diff --git a/crates/burn-compute/src/channel/base.rs b/crates/burn-compute/src/channel/base.rs
index 14e1a8e2c..b11bdbb91 100644
--- a/crates/burn-compute/src/channel/base.rs
+++ b/crates/burn-compute/src/channel/base.rs
@@ -1,4 +1,7 @@
-use crate::server::{Binding, ComputeServer, Handle};
+use crate::{
+    server::{Binding, ComputeServer, Handle},
+    storage::ComputeStorage,
+};
 use alloc::vec::Vec;
 use burn_common::reader::Reader;
 
@@ -8,6 +11,12 @@ pub trait ComputeChannel<Server: ComputeServer>: Clone + core::fmt::Debug + Send
     /// Given a binding, returns owned resource as bytes
     fn read(&self, binding: Binding<Server>) -> Reader<Vec<u8>>;
 
+    /// Given a resource handle, return the storage resource.
+    fn get_resource(
+        &self,
+        binding: Binding<Server>,
+    ) -> <Server::Storage as ComputeStorage>::Resource;
+
     /// Given a resource as bytes, stores it and returns the resource handle
     fn create(&self, data: &[u8]) -> Handle<Server>;
 
diff --git a/crates/burn-compute/src/channel/cell.rs b/crates/burn-compute/src/channel/cell.rs
index 769f6bcc0..c41f895fd 100644
--- a/crates/burn-compute/src/channel/cell.rs
+++ b/crates/burn-compute/src/channel/cell.rs
@@ -1,5 +1,6 @@
 use super::ComputeChannel;
 use crate::server::{Binding, ComputeServer, Handle};
+use crate::storage::ComputeStorage;
 use alloc::sync::Arc;
 use alloc::vec::Vec;
 use burn_common::reader::Reader;
@@ -46,6 +47,13 @@ where
         self.server.borrow_mut().read(binding)
     }
 
+    fn get_resource(
+        &self,
+        binding: Binding<Server>,
+    ) -> <Server::Storage as ComputeStorage>::Resource {
+        self.server.borrow_mut().get_resource(binding)
+    }
+
     fn create(&self, resource: &[u8]) -> Handle<Server> {
         self.server.borrow_mut().create(resource)
     }
diff --git a/crates/burn-compute/src/channel/mpsc.rs b/crates/burn-compute/src/channel/mpsc.rs
index 689c2d578..6ca9e96a7 100644
--- a/crates/burn-compute/src/channel/mpsc.rs
+++ b/crates/burn-compute/src/channel/mpsc.rs
@@ -6,7 +6,10 @@ use std::{
 use burn_common::reader::Reader;
 
 use super::ComputeChannel;
-use crate::server::{Binding, ComputeServer, Handle};
+use crate::{
+    server::{Binding, ComputeServer, Handle},
+    storage::ComputeStorage,
+};
 
 /// Create a channel using the [multi-producer, single-consumer channel](mpsc) to communicate with
 /// the compute server spawn on its own thread.
@@ -34,6 +37,10 @@ where
     Server: ComputeServer,
 {
     Read(Binding<Server>, Callback<Reader<Vec<u8>>>),
+    GetResource(
+        Binding<Server>,
+        Callback<<Server::Storage as ComputeStorage>::Resource>,
+    ),
     Create(Vec<u8>, Callback<Handle<Server>>),
     Empty(usize, Callback<Handle<Server>>),
     ExecuteKernel(Server::Kernel, Vec<Binding<Server>>),
@@ -55,6 +62,10 @@ where
                         let data = server.read(binding);
                         callback.send(data).unwrap();
                     }
+                    Message::GetResource(binding, callback) => {
+                        let data = server.get_resource(binding);
+                        callback.send(data).unwrap();
+                    }
                     Message::Create(data, callback) => {
                         let handle = server.create(&data);
                         callback.send(handle).unwrap();
@@ -103,6 +114,20 @@ where
         self.response(response)
     }
 
+    fn get_resource(
+        &self,
+        binding: Binding<Server>,
+    ) -> <Server::Storage as ComputeStorage>::Resource {
+        let (callback, response) = mpsc::channel();
+
+        self.state
+            .sender
+            .send(Message::GetResource(binding, callback))
+            .unwrap();
+
+        self.response(response)
+    }
+
     fn create(&self, data: &[u8]) -> Handle<Server> {
         let (callback, response) = mpsc::channel();
 
diff --git a/crates/burn-compute/src/channel/mutex.rs b/crates/burn-compute/src/channel/mutex.rs
index 422539829..e6db60904 100644
--- a/crates/burn-compute/src/channel/mutex.rs
+++ b/crates/burn-compute/src/channel/mutex.rs
@@ -1,5 +1,6 @@
 use super::ComputeChannel;
 use crate::server::{Binding, ComputeServer, Handle};
+use crate::storage::ComputeStorage;
 use alloc::sync::Arc;
 use alloc::vec::Vec;
 use burn_common::reader::Reader;
@@ -39,6 +40,13 @@ where
         self.server.lock().read(handle)
     }
 
