feat: config for matching ignite capapbility

Author: Venkat Ramnan Kalyanakumar

src/templates/template-vision-classification/config.yaml

@@ -1,3 +1,19 @@
-#::= from_template_common ::#
-lr: 0.0001 # learning rate
-model: resnet18 # model name
+seed: 777 # random seed
+data_path: ./ # input data path
+batch_size: 400 # train batch size
+eval_batch_size: 400 # evaluation batch size
+num_workers: 10 # number of subprocesses to use for data loading
+max_epochs: 24 # number of maximum epochs
+use_amp: false # use AMP (Automatic Mixed Precision)
+weight_decay: 1e-4
+debug: false
+train_epoch_length: null
+eval_epoch_length: null
+filename_prefix: training
+n_saved: 2
+save_every_iters: 1000
+patience: 10
+output_dir: ./logs
+log_every_iters: 10
+lr: 1e-2 # learning rate
+model: resnet18 # model name