diff --git a/python/src/main.cpp b/python/src/main.cpp
index 6f99a193b..cb538112b 100644
--- a/python/src/main.cpp
+++ b/python/src/main.cpp
@@ -23,8 +23,7 @@ PYBIND11_MODULE(kp, m) {
 
     py::module_ np = py::module_::import("numpy");
 
-
-    py::enum_<kp::Tensor::TensorTypes>(m, "TensorTypes", DOC(kp, Tensor, TensorTypes))
+    py::enum_<kp::Tensor::TensorTypes>(m, "TensorTypes")
         .value("device", kp::Tensor::TensorTypes::eDevice, "Tensor holding data in GPU memory.")
         .value("host", kp::Tensor::TensorTypes::eHost, "Tensor used for CPU visible GPU data.")
         .value("storage", kp::Tensor::TensorTypes::eStorage, "Tensor with host visible gpu memory.")
@@ -53,20 +52,28 @@ PYBIND11_MODULE(kp, m) {
             py::arg("sources"), py::arg("files") = std::vector<std::string>(), py::arg("entryPoint") = "main", py::arg("definitions") = std::vector<std::pair<std::string,std::string>>() );
 #endif // KOMPUTE_DISABLE_SHADER_UTILS
 
+    py::class_<kp::OpBase, std::shared_ptr<kp::OpBase>>(m, "OpBase");
+
+    py::class_<kp::OpTensorSyncDevice, std::shared_ptr<kp::OpTensorSyncDevice>>(m, "OpTensorSyncDevice")
+        .def(py::init<const std::vector<std::shared_ptr<kp::Tensor>>&>());
+
+    py::class_<kp::OpTensorSyncLocal, std::shared_ptr<kp::OpTensorSyncLocal>>(m, "OpTensorSyncLocal")
+        .def(py::init<const std::vector<std::shared_ptr<kp::Tensor>>&>());
+
+    py::class_<kp::OpTensorCopy, std::shared_ptr<kp::OpTensorCopy>>(m, "OpTensorCopy")
+        .def(py::init<const std::vector<std::shared_ptr<kp::Tensor>>&>());
+
+    py::class_<kp::OpAlgoDispatch, std::shared_ptr<kp::OpAlgoDispatch>>(m, "OpAlgoDispatch")
+        .def(py::init<const std::shared_ptr<kp::Algorithm>&, bool>());
+
+    py::class_<kp::Algorithm, std::shared_ptr<kp::Algorithm>>(m, "Algorithm")
+        .def("get_tensors", &kp::Algorithm::getTensors)
+        .def("destroy", &kp::Algorithm::destroy)
+        .def("get_spec_consts", &kp::Algorithm::getSpecializationConstants)
+        .def("get_push_consts", &kp::Algorithm::getPushConstants)
+        .def("is_init", &kp::Algorithm::isInit);
+
     py::class_<kp::Tensor, std::shared_ptr<kp::Tensor>>(m, "Tensor", DOC(kp, Tensor))
-        .def(py::init(
-            [np](const py::array_t<float> data, kp::Tensor::TensorTypes tensor_type) {
-                const py::array_t<float> flatdata = np.attr("ravel")(data);
-                const py::buffer_info info        = flatdata.request();
-                const float* ptr                  = (float*) info.ptr;
-                return std::unique_ptr<kp::Tensor>(
-                    new kp::Tensor(std::vector<float>(ptr, ptr+flatdata.size()), tensor_type)
-                );
-            }), 
-            "Construct Tensor with an array as initial data and an optional kp.TensorType (default:device).",
-            py::arg("data"),
-            py::arg("tensor_type") = kp::Tensor::TensorTypes::eDevice
-            )
         .def("data", &kp::Tensor::data, DOC(kp, Tensor, data))
         .def("numpy", [](kp::Tensor& self) {
                 return py::array(self.data().size(), self.data().data());
@@ -108,218 +115,47 @@ PYBIND11_MODULE(kp, m) {
         .def("map_data_from_host", &kp::Tensor::mapDataFromHostMemory, "Maps data into GPU memory from tensor local data.")
         .def("map_data_into_host", &kp::Tensor::mapDataIntoHostMemory, "Maps data from GPU memory into tensor local data.");
 
-
     py::class_<kp::Sequence, std::shared_ptr<kp::Sequence>>(m, "Sequence")
-        .def("init", &kp::Sequence::init, DOC(kp, Sequence, init))
-        
-        // record
-        .def("begin", &kp::Sequence::begin, DOC(kp, Sequence, begin))
-        .def("end", &kp::Sequence::end, DOC(kp, Sequence, end))
-        
-        // eval
-        .def("eval", &kp::Sequence::eval, DOC(kp, Sequence, eval))
-        .def("eval_async", &kp::Sequence::evalAsync, DOC(kp, Sequence, evalAsync))
-        .def("eval_await", &kp::Sequence::evalAwait, DOC(kp, Sequence, evalAwait))
-        
-        // status
-        .def("is_running", &kp::Sequence::isRunning, DOC(kp, Sequence, isRunning))
-        .def("is_rec", &kp::Sequence::isRecording, DOC(kp, Sequence, isRecording))
-        .def("is_init", &kp::Sequence::isInit, DOC(kp, Sequence, isInit))
-        
-        // record
-        .def("record_tensor_copy", &kp::Sequence::record<kp::OpTensorCopy>, DOC(kp, Sequence, record))
-        .def("record_tensor_sync_device", &kp::Sequence::record<kp::OpTensorSyncDevice>,
-            "Records operation to sync tensor from local memory to GPU memory")
-        .def("record_tensor_sync_local", &kp::Sequence::record<kp::OpTensorSyncLocal>,
-            "Records operation to sync tensor(s) from GPU memory to local memory")
-        .def("record_algo_file", &kp::Sequence::record<
-                                    kp::OpAlgoCreate,
-                                    const std::string&,
-                                    kp::Workgroup,
-                                    kp::Constants>,
-        "Records an operation using a custom shader provided from a shader path",
-            py::arg("tensors"), py::arg("data"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        .def("record_algo_data", [](kp::Sequence &self,
-                                    std::vector<std::shared_ptr<kp::Tensor>> tensors,
-                                    py::bytes &bytes,
-                                    kp::Workgroup workgroup,
-                                    kp::Constants constants) -> bool {
-                // Bytes have to be converted into std::vector
-                py::buffer_info info(py::buffer(bytes).request());
-                const char *data = reinterpret_cast<const char *>(info.ptr);
-                size_t length = static_cast<size_t>(info.size);
-                return self.record<kp::OpAlgoCreate>(
-                    tensors, std::vector<uint32_t>((uint32_t*)data, (uint32_t*)(data + length)), workgroup, constants);
-            },
-            "Records an operation using a custom shader provided as spirv bytes",
-            py::arg("tensors"), py::arg("bytes"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() );
+        .def("record", [](kp::Sequence& self, std::shared_ptr<kp::OpBase> op) { return self.record(op); })
+        .def("eval", [](kp::Sequence& self) { return self.eval(); })
+        .def("eval", [](kp::Sequence& self, std::shared_ptr<kp::OpBase> op) { return self.eval(op); })
+        .def("eval_async", [](kp::Sequence& self) { return self.eval(); })
+        .def("eval_async", [](kp::Sequence& self, std::shared_ptr<kp::OpBase> op) { return self.evalAsync(op); })
+        .def("eval_await", [](kp::Sequence& self) { return self.evalAwait(); })
+        .def("eval_await", [](kp::Sequence& self, uint32_t wait) { return self.evalAwait(wait); })
+        .def("is_recording", &kp::Sequence::isRecording)
+        .def("is_running", &kp::Sequence::isRunning)
+        .def("is_init", &kp::Sequence::isInit)
+        .def("clear", &kp::Sequence::clear)
+        .def("destroy", &kp::Sequence::destroy);
 
-
-    py::class_<kp::Manager>(m, "Manager")
-        .def(py::init(), "Default initializer uses device 0 and first compute compatible GPU queueFamily")
-        .def(py::init(
-            [](uint32_t physicalDeviceIndex) {
-                return std::unique_ptr<kp::Manager>(new kp::Manager(physicalDeviceIndex));
-            }), "Manager initialiser can provide specified device index but will use first compute compatible GPU queueFamily")
-        .def(py::init(
-            [](uint32_t physicalDeviceIndex, const std::vector<uint32_t>& familyQueueIndices) {
-                return std::unique_ptr<kp::Manager>(new kp::Manager(physicalDeviceIndex, familyQueueIndices));
-            }), "Manager initialiser can provide specified device and array of GPU queueFamilies to load.")
-        .def("sequence", &kp::Manager::sequence,
-                py::arg("name") = "", py::arg("queueIndex") = 0, "Get or create a sequence with specific name and specified index of available queues")
-        .def("tensor", &kp::Manager::tensor, 
-                py::arg("data"), py::arg("tensorType") = kp::Tensor::TensorTypes::eDevice, py::arg("syncDataToGPU") = true,
-                "Build and initialise tensor")
-        .def("rebuild", py::overload_cast<std::vector<std::shared_ptr<kp::Tensor>>, bool>(&kp::Manager::rebuild),
-                py::arg("tensors"), py::arg("syncDataToGPU") = true,
-                "Build and initialise list of tensors")
-        .def("rebuild", py::overload_cast<std::shared_ptr<kp::Tensor>, bool>(&kp::Manager::rebuild),
-                py::arg("tensor"), py::arg("syncDataToGPU") = true,
-                "Build and initialise tensor")
-        .def("destroy", py::overload_cast<std::shared_ptr<kp::Tensor>>(&kp::Manager::destroy),
-                py::arg("tensor"), DOC(kp, Manager, destroy))
-        .def("destroy", py::overload_cast<std::vector<std::shared_ptr<kp::Tensor>>>(&kp::Manager::destroy),
-                py::arg("tensors"), DOC(kp, Manager, destroy, 2))
-        .def("destroy", py::overload_cast<std::vector<std::shared_ptr<kp::Sequence>>>(&kp::Manager::destroy),
-                py::arg("sequences"), DOC(kp, Manager, destroy, 3))
-        .def("destroy", py::overload_cast<std::shared_ptr<kp::Sequence>>(&kp::Manager::destroy),
-                py::arg("sequence"), DOC(kp, Manager, destroy, 4))
-        .def("destroy", py::overload_cast<const std::string &>(&kp::Manager::destroy),
-                py::arg("sequenceName"), DOC(kp, Manager, destroy, 5))
-        .def("destroy", py::overload_cast<const std::vector<std::string>&>(&kp::Manager::destroy),
-                py::arg("sequenceNames"), DOC(kp, Manager, destroy, 6))
-        // temporary backwards compatibility
-        .def("eval_tensor_create_def",[](kp::Manager& self, std::vector<std::shared_ptr<kp::Tensor>> tensors, bool syncDataToGPU) -> void {
-                    kp_error("IMPORTANT: eval_tensor_create_def is depricated! Please use Manager.rebuild instead as function will be removed soon.");
-                    self.rebuild(tensors, syncDataToGPU);
-                },
-                py::arg("tensors"), py::arg("syncDataToGPU") = true,
-                "Temporary backwards compatibility for tensor creation function which will be removed in the next version.")
-
-        // Await functions
-        .def("eval_await", &kp::Manager::evalOpAwait,
-                py::arg("sequenceName"), py::arg("waitFor") = UINT64_MAX,
-                "Awaits for asynchronous operation on a named Sequence")
-        .def("eval_await_def", &kp::Manager::evalOpAwaitDefault,
-                py::arg("waitFor") = UINT64_MAX, "Awaits for asynchronous operation on the last anonymous Sequence created")
-        
-        // eval default
-        .def("eval_tensor_copy_def", &kp::Manager::evalOpDefault<kp::OpTensorCopy>,
-            "Evaluates operation to copy one tensor to one or many tensors with new anonymous Sequence")
-        .def("eval_tensor_sync_device_def", &kp::Manager::evalOpDefault<kp::OpTensorSyncDevice>,
-            "Evaluates operation to sync tensor from local memory to GPU memory with new anonymous Sequence")
-        .def("eval_tensor_sync_local_def", &kp::Manager::evalOpDefault<kp::OpTensorSyncLocal>,
-            "Evaluates operation to sync tensor(s) from GPU memory to local memory with new anonymous Sequence")
-        .def("eval_algo_file_def", &kp::Manager::evalOpDefault<
-                                    kp::OpAlgoCreate,
-                                    const std::string&,
-                                    kp::Workgroup,
-                                    kp::Constants>,
-            "Evaluates an operation using a custom shader provided from a shader path with new anonymous Sequence",
-            py::arg("tensors"), py::arg("data"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        .def("eval_algo_data_def", [](kp::Manager &self,
-                                    std::vector<std::shared_ptr<kp::Tensor>> tensors,
-                                    py::bytes &bytes,
-                                    kp::Workgroup workgroup,
-                                    kp::Constants constants) {
-                // Bytes have to be converted into std::vector
-                py::buffer_info info(py::buffer(bytes).request());
-                const char *data = reinterpret_cast<const char *>(info.ptr);
-                size_t length = static_cast<size_t>(info.size);
-                self.evalOpDefault<kp::OpAlgoCreate>(
-                    tensors, std::vector<uint32_t>((uint32_t*)data, (uint32_t*)(data + length)), workgroup, constants);
+    py::class_<kp::Manager, std::shared_ptr<kp::Manager>>(m, "Manager")
+        .def(py::init())
+        .def(py::init<uint32_t>())
+        .def(py::init<uint32_t,const std::vector<uint32_t>&>())
+        .def("sequence", &kp::Manager::sequence, py::arg("queueIndex") = 0)
+        .def("tensor", [np](kp::Manager& self,
+                            const py::array_t<float> data,
+                            kp::Tensor::TensorTypes tensor_type) {
+                const py::array_t<float> flatdata = np.attr("ravel")(data);
+                const py::buffer_info info        = flatdata.request();
+                const float* ptr                  = (float*) info.ptr;
+                return self.tensor(std::vector<float>(ptr, ptr+flatdata.size()), tensor_type);
             },
-            "Evaluates an operation using a custom shader provided as spirv bytes with new anonymous Sequence",
-            py::arg("tensors"), py::arg("bytes"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        
-        // eval
-        .def("eval_tensor_copy", &kp::Manager::evalOp<kp::OpTensorCopy>,
-            "Evaluates operation to copy one tensor to one or many tensors with explicitly named Sequence")
-        .def("eval_tensor_sync_device", &kp::Manager::evalOp<kp::OpTensorSyncDevice>,
-            "Evaluates operation to sync tensor from local memory to GPU memory with explicitly named Sequence")
-        .def("eval_tensor_sync_local", &kp::Manager::evalOp<kp::OpTensorSyncLocal>,
-            "Evaluates operation to sync tensor(s) from GPU memory to local memory with explicitly named Sequence")
-        .def("eval_algo_file", &kp::Manager::evalOp<
-                                    kp::OpAlgoCreate,
-                                    const std::string&,
-                                    kp::Workgroup,
-                                    kp::Constants>,
-            "Evaluates an operation using a custom shader provided from a shader path with explicitly named Sequence",
-            py::arg("tensors"), py::arg("sequence_name"), py::arg("data"),py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        .def("eval_algo_data", [](kp::Manager &self,
-                                    std::vector<std::shared_ptr<kp::Tensor>> tensors,
-                                    std::string sequenceName,
-                                    py::bytes &bytes,
-                                    kp::Workgroup workgroup,
-                                    kp::Constants constants) {
-                // Bytes have to be converted into std::vector
-                py::buffer_info info(py::buffer(bytes).request());
-                const char *data = reinterpret_cast<const char *>(info.ptr);
-                size_t length = static_cast<size_t>(info.size);
-                self.evalOp<kp::OpAlgoCreate>(
-                    tensors, sequenceName, std::vector<uint32_t>((uint32_t*)data, (uint32_t*)(data + length)), workgroup, constants);
-            },
-            "Evaluates an operation using a custom shader provided as spirv bytes with explicitly named Sequence",
-            py::arg("tensors"), py::arg("sequence_name"), py::arg("bytes"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        
-        // eval async default
-        .def("eval_async_tensor_copy_def", &kp::Manager::evalOpAsyncDefault<kp::OpTensorCopy>,
-            "Evaluates asynchronously operation to copy one tensor to one or many tensors with anonymous Sequence")
-        .def("eval_async_tensor_sync_device_def", &kp::Manager::evalOpAsyncDefault<kp::OpTensorSyncDevice>,
-            "Evaluates asynchronously operation to sync tensor from local memory to GPU memory with anonymous Sequence")
-        .def("eval_async_tensor_sync_local_def", &kp::Manager::evalOpAsyncDefault<kp::OpTensorSyncLocal>,
-            "Evaluates asynchronously operation to sync tensor(s) from GPU memory to local memory with anonymous Sequence")
-        .def("eval_async_algo_file_def", &kp::Manager::evalOpAsyncDefault<
-                                    kp::OpAlgoCreate,
-                                    const std::string&,
-                                    kp::Workgroup,
-                                    kp::Constants>,
-            "Evaluates asynchronously an operation using a custom shader provided from a shader path with anonymous Sequence",
-            py::arg("tensors"), py::arg("data"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        .def("eval_async_algo_data_def", [](kp::Manager &self,
-                                    std::vector<std::shared_ptr<kp::Tensor>> tensors,
-                                    py::bytes &bytes,
-                                    kp::Workgroup workgroup,
-                                    kp::Constants constants) {
-                // Bytes have to be converted into std::vector
-                py::buffer_info info(py::buffer(bytes).request());
-                const char *data = reinterpret_cast<const char *>(info.ptr);
-                size_t length = static_cast<size_t>(info.size);
-                self.evalOpAsyncDefault<kp::OpAlgoCreate>(
-                    tensors, std::vector<uint32_t>((uint32_t*)data, (uint32_t*)(data + length)), workgroup, constants);
-            },
-            "Evaluates asynchronously an operation using a custom shader provided as raw string or spirv bytes with anonymous Sequence",
-            py::arg("tensors"), py::arg("bytes"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        
-        // eval async
-        .def("eval_async_tensor_copy", &kp::Manager::evalOpAsync<kp::OpTensorCopy>,
-            "Evaluates asynchronously operation to copy one tensor to one or many tensors with explicitly named Sequence")
-        .def("eval_async_tensor_sync_device", &kp::Manager::evalOpAsync<kp::OpTensorSyncDevice>,
-            "Evaluates asynchronously operation to sync tensor from local memory to GPU memory with explicitly named Sequence")
-        .def("eval_async_tensor_sync_local", &kp::Manager::evalOpAsync<kp::OpTensorSyncLocal>,
-            "Evaluates asynchronously operation to sync tensor(s) from GPU memory to local memory with explicitly named Sequence")
-        .def("eval_async_algo_file", &kp::Manager::evalOpAsync<
-                                    kp::OpAlgoCreate,
-                                    const std::string&,
-                                    kp::Workgroup,
-                                    kp::Constants>,
-            "Evaluates asynchronously an operation using a custom shader provided from a shader path with explicitly named Sequence",
-            py::arg("tensors"), py::arg("sequence_name"), py::arg("data"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
-        .def("eval_async_algo_data", [](kp::Manager &self,
-                                    std::vector<std::shared_ptr<kp::Tensor>> tensors,
-                                    std::string sequenceName,
-                                    py::bytes &bytes,
-                                    kp::Workgroup workgroup,
-                                    kp::Constants constants) {
-                // Bytes have to be converted into std::vector
-                py::buffer_info info(py::buffer(bytes).request());
-                const char *data = reinterpret_cast<const char *>(info.ptr);
-                size_t length = static_cast<size_t>(info.size);
-                self.evalOpAsync<kp::OpAlgoCreate>(
-                    tensors, sequenceName, std::vector<uint32_t>((uint32_t*)data, (uint32_t*)(data + length)), workgroup, constants);
-            },
-            "Evaluates asynchronously an operation using a custom shader provided as raw string or spirv bytes with explicitly named Sequence",
-            py::arg("tensors"), py::arg("sequence_name"), py::arg("bytes"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() );
+            "Tensor initialisation function with data and tensor type",
+            py::arg("data"), py::arg("tensor_type") = kp::Tensor::TensorTypes::eDevice)
+        .def("algorithm", [](kp::Manager& self,
+                             const std::vector<std::shared_ptr<kp::Tensor>>& tensors,
+                             const py::bytes& spirv,
+                             const kp::Workgroup& workgroup = {},
+                             const kp::Constants& spec_consts = {},
+                             const kp::Constants& push_consts = {}) {
+                    py::buffer_info info(py::buffer(spirv).request());
+                    const char *data = reinterpret_cast<const char *>(info.ptr);
+                    size_t length = static_cast<size_t>(info.size);
+                    std::vector<uint32_t> spirvVec((uint32_t*)data, (uint32_t*)(data + length));
+                    return self.algorithm(tensors, spirvVec, workgroup, spec_consts, push_consts);
+                });
 
