From c1b53cda9d5e59b8a8eccad43d821090c6478455 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:05:17 +0000
Subject: [PATCH 01/38] Added initial iteration of shaderc

---
 .ccls                               |  2 ++
 .gitmodules                         |  4 +++
 Makefile                            |  7 +++-
 external/shaderc                    |  1 +
 test/CMakeLists.txt                 | 32 ++++++++++++++++++
 test/TestSpecializationConstant.cpp | 51 +++++++++++++++++++++++++++++
 test/TestUtils.cpp                  | 27 +++++++++++++++
 7 files changed, 123 insertions(+), 1 deletion(-)
 create mode 160000 external/shaderc
 create mode 100644 test/TestSpecializationConstant.cpp
 create mode 100644 test/TestUtils.cpp

diff --git a/.ccls b/.ccls
index ab62615..d79e21d 100644
--- a/.ccls
+++ b/.ccls
@@ -17,6 +17,8 @@
 -I./python/pybind11/include/
 -I./external/Vulkan-Headers/include/
 -I./external/googletest/googletest/include/
+-I./external/shaderc/libshaderc/include/
+-I./external/shaderc/libshaderc_util/include/
 -I./external/spdlog/include/
 -I./src/include/
 -I./single_include/
diff --git a/.gitmodules b/.gitmodules
index 7b7ada4..086a6f8 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -14,3 +14,7 @@
 	path = python/pybind11
 	url = https://github.com/pybind/pybind11
     branch = v2.6.1
+[submodule "external/shaderc"]
+	path = external/shaderc
+	url = https://github.com/google/shaderc
+    branch = v2020.4
diff --git a/Makefile b/Makefile
index f779707..c2b667f 100644
--- a/Makefile
+++ b/Makefile
@@ -70,6 +70,7 @@ mk_cmake:
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
 		-DSPDLOG_INSTALL=1 \
 		-DKOMPUTE_OPT_CODE_COVERAGE=1 \
+		-DSHADERC_SKIP_TESTS=1 \
 		-G "Unix Makefiles"
 
 mk_build_all:
@@ -88,7 +89,7 @@ mk_run_docs: mk_build_docs
 	(cd build/docs/sphinx && python2.7 -m SimpleHTTPServer)
 
 mk_run_tests: mk_build_tests
-	./build/test/test_kompute $(FILTER_TESTS)
+	./build/test/test_kompute --gtest_filter=$(FILTER_TESTS)
 
 mk_build_swiftshader_library:
 	git clone https://github.com/google/swiftshader || echo "Assuming already cloned"
@@ -99,6 +100,9 @@ mk_build_swiftshader_library:
 mk_run_tests_cpu: export VK_ICD_FILENAMES=$(PWD)/swiftshader/build/vk_swiftshader_icd.json
 mk_run_tests_cpu: mk_build_swiftshader_library mk_build_tests mk_run_tests_cpu_only
 
+mk_run_tests_only:
+	./build/test/test_kompute --gtest_filter="-TestAsyncOperations.*"
+
 mk_run_tests_cpu_only:
 	./build/test/test_kompute --gtest_filter="TestLogisticRegressionAlgorithm.*"
 	./build/test/test_kompute --gtest_filter="TestManager.*"
@@ -133,6 +137,7 @@ vs_cmake:
 		-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1 \
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
 		-DSPDLOG_INSTALL=1 \
+		-DSHADERC_SKIP_TESTS=1 \
 		-G "Visual Studio 16 2019"
 
 vs_build_all:
diff --git a/external/shaderc b/external/shaderc
new file mode 160000
index 0000000..0dbd899
--- /dev/null
+++ b/external/shaderc
@@ -0,0 +1 @@
+Subproject commit 0dbd899941a43ffd55df527d65128b3b66e75c9c
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index b38f7bd..77d0d1c 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -1,4 +1,7 @@
 
+#####################################################
+#################### GETEST #######################
+#####################################################
 enable_testing()
 if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
     add_subdirectory(${PROJECT_SOURCE_DIR}/external/googletest EXCLUDE_FROM_ALL
@@ -35,6 +38,35 @@ target_link_libraries(test_kompute PRIVATE kompute)
 
 add_test(NAME test_kompute COMMAND test_kompute)
 
+#####################################################
+#################### PYSHADERC #######################
+#####################################################
+
+if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
+    add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc EXCLUDE_FROM_ALL
+        ${CMAKE_CURRENT_BINARY_DIR}/kompute_shaderc)
+
+    target_include_directories(
+        test_kompute PRIVATE
+        ${shaderc_SOURCE_DIR}/include)
+
+    target_link_libraries(test_kompute PRIVATE
+        shaderc_combined)
+else()
+    find_library(SHADERC_LIB shaderc_combined)
+
+    find_path(SHADERC_INCLUDE_DIRS shaderc)
+
+    target_include_directories(
+        test_kompute PRIVATE
+        ${SHADERC_INCLUDE_DIRS}/include)
+
+    MESSAGE(STATUS "INclude dirs:" ${SHADERC_INCLUDE_DIRS})
+
+    target_link_libraries(test_kompute PRIVATE
+        shaderc_combined)
+endif()
+
 #####################################################
 #################### CODECOV  #######################
 #####################################################
diff --git a/test/TestSpecializationConstant.cpp b/test/TestSpecializationConstant.cpp
new file mode 100644
index 0000000..05fb194
--- /dev/null
+++ b/test/TestSpecializationConstant.cpp
@@ -0,0 +1,51 @@
+
+#include "gtest/gtest.h"
+
+#include "kompute/Kompute.hpp"
+
+
+TEST(TestSpecializationConstants, TestTwoConstants)
+{
+    std::shared_ptr<kp::Tensor> tensorA{ new kp::Tensor({ 0, 0, 0 }) };
+    std::shared_ptr<kp::Tensor> tensorB{ new kp::Tensor({ 0, 0, 0 }) };
+
+    std::string shader(R"(
+      #version 450
+      layout (constant_id = 0) const float cOne = 1;
+      layout (constant_id = 1) const float cTwo = 1;
+      layout (local_size_x = 1) in;
+      layout(set = 0, binding = 0) buffer a { float pa[]; };
+      layout(set = 0, binding = 1) buffer b { float pb[]; };
+      void main() {
+          uint index = gl_GlobalInvocationID.x;
+          pa[index] = cOne;
+          pb[index] = cTwo;
+      })");
+
+    {
+        std::shared_ptr<kp::Sequence> sq = nullptr;
+
+        {
+            kp::Manager mgr;
+
+            mgr.rebuild({ tensorA, tensorB });
+
+            sq = mgr.sequence();
+
+            auto spec = kp::Constants({5.0, 0.3});
+
+            sq->begin();
+            sq->record<kp::OpAlgoBase>(
+              { tensorA, tensorB },
+              std::vector<char>(shader.begin(), shader.end()),
+              kp::Workgroup(), spec);
+            sq->end();
+
+            sq->eval();
+
+            mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
+        }
+    }
+    EXPECT_EQ(tensorA->data(), std::vector<float>({ 5, 5, 5 }));
+    EXPECT_EQ(tensorB->data(), std::vector<float>({ 0.3, 0.3, 0.3 }));
+}
diff --git a/test/TestUtils.cpp b/test/TestUtils.cpp
new file mode 100644
index 0000000..59444f5
--- /dev/null
+++ b/test/TestUtils.cpp
@@ -0,0 +1,27 @@
+
+#include <iostream>
+#include <vector>
+
+#include <shaderc/shaderc.hpp>
+
+static std::vector<uint32_t> spirv_from_string(const std::string& source,
+                                   shaderc_optimization_level optimization = shaderc_optimization_level_size,
+                                   std::vector<std::pair<std::string,std::string>> definitions = {}) {
+  shaderc::Compiler compiler;
+  shaderc::CompileOptions options;
+
+  for (const std::pair<std::string,std::string>& def : definitions) {
+      options.AddMacroDefinition(def.first, def.second);
+  }
+  if (optimization) options.SetOptimizationLevel(optimization);
+
+  std::string errorTag = "kompute";
+  shaderc::SpvCompilationResult module =
+      compiler.CompileGlslToSpv(source, shaderc_glsl_default_compute_shader, errorTag.c_str(), options);
+
+  if (module.GetCompilationStatus() != shaderc_compilation_status_success)  {
+    throw std::runtime_error("Shader string invalid: " + module.GetErrorMessage());
+  }
+
+  return {module.cbegin(), module.cend()};
+}

From cb95085d8ef0eb848c619c09b3ca6e121f058f88 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:06:26 +0000
Subject: [PATCH 02/38] Removed specialisation repeated constants file

---
 test/TestSpecializationConstants.cpp | 51 ----------------------------
 1 file changed, 51 deletions(-)
 delete mode 100644 test/TestSpecializationConstants.cpp

diff --git a/test/TestSpecializationConstants.cpp b/test/TestSpecializationConstants.cpp
deleted file mode 100644
index 05fb194..0000000
--- a/test/TestSpecializationConstants.cpp
+++ /dev/null
@@ -1,51 +0,0 @@
-
-#include "gtest/gtest.h"
-
-#include "kompute/Kompute.hpp"
-
-
-TEST(TestSpecializationConstants, TestTwoConstants)
-{
-    std::shared_ptr<kp::Tensor> tensorA{ new kp::Tensor({ 0, 0, 0 }) };
-    std::shared_ptr<kp::Tensor> tensorB{ new kp::Tensor({ 0, 0, 0 }) };
-
-    std::string shader(R"(
-      #version 450
-      layout (constant_id = 0) const float cOne = 1;
-      layout (constant_id = 1) const float cTwo = 1;
-      layout (local_size_x = 1) in;
-      layout(set = 0, binding = 0) buffer a { float pa[]; };
-      layout(set = 0, binding = 1) buffer b { float pb[]; };
-      void main() {
-          uint index = gl_GlobalInvocationID.x;
-          pa[index] = cOne;
-          pb[index] = cTwo;
-      })");
-
-    {
-        std::shared_ptr<kp::Sequence> sq = nullptr;
-
-        {
-            kp::Manager mgr;
-
-            mgr.rebuild({ tensorA, tensorB });
-
-            sq = mgr.sequence();
-
-            auto spec = kp::Constants({5.0, 0.3});
-
-            sq->begin();
-            sq->record<kp::OpAlgoBase>(
-              { tensorA, tensorB },
-              std::vector<char>(shader.begin(), shader.end()),
-              kp::Workgroup(), spec);
-            sq->end();
-
-            sq->eval();
-
-            mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
-        }
-    }
-    EXPECT_EQ(tensorA->data(), std::vector<float>({ 5, 5, 5 }));
-    EXPECT_EQ(tensorB->data(), std::vector<float>({ 0.3, 0.3, 0.3 }));
-}

From 36af496e89f1a0f967dcd07c1222bff6b9045ba1 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:10:27 +0000
Subject: [PATCH 03/38] Added spirv function

---
 test/TestSpecializationConstant.cpp | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/test/TestSpecializationConstant.cpp b/test/TestSpecializationConstant.cpp
index 05fb194..74274a0 100644
--- a/test/TestSpecializationConstant.cpp
+++ b/test/TestSpecializationConstant.cpp
@@ -3,6 +3,7 @@
 
 #include "kompute/Kompute.hpp"
 
+#include "TestUtils.cpp"
 
 TEST(TestSpecializationConstants, TestTwoConstants)
 {
@@ -37,7 +38,7 @@ TEST(TestSpecializationConstants, TestTwoConstants)
             sq->begin();
             sq->record<kp::OpAlgoBase>(
               { tensorA, tensorB },
-              std::vector<char>(shader.begin(), shader.end()),
+              spirv_from_string(shader),
               kp::Workgroup(), spec);
             sq->end();
 

From 48e88679806858d75a8ed4312fcb07dc76d9a64e Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:30:32 +0000
Subject: [PATCH 04/38] Added initial test lr

---
 test/TestLogisticRegression.cpp | 77 ++++++++++++++++++++++++++++-----
 1 file changed, 66 insertions(+), 11 deletions(-)

diff --git a/test/TestLogisticRegression.cpp b/test/TestLogisticRegression.cpp
index 83fe9ae..e527564 100644
--- a/test/TestLogisticRegression.cpp
+++ b/test/TestLogisticRegression.cpp
@@ -5,7 +5,9 @@
 
 #include "kompute_test/shaders/shadertest_logistic_regression.hpp"
 
-TEST(TestLogisticRegressionAlgorithm, TestMainLogisticRegression)
+#include "TestUtils.cpp"
+
+TEST(TestLogisticRegression, TestMainLogisticRegression)
 {
 
     uint32_t ITERATIONS = 100;
@@ -29,6 +31,68 @@ TEST(TestLogisticRegressionAlgorithm, TestMainLogisticRegression)
                                                         wIn, wOutI, wOutJ,
                                                         bIn, bOut,  lOut };
 
+    std::string shaderStr = R"(
+#version 450
+
+layout (constant_id = 0) const float m = 0;
+
+layout (local_size_x = 1) in;
+
+layout(set = 0, binding = 0) buffer bxi { float xi[]; };
+layout(set = 0, binding = 1) buffer bxj { float xj[]; };
+layout(set = 0, binding = 2) buffer by { float y[]; };
+layout(set = 0, binding = 3) buffer bwin { float win[]; };
+layout(set = 0, binding = 4) buffer bwouti { float wouti[]; };
+layout(set = 0, binding = 5) buffer bwoutj { float woutj[]; };
+layout(set = 0, binding = 6) buffer bbin { float bin[]; };
+layout(set = 0, binding = 7) buffer bbout { float bout[]; };
+layout(set = 0, binding = 8) buffer blout { float lout[]; };
+
+float sigmoid(float z) {
+    return 1.0 / (1.0 + exp(-z));
+}
+
+float inference(vec2 x, vec2 w, float b) {
+    // Compute the linear mapping function
+    float z = dot(w, x) + b;
+    // Calculate the y-hat with sigmoid 
+    float yHat = sigmoid(z);
+    return yHat;
+}
+
+float calculateLoss(float yHat, float y) {
+    return -(y * log(yHat)  +  (1.0 - y) * log(1.0 - yHat));
+}
+
+void main() {
+    uint idx = gl_GlobalInvocationID.x;
+
+    vec2 wCurr = vec2(win[0], win[1]);
+    float bCurr = bin[0];
+
+    vec2 xCurr = vec2(xi[idx], xj[idx]);
+    float yCurr = y[idx];
+
+    float yHat = inference(xCurr, wCurr, bCurr);
+
+    float dZ = yHat - yCurr;
+    vec2 dW = (1. / m) * xCurr * dZ;
+    float dB = (1. / m) * dZ;
+    wouti[idx] = dW.x;
+    woutj[idx] = dW.y;
+    bout[idx] = dB;
+
+    lout[idx] = calculateLoss(yHat, yCurr);
+}
+    )";
+
+    std::vector<char> shaderSpirv = spirv_from_string(shaderStr);
+
+    std::vector<char> shaderData = std::vector<char>(
+            kp::shader_data::shaders_glsl_logisticregression_comp_spv,
+            kp::shader_data::shaders_glsl_logisticregression_comp_spv +
+              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len);
+
     {
         kp::Manager mgr;
 
