add RAM warning

README.md

@@ -34,6 +34,11 @@ The training as performed with the following:
 - Actual Model Input: 736 x 480 x 3
 - Optimizer: Adam
 - Learning Rate: 1e-4
+- 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
 A three channel video frame

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 TensorRT descriptions",
         "0.4.9": "update the model weights",
         "0.4.8": "update the TensorRT part in the README file",

docs/README.md

@@ -27,6 +27,11 @@ The training as performed with the following:
 - Actual Model Input: 736 x 480 x 3
 - Optimizer: Adam
 - Learning Rate: 1e-4
+- 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
 A three channel video frame