 #ifdef VERSION_INFO
     m.attr("__version__") = VERSION_INFO;
diff --git a/python/test/test_kompute.py b/python/test/test_kompute.py
index 2ba4d4868..e923c6393 100644
--- a/python/test/test_kompute.py
+++ b/python/test/test_kompute.py
@@ -7,25 +7,26 @@ import pyshader as ps
 
 DIRNAME = os.path.dirname(os.path.abspath(__file__))
 
-def test_opalgobase_file():
-    """
-    Test basic OpMult operation
-    """
-
-    tensor_in_a = kp.Tensor([2, 2, 2])
-    tensor_in_b = kp.Tensor([1, 2, 3])
-    tensor_out = kp.Tensor([0, 0, 0])
-
-    mgr = kp.Manager()
-    mgr.rebuild([tensor_in_a, tensor_in_b, tensor_out])
-
-    shader_path = os.path.join(DIRNAME, "../../shaders/glsl/opmult.comp.spv")
-
-    mgr.eval_algo_file_def([tensor_in_a, tensor_in_b, tensor_out], shader_path)
-
-    mgr.eval_tensor_sync_local_def([tensor_out])
-
-    assert tensor_out.data() == [2.0, 4.0, 6.0]
+# TODO: Add example with file
+#def test_opalgobase_file():
+#    """
+#    Test basic OpMult operation
+#    """
+#
+#    tensor_in_a = kp.Tensor([2, 2, 2])
+#    tensor_in_b = kp.Tensor([1, 2, 3])
+#    tensor_out = kp.Tensor([0, 0, 0])
+#
+#    mgr = kp.Manager()
+#    mgr.rebuild([tensor_in_a, tensor_in_b, tensor_out])
+#
+#    shader_path = os.path.join(DIRNAME, "../../shaders/glsl/opmult.comp.spv")
+#
+#    mgr.eval_algo_file_def([tensor_in_a, tensor_in_b, tensor_out], shader_path)
+#
+#    mgr.eval_tensor_sync_local_def([tensor_out])
+#
+#    assert tensor_out.data() == [2.0, 4.0, 6.0]
 
 
 
@@ -48,18 +49,23 @@ void main()
 }
     """
 
-    tensor_in_a = kp.Tensor([2, 2, 2])
-    tensor_in_b = kp.Tensor([1, 2, 3])
-    tensor_out = kp.Tensor([0, 0, 0])
-
-    mgr = kp.Manager()
-    mgr.rebuild([tensor_in_a, tensor_in_b, tensor_out])
-
     spirv = kp.Shader.compile_source(shader)
 
-    mgr.eval_algo_data_def([tensor_in_a, tensor_in_b, tensor_out], spirv)
+    mgr = kp.Manager()
 
-    mgr.eval_tensor_sync_local_def([tensor_out])
+    tensor_in_a = mgr.tensor([2, 2, 2])
+    tensor_in_b = mgr.tensor([1, 2, 3])
+    tensor_out = mgr.tensor([0, 0, 0])
+
+    params = [tensor_in_a, tensor_in_b, tensor_out]
+
+    algo = mgr.algorithm(params, spirv)
+
+    (mgr.sequence()
+        .record(kp.OpTensorSyncLocal(params))
+        .record(kp.OpAlgoDispatch(algo))
+        .record(kp.OpTensorSyncDevice(params))
+        .eval())
 
     assert tensor_out.data() == [2.0, 4.0, 6.0]
 
@@ -67,36 +73,53 @@ def test_sequence():
     """
     Test basic OpAlgoBase operation
     """
-    mgr = kp.Manager(0, [2])
 
-    tensor_in_a = kp.Tensor([2, 2, 2])
-    tensor_in_b = kp.Tensor([1, 2, 3])
-    tensor_out = kp.Tensor([0, 0, 0])
+    shader = """
+        #version 450
+        layout(set = 0, binding = 0) buffer tensorLhs {float valuesLhs[];};
+        layout(set = 0, binding = 1) buffer tensorRhs {float valuesRhs[];};
+        layout(set = 0, binding = 2) buffer tensorOutput { float valuesOutput[];};
+        layout (local_size_x = 1, local_size_y = 1, local_size_z = 1) in;
 
-    mgr.rebuild([tensor_in_a, tensor_in_b, tensor_out])
+        void main()
+        {
+            uint index = gl_GlobalInvocationID.x;
+            valuesOutput[index] = valuesLhs[index] * valuesRhs[index];
+        }
+    """
 
-    shader_path = os.path.abspath(os.path.join(DIRNAME, "../../shaders/glsl/opmult.comp.spv"))
-    mgr.eval_async_algo_file_def([tensor_in_a, tensor_in_b, tensor_out], shader_path)
+    spirv = kp.Shader.compile_source(shader)
 
-    mgr.eval_await_def()
+    mgr = kp.Manager(0)
 
-    seq = mgr.sequence("op")
-    seq.begin()
-    seq.record_tensor_sync_local([tensor_in_a])
-    seq.record_tensor_sync_local([tensor_in_b])
-    seq.record_tensor_sync_local([tensor_out])
-    seq.end()
-    seq.eval()
+    tensor_in_a = mgr.tensor([2, 2, 2])
+    tensor_in_b = mgr.tensor([1, 2, 3])
+    tensor_out = mgr.tensor([0, 0, 0])
 
-    mgr.destroy("op")
+    params = [tensor_in_a, tensor_in_b, tensor_out]
 
-    assert seq.is_init() == False
+    algo = mgr.algorithm(params, spirv)
+
+    sq = mgr.sequence()
+
+    sq.record(kp.OpTensorSyncLocal(params))
+    sq.record(kp.OpAlgoDispatch(algo))
+    sq.record(kp.OpTensorSyncDevice(params))
+
+    sq.eval()
+
+    assert sq.is_init() == True
+
+    sq.destroy()
+
+    assert sq.is_init() == False
 
     assert tensor_out.data() == [2.0, 4.0, 6.0]
     assert np.all(tensor_out.numpy() == [2.0, 4.0, 6.0])
 
-    mgr.destroy(tensor_in_a)
-    mgr.destroy([tensor_in_b, tensor_out])
+    tensor_in_a.destroy()
+    tensor_in_b.destroy()
+    tensor_out.destroy()
 
     assert tensor_in_a.is_init() == False
     assert tensor_in_b.is_init() == False
@@ -105,10 +128,8 @@ def test_sequence():
 def test_workgroup():
     mgr = kp.Manager(0)
 
-    tensor_a = kp.Tensor(np.zeros([16,8]))
-    tensor_b = kp.Tensor(np.zeros([16,8]))
-
-    mgr.rebuild([tensor_a, tensor_b])
+    tensor_a = mgr.tensor(np.zeros([16,8]))
+    tensor_b = mgr.tensor(np.zeros([16,8]))
 
     @ps.python2shader
     def compute_shader_wg(gl_idx=("input", "GlobalInvocationId", ps.ivec3),
@@ -120,17 +141,15 @@ def test_workgroup():
         data1[i] = f32(gl_idx.x)
         data2[i] = f32(gl_idx.y)
 
-    seq = mgr.sequence("new")
-    seq.begin()
-    seq.record_algo_data([tensor_a, tensor_b], compute_shader_wg.to_spirv(), workgroup=(16,8,1))
-    seq.end()
-    seq.eval()
+    algo = mgr.algorithm([tensor_a, tensor_b], compute_shader_wg.to_spirv(), (16,8,1), [], [])
 
-    mgr.destroy(seq)
+    (mgr.sequence()
+        .record(kp.OpTensorSyncDevice([tensor_a, tensor_b]))
+        .record(kp.OpAlgoDispatch(algo))
+        .record(kp.OpAlgoTensorSyncLocal([tensor_a, tensor_b]))
+        .eval())
 
-    assert seq.is_init() == False
-
-    mgr.eval_tensor_sync_local_def([tensor_a, tensor_b])
+    assert sq.is_init() == False
 
     print(tensor_a.numpy())
     print(tensor_b.numpy())
@@ -138,32 +157,3 @@ def test_workgroup():
     assert np.all(tensor_a.numpy() == np.stack([np.arange(16)]*8, axis=1).ravel())
     assert np.all(tensor_b.numpy() == np.stack([np.arange(8)]*16, axis=0).ravel())
 