@@ -41,19 +105,10 @@ TEST(TestLogisticRegressionAlgorithm, TestMainLogisticRegression)
 
         sq->record<kp::OpTensorSyncDevice>({ wIn, bIn });
 
-#ifdef KOMPUTE_SHADER_FROM_STRING
-        sq->record<kp::OpAlgoBase>(
-          params, "test/shaders/glsl/test_logistic_regression.comp",
-          kp::Workgroup(), kp::Constants({5.0}));
-#else
         sq->record<kp::OpAlgoBase>(
           params,
-          std::vector<char>(
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv,
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv +
-              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len),
+          shaderSpirv,
           kp::Workgroup(), kp::Constants({5.0}));
-#endif
 
         sq->record<kp::OpTensorSyncLocal>({ wOutI, wOutJ, bOut, lOut });
 

From dc6ba85029ed4dd5e3cd07b4b62a5d7e6d8ba345 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:30:58 +0000
Subject: [PATCH 05/38] Updated working vs

---
 test/CMakeLists.txt | 6 ++----
 1 file changed, 2 insertions(+), 4 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 77d0d1c..ec35bbf 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -59,12 +59,10 @@ else()
 
     target_include_directories(
         test_kompute PRIVATE
-        ${SHADERC_INCLUDE_DIRS}/include)
-
-    MESSAGE(STATUS "INclude dirs:" ${SHADERC_INCLUDE_DIRS})
+        ${SHADERC_INCLUDE_DIRS})
 
     target_link_libraries(test_kompute PRIVATE
-        shaderc_combined)
+        ${SHADERC_LIB})
 endif()
 
 #####################################################

From 075b94dcdabecdcf3284bc43a5bf4ae57f1cb909 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:31:13 +0000
Subject: [PATCH 06/38] currently on char

---
 test/TestUtils.cpp | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/test/TestUtils.cpp b/test/TestUtils.cpp
index 59444f5..4e4aea9 100644
--- a/test/TestUtils.cpp
+++ b/test/TestUtils.cpp
@@ -4,7 +4,7 @@
 
 #include <shaderc/shaderc.hpp>
 
-static std::vector<uint32_t> spirv_from_string(const std::string& source,
+static std::vector<char> spirv_from_string(const std::string& source,
                                    shaderc_optimization_level optimization = shaderc_optimization_level_size,
                                    std::vector<std::pair<std::string,std::string>> definitions = {}) {
   shaderc::Compiler compiler;
@@ -17,7 +17,7 @@ static std::vector<uint32_t> spirv_from_string(const std::string& source,
 
   std::string errorTag = "kompute";
   shaderc::SpvCompilationResult module =
-      compiler.CompileGlslToSpv(source, shaderc_glsl_default_compute_shader, errorTag.c_str(), options);
+      compiler.CompileGlslToSpv(source, shaderc_glsl_compute_shader, errorTag.c_str(), options);
 
   if (module.GetCompilationStatus() != shaderc_compilation_status_success)  {
     throw std::runtime_error("Shader string invalid: " + module.GetErrorMessage());

From 04dc372780e369140b2cc1f44c7822486736311b Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:51:49 +0000
Subject: [PATCH 07/38] Updated to working test utils

---
 test/TestUtils.cpp | 32 ++++++++++++++++++--------------
 1 file changed, 18 insertions(+), 14 deletions(-)

diff --git a/test/TestUtils.cpp b/test/TestUtils.cpp
index 4e4aea9..a6c854a 100644
--- a/test/TestUtils.cpp
+++ b/test/TestUtils.cpp
@@ -5,23 +5,27 @@
 #include <shaderc/shaderc.hpp>
 
 static std::vector<char> spirv_from_string(const std::string& source,
-                                   shaderc_optimization_level optimization = shaderc_optimization_level_size,
+                                   shaderc_optimization_level optimization = shaderc_optimization_level_zero,
                                    std::vector<std::pair<std::string,std::string>> definitions = {}) {
-  shaderc::Compiler compiler;
-  shaderc::CompileOptions options;
+    shaderc::Compiler compiler;
+    shaderc::CompileOptions options;
 
-  for (const std::pair<std::string,std::string>& def : definitions) {
-      options.AddMacroDefinition(def.first, def.second);
-  }
-  if (optimization) options.SetOptimizationLevel(optimization);
+    for (const std::pair<std::string,std::string>& def : definitions) {
+        options.AddMacroDefinition(def.first, def.second);
+    }
+    if (optimization) options.SetOptimizationLevel(optimization);
 
-  std::string errorTag = "kompute";
-  shaderc::SpvCompilationResult module =
-      compiler.CompileGlslToSpv(source, shaderc_glsl_compute_shader, errorTag.c_str(), options);
+    std::string errorTag = "kompute";
+    shaderc::SpvCompilationResult module =
+        compiler.CompileGlslToSpv(source, shaderc_glsl_compute_shader, errorTag.c_str(), options);
 
-  if (module.GetCompilationStatus() != shaderc_compilation_status_success)  {
-    throw std::runtime_error("Shader string invalid: " + module.GetErrorMessage());
-  }
+    if (module.GetCompilationStatus() != shaderc_compilation_status_success)  {
+      throw std::runtime_error("Shader string invalid: " + module.GetErrorMessage());
+    }
 
-  return {module.cbegin(), module.cend()};
+    std::vector<uint32_t> vi = {module.cbegin(), module.cend()};
+    auto p = reinterpret_cast<char*>(vi.data());
+    std::vector<char> vc{p, p + vi.size() * sizeof(int)};
+
+    return vc;
 }

From 43b6ed3a8331b6b61077e945683de56f25f176c3 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 21:53:00 +0000
Subject: [PATCH 08/38] Updated back lr

---
 test/TestLogisticRegression.cpp | 69 ++-------------------------------
 1 file changed, 4 insertions(+), 65 deletions(-)

diff --git a/test/TestLogisticRegression.cpp b/test/TestLogisticRegression.cpp
index e527564..ed31068 100644
--- a/test/TestLogisticRegression.cpp
+++ b/test/TestLogisticRegression.cpp
@@ -5,8 +5,6 @@
 
 #include "kompute_test/shaders/shadertest_logistic_regression.hpp"
 
-#include "TestUtils.cpp"
-
 TEST(TestLogisticRegression, TestMainLogisticRegression)
 {
 
@@ -31,68 +29,6 @@ TEST(TestLogisticRegression, TestMainLogisticRegression)
                                                         wIn, wOutI, wOutJ,
                                                         bIn, bOut,  lOut };
 
-    std::string shaderStr = R"(
-#version 450
-
-layout (constant_id = 0) const float m = 0;
-
-layout (local_size_x = 1) in;
-
-layout(set = 0, binding = 0) buffer bxi { float xi[]; };
-layout(set = 0, binding = 1) buffer bxj { float xj[]; };
-layout(set = 0, binding = 2) buffer by { float y[]; };
-layout(set = 0, binding = 3) buffer bwin { float win[]; };
-layout(set = 0, binding = 4) buffer bwouti { float wouti[]; };
-layout(set = 0, binding = 5) buffer bwoutj { float woutj[]; };
-layout(set = 0, binding = 6) buffer bbin { float bin[]; };
-layout(set = 0, binding = 7) buffer bbout { float bout[]; };
-layout(set = 0, binding = 8) buffer blout { float lout[]; };
-
-float sigmoid(float z) {
-    return 1.0 / (1.0 + exp(-z));
-}
-
-float inference(vec2 x, vec2 w, float b) {
-    // Compute the linear mapping function
-    float z = dot(w, x) + b;
-    // Calculate the y-hat with sigmoid 
-    float yHat = sigmoid(z);
-    return yHat;
-}
-
-float calculateLoss(float yHat, float y) {
-    return -(y * log(yHat)  +  (1.0 - y) * log(1.0 - yHat));
-}
-
-void main() {
-    uint idx = gl_GlobalInvocationID.x;
-
-    vec2 wCurr = vec2(win[0], win[1]);
-    float bCurr = bin[0];
-
-    vec2 xCurr = vec2(xi[idx], xj[idx]);
-    float yCurr = y[idx];
-
-    float yHat = inference(xCurr, wCurr, bCurr);
-
-    float dZ = yHat - yCurr;
-    vec2 dW = (1. / m) * xCurr * dZ;
-    float dB = (1. / m) * dZ;
-    wouti[idx] = dW.x;
-    woutj[idx] = dW.y;
-    bout[idx] = dB;
-
-    lout[idx] = calculateLoss(yHat, yCurr);
-}
-    )";
-
-    std::vector<char> shaderSpirv = spirv_from_string(shaderStr);
-
-    std::vector<char> shaderData = std::vector<char>(
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv,
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv +
-              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len);
-
     {
         kp::Manager mgr;
 
@@ -107,7 +43,10 @@ void main() {
 
         sq->record<kp::OpAlgoBase>(
           params,
-          shaderSpirv,
+          std::vector<char>(
+            kp::shader_data::shaders_glsl_logisticregression_comp_spv,
+            kp::shader_data::shaders_glsl_logisticregression_comp_spv +
+              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len),
           kp::Workgroup(), kp::Constants({5.0}));
 
         sq->record<kp::OpTensorSyncLocal>({ wOutI, wOutJ, bOut, lOut });

From 47f48b99bf9a86e27fa0ab8ad0c83a6aff03c377 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 22:22:56 +0000
Subject: [PATCH 09/38] Updated makefile to exclude concurrent test

---
 Makefile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index c2b667f..f9eb05b 100644
--- a/Makefile
+++ b/Makefile
@@ -13,7 +13,7 @@ VCPKG_WIN_PATH ?= "C:\\Users\\axsau\\Programming\\lib\\vcpkg\\scripts\\buildsyst
 VCPKG_UNIX_PATH ?= "/c/Users/axsau/Programming/lib/vcpkg/scripts/buildsystems/vcpkg.cmake"
 
 # Regext to pass to catch2 to filter tests
-FILTER_TESTS ?= "*"
+FILTER_TESTS ?= "-TestAsyncOperations.TestManagerParallelExecution"
 
 ifeq ($(OS),Windows_NT)     # is Windows_NT on XP, 2000, 7, Vista, 10...
 	CMAKE_BIN ?= "C:\Program Files\CMake\bin\cmake.exe"

From 37e41161d199bef63c30a761e8588da403bdb750 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 22:24:41 +0000
Subject: [PATCH 10/38] Updated ci tests to run all

---
 .github/workflows/cpp_tests.yml |  2 +-
 Makefile                        | 13 -------------
 2 files changed, 1 insertion(+), 14 deletions(-)

diff --git a/.github/workflows/cpp_tests.yml b/.github/workflows/cpp_tests.yml
index 0a71c29..358be6e 100644
--- a/.github/workflows/cpp_tests.yml
+++ b/.github/workflows/cpp_tests.yml
@@ -30,5 +30,5 @@ jobs:
     - name: test-cpp
       run: |
         export VK_ICD_FILENAMES=/swiftshader/vk_swiftshader_icd.json
-        make mk_run_tests_cpu_only
+        make mk_run_tests
 
diff --git a/Makefile b/Makefile
index f9eb05b..ccda4e2 100644
--- a/Makefile
+++ b/Makefile
@@ -100,19 +100,6 @@ mk_build_swiftshader_library:
 mk_run_tests_cpu: export VK_ICD_FILENAMES=$(PWD)/swiftshader/build/vk_swiftshader_icd.json
 mk_run_tests_cpu: mk_build_swiftshader_library mk_build_tests mk_run_tests_cpu_only
 
-mk_run_tests_only:
-	./build/test/test_kompute --gtest_filter="-TestAsyncOperations.*"
-
-mk_run_tests_cpu_only:
-	./build/test/test_kompute --gtest_filter="TestLogisticRegressionAlgorithm.*"
-	./build/test/test_kompute --gtest_filter="TestManager.*"
-	./build/test/test_kompute --gtest_filter="TestOpAlgoBase.ShaderCompiledDataFromConstructor"
-	./build/test/test_kompute --gtest_filter="TestOpTensorCopy.*"
-	./build/test/test_kompute --gtest_filter="TestOpTensorCreate.*"
-	./build/test/test_kompute --gtest_filter="TestOpTensorSync.*"
-	./build/test/test_kompute --gtest_filter="TestSequence.*"
-	./build/test/test_kompute --gtest_filter="TestTensor.*"
-
 
 ####### Visual studio build shortcut commands #######
 

From dc2f11313b00009fb3830214e9431c5db1ec1299 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 22:25:25 +0000
Subject: [PATCH 11/38] Updated tests cmakelists

---
 test/CMakeLists.txt | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index ec35bbf..fac8ddd 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -97,25 +97,28 @@ if (KOMPUTE_OPT_CODE_COVERAGE)
         WORKING_DIRECTORY ${CODECOV_DIR}
         DEPENDS codecov_copy_files)
 
