Update (base update)

[ghstack-poisoned]

Author: Vincent Moens

.github/unittest/linux_examples/scripts/run_all.sh

@@ -150,15 +150,15 @@ git submodule sync && git submodule update --init --recursive
 printf "Installing PyTorch with %s\n" "${CU_VERSION}"
 if [[ "$TORCH_VERSION" == "nightly" ]]; then
   if [ "${CU_VERSION:-}" == cpu ] ; then
-      pip3 install --pre torch torchvision numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/nightly/cpu -U
+      pip3 install --pre torch torchvision numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/nightly/cpu -U
   else
-      pip3 install --pre torch torchvision numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/nightly/$CU_VERSION
+      pip3 install --pre torch torchvision numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/nightly/$CU_VERSION
   fi
 elif [[ "$TORCH_VERSION" == "stable" ]]; then
     if [ "${CU_VERSION:-}" == cpu ] ; then
-      pip3 install torch torchvision numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/cpu
+      pip3 install torch torchvision numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/cpu
   else
-      pip3 install torch torchvision numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/$CU_VERSION
+      pip3 install torch torchvision numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/$CU_VERSION
   fi
 else
   printf "Failed to install pytorch"

.github/unittest/linux_libs/scripts_rlhf/install.sh

@@ -31,15 +31,15 @@ git submodule sync && git submodule update --init --recursive
 printf "Installing PyTorch with cu121"
 if [[ "$TORCH_VERSION" == "nightly" ]]; then
   if [ "${CU_VERSION:-}" == cpu ] ; then
-      pip3 install --pre torch numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/nightly/cpu -U
+      pip3 install --pre torch numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/nightly/cpu -U
   else
-      pip3 install --pre torch numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/nightly/cu121 -U
+      pip3 install --pre torch numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/nightly/cu121 -U
   fi
 elif [[ "$TORCH_VERSION" == "stable" ]]; then
     if [ "${CU_VERSION:-}" == cpu ] ; then
-      pip3 install torch numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/cpu
+      pip3 install torch numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/cpu
   else
-      pip3 install torch numpy==1.26.4 numpy-base<2.0 --index-url https://download.pytorch.org/whl/cu121
+      pip3 install torch numpy==1.26.4 numpy-base==1.26.4 --index-url https://download.pytorch.org/whl/cu121
   fi
 else
   printf "Failed to install pytorch"

torchrl/__init__.py

@@ -54,11 +54,14 @@
 
 _THREAD_POOL_INIT = torch.get_num_threads()
 
+
 # monkey-patch dist transforms until https://github.com/pytorch/pytorch/pull/135001/ finds a home
 @property
-def inv(self):
-    """
+def _inv(self):
+    """Patched version of Transform.inv.
+
     Returns the inverse :class:`Transform` of this transform.
+
     This should satisfy ``t.inv.inv is t``.
     """
     inv = None
@@ -71,11 +74,11 @@ def inv(self):
     return inv
 
 
-torch.distributions.transforms.Transform.inv = inv
+torch.distributions.transforms.Transform.inv = _inv
 
 
 @property
-def inv(self):
+def _inv(self):
     inv = None
     if self._inv is not None:
         inv = self._inv()
@@ -91,4 +94,4 @@ def inv(self):
     return inv
 
 
-ComposeTransform.inv = inv
+ComposeTransform.inv = _inv