-    mgr.destroy([tensor_a, tensor_b])
-
-    assert tensor_a.is_init() == False
-    assert tensor_b.is_init() == False
-
-
-def test_tensor_rebuild_backwards_compat():
-    """
-    Test basic OpMult operation
-    """
-
-    tensor_in_a = kp.Tensor([2, 2, 2])
-    tensor_in_b = kp.Tensor([1, 2, 3])
-    tensor_out = kp.Tensor([0, 0, 0])
-
-    mgr = kp.Manager()
-
-    mgr.eval_tensor_create_def([tensor_in_a, tensor_in_b, tensor_out])
-
-    shader_path = os.path.abspath(os.path.join(DIRNAME, "../../shaders/glsl/opmult.comp.spv"))
-    mgr.eval_async_algo_file_def([tensor_in_a, tensor_in_b, tensor_out], shader_path)
-    mgr.eval_await_def()
-
-    mgr.eval_tensor_sync_local_def([tensor_out])
-
-    assert tensor_out.data() == [2.0, 4.0, 6.0]
-    assert np.all(tensor_out.numpy() == [2.0, 4.0, 6.0])
-
-
diff --git a/shaders/glsl/logisticregression.comp.spv b/shaders/glsl/logisticregression.comp.spv
index 2f6883dac..f68cb431d 100755
Binary files a/shaders/glsl/logisticregression.comp.spv and b/shaders/glsl/logisticregression.comp.spv differ
diff --git a/shaders/glsl/opmult.comp.spv b/shaders/glsl/opmult.comp.spv
index 63eea751b..4ad5057d2 100755
Binary files a/shaders/glsl/opmult.comp.spv and b/shaders/glsl/opmult.comp.spv differ
diff --git a/single_include/AggregateHeaders.cpp b/single_include/AggregateHeaders.cpp
index d47892cf1..23372873b 100644
--- a/single_include/AggregateHeaders.cpp
+++ b/single_include/AggregateHeaders.cpp
@@ -1,15 +1,15 @@
 #pragma once
-#include "kompute/Core.hpp"
-#include "kompute/Shader.hpp"
 #include "kompute/shaders/shaderopmult.hpp"
 #include "kompute/shaders/shaderlogisticregression.hpp"
-#include "kompute/Manager.hpp"
-#include "kompute/Sequence.hpp"
+#include "kompute/Core.hpp"
+#include "kompute/Shader.hpp"
+#include "kompute/Tensor.hpp"
+#include "kompute/Algorithm.hpp"
 #include "kompute/operations/OpBase.hpp"
 #include "kompute/operations/OpMult.hpp"
 #include "kompute/operations/OpTensorCopy.hpp"
 #include "kompute/operations/OpTensorSyncDevice.hpp"
 #include "kompute/operations/OpTensorSyncLocal.hpp"
 #include "kompute/operations/OpAlgoDispatch.hpp"
-#include "kompute/Algorithm.hpp"
-#include "kompute/Tensor.hpp"
+#include "kompute/Sequence.hpp"
+#include "kompute/Manager.hpp"
diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 79bc6e1b4..b1d278081 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -1,1863 +1,1861 @@
-#pragma once
-
-#if VK_USE_PLATFORM_ANDROID_KHR
-#include <android/log.h>
-#include <kompute_vk_ndk_wrapper.hpp>
-// VK_NO_PROTOTYPES required before vulkan import but after wrapper.hpp
-#undef VK_NO_PROTOTYPES
-static const char* KOMPUTE_LOG_TAG = "KomputeLog";
-#endif
-
-#include <fmt/core.h>
-
-#include <vulkan/vulkan.hpp>
-
-// Typedefs to simplify interaction with core types
-namespace kp {
-typedef std::array<uint32_t, 3> Workgroup;
-typedef std::vector<float> Constants;
-}
-
-// Must be after vulkan is included
-#ifndef KOMPUTE_VK_API_VERSION
-#ifndef KOMPUTE_VK_API_MAJOR_VERSION
-#define KOMPUTE_VK_API_MAJOR_VERSION 1
-#endif // KOMPUTE_VK_API_MAJOR_VERSION
-#ifndef KOMPUTE_VK_API_MINOR_VERSION
-#define KOMPUTE_VK_API_MINOR_VERSION 1
-#endif // KOMPUTE_VK_API_MINOR_VERSION
-#define KOMPUTE_VK_API_VERSION                                                 \
-    VK_MAKE_VERSION(                                                           \
-      KOMPUTE_VK_API_MAJOR_VERSION, KOMPUTE_VK_API_MINOR_VERSION, 0)
-#endif // KOMPUTE_VK_API_VERSION
-
-// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
-#ifndef SPDLOG_ACTIVE_LEVEL
-#if DEBUG
-#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
-#else
-#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_INFO
-#endif
-#endif
-
-#if defined(KOMPUTE_BUILD_PYTHON)
-#include <pybind11/pybind11.h>
-namespace py = pybind11;
-// from python/src/main.cpp
-extern py::object kp_debug, kp_info, kp_warning, kp_error;
-#endif
-
-#ifndef KOMPUTE_LOG_OVERRIDE
-#if KOMPUTE_ENABLE_SPDLOG
-#include <spdlog/spdlog.h>
-#define KP_LOG_DEBUG(...) SPDLOG_DEBUG(__VA_ARGS__)
-#define KP_LOG_INFO(...) SPDLOG_INFO(__VA_ARGS__)
-#define KP_LOG_WARN(...) SPDLOG_WARN(__VA_ARGS__)
-#define KP_LOG_ERROR(...) SPDLOG_ERROR(__VA_ARGS__)
-#else
-#include <iostream>
-#if SPDLOG_ACTIVE_LEVEL > 1
-#define KP_LOG_DEBUG(...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define KP_LOG_DEBUG(...)                                             \
-    ((void)__android_log_print(ANDROID_LOG_DEBUG, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define KP_LOG_DEBUG(...) kp_debug(fmt::format(__VA_ARGS__))
-#else
-#define KP_LOG_DEBUG(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 1
-
-#if SPDLOG_ACTIVE_LEVEL > 2
-#define KP_LOG_INFO(...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define KP_LOG_INFO(...)                                              \
-    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define KP_LOG_INFO(...) kp_info(fmt::format(__VA_ARGS__))
-#else
-#define KP_LOG_INFO(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 2
-
-#if SPDLOG_ACTIVE_LEVEL > 3
-#define KP_LOG_WARN(...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define KP_LOG_WARN(...)                                              \
-    ((void)__android_log_print(ANDROID_LOG_WARN, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define KP_LOG_WARN(...) kp_warning(fmt::format(__VA_ARGS__))
-#else
-#define KP_LOG_WARN(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 3
-
-#if SPDLOG_ACTIVE_LEVEL > 4
-#define KP_LOG_ERROR(...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define KP_LOG_ERROR(...)                                             \
-    ((void)__android_log_print(ANDROID_LOG_ERROR, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define KP_LOG_ERROR(...) kp_error(fmt::format(__VA_ARGS__))
-#else
-#define KP_LOG_ERROR(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 4
-#endif // KOMPUTE_SPDLOG_ENABLED
-#endif // KOMPUTE_LOG_OVERRIDE
-
-#if !defined(KOMPUTE_DISABLE_SHADER_UTILS) || !KOMPUTE_DISABLE_SHADER_UTILS
-#include <iostream>
-#include <vector>
-
-#include <glslang/Include/ResourceLimits.h>
-#include <glslang/Public/ShaderLang.h>
-#include <SPIRV/GlslangToSpv.h>
-
-namespace kp {
-
-// The default resource limit for the GLSL compiler, can be overwritten
-// Has been adobted by:
-// https://github.com/KhronosGroup/glslang/blob/master/StandAlone/ResourceLimits.cpp
-const TBuiltInResource defaultResource = {
-/* .MaxLights = */ 0,
-/* .MaxClipPlanes = */ 0,
-/* .MaxTextureUnits = */ 0,
-/* .MaxTextureCoords = */ 0,
-/* .MaxVertexAttribs = */ 64,
-/* .MaxVertexUniformComponents = */ 4096,
-/* .MaxVaryingFloats = */ 64,
-/* .MaxVertexTextureImageUnits = */ 0,
-/* .MaxCombinedTextureImageUnits = */ 0,
-/* .MaxTextureImageUnits = */ 0,
-/* .MaxFragmentUniformComponents = */ 0,
-/* .MaxDrawBuffers = */ 0,
-/* .MaxVertexUniformVectors = */ 128,
-/* .MaxVaryingVectors = */ 8,
-/* .MaxFragmentUniformVectors = */ 0,
-/* .MaxVertexOutputVectors = */ 16,
-/* .MaxFragmentInputVectors = */ 0,
-/* .MinProgramTexelOffset = */ -8,
-/* .MaxProgramTexelOffset = */ 7,
-/* .MaxClipDistances = */ 8,
-/* .MaxComputeWorkGroupCountX = */ 65535,
-/* .MaxComputeWorkGroupCountY = */ 65535,
-/* .MaxComputeWorkGroupCountZ = */ 65535,
-/* .MaxComputeWorkGroupSizeX = */ 1024,
-/* .MaxComputeWorkGroupSizeY = */ 1024,
-/* .MaxComputeWorkGroupSizeZ = */ 64,
-/* .MaxComputeUniformComponents = */ 1024,
-/* .MaxComputeTextureImageUnits = */ 16,
-/* .MaxComputeImageUniforms = */ 8,
-/* .MaxComputeAtomicCounters = */ 8,
-/* .MaxComputeAtomicCounterBuffers = */ 1,
-/* .MaxVaryingComponents = */ 60,
-/* .MaxVertexOutputComponents = */ 64,
-/* .MaxGeometryInputComponents = */ 64,
-/* .MaxGeometryOutputComponents = */ 128,
-/* .MaxFragmentInputComponents = */ 0,
-/* .MaxImageUnits = */ 0,
-/* .MaxCombinedImageUnitsAndFragmentOutputs = */ 0,
-/* .MaxCombinedShaderOutputResources = */ 8,
-/* .MaxImageSamples = */ 0,
-/* .MaxVertexImageUniforms = */ 0,
-/* .MaxTessControlImageUniforms = */ 0,
-/* .MaxTessEvaluationImageUniforms = */ 0,
-/* .MaxGeometryImageUniforms = */ 0,
-/* .MaxFragmentImageUniforms = */ 0,
-/* .MaxCombinedImageUniforms = */ 0,
-/* .MaxGeometryTextureImageUnits = */ 0,
-/* .MaxGeometryOutputVertices = */ 256,
-/* .MaxGeometryTotalOutputComponents = */ 1024,
-/* .MaxGeometryUniformComponents = */ 1024,
-/* .MaxGeometryVaryingComponents = */ 64,
-/* .MaxTessControlInputComponents = */ 128,
-/* .MaxTessControlOutputComponents = */ 128,
-/* .MaxTessControlTextureImageUnits = */ 0,
-/* .MaxTessControlUniformComponents = */ 1024,
-/* .MaxTessControlTotalOutputComponents = */ 4096,
-/* .MaxTessEvaluationInputComponents = */ 128,
-/* .MaxTessEvaluationOutputComponents = */ 128,
-/* .MaxTessEvaluationTextureImageUnits = */ 16,
-/* .MaxTessEvaluationUniformComponents = */ 1024,
-/* .MaxTessPatchComponents = */ 120,
-/* .MaxPatchVertices = */ 32,
-/* .MaxTessGenLevel = */ 64,
-/* .MaxViewports = */ 16,
-/* .MaxVertexAtomicCounters = */ 0,
-/* .MaxTessControlAtomicCounters = */ 0,
-/* .MaxTessEvaluationAtomicCounters = */ 0,
-/* .MaxGeometryAtomicCounters = */ 0,
-/* .MaxFragmentAtomicCounters = */ 0,
-/* .MaxCombinedAtomicCounters = */ 8,
-/* .MaxAtomicCounterBindings = */ 1,
-/* .MaxVertexAtomicCounterBuffers = */ 0,
-/* .MaxTessControlAtomicCounterBuffers = */ 0,
-/* .MaxTessEvaluationAtomicCounterBuffers = */ 0,
-/* .MaxGeometryAtomicCounterBuffers = */ 0,
-/* .MaxFragmentAtomicCounterBuffers = */ 0,
-/* .MaxCombinedAtomicCounterBuffers = */ 1,
-/* .MaxAtomicCounterBufferSize = */ 16384,
-/* .MaxTransformFeedbackBuffers = */ 4,
-/* .MaxTransformFeedbackInterleavedComponents = */ 64,
-/* .MaxCullDistances = */ 8,
-/* .MaxCombinedClipAndCullDistances = */ 8,
-/* .MaxSamples = */ 4,
-/* .maxMeshOutputVerticesNV = */ 256,
-/* .maxMeshOutputPrimitivesNV = */ 512,
-/* .maxMeshWorkGroupSizeX_NV = */ 32,
-/* .maxMeshWorkGroupSizeY_NV = */ 1,
-/* .maxMeshWorkGroupSizeZ_NV = */ 1,
-/* .maxTaskWorkGroupSizeX_NV = */ 32,
-/* .maxTaskWorkGroupSizeY_NV = */ 1,
-/* .maxTaskWorkGroupSizeZ_NV = */ 1,
-/* .maxMeshViewCountNV = */ 4,
-/* .maxDualSourceDrawBuffersEXT = */ 1,
-
-/* .limits = */ {
-    /* .nonInductiveForLoops = */ 1,
-    /* .whileLoops = */ 1,
-    /* .doWhileLoops = */ 1,
-    /* .generalUniformIndexing = */ 1,
-    /* .generalAttributeMatrixVectorIndexing = */ 1,
-    /* .generalVaryingIndexing = */ 1,
-    /* .generalSamplerIndexing = */ 1,
-    /* .generalVariableIndexing = */ 1,
-    /* .generalConstantMatrixVectorIndexing = */ 1,
-}};
-    
-/**
-    Shader utily class with functions to compile and process glsl files.
-*/
-class Shader {
-public:
-    /**
-     * Compile multiple sources with optional filenames. Currently this function
-     * uses the glslang C++ interface which is not thread safe so this funciton
-     * should not be called from multiple threads concurrently. If you have a
-     * online shader processing multithreading use-case that can't use offline 
-     * compilation please open an issue.
-     *
-     * @param sources A list of raw glsl shaders in string format
-     * @param files A list of file names respective to each of the sources
-     * @param entryPoint The function name to use as entry point
-     * @param definitions List of pairs containing key value definitions
-     * @param resourcesLimit A list that contains the resource limits for the GLSL compiler
-     * @return The compiled SPIR-V binary in unsigned int32 format
-     */
-    static std::vector<uint32_t> compile_sources(
-            const std::vector<std::string>& sources,
-            const std::vector<std::string>& files = {},
-            const std::string& entryPoint = "main",
-            std::vector<std::pair<std::string,std::string>> definitions = {},
-            const TBuiltInResource& resources = defaultResource);
-
-    /**
-     * Compile a single glslang source from string value. Currently this function
-     * uses the glslang C++ interface which is not thread safe so this funciton
-     * should not be called from multiple threads concurrently. If you have a
-     * online shader processing multithreading use-case that can't use offline 
-     * compilation please open an issue.
-     *
-     * @param source An individual raw glsl shader in string format
-     * @param entryPoint The function name to use as entry point
-     * @param definitions List of pairs containing key value definitions
-     * @param resourcesLimit A list that contains the resource limits for the GLSL compiler
-     * @return The compiled SPIR-V binary in unsigned int32 format
-     */
-    static std::vector<uint32_t> compile_source(
-            const std::string& source,
-            const std::string& entryPoint = "main",
-            std::vector<std::pair<std::string,std::string>> definitions = {},
-            const TBuiltInResource& resources = defaultResource);
-
-};
-
-}
-#endif // DKOMPUTE_DISABLE_SHADER_UTILS
-
-/*
-    THIS FILE HAS BEEN AUTOMATICALLY GENERATED - DO NOT EDIT
-
-    ---
-
-    Copyright 2020 The Institute for Ethical AI & Machine Learning
-
-    Licensed under the Apache License, Version 2.0 (the "License");
-    you may not use this file except in compliance with the License.
-    You may obtain a copy of the License at
-
-        http://www.apache.org/licenses/LICENSE-2.0
-
-    Unless required by applicable law or agreed to in writing, software
-    distributed under the License is distributed on an "AS IS" BASIS,
-    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-    See the License for the specific language governing permissions and
-    limitations under the License.
-*/
-
-#ifndef SHADEROP_SHADEROPMULT_HPP
-#define SHADEROP_SHADEROPMULT_HPP
-
-namespace kp {
-namespace shader_data {
-static const unsigned char shaders_glsl_opmult_comp_spv[] = {
-  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0a, 0x00, 0x08, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
-  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
-  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x08, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
-  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
-  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x4f, 0x75,
-  0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x07, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
-  0x65, 0x73, 0x4f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x03, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x05, 0x00, 0x19, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73,
-  0x6f, 0x72, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
-  0x65, 0x73, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x52, 0x68,
-  0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x73, 0x52, 0x68,
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-  0x16, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0x25, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x24, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
-  0x26, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00,
-  0x26, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0x28, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x17, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00
-};
-static const unsigned int shaders_glsl_opmult_comp_spv_len = 1464;
-}
-}
-#endif // define SHADEROP_SHADEROPMULT_HPP
-
-/*
-    THIS FILE HAS BEEN AUTOMATICALLY GENERATED - DO NOT EDIT
-
-    ---
-
-    Copyright 2020 The Institute for Ethical AI & Machine Learning
-
-    Licensed under the Apache License, Version 2.0 (the "License");
-    you may not use this file except in compliance with the License.
-    You may obtain a copy of the License at
-
-        http://www.apache.org/licenses/LICENSE-2.0
-
-    Unless required by applicable law or agreed to in writing, software
-    distributed under the License is distributed on an "AS IS" BASIS,
-    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-    See the License for the specific language governing permissions and
-    limitations under the License.
-*/
-
-#ifndef SHADEROP_SHADERLOGISTICREGRESSION_HPP
-#define SHADEROP_SHADERLOGISTICREGRESSION_HPP
-
-namespace kp {
-namespace shader_data {
-static const unsigned char shaders_glsl_logisticregression_comp_spv[] = {
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-  0x13, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x0c, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
-  0x94, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
-  0x24, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x39, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
-  0x0a, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
-  0xfe, 0x00, 0x02, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
-  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
-  0x0c, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00,
-  0x85, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
-  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
-  0x36, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00,
-  0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x00, 0x00, 0xfe, 0x00, 0x02, 0x00, 0x39, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x01, 0x00
-};
-static const unsigned int shaders_glsl_logisticregression_comp_spv_len = 4816;
-}
-}
-#endif // define SHADEROP_SHADERLOGISTICREGRESSION_HPP
-
-#include <set>
-#include <unordered_map>
-
-namespace kp {
-
-/**
- * Structured data used in GPU operations.
- *
- * Tensors are the base building block in Kompute to perform operations across
- * GPUs. Each tensor would have a respective Vulkan memory and buffer, which
- * would be used to store their respective data. The tensors can be used for GPU
- * data storage or transfer.
- */
-class Tensor
-{
-  public:
-    /**
-     * Type for tensors created: Device allows memory to be transferred from
-     * staging buffers. Staging are host memory visible. Storage are device
-     * visible but are not set up to transfer or receive data (only for shader
-     * storage).
-     */
-    enum class TensorTypes
-    {
-        eDevice = 0,  ///< Type is device memory, source and destination
-        eHost = 1,    ///< Type is host memory, source and destination
-        eStorage = 2, ///< Type is Device memory (only)
-    };
-
-    /**
-     *  Default constructor with data provided which would be used to create the
-     * respective vulkan buffer and memory.
-     *
-     *  @param data Non-zero-sized vector of data that will be used by the
-     * tensor
-     *  @param tensorType Type for the tensor which is of type TensorTypes
-     */
-    Tensor(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-           std::shared_ptr<vk::Device> device,
-           const std::vector<float>& data,
-           const TensorTypes& tensorType = TensorTypes::eDevice);
-
-    /**
-     * Destructor which is in charge of freeing vulkan resources unless they
-     * have been provided externally.
-     */
-    ~Tensor();
-
-    /**
-     * Initialiser which calls the initialisation for all the respective tensors
-     * as well as creates the respective staging tensors. The staging tensors
-     * would only be created for the tensors of type TensorType::eDevice as
-     * otherwise there is no need to copy from host memory.
-     */
-    void rebuild(const std::vector<float>& data,
-           TensorTypes tensorType = TensorTypes::eDevice);
-
-    /**
-     * Destroys and frees the GPU resources which include the buffer and memory.
-     */
-    void destroy();
-
-    bool isInit();
-
-    /**
-     * Returns the vector of data currently contained by the Tensor. It is
-     * important to ensure that there is no out-of-sync data with the GPU
-     * memory.
-     *
-     * @return Reference to vector of elements representing the data in the
-     * tensor.
-     */
-    std::vector<float>& data();
-    /**
-     * Overrides the subscript operator to expose the underlying data's
-     * subscript operator which in this case would be its underlying
-     * vector's.
-     *
-     * @param i The index where the element will be returned from.
-     * @return Returns the element in the position requested.
-     */
-    float& operator[](int index);
-    /**
-     * Returns the size/magnitude of the Tensor, which will be the total number
-     * of elements across all dimensions
-     *
-     * @return Unsigned integer representing the total number of elements
-     */
-    uint32_t size();
-
-    /**
-     * Retrieve the tensor type of the Tensor
-     *
-     * @return Tensor type of tensor
-     */
-    TensorTypes tensorType();
-
-    /**
-     * Sets / resets the vector data of the tensor. This function does not
-     * perform any copies into GPU memory and is only performed on the host.
-     */
-    void setData(const std::vector<float>& data);
-
-    /**
-     * Records a copy from the memory of the tensor provided to the current
-     * thensor. This is intended to pass memory into a processing, to perform
-     * a staging buffer transfer, or to gather output (between others).
-     *
-     * @param commandBuffer Vulkan Command Buffer to record the commands into
-     * @param copyFromTensor Tensor to copy the data from
-     * @param createBarrier Whether to create a barrier that ensures the data is
-     * copied before further operations. Default is true.
-     */
-    void recordCopyFrom(std::shared_ptr<vk::CommandBuffer> commandBuffer,
-                        std::shared_ptr<Tensor> copyFromTensor,
-                        bool createBarrier);
-
-    /**
-     * Records a copy from the internal staging memory to the device memory
-     * using an optional barrier to wait for the operation. This function would
-     * only be relevant for kp::Tensors of type eDevice.
-     *
-     * @param commandBuffer Vulkan Command Buffer to record the commands into
-     * @param createBarrier Whether to create a barrier that ensures the data is
-     * copied before further operations. Default is true.
-     */
-    void recordCopyFromStagingToDevice(
-      std::shared_ptr<vk::CommandBuffer> commandBuffer,
-      bool createBarrier);
-
-    /**
-     * Records a copy from the internal device memory to the staging memory
-     * using an optional barrier to wait for the operation. This function would
-     * only be relevant for kp::Tensors of type eDevice.
-     *
-     * @param commandBuffer Vulkan Command Buffer to record the commands into
-     * @param createBarrier Whether to create a barrier that ensures the data is
-     * copied before further operations. Default is true.
-     */
-    void recordCopyFromDeviceToStaging(
-      std::shared_ptr<vk::CommandBuffer> commandBuffer,
-      bool createBarrier);
-
-    /**
-     * Records the buffer memory barrier into the command buffer which
-     * ensures that relevant data transfers are carried out correctly.
-     *
-     * @param commandBuffer Vulkan Command Buffer to record the commands into
-     * @param srcAccessMask Access flags for source access mask
-     * @param dstAccessMask Access flags for destination access mask
-     * @param scrStageMask Pipeline stage flags for source stage mask
-     * @param dstStageMask Pipeline stage flags for destination stage mask
-     */
-    void recordBufferMemoryBarrier(
-      std::shared_ptr<vk::CommandBuffer> commandBuffer,
-      vk::AccessFlagBits srcAccessMask,
-      vk::AccessFlagBits dstAccessMask,
-      vk::PipelineStageFlagBits srcStageMask,
-      vk::PipelineStageFlagBits dstStageMask);
-
-    /**
-     * Constructs a vulkan descriptor buffer info which can be used to specify
-     * and reference the underlying buffer component of the tensor without
-     * exposing it.
-     *
-     * @return Descriptor buffer info with own buffer
-     */
-    vk::DescriptorBufferInfo constructDescriptorBufferInfo();
-    /**
-     * Maps data from the Host Visible GPU memory into the data vector. It
-     * requires the Tensor to be of staging type for it to work.
-     */
-    void mapDataFromHostMemory();
-    /**
-     * Maps data from the data vector into the Host Visible GPU memory. It
-     * requires the tensor to be of staging type for it to work.
-     */
-    void mapDataIntoHostMemory();
-
-  private:
-    // -------------- NEVER OWNED RESOURCES
-    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice;
-    std::shared_ptr<vk::Device> mDevice;
-
-    // -------------- OPTIONALLY OWNED RESOURCES
-    std::shared_ptr<vk::Buffer> mPrimaryBuffer;
-    bool mFreePrimaryBuffer = false;
-    std::shared_ptr<vk::Buffer> mStagingBuffer;
-    bool mFreeStagingBuffer = false;
-    std::shared_ptr<vk::DeviceMemory> mPrimaryMemory;
-    bool mFreePrimaryMemory = false;
-    std::shared_ptr<vk::DeviceMemory> mStagingMemory;
-    bool mFreeStagingMemory = false;
-
-    // -------------- ALWAYS OWNED RESOURCES
-    std::vector<float> mData;
-
-    TensorTypes mTensorType = TensorTypes::eDevice;
-
-    void allocateMemoryCreateGPUResources(); // Creates the vulkan buffer
-    void createBuffer(std::shared_ptr<vk::Buffer> buffer,
-                      vk::BufferUsageFlags bufferUsageFlags);
-    void allocateBindMemory(std::shared_ptr<vk::Buffer> buffer,
-                            std::shared_ptr<vk::DeviceMemory> memory,
-                            vk::MemoryPropertyFlags memoryPropertyFlags);
-    void copyBuffer(std::shared_ptr<vk::CommandBuffer> commandBuffer,
-                    std::shared_ptr<vk::Buffer> bufferFrom,
-                    std::shared_ptr<vk::Buffer> bufferTo,
-                    vk::DeviceSize bufferSize,
-                    vk::BufferCopy copyRegion,
-                    bool createBarrier);
-
-    // Private util functions
-    vk::BufferUsageFlags getPrimaryBufferUsageFlags();
-    vk::MemoryPropertyFlags getPrimaryMemoryPropertyFlags();
-    vk::BufferUsageFlags getStagingBufferUsageFlags();
-    vk::MemoryPropertyFlags getStagingMemoryPropertyFlags();
-    uint64_t memorySize();
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
-    Abstraction for compute shaders that are run on top of tensors grouped via
-   ParameterGroups (which group descriptorsets)
-*/
-class Algorithm
-{
-public:
-
-    /**
-     *  Default constructor for Algorithm
-     *
-     *  @param device The Vulkan device to use for creating resources
-     *  @param commandBuffer The vulkan command buffer to bind the pipeline and
-     * shaders
-     */
-    Algorithm(
-            std::shared_ptr<vk::Device> device,
-            const std::vector<std::shared_ptr<Tensor>>& tensors = {},
-            const std::vector<uint32_t>& spirv = {},
-            const Workgroup& workgroup = {},
-            const Constants& specializationConstants = {},
-            const Constants& pushConstants = {});
-
-    /**
-     * Initialiser for the shader data provided to the algorithm as well as
-     * tensor parameters that will be used in shader.
-     *
-     * @param shaderFileData The bytes in spir-v format of the shader
-     * @tensorParams The Tensors to be used in the Algorithm / shader for
-     * @specalizationInstalces The specialization parameters to pass to the function
-     * processing
-     */
-    void rebuild(
-            const std::vector<std::shared_ptr<Tensor>>& tensors = {},
-            const std::vector<uint32_t>& spirv = {},
-            const Workgroup& workgroup = {},
-            const Constants& specializationConstants = {},
-            const Constants& pushConstants = {});
-
-    /**
-     * Destructor for Algorithm which is responsible for freeing and desroying
-     * respective pipelines and owned parameter groups.
-     */
-    ~Algorithm();
-
-    /**
-     * Records the dispatch function with the provided template parameters or
-     * alternatively using the size of the tensor by default.
-     *
-     * @param x Layout X dispatch value
-     * @param y Layout Y dispatch value
-     * @param z Layout Z dispatch value
-     */
-    void recordDispatch(std::shared_ptr<vk::CommandBuffer> commandBuffer);
-
-    bool isInit();
-
-    void setWorkgroup(const Workgroup& workgroup, uint32_t minSize = 1);
-
-    const Workgroup& getWorkgroup();
-    const Constants& getSpecializationConstants();
-    const Constants& getPushConstants();
-    const std::vector<std::shared_ptr<Tensor>>& getTensors();
-
-    void destroy();
-
-private:
-    // -------------- NEVER OWNED RESOURCES
-    std::shared_ptr<vk::Device> mDevice;
-    std::vector<std::shared_ptr<Tensor>> mTensors;
-
-    // -------------- OPTIONALLY OWNED RESOURCES
-    std::shared_ptr<vk::DescriptorSetLayout> mDescriptorSetLayout;
-    bool mFreeDescriptorSetLayout = false;
-    std::shared_ptr<vk::DescriptorPool> mDescriptorPool;
-    bool mFreeDescriptorPool = false;
-    std::shared_ptr<vk::DescriptorSet> mDescriptorSet;
-    bool mFreeDescriptorSet = false;
-    std::shared_ptr<vk::ShaderModule> mShaderModule;
-    bool mFreeShaderModule = false;
-    std::shared_ptr<vk::PipelineLayout> mPipelineLayout;
-    bool mFreePipelineLayout = false;
-    std::shared_ptr<vk::PipelineCache> mPipelineCache;
-    bool mFreePipelineCache = false;
-    std::shared_ptr<vk::Pipeline> mPipeline;
-    bool mFreePipeline = false;
-
-    // -------------- ALWAYS OWNED RESOURCES
-    std::vector<uint32_t> mSpirv;
-    Constants mSpecializationConstants;
-    Constants mPushConstants;
-    Workgroup mWorkgroup;
-
-    bool mIsInit;
-
-    // Create util functions
-    void createShaderModule();
-    void createPipeline();
-
-    // Parameters
-    void createParameters();
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
- *  Base Operation which provides the high level interface that Kompute
- *  operations implement in order to perform a set of actions in the GPU.
- *
- *  Operations can perform actions on tensors, and optionally can also own an
- *  Algorithm with respective parameters. kp::Operations with kp::Algorithms
- *  would inherit from kp::OpBaseAlgo.
- */
-class OpBase
-{
-  public:
-
-    /**
-     * Default destructor for OpBase class. This OpBase destructor class should
-     * always be called to destroy and free owned resources unless it is
-     * intended to destroy the resources in the parent class.
-     */
-    virtual ~OpBase()
-    {
-        KP_LOG_DEBUG("Kompute OpBase destructor started");
-    }
-
-    /**
-     * The record function is intended to only send a record command or run
-     * commands that are expected to record operations that are to be submitted
-     * as a batch into the GPU.
-     */
-    virtual void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) = 0;
-
-    /**
-     * Pre eval is called before the Sequence has called eval and submitted the commands to
-     * the GPU for processing, and can be used to perform any per-eval setup steps
-     * required as the computation iteration begins. It's worth noting that 
-     * there are situations where eval can be called multiple times, so the 
-     * resources that are created should be idempotent in case it's called multiple
-     * times in a row.
-     */
-    virtual void preEval() = 0;
-
-    /**
-     * Post eval is called after the Sequence has called eval and submitted the commands to
-     * the GPU for processing, and can be used to perform any tear-down steps
-     * required as the computation iteration finishes. It's worth noting that 
-     * there are situations where eval can be called multiple times, so the 
-     * resources that are destroyed should not require a re-init unless explicitly
-     * provided by the user.
-     */
-    virtual void postEval() = 0;
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
- *  Container of operations that can be sent to GPU as batch
- */
-class Sequence: public std::enable_shared_from_this<Sequence>
-{
-  public:
-    /**
-     * Main constructor for sequence which requires core vulkan components to
-     * generate all dependent resources.
-     *
-     * @param physicalDevice Vulkan physical device
-     * @param device Vulkan logical device
-     * @param computeQueue Vulkan compute queue
-     * @param queueIndex Vulkan compute queue index in device
-     */
-    Sequence(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-             std::shared_ptr<vk::Device> device,
-             std::shared_ptr<vk::Queue> computeQueue,
-             uint32_t queueIndex);
-    /**
-     * Destructor for sequence which is responsible for cleaning all subsequent
-     * owned operations.
-     */
-    ~Sequence();
-
-    /**
-     */
-    std::shared_ptr<Sequence> record(std::shared_ptr<OpBase> op);
-
-    /**
-     * Record function for operation to be added to the GPU queue in batch. This
-     * template requires classes to be derived from the OpBase class. This
-     * function also requires the Sequence to be recording, otherwise it will
-     * not be able to add the operation.
-     *
-     * @param tensors Vector of tensors to use for the operation
-     * @param TArgs Template parameters that are used to initialise operation
-     * which allows for extensible configurations on initialisation.
-     */
-    template<typename T, typename... TArgs>
-    std::shared_ptr<Sequence>
-    record(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
-    {
-        KP_LOG_DEBUG("Kompute Sequence record function started");
-
-        static_assert(std::is_base_of<OpBase, T>::value,
-                      "Kompute Sequence record(...) template only valid with "
-                      "OpBase derived classes");
-
-        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
-        std::shared_ptr<T> op{
-            new T(tensors, std::forward<TArgs>(params)...) };
-
-        return this->record(op);
-    }
-    template<typename T, typename... TArgs>
-    std::shared_ptr<Sequence>
-    record(std::shared_ptr<Algorithm> algorithm, TArgs&&... params)
-    {
-        KP_LOG_DEBUG("Kompute Sequence record function started");
-
-        static_assert(std::is_base_of<OpBase, T>::value,
-                      "Kompute Sequence record(...) template only valid with "
-                      "OpBase derived classes");
-
-        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
-        std::shared_ptr<T> op{
-            new T(algorithm, std::forward<TArgs>(params)...) };
-
-        return this->record(op);
-    }
-
-    /**
-     * Eval sends all the recorded and stored operations in the vector of
-     * operations into the gpu as a submit job with a barrier.
-     *
-     * @return shared_ptr<Sequence> of the Sequence class itself
-     */
-    std::shared_ptr<Sequence> eval();
-
-    std::shared_ptr<Sequence> eval(std::shared_ptr<OpBase> op);
-
-    /**
-     * Eval sends all the recorded and stored operations in the vector of
-     * operations into the gpu as a submit job with a barrier.
-     *
-     * @return shared_ptr<Sequence> of the Sequence class itself
-     */
-    // TODO: Aim to have only a single function with tensors/algorithm
-    template<typename T, typename... TArgs>
-    std::shared_ptr<Sequence>
-    eval(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
-    {
-        KP_LOG_DEBUG("Kompute Sequence record function started");
-
-        static_assert(std::is_base_of<OpBase, T>::value,
-                      "Kompute Sequence record(...) template only valid with "
-                      "OpBase derived classes");
-
-        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
-        std::shared_ptr<T> op{
-            new T(tensors, std::forward<TArgs>(params)...) };
-
-        // TODO: Aim to be able to handle errors when returning without throw except
-        return this->eval(op);
-    }
-    // Needded as otherise can't use initialiser list
-    template<typename T, typename... TArgs>
-    std::shared_ptr<Sequence>
-    eval(std::shared_ptr<Algorithm> algorithm, TArgs&&... params)
-    {
-        KP_LOG_DEBUG("Kompute Sequence record function started");
-
-        static_assert(std::is_base_of<OpBase, T>::value,
-                      "Kompute Sequence record(...) template only valid with "
-                      "OpBase derived classes");
-
-        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
-        std::shared_ptr<T> op{
-            new T(algorithm, std::forward<TArgs>(params)...) };
-
-        return this->eval(op);
-    }
-
-    /**
-     * Eval Async sends all the recorded and stored operations in the vector of
-     * operations into the gpu as a submit job with a barrier. EvalAwait() must