-    add_custom_target(codecov_lcov
+    add_custom_target(codecov_lcov_capture
         COMMAND lcov
             --capture
             -o ${CODECOV_FILENAME_LCOV_INFO_FULL}
             -d .
+        WORKING_DIRECTORY ${CODECOV_DIR}
+        DEPENDS codecov_gcov)
+    add_custom_target(codecov_lcov_extract
         COMMAND lcov
             --extract
             ${CODECOV_FILENAME_LCOV_INFO_FULL}
             -o ${CODECOV_FILENAME_LCOV_INFO}
             -d .
-            "*/src/*" "*/test/*"
+            "*/src/*"
         WORKING_DIRECTORY ${CODECOV_DIR}
-        DEPENDS codecov_gcov)
+        DEPENDS codecov_lcov_capture)
 
     add_custom_target(codecov_genhtml
         COMMAND genhtml
             ${CODECOV_FILENAME_LCOV_INFO}
             --output-directory ${CODECOV_DIR_HTML}
         WORKING_DIRECTORY ${CODECOV_DIR}
-        DEPENDS codecov_lcov)
+        DEPENDS codecov_lcov_extract)
 endif()
 

From 940a60958ce07e26ca346a1418894631ebe7ca18 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 22:28:51 +0000
Subject: [PATCH 12/38] Ensure shaderc subrepo is initialized

---
 test/CMakeLists.txt | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index fac8ddd..764167d 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -46,6 +46,10 @@ if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
     add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc EXCLUDE_FROM_ALL
         ${CMAKE_CURRENT_BINARY_DIR}/kompute_shaderc)
 
+    ## Ensure shaderc is initialised
+    execute_process(COMMAND
+        python3 ${PROJECT_SOURCE_DIR}/external/shaderc/utils/git-sync-deps)
+
     target_include_directories(
         test_kompute PRIVATE
         ${shaderc_SOURCE_DIR}/include)

From 5bc2d0dae7fe8c9c88028cd53cb6a637b50dc7f1 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 22:29:15 +0000
Subject: [PATCH 13/38] Updated tests to use shaderc

---
 test/TestAsyncOperations.cpp            | 10 +++++----
 test/TestDestroy.cpp                    | 28 +++++++++++++------------
 test/TestMultipleAlgoExecutions.cpp     | 28 +++++++++++++------------
 test/TestOpAlgoLoopsPassingData.cpp     |  4 +++-
 test/TestOpShadersFromStringAndFile.cpp | 21 +++----------------
 5 files changed, 42 insertions(+), 49 deletions(-)

diff --git a/test/TestAsyncOperations.cpp b/test/TestAsyncOperations.cpp
index ddbcb65..9e1cdfd 100644
--- a/test/TestAsyncOperations.cpp
+++ b/test/TestAsyncOperations.cpp
@@ -5,6 +5,8 @@
 
 #include "kompute/Kompute.hpp"
 
+#include "TestUtils.cpp"
+
 TEST(TestAsyncOperations, TestManagerParallelExecution)
 {
     // This test is built for NVIDIA 1650. It assumes:
@@ -55,7 +57,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
 
     for (uint32_t i = 0; i < numParallel; i++) {
         mgr.evalOpDefault<kp::OpAlgoBase>(
-          { inputsSyncB[i] }, std::vector<char>(shader.begin(), shader.end()));
+          { inputsSyncB[i] }, spirv_from_string(shader));
     }
 
     auto endSync = std::chrono::high_resolution_clock::now();
@@ -89,7 +91,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
         mgrAsync.evalOpAsync<kp::OpAlgoBase>(
           { inputsAsyncB[i] },
           "async" + std::to_string(i),
-          std::vector<char>(shader.begin(), shader.end()));
+          spirv_from_string(shader));
     }
 
     for (uint32_t i = 0; i < numParallel; i++) {
@@ -152,10 +154,10 @@ TEST(TestAsyncOperations, TestManagerAsyncExecution)
     mgr.rebuild({ tensorA, tensorB });
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorA }, "asyncOne", std::vector<char>(shader.begin(), shader.end()));
+      { tensorA }, "asyncOne", spirv_from_string(shader));
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorB }, "asyncTwo", std::vector<char>(shader.begin(), shader.end()));
+      { tensorB }, "asyncTwo", spirv_from_string(shader));
 
     mgr.evalOpAwait("asyncOne");
     mgr.evalOpAwait("asyncTwo");
diff --git a/test/TestDestroy.cpp b/test/TestDestroy.cpp
index a7b46a0..98ded69 100644
--- a/test/TestDestroy.cpp
+++ b/test/TestDestroy.cpp
@@ -3,6 +3,8 @@
 
 #include "kompute/Kompute.hpp"
 
+#include "TestUtils.cpp"
+
 TEST(TestDestroy, TestDestroyTensorSingle)
 {
     std::shared_ptr<kp::Tensor> tensorA{ new kp::Tensor({ 0, 0, 0 }) };
@@ -28,7 +30,7 @@ TEST(TestDestroy, TestDestroyTensorSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+              { tensorA }, spirv_from_string(shader));
             sq->end();
 
             sq->eval();
@@ -71,7 +73,7 @@ TEST(TestDestroy, TestDestroyTensorVector)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA, tensorB }, std::vector<char>(shader.begin(), shader.end()));
+              { tensorA, tensorB }, spirv_from_string(shader));
             sq->end();
 
             sq->eval();
@@ -136,7 +138,7 @@ TEST(TestDestroy, TestDestroySequenceSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+              { tensorA }, spirv_from_string(shader));
             sq->end();
 
             sq->eval();
@@ -176,14 +178,14 @@ TEST(TestDestroy, TestDestroySequenceVector)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+              { tensorA }, spirv_from_string(shader));
             sq1->end();
             sq1->eval();
 
             sq2 = mgr.sequence("Two");
             sq2->begin();
             sq2->record<kp::OpAlgoBase>(
-              { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+              { tensorA }, spirv_from_string(shader));
             sq2->end();
             sq2->eval();
 
@@ -218,11 +220,11 @@ TEST(TestDestroy, TestDestroySequenceNameSingleInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              std::vector<char>(shader.begin(), shader.end()));
+              spirv_from_string(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              std::vector<char>(shader.begin(), shader.end()));
+              spirv_from_string(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -257,7 +259,7 @@ TEST(TestDestroy, TestDestroySequenceNameSingleOutsideManager)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+              { tensorA }, spirv_from_string(shader));
             sq1->end();
             sq1->eval();
 
@@ -291,11 +293,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              std::vector<char>(shader.begin(), shader.end()));
+              spirv_from_string(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              std::vector<char>(shader.begin(), shader.end()));
+              spirv_from_string(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -325,11 +327,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorOutsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              std::vector<char>(shader.begin(), shader.end()));
+              spirv_from_string(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              std::vector<char>(shader.begin(), shader.end()));
+              spirv_from_string(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -359,7 +361,7 @@ TEST(TestDestroy, TestDestroySequenceNameDefaultOutsideManager)
 
             mgr.evalOpDefault<kp::OpAlgoBase>(
               { tensorA },
-              std::vector<char>(shader.begin(), shader.end()));
+              spirv_from_string(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
diff --git a/test/TestMultipleAlgoExecutions.cpp b/test/TestMultipleAlgoExecutions.cpp
index ad37e51..81d4b2c 100644
--- a/test/TestMultipleAlgoExecutions.cpp
+++ b/test/TestMultipleAlgoExecutions.cpp
@@ -3,6 +3,8 @@
 
 #include "kompute/Kompute.hpp"
 
+#include "TestUtils.cpp"
+
 TEST(TestMultipleAlgoExecutions, SingleSequenceRecord)
 {
 
@@ -28,11 +30,11 @@ TEST(TestMultipleAlgoExecutions, SingleSequenceRecord)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+          { tensorA }, spirv_from_string(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+          { tensorA }, spirv_from_string(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+          { tensorA }, spirv_from_string(shader));
 
         sq->record<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -73,19 +75,19 @@ TEST(TestMultipleAlgoExecutions, MultipleCmdBufRecords)
     // Then perform the computations
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               std::vector<char>(shader.begin(), shader.end()));
+                               spirv_from_string(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               std::vector<char>(shader.begin(), shader.end()));
+                               spirv_from_string(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               std::vector<char>(shader.begin(), shader.end()));
+                               spirv_from_string(shader));
     sq->end();
     sq->eval();
 
@@ -122,7 +124,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+          { tensorA }, spirv_from_string(shader));
 
         sq->end();
         sq->eval();
@@ -135,7 +137,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+          { tensorA }, spirv_from_string(shader));
 
         sq->end();
         sq->eval();
@@ -148,7 +150,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+          { tensorA }, spirv_from_string(shader));
 
         sq->end();
         sq->eval();
@@ -206,7 +208,7 @@ TEST(TestMultipleAlgoExecutions, SingleRecordMultipleEval)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+          { tensorA }, spirv_from_string(shader));
 
         sq->end();
 
@@ -265,7 +267,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrOpCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      std::vector<char>(shader.begin(), shader.end()));
+      spirv_from_string(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -308,7 +310,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrMgrCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      std::vector<char>(shader.begin(), shader.end()));
+      spirv_from_string(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -340,7 +342,7 @@ TEST(TestMultipleAlgoExecutions, SequenceAlgoDestroyOutsideManagerScope)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, std::vector<char>(shader.begin(), shader.end()));
+              { tensorA }, spirv_from_string(shader));
             sq->end();
 
             sq->eval();
diff --git a/test/TestOpAlgoLoopsPassingData.cpp b/test/TestOpAlgoLoopsPassingData.cpp
index c2431bc..a410e4a 100644
--- a/test/TestOpAlgoLoopsPassingData.cpp
+++ b/test/TestOpAlgoLoopsPassingData.cpp
@@ -3,6 +3,8 @@
 
 #include "kompute/Kompute.hpp"
 
+#include "TestUtils.cpp"
+
 TEST(TestProcessingIterations, IterateThroughMultipleSumAndCopies)
 {
     kp::Manager mgr;
@@ -53,7 +55,7 @@ TEST(TestProcessingIterations, IterateThroughMultipleSumAndCopies)
 
         sq->record<kp::OpAlgoBase>(
           { tensorA, tensorB },
-          std::vector<char>(shader.begin(), shader.end()));
+          spirv_from_string(shader));
 
         sq->record<kp::OpTensorCopy>({ tensorB, tensorA });
         sq->end();
diff --git a/test/TestOpShadersFromStringAndFile.cpp b/test/TestOpShadersFromStringAndFile.cpp
index ae2bfce..73271fc 100644
--- a/test/TestOpShadersFromStringAndFile.cpp
+++ b/test/TestOpShadersFromStringAndFile.cpp
@@ -5,6 +5,8 @@
 
 #include "kompute_test/shaders/shadertest_op_custom_shader.hpp"
 
+#include "TestUtils.cpp"
+
 TEST(TestOpAlgoBase, ShaderRawDataFromConstructor)
 {
     kp::Manager mgr;
@@ -29,7 +31,7 @@ TEST(TestOpAlgoBase, ShaderRawDataFromConstructor)
     )");
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
-      { tensorA, tensorB }, std::vector<char>(shader.begin(), shader.end()));
+      { tensorA, tensorB }, spirv_from_string(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
 
@@ -59,23 +61,6 @@ TEST(TestOpAlgoBase, ShaderCompiledDataFromConstructor)
     EXPECT_EQ(tensorB->data(), std::vector<float>({ 3, 4, 5 }));
 }
 
-TEST(TestOpAlgoBase, ShaderRawDataFromFile)
-{
-    kp::Manager mgr;
-
-    std::shared_ptr<kp::Tensor> tensorA{ new kp::Tensor({ 3, 4, 5 }) };
-    std::shared_ptr<kp::Tensor> tensorB{ new kp::Tensor({ 0, 0, 0 }) };
-    mgr.rebuild({ tensorA, tensorB });
-
-    mgr.evalOpDefault<kp::OpAlgoBase>(
-      { tensorA, tensorB }, "test/shaders/glsl/test_op_custom_shader.comp");
-
-    mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
-
-    EXPECT_EQ(tensorA->data(), std::vector<float>({ 0, 1, 2 }));
-    EXPECT_EQ(tensorB->data(), std::vector<float>({ 3, 4, 5 }));
-}
-
 TEST(TestOpAlgoBase, ShaderCompiledDataFromFile)
 {
     kp::Manager mgr;

From e3406ef2c301513e3bfa47e490b260809aca81c2 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 18 Feb 2021 22:29:41 +0000
Subject: [PATCH 14/38] Updated headers to linux build

