init

utils.py

@@ -0,0 +1,24 @@
+import importlib.metadata
+import torch
+import logging
+logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
+log = logging.getLogger(__name__)
+
+def check_diffusers_version():
+    try:
+        version = importlib.metadata.version('diffusers')
+        required_version = '0.31.0'
+        if version < required_version:
+            raise AssertionError(f"diffusers version {version} is installed, but version {required_version} or higher is required.")
+    except importlib.metadata.PackageNotFoundError:
+        raise AssertionError("diffusers is not installed.")
+
+def print_memory(device):
+    memory = torch.cuda.memory_allocated(device) / 1024**3
+    max_memory = torch.cuda.max_memory_allocated(device) / 1024**3
+    max_reserved = torch.cuda.max_memory_reserved(device) / 1024**3
+    log.info(f"Allocated memory: {memory=:.3f} GB")
+    log.info(f"Max allocated memory: {max_memory=:.3f} GB")
+    log.info(f"Max reserved memory: {max_reserved=:.3f} GB")
+    #memory_summary = torch.cuda.memory_summary(device=device, abbreviated=False)
+    #log.info(f"Memory Summary:\n{memory_summary}")