add RAM warning

README.md

@@ -88,6 +88,11 @@ The training was performed with the following:
 - Optimizer: Adam
 - Learning Rate: 1e-4
 - Loss: torch.nn.CrossEntropyLoss
+- Dataset Manager: CacheDataset
+
+### Memory Consumption Warning
+
+If you face memory issues with CacheDataset, you can either switch to a regular Dataset class or lower the caching rate `cache_rate` in the configurations within range $(0, 1)$ to minimize the System RAM requirements.
 
 ## Input
 4 channels

configs/metadata.json

@@ -1,7 +1,8 @@
 {
     "schema": "https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_20220324.json",
-    "version": "0.1.1",
+    "version": "0.1.2",
     "changelog": {
+        "0.1.2": "add RAM warning",
         "0.1.1": "enable deterministic eval and inference",
         "0.1.0": "Update deterministic results",
         "0.0.9": "Update README Formatting",

docs/README.md

@@ -81,6 +81,11 @@ The training was performed with the following:
 - Optimizer: Adam
 - Learning Rate: 1e-4
 - Loss: torch.nn.CrossEntropyLoss
+- Dataset Manager: CacheDataset
+
+### Memory Consumption Warning
+
+If you face memory issues with CacheDataset, you can either switch to a regular Dataset class or lower the caching rate `cache_rate` in the configurations within range $(0, 1)$ to minimize the System RAM requirements.
 
 ## Input
 4 channels