---
 shaders/glsl/logisticregression.comp.spv      |  Bin 4816 -> 4816 bytes
 shaders/glsl/opmult.comp.spv                  |  Bin 1464 -> 1464 bytes
 single_include/kompute/Kompute.hpp            | 4202 ++++++++---------
 .../shaders/shaderlogisticregression.hpp      |  810 ++--
 src/include/kompute/shaders/shaderopmult.hpp  |  250 +-
 .../shadertest_logistic_regression.hpp        |  810 ++--
 .../shaders/shadertest_op_custom_shader.hpp   |  190 +-
 .../shaders/shadertest_workgroup.hpp          |  240 +-
 .../glsl/test_logistic_regression.comp.spv    |  Bin 4816 -> 4816 bytes
 .../glsl/test_op_custom_shader.comp.spv       |  Bin 1096 -> 1096 bytes
 test/shaders/glsl/test_workgroup.comp.spv     |  Bin 1396 -> 1396 bytes
 11 files changed, 3251 insertions(+), 3251 deletions(-)

diff --git a/shaders/glsl/logisticregression.comp.spv b/shaders/glsl/logisticregression.comp.spv
index f68cb431d7d9e54391a59df577f558b3aa1f12f1..2f6883dac6c1f40a2928ccf8e8b37c6fa6d68ac1 100755
GIT binary patch
delta 18
ZcmcbhdO?+wnMs+Qfq{{MYa{1zApj?i1Hk|Q

delta 18
ZcmcbhdO?+wnMs+Qfq{{MV<YErApj?Y1HS+O

diff --git a/shaders/glsl/opmult.comp.spv b/shaders/glsl/opmult.comp.spv
index 4ad5057d2a146f41c15c2fab3f96715bc7af6c75..63eea751be83f86295e2c4108117f276bbdfc8db 100755
GIT binary patch
delta 18
ZcmdnNy@Q*RnMs+Qfq{{MYa{1+RsbO312_Nx