-     * be called after to ensure the sequence is terminated correctly.
-     *
-     * @return Boolean stating whether execution was successful.
-     */
-    std::shared_ptr<Sequence> evalAsync();
-    std::shared_ptr<Sequence> evalAsync(std::shared_ptr<OpBase> op);
-
-    /**
-     * Eval sends all the recorded and stored operations in the vector of
-     * operations into the gpu as a submit job with a barrier.
-     *
-     * @return shared_ptr<Sequence> of the Sequence class itself
-     */
-    template<typename T, typename... TArgs>
-    std::shared_ptr<Sequence>
-    evalAsync(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
-    {
-        KP_LOG_DEBUG("Kompute Sequence record function started");
-
-        static_assert(std::is_base_of<OpBase, T>::value,
-                      "Kompute Sequence record(...) template only valid with "
-                      "OpBase derived classes");
-
-        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
-        std::shared_ptr<T> op{
-            new T(tensors, std::forward<TArgs>(params)...) };
-
-        return this->evalAsync(op);
-    }
-    // Needed as otherwise it's not possible to use initializer lists
-    template<typename T, typename... TArgs>
-    std::shared_ptr<Sequence>
-    evalAsync(std::shared_ptr<Algorithm> algorithm, TArgs&&... params)
-    {
-        KP_LOG_DEBUG("Kompute Sequence record function started");
-
-        static_assert(std::is_base_of<OpBase, T>::value,
-                      "Kompute Sequence record(...) template only valid with "
-                      "OpBase derived classes");
-
-        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
-        std::shared_ptr<T> op{
-            new T(algorithm, std::forward<TArgs>(params)...) };
-
-        return this->evalAsync(op);
-    }
-
-    /**
-     * Eval Await waits for the fence to finish processing and then once it
-     * finishes, it runs the postEval of all operations.
-     *
-     * @param waitFor Number of milliseconds to wait before timing out.
-     * @return Boolean stating whether execution was successful.
-     */
-    std::shared_ptr<Sequence> evalAwait(uint64_t waitFor = UINT64_MAX);
-
-    /**
-     * Clear function clears all operations currently recorded and starts recording again.
-     */
-    void clear();
-
-    /**
-     * Begins recording commands for commands to be submitted into the command
-     * buffer.
-     *
-     * @return Boolean stating whether execution was successful.
-     */
-    void begin();
-
-    /**
-     * Ends the recording and stops recording commands when the record command
-     * is sent.
-     *
-     * @return Boolean stating whether execution was successful.
-     */
-    void end();
-
-    /**
-     * Returns true if the sequence is currently in recording activated.
-     *
-     * @return Boolean stating if recording ongoing.
-     */
-    bool isRecording();
-
-    bool isInit();
-
-    /**
-     * Returns true if the sequence is currently running - mostly used for async
-     * workloads.
-     *
-     * @return Boolean stating if currently running.
-     */
-    bool isRunning();
-
-    /**
-     * Destroys and frees the GPU resources which include the buffer and memory
-     * and sets the sequence as init=False.
-     */
-    void destroy();
-
-  private:
-    // -------------- NEVER OWNED RESOURCES
-    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
-    std::shared_ptr<vk::Device> mDevice = nullptr;
-    std::shared_ptr<vk::Queue> mComputeQueue = nullptr;
-    uint32_t mQueueIndex = -1;
-
-    // -------------- OPTIONALLY OWNED RESOURCES
-    std::shared_ptr<vk::CommandPool> mCommandPool = nullptr;
-    bool mFreeCommandPool = false;
-    std::shared_ptr<vk::CommandBuffer> mCommandBuffer = nullptr;
-    bool mFreeCommandBuffer = false;
-
-    // -------------- ALWAYS OWNED RESOURCES
-    vk::Fence mFence;
-    std::vector<std::shared_ptr<OpBase>> mOperations;
-
-    // State
-    bool mRecording = false;
-    bool mIsRunning = false;
-
-    // Create functions
-    void createCommandPool();
-    void createCommandBuffer();
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
-    Operation that syncs tensor's device by mapping local data into the device memory. For TensorTypes::eDevice it will use a record operation for the memory to be syncd into GPU memory which means that the operation will be done in sync with GPU commands. For TensorTypes::eStaging it will only map the data into host memory which will happen during preEval before the recorded commands are dispatched. This operation won't have any effect on TensorTypes::eStaging.
-*/
-class OpTensorSyncDevice : public OpBase
-{
-  public:
-    /**
-     * Default constructor with parameters that provides the core vulkan resources and the tensors that will be used in the operation. The tensos provided cannot be of type TensorTypes::eStorage.
-     *
-     * @param physicalDevice Vulkan physical device used to find device queues
-     * @param device Vulkan logical device for passing to Algorithm
-     * @param commandBuffer Vulkan Command Buffer to record commands into
-     * @param tensors Tensors that will be used to create in operation.
-     */
-    OpTensorSyncDevice(const std::vector<std::shared_ptr<Tensor>>& tensors);
-
-    /**
-     * Default destructor. This class does not manage memory so it won't be expecting the parent to perform a release.
-     */
-    ~OpTensorSyncDevice() override;
-
-    /**
-     * For device tensors, it records the copy command for the tensor to copy the data from its staging to device memory.
-     */
-    void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
-
-    /**
-     * Does not perform any preEval commands.
-     */
-    virtual void preEval() override;
-
-    /**
-     * Does not perform any postEval commands.
-     */
-    virtual void postEval() override;
-
-  private:
-    // -------------- ALWAYS OWNED RESOURCES
-    std::vector<std::shared_ptr<Tensor>> mTensors;
-};
-
-} // End namespace kp
-
-#define KP_DEFAULT_SESSION "DEFAULT"
-
-namespace kp {
-
-/**
-    Base orchestrator which creates and manages device and child components
-*/
-class Manager
-{
-  public:
-    /**
-        Base constructor and default used which creates the base resources
-       including choosing the device 0 by default.
-    */
-    Manager();
-
-    /**
-     * Similar to base constructor but allows the user to provide the device
-     * they would like to create the resources on.
-     *
-     * @param physicalDeviceIndex The index of the physical device to use
-     * @param manageResources (Optional) Whether to manage the memory of the
-     * resources created and destroy when the manager is destroyed.
-     * @param familyQueueIndices (Optional) List of queue indices to add for
-     * explicit allocation
-     * @param totalQueues The total number of compute queues to create.
-     */
-    Manager(uint32_t physicalDeviceIndex,
-            const std::vector<uint32_t>& familyQueueIndices = {});
-
-    /**
-     * Manager constructor which allows your own vulkan application to integrate
-     * with the vulkan kompute use.
-     *
-     * @param instance Vulkan compute instance to base this application
-     * @param physicalDevice Vulkan physical device to use for application
-     * @param device Vulkan logical device to use for all base resources
-     * @param physicalDeviceIndex Index for vulkan physical device used
-     */
-    Manager(std::shared_ptr<vk::Instance> instance,
-            std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-            std::shared_ptr<vk::Device> device);
-
-    /**
-     * Manager destructor which would ensure all owned resources are destroyed
-     * unless explicitly stated that resources should not be destroyed or freed.
-     */
-    ~Manager();
-
-    /**
-     * Get or create a managed Sequence that will be contained by this manager.
-     * If the named sequence does not currently exist, it would be created and
-     * initialised.
-     *
-     * @param sequenceName The name for the named sequence to be retrieved or
-     * created
-     * @param queueIndex The queue to use from the available queues
-     * @return Shared pointer to the manager owned sequence resource
-     */
-    std::shared_ptr<Sequence> sequence(uint32_t queueIndex = 0);
-
-    /**
-     * Function that simplifies the common workflow of tensor creation and
-     * initialization. It will take the constructor parameters for a Tensor
-     * and will will us it to create a new Tensor and then create it. The
-     * tensor memory will then be managed and owned by the manager.
-     *
-     * @param data The data to initialize the tensor with
-     * @param tensorType The type of tensor to initialize
-     * @param syncDataToGPU Whether to sync the data to GPU memory
-     * @returns Initialized Tensor with memory Syncd to GPU device
-     */
-    std::shared_ptr<Tensor> tensor(
-      const std::vector<float>& data,
-      Tensor::TensorTypes tensorType = Tensor::TensorTypes::eDevice,
-      bool syncDataToGPU = true);
-
-    std::shared_ptr<Algorithm> algorithm(
-            const std::vector<std::shared_ptr<Tensor>>& tensors = {},
-            const std::vector<uint32_t>& spirv = {},
-            const Workgroup& workgroup = {},
-            const Constants& specializationConstants = {},
-            const Constants& pushConstants = {});
-
-    void destroy();
-    void clear();
-
-  private:
-    // -------------- OPTIONALLY OWNED RESOURCES
-    std::shared_ptr<vk::Instance> mInstance = nullptr;
-    bool mFreeInstance = false;
-    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
-    std::shared_ptr<vk::Device> mDevice = nullptr;
-    bool mFreeDevice = false;
-
-    // -------------- ALWAYS OWNED RESOURCES
-    std::vector<std::weak_ptr<Tensor>> mManagedTensors;
-    std::vector<std::weak_ptr<Sequence>> mManagedSequences;
-    std::vector<std::weak_ptr<Algorithm>> mManagedAlgorithms;
-
-    std::vector<uint32_t> mComputeQueueFamilyIndices;
-    std::vector<std::shared_ptr<vk::Queue>> mComputeQueues;
-
-    bool mManageResources = false;
-
-#if DEBUG
-#ifndef KOMPUTE_DISABLE_VK_DEBUG_LAYERS
-    vk::DebugReportCallbackEXT mDebugReportCallback;
-    vk::DispatchLoaderDynamic mDebugDispatcher;
-#endif
-#endif
-
-    // Create functions
-    void createInstance();
-    void createDevice(const std::vector<uint32_t>& familyQueueIndices = {}, uint32_t hysicalDeviceIndex = 0);
-};
-
-} // End namespace kp
-
-#include <fstream>
-
-namespace kp {
-
-/**
- * Operation that provides a general abstraction that simplifies the use of 
- * algorithm and parameter components which can be used with shaders.
- * By default it enables the user to provide a dynamic number of tensors
- * which are then passed as inputs.
- */
-class OpAlgoDispatch : public OpBase
-{
-  public:
-
-    OpAlgoDispatch(const std::shared_ptr<kp::Algorithm>& algorithm, bool skipAlgoInit = false);
-
-    /**
-     * Default destructor, which is in charge of destroying the algorithm
-     * components but does not destroy the underlying tensors
-     */
-    virtual ~OpAlgoDispatch() override;
-
-    /**
-     * This records the commands that are to be sent to the GPU. This includes
-     * the barriers that ensure the memory has been copied before going in and
-     * out of the shader, as well as the dispatch operation that sends the
-     * shader processing to the gpu. This function also records the GPU memory
-     * copy of the output data for the staging buffer so it can be read by the
-     * host.
-     */
-    virtual void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
-
-    /**
-     * Does not perform any preEval commands.
-     */
-    virtual void preEval() override;
-
-    /**
-     * Executes after the recorded commands are submitted, and performs a copy
-     * of the GPU Device memory into the staging buffer so the output data can
-     * be retrieved.
-     */
-    virtual void postEval() override;
-
-private:
-    // -------------- ALWAYS OWNED RESOURCES
-    std::shared_ptr<Algorithm> mAlgorithm;
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
- * Operation that performs multiplication on two tensors and outpus on third
- * tensor.
- */
-class OpMult : public OpAlgoDispatch
-{
-  public:
-
-    /**
-     * Default constructor with parameters that provides the bare minimum
-     * requirements for the operations to be able to create and manage their
-     * sub-components.
-     *
-     * @param physicalDevice Vulkan physical device used to find device queues
-     * @param device Vulkan logical device for passing to Algorithm
-     * @param commandBuffer Vulkan Command Buffer to record commands into
-     * @param tensors Tensors that are to be used in this operation
-     * @param komputeWorkgroup Optional parameter to specify the layout for processing
-     */
-    OpMult(std::vector<std::shared_ptr<Tensor>> tensors, std::shared_ptr<Algorithm> algorithm)
-        : OpAlgoDispatch(algorithm, true)
-    {
-        KP_LOG_DEBUG("Kompute OpMult constructor with params");
-
-        if (tensors.size() != 3) {
-            throw std::runtime_error("Kompute OpMult expected 3 tensors but got " + tensors.size());
-        }
-
-        std::vector<uint32_t> spirv(
-          (uint32_t*)shader_data::shaders_glsl_opmult_comp_spv,
-          (uint32_t*)(shader_data::shaders_glsl_opmult_comp_spv +
-            kp::shader_data::shaders_glsl_opmult_comp_spv_len));
-
-        algorithm->rebuild(tensors, spirv);
-    }
-
-    /**
-     * Default destructor, which is in charge of destroying the algorithm
-     * components but does not destroy the underlying tensors
-     */
-    virtual ~OpMult() override {
-        KP_LOG_DEBUG("Kompute OpMult destructor started");
-    }
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
-    Operation that copies the data from the first tensor to the rest of the tensors provided, using a record command for all the vectors. This operation does not own/manage the memory of the tensors passed to it. The operation must only receive tensors of type 
-*/
-class OpTensorCopy : public OpBase
-{
-  public:
-    /**
-     * Default constructor with parameters that provides the core vulkan resources and the tensors that will be used in the operation.
-     *
-     * @param physicalDevice Vulkan physical device used to find device queues
-     * @param device Vulkan logical device for passing to Algorithm
-     * @param commandBuffer Vulkan Command Buffer to record commands into
-     * @param tensors Tensors that will be used to create in operation.
-     */
-    OpTensorCopy(const std::vector<std::shared_ptr<Tensor>>& tensors);
-
-    /**
-     * Default destructor. This class does not manage memory so it won't be expecting the parent to perform a release.
-     */
-    ~OpTensorCopy() override;
-
-    /**
-     * Records the copy commands from the first tensor into all the other tensors provided. Also optionally records a barrier.
-     */
-    void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
-
-    /**
-     * Does not perform any preEval commands.
-     */
-    virtual void preEval() override;
-
-    /**
-     * Copies the local vectors for all the tensors to sync the data with the gpu.
-     */
-    virtual void postEval() override;
-
-  private:
-    // -------------- ALWAYS OWNED RESOURCES
-    std::vector<std::shared_ptr<Tensor>> mTensors;
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
-    Operation that syncs tensor's local memory by mapping device data into the local CPU memory. For TensorTypes::eDevice it will use a record operation for the memory to be syncd into GPU memory which means that the operation will be done in sync with GPU commands. For TensorTypes::eStaging it will only map the data into host memory which will happen during preEval before the recorded commands are dispatched. This operation won't have any effect on TensorTypes::eStaging.
-*/
-class OpTensorSyncLocal : public OpBase
-{
-  public:
-    /**
-     * Default constructor with parameters that provides the core vulkan resources and the tensors that will be used in the operation. The tensors provided cannot be of type TensorTypes::eStorage.
-     *
-     * @param physicalDevice Vulkan physical device used to find device queues
-     * @param device Vulkan logical device for passing to Algorithm
-     * @param commandBuffer Vulkan Command Buffer to record commands into
-     * @param tensors Tensors that will be used to create in operation.
-     */
-    OpTensorSyncLocal(const std::vector<std::shared_ptr<Tensor>>& tensors);
-
-    /**
-     * Default destructor. This class does not manage memory so it won't be expecting the parent to perform a release.
-     */
-    ~OpTensorSyncLocal() override;
-
-    /**
-     * For device tensors, it records the copy command for the tensor to copy the data from its device to staging memory.
-     */
-    void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
-
-    /**
-     * Does not perform any preEval commands.
-     */
-    virtual void preEval() override;
-
-    /**
-     * For host tensors it performs the map command from the host memory into local memory.
-     */
-    virtual void postEval() override;
-
-  private:
-    // -------------- ALWAYS OWNED RESOURCES
-    std::vector<std::shared_ptr<Tensor>> mTensors;
-};
-
-} // End namespace kp
+#pragma once
+/*
+    THIS FILE HAS BEEN AUTOMATICALLY GENERATED - DO NOT EDIT
+
+    ---
+
+    Copyright 2020 The Institute for Ethical AI & Machine Learning
+
+    Licensed under the Apache License, Version 2.0 (the "License");
+    you may not use this file except in compliance with the License.
+    You may obtain a copy of the License at
+
+        http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+*/
+
+#ifndef SHADEROP_SHADEROPMULT_HPP
+#define SHADEROP_SHADEROPMULT_HPP
+
+namespace kp {
+namespace shader_data {
+static const unsigned char shaders_glsl_opmult_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
+  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
+  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x4f, 0x75,
+  0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x07, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
+  0x65, 0x73, 0x4f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x05, 0x00, 0x19, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73,
+  0x6f, 0x72, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
+  0x65, 0x73, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x52, 0x68,
+  0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x73, 0x52, 0x68,
+  0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x4c, 0x45, 0x4e, 0x5f, 0x4c, 0x48, 0x53, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x4c, 0x45, 0x4e, 0x5f, 0x52, 0x48, 0x53, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x4c, 0x45, 0x4e, 0x5f,
+  0x4f, 0x55, 0x54, 0x00, 0x47, 0x00, 0x04, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x05, 0x00, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x20, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x03, 0x00, 0x21, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x29, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x2b, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x2d, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x1d, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x03, 0x00, 0x12, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x15, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x32, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x2d, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+  0x2c, 0x00, 0x00, 0x00, 0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0xf8, 0x00, 0x02, 0x00, 0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x1d, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x28, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00
+};
+static const unsigned int shaders_glsl_opmult_comp_spv_len = 1464;
+}
+}
+#endif // define SHADEROP_SHADEROPMULT_HPP
+
+/*
+    THIS FILE HAS BEEN AUTOMATICALLY GENERATED - DO NOT EDIT
+
+    ---
+
+    Copyright 2020 The Institute for Ethical AI & Machine Learning
+
+    Licensed under the Apache License, Version 2.0 (the "License");
+    you may not use this file except in compliance with the License.
+    You may obtain a copy of the License at
+
+        http://www.apache.org/licenses/LICENSE-2.0
+
+    Unless required by applicable law or agreed to in writing, software
+    distributed under the License is distributed on an "AS IS" BASIS,
+    WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+    See the License for the specific language governing permissions and
+    limitations under the License.
+*/
+
+#ifndef SHADEROP_SHADERLOGISTICREGRESSION_HPP
+#define SHADEROP_SHADERLOGISTICREGRESSION_HPP
+
+namespace kp {
+namespace shader_data {
+static const unsigned char shaders_glsl_logisticregression_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0xae, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x73, 0x69, 0x67, 0x6d, 0x6f, 0x69, 0x64, 0x28,
+  0x66, 0x31, 0x3b, 0x00, 0x05, 0x00, 0x03, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x7a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x08, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x69, 0x6e, 0x66, 0x65, 0x72, 0x65, 0x6e, 0x63, 0x65, 0x28, 0x76, 0x66,
+  0x32, 0x3b, 0x76, 0x66, 0x32, 0x3b, 0x66, 0x31, 0x3b, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00, 0x77, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00, 0x62, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x17, 0x00, 0x00, 0x00, 0x63, 0x61, 0x6c, 0x63,
+  0x75, 0x6c, 0x61, 0x74, 0x65, 0x4c, 0x6f, 0x73, 0x73, 0x28, 0x66, 0x31,
+  0x3b, 0x66, 0x31, 0x3b, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x15, 0x00, 0x00, 0x00, 0x79, 0x48, 0x61, 0x74, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x16, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x21, 0x00, 0x00, 0x00, 0x7a, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x27, 0x00, 0x00, 0x00, 0x79, 0x48, 0x61, 0x74,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x70, 0x61, 0x72, 0x61, 0x6d, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x3e, 0x00, 0x00, 0x00, 0x69, 0x64, 0x78, 0x00, 0x05, 0x00, 0x08, 0x00,
+  0x41, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47, 0x6c, 0x6f, 0x62, 0x61,
+  0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x49,
+  0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x46, 0x00, 0x00, 0x00,
+  0x77, 0x43, 0x75, 0x72, 0x72, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x48, 0x00, 0x00, 0x00, 0x62, 0x77, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x04, 0x00, 0x48, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x77, 0x69, 0x6e, 0x00, 0x05, 0x00, 0x03, 0x00, 0x4a, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x54, 0x00, 0x00, 0x00,
+  0x62, 0x43, 0x75, 0x72, 0x72, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x56, 0x00, 0x00, 0x00, 0x62, 0x62, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x04, 0x00, 0x56, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x62, 0x69, 0x6e, 0x00, 0x05, 0x00, 0x03, 0x00, 0x58, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x5b, 0x00, 0x00, 0x00,
+  0x78, 0x43, 0x75, 0x72, 0x72, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x5d, 0x00, 0x00, 0x00, 0x62, 0x78, 0x69, 0x00, 0x06, 0x00, 0x04, 0x00,
+  0x5d, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x78, 0x69, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x5f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x64, 0x00, 0x00, 0x00, 0x62, 0x78, 0x6a, 0x00,
+  0x06, 0x00, 0x04, 0x00, 0x64, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x78, 0x6a, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x66, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x6b, 0x00, 0x00, 0x00,
+  0x79, 0x43, 0x75, 0x72, 0x72, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x6d, 0x00, 0x00, 0x00, 0x62, 0x79, 0x00, 0x00, 0x06, 0x00, 0x04, 0x00,
+  0x6d, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x6f, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x73, 0x00, 0x00, 0x00, 0x79, 0x48, 0x61, 0x74,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x74, 0x00, 0x00, 0x00,
+  0x70, 0x61, 0x72, 0x61, 0x6d, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x76, 0x00, 0x00, 0x00, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x78, 0x00, 0x00, 0x00, 0x70, 0x61, 0x72, 0x61,
+  0x6d, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x7b, 0x00, 0x00, 0x00,
+  0x64, 0x5a, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x7f, 0x00, 0x00, 0x00,
+  0x64, 0x57, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x80, 0x00, 0x00, 0x00,
+  0x6d, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x86, 0x00, 0x00, 0x00,
+  0x64, 0x42, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x8b, 0x00, 0x00, 0x00,
+  0x62, 0x77, 0x6f, 0x75, 0x74, 0x69, 0x00, 0x00, 0x06, 0x00, 0x05, 0x00,
+  0x8b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x77, 0x6f, 0x75, 0x74,
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+  0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x39, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0xfe, 0x00, 0x02, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00,
+  0x85, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x36, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00,
+  0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x00, 0x00, 0xfe, 0x00, 0x02, 0x00, 0x39, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x01, 0x00
+};
+static const unsigned int shaders_glsl_logisticregression_comp_spv_len = 4816;
+}
+}
+#endif // define SHADEROP_SHADERLOGISTICREGRESSION_HPP
+
+#if VK_USE_PLATFORM_ANDROID_KHR
+#include <android/log.h>
+#include <kompute_vk_ndk_wrapper.hpp>
+// VK_NO_PROTOTYPES required before vulkan import but after wrapper.hpp
+#undef VK_NO_PROTOTYPES
+static const char* KOMPUTE_LOG_TAG = "KomputeLog";
+#endif
+
+#include <fmt/core.h>
+
+#include <vulkan/vulkan.hpp>
+
+// Typedefs to simplify interaction with core types
+namespace kp {
+typedef std::array<uint32_t, 3> Workgroup;
+typedef std::vector<float> Constants;
+}
+
+// Must be after vulkan is included
+#ifndef KOMPUTE_VK_API_VERSION
+#ifndef KOMPUTE_VK_API_MAJOR_VERSION
+#define KOMPUTE_VK_API_MAJOR_VERSION 1
+#endif // KOMPUTE_VK_API_MAJOR_VERSION
+#ifndef KOMPUTE_VK_API_MINOR_VERSION
+#define KOMPUTE_VK_API_MINOR_VERSION 1
+#endif // KOMPUTE_VK_API_MINOR_VERSION
+#define KOMPUTE_VK_API_VERSION                                                 \
+    VK_MAKE_VERSION(                                                           \
+      KOMPUTE_VK_API_MAJOR_VERSION, KOMPUTE_VK_API_MINOR_VERSION, 0)
+#endif // KOMPUTE_VK_API_VERSION
+
+// SPDLOG_ACTIVE_LEVEL must be defined before spdlog.h import
+#ifndef SPDLOG_ACTIVE_LEVEL
+#if DEBUG
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_DEBUG
+#else
+#define SPDLOG_ACTIVE_LEVEL SPDLOG_LEVEL_INFO
+#endif
+#endif
+
+#if defined(KOMPUTE_BUILD_PYTHON)
+#include <pybind11/pybind11.h>
+namespace py = pybind11;
+// from python/src/main.cpp
+extern py::object kp_debug, kp_info, kp_warning, kp_error;
+#endif
+
+#ifndef KOMPUTE_LOG_OVERRIDE
+#if KOMPUTE_ENABLE_SPDLOG
+#include <spdlog/spdlog.h>
+#define KP_LOG_DEBUG(...) SPDLOG_DEBUG(__VA_ARGS__)
+#define KP_LOG_INFO(...) SPDLOG_INFO(__VA_ARGS__)
+#define KP_LOG_WARN(...) SPDLOG_WARN(__VA_ARGS__)
+#define KP_LOG_ERROR(...) SPDLOG_ERROR(__VA_ARGS__)
+#else
+#include <iostream>
+#if SPDLOG_ACTIVE_LEVEL > 1
+#define KP_LOG_DEBUG(...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define KP_LOG_DEBUG(...)                                             \
+    ((void)__android_log_print(ANDROID_LOG_DEBUG, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define KP_LOG_DEBUG(...) kp_debug(fmt::format(__VA_ARGS__))
+#else
+#define KP_LOG_DEBUG(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 1
+
+#if SPDLOG_ACTIVE_LEVEL > 2
+#define KP_LOG_INFO(...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define KP_LOG_INFO(...)                                              \
+    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define KP_LOG_INFO(...) kp_info(fmt::format(__VA_ARGS__))
+#else
+#define KP_LOG_INFO(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 2
+
+#if SPDLOG_ACTIVE_LEVEL > 3
+#define KP_LOG_WARN(...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define KP_LOG_WARN(...)                                              \
+    ((void)__android_log_print(ANDROID_LOG_WARN, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define KP_LOG_WARN(...) kp_warning(fmt::format(__VA_ARGS__))
+#else
+#define KP_LOG_WARN(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 3
+
+#if SPDLOG_ACTIVE_LEVEL > 4
+#define KP_LOG_ERROR(...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define KP_LOG_ERROR(...)                                             \
+    ((void)__android_log_print(ANDROID_LOG_ERROR, KOMPUTE_LOG_TAG, fmt::format(__VA_ARGS__)))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define KP_LOG_ERROR(...) kp_error(fmt::format(__VA_ARGS__))
+#else
+#define KP_LOG_ERROR(...) fmt::print("[{} {}] [debug] [{}:{}] {}\n", __DATE__, __TIME__, __FILE__, __LINE__, fmt::format(__VA_ARGS__))
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 4
+#endif // KOMPUTE_SPDLOG_ENABLED
+#endif // KOMPUTE_LOG_OVERRIDE
+
+#if !defined(KOMPUTE_DISABLE_SHADER_UTILS) || !KOMPUTE_DISABLE_SHADER_UTILS
+#include <iostream>
+#include <vector>
+
+#include <glslang/Include/ResourceLimits.h>
+#include <glslang/Public/ShaderLang.h>
+#include <SPIRV/GlslangToSpv.h>
+
+namespace kp {
+
+// The default resource limit for the GLSL compiler, can be overwritten
+// Has been adobted by:
+// https://github.com/KhronosGroup/glslang/blob/master/StandAlone/ResourceLimits.cpp
+const TBuiltInResource defaultResource = {
+/* .MaxLights = */ 0,
+/* .MaxClipPlanes = */ 0,
+/* .MaxTextureUnits = */ 0,
+/* .MaxTextureCoords = */ 0,
+/* .MaxVertexAttribs = */ 64,
+/* .MaxVertexUniformComponents = */ 4096,
+/* .MaxVaryingFloats = */ 64,
+/* .MaxVertexTextureImageUnits = */ 0,
+/* .MaxCombinedTextureImageUnits = */ 0,
+/* .MaxTextureImageUnits = */ 0,
+/* .MaxFragmentUniformComponents = */ 0,
+/* .MaxDrawBuffers = */ 0,
+/* .MaxVertexUniformVectors = */ 128,
+/* .MaxVaryingVectors = */ 8,
+/* .MaxFragmentUniformVectors = */ 0,
+/* .MaxVertexOutputVectors = */ 16,
+/* .MaxFragmentInputVectors = */ 0,
+/* .MinProgramTexelOffset = */ -8,
+/* .MaxProgramTexelOffset = */ 7,
+/* .MaxClipDistances = */ 8,
+/* .MaxComputeWorkGroupCountX = */ 65535,
+/* .MaxComputeWorkGroupCountY = */ 65535,
+/* .MaxComputeWorkGroupCountZ = */ 65535,
+/* .MaxComputeWorkGroupSizeX = */ 1024,
+/* .MaxComputeWorkGroupSizeY = */ 1024,
+/* .MaxComputeWorkGroupSizeZ = */ 64,
+/* .MaxComputeUniformComponents = */ 1024,
+/* .MaxComputeTextureImageUnits = */ 16,
+/* .MaxComputeImageUniforms = */ 8,
+/* .MaxComputeAtomicCounters = */ 8,
+/* .MaxComputeAtomicCounterBuffers = */ 1,
+/* .MaxVaryingComponents = */ 60,
+/* .MaxVertexOutputComponents = */ 64,
+/* .MaxGeometryInputComponents = */ 64,
+/* .MaxGeometryOutputComponents = */ 128,
+/* .MaxFragmentInputComponents = */ 0,
+/* .MaxImageUnits = */ 0,
+/* .MaxCombinedImageUnitsAndFragmentOutputs = */ 0,
+/* .MaxCombinedShaderOutputResources = */ 8,
+/* .MaxImageSamples = */ 0,
+/* .MaxVertexImageUniforms = */ 0,
+/* .MaxTessControlImageUniforms = */ 0,
+/* .MaxTessEvaluationImageUniforms = */ 0,
+/* .MaxGeometryImageUniforms = */ 0,
+/* .MaxFragmentImageUniforms = */ 0,
+/* .MaxCombinedImageUniforms = */ 0,
+/* .MaxGeometryTextureImageUnits = */ 0,
+/* .MaxGeometryOutputVertices = */ 256,
+/* .MaxGeometryTotalOutputComponents = */ 1024,
+/* .MaxGeometryUniformComponents = */ 1024,
+/* .MaxGeometryVaryingComponents = */ 64,
+/* .MaxTessControlInputComponents = */ 128,
+/* .MaxTessControlOutputComponents = */ 128,
+/* .MaxTessControlTextureImageUnits = */ 0,
+/* .MaxTessControlUniformComponents = */ 1024,
+/* .MaxTessControlTotalOutputComponents = */ 4096,
+/* .MaxTessEvaluationInputComponents = */ 128,
+/* .MaxTessEvaluationOutputComponents = */ 128,
+/* .MaxTessEvaluationTextureImageUnits = */ 16,
+/* .MaxTessEvaluationUniformComponents = */ 1024,
+/* .MaxTessPatchComponents = */ 120,
+/* .MaxPatchVertices = */ 32,
+/* .MaxTessGenLevel = */ 64,
+/* .MaxViewports = */ 16,
+/* .MaxVertexAtomicCounters = */ 0,
+/* .MaxTessControlAtomicCounters = */ 0,
+/* .MaxTessEvaluationAtomicCounters = */ 0,
+/* .MaxGeometryAtomicCounters = */ 0,
+/* .MaxFragmentAtomicCounters = */ 0,
+/* .MaxCombinedAtomicCounters = */ 8,
+/* .MaxAtomicCounterBindings = */ 1,
+/* .MaxVertexAtomicCounterBuffers = */ 0,
+/* .MaxTessControlAtomicCounterBuffers = */ 0,
+/* .MaxTessEvaluationAtomicCounterBuffers = */ 0,
+/* .MaxGeometryAtomicCounterBuffers = */ 0,
+/* .MaxFragmentAtomicCounterBuffers = */ 0,
+/* .MaxCombinedAtomicCounterBuffers = */ 1,
+/* .MaxAtomicCounterBufferSize = */ 16384,
+/* .MaxTransformFeedbackBuffers = */ 4,
+/* .MaxTransformFeedbackInterleavedComponents = */ 64,
+/* .MaxCullDistances = */ 8,
+/* .MaxCombinedClipAndCullDistances = */ 8,
+/* .MaxSamples = */ 4,
+/* .maxMeshOutputVerticesNV = */ 256,
+/* .maxMeshOutputPrimitivesNV = */ 512,
+/* .maxMeshWorkGroupSizeX_NV = */ 32,
+/* .maxMeshWorkGroupSizeY_NV = */ 1,
+/* .maxMeshWorkGroupSizeZ_NV = */ 1,
+/* .maxTaskWorkGroupSizeX_NV = */ 32,
+/* .maxTaskWorkGroupSizeY_NV = */ 1,
+/* .maxTaskWorkGroupSizeZ_NV = */ 1,
+/* .maxMeshViewCountNV = */ 4,
+/* .maxDualSourceDrawBuffersEXT = */ 1,
+
+/* .limits = */ {
+    /* .nonInductiveForLoops = */ 1,
+    /* .whileLoops = */ 1,
+    /* .doWhileLoops = */ 1,
+    /* .generalUniformIndexing = */ 1,
+    /* .generalAttributeMatrixVectorIndexing = */ 1,
+    /* .generalVaryingIndexing = */ 1,
+    /* .generalSamplerIndexing = */ 1,
+    /* .generalVariableIndexing = */ 1,
+    /* .generalConstantMatrixVectorIndexing = */ 1,
+}};
+    
+/**
+    Shader utily class with functions to compile and process glsl files.
+*/
+class Shader {
+public:
+    /**
+     * Compile multiple sources with optional filenames. Currently this function
+     * uses the glslang C++ interface which is not thread safe so this funciton
+     * should not be called from multiple threads concurrently. If you have a
+     * online shader processing multithreading use-case that can't use offline 
+     * compilation please open an issue.
+     *
+     * @param sources A list of raw glsl shaders in string format
+     * @param files A list of file names respective to each of the sources
+     * @param entryPoint The function name to use as entry point
+     * @param definitions List of pairs containing key value definitions
+     * @param resourcesLimit A list that contains the resource limits for the GLSL compiler
+     * @return The compiled SPIR-V binary in unsigned int32 format
+     */
+    static std::vector<uint32_t> compile_sources(
+            const std::vector<std::string>& sources,
+            const std::vector<std::string>& files = {},
+            const std::string& entryPoint = "main",
+            std::vector<std::pair<std::string,std::string>> definitions = {},
+            const TBuiltInResource& resources = defaultResource);
+
+    /**
+     * Compile a single glslang source from string value. Currently this function
+     * uses the glslang C++ interface which is not thread safe so this funciton
+     * should not be called from multiple threads concurrently. If you have a
+     * online shader processing multithreading use-case that can't use offline 
+     * compilation please open an issue.
+     *
+     * @param source An individual raw glsl shader in string format
+     * @param entryPoint The function name to use as entry point
+     * @param definitions List of pairs containing key value definitions
+     * @param resourcesLimit A list that contains the resource limits for the GLSL compiler
+     * @return The compiled SPIR-V binary in unsigned int32 format
+     */
+    static std::vector<uint32_t> compile_source(
+            const std::string& source,
+            const std::string& entryPoint = "main",
+            std::vector<std::pair<std::string,std::string>> definitions = {},
+            const TBuiltInResource& resources = defaultResource);
+
+};
+
+}
+#endif // DKOMPUTE_DISABLE_SHADER_UTILS
+
+namespace kp {
+
+/**
+ * Structured data used in GPU operations.
