |
+
"optimizer": "SGD",
|
| 12 |
+
"lr": 0.1,
|
| 13 |
+
"optimizer_kwargs": {
|
| 14 |
+
"momentum": 0.9,
|
| 15 |
+
"weight_decay": 0.0005,
|
| 16 |
+
"nesterov": "True"
|
| 17 |
+
},
|
| 18 |
+
"scheduler": "ReduceLROnPlateau",
|
| 19 |
+
"scheduler_kwargs": {
|
| 20 |
+
"factor": 0.1,
|
| 21 |
+
"patience": 3,
|
| 22 |
+
"threshold": 0.001,
|
| 23 |
+
"mode": "max"
|
| 24 |
+
},
|
| 25 |
+
"debug": false
|
| 26 |
+
}
|