delta 18
ZcmdnNy@Q*RnMs+Qfq{{MV<YE!RsbN^12zBv

diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 1248a35..bde5294 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -1,2101 +1,2101 @@
-#pragma once
-
-#ifdef 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 <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>
-#else
-#include <iostream>
-#if SPDLOG_ACTIVE_LEVEL > 1
-#define SPDLOG_DEBUG(message, ...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define SPDLOG_DEBUG(message, ...)                                             \
-    ((void)__android_log_print(ANDROID_LOG_DEBUG, KOMPUTE_LOG_TAG, message))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define SPDLOG_DEBUG(message, ...) kp_debug(message);
-#else
-#define SPDLOG_DEBUG(message, ...)                                             \
-    std::cout << "DEBUG: " << message << std::endl
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 1
-
-#if SPDLOG_ACTIVE_LEVEL > 2
-#define SPDLOG_INFO(message, ...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define SPDLOG_INFO(message, ...)                                              \
-    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define SPDLOG_INFO(message, ...) kp_info(message);
-#else
-#define SPDLOG_INFO(message, ...) std::cout << "INFO: " << message << std::endl
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 2
-
-#if SPDLOG_ACTIVE_LEVEL > 3
-#define SPDLOG_WARN(message, ...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define SPDLOG_WARN(message, ...)                                              \
-    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define SPDLOG_WARN(message, ...) kp_warning(message);
-#else
-#define SPDLOG_WARN(message, ...)                                              \
-    std::cout << "WARNING: " << message << std::endl
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 3
-
-#if SPDLOG_ACTIVE_LEVEL > 4
-#define SPDLOG_ERROR(message, ...)
-#else
-#if defined(VK_USE_PLATFORM_ANDROID_KHR)
-#define SPDLOG_ERROR(message, ...)                                             \
-    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
-#elif defined(KOMPUTE_BUILD_PYTHON)
-#define SPDLOG_ERROR(message, ...) kp_error(message);
-#else
-#define SPDLOG_ERROR(message, ...)                                             \
-    std::cout << "ERROR: " << message << std::endl
-#endif // VK_USE_PLATFORM_ANDROID_KHR
-#endif // SPDLOG_ACTIVE_LEVEL > 4
-#endif // KOMPUTE_SPDLOG_ENABLED
-#endif // KOMPUTE_LOG_OVERRIDE
-
-/*
-    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,
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-  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,
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-  0x65, 0x73, 0x4f, 0x75, 0x74, 0x70, 0x75, 0x74, 0x00, 0x00, 0x00, 0x00,
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-  0x65, 0x73, 0x4c, 0x68, 0x73, 0x00, 0x00, 0x00, 0x05, 0x00, 0x03, 0x00,
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-  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,
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-  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,
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-  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,
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-  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[] = {
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-  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,
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-  0x17, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x00, 0x00,
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-  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
-
-#include <set>
-#include <unordered_map>
-
-#define KP_MAX_DIM_SIZE 1
-
-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)
-    };
-
-    /**
-     *  Base constructor, should not be used unless explicitly intended.
-     */
-    Tensor();
-
-    /**
-     *  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(const std::vector<float>& data,
-           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 init(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-              std::shared_ptr<vk::Device> device);
-
-    /**
-     * Destroys and frees the GPU resources which include the buffer and memory.
-     */
-    void freeMemoryDestroyGPUResources();
-
-    /**
-     * 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();
-    /**
-     * Returns the shape of the tensor, which includes the number of dimensions
-     * and the size per dimension.
-     *
-     * @return Array containing the sizes for each dimension. Zero means
-     * respective dimension is not active.
-     */
-    std::array<uint32_t, KP_MAX_DIM_SIZE> shape();
-    /**
-     * Retrieve the tensor type of the Tensor
-     *
-     * @return Tensor type of tensor
-     */
-    TensorTypes tensorType();
-    /**
-     * Returns true if the tensor initialisation function has been carried out
-     * successful, which would mean that the buffer and memory will have been
-     * provisioned.
-     */
-    bool isInit();
-
-    /**
-     * 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;
-
-    std::array<uint32_t, KP_MAX_DIM_SIZE> mShape;
-    bool mIsInit = false;
-
-    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 {
-
-/**
- *  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:
-    /**
-     *  Base constructor, should not be used unless explicitly intended.
-     */
-    OpBase() { SPDLOG_DEBUG("Compute OpBase base constructor"); }
-
-    /**
-     * 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
-     */
-    OpBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-           std::shared_ptr<vk::Device> device,
-           std::shared_ptr<vk::CommandBuffer> commandBuffer,
-           std::vector<std::shared_ptr<Tensor>>& tensors)
-    {
-        SPDLOG_DEBUG("Compute OpBase constructor with params");
-
-        this->mPhysicalDevice = physicalDevice;
-        this->mDevice = device;
-        this->mCommandBuffer = commandBuffer;
-        this->mTensors = tensors;
-    }
-
-    /**
-     * 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()
-    {
-        SPDLOG_DEBUG("Kompute OpBase destructor started");
-
-        if (!this->mDevice) {
-            SPDLOG_WARN("Kompute OpBase destructor called with empty device");
-            return;
-        }
-
-        if (this->mFreeTensors) {
-            SPDLOG_DEBUG("Kompute OpBase freeing tensors");
-            for (std::shared_ptr<Tensor> tensor : this->mTensors) {
-                if (tensor && tensor->isInit()) {
-                    tensor->freeMemoryDestroyGPUResources();
-                } else {
-                    SPDLOG_WARN("Kompute OpBase expected to free "
-                                  "tensor but has already been freed.");
-                }
-            }
-        }
-    }
-
-    /**
-     * The init function is responsible for setting up all the resources and
-     * should be called after the Operation has been created.
-     */
-    virtual void init() = 0;
-
-    /**
-     * 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() = 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;
-
-  protected:
-    // -------------- NEVER OWNED RESOURCES
-    std::shared_ptr<vk::PhysicalDevice>
-      mPhysicalDevice;                   ///< Vulkan Physical Device
-    std::shared_ptr<vk::Device> mDevice; ///< Vulkan Logical Device
-    std::shared_ptr<vk::CommandBuffer>
-      mCommandBuffer; ///< Vulkan Command Buffer
-
-    // -------------- OPTIONALLY OWNED RESOURCES
-    std::vector<std::shared_ptr<Tensor>>
-      mTensors; ///< Tensors referenced by operation that can be managed
-                ///< optionally by operation
-    bool mFreeTensors = false; ///< Explicit boolean that specifies whether the
-                               ///< tensors are freed (if they are managed)
-};
-
-} // End namespace kp
-
-namespace kp {
-
-/**
- *  Container of operations that can be sent to GPU as batch
- */
-class Sequence
-{
-  public:
-    /**
-     *  Base constructor for Sequence. Should not be used unless explicit
-     * intended.
-     */
-    Sequence();
-    /**
-     * 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();
-
-    /**
-     * Initialises sequence including the creation of the command pool and the
-     * command buffer.
-     */
-    void init();
-
-    /**
-     * Begins recording commands for commands to be submitted into the command
-     * buffer.
-     *
-     * @return Boolean stating whether execution was successful.
-     */
-    bool begin();
-
-    /**
-     * Ends the recording and stops recording commands when the record command
-     * is sent.
-     *
-     * @return Boolean stating whether execution was successful.
-     */
-    bool end();
-
-    /**
-     * Eval sends all the recorded and stored operations in the vector of
-     * operations into the gpu as a submit job with a barrier.
-     *
-     * @return Boolean stating whether execution was successful.
-     */
-    bool eval();
-
-    /**
-     * 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.
-     */
-    bool evalAsync();
-
-    /**
-     * 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.
-     */
-    bool evalAwait(uint64_t waitFor = UINT64_MAX);
-
-    /**
-     * Returns true if the sequence is currently in recording activated.
-     *
-     * @return Boolean stating if recording ongoing.
-     */
-    bool isRecording();
-
-    /**
-     * Returns true if the sequence is currently running - mostly used for async
-     * workloads.
-     *
-     * @return Boolean stating if currently running.
-     */
-    bool isRunning();
-
-    /**
-     * Returns true if the sequence has been successfully initialised.
-     *
-     * @return Boolean stating if sequence has been initialised.
-     */
-    bool isInit();
-
-    /**
-     * Destroys and frees the GPU resources which include the buffer and memory
-     * and sets the sequence as init=False.
-     */
-    void freeMemoryDestroyGPUResources();
-
-    /**
-     * 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>
-    bool record(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
-    {
-        static_assert(std::is_base_of<OpBase, T>::value,
-                      "Kompute Sequence record(...) template only valid with "
-                      "OpBase derived classes");
-
-        SPDLOG_DEBUG("Kompute Sequence record function started");
-
-        if (!this->isRecording()) {
-            SPDLOG_ERROR(
-              "Kompute sequence record attempted when not record BEGIN");
-            return false;
-        }
-
-        SPDLOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
-        T* op = new T(this->mPhysicalDevice,
-                      this->mDevice,
-                      this->mCommandBuffer,
-                      tensors,
-                      std::forward<TArgs>(params)...);
-
-        OpBase* baseOp = dynamic_cast<OpBase*>(op);
-
-        std::unique_ptr<OpBase> baseOpPtr{ baseOp };
-
-        SPDLOG_DEBUG(
-          "Kompute Sequence running init on OpBase derived class instance");
-        baseOpPtr->init();
-
-        SPDLOG_DEBUG(
-          "Kompute Sequence running record on OpBase derived class instance");
-        baseOpPtr->record();
-
-        mOperations.push_back(std::move(baseOpPtr));
-
-        return true;
-    }
-
-  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::unique_ptr<OpBase>> mOperations;
-
-    // State
-    bool mIsInit = false;
-    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:
-    OpTensorSyncDevice();
-
-    /**
-     * 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(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-                   std::shared_ptr<vk::Device> device,
-                   std::shared_ptr<vk::CommandBuffer> commandBuffer,
-                   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;
-
-    /**
-     * Performs basic checks such as ensuring that there is at least one tensor provided with min memory of 1 element.
-     */
-    void init() override;
-
-    /**
-     * For device tensors, it records the copy command for the tensor to copy the data from its staging to device memory.
-     */
-    void record() override;
-
-    /**
-     * Does not perform any preEval commands.
-     */
-    virtual void preEval() override;
-
-    /**
-     * Does not perform any postEval commands.
-     */
-    virtual void postEval() override;
-
-  private:
-};
-
-} // 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 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,
-            uint32_t physicalDeviceIndex);
-
-    /**
-     * 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(
-            std::string sequenceName = KP_DEFAULT_SESSION,
-            uint32_t queueIndex = 0);
-
-    /**
-     * Function that evaluates operation against named sequence.
-     *
-     * @param tensors The tensors to be used in the operation recorded
-     * @param sequenceName The name of the sequence to be retrieved or created
-     * @param TArgs Template parameters that will be used to initialise
-     * Operation to allow for extensible configurations on initialisation
-     */
-    template<typename T, typename... TArgs>
-    void evalOp(std::vector<std::shared_ptr<Tensor>> tensors,
-                std::string sequenceName,
-                TArgs&&... params)
-    {
-        SPDLOG_DEBUG("Kompute Manager evalOp triggered");
-        std::shared_ptr<kp::Sequence> sq =
-          this->sequence(sequenceName);
-
-        SPDLOG_DEBUG("Kompute Manager evalOp running sequence BEGIN");
-        sq->begin();
-
-        SPDLOG_DEBUG("Kompute Manager evalOp running sequence RECORD");
-        sq->record<T>(tensors, std::forward<TArgs>(params)...);
-
-        SPDLOG_DEBUG("Kompute Manager evalOp running sequence END");
-        sq->end();
-
-        SPDLOG_DEBUG("Kompute Manager evalOp running sequence EVAL");
-        sq->eval();
-
-        SPDLOG_DEBUG("Kompute Manager evalOp running sequence SUCCESS");
-    }
-
-    /**
-     * Function that evaluates operation against a newly created sequence.
-     *
-     * @param tensors The tensors to be used in the operation recorded
-     * @param TArgs Template parameters that will be used to initialise
-     * Operation to allow for extensible configurations on initialisation
-     */
-    template<typename T, typename... TArgs>
-    void evalOpDefault(std::vector<std::shared_ptr<Tensor>> tensors,
-                       TArgs&&... params)
-    {
-        SPDLOG_DEBUG("Kompute Manager evalOp Default triggered");
-        this->mCurrentSequenceIndex++;
-        this->evalOp<T>(
-          tensors, KP_DEFAULT_SESSION, std::forward<TArgs>(params)...);
-    }
-
-    /**
-     * Function that evaluates operation against named sequence asynchronously.
-     *
-     * @param tensors The tensors to be used in the operation recorded
-     * @param sequenceName The name of the sequence to be retrieved or created
-     * @param params Template parameters that will be used to initialise
-     * Operation to allow for extensible configurations on initialisation
-     */
-    template<typename T, typename... TArgs>
-    void evalOpAsync(std::vector<std::shared_ptr<Tensor>> tensors,
-                     std::string sequenceName,
-                     TArgs&&... params)
-    {
-        SPDLOG_DEBUG("Kompute Manager evalOpAsync triggered");
-
-        std::shared_ptr<kp::Sequence> sq =
-          this->sequence(sequenceName);
-
-        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence BEGIN");
-        sq->begin();
-
-        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence RECORD");
-        sq->record<T>(tensors, std::forward<TArgs>(params)...);
-
-        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence END");
-        sq->end();
-
-        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence EVAL");
-        sq->evalAsync();
-
-        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence SUCCESS");
-    }
-
-    /**
-     * Operation that evaluates operation against default sequence
-     * asynchronously.
-     *
-     * @param tensors The tensors to be used in the operation recorded
-     * @param params Template parameters that will be used to initialise
-     * Operation to allow for extensible configurations on initialisation
-     */
-    template<typename T, typename... TArgs>
-    void evalOpAsyncDefault(std::vector<std::shared_ptr<Tensor>> tensors,
-                            TArgs&&... params)
-    {
-        SPDLOG_DEBUG("Kompute Manager evalOpAsyncDefault triggered");
-        this->mCurrentSequenceIndex++;
-        this->evalOpAsync<T>(
-          tensors, KP_DEFAULT_SESSION, std::forward<TArgs>(params)...);
-    }
-
-    /**
-     * Operation that awaits for named sequence to finish.
-     *
-     * @param sequenceName The name of the sequence to wait for termination
-     * @param waitFor The amount of time to wait before timing out
-     */
-    void evalOpAwait(std::string sequenceName, uint64_t waitFor = UINT64_MAX)
-    {
-        SPDLOG_DEBUG("Kompute Manager evalOpAwait triggered with sequence {}",
-                     sequenceName);
-        std::unordered_map<std::string, std::shared_ptr<Sequence>>::iterator
-          found = this->mManagedSequences.find(sequenceName);
-
-        if (found != this->mManagedSequences.end()) {
-            if (std::shared_ptr<kp::Sequence> sq = found->second) {
-                SPDLOG_DEBUG("Kompute Manager evalOpAwait running sequence "
-                             "Sequence EVAL AWAIT");
-                if (sq->isRunning()) {
-                    sq->evalAwait(waitFor);
-                }
-            }
-            SPDLOG_DEBUG(
-              "Kompute Manager evalOpAwait running sequence SUCCESS");
-        } else {
-            SPDLOG_ERROR("Kompute Manager evalOpAwait Sequence not found");
-        }
-    }
-
-    /**
-     * Operation that awaits for default sequence to finish.
-     *
-     * @param tensors The tensors to be used in the operation recorded
-     * @param params Template parameters that will be used to initialise
-     * Operation to allow for extensible configurations on initialisation
-     */
-    void evalOpAwaitDefault(uint64_t waitFor = UINT64_MAX)
-    {
-        SPDLOG_DEBUG("Kompute Manager evalOpAwaitDefault triggered");
-        this->evalOpAwait(KP_DEFAULT_SESSION, waitFor);
-    }
-
-    /**
-     * 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);
-
-    /**
-     * Function that simplifies the common workflow of tensor initialisation. It
-     * will take the constructor parameters for a Tensor and will will us it to
-     * create a new Tensor. The tensor memory will then be managed and owned by
-     * the manager.
-     *
-     * @param tensors Array of tensors to rebuild
-     * @param syncDataToGPU Whether to sync the data to GPU memory
-     */
-    void rebuild(std::vector<std::shared_ptr<kp::Tensor>> tensors,
-                        bool syncDataToGPU = true);
-
-    /**
-     * Function that simplifies the common workflow of tensor initialisation. It
-     * will take the constructor parameters for a Tensor and will will us it to
-     * create a new Tensor. The tensor memory will then be managed and owned by
-     * the manager.
-     *
-     * @param tensors Single tensor to rebuild
-     * @param syncDataToGPU Whether to sync the data to GPU memory
-     */
-    void rebuild(std::shared_ptr<kp::Tensor> tensor,
-                        bool syncDataToGPU = true);
-
-    /**
-     * Destroy owned Vulkan GPU resources and free GPU memory for
-     * single tensor.
-     *
-     * @param tensors Single tensor to rebuild
-     */
-    void destroy(std::shared_ptr<kp::Tensor> tensor);
-
-    /**
-     * Destroy owned Vulkan GPU resources and free GPU memory for
-     * vector of tensors.
-     *
-     * @param tensors Single tensor to rebuild
-     */
-    void destroy(std::vector<std::shared_ptr<kp::Tensor>> tensors);
-
-    /**
-     * Destroy owned Vulkan GPU resources and free GPU memory for
-     * vector of sequences. Destroying by sequence name is more efficent
-     * and hence recommended instead of by object.
-     *
-     * @param sequences Vector for shared ptrs with sequences to destroy
-     */
-    void destroy(std::vector<std::shared_ptr<kp::Sequence>> sequences);
-
-    /**
-     * Destroy owned Vulkan GPU resources and free GPU memory for
-     * single sequence. Destroying by sequence name is more efficent
-     * and hence recommended instead of by object.
-     *
-     * @param sequences Single sequence to rebuild
-     */
-    void destroy(std::shared_ptr<kp::Sequence> sequence);
-
-    /**
-     * Destroy owned Vulkan GPU resources and free GPU memory for
-     * sequence by name.
-     *
-     * @param sequenceName Single name of named sequence to destroy
-     */
-    void destroy(const std::string& sequenceName);
-
-    /**
-     * Destroy owned Vulkan GPU resources and free GPU memory for
-     * sequences using vector of named sequence names.
-     *
-     * @param sequenceName Vector of sequence names to destroy
-     */
-    void destroy(const std::vector<std::string>& sequenceNames);
-
-  private:
-    // -------------- OPTIONALLY OWNED RESOURCES
-    std::shared_ptr<vk::Instance> mInstance = nullptr;
-    bool mFreeInstance = false;
-    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
-    uint32_t mPhysicalDeviceIndex = -1;
-    std::shared_ptr<vk::Device> mDevice = nullptr;
-    bool mFreeDevice = false;
-
-    // -------------- ALWAYS OWNED RESOURCES
-    std::set<std::shared_ptr<Tensor>> mManagedTensors;
-
-    std::unordered_map<std::string, std::shared_ptr<Sequence>>
-      mManagedSequences;
-
-    std::vector<uint32_t> mComputeQueueFamilyIndices;
-    std::vector<std::shared_ptr<vk::Queue>> mComputeQueues;
-
-    uint32_t mCurrentSequenceIndex = -1;
-
-#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 = {});
-};
-
-} // End namespace kp
-
-#include <fstream>
-
-namespace kp {
-
-/**
-    Abstraction for compute shaders that are run on top of tensors grouped via
