diff --git a/Cargo.toml b/Cargo.toml
index 841314f9..850681e2 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -41,6 +41,7 @@ nnapi = { version = "0.2", optional = true }
 ndk-sys = {version = "0.4", features=["test"], optional = true}
 
 serde = { version = "1.0", features = ["derive"], optional = true }
+serde_json = { version = "1", optional = true }
 
 [build-dependencies]
 #min-cl = { path="../min-cl", optional=true }
@@ -49,7 +50,7 @@ min-cl = { git = "https://github.com/elftausend/min-cl", optional = true }
 
 [features]
 # default = ["cpu", "autograd", "macro"]
-default = ["cpu", "lazy", "static-api", "opencl", "graph", "autograd", "fork"]
+default = ["cpu", "lazy", "static-api", "opencl", "graph", "autograd", "fork", "serde", "json"]
 
 cpu = []
 opencl = ["dep:min-cl", "cpu", "cached"]
@@ -76,6 +77,7 @@ vulkan = ["dep:ash", "dep:naga", "wgsl"]
 wgsl = []
 
 serde = ["dep:serde"]
+json = ["dep:serde_json"]
 
 [dev-dependencies]
 custos-macro = {git = "https://github.com/elftausend/custos-macro"}
diff --git a/src/cache/location_hasher.rs b/src/cache/location_hasher.rs
index e59130bd..db2e0cdd 100644
--- a/src/cache/location_hasher.rs
+++ b/src/cache/location_hasher.rs
@@ -35,6 +35,7 @@ impl core::hash::Hasher for LocationHasher {
 }
 
 #[derive(Debug, Clone, Copy, Eq)]
+#[cfg_attr(feature = "serde", derive(serde::Serialize, serde::Deserialize))]
 pub struct HashLocation<'a> {
     pub file: &'a str,
     pub line: u32,
diff --git a/src/modules/fork.rs b/src/modules/fork.rs
index d4d14f4c..cfca302c 100644
--- a/src/modules/fork.rs
+++ b/src/modules/fork.rs
@@ -13,7 +13,10 @@ mod use_gpu_or_cpu;
 pub use analyzation::Analyzation;
 pub use use_gpu_or_cpu::*;
 
+
+#[cfg_attr(feature = "serde", derive(serde::Serialize))]
 pub struct Fork<Mods> {
+    #[cfg_attr(feature = "serde", serde(skip))]
     pub modules: Mods,
     pub gpu_or_cpu: RefCell<
         HashMap<HashLocation<'static>, BinaryHeap<Analyzation>, BuildHasherDefault<LocationHasher>>,
@@ -52,6 +55,38 @@ impl<Mods: Module<D>, D: Device> Module<D> for Fork<Mods> {
         }
     }
 }
+
+#[cfg(all(feature = "serde", not(feature = "no-std")))]
+impl<Mods> Fork<Mods> {
+    #[inline]
+    pub fn load_from_deserializer<D: serde::Deserializer<'static>>(&mut self, deserializer: D) -> Result<(), D::Error> {
+        use serde::Deserialize;
+
+        self.gpu_or_cpu = RefCell::new(HashMap::deserialize(deserializer)?);
+        Ok(())
+    }
+
+    #[cfg(feature = "json")]
+    #[inline]
+    pub fn save_as_json(&self, path: impl AsRef<std::path::Path>) -> crate::Result<()> {
+        serde_json::to_writer(std::fs::File::open(path)?, self)?;
+        Ok(())
+    }
+
+    #[cfg(feature = "json")]
+    #[inline]
+    pub fn load_from_json_read(&mut self, reader: impl std::io::Read) -> serde_json::Result<()> {
+        self.load_from_deserializer(&mut serde_json::Deserializer::from_reader(reader))
+    }
+    
+    #[cfg(feature = "json")]
+    #[inline]
+    pub fn load_from_json(&mut self, path: impl AsRef<std::path::Path>) -> crate::Result<()> {
+        self.load_from_json_read(std::fs::File::open(path)?)?;
+        Ok(())
+    }
+}
+
 pub trait ForkSetup {
     #[inline]
     fn fork_setup(&mut self) {}
@@ -394,4 +429,36 @@ mod tests {
             assert_eq!(&analyzations[0].input_lengths, &[6]);
         }
     }
+
+    #[cfg(feature = "json")]
+    #[cfg(feature = "serde")]
+    #[cfg(feature = "cpu")]
+    #[test]
+    fn test_fork_deserialize() {
+        use serde::Serialize;
+
+        let device = OpenCL::<Fork<Cached<Base>>>::new(0).unwrap();
+        if !device.unified_mem() {
+            return;
+        }
+        let buf = device.buffer([1, 2, 4, 5, 6, 7]);
+        let out = device.apply_fn(&buf, |x| x.add(3));
+        assert_eq!(out.read(), [4, 5, 7, 8, 9, 10]);
+
+        for _ in 0..100 {
+            let _out = device.apply_fn(&buf, |x| x.add(3));
+            let gpu_or_cpu = device.modules.gpu_or_cpu.borrow();
+            let (_, operations) = gpu_or_cpu.iter().next().unwrap();
+            assert_eq!(operations.len(), 2);
+            let analyzations = operations.iter().cloned().collect::<Vec<Analyzation>>();
+            assert_eq!(&analyzations[0].input_lengths, &[6]);
+        }
+
+        let mut json = vec![0,];
+        let mut serializer = serde_json::Serializer::new(&mut json);
+        device.modules.serialize(&mut serializer).unwrap();
+        println!("json: {json:?}");
+        // device.modules.save_as_json(".")
+    }
+
 }
diff --git a/src/modules/fork/analyzation.rs b/src/modules/fork/analyzation.rs
index 076b1eaa..563886de 100644
--- a/src/modules/fork/analyzation.rs
+++ b/src/modules/fork/analyzation.rs
@@ -1,6 +1,7 @@
 use core::time::Duration;
 
 #[derive(Debug, PartialEq, Eq, Clone)]
+#[cfg_attr(feature = "serde", derive(serde::Serialize, serde::Deserialize))]
 pub struct Analyzation {
     pub input_lengths: Vec<usize>,
     pub output_lengths: Vec<usize>,