diff --git a/utils/general.py b/utils/general.py
index 135141e21436..ba799a174039 100644
--- a/utils/general.py
+++ b/utils/general.py
@@ -264,7 +264,8 @@ def init_seeds(seed=0, deterministic=False):
     torch.cuda.manual_seed_all(seed)  # for Multi-GPU, exception safe
     # torch.backends.cudnn.benchmark = True  # AutoBatch problem https://github.com/ultralytics/yolov5/issues/9287
     if deterministic and check_version(torch.__version__, '1.12.0'):  # https://github.com/ultralytics/yolov5/pull/8213
-        torch.use_deterministic_algorithms(True)
+        # torch.use_deterministic_algorithms(True)
+        torch.use_deterministic_algorithms(False, warn_only= True) #since nn.AdaptiveAvgPool2d doesn't have backward implementation during GPU training
         torch.backends.cudnn.deterministic = True
         os.environ['CUBLAS_WORKSPACE_CONFIG'] = ':4096:8'
         os.environ['PYTHONHASHSEED'] = str(seed)