diff --git a/pip/cpu_requirements.txt b/pip/cpu_requirements.txt
index 4e7940e3..92bc85fe 100644
--- a/pip/cpu_requirements.txt
+++ b/pip/cpu_requirements.txt
@@ -20,7 +20,7 @@
 # =============================
 
 # PyTorch CPU; Python 3.10 compatible; aligned with DGL torch-2.1 wheels
-torch==2.1.2+cpu
+torch==2.7.1+cpu
 torchdata==0.7.1
 
 # Lightning; pin to a recent stable series to avoid breaking changes
diff --git a/pip/cuda_requirements.txt b/pip/cuda_requirements.txt
index c8b753db..11b9ef15 100644
--- a/pip/cuda_requirements.txt
+++ b/pip/cuda_requirements.txt
@@ -9,7 +9,7 @@ tensorflow[and-cuda]~=2.14.0
 
 tensorrt
 
-torch==2.0.1
+torch==2.7.1+cpu
 torch_geometric
 lightning
 
diff --git a/pip/docker_requirements.txt b/pip/docker_requirements.txt
index 24d9de2e..6357cd97 100644
--- a/pip/docker_requirements.txt
+++ b/pip/docker_requirements.txt
@@ -7,7 +7,7 @@
 
 tensorflow-cpu~=2.14.0
 
-torch==2.0.1
+torch==2.7.1+cpu
 torch_geometric
 lightning
 
diff --git a/pip/mchip_requirements.txt b/pip/mchip_requirements.txt
index 7b44d6fa..91e38cc6 100644
--- a/pip/mchip_requirements.txt
+++ b/pip/mchip_requirements.txt
@@ -8,7 +8,7 @@
 # use tensorflow not tensorflow-cpu for arm. see https://www.tensorflow.org/install/pip#linux
 tensorflow~=2.14.0
 
-torch==2.0.1
+torch==2.7.1+cpu
 torch_geometric
 lightning