+ *
+ * Tensors are the base building block in Kompute to perform operations across
+ * GPUs. Each tensor would have a respective Vulkan memory and buffer, which
+ * would be used to store their respective data. The tensors can be used for GPU
+ * data storage or transfer.
+ */
+class Tensor
+{
+  public:
+    /**
+     * Type for tensors created: Device allows memory to be transferred from
+     * staging buffers. Staging are host memory visible. Storage are device
+     * visible but are not set up to transfer or receive data (only for shader
+     * storage).
+     */
+    enum class TensorTypes
+    {
+        eDevice = 0,  ///< Type is device memory, source and destination
+        eHost = 1,    ///< Type is host memory, source and destination
+        eStorage = 2, ///< Type is Device memory (only)
+    };
+
+    /**
+     *  Default constructor with data provided which would be used to create the
+     * respective vulkan buffer and memory.
+     *
+     *  @param data Non-zero-sized vector of data that will be used by the
+     * tensor
+     *  @param tensorType Type for the tensor which is of type TensorTypes
+     */
+    Tensor(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           const std::vector<float>& data,
+           const TensorTypes& tensorType = TensorTypes::eDevice);
+
+    /**
+     * Destructor which is in charge of freeing vulkan resources unless they
+     * have been provided externally.
+     */
+    ~Tensor();
+
+    /**
+     * Initialiser which calls the initialisation for all the respective tensors
+     * as well as creates the respective staging tensors. The staging tensors
+     * would only be created for the tensors of type TensorType::eDevice as
+     * otherwise there is no need to copy from host memory.
+     */
+    void rebuild(const std::vector<float>& data,
+           TensorTypes tensorType = TensorTypes::eDevice);
+
+    /**
+     * Destroys and frees the GPU resources which include the buffer and memory.
+     */
+    void destroy();
+
+    bool isInit();
+
+    /**
+     * Returns the vector of data currently contained by the Tensor. It is
+     * important to ensure that there is no out-of-sync data with the GPU
+     * memory.
+     *
+     * @return Reference to vector of elements representing the data in the
+     * tensor.
+     */
+    std::vector<float>& data();
+    /**
+     * Overrides the subscript operator to expose the underlying data's
+     * subscript operator which in this case would be its underlying
+     * vector's.
+     *
+     * @param i The index where the element will be returned from.
+     * @return Returns the element in the position requested.
+     */
+    float& operator[](int index);
+    /**
+     * Returns the size/magnitude of the Tensor, which will be the total number
+     * of elements across all dimensions
+     *
+     * @return Unsigned integer representing the total number of elements
+     */
+    uint32_t size();
+
+    /**
+     * Retrieve the tensor type of the Tensor
+     *
+     * @return Tensor type of tensor
+     */
+    TensorTypes tensorType();
+
+    /**
+     * Sets / resets the vector data of the tensor. This function does not
+     * perform any copies into GPU memory and is only performed on the host.
+     */
+    void setData(const std::vector<float>& data);
+
+    /**
+     * Records a copy from the memory of the tensor provided to the current
+     * thensor. This is intended to pass memory into a processing, to perform
+     * a staging buffer transfer, or to gather output (between others).
+     *
+     * @param commandBuffer Vulkan Command Buffer to record the commands into
+     * @param copyFromTensor Tensor to copy the data from
+     * @param createBarrier Whether to create a barrier that ensures the data is
+     * copied before further operations. Default is true.
+     */
+    void recordCopyFrom(std::shared_ptr<vk::CommandBuffer> commandBuffer,
+                        std::shared_ptr<Tensor> copyFromTensor,
+                        bool createBarrier);
+
+    /**
+     * Records a copy from the internal staging memory to the device memory
+     * using an optional barrier to wait for the operation. This function would
+     * only be relevant for kp::Tensors of type eDevice.
+     *
+     * @param commandBuffer Vulkan Command Buffer to record the commands into
+     * @param createBarrier Whether to create a barrier that ensures the data is
+     * copied before further operations. Default is true.
+     */
+    void recordCopyFromStagingToDevice(
+      std::shared_ptr<vk::CommandBuffer> commandBuffer,
+      bool createBarrier);
+
+    /**
+     * Records a copy from the internal device memory to the staging memory
+     * using an optional barrier to wait for the operation. This function would
+     * only be relevant for kp::Tensors of type eDevice.
+     *
+     * @param commandBuffer Vulkan Command Buffer to record the commands into
+     * @param createBarrier Whether to create a barrier that ensures the data is
+     * copied before further operations. Default is true.
+     */
+    void recordCopyFromDeviceToStaging(
+      std::shared_ptr<vk::CommandBuffer> commandBuffer,
+      bool createBarrier);
+
+    /**
+     * Records the buffer memory barrier into the command buffer which
+     * ensures that relevant data transfers are carried out correctly.
+     *
+     * @param commandBuffer Vulkan Command Buffer to record the commands into
+     * @param srcAccessMask Access flags for source access mask
+     * @param dstAccessMask Access flags for destination access mask
+     * @param scrStageMask Pipeline stage flags for source stage mask
+     * @param dstStageMask Pipeline stage flags for destination stage mask
+     */
+    void recordBufferMemoryBarrier(
+      std::shared_ptr<vk::CommandBuffer> commandBuffer,
+      vk::AccessFlagBits srcAccessMask,
+      vk::AccessFlagBits dstAccessMask,
+      vk::PipelineStageFlagBits srcStageMask,
+      vk::PipelineStageFlagBits dstStageMask);
+
+    /**
+     * Constructs a vulkan descriptor buffer info which can be used to specify
+     * and reference the underlying buffer component of the tensor without
+     * exposing it.
+     *
+     * @return Descriptor buffer info with own buffer
+     */
+    vk::DescriptorBufferInfo constructDescriptorBufferInfo();
+    /**
+     * Maps data from the Host Visible GPU memory into the data vector. It
+     * requires the Tensor to be of staging type for it to work.
+     */
+    void mapDataFromHostMemory();
+    /**
+     * Maps data from the data vector into the Host Visible GPU memory. It
+     * requires the tensor to be of staging type for it to work.
+     */
+    void mapDataIntoHostMemory();
+
+  private:
+    // -------------- NEVER OWNED RESOURCES
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice;
+    std::shared_ptr<vk::Device> mDevice;
+
+    // -------------- OPTIONALLY OWNED RESOURCES
+    std::shared_ptr<vk::Buffer> mPrimaryBuffer;
+    bool mFreePrimaryBuffer = false;
+    std::shared_ptr<vk::Buffer> mStagingBuffer;
+    bool mFreeStagingBuffer = false;
+    std::shared_ptr<vk::DeviceMemory> mPrimaryMemory;
+    bool mFreePrimaryMemory = false;
+    std::shared_ptr<vk::DeviceMemory> mStagingMemory;
+    bool mFreeStagingMemory = false;
+
+    // -------------- ALWAYS OWNED RESOURCES
+    std::vector<float> mData;
+
+    TensorTypes mTensorType = TensorTypes::eDevice;
+
+    void allocateMemoryCreateGPUResources(); // Creates the vulkan buffer
+    void createBuffer(std::shared_ptr<vk::Buffer> buffer,
+                      vk::BufferUsageFlags bufferUsageFlags);
+    void allocateBindMemory(std::shared_ptr<vk::Buffer> buffer,
+                            std::shared_ptr<vk::DeviceMemory> memory,
+                            vk::MemoryPropertyFlags memoryPropertyFlags);
+    void copyBuffer(std::shared_ptr<vk::CommandBuffer> commandBuffer,
+                    std::shared_ptr<vk::Buffer> bufferFrom,
+                    std::shared_ptr<vk::Buffer> bufferTo,
+                    vk::DeviceSize bufferSize,
+                    vk::BufferCopy copyRegion,
+                    bool createBarrier);
+
+    // Private util functions
+    vk::BufferUsageFlags getPrimaryBufferUsageFlags();
+    vk::MemoryPropertyFlags getPrimaryMemoryPropertyFlags();
+    vk::BufferUsageFlags getStagingBufferUsageFlags();
+    vk::MemoryPropertyFlags getStagingMemoryPropertyFlags();
+    uint64_t memorySize();
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+    Abstraction for compute shaders that are run on top of tensors grouped via
+   ParameterGroups (which group descriptorsets)
+*/
+class Algorithm
+{
+public:
+
+    /**
+     *  Default constructor for Algorithm
+     *
+     *  @param device The Vulkan device to use for creating resources
+     *  @param commandBuffer The vulkan command buffer to bind the pipeline and
+     * shaders
+     */
+    Algorithm(
+            std::shared_ptr<vk::Device> device,
+            const std::vector<std::shared_ptr<Tensor>>& tensors = {},
+            const std::vector<uint32_t>& spirv = {},
+            const Workgroup& workgroup = {},
+            const Constants& specializationConstants = {},
+            const Constants& pushConstants = {});
+
+    /**
+     * Initialiser for the shader data provided to the algorithm as well as
+     * tensor parameters that will be used in shader.
+     *
+     * @param shaderFileData The bytes in spir-v format of the shader
+     * @tensorParams The Tensors to be used in the Algorithm / shader for
+     * @specalizationInstalces The specialization parameters to pass to the function
+     * processing
+     */
+    void rebuild(
+            const std::vector<std::shared_ptr<Tensor>>& tensors = {},
+            const std::vector<uint32_t>& spirv = {},
+            const Workgroup& workgroup = {},
+            const Constants& specializationConstants = {},
+            const Constants& pushConstants = {});
+
+    /**
+     * Destructor for Algorithm which is responsible for freeing and desroying
+     * respective pipelines and owned parameter groups.
+     */
+    ~Algorithm();
+
+    /**
+     * Records the dispatch function with the provided template parameters or
+     * alternatively using the size of the tensor by default.
+     *
+     * @param x Layout X dispatch value
+     * @param y Layout Y dispatch value
+     * @param z Layout Z dispatch value
+     */
+    void recordDispatch(std::shared_ptr<vk::CommandBuffer> commandBuffer);
+
+    bool isInit();
+
+    void setWorkgroup(const Workgroup& workgroup, uint32_t minSize = 1);
+
+    const Workgroup& getWorkgroup();
+    const Constants& getSpecializationConstants();
+    const Constants& getPushConstants();
+    const std::vector<std::shared_ptr<Tensor>>& getTensors();
+
+    void destroy();
+
+private:
+    // -------------- NEVER OWNED RESOURCES
+    std::shared_ptr<vk::Device> mDevice;
+    std::vector<std::shared_ptr<Tensor>> mTensors;
+
+    // -------------- OPTIONALLY OWNED RESOURCES
+    std::shared_ptr<vk::DescriptorSetLayout> mDescriptorSetLayout;
+    bool mFreeDescriptorSetLayout = false;
+    std::shared_ptr<vk::DescriptorPool> mDescriptorPool;
+    bool mFreeDescriptorPool = false;
+    std::shared_ptr<vk::DescriptorSet> mDescriptorSet;
+    bool mFreeDescriptorSet = false;
+    std::shared_ptr<vk::ShaderModule> mShaderModule;
+    bool mFreeShaderModule = false;
+    std::shared_ptr<vk::PipelineLayout> mPipelineLayout;
+    bool mFreePipelineLayout = false;
+    std::shared_ptr<vk::PipelineCache> mPipelineCache;
+    bool mFreePipelineCache = false;
+    std::shared_ptr<vk::Pipeline> mPipeline;
+    bool mFreePipeline = false;
+
+    // -------------- ALWAYS OWNED RESOURCES
+    std::vector<uint32_t> mSpirv;
+    Constants mSpecializationConstants;
+    Constants mPushConstants;
+    Workgroup mWorkgroup;
+
+    bool mIsInit;
+
+    // Create util functions
+    void createShaderModule();
+    void createPipeline();
+
+    // Parameters
+    void createParameters();
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+ *  Base Operation which provides the high level interface that Kompute
+ *  operations implement in order to perform a set of actions in the GPU.
+ *
+ *  Operations can perform actions on tensors, and optionally can also own an
+ *  Algorithm with respective parameters. kp::Operations with kp::Algorithms
+ *  would inherit from kp::OpBaseAlgo.
+ */
+class OpBase
+{
+  public:
+
+    /**
+     * Default destructor for OpBase class. This OpBase destructor class should
+     * always be called to destroy and free owned resources unless it is
+     * intended to destroy the resources in the parent class.
+     */
+    virtual ~OpBase()
+    {
+        KP_LOG_DEBUG("Kompute OpBase destructor started");
+    }
+
+    /**
+     * The record function is intended to only send a record command or run
+     * commands that are expected to record operations that are to be submitted
+     * as a batch into the GPU.
+     */
+    virtual void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) = 0;
+
+    /**
+     * Pre eval is called before the Sequence has called eval and submitted the commands to
+     * the GPU for processing, and can be used to perform any per-eval setup steps
+     * required as the computation iteration begins. It's worth noting that 
+     * there are situations where eval can be called multiple times, so the 
+     * resources that are created should be idempotent in case it's called multiple
+     * times in a row.
+     */
+    virtual void preEval() = 0;
+
+    /**
+     * Post eval is called after the Sequence has called eval and submitted the commands to
+     * the GPU for processing, and can be used to perform any tear-down steps
+     * required as the computation iteration finishes. It's worth noting that 
+     * there are situations where eval can be called multiple times, so the 
+     * resources that are destroyed should not require a re-init unless explicitly
+     * provided by the user.
+     */
+    virtual void postEval() = 0;
+};
+
+} // End namespace kp
+
+#include <fstream>
+
+namespace kp {
+
+/**
+ * Operation that provides a general abstraction that simplifies the use of 
+ * algorithm and parameter components which can be used with shaders.
+ * By default it enables the user to provide a dynamic number of tensors
+ * which are then passed as inputs.
+ */
+class OpAlgoDispatch : public OpBase
+{
+  public:
+
+    OpAlgoDispatch(const std::shared_ptr<kp::Algorithm>& algorithm, bool skipAlgoCheck = false);
+
+    /**
+     * Default destructor, which is in charge of destroying the algorithm
+     * components but does not destroy the underlying tensors
+     */
+    virtual ~OpAlgoDispatch() override;
+
+    /**
+     * This records the commands that are to be sent to the GPU. This includes
+     * the barriers that ensure the memory has been copied before going in and
+     * out of the shader, as well as the dispatch operation that sends the
+     * shader processing to the gpu. This function also records the GPU memory
+     * copy of the output data for the staging buffer so it can be read by the
+     * host.
+     */
+    virtual void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
+
+    /**
+     * Does not perform any preEval commands.
+     */
+    virtual void preEval() override;
+
+    /**
+     * Executes after the recorded commands are submitted, and performs a copy
+     * of the GPU Device memory into the staging buffer so the output data can
+     * be retrieved.
+     */
+    virtual void postEval() override;
+
+private:
+    // -------------- ALWAYS OWNED RESOURCES
+    std::shared_ptr<Algorithm> mAlgorithm;
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+ * Operation that performs multiplication on two tensors and outpus on third
+ * tensor.
+ */
+class OpMult : public OpAlgoDispatch
+{
+  public:
+
+    /**
+     * Default constructor with parameters that provides the bare minimum
+     * requirements for the operations to be able to create and manage their
+     * sub-components.
+     *
+     * @param physicalDevice Vulkan physical device used to find device queues
+     * @param device Vulkan logical device for passing to Algorithm
+     * @param commandBuffer Vulkan Command Buffer to record commands into
+     * @param tensors Tensors that are to be used in this operation
+     * @param komputeWorkgroup Optional parameter to specify the layout for processing
+     */
+    OpMult(std::vector<std::shared_ptr<Tensor>> tensors, std::shared_ptr<Algorithm> algorithm)
+        : OpAlgoDispatch(algorithm, true)
+    {
+        KP_LOG_DEBUG("Kompute OpMult constructor with params");
+
+        if (tensors.size() != 3) {
+            throw std::runtime_error("Kompute OpMult expected 3 tensors but got " + tensors.size());
+        }
+
+        std::vector<uint32_t> spirv(
+          (uint32_t*)shader_data::shaders_glsl_opmult_comp_spv,
+          (uint32_t*)(shader_data::shaders_glsl_opmult_comp_spv +
+            kp::shader_data::shaders_glsl_opmult_comp_spv_len));
+
+        algorithm->rebuild(tensors, spirv);
+    }
+
+    /**
+     * Default destructor, which is in charge of destroying the algorithm
+     * components but does not destroy the underlying tensors
+     */
+    virtual ~OpMult() override {
+        KP_LOG_DEBUG("Kompute OpMult destructor started");
+    }
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+    Operation that copies the data from the first tensor to the rest of the tensors provided, using a record command for all the vectors. This operation does not own/manage the memory of the tensors passed to it. The operation must only receive tensors of type 
+*/
+class OpTensorCopy : public OpBase
+{
+  public:
+    /**
+     * Default constructor with parameters that provides the core vulkan resources and the tensors that will be used in the operation.
+     *
+     * @param physicalDevice Vulkan physical device used to find device queues
+     * @param device Vulkan logical device for passing to Algorithm
+     * @param commandBuffer Vulkan Command Buffer to record commands into
+     * @param tensors Tensors that will be used to create in operation.
+     */
+    OpTensorCopy(const std::vector<std::shared_ptr<Tensor>>& tensors);
+
+    /**
+     * Default destructor. This class does not manage memory so it won't be expecting the parent to perform a release.
+     */
+    ~OpTensorCopy() override;
+
+    /**
+     * Records the copy commands from the first tensor into all the other tensors provided. Also optionally records a barrier.
+     */
+    void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
+
+    /**
+     * Does not perform any preEval commands.
+     */
+    virtual void preEval() override;
+
+    /**
+     * Copies the local vectors for all the tensors to sync the data with the gpu.
+     */
+    virtual void postEval() override;
+
+  private:
+    // -------------- ALWAYS OWNED RESOURCES
+    std::vector<std::shared_ptr<Tensor>> mTensors;
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+    Operation that syncs tensor's device by mapping local data into the device memory. For TensorTypes::eDevice it will use a record operation for the memory to be syncd into GPU memory which means that the operation will be done in sync with GPU commands. For TensorTypes::eStaging it will only map the data into host memory which will happen during preEval before the recorded commands are dispatched. This operation won't have any effect on TensorTypes::eStaging.
+*/
+class OpTensorSyncDevice : public OpBase
+{
+  public:
+    /**
+     * Default constructor with parameters that provides the core vulkan resources and the tensors that will be used in the operation. The tensos provided cannot be of type TensorTypes::eStorage.
+     *
+     * @param physicalDevice Vulkan physical device used to find device queues
+     * @param device Vulkan logical device for passing to Algorithm
+     * @param commandBuffer Vulkan Command Buffer to record commands into
+     * @param tensors Tensors that will be used to create in operation.
+     */
+    OpTensorSyncDevice(const std::vector<std::shared_ptr<Tensor>>& tensors);
+
+    /**
+     * Default destructor. This class does not manage memory so it won't be expecting the parent to perform a release.
+     */
+    ~OpTensorSyncDevice() override;
+
+    /**
+     * For device tensors, it records the copy command for the tensor to copy the data from its staging to device memory.
+     */
+    void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
+
+    /**
+     * Does not perform any preEval commands.
+     */
+    virtual void preEval() override;
+
+    /**
+     * Does not perform any postEval commands.
+     */
+    virtual void postEval() override;
+
+  private:
+    // -------------- ALWAYS OWNED RESOURCES
+    std::vector<std::shared_ptr<Tensor>> mTensors;
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+    Operation that syncs tensor's local memory by mapping device data into the local CPU memory. For TensorTypes::eDevice it will use a record operation for the memory to be syncd into GPU memory which means that the operation will be done in sync with GPU commands. For TensorTypes::eStaging it will only map the data into host memory which will happen during preEval before the recorded commands are dispatched. This operation won't have any effect on TensorTypes::eStaging.
+*/
+class OpTensorSyncLocal : public OpBase
+{
+  public:
+    /**
+     * Default constructor with parameters that provides the core vulkan resources and the tensors that will be used in the operation. The tensors provided cannot be of type TensorTypes::eStorage.
+     *
+     * @param physicalDevice Vulkan physical device used to find device queues
+     * @param device Vulkan logical device for passing to Algorithm
+     * @param commandBuffer Vulkan Command Buffer to record commands into
+     * @param tensors Tensors that will be used to create in operation.
+     */
+    OpTensorSyncLocal(const std::vector<std::shared_ptr<Tensor>>& tensors);
+
+    /**
+     * Default destructor. This class does not manage memory so it won't be expecting the parent to perform a release.
+     */
+    ~OpTensorSyncLocal() override;
+
+    /**
+     * For device tensors, it records the copy command for the tensor to copy the data from its device to staging memory.
+     */
+    void record(std::shared_ptr<vk::CommandBuffer> commandBuffer) override;
+
+    /**
+     * Does not perform any preEval commands.
+     */
+    virtual void preEval() override;
+
+    /**
+     * For host tensors it performs the map command from the host memory into local memory.
+     */
+    virtual void postEval() override;
+
+  private:
+    // -------------- ALWAYS OWNED RESOURCES
+    std::vector<std::shared_ptr<Tensor>> mTensors;
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+ *  Container of operations that can be sent to GPU as batch
+ */
+class Sequence: public std::enable_shared_from_this<Sequence>
+{
+  public:
+    /**
+     * Main constructor for sequence which requires core vulkan components to
+     * generate all dependent resources.
+     *
+     * @param physicalDevice Vulkan physical device
+     * @param device Vulkan logical device
+     * @param computeQueue Vulkan compute queue
+     * @param queueIndex Vulkan compute queue index in device
+     */
+    Sequence(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+             std::shared_ptr<vk::Device> device,
+             std::shared_ptr<vk::Queue> computeQueue,
+             uint32_t queueIndex);
+    /**
+     * Destructor for sequence which is responsible for cleaning all subsequent
+     * owned operations.
+     */
+    ~Sequence();
+
+    /**
+     */
+    std::shared_ptr<Sequence> record(std::shared_ptr<OpBase> op);
+
+    /**
+     * Record function for operation to be added to the GPU queue in batch. This
+     * template requires classes to be derived from the OpBase class. This
+     * function also requires the Sequence to be recording, otherwise it will
+     * not be able to add the operation.
+     *
+     * @param tensors Vector of tensors to use for the operation
+     * @param TArgs Template parameters that are used to initialise operation
+     * which allows for extensible configurations on initialisation.
+     */
+    template<typename T, typename... TArgs>
+    std::shared_ptr<Sequence>
+    record(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
+    {
+        KP_LOG_DEBUG("Kompute Sequence record function started");
+
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Kompute Sequence record(...) template only valid with "
+                      "OpBase derived classes");
+
+        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        std::shared_ptr<T> op{
+            new T(tensors, std::forward<TArgs>(params)...) };
+
+        return this->record(op);
+    }
+    template<typename T, typename... TArgs>
+    std::shared_ptr<Sequence>
+    record(std::shared_ptr<Algorithm> algorithm, TArgs&&... params)
+    {
+        KP_LOG_DEBUG("Kompute Sequence record function started");
+
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Kompute Sequence record(...) template only valid with "
+                      "OpBase derived classes");
+
+        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        std::shared_ptr<T> op{
+            new T(algorithm, std::forward<TArgs>(params)...) };
+
+        return this->record(op);
+    }
+
+    /**
+     * Eval sends all the recorded and stored operations in the vector of
+     * operations into the gpu as a submit job with a barrier.
+     *
+     * @return shared_ptr<Sequence> of the Sequence class itself
+     */
+    std::shared_ptr<Sequence> eval();
+
+    std::shared_ptr<Sequence> eval(std::shared_ptr<OpBase> op);
+
+    /**
+     * Eval sends all the recorded and stored operations in the vector of
+     * operations into the gpu as a submit job with a barrier.
+     *
+     * @return shared_ptr<Sequence> of the Sequence class itself
+     */
+    // TODO: Aim to have only a single function with tensors/algorithm
+    template<typename T, typename... TArgs>
+    std::shared_ptr<Sequence>
+    eval(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
+    {
+        KP_LOG_DEBUG("Kompute Sequence record function started");
+
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Kompute Sequence record(...) template only valid with "
+                      "OpBase derived classes");
+
+        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        std::shared_ptr<T> op{
+            new T(tensors, std::forward<TArgs>(params)...) };
+
+        // TODO: Aim to be able to handle errors when returning without throw except
+        return this->eval(op);
+    }
+    // Needded as otherise can't use initialiser list
+    template<typename T, typename... TArgs>
+    std::shared_ptr<Sequence>
+    eval(std::shared_ptr<Algorithm> algorithm, TArgs&&... params)
+    {
+        KP_LOG_DEBUG("Kompute Sequence record function started");
+
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Kompute Sequence record(...) template only valid with "
+                      "OpBase derived classes");
+
+        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        std::shared_ptr<T> op{
+            new T(algorithm, std::forward<TArgs>(params)...) };
+
+        return this->eval(op);
+    }
+
+    /**
+     * Eval Async sends all the recorded and stored operations in the vector of
+     * operations into the gpu as a submit job with a barrier. EvalAwait() must
+     * be called after to ensure the sequence is terminated correctly.
+     *
+     * @return Boolean stating whether execution was successful.
+     */
+    std::shared_ptr<Sequence> evalAsync();
+    std::shared_ptr<Sequence> evalAsync(std::shared_ptr<OpBase> op);
+
+    /**
+     * Eval sends all the recorded and stored operations in the vector of
+     * operations into the gpu as a submit job with a barrier.
+     *
+     * @return shared_ptr<Sequence> of the Sequence class itself
+     */
+    template<typename T, typename... TArgs>
+    std::shared_ptr<Sequence>
+    evalAsync(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
+    {
+        KP_LOG_DEBUG("Kompute Sequence record function started");
+
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Kompute Sequence record(...) template only valid with "
+                      "OpBase derived classes");
+
+        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        std::shared_ptr<T> op{
+            new T(tensors, std::forward<TArgs>(params)...) };
+
+        return this->evalAsync(op);
+    }
+    // Needed as otherwise it's not possible to use initializer lists
+    template<typename T, typename... TArgs>
+    std::shared_ptr<Sequence>
+    evalAsync(std::shared_ptr<Algorithm> algorithm, TArgs&&... params)
+    {
+        KP_LOG_DEBUG("Kompute Sequence record function started");
+
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Kompute Sequence record(...) template only valid with "
+                      "OpBase derived classes");
+
+        KP_LOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        std::shared_ptr<T> op{
+            new T(algorithm, std::forward<TArgs>(params)...) };
+
+        return this->evalAsync(op);
+    }
+
+    /**
+     * Eval Await waits for the fence to finish processing and then once it
+     * finishes, it runs the postEval of all operations.
+     *
+     * @param waitFor Number of milliseconds to wait before timing out.
+     * @return Boolean stating whether execution was successful.
+     */
+    std::shared_ptr<Sequence> evalAwait(uint64_t waitFor = UINT64_MAX);
+
+    /**
+     * Clear function clears all operations currently recorded and starts recording again.
+     */
+    void clear();
+
+    /**
+     * Begins recording commands for commands to be submitted into the command
+     * buffer.
+     *
+     * @return Boolean stating whether execution was successful.
+     */
+    void begin();
+
+    /**
+     * Ends the recording and stops recording commands when the record command
+     * is sent.
+     *
+     * @return Boolean stating whether execution was successful.
+     */
+    void end();
+
+    /**
+     * Returns true if the sequence is currently in recording activated.
+     *
+     * @return Boolean stating if recording ongoing.
+     */
+    bool isRecording();
+
+    bool isInit();
+
+    /**
+     * Returns true if the sequence is currently running - mostly used for async
+     * workloads.
+     *
+     * @return Boolean stating if currently running.
+     */
+    bool isRunning();
+
+    /**
+     * Destroys and frees the GPU resources which include the buffer and memory
+     * and sets the sequence as init=False.
+     */
+    void destroy();
+
+  private:
+    // -------------- NEVER OWNED RESOURCES
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
+    std::shared_ptr<vk::Device> mDevice = nullptr;
+    std::shared_ptr<vk::Queue> mComputeQueue = nullptr;
+    uint32_t mQueueIndex = -1;
+
+    // -------------- OPTIONALLY OWNED RESOURCES
+    std::shared_ptr<vk::CommandPool> mCommandPool = nullptr;
+    bool mFreeCommandPool = false;
+    std::shared_ptr<vk::CommandBuffer> mCommandBuffer = nullptr;
+    bool mFreeCommandBuffer = false;
+
+    // -------------- ALWAYS OWNED RESOURCES
+    vk::Fence mFence;
+    std::vector<std::shared_ptr<OpBase>> mOperations;
+
+    // State
+    bool mRecording = false;
+    bool mIsRunning = false;
+
+    // Create functions
+    void createCommandPool();
+    void createCommandBuffer();
+};
+
+} // End namespace kp
+
+#include <set>
+#include <unordered_map>
+
+#define KP_DEFAULT_SESSION "DEFAULT"
+
+namespace kp {
+
+/**
+    Base orchestrator which creates and manages device and child components
+*/
+class Manager
+{
+  public:
+    /**
+        Base constructor and default used which creates the base resources
+       including choosing the device 0 by default.
+    */
+    Manager();
+
+    /**
+     * Similar to base constructor but allows the user to provide the device
+     * they would like to create the resources on.
+     *
+     * @param physicalDeviceIndex The index of the physical device to use
+     * @param manageResources (Optional) Whether to manage the memory of the
+     * resources created and destroy when the manager is destroyed.
+     * @param familyQueueIndices (Optional) List of queue indices to add for
+     * explicit allocation
+     * @param totalQueues The total number of compute queues to create.
+     */
+    Manager(uint32_t physicalDeviceIndex,
+            const std::vector<uint32_t>& familyQueueIndices = {});
+
+    /**
+     * Manager constructor which allows your own vulkan application to integrate
+     * with the vulkan kompute use.
+     *
+     * @param instance Vulkan compute instance to base this application
+     * @param physicalDevice Vulkan physical device to use for application
+     * @param device Vulkan logical device to use for all base resources
+     * @param physicalDeviceIndex Index for vulkan physical device used
+     */
+    Manager(std::shared_ptr<vk::Instance> instance,
+            std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+            std::shared_ptr<vk::Device> device);
+
+    /**
+     * Manager destructor which would ensure all owned resources are destroyed
+     * unless explicitly stated that resources should not be destroyed or freed.
+     */
+    ~Manager();
+
+    /**
+     * Get or create a managed Sequence that will be contained by this manager.
+     * If the named sequence does not currently exist, it would be created and
+     * initialised.
+     *
+     * @param sequenceName The name for the named sequence to be retrieved or
+     * created
+     * @param queueIndex The queue to use from the available queues
+     * @return Shared pointer to the manager owned sequence resource
+     */
+    std::shared_ptr<Sequence> sequence(uint32_t queueIndex = 0);
+
+    /**
+     * Function that simplifies the common workflow of tensor creation and
+     * initialization. It will take the constructor parameters for a Tensor
+     * and will will us it to create a new Tensor and then create it. The
+     * tensor memory will then be managed and owned by the manager.
+     *
+     * @param data The data to initialize the tensor with
+     * @param tensorType The type of tensor to initialize
+     * @param syncDataToGPU Whether to sync the data to GPU memory
+     * @returns Initialized Tensor with memory Syncd to GPU device
+     */
+    std::shared_ptr<Tensor> tensor(
+      const std::vector<float>& data,
+      Tensor::TensorTypes tensorType = Tensor::TensorTypes::eDevice);
+
+    std::shared_ptr<Algorithm> algorithm(
+            const std::vector<std::shared_ptr<Tensor>>& tensors = {},
+            const std::vector<uint32_t>& spirv = {},
+            const Workgroup& workgroup = {},
+            const Constants& specializationConstants = {},
+            const Constants& pushConstants = {});
+
+    void destroy();
+    void clear();
+
+  private:
+    // -------------- OPTIONALLY OWNED RESOURCES
+    std::shared_ptr<vk::Instance> mInstance = nullptr;
+    bool mFreeInstance = false;
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
+    std::shared_ptr<vk::Device> mDevice = nullptr;
+    bool mFreeDevice = false;
+
+    // -------------- ALWAYS OWNED RESOURCES
+    std::vector<std::weak_ptr<Tensor>> mManagedTensors;
+    std::vector<std::weak_ptr<Sequence>> mManagedSequences;
+    std::vector<std::weak_ptr<Algorithm>> mManagedAlgorithms;
+
+    std::vector<uint32_t> mComputeQueueFamilyIndices;
+    std::vector<std::shared_ptr<vk::Queue>> mComputeQueues;
+
+    bool mManageResources = false;
+
+#if DEBUG
+#ifndef KOMPUTE_DISABLE_VK_DEBUG_LAYERS
+    vk::DebugReportCallbackEXT mDebugReportCallback;
+    vk::DispatchLoaderDynamic mDebugDispatcher;
+#endif
+#endif
+
+    // Create functions
+    void createInstance();
+    void createDevice(const std::vector<uint32_t>& familyQueueIndices = {}, uint32_t hysicalDeviceIndex = 0);
+};
+
+} // End namespace kp
diff --git a/src/Algorithm.cpp b/src/Algorithm.cpp
index 6215dd090..4e532e269 100644
--- a/src/Algorithm.cpp
+++ b/src/Algorithm.cpp
@@ -126,16 +126,19 @@ Algorithm::destroy() {
         this->mShaderModule = nullptr;
     }
 