-   ParameterGroups (which group descriptorsets)
-*/
-class Algorithm
-{
-public:
-    /**
-        Base constructor for Algorithm. Should not be used unless explicit
-       intended.
-    */
-    Algorithm();
-
-    /**
-     *  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,
-              std::shared_ptr<vk::CommandBuffer> commandBuffer,
-              const Constants& specializationConstants = {});
-
-    /**
-     * 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 init(const std::vector<char>& shaderFileData,
-              std::vector<std::shared_ptr<Tensor>> tensorParams);
-
-    /**
-     * 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(uint32_t x = 1, uint32_t y = 1, uint32_t z = 1);
-
-private:
-    // -------------- NEVER OWNED RESOURCES
-    std::shared_ptr<vk::Device> mDevice;
-    std::shared_ptr<vk::CommandBuffer> mCommandBuffer;
-
-    // -------------- 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
-    Constants mSpecializationConstants;
-
-    // Create util functions
-    void createShaderModule(const std::vector<char>& shaderFileData);
-    void createPipeline();
-
-    // Parameters
-    void createParameters(std::vector<std::shared_ptr<Tensor>>& tensorParams);
-    void createDescriptorPool();
-};
-
-} // End namespace kp
-
-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 OpAlgoBase : public OpBase
-{
-  public:
-
-    /**
-     *  Base constructor, should not be used unless explicitly intended.
-     */
-    OpAlgoBase();
-
-    /**
-     * 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 shaderFilePath Optional parameter to specify the shader to load (either in spirv or raw format)
-     * @param komputeWorkgroup Optional parameter to specify the layout for processing
-     */
-    OpAlgoBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-           std::shared_ptr<vk::Device> device,
-           std::shared_ptr<vk::CommandBuffer> commandBuffer,
-           std::vector<std::shared_ptr<Tensor>>& tensors,
-           const Workgroup& komputeWorkgroup = {},
-           const Constants& specializationConstants = {});
-
-    /**
-     * Constructor that enables a file to be passed to the operation with
-     * the contents of the shader. This can be either in raw format or in
-     * compiled SPIR-V binary format.
-     *
-     * @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 shaderFilePath Parameter to specify the shader to load (either in spirv or raw format)
-     * @param komputeWorkgroup Optional parameter to specify the layout for processing
-     */
-    OpAlgoBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-           std::shared_ptr<vk::Device> device,
-           std::shared_ptr<vk::CommandBuffer> commandBuffer,
-           std::vector<std::shared_ptr<Tensor>>& tensors,
-           std::string shaderFilePath,
-           const Workgroup& komputeWorkgroup = {},
-           const Constants& specializationConstants = {});
-
-    /**
-     * Constructor that enables raw shader data to be passed to the main operation
-     * which can be either in raw shader glsl code or in compiled SPIR-V binary.
-     *
-     * @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 shaderDataRaw Optional parameter to specify the shader data either in binary or raw form
-     * @param komputeWorkgroup Optional parameter to specify the layout for processing
-     */
-    OpAlgoBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-           std::shared_ptr<vk::Device> device,
-           std::shared_ptr<vk::CommandBuffer> commandBuffer,
-           std::vector<std::shared_ptr<Tensor>>& tensors,
-           const std::vector<char>& shaderDataRaw,
-           const Workgroup& komputeWorkgroup = {},
-           const Constants& specializationConstants = {});
-
-    /**
-     * Default destructor, which is in charge of destroying the algorithm
-     * components but does not destroy the underlying tensors
-     */
-    virtual ~OpAlgoBase() override;
-
-    /**
-     * The init function is responsible for the initialisation of the algorithm
-     * component based on the parameters specified, and allows for extensibility
-     * on the options provided. Further dependent classes can perform more 
-     * specific checks such as ensuring tensors provided are initialised, etc.
-     */
-    virtual void init() 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() 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;
-
-  protected:
-    // -------------- NEVER OWNED RESOURCES
-
-    // -------------- OPTIONALLY OWNED RESOURCES
-    std::shared_ptr<Algorithm> mAlgorithm;
-    bool mFreeAlgorithm = false;
-
-    // -------------- ALWAYS OWNED RESOURCES
-
-    Workgroup mKomputeWorkgroup;
-
-    std::string mShaderFilePath; ///< Optional member variable which can be provided for the OpAlgoBase to find the data automatically and load for processing
-    std::vector<char> mShaderDataRaw; ///< Optional member variable which can be provided to contain either the raw shader content or the spirv binary content
-
-    virtual std::vector<char> fetchSpirvBinaryData();
-};
-
-} // End namespace kp
-
-#include <fstream>
-
-namespace kp {
-
-/**
- * Operation base class to simplify the creation of operations that require
- * right hand and left hand side datapoints together with a single output.
- * The expected data passed is two input tensors and one output tensor.
- */
-class OpAlgoLhsRhsOut : public OpAlgoBase
-{
-  public:
-    /**
-     *  Base constructor, should not be used unless explicitly intended.
-     */
-    OpAlgoLhsRhsOut();
-
-    /**
-     * 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 freeTensors Whether operation manages the memory of the Tensors
-     * @param komputeWorkgroup Optional parameter to specify the layout for processing
-     */
-    OpAlgoLhsRhsOut(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-           std::shared_ptr<vk::Device> device,
-           std::shared_ptr<vk::CommandBuffer> commandBuffer,
-           std::vector<std::shared_ptr<Tensor>> tensors,
-           const Workgroup& komputeWorkgroup = {});
-
-    /**
-     * Default destructor, which is in charge of destroying the algorithm
-     * components but does not destroy the underlying tensors
-     */
-    virtual ~OpAlgoLhsRhsOut() override;
-
-    /**
-     * The init function is responsible for ensuring that all of the tensors
-     * provided are aligned with requirements such as LHS, RHS and Output
-     * tensors, and  creates the algorithm component which processes the
-     * computation.
-     */
-    virtual void init() 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() 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;
-
-  protected:
-    // -------------- NEVER OWNED RESOURCES
-    std::shared_ptr<Tensor> mTensorLHS; ///< Reference to the parameter used in the left hand side equation of the shader
-    std::shared_ptr<Tensor> mTensorRHS; ///< Reference to the parameter used in the right hand side equation of the shader
-    std::shared_ptr<Tensor> mTensorOutput; ///< Reference to the parameter used in the output of the shader and will be copied with a staging vector
-};
-
-} // End namespace kp
-
-#include <fstream>
-
-#if RELEASE
-
-#endif
-
-namespace kp {
-
-/**
- * Operation that performs multiplication on two tensors and outpus on third
- * tensor.
- */
-class OpMult : public OpAlgoBase
-{
-  public:
-    /**
-     *  Base constructor, should not be used unless explicitly intended.
-     */
-    OpMult() {
-
-    }
-
-    /**
-     * 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::shared_ptr<vk::PhysicalDevice> physicalDevice,
-           std::shared_ptr<vk::Device> device,
-           std::shared_ptr<vk::CommandBuffer> commandBuffer,
-           std::vector<std::shared_ptr<Tensor>> tensors,
-           const Workgroup& komputeWorkgroup = {})
-      : OpAlgoBase(physicalDevice, device, commandBuffer, tensors, "", komputeWorkgroup)
-    {
-        SPDLOG_DEBUG("Kompute OpMult constructor with params");
-
-#ifndef RELEASE
-        this->mShaderFilePath = "shaders/glsl/opmult.comp";
-#endif
-    }
-
-#if RELEASE
-    /**
-     * If RELEASE=1 it will be using the static version of the shader which is 
-     * loaded using this file directly. Otherwise it should not override the function.
-     */
-    std::vector<char> fetchSpirvBinaryData() override
-    {
-        SPDLOG_WARN(
-          "Kompute OpMult Running shaders directly from header");
-
-        return std::vector<char>(
-          shader_data::shaders_glsl_opmult_comp_spv,
-          shader_data::shaders_glsl_opmult_comp_spv +
-            kp::shader_data::shaders_glsl_opmult_comp_spv_len);
-
-    }
-#endif
-
-    /**
-     * Default destructor, which is in charge of destroying the algorithm
-     * components but does not destroy the underlying tensors
-     */
-    ~OpMult() override {
-        SPDLOG_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:
-    OpTensorCopy();
-
-    /**
-     * 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(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-                   std::shared_ptr<vk::Device> device,
-                   std::shared_ptr<vk::CommandBuffer> commandBuffer,
-                   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;
-
-    /**
-     * Performs basic checks such as ensuring there are at least two tensors provided, that they are initialised and that they are not of type TensorTypes::eStorage.
-     */
-    void init() override;
-
-    /**
-     * Records the copy commands from the first tensor into all the other tensors provided. Also optionally records a barrier.
-     */
-    void record() 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:
-};
-
-} // 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:
-    OpTensorSyncLocal();
-
-    /**
-     * 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(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
-                   std::shared_ptr<vk::Device> device,
-                   std::shared_ptr<vk::CommandBuffer> commandBuffer,
-                   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;
-
-    /**
-     * Performs basic checks such as ensuring that there is at least one tensor provided with min memory of 1 element.
-     */
-    void init() override;
-
-    /**
-     * For device tensors, it records the copy command for the tensor to copy the data from its device to staging memory.
-     */
-    void record() 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:
-};
-
-} // End namespace kp
+#pragma once
+
+#ifdef 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 <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>
+#else
+#include <iostream>
+#if SPDLOG_ACTIVE_LEVEL > 1
+#define SPDLOG_DEBUG(message, ...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define SPDLOG_DEBUG(message, ...)                                             \
+    ((void)__android_log_print(ANDROID_LOG_DEBUG, KOMPUTE_LOG_TAG, message))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define SPDLOG_DEBUG(message, ...) kp_debug(message);
+#else
+#define SPDLOG_DEBUG(message, ...)                                             \
+    std::cout << "DEBUG: " << message << std::endl
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 1
+
+#if SPDLOG_ACTIVE_LEVEL > 2
+#define SPDLOG_INFO(message, ...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define SPDLOG_INFO(message, ...)                                              \
+    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define SPDLOG_INFO(message, ...) kp_info(message);
+#else
+#define SPDLOG_INFO(message, ...) std::cout << "INFO: " << message << std::endl
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 2
+
+#if SPDLOG_ACTIVE_LEVEL > 3
+#define SPDLOG_WARN(message, ...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define SPDLOG_WARN(message, ...)                                              \
+    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define SPDLOG_WARN(message, ...) kp_warning(message);
+#else
+#define SPDLOG_WARN(message, ...)                                              \
+    std::cout << "WARNING: " << message << std::endl
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 3
+
+#if SPDLOG_ACTIVE_LEVEL > 4
+#define SPDLOG_ERROR(message, ...)
+#else
+#if defined(VK_USE_PLATFORM_ANDROID_KHR)
+#define SPDLOG_ERROR(message, ...)                                             \
+    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
+#elif defined(KOMPUTE_BUILD_PYTHON)
+#define SPDLOG_ERROR(message, ...) kp_error(message);
+#else
+#define SPDLOG_ERROR(message, ...)                                             \
+    std::cout << "ERROR: " << message << std::endl
+#endif // VK_USE_PLATFORM_ANDROID_KHR
+#endif // SPDLOG_ACTIVE_LEVEL > 4
+#endif // KOMPUTE_SPDLOG_ENABLED
+#endif // KOMPUTE_LOG_OVERRIDE
+
+/*
+    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,
+  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, 0x0a, 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,
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+  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>
+
+#define KP_MAX_DIM_SIZE 1
+
+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)
+    };
+
+    /**
+     *  Base constructor, should not be used unless explicitly intended.
+     */
+    Tensor();
+
+    /**
+     *  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(const std::vector<float>& data,
+           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 init(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+              std::shared_ptr<vk::Device> device);
+
+    /**
+     * Destroys and frees the GPU resources which include the buffer and memory.
+     */
+    void freeMemoryDestroyGPUResources();
+
+    /**
+     * 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();
+    /**
+     * Returns the shape of the tensor, which includes the number of dimensions
+     * and the size per dimension.
+     *
+     * @return Array containing the sizes for each dimension. Zero means
+     * respective dimension is not active.
+     */
+    std::array<uint32_t, KP_MAX_DIM_SIZE> shape();
+    /**
+     * Retrieve the tensor type of the Tensor
+     *
+     * @return Tensor type of tensor
+     */
+    TensorTypes tensorType();
+    /**
+     * Returns true if the tensor initialisation function has been carried out
+     * successful, which would mean that the buffer and memory will have been
+     * provisioned.
+     */
+    bool isInit();
+
+    /**
+     * 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;
+
+    std::array<uint32_t, KP_MAX_DIM_SIZE> mShape;
+    bool mIsInit = false;
+
+    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 {
+
+/**
+ *  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:
+    /**
+     *  Base constructor, should not be used unless explicitly intended.
+     */
+    OpBase() { SPDLOG_DEBUG("Compute OpBase base constructor"); }
+
+    /**
+     * 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
+     */
+    OpBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer,
+           std::vector<std::shared_ptr<Tensor>>& tensors)
+    {
+        SPDLOG_DEBUG("Compute OpBase constructor with params");
+
+        this->mPhysicalDevice = physicalDevice;
+        this->mDevice = device;
+        this->mCommandBuffer = commandBuffer;
+        this->mTensors = tensors;
+    }
+
+    /**
+     * 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()
+    {
+        SPDLOG_DEBUG("Kompute OpBase destructor started");
+
+        if (!this->mDevice) {
+            SPDLOG_WARN("Kompute OpBase destructor called with empty device");
+            return;
+        }
+
+        if (this->mFreeTensors) {
+            SPDLOG_DEBUG("Kompute OpBase freeing tensors");
+            for (std::shared_ptr<Tensor> tensor : this->mTensors) {
+                if (tensor && tensor->isInit()) {
+                    tensor->freeMemoryDestroyGPUResources();
+                } else {
+                    SPDLOG_WARN("Kompute OpBase expected to free "
+                                  "tensor but has already been freed.");
+                }
+            }
+        }
+    }
+
+    /**
+     * The init function is responsible for setting up all the resources and
+     * should be called after the Operation has been created.
+     */
+    virtual void init() = 0;
+
+    /**
+     * 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() = 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;
+
+  protected:
+    // -------------- NEVER OWNED RESOURCES
+    std::shared_ptr<vk::PhysicalDevice>
+      mPhysicalDevice;                   ///< Vulkan Physical Device
+    std::shared_ptr<vk::Device> mDevice; ///< Vulkan Logical Device
+    std::shared_ptr<vk::CommandBuffer>
+      mCommandBuffer; ///< Vulkan Command Buffer
+
+    // -------------- OPTIONALLY OWNED RESOURCES
+    std::vector<std::shared_ptr<Tensor>>
+      mTensors; ///< Tensors referenced by operation that can be managed
+                ///< optionally by operation
+    bool mFreeTensors = false; ///< Explicit boolean that specifies whether the
+                               ///< tensors are freed (if they are managed)
+};
+
+} // End namespace kp
+
+namespace kp {
+
+/**
+ *  Container of operations that can be sent to GPU as batch
+ */
+class Sequence
+{
+  public:
+    /**
+     *  Base constructor for Sequence. Should not be used unless explicit
+     * intended.
+     */
+    Sequence();
+    /**
+     * 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();
+
+    /**
+     * Initialises sequence including the creation of the command pool and the
+     * command buffer.
+     */
+    void init();
+
+    /**
+     * Begins recording commands for commands to be submitted into the command
+     * buffer.
+     *
+     * @return Boolean stating whether execution was successful.
+     */
+    bool begin();
+
+    /**
+     * Ends the recording and stops recording commands when the record command
+     * is sent.
+     *
+     * @return Boolean stating whether execution was successful.
+     */
+    bool end();
+
+    /**
+     * Eval sends all the recorded and stored operations in the vector of
+     * operations into the gpu as a submit job with a barrier.
+     *
+     * @return Boolean stating whether execution was successful.
+     */
+    bool eval();
+
+    /**
+     * 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.
+     */
+    bool evalAsync();
+
+    /**
+     * 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.
+     */
+    bool evalAwait(uint64_t waitFor = UINT64_MAX);
+
+    /**
+     * Returns true if the sequence is currently in recording activated.
+     *
+     * @return Boolean stating if recording ongoing.
+     */
+    bool isRecording();
+
+    /**
+     * Returns true if the sequence is currently running - mostly used for async
+     * workloads.
+     *
+     * @return Boolean stating if currently running.
+     */
+    bool isRunning();
+
+    /**
+     * Returns true if the sequence has been successfully initialised.
+     *
+     * @return Boolean stating if sequence has been initialised.
+     */
+    bool isInit();
+
+    /**
+     * Destroys and frees the GPU resources which include the buffer and memory
+     * and sets the sequence as init=False.
+     */
+    void freeMemoryDestroyGPUResources();
+
+    /**
+     * 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>
+    bool record(std::vector<std::shared_ptr<Tensor>> tensors, TArgs&&... params)
+    {
+        static_assert(std::is_base_of<OpBase, T>::value,
+                      "Kompute Sequence record(...) template only valid with "
+                      "OpBase derived classes");
+
+        SPDLOG_DEBUG("Kompute Sequence record function started");
+
+        if (!this->isRecording()) {
+            SPDLOG_ERROR(
+              "Kompute sequence record attempted when not record BEGIN");
+            return false;
+        }
+
+        SPDLOG_DEBUG("Kompute Sequence creating OpBase derived class instance");
+        T* op = new T(this->mPhysicalDevice,
+                      this->mDevice,
+                      this->mCommandBuffer,
+                      tensors,
+                      std::forward<TArgs>(params)...);
+
+        OpBase* baseOp = dynamic_cast<OpBase*>(op);
+
+        std::unique_ptr<OpBase> baseOpPtr{ baseOp };
+
+        SPDLOG_DEBUG(
+          "Kompute Sequence running init on OpBase derived class instance");
+        baseOpPtr->init();
+
+        SPDLOG_DEBUG(
+          "Kompute Sequence running record on OpBase derived class instance");
+        baseOpPtr->record();
+
+        mOperations.push_back(std::move(baseOpPtr));
+
+        return true;
+    }
+
+  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::unique_ptr<OpBase>> mOperations;
+
+    // State
+    bool mIsInit = false;
+    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:
+    OpTensorSyncDevice();
+
+    /**
+     * 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(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+                   std::shared_ptr<vk::Device> device,
+                   std::shared_ptr<vk::CommandBuffer> commandBuffer,
+                   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;
+
+    /**
+     * Performs basic checks such as ensuring that there is at least one tensor provided with min memory of 1 element.
+     */
+    void init() override;
+
+    /**
+     * For device tensors, it records the copy command for the tensor to copy the data from its staging to device memory.
+     */
+    void record() override;
+
+    /**
+     * Does not perform any preEval commands.
+     */
+    virtual void preEval() override;
+
+    /**
+     * Does not perform any postEval commands.
+     */
+    virtual void postEval() override;
+
+  private:
+};
+
+} // 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 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,
+            uint32_t physicalDeviceIndex);
+
+    /**
+     * 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(
+            std::string sequenceName = KP_DEFAULT_SESSION,
+            uint32_t queueIndex = 0);
+
+    /**
