diff --git a/requirements/torch_cu101_linux.txt b/requirements/torch_cu101_linux.txt
index 1c931e7797..59ae2a5863 100644
--- a/requirements/torch_cu101_linux.txt
+++ b/requirements/torch_cu101_linux.txt
@@ -1,7 +1,7 @@
-#pip install torch==1.8.1+cu101 torchvision==0.9.1+cu101 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
+#pip install torch==2.2.0 torchvision==0.9.1+cu101 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
 --find-links https://download.pytorch.org/whl/torch_stable.html
 -r torch_common.txt
-torch==1.8.1+cu101; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.9.1+cu101; sys_platform == 'linux'
 torchtext==0.9.1; sys_platform == 'linux'
 torchaudio==0.8.1; sys_platform == 'linux'
diff --git a/requirements/torch_cu101_windows.txt b/requirements/torch_cu101_windows.txt
index 28acba4d8a..f84ca8223f 100644
--- a/requirements/torch_cu101_windows.txt
+++ b/requirements/torch_cu101_windows.txt
@@ -1,7 +1,7 @@
-#pip install torch==1.8.1+cu101 torchvision==0.9.1+cu101 torchaudio===0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
+#pip install torch==2.2.0 torchvision==0.9.1+cu101 torchaudio===0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
 --find-links https://download.pytorch.org/whl/torch_stable.html
 -r torch_common.txt
-torch==1.8.1+cu101; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.9.1+cu101; sys_platform == 'win32'
 torchtext==0.9.1; sys_platform == 'win32'
 torchaudio==0.8.1; sys_platform == 'win32'
diff --git a/requirements/torch_cu102_linux.txt b/requirements/torch_cu102_linux.txt
index 3bb1cb3a01..01ae49625e 100644
--- a/requirements/torch_cu102_linux.txt
+++ b/requirements/torch_cu102_linux.txt
@@ -1,6 +1,6 @@
 # pip install torch torchvision torchaudio
 -r torch_common.txt
-torch==1.12.0; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.13.0; sys_platform == 'linux'
 torchtext==0.13.0; sys_platform == 'linux'
 torchaudio==0.12.0; sys_platform == 'linux'
diff --git a/requirements/torch_cu102_windows.txt b/requirements/torch_cu102_windows.txt
index fce4f82566..e49da5981f 100644
--- a/requirements/torch_cu102_windows.txt
+++ b/requirements/torch_cu102_windows.txt
@@ -1,7 +1,7 @@
 #pip install torch===1.9.0 torchvision===0.10.0 torchaudio===0.9.0 -f https://download.pytorch.org/whl/torch_stable.html
 --find-links https://download.pytorch.org/whl/torch_stable.html
 -r torch_common.txt
-torch==1.10.0+cu102; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.11.1+cu102; sys_platform == 'win32'
 torchtext==0.11.0; sys_platform == 'win32'
 torchaudio==0.10.0+cu102; sys_platform == 'win32'
diff --git a/requirements/torch_cu111_linux.txt b/requirements/torch_cu111_linux.txt
index 40348b24cb..abcb63dd50 100644
--- a/requirements/torch_cu111_linux.txt
+++ b/requirements/torch_cu111_linux.txt
@@ -1,7 +1,7 @@
-#pip install torch==1.9.0+cu111 torchvision==0.10.0+cu111 torchaudio===0.9.0 -f https://download.pytorch.org/whl/torch_stable.html
+#pip install torch==2.2.0 torchvision==0.10.0+cu111 torchaudio===0.9.0 -f https://download.pytorch.org/whl/torch_stable.html
 --find-links https://download.pytorch.org/whl/torch_stable.html
 -r torch_common.txt
-torch==1.9.0+cu111; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.10.0+cu111; sys_platform == 'linux'
 torchtext==0.10.0; sys_platform == 'linux'
 torchaudio==0.9.0; sys_platform == 'linux'
diff --git a/requirements/torch_cu111_windows.txt b/requirements/torch_cu111_windows.txt
index 7c2a32d87e..3e0c11e426 100644
--- a/requirements/torch_cu111_windows.txt
+++ b/requirements/torch_cu111_windows.txt
@@ -1,7 +1,7 @@
 #pip install torch===1.9.0+cu111 torchvision===0.10.0+cu111 torchaudio===0.9.0 -f https://download.pytorch.org/whl/torch_stable.html
 --find-links https://download.pytorch.org/whl/torch_stable.html
 -r torch_common.txt
-torch==1.9.0+cu111; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.10.0+cu111; sys_platform == 'win32'
 torchtext==0.10.0; sys_platform == 'win32'
 torchaudio==0.9.0; sys_platform == 'win32'
diff --git a/requirements/torch_cu113_linux.txt b/requirements/torch_cu113_linux.txt
index ce966cfac7..cd3075e5c3 100644
--- a/requirements/torch_cu113_linux.txt
+++ b/requirements/torch_cu113_linux.txt
@@ -1,7 +1,7 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113
 --extra-index-url https://download.pytorch.org/whl/cu113
 -r torch_common.txt