-    if (this->mFreeDescriptorSet) {
-        KP_LOG_DEBUG("Kompute Algorithm Freeing Descriptor Set");
-        if (!this->mDescriptorSet) {
-            KP_LOG_WARN(
-              "Kompute Algorithm Error requested to free descriptor set");
-        }
-        this->mDevice->freeDescriptorSets(
-          *this->mDescriptorPool, 1, this->mDescriptorSet.get());
-        this->mDescriptorSet = nullptr;
-    }
+    // We don't call freeDescriptorSet as the descriptor pool is not created with
+    // VK_DESCRIPTOR_POOL_CREATE_FREE_DESCRIPTOR_SET_BIT more at
+    // (https://www.khronos.org/registry/vulkan/specs/1.0/html/vkspec.html#VUID-vkFreeDescriptorSets-descriptorPool-00312))
+    //if (this->mFreeDescriptorSet) {
+    //    KP_LOG_DEBUG("Kompute Algorithm Freeing Descriptor Set");
+    //    if (!this->mDescriptorSet) {
+    //        KP_LOG_WARN(
+    //          "Kompute Algorithm Error requested to free descriptor set");
+    //    }
+    //    this->mDevice->freeDescriptorSets(
+    //      *this->mDescriptorPool, 1, this->mDescriptorSet.get());
+    //    this->mDescriptorSet = nullptr;
+    //}
 