+     * Function that evaluates operation against named sequence.
+     *
+     * @param tensors The tensors to be used in the operation recorded
+     * @param sequenceName The name of the sequence to be retrieved or created
+     * @param TArgs Template parameters that will be used to initialise
+     * Operation to allow for extensible configurations on initialisation
+     */
+    template<typename T, typename... TArgs>
+    void evalOp(std::vector<std::shared_ptr<Tensor>> tensors,
+                std::string sequenceName,
+                TArgs&&... params)
+    {
+        SPDLOG_DEBUG("Kompute Manager evalOp triggered");
+        std::shared_ptr<kp::Sequence> sq =
+          this->sequence(sequenceName);
+
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence BEGIN");
+        sq->begin();
+
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence RECORD");
+        sq->record<T>(tensors, std::forward<TArgs>(params)...);
+
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence END");
+        sq->end();
+
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence EVAL");
+        sq->eval();
+
+        SPDLOG_DEBUG("Kompute Manager evalOp running sequence SUCCESS");
+    }
+
+    /**
+     * Function that evaluates operation against a newly created sequence.
+     *
+     * @param tensors The tensors to be used in the operation recorded
+     * @param TArgs Template parameters that will be used to initialise
+     * Operation to allow for extensible configurations on initialisation
+     */
+    template<typename T, typename... TArgs>
+    void evalOpDefault(std::vector<std::shared_ptr<Tensor>> tensors,
+                       TArgs&&... params)
+    {
+        SPDLOG_DEBUG("Kompute Manager evalOp Default triggered");
+        this->mCurrentSequenceIndex++;
+        this->evalOp<T>(
+          tensors, KP_DEFAULT_SESSION, std::forward<TArgs>(params)...);
+    }
+
+    /**
+     * Function that evaluates operation against named sequence asynchronously.
+     *
+     * @param tensors The tensors to be used in the operation recorded
+     * @param sequenceName The name of the sequence to be retrieved or created
+     * @param params Template parameters that will be used to initialise
+     * Operation to allow for extensible configurations on initialisation
+     */
+    template<typename T, typename... TArgs>
+    void evalOpAsync(std::vector<std::shared_ptr<Tensor>> tensors,
+                     std::string sequenceName,
+                     TArgs&&... params)
+    {
+        SPDLOG_DEBUG("Kompute Manager evalOpAsync triggered");
+
+        std::shared_ptr<kp::Sequence> sq =
+          this->sequence(sequenceName);
+
+        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence BEGIN");
+        sq->begin();
+
+        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence RECORD");
+        sq->record<T>(tensors, std::forward<TArgs>(params)...);
+
+        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence END");
+        sq->end();
+
+        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence EVAL");
+        sq->evalAsync();
+
+        SPDLOG_DEBUG("Kompute Manager evalOpAsync running sequence SUCCESS");
+    }
+
+    /**
+     * Operation that evaluates operation against default sequence
+     * asynchronously.
+     *
+     * @param tensors The tensors to be used in the operation recorded
+     * @param params Template parameters that will be used to initialise
+     * Operation to allow for extensible configurations on initialisation
+     */
+    template<typename T, typename... TArgs>
+    void evalOpAsyncDefault(std::vector<std::shared_ptr<Tensor>> tensors,
+                            TArgs&&... params)
+    {
+        SPDLOG_DEBUG("Kompute Manager evalOpAsyncDefault triggered");
+        this->mCurrentSequenceIndex++;
+        this->evalOpAsync<T>(
+          tensors, KP_DEFAULT_SESSION, std::forward<TArgs>(params)...);
+    }
+
+    /**
+     * Operation that awaits for named sequence to finish.
+     *
+     * @param sequenceName The name of the sequence to wait for termination
+     * @param waitFor The amount of time to wait before timing out
+     */
+    void evalOpAwait(std::string sequenceName, uint64_t waitFor = UINT64_MAX)
+    {
+        SPDLOG_DEBUG("Kompute Manager evalOpAwait triggered with sequence {}",
+                     sequenceName);
+        std::unordered_map<std::string, std::shared_ptr<Sequence>>::iterator
+          found = this->mManagedSequences.find(sequenceName);
+
+        if (found != this->mManagedSequences.end()) {
+            if (std::shared_ptr<kp::Sequence> sq = found->second) {
+                SPDLOG_DEBUG("Kompute Manager evalOpAwait running sequence "
+                             "Sequence EVAL AWAIT");
+                if (sq->isRunning()) {
+                    sq->evalAwait(waitFor);
+                }
+            }
+            SPDLOG_DEBUG(
+              "Kompute Manager evalOpAwait running sequence SUCCESS");
+        } else {
+            SPDLOG_ERROR("Kompute Manager evalOpAwait Sequence not found");
+        }
+    }
+
+    /**
+     * Operation that awaits for default sequence to finish.
+     *
+     * @param tensors The tensors to be used in the operation recorded
+     * @param params Template parameters that will be used to initialise
+     * Operation to allow for extensible configurations on initialisation
+     */
+    void evalOpAwaitDefault(uint64_t waitFor = UINT64_MAX)
+    {
+        SPDLOG_DEBUG("Kompute Manager evalOpAwaitDefault triggered");
+        this->evalOpAwait(KP_DEFAULT_SESSION, waitFor);
+    }
+
+    /**
+     * 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);
+
+    /**
+     * Function that simplifies the common workflow of tensor initialisation. It
+     * will take the constructor parameters for a Tensor and will will us it to
+     * create a new Tensor. The tensor memory will then be managed and owned by
+     * the manager.
+     *
+     * @param tensors Array of tensors to rebuild
+     * @param syncDataToGPU Whether to sync the data to GPU memory
+     */
+    void rebuild(std::vector<std::shared_ptr<kp::Tensor>> tensors,
+                        bool syncDataToGPU = true);
+
+    /**
+     * Function that simplifies the common workflow of tensor initialisation. It
+     * will take the constructor parameters for a Tensor and will will us it to
+     * create a new Tensor. The tensor memory will then be managed and owned by
+     * the manager.
+     *
+     * @param tensors Single tensor to rebuild
+     * @param syncDataToGPU Whether to sync the data to GPU memory
+     */
+    void rebuild(std::shared_ptr<kp::Tensor> tensor,
+                        bool syncDataToGPU = true);
+
+    /**
+     * Destroy owned Vulkan GPU resources and free GPU memory for
+     * single tensor.
+     *
+     * @param tensors Single tensor to rebuild
+     */
+    void destroy(std::shared_ptr<kp::Tensor> tensor);
+
+    /**
+     * Destroy owned Vulkan GPU resources and free GPU memory for
+     * vector of tensors.
+     *
+     * @param tensors Single tensor to rebuild
+     */
+    void destroy(std::vector<std::shared_ptr<kp::Tensor>> tensors);
+
+    /**
+     * Destroy owned Vulkan GPU resources and free GPU memory for
+     * vector of sequences. Destroying by sequence name is more efficent
+     * and hence recommended instead of by object.
+     *
+     * @param sequences Vector for shared ptrs with sequences to destroy
+     */
+    void destroy(std::vector<std::shared_ptr<kp::Sequence>> sequences);
+
+    /**
+     * Destroy owned Vulkan GPU resources and free GPU memory for
+     * single sequence. Destroying by sequence name is more efficent
+     * and hence recommended instead of by object.
+     *
+     * @param sequences Single sequence to rebuild
+     */
+    void destroy(std::shared_ptr<kp::Sequence> sequence);
+
+    /**
+     * Destroy owned Vulkan GPU resources and free GPU memory for
+     * sequence by name.
+     *
+     * @param sequenceName Single name of named sequence to destroy
+     */
+    void destroy(const std::string& sequenceName);
+
+    /**
+     * Destroy owned Vulkan GPU resources and free GPU memory for
+     * sequences using vector of named sequence names.
+     *
+     * @param sequenceName Vector of sequence names to destroy
+     */
+    void destroy(const std::vector<std::string>& sequenceNames);
+
+  private:
+    // -------------- OPTIONALLY OWNED RESOURCES
+    std::shared_ptr<vk::Instance> mInstance = nullptr;
+    bool mFreeInstance = false;
+    std::shared_ptr<vk::PhysicalDevice> mPhysicalDevice = nullptr;
+    uint32_t mPhysicalDeviceIndex = -1;
+    std::shared_ptr<vk::Device> mDevice = nullptr;
+    bool mFreeDevice = false;
+
+    // -------------- ALWAYS OWNED RESOURCES
+    std::set<std::shared_ptr<Tensor>> mManagedTensors;
+
+    std::unordered_map<std::string, std::shared_ptr<Sequence>>
+      mManagedSequences;
+
+    std::vector<uint32_t> mComputeQueueFamilyIndices;
+    std::vector<std::shared_ptr<vk::Queue>> mComputeQueues;
+
+    uint32_t mCurrentSequenceIndex = -1;
+
+#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 = {});
+};
+
+} // End namespace kp
+
+#include <fstream>
+
+namespace kp {
+
+/**
+    Abstraction for compute shaders that are run on top of tensors grouped via
+   ParameterGroups (which group descriptorsets)
+*/
+class Algorithm
+{
+public:
+    /**
+        Base constructor for Algorithm. Should not be used unless explicit
+       intended.
+    */
+    Algorithm();
+
+    /**
+     *  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,
+              std::shared_ptr<vk::CommandBuffer> commandBuffer,
+              const Constants& specializationConstants = {});
+
+    /**
+     * 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 init(const std::vector<char>& shaderFileData,
+              std::vector<std::shared_ptr<Tensor>> tensorParams);
+
+    /**
+     * 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(uint32_t x = 1, uint32_t y = 1, uint32_t z = 1);
+
+private:
+    // -------------- NEVER OWNED RESOURCES
+    std::shared_ptr<vk::Device> mDevice;
+    std::shared_ptr<vk::CommandBuffer> mCommandBuffer;
+
+    // -------------- 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
+    Constants mSpecializationConstants;
+
+    // Create util functions
+    void createShaderModule(const std::vector<char>& shaderFileData);
+    void createPipeline();
+
+    // Parameters
+    void createParameters(std::vector<std::shared_ptr<Tensor>>& tensorParams);
+    void createDescriptorPool();
+};
+
+} // End namespace kp
+
+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 OpAlgoBase : public OpBase
+{
+  public:
+
+    /**
+     *  Base constructor, should not be used unless explicitly intended.
+     */
+    OpAlgoBase();
+
+    /**
+     * 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 shaderFilePath Optional parameter to specify the shader to load (either in spirv or raw format)
+     * @param komputeWorkgroup Optional parameter to specify the layout for processing
+     */
+    OpAlgoBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer,
+           std::vector<std::shared_ptr<Tensor>>& tensors,
+           const Workgroup& komputeWorkgroup = {},
+           const Constants& specializationConstants = {});
+
+    /**
+     * Constructor that enables a file to be passed to the operation with
+     * the contents of the shader. This can be either in raw format or in
+     * compiled SPIR-V binary format.
+     *
+     * @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 shaderFilePath Parameter to specify the shader to load (either in spirv or raw format)
+     * @param komputeWorkgroup Optional parameter to specify the layout for processing
+     */
+    OpAlgoBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer,
+           std::vector<std::shared_ptr<Tensor>>& tensors,
+           std::string shaderFilePath,
+           const Workgroup& komputeWorkgroup = {},
+           const Constants& specializationConstants = {});
+
+    /**
+     * Constructor that enables raw shader data to be passed to the main operation
+     * which can be either in raw shader glsl code or in compiled SPIR-V binary.
+     *
+     * @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 shaderDataRaw Optional parameter to specify the shader data either in binary or raw form
+     * @param komputeWorkgroup Optional parameter to specify the layout for processing
+     */
+    OpAlgoBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer,
+           std::vector<std::shared_ptr<Tensor>>& tensors,
+           const std::vector<char>& shaderDataRaw,
+           const Workgroup& komputeWorkgroup = {},
+           const Constants& specializationConstants = {});
+
+    /**
+     * Default destructor, which is in charge of destroying the algorithm
+     * components but does not destroy the underlying tensors
+     */
+    virtual ~OpAlgoBase() override;
+
+    /**
+     * The init function is responsible for the initialisation of the algorithm
+     * component based on the parameters specified, and allows for extensibility
+     * on the options provided. Further dependent classes can perform more 
+     * specific checks such as ensuring tensors provided are initialised, etc.
+     */
+    virtual void init() 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() 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;
+
+  protected:
+    // -------------- NEVER OWNED RESOURCES
+
+    // -------------- OPTIONALLY OWNED RESOURCES
+    std::shared_ptr<Algorithm> mAlgorithm;
+    bool mFreeAlgorithm = false;
+
+    // -------------- ALWAYS OWNED RESOURCES
+
+    Workgroup mKomputeWorkgroup;
+
+    std::string mShaderFilePath; ///< Optional member variable which can be provided for the OpAlgoBase to find the data automatically and load for processing
+    std::vector<char> mShaderDataRaw; ///< Optional member variable which can be provided to contain either the raw shader content or the spirv binary content
+
+    virtual std::vector<char> fetchSpirvBinaryData();
+};
+
+} // End namespace kp
+
+#include <fstream>
+
+namespace kp {
+
+/**
+ * Operation base class to simplify the creation of operations that require
+ * right hand and left hand side datapoints together with a single output.
+ * The expected data passed is two input tensors and one output tensor.
+ */
+class OpAlgoLhsRhsOut : public OpAlgoBase
+{
+  public:
+    /**
+     *  Base constructor, should not be used unless explicitly intended.
+     */
+    OpAlgoLhsRhsOut();
+
+    /**
+     * 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 freeTensors Whether operation manages the memory of the Tensors
+     * @param komputeWorkgroup Optional parameter to specify the layout for processing
+     */
+    OpAlgoLhsRhsOut(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer,
+           std::vector<std::shared_ptr<Tensor>> tensors,
+           const Workgroup& komputeWorkgroup = {});
+
+    /**
+     * Default destructor, which is in charge of destroying the algorithm
+     * components but does not destroy the underlying tensors
+     */
+    virtual ~OpAlgoLhsRhsOut() override;
+
+    /**
+     * The init function is responsible for ensuring that all of the tensors
+     * provided are aligned with requirements such as LHS, RHS and Output
+     * tensors, and  creates the algorithm component which processes the
+     * computation.
+     */
+    virtual void init() 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() 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;
+
+  protected:
+    // -------------- NEVER OWNED RESOURCES
+    std::shared_ptr<Tensor> mTensorLHS; ///< Reference to the parameter used in the left hand side equation of the shader
+    std::shared_ptr<Tensor> mTensorRHS; ///< Reference to the parameter used in the right hand side equation of the shader
+    std::shared_ptr<Tensor> mTensorOutput; ///< Reference to the parameter used in the output of the shader and will be copied with a staging vector
+};
+
+} // End namespace kp
+
+#include <fstream>
+
+#if RELEASE
+
+#endif
+
+namespace kp {
+
+/**
+ * Operation that performs multiplication on two tensors and outpus on third
+ * tensor.
+ */
+class OpMult : public OpAlgoBase
+{
+  public:
+    /**
+     *  Base constructor, should not be used unless explicitly intended.
+     */
+    OpMult() {
+
+    }
+
+    /**
+     * 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::shared_ptr<vk::PhysicalDevice> physicalDevice,
+           std::shared_ptr<vk::Device> device,
+           std::shared_ptr<vk::CommandBuffer> commandBuffer,
+           std::vector<std::shared_ptr<Tensor>> tensors,
+           const Workgroup& komputeWorkgroup = {})
+      : OpAlgoBase(physicalDevice, device, commandBuffer, tensors, "", komputeWorkgroup)
+    {
+        SPDLOG_DEBUG("Kompute OpMult constructor with params");
+
+#ifndef RELEASE
+        this->mShaderFilePath = "shaders/glsl/opmult.comp";
+#endif
+    }
+
+#if RELEASE
+    /**
+     * If RELEASE=1 it will be using the static version of the shader which is 
+     * loaded using this file directly. Otherwise it should not override the function.
+     */
+    std::vector<char> fetchSpirvBinaryData() override
+    {
+        SPDLOG_WARN(
+          "Kompute OpMult Running shaders directly from header");
+
+        return std::vector<char>(
+          shader_data::shaders_glsl_opmult_comp_spv,
+          shader_data::shaders_glsl_opmult_comp_spv +
+            kp::shader_data::shaders_glsl_opmult_comp_spv_len);
+
+    }
+#endif
+
+    /**
+     * Default destructor, which is in charge of destroying the algorithm
+     * components but does not destroy the underlying tensors
+     */
+    ~OpMult() override {
+        SPDLOG_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:
+    OpTensorCopy();
+
+    /**
+     * 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(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+                   std::shared_ptr<vk::Device> device,
+                   std::shared_ptr<vk::CommandBuffer> commandBuffer,
+                   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;
+
+    /**
+     * Performs basic checks such as ensuring there are at least two tensors provided, that they are initialised and that they are not of type TensorTypes::eStorage.
+     */
+    void init() override;
+
+    /**
+     * Records the copy commands from the first tensor into all the other tensors provided. Also optionally records a barrier.
+     */
+    void record() 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:
+};
+
+} // 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:
+    OpTensorSyncLocal();
+
+    /**
+     * 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(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
+                   std::shared_ptr<vk::Device> device,
+                   std::shared_ptr<vk::CommandBuffer> commandBuffer,
+                   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;
+
+    /**
+     * Performs basic checks such as ensuring that there is at least one tensor provided with min memory of 1 element.
+     */
+    void init() override;
+
+    /**
+     * For device tensors, it records the copy command for the tensor to copy the data from its device to staging memory.
+     */
+    void record() 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:
+};
+
+} // End namespace kp
diff --git a/src/include/kompute/shaders/shaderlogisticregression.hpp b/src/include/kompute/shaders/shaderlogisticregression.hpp
index 5293a35..f456ac1 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[] = {
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-  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, 0x0a, 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,
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+  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 0954a23..f4015a5 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, 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;
+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;
 }
 }
 #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 18ab913..3428614 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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-  0x3d, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x99, 0x00, 0x00, 0x00,
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-  0x96, 0x00, 0x00, 0x00, 0x3e, 0x00, 0x03, 0x00, 0x9a, 0x00, 0x00, 0x00,
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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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-  0x3d, 0x00, 0x04, 0x00, 0x3c, 0x00, 0x00, 0x00, 0xa6, 0x00, 0x00, 0x00,
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-  0xa7, 0x00, 0x00, 0x00, 0xa8, 0x00, 0x00, 0x00, 0x3d, 0x00, 0x04, 0x00,
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-  0x39, 0x00, 0x06, 0x00, 0x06, 0x00, 0x00, 0x00, 0xab, 0x00, 0x00, 0x00,
-  0x17, 0x00, 0x00, 0x00, 0xa7, 0x00, 0x00, 0x00, 0xa9, 0x00, 0x00, 0x00,
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-  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,
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-  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;
+static const unsigned char test_shaders_glsl_test_logistic_regression_comp_spv[] = {
+  0x03, 0x02, 0x23, 0x07, 0x00, 0x00, 0x01, 0x00, 0x0a, 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,
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+  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 e4acc70..edbf2ee 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, 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;
+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;
 }
 }
 #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 4b0bc45..15d6234 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, 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;
+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;
 }
 }
 #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 f68cb431d7d9e54391a59df577f558b3aa1f12f1..2f6883dac6c1f40a2928ccf8e8b37c6fa6d68ac1 100755
GIT binary patch
delta 18
ZcmcbhdO?+wnMs+Qfq{{MYa{1zApj?i1Hk|Q