-torch==1.12.0+cu113; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.13.0+cu113; sys_platform == 'linux'
 torchtext==0.13.0; sys_platform == 'linux'
 torchaudio==0.12.0+cu113; sys_platform == 'linux'
diff --git a/requirements/torch_cu113_windows.txt b/requirements/torch_cu113_windows.txt
index 19731e99db..35515622a5 100644
--- a/requirements/torch_cu113_windows.txt
+++ b/requirements/torch_cu113_windows.txt
@@ -1,7 +1,7 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113
 --extra-index-url https://download.pytorch.org/whl/cu113
 -r torch_common.txt
-torch==1.12.0+cu113; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.13.0+cu113; sys_platform == 'win32'
 torchtext==0.13.0; sys_platform == 'win32'
 torchaudio==0.12.0+cu113; sys_platform == 'win32'
diff --git a/requirements/torch_cu116_linux.txt b/requirements/torch_cu116_linux.txt
index 702f3bae24..dcce1ddc6a 100644
--- a/requirements/torch_cu116_linux.txt
+++ b/requirements/torch_cu116_linux.txt
@@ -1,7 +1,7 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu116
 --extra-index-url https://download.pytorch.org/whl/cu116
 -r torch_common.txt
-torch==1.13.1+cu116; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.14.1+cu116; sys_platform == 'linux'
 torchtext==0.14.1; sys_platform == 'linux'
 torchaudio==0.13.1+cu116; sys_platform == 'linux'
diff --git a/requirements/torch_cu116_windows.txt b/requirements/torch_cu116_windows.txt
index 92a7d98f9e..4cda7c8147 100644
--- a/requirements/torch_cu116_windows.txt
+++ b/requirements/torch_cu116_windows.txt
@@ -1,7 +1,7 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu116
 --extra-index-url https://download.pytorch.org/whl/cu116
 -r torch_common.txt
-torch==1.13.1+cu116; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.14.1+cu116; sys_platform == 'win32'
 torchtext==0.14.1; sys_platform == 'win32'
 torchaudio==0.13.1+cu116; sys_platform == 'win32'
diff --git a/requirements/torch_cu117_linux.txt b/requirements/torch_cu117_linux.txt
index ebfa68c47c..36bd767e85 100644
--- a/requirements/torch_cu117_linux.txt
+++ b/requirements/torch_cu117_linux.txt
@@ -1,7 +1,7 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117
 --extra-index-url https://download.pytorch.org/whl/cu117
 -r torch_common.txt
-torch==2.0.1+cu117; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.15.2+cu117; sys_platform == 'linux'
 torchtext==0.15.2; sys_platform == 'linux'
 torchaudio==2.0.2+cu117; sys_platform == 'linux'
diff --git a/requirements/torch_cu117_windows.txt b/requirements/torch_cu117_windows.txt
index 03debbb6e5..b3af633433 100644
--- a/requirements/torch_cu117_windows.txt
+++ b/requirements/torch_cu117_windows.txt
@@ -1,7 +1,7 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu117
 --extra-index-url https://download.pytorch.org/whl/cu117
 -r torch_common.txt
-torch==2.0.1+cu117; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.15.2+cu117; sys_platform == 'win32'
 torchtext==0.15.2; sys_platform == 'win32'
 torchaudio==2.0.2+cu117; sys_platform == 'win32'
diff --git a/requirements/torch_cu118_linux.txt b/requirements/torch_cu118_linux.txt
index cbc6a4882b..6aa3a40779 100644
--- a/requirements/torch_cu118_linux.txt
+++ b/requirements/torch_cu118_linux.txt
@@ -1,6 +1,6 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu118
 --extra-index-url https://download.pytorch.org/whl/cu118
 -r torch_common.txt
-torch==2.4.0+cu118; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.19.0+cu118; sys_platform == 'linux'
 torchaudio==2.4.0+cu118; sys_platform == 'linux'
diff --git a/requirements/torch_cu118_windows.txt b/requirements/torch_cu118_windows.txt
index ce336c8219..aabed343e1 100644
--- a/requirements/torch_cu118_windows.txt
+++ b/requirements/torch_cu118_windows.txt
@@ -1,6 +1,6 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu118
 --extra-index-url https://download.pytorch.org/whl/cu118
 -r torch_common.txt
-torch==2.4.0+cu118; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.19.0+cu118; sys_platform == 'win32'
 torchaudio==2.4.0+cu118; sys_platform == 'win32'
diff --git a/requirements/torch_cu121_linux.txt b/requirements/torch_cu121_linux.txt
index f46997e816..eb9446c891 100644
--- a/requirements/torch_cu121_linux.txt
+++ b/requirements/torch_cu121_linux.txt
@@ -1,6 +1,6 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121
