add RAM warning

README.md

@@ -32,6 +32,11 @@ The training was performed with the following:
 - Optimizer: Novograd
 - Learning Rate: 0.002
 - Loss: DiceCELoss
+- 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
 One channel

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": "0.5.0",
+    "version": "0.5.1",
     "changelog": {
+        "0.5.1": "add RAM warning",
         "0.5.0": "update the README file with the ONNX-TensorRT conversion",
         "0.4.9": "update TensorRT descriptions",
         "0.4.8": "update deterministic training results",

docs/README.md

@@ -25,6 +25,11 @@ The training was performed with the following:
 - Optimizer: Novograd
 - Learning Rate: 0.002
 - Loss: DiceCELoss
+- 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
 One channel