add RAM warning

README.md

@@ -49,6 +49,11 @@ This model utilized a two-stage approach. The training was performed with the fo
 - Optimizer: Adam
 - Learning Rate: 1e-4
 - Loss: HoVerNetLoss
+- 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
 Input: RGB images

configs/metadata.json

@@ -1,7 +1,8 @@
 {
     "schema": "https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_hovernet_20221124.json",
-    "version": "0.1.8",
+    "version": "0.1.9",
     "changelog": {
+        "0.1.9": "add RAM warning",
         "0.1.8": "Update README for pretrained weights and save metrics in evaluate",
         "0.1.7": "Update README Formatting",
         "0.1.6": "add non-deterministic note",

docs/README.md

@@ -42,6 +42,11 @@ This model utilized a two-stage approach. The training was performed with the fo
 - Optimizer: Adam
 - Learning Rate: 1e-4
 - Loss: HoVerNetLoss
+- 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
 Input: RGB images