     if (this->mFreeDescriptorSetLayout) {
         KP_LOG_DEBUG("Kompute Algorithm Destroying Descriptor Set Layout");
diff --git a/src/Manager.cpp b/src/Manager.cpp
index ea152f1a8..92ffaea9c 100644
--- a/src/Manager.cpp
+++ b/src/Manager.cpp
@@ -346,8 +346,7 @@ Manager::createDevice(const std::vector<uint32_t>& familyQueueIndices, uint32_t
 std::shared_ptr<Tensor>
 Manager::tensor(
   const std::vector<float>& data,
-  Tensor::TensorTypes tensorType,
-  bool syncDataToGPU)
+  Tensor::TensorTypes tensorType)
 {
     KP_LOG_DEBUG("Kompute Manager tensor creation triggered");
 
diff --git a/src/include/kompute/Manager.hpp b/src/include/kompute/Manager.hpp
index 0e97f12fa..f963d5f5a 100644
--- a/src/include/kompute/Manager.hpp
+++ b/src/include/kompute/Manager.hpp
@@ -7,8 +7,6 @@
 
 #include "kompute/Sequence.hpp"
 
-#include "kompute/operations/OpTensorSyncDevice.hpp"
-
 #define KP_DEFAULT_SESSION "DEFAULT"
 
 namespace kp {
@@ -83,8 +81,7 @@ class Manager
      */
     std::shared_ptr<Tensor> tensor(
       const std::vector<float>& data,
-      Tensor::TensorTypes tensorType = Tensor::TensorTypes::eDevice,
-      bool syncDataToGPU = true);
+      Tensor::TensorTypes tensorType = Tensor::TensorTypes::eDevice);
 
     std::shared_ptr<Algorithm> algorithm(
             const std::vector<std::shared_ptr<Tensor>>& tensors = {},
diff --git a/src/include/kompute/operations/OpAlgoDispatch.hpp b/src/include/kompute/operations/OpAlgoDispatch.hpp
index e61c3166d..d80c6bd91 100644
--- a/src/include/kompute/operations/OpAlgoDispatch.hpp
+++ b/src/include/kompute/operations/OpAlgoDispatch.hpp
@@ -17,7 +17,7 @@ class OpAlgoDispatch : public OpBase
 {
   public:
 
-    OpAlgoDispatch(const std::shared_ptr<kp::Algorithm>& algorithm, bool skipAlgoInit = false);
+    OpAlgoDispatch(const std::shared_ptr<kp::Algorithm>& algorithm, bool skipAlgoCheck = false);
 
     /**
      * Default destructor, which is in charge of destroying the algorithm
diff --git a/src/include/kompute/shaders/shaderlogisticregression.hpp b/src/include/kompute/shaders/shaderlogisticregression.hpp
index f456ac1cf..5293a3593 100755
--- a/src/include/kompute/shaders/shaderlogisticregression.hpp
+++ b/src/include/kompute/shaders/shaderlogisticregression.hpp
@@ -23,411 +23,411 @@
 
 namespace kp {
 namespace shader_data {
-static const unsigned char shaders_glsl_logisticregression_comp_spv[] = {
-  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0a, 0x00, 0x08, 0x00,
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-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x69, 0x00, 0x00, 0x00,
-  0x68, 0x00, 0x00, 0x00, 0x50, 0x00, 0x05, 0x00, 0x0c, 0x00, 0x00, 0x00,
-  0x6a, 0x00, 0x00, 0x00, 0x62, 0x00, 0x00, 0x00, 0x69, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x5b, 0x00, 0x00, 0x00, 0x6a, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x70, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00,
-  0x71, 0x00, 0x00, 0x00, 0x6f, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
-  0x70, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x72, 0x00, 0x00, 0x00, 0x71, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x6b, 0x00, 0x00, 0x00, 0x72, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x0c, 0x00, 0x00, 0x00, 0x75, 0x00, 0x00, 0x00, 0x5b, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x74, 0x00, 0x00, 0x00, 0x75, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x77, 0x00, 0x00, 0x00,
-  0x46, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x76, 0x00, 0x00, 0x00,
-  0x77, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x79, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x78, 0x00, 0x00, 0x00, 0x79, 0x00, 0x00, 0x00, 0x39, 0x00, 0x07, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x7a, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
-  0x74, 0x00, 0x00, 0x00, 0x76, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x73, 0x00, 0x00, 0x00, 0x7a, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x7c, 0x00, 0x00, 0x00,
-  0x73, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x7d, 0x00, 0x00, 0x00, 0x6b, 0x00, 0x00, 0x00, 0x83, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x7e, 0x00, 0x00, 0x00, 0x7c, 0x00, 0x00, 0x00,
-  0x7d, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x7b, 0x00, 0x00, 0x00,
-  0x7e, 0x00, 0x00, 0x00, 0x88, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x81, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x82, 0x00, 0x00, 0x00,
-  0x5b, 0x00, 0x00, 0x00, 0x8e, 0x00, 0x05, 0x00, 0x0c, 0x00, 0x00, 0x00,
-  0x83, 0x00, 0x00, 0x00, 0x82, 0x00, 0x00, 0x00, 0x81, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00,
-  0x7b, 0x00, 0x00, 0x00, 0x8e, 0x00, 0x05, 0x00, 0x0c, 0x00, 0x00, 0x00,
-  0x85, 0x00, 0x00, 0x00, 0x83, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x7f, 0x00, 0x00, 0x00, 0x85, 0x00, 0x00, 0x00,
-  0x88, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x87, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x7b, 0x00, 0x00, 0x00,
-  0x85, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x89, 0x00, 0x00, 0x00,
-  0x87, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x86, 0x00, 0x00, 0x00, 0x89, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x3c, 0x00, 0x00, 0x00, 0x8e, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x05, 0x00, 0x07, 0x00, 0x00, 0x00, 0x8f, 0x00, 0x00, 0x00,
-  0x7f, 0x00, 0x00, 0x00, 0x42, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x90, 0x00, 0x00, 0x00, 0x8f, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00, 0x91, 0x00, 0x00, 0x00,
-  0x8d, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x8e, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x91, 0x00, 0x00, 0x00, 0x90, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00, 0x96, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x98, 0x00, 0x00, 0x00, 0x7f, 0x00, 0x00, 0x00, 0x97, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x99, 0x00, 0x00, 0x00,
-  0x98, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00,
-  0x9a, 0x00, 0x00, 0x00, 0x95, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00,
-  0x96, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x9a, 0x00, 0x00, 0x00,
-  0x99, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00,
-  0x9f, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00, 0x86, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00, 0xa1, 0x00, 0x00, 0x00,
-  0x9e, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x9f, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0xa1, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00, 0xa6, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0xa8, 0x00, 0x00, 0x00, 0x73, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0xa7, 0x00, 0x00, 0x00, 0xa8, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x00, 0x00, 0x6b, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0xa9, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x00, 0x00,
-  0x39, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
-  0x17, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00, 0xac, 0x00, 0x00, 0x00,
-  0xa5, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0xa6, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0xac, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
-  0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00, 0x36, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x09, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
-  0x09, 0x00, 0x00, 0x00, 0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x88, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x1e, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0xfe, 0x00, 0x02, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
-  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x0d, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x0d, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
-  0x13, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x0c, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
-  0x94, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
-  0x24, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x39, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
-  0x0a, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
-  0xfe, 0x00, 0x02, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
-  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
-  0x0c, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00,
-  0x85, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
-  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
-  0x36, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00,
-  0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x00, 0x00, 0xfe, 0x00, 0x02, 0x00, 0x39, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x01, 0x00
-};
-static const unsigned int shaders_glsl_logisticregression_comp_spv_len = 4816;
+static const unsigned char shaders_glsl_logisticregression_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0xae, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x73, 0x69, 0x67, 0x6d, 0x6f, 0x69, 0x64, 0x28,
+  0x66, 0x31, 0x3b, 0x00, 0x05, 0x00, 0x03, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x7a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x08, 0x00, 0x12, 0x00, 0x00, 0x00,
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+  0x96, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x9a, 0x00, 0x00, 0x00,
+  0x99, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00,
+  0x9f, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00, 0x86, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00, 0xa1, 0x00, 0x00, 0x00,
+  0x9e, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x9f, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0xa1, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00, 0xa6, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0xa8, 0x00, 0x00, 0x00, 0x73, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0xa7, 0x00, 0x00, 0x00, 0xa8, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x00, 0x00, 0x6b, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0xa9, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x00, 0x00,
+  0x39, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00, 0xac, 0x00, 0x00, 0x00,
+  0xa5, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0xa6, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0xac, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
+  0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00, 0x36, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x88, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0xfe, 0x00, 0x02, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x13, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
+  0x94, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x39, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0xfe, 0x00, 0x02, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00,
+  0x85, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x36, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00,
+  0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x00, 0x00, 0xfe, 0x00, 0x02, 0x00, 0x39, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x01, 0x00
+};
+static const unsigned int shaders_glsl_logisticregression_comp_spv_len = 4816;
 }
 }
 #endif // define SHADEROP_SHADERLOGISTICREGRESSION_HPP
diff --git a/src/include/kompute/shaders/shaderopmult.hpp b/src/include/kompute/shaders/shaderopmult.hpp
index f4015a58f..0954a23dd 100755
--- a/src/include/kompute/shaders/shaderopmult.hpp
+++ b/src/include/kompute/shaders/shaderopmult.hpp
@@ -23,131 +23,131 @@
 