+    fn get_resource(
+        &self,
+        binding: Binding<Server>,
+    ) -> <Server::Storage as ComputeStorage>::Resource {
+        self.server.lock().get_resource(binding)
+    }
+
     fn create(&self, data: &[u8]) -> Handle<Server> {
         self.server.lock().create(data)
     }
diff --git a/crates/burn-compute/src/client.rs b/crates/burn-compute/src/client.rs
index d3ae348f2..b8ea92434 100644
--- a/crates/burn-compute/src/client.rs
+++ b/crates/burn-compute/src/client.rs
@@ -1,6 +1,7 @@
 use crate::{
     channel::ComputeChannel,
     server::{Binding, ComputeServer, Handle},
+    storage::ComputeStorage,
     tune::{AutotuneOperationSet, Tuner},
 };
 use alloc::vec::Vec;
@@ -44,6 +45,14 @@ where
         self.channel.read(binding)
     }
 
+    /// Given a resource handle, returns the storage resource.
+    pub fn get_resource(
+        &self,
+        binding: Binding<Server>,
+    ) -> <Server::Storage as ComputeStorage>::Resource {
+        self.channel.get_resource(binding)
+    }
+
     /// Given a resource, stores it and returns the resource handle.
     pub fn create(&self, data: &[u8]) -> Handle<Server> {
         self.channel.create(data)
diff --git a/crates/burn-compute/src/server.rs b/crates/burn-compute/src/server.rs
index 3ce2c738a..aa0360815 100644
--- a/crates/burn-compute/src/server.rs
+++ b/crates/burn-compute/src/server.rs
@@ -27,6 +27,12 @@ where
     /// Given a handle, returns the owned resource as bytes.
     fn read(&mut self, binding: Binding<Self>) -> Reader<Vec<u8>>;
 
+    /// Given a resource handle, returns the storage resource.
+    fn get_resource(
+        &mut self,
+        binding: Binding<Self>,
+    ) -> <Self::Storage as ComputeStorage>::Resource;
+
     /// Given a resource as bytes, stores it and returns the memory handle.
     fn create(&mut self, data: &[u8]) -> Handle<Self>;
 
diff --git a/crates/burn-compute/tests/dummy/server.rs b/crates/burn-compute/tests/dummy/server.rs
index 77b78c036..c49d2e067 100644
--- a/crates/burn-compute/tests/dummy/server.rs
+++ b/crates/burn-compute/tests/dummy/server.rs
@@ -2,10 +2,9 @@ use std::sync::Arc;
 
 use burn_common::reader::Reader;
 use burn_compute::{
-    memory_management::simple::SimpleMemoryManagement,
-    memory_management::{MemoryHandle, MemoryManagement},
+    memory_management::{simple::SimpleMemoryManagement, MemoryHandle, MemoryManagement},
     server::{Binding, ComputeServer, Handle},
-    storage::BytesStorage,
+    storage::{BytesResource, BytesStorage},
 };
 use derive_new::new;
 
@@ -33,6 +32,10 @@ where
         Reader::Concrete(bytes.read().to_vec())
     }
 
+    fn get_resource(&mut self, binding: Binding<Self>) -> BytesResource {
+        self.memory_management.get(binding.memory)
+    }
+
     fn create(&mut self, data: &[u8]) -> Handle<Self> {
         let handle = self.memory_management.reserve(data.len());
         let resource = self.memory_management.get(handle.clone().binding());
diff --git a/crates/burn-cuda/src/compute/server.rs b/crates/burn-cuda/src/compute/server.rs
index eb83a0d7a..c49cbb22e 100644
--- a/crates/burn-cuda/src/compute/server.rs
+++ b/crates/burn-cuda/src/compute/server.rs
@@ -114,6 +114,14 @@ impl<MM: MemoryManagement<CudaStorage>> ComputeServer for CudaServer<MM> {
         let ctx = self.get_context();
         ctx.sync();
     }
+
+    fn get_resource(
+        &mut self,
+        binding: server::Binding<Self>,
+    ) -> <Self::Storage as burn_compute::storage::ComputeStorage>::Resource {
+        let ctx = self.get_context();
+        ctx.memory_management.get(binding.memory)
+    }
 }
 
 impl<MM: MemoryManagement<CudaStorage>> CudaContext<MM> {
diff --git a/crates/burn-wgpu/src/compute/server.rs b/crates/burn-wgpu/src/compute/server.rs
index 56873cfc4..7c52fa6e7 100644
--- a/crates/burn-wgpu/src/compute/server.rs
+++ b/crates/burn-wgpu/src/compute/server.rs
@@ -218,6 +218,13 @@ where
         Reader::Concrete(self.buffer_reader(binding).read(&self.device))
     }
 
+    fn get_resource(
+        &mut self,
+        binding: server::Binding<Self>,
+    ) -> <Self::Storage as burn_compute::storage::ComputeStorage>::Resource {
+        self.memory_management.get(binding.memory)
+    }
+
     /// When we create a new handle from existing data, we use custom allocations so that we don't
     /// have to execute the current pending tasks.
     ///