 --extra-index-url https://download.pytorch.org/whl/cu121
 -r torch_common.txt
-torch==2.4.0+cu121; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.19.0+cu121; sys_platform == 'linux'
 torchaudio==2.4.0+cu121; sys_platform == 'linux'
diff --git a/requirements/torch_cu121_windows.txt b/requirements/torch_cu121_windows.txt
index 4d7d23943f..24e1451b10 100644
--- a/requirements/torch_cu121_windows.txt
+++ b/requirements/torch_cu121_windows.txt
@@ -1,6 +1,6 @@
 #pip install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu121
 --extra-index-url https://download.pytorch.org/whl/cu121
 -r torch_common.txt
-torch==2.4.0+cu121; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.19.0+cu121; sys_platform == 'win32'
 torchaudio==2.4.0+cu121; sys_platform == 'win32'
diff --git a/requirements/torch_cu92.txt b/requirements/torch_cu92.txt
index 3867de905e..7b0337a9b6 100644
--- a/requirements/torch_cu92.txt
+++ b/requirements/torch_cu92.txt
@@ -1,5 +1,5 @@
 -r torch_common.txt
-torch==1.8.1+cu92
+torch==2.2.0
 torchvision==0.9.1+cu92
 torchtext==0.9.1
 torchaudio==0.8.1
diff --git a/requirements/torch_cu92_linux.txt b/requirements/torch_cu92_linux.txt
index f93cb590c6..ba433e5cda 100644
--- a/requirements/torch_cu92_linux.txt
+++ b/requirements/torch_cu92_linux.txt
@@ -1,7 +1,7 @@
-#pip install torch==1.8.1+cu92 torchvision==0.9.1+cu92 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
+#pip install torch==2.2.0 torchvision==0.9.1+cu92 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
 --find-links https://download.pytorch.org/whl/torch_stable.html
 -r torch_common.txt
-torch==1.8.1+cu92; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.9.1+cu92; sys_platform == 'linux'
 torchtext==0.9.1; sys_platform == 'linux'
 torchaudio==0.8.1; sys_platform == 'linux'
diff --git a/requirements/torch_darwin.txt b/requirements/torch_darwin.txt
index b489ad05b8..1b02c1fe78 100644
--- a/requirements/torch_darwin.txt
+++ b/requirements/torch_darwin.txt
@@ -1,6 +1,6 @@
 #pip install torch torchvision torchaudio
 --extra-index-url https://download.pytorch.org/whl/cpu
 -r torch_common.txt
-torch==2.4.0; sys_platform == 'darwin'
+torch==2.2.0; sys_platform == 'darwin'
 torchvision==0.19.0; sys_platform == 'darwin'
 torchaudio==2.4.0; sys_platform == 'darwin'
diff --git a/requirements/torch_linux.txt b/requirements/torch_linux.txt
index 37630b7a8c..fcac79a4e3 100644
--- a/requirements/torch_linux.txt
+++ b/requirements/torch_linux.txt
@@ -1,6 +1,6 @@
 #pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
 --extra-index-url https://download.pytorch.org/whl/cpu
 -r torch_common.txt
-torch==2.4.0+cpu; sys_platform == 'linux'
+torch==2.2.0; sys_platform == 'linux'
 torchvision==0.19.0+cpu; sys_platform == 'linux'
 torchaudio==2.4.0+cpu; sys_platform == 'linux'
diff --git a/requirements/torch_linux_aarch64.txt b/requirements/torch_linux_aarch64.txt
index a70a6b36ae..5eaf428676 100644
--- a/requirements/torch_linux_aarch64.txt
+++ b/requirements/torch_linux_aarch64.txt
@@ -1,6 +1,6 @@
 #pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cpu
 --extra-index-url https://download.pytorch.org/whl/cpu
 -r torch_common.txt
-torch==2.4.0; sys_platform == 'linux' and platform_machine == 'aarch64'
+torch==2.2.0; sys_platform == 'linux' and platform_machine == 'aarch64'
 torchvision==0.19.0; sys_platform == 'linux' and platform_machine == 'aarch64'
 torchaudio==2.4.0; sys_platform == 'linux' and platform_machine == 'aarch64'
diff --git a/requirements/torch_neuronx_linux.txt b/requirements/torch_neuronx_linux.txt
index 4e549c0c06..859ed2e9f9 100644
--- a/requirements/torch_neuronx_linux.txt
+++ b/requirements/torch_neuronx_linux.txt
@@ -1,6 +1,6 @@
 --extra-index-url https://download.pytorch.org/whl/cpu
 -r torch_common.txt
-torch==2.1.2+cpu
+torch==2.2.0
 torchvision==0.16.2+cpu
 torchtext==0.16.2
 torchaudio==2.1.2+cpu
diff --git a/requirements/torch_windows.txt b/requirements/torch_windows.txt
index c82ee2df8d..de935df9e8 100644
--- a/requirements/torch_windows.txt
+++ b/requirements/torch_windows.txt
@@ -1,6 +1,6 @@
 #pip install torch torchvision torchaudio
 --extra-index-url https://download.pytorch.org/whl/cpu
 -r torch_common.txt
-torch==2.4.0; sys_platform == 'win32'
+torch==2.2.0; sys_platform == 'win32'
 torchvision==0.19.0; sys_platform == 'win32'
 torchaudio==2.4.0; sys_platform == 'win32'