 namespace kp {
 namespace shader_data {
-static const unsigned char shaders_glsl_opmult_comp_spv[] = {
-  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0a, 0x00, 0x08, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
-  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
-  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x08, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
-  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
-  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x4f, 0x75,
-  0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x07, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
-  0x65, 0x73, 0x4f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x03, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x05, 0x00, 0x19, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73,
-  0x6f, 0x72, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
-  0x65, 0x73, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x52, 0x68,
-  0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x73, 0x52, 0x68,
-  0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x23, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x4c, 0x45, 0x4e, 0x5f, 0x4c, 0x48, 0x53, 0x00, 0x05, 0x00, 0x04, 0x00,
-  0x2a, 0x00, 0x00, 0x00, 0x4c, 0x45, 0x4e, 0x5f, 0x52, 0x48, 0x53, 0x00,
-  0x05, 0x00, 0x04, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x4c, 0x45, 0x4e, 0x5f,
-  0x4f, 0x55, 0x54, 0x00, 0x47, 0x00, 0x04, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x48, 0x00, 0x05, 0x00, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x14, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x20, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x03, 0x00, 0x21, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x29, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x2b, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x2d, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00,
-  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00, 0x09, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
-  0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
-  0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x16, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x1d, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
-  0x1e, 0x00, 0x03, 0x00, 0x12, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00,
-  0x14, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
-  0x15, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x2b, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x18, 0x00, 0x00, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
-  0x1a, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x22, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x32, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x2a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00,
-  0x2d, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
-  0x2c, 0x00, 0x00, 0x00, 0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
-  0xf8, 0x00, 0x02, 0x00, 0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
-  0x1d, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
-  0x16, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0x25, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x24, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
-  0x26, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00,
-  0x26, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0x28, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x17, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00
-};
-static const unsigned int shaders_glsl_opmult_comp_spv_len = 1464;
+static const unsigned char shaders_glsl_opmult_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
+  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
+  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x4f, 0x75,
+  0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x07, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
+  0x65, 0x73, 0x4f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x05, 0x00, 0x19, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73,
+  0x6f, 0x72, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75,
+  0x65, 0x73, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x74, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x52, 0x68,
+  0x73, 0x00, 0x00, 0x00, 0x06, 0x00, 0x06, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x73, 0x52, 0x68,
+  0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x4c, 0x45, 0x4e, 0x5f, 0x4c, 0x48, 0x53, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x4c, 0x45, 0x4e, 0x5f, 0x52, 0x48, 0x53, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x4c, 0x45, 0x4e, 0x5f,
+  0x4f, 0x55, 0x54, 0x00, 0x47, 0x00, 0x04, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x05, 0x00, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x20, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x03, 0x00, 0x21, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x29, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x2b, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x2d, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x1d, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x03, 0x00, 0x12, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x15, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x32, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x32, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x2d, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+  0x2c, 0x00, 0x00, 0x00, 0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0xf8, 0x00, 0x02, 0x00, 0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x08, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x1d, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x28, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00
+};
+static const unsigned int shaders_glsl_opmult_comp_spv_len = 1464;
 }
 }
 #endif // define SHADEROP_SHADEROPMULT_HPP
diff --git a/test/compiled_shaders_include/kompute_test/shaders/shadertest_logistic_regression.hpp b/test/compiled_shaders_include/kompute_test/shaders/shadertest_logistic_regression.hpp
index 342861429..18ab913e7 100755
--- a/test/compiled_shaders_include/kompute_test/shaders/shadertest_logistic_regression.hpp
+++ b/test/compiled_shaders_include/kompute_test/shaders/shadertest_logistic_regression.hpp
@@ -23,411 +23,411 @@
 
 namespace kp {
 namespace shader_data {
-static const unsigned char test_shaders_glsl_test_logistic_regression_comp_spv[] = {
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-  0x9f, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00, 0x86, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00, 0xa1, 0x00, 0x00, 0x00,
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-  0x3e, 0x00, 0x03, 0x00, 0xac, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
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-  0x09, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
-  0x09, 0x00, 0x00, 0x00, 0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x88, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
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-  0x0c, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
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-  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
-  0x24, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x39, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
-  0x0a, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
-  0xfe, 0x00, 0x02, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
-  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
-  0x0c, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00,
-  0x85, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
-  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
-  0x36, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00,
-  0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x00, 0x00, 0xfe, 0x00, 0x02, 0x00, 0x39, 0x00, 0x00, 0x00,
-  0x38, 0x00, 0x01, 0x00
-};
-static const unsigned int test_shaders_glsl_test_logistic_regression_comp_spv_len = 4816;
+static const unsigned char test_shaders_glsl_test_logistic_regression_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0xae, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x05, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x73, 0x69, 0x67, 0x6d, 0x6f, 0x69, 0x64, 0x28,
+  0x66, 0x31, 0x3b, 0x00, 0x05, 0x00, 0x03, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x7a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x08, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x69, 0x6e, 0x66, 0x65, 0x72, 0x65, 0x6e, 0x63, 0x65, 0x28, 0x76, 0x66,
+  0x32, 0x3b, 0x76, 0x66, 0x32, 0x3b, 0x66, 0x31, 0x3b, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00, 0x77, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00, 0x62, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x17, 0x00, 0x00, 0x00, 0x63, 0x61, 0x6c, 0x63,
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+  0x9e, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x9f, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0xa1, 0x00, 0x00, 0x00, 0xa0, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00, 0xa6, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0xa8, 0x00, 0x00, 0x00, 0x73, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0xa7, 0x00, 0x00, 0x00, 0xa8, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x00, 0x00, 0x6b, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0xa9, 0x00, 0x00, 0x00, 0xaa, 0x00, 0x00, 0x00,
+  0x39, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x06, 0x00, 0x4d, 0x00, 0x00, 0x00, 0xac, 0x00, 0x00, 0x00,
+  0xa5, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0xa6, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0xac, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
+  0xfd, 0x00, 0x01, 0x00, 0x38, 0x00, 0x01, 0x00, 0x36, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x88, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0xfe, 0x00, 0x02, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x13, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00,
+  0x94, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x39, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0xfe, 0x00, 0x02, 0x00, 0x2b, 0x00, 0x00, 0x00, 0x38, 0x00, 0x01, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x37, 0x00, 0x03, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x2f, 0x00, 0x00, 0x00,
+  0x85, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x32, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x83, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x06, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x36, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x35, 0x00, 0x00, 0x00, 0x85, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00, 0x33, 0x00, 0x00, 0x00,
+  0x36, 0x00, 0x00, 0x00, 0x81, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x00, 0x00, 0x31, 0x00, 0x00, 0x00, 0x37, 0x00, 0x00, 0x00,
+  0x7f, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x39, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x00, 0x00, 0xfe, 0x00, 0x02, 0x00, 0x39, 0x00, 0x00, 0x00,
+  0x38, 0x00, 0x01, 0x00
+};
+static const unsigned int test_shaders_glsl_test_logistic_regression_comp_spv_len = 4816;
 }
 }
 #endif // define SHADEROP_SHADERTEST_LOGISTIC_REGRESSION_HPP
diff --git a/test/compiled_shaders_include/kompute_test/shaders/shadertest_op_custom_shader.hpp b/test/compiled_shaders_include/kompute_test/shaders/shadertest_op_custom_shader.hpp
index edbf2eed7..e4acc7026 100755
--- a/test/compiled_shaders_include/kompute_test/shaders/shadertest_op_custom_shader.hpp
+++ b/test/compiled_shaders_include/kompute_test/shaders/shadertest_op_custom_shader.hpp
@@ -23,101 +23,101 @@
 
 namespace kp {
 namespace shader_data {
-static const unsigned char test_shaders_glsl_test_op_custom_shader_comp_spv[] = {
-  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0a, 0x00, 0x08, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
-  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
-  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x08, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
-  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
-  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x62, 0x00, 0x00, 0x00, 0x06, 0x00, 0x04, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x70, 0x62, 0x00, 0x00,
-  0x05, 0x00, 0x03, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00, 0x61, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x04, 0x00, 0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x70, 0x61, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x1b, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x48, 0x00, 0x05, 0x00, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
-  0x12, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x14, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x26, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x21, 0x00, 0x03, 0x00, 0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x15, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00,
-  0x09, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x09, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x04, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x16, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x12, 0x00, 0x00, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
-  0x13, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x15, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00,
-  0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
-  0x1a, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
-  0x25, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00,
-  0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
-  0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
-  0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0x1e, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
-  0x1f, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
-  0x1d, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
-  0x16, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x20, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x70, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
-  0x23, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
-  0x1d, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
-  0x16, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x24, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00,
-  0x38, 0x00, 0x01, 0x00
-};
-static const unsigned int test_shaders_glsl_test_op_custom_shader_comp_spv_len = 1096;
+static const unsigned char test_shaders_glsl_test_op_custom_shader_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x06, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0xc2, 0x01, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
+  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
+  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x62, 0x00, 0x00, 0x00, 0x06, 0x00, 0x04, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x70, 0x62, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00, 0x61, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x04, 0x00, 0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x70, 0x61, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x05, 0x00, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
+  0x12, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x14, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x26, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x03, 0x00, 0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x15, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x09, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x16, 0x00, 0x03, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x13, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x13, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x15, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x15, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00,
+  0x25, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00,
+  0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0xf8, 0x00, 0x02, 0x00,
+  0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x16, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x1f, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x1d, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x70, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x1d, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x1b, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00,
+  0x38, 0x00, 0x01, 0x00
+};
+static const unsigned int test_shaders_glsl_test_op_custom_shader_comp_spv_len = 1096;
 }
 }
 #endif // define SHADEROP_SHADERTEST_OP_CUSTOM_SHADER_HPP
diff --git a/test/compiled_shaders_include/kompute_test/shaders/shadertest_workgroup.hpp b/test/compiled_shaders_include/kompute_test/shaders/shadertest_workgroup.hpp
index 15d623478..4b0bc4572 100755
--- a/test/compiled_shaders_include/kompute_test/shaders/shadertest_workgroup.hpp
+++ b/test/compiled_shaders_include/kompute_test/shaders/shadertest_workgroup.hpp
@@ -23,126 +23,126 @@
 
 namespace kp {
 namespace shader_data {
-static const unsigned char test_shaders_glsl_test_workgroup_comp_spv[] = {
-  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0a, 0x00, 0x08, 0x00,
-  0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
-  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x05, 0x00, 0x00, 0x00,
-  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
-  0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00, 0xc2, 0x01, 0x00, 0x00,
-  0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e,
-  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x08, 0x00, 0x00, 0x00,
-  0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x57, 0x6f, 0x72, 0x6b, 0x47,
-  0x72, 0x6f, 0x75, 0x70, 0x49, 0x44, 0x00, 0x00, 0x05, 0x00, 0x07, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x4e, 0x75, 0x6d, 0x57, 0x6f,
-  0x72, 0x6b, 0x47, 0x72, 0x6f, 0x75, 0x70, 0x73, 0x00, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x62, 0x6f, 0x75, 0x74,
-  0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x05, 0x00, 0x1a, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x74, 0x6f, 0x75, 0x74, 0x78, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x03, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x05, 0x00, 0x08, 0x00, 0x20, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
-  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
-  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0x62, 0x6f, 0x75, 0x74, 0x32, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x05, 0x00, 0x27, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x74, 0x6f, 0x75, 0x74, 0x79, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
-  0x29, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x04, 0x00,
-  0x1a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x48, 0x00, 0x05, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
-  0x1a, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x26, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
-  0x48, 0x00, 0x04, 0x00, 0x27, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x27, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x03, 0x00, 0x27, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
-  0x47, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
-  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x21, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
-  0x2f, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
-  0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00,
-  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00, 0x09, 0x00, 0x00, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
-  0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
-  0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x16, 0x00, 0x03, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
-  0x19, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
-  0x1a, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
-  0x1b, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00,
-  0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
-  0x1d, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x01, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x24, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
-  0x26, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
-  0x27, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
-  0x28, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
-  0x3b, 0x00, 0x04, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x02, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00,
-  0x2f, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00,
-  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
-  0xf8, 0x00, 0x02, 0x00, 0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
-  0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
-  0x0b, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
-  0x10, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
-  0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
-  0x0f, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
-  0x0d, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
-  0x11, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x16, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00,
-  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
-  0x16, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x08, 0x00, 0x00, 0x00,
-  0x17, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x1f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
-  0x0d, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
-  0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
-  0x22, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x70, 0x00, 0x04, 0x00,
-  0x18, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
-  0x41, 0x00, 0x06, 0x00, 0x24, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00,
-  0x1c, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00,
-  0x3e, 0x00, 0x03, 0x00, 0x25, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
-  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00,
-  0x2b, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
-  0x2b, 0x00, 0x00, 0x00, 0x70, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
-  0x2d, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
-  0x24, 0x00, 0x00, 0x00, 0x2e, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
-  0x1e, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
-  0x2e, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00,
-  0x38, 0x00, 0x01, 0x00
-};
-static const unsigned int test_shaders_glsl_test_workgroup_comp_spv_len = 1396;
+static const unsigned char test_shaders_glsl_test_workgroup_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x08, 0x00, 0x08, 0x00,
+  0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x11, 0x00, 0x02, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x06, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x47, 0x4c, 0x53, 0x4c, 0x2e, 0x73, 0x74, 0x64, 0x2e, 0x34, 0x35, 0x30,
+  0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x03, 0x00, 0x02, 0x00, 0x00, 0x00, 0xc2, 0x01, 0x00, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e,
+  0x00, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x69, 0x6e, 0x64, 0x65, 0x78, 0x00, 0x00, 0x00, 0x05, 0x00, 0x06, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x57, 0x6f, 0x72, 0x6b, 0x47,
+  0x72, 0x6f, 0x75, 0x70, 0x49, 0x44, 0x00, 0x00, 0x05, 0x00, 0x07, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x4e, 0x75, 0x6d, 0x57, 0x6f,
+  0x72, 0x6b, 0x47, 0x72, 0x6f, 0x75, 0x70, 0x73, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x04, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x62, 0x6f, 0x75, 0x74,
+  0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x05, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x74, 0x6f, 0x75, 0x74, 0x78, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x03, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x05, 0x00, 0x08, 0x00, 0x20, 0x00, 0x00, 0x00, 0x67, 0x6c, 0x5f, 0x47,
+  0x6c, 0x6f, 0x62, 0x61, 0x6c, 0x49, 0x6e, 0x76, 0x6f, 0x63, 0x61, 0x74,
+  0x69, 0x6f, 0x6e, 0x49, 0x44, 0x00, 0x00, 0x00, 0x05, 0x00, 0x04, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x62, 0x6f, 0x75, 0x74, 0x32, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x05, 0x00, 0x27, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x74, 0x6f, 0x75, 0x74, 0x79, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
+  0x29, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x10, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x48, 0x00, 0x04, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x05, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x03, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x04, 0x00, 0x27, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x48, 0x00, 0x05, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x03, 0x00, 0x27, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x47, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x21, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x47, 0x00, 0x04, 0x00,
+  0x2f, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00,
+  0x13, 0x00, 0x02, 0x00, 0x02, 0x00, 0x00, 0x00, 0x21, 0x00, 0x03, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x04, 0x00, 0x07, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x04, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x16, 0x00, 0x03, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
+  0x19, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
+  0x1a, 0x00, 0x00, 0x00, 0x19, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x1b, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x1a, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x1b, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x15, 0x00, 0x04, 0x00, 0x1d, 0x00, 0x00, 0x00,
+  0x20, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2b, 0x00, 0x04, 0x00,
+  0x1d, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00, 0x24, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1d, 0x00, 0x03, 0x00,
+  0x26, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x03, 0x00,
+  0x27, 0x00, 0x00, 0x00, 0x26, 0x00, 0x00, 0x00, 0x20, 0x00, 0x04, 0x00,
+  0x28, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x27, 0x00, 0x00, 0x00,
+  0x3b, 0x00, 0x04, 0x00, 0x28, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x06, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x2f, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x36, 0x00, 0x05, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0xf8, 0x00, 0x02, 0x00, 0x05, 0x00, 0x00, 0x00, 0x3b, 0x00, 0x04, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x07, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x0b, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x0f, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x12, 0x00, 0x00, 0x00,
+  0x84, 0x00, 0x05, 0x00, 0x06, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x0f, 0x00, 0x00, 0x00, 0x13, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x15, 0x00, 0x00, 0x00, 0x80, 0x00, 0x05, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x17, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x16, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x17, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x1f, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00,
+  0x0d, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x22, 0x00, 0x00, 0x00, 0x21, 0x00, 0x00, 0x00, 0x70, 0x00, 0x04, 0x00,
+  0x18, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00, 0x22, 0x00, 0x00, 0x00,
+  0x41, 0x00, 0x06, 0x00, 0x24, 0x00, 0x00, 0x00, 0x25, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0x1e, 0x00, 0x00, 0x00, 0x1f, 0x00, 0x00, 0x00,
+  0x3e, 0x00, 0x03, 0x00, 0x25, 0x00, 0x00, 0x00, 0x23, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x41, 0x00, 0x05, 0x00, 0x0d, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00,
+  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00,
+  0x2b, 0x00, 0x00, 0x00, 0x70, 0x00, 0x04, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x2d, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x41, 0x00, 0x06, 0x00,
+  0x24, 0x00, 0x00, 0x00, 0x2e, 0x00, 0x00, 0x00, 0x29, 0x00, 0x00, 0x00,
+  0x1e, 0x00, 0x00, 0x00, 0x2a, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00,
+  0x2e, 0x00, 0x00, 0x00, 0x2d, 0x00, 0x00, 0x00, 0xfd, 0x00, 0x01, 0x00,
+  0x38, 0x00, 0x01, 0x00
+};
+static const unsigned int test_shaders_glsl_test_workgroup_comp_spv_len = 1396;
 }
 }
 #endif // define SHADEROP_SHADERTEST_WORKGROUP_HPP
diff --git a/test/shaders/glsl/test_logistic_regression.comp.spv b/test/shaders/glsl/test_logistic_regression.comp.spv
index 2f6883dac..f68cb431d 100755
Binary files a/test/shaders/glsl/test_logistic_regression.comp.spv and b/test/shaders/glsl/test_logistic_regression.comp.spv differ
diff --git a/test/shaders/glsl/test_op_custom_shader.comp.spv b/test/shaders/glsl/test_op_custom_shader.comp.spv
index 1c1a83c30..88b54d372 100755
Binary files a/test/shaders/glsl/test_op_custom_shader.comp.spv and b/test/shaders/glsl/test_op_custom_shader.comp.spv differ
diff --git a/test/shaders/glsl/test_workgroup.comp.spv b/test/shaders/glsl/test_workgroup.comp.spv
index 533d994fe..93b87ba7d 100755
Binary files a/test/shaders/glsl/test_workgroup.comp.spv and b/test/shaders/glsl/test_workgroup.comp.spv differ