delta 18
ZcmcbhdO?+wnMs+Qfq{{MV<YErApj?Y1HS+O

diff --git a/test/shaders/glsl/test_op_custom_shader.comp.spv b/test/shaders/glsl/test_op_custom_shader.comp.spv
index 88b54d372eedf0e46414e75937bd9d4943f47e2b..1c1a83c30a47ca719748a14b7145a3f23ab4b3c1 100755
GIT binary patch
delta 18
ZcmX@Xae{-BnMs+Qfq{{MYa^#U3jiU&0^tAv

delta 18
ZcmX@Xae{-BnMs+Qfq{{MV<V?M3jiUu0^a}t

diff --git a/test/shaders/glsl/test_workgroup.comp.spv b/test/shaders/glsl/test_workgroup.comp.spv
index 93b87ba7dd56ae014371b2a5ae416eb6e86a37a4..533d994feb3fe3ecf697622d395a8c9205aaa08d 100755
GIT binary patch
delta 18
Zcmeyu^@WR*nMs+Qfq{{MYa?eiD*z}l18M*O

delta 18
Zcmeyu^@WR*nMs+Qfq{{MV<TraD*z}b184vM


From 5647511c898eaae4e7d2cc568332f9a204e75de4 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 08:08:17 +0000
Subject: [PATCH 15/38] Added comment

---
 test/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 764167d..ed878fb 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -46,7 +46,7 @@ if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
     add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc EXCLUDE_FROM_ALL
         ${CMAKE_CURRENT_BINARY_DIR}/kompute_shaderc)
 
-    ## Ensure shaderc is initialised
+    # Ensure shaderc is initialised by cloning all dependencies
     execute_process(COMMAND
         python3 ${PROJECT_SOURCE_DIR}/external/shaderc/utils/git-sync-deps)
 

From 9ae3bcac27b46529ff1a51d3f3c17220302e8eaa Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 08:14:28 +0000
Subject: [PATCH 16/38] Updated targets

---
 Makefile            | 4 ----
 test/CMakeLists.txt | 9 ++++++---
 2 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/Makefile b/Makefile
index ccda4e2..8f39a25 100644
--- a/Makefile
+++ b/Makefile
@@ -68,9 +68,7 @@ mk_cmake:
 		-DKOMPUTE_OPT_BUILD_SHADERS=1 \
 		-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1 \
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
-		-DSPDLOG_INSTALL=1 \
 		-DKOMPUTE_OPT_CODE_COVERAGE=1 \
-		-DSHADERC_SKIP_TESTS=1 \
 		-G "Unix Makefiles"
 
 mk_build_all:
@@ -123,8 +121,6 @@ vs_cmake:
 		-DKOMPUTE_OPT_BUILD_SHADERS=1 \
 		-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1 \
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
-		-DSPDLOG_INSTALL=1 \
-		-DSHADERC_SKIP_TESTS=1 \
 		-G "Visual Studio 16 2019"
 
 vs_build_all:
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index ed878fb..3ea9a7b 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -42,14 +42,17 @@ add_test(NAME test_kompute COMMAND test_kompute)
 #################### PYSHADERC #######################
 #####################################################
 
-if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
-    add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc EXCLUDE_FROM_ALL
-        ${CMAKE_CURRENT_BINARY_DIR}/kompute_shaderc)
+set(SHADERC_SKIP_TESTS 1)
 
+if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
     # Ensure shaderc is initialised by cloning all dependencies
+    message(STATUS "Cloning all repositories for shaderc dependency")
     execute_process(COMMAND
         python3 ${PROJECT_SOURCE_DIR}/external/shaderc/utils/git-sync-deps)
 
+    add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc EXCLUDE_FROM_ALL
+        ${CMAKE_CURRENT_BINARY_DIR}/kompute_shaderc)
+
     target_include_directories(
         test_kompute PRIVATE
         ${shaderc_SOURCE_DIR}/include)

From 4e7f4c88470f19707b911c0acf653c5438825533 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 08:20:35 +0000
Subject: [PATCH 17/38] Updated cmake to include spdlog header from folder2

---
 Makefile            | 4 ++++
 test/CMakeLists.txt | 2 +-
 2 files changed, 5 insertions(+), 1 deletion(-)

diff --git a/Makefile b/Makefile
index 8f39a25..ccda4e2 100644
--- a/Makefile
+++ b/Makefile
@@ -68,7 +68,9 @@ mk_cmake:
 		-DKOMPUTE_OPT_BUILD_SHADERS=1 \
 		-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1 \
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
+		-DSPDLOG_INSTALL=1 \
 		-DKOMPUTE_OPT_CODE_COVERAGE=1 \
+		-DSHADERC_SKIP_TESTS=1 \
 		-G "Unix Makefiles"
 
 mk_build_all:
@@ -121,6 +123,8 @@ vs_cmake:
 		-DKOMPUTE_OPT_BUILD_SHADERS=1 \
 		-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1 \
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
+		-DSPDLOG_INSTALL=1 \
+		-DSHADERC_SKIP_TESTS=1 \
 		-G "Visual Studio 16 2019"
 
 vs_build_all:
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 3ea9a7b..4289dc7 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -55,7 +55,7 @@ if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
 
     target_include_directories(
         test_kompute PRIVATE
-        ${shaderc_SOURCE_DIR}/include)
+        ${PROJECT_SOURCE_DIR}/external/shaderc/libshaderc/include)
 
     target_link_libraries(test_kompute PRIVATE
         shaderc_combined)

From d6dc1d21d2df808712340445cb686022509b1914 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 08:24:36 +0000
Subject: [PATCH 18/38] Removed exclude_from_all

---
 test/CMakeLists.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 4289dc7..c6b89e8 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -50,7 +50,7 @@ if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
     execute_process(COMMAND
         python3 ${PROJECT_SOURCE_DIR}/external/shaderc/utils/git-sync-deps)
 
-    add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc EXCLUDE_FROM_ALL
+    add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc
         ${CMAKE_CURRENT_BINARY_DIR}/kompute_shaderc)
 
     target_include_directories(

From da0b4da08526796389f4cf36484d256b37a277a8 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 08:26:16 +0000
Subject: [PATCH 19/38] Flags for compile

---
 .github/workflows/cpp_tests.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.github/workflows/cpp_tests.yml b/.github/workflows/cpp_tests.yml
index 358be6e..146c414 100644
--- a/.github/workflows/cpp_tests.yml
+++ b/.github/workflows/cpp_tests.yml
@@ -23,6 +23,7 @@ jobs:
                   -DKOMPUTE_OPT_REPO_SUBMODULE_BUILD=1       \
                   -DKOMPUTE_OPT_BUILD_TESTS=1                \
                   -DKOMPUTE_OPT_ENABLE_SPDLOG=1              \
+                  -DSHADERC_SKIP_TESTS=1                     \
                   -DSPDLOG_INSTALL=1
     - name: build-cpp
       run: |

From ddf2f58593fa401ba7f413c78a79752be4a208cc Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 08:30:07 +0000
Subject: [PATCH 20/38] Added explicit library include

---
 test/CMakeLists.txt | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index c6b89e8..851058c 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -57,8 +57,10 @@ if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
         test_kompute PRIVATE
         ${PROJECT_SOURCE_DIR}/external/shaderc/libshaderc/include)
 
+    find_library(SHADERC_LIB shaderc_combined)
+
     target_link_libraries(test_kompute PRIVATE
-        shaderc_combined)
+        ${SHADERC_LIB})
 else()
     find_library(SHADERC_LIB shaderc_combined)
 

From ab6a92004cb6fc396a115869f09f88a7001f7ac7 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 08:53:34 +0000
Subject: [PATCH 21/38] Updated back to direct reference

---
 test/CMakeLists.txt | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index 851058c..c6b89e8 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -57,10 +57,8 @@ if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
         test_kompute PRIVATE
         ${PROJECT_SOURCE_DIR}/external/shaderc/libshaderc/include)
 
-    find_library(SHADERC_LIB shaderc_combined)
-
     target_link_libraries(test_kompute PRIVATE
-        ${SHADERC_LIB})
+        shaderc_combined)
 else()
     find_library(SHADERC_LIB shaderc_combined)
 

From 2f728074a84c2db3ef91f0898f5c0ac6a6e26102 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 19:47:33 +0000
Subject: [PATCH 22/38] Replaced shaderc with glslang

---
 .ccls               |  3 +-
 .gitmodules         |  8 ++---
 external/glslang    |  1 +
 external/shaderc    |  1 -
 test/CMakeLists.txt | 33 +++++++++++---------
 test/TestUtils.cpp  | 74 ++++++++++++++++++++++++++++++++++++---------
 6 files changed, 84 insertions(+), 36 deletions(-)
 create mode 160000 external/glslang
 delete mode 160000 external/shaderc

diff --git a/.ccls b/.ccls
index d79e21d..460b00b 100644
--- a/.ccls
+++ b/.ccls
@@ -17,8 +17,7 @@
 -I./python/pybind11/include/
 -I./external/Vulkan-Headers/include/
 -I./external/googletest/googletest/include/
--I./external/shaderc/libshaderc/include/
--I./external/shaderc/libshaderc_util/include/
+-I./external/glslang/
 -I./external/spdlog/include/
 -I./src/include/
 -I./single_include/
diff --git a/.gitmodules b/.gitmodules
index 086a6f8..108a577 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -14,7 +14,7 @@
 	path = python/pybind11
 	url = https://github.com/pybind/pybind11
     branch = v2.6.1
-[submodule "external/shaderc"]
-	path = external/shaderc
-	url = https://github.com/google/shaderc
-    branch = v2020.4
+[submodule "external/glslang"]
+	path = external/glslang
+	url = https://github.com/KhronosGroup/glslang/
+    branch = 11.1.0
diff --git a/external/glslang b/external/glslang
new file mode 160000
index 0000000..c594de2
--- /dev/null
+++ b/external/glslang
@@ -0,0 +1 @@
+Subproject commit c594de23cdd790d64ad5f9c8b059baae0ee2941d
diff --git a/external/shaderc b/external/shaderc
deleted file mode 160000
index 0dbd899..0000000
--- a/external/shaderc
+++ /dev/null
@@ -1 +0,0 @@
-Subproject commit 0dbd899941a43ffd55df527d65128b3b66e75c9c
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index c6b89e8..d326f53 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -45,31 +45,36 @@ add_test(NAME test_kompute COMMAND test_kompute)
 set(SHADERC_SKIP_TESTS 1)
 
 if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
-    # Ensure shaderc is initialised by cloning all dependencies
-    message(STATUS "Cloning all repositories for shaderc dependency")
-    execute_process(COMMAND
-        python3 ${PROJECT_SOURCE_DIR}/external/shaderc/utils/git-sync-deps)
-
-    add_subdirectory(${PROJECT_SOURCE_DIR}/external/shaderc
-        ${CMAKE_CURRENT_BINARY_DIR}/kompute_shaderc)
+    add_subdirectory(${PROJECT_SOURCE_DIR}/external/glslang
+        ${CMAKE_CURRENT_BINARY_DIR}/kompute_glslang)
 
     target_include_directories(
         test_kompute PRIVATE
-        ${PROJECT_SOURCE_DIR}/external/shaderc/libshaderc/include)
+        ${PROJECT_SOURCE_DIR}/external/glslang)
 
     target_link_libraries(test_kompute PRIVATE
-        shaderc_combined)
+        # Not including hlsl support
+        # HLSL
+        # glslang includes OGLCompiler, OSDependent, MachineIndependent
+        glslang
+        SPIRV
+        glslang-default-resource-limits
+        MachineIndependent)
 else()
-    find_library(SHADERC_LIB shaderc_combined)
-
-    find_path(SHADERC_INCLUDE_DIRS shaderc)
+    find_package(glslang CONFIG REQUIRED)
 
     target_include_directories(
         test_kompute PRIVATE
-        ${SHADERC_INCLUDE_DIRS})
+        ${GLSLANG_GENERATED_INCLUDEDIR})
 
     target_link_libraries(test_kompute PRIVATE
-        ${SHADERC_LIB})
+        # Not including hlsl support
+        # glslang::HLSL
+        # Adding explicit dependencies to match above
+        glslang
+        SPIRV
+        glslang-default-resource-limits
+        MachineIndependent)
 endif()
 
 #####################################################
diff --git a/test/TestUtils.cpp b/test/TestUtils.cpp
index a6c854a..a620e20 100644
--- a/test/TestUtils.cpp
+++ b/test/TestUtils.cpp
@@ -4,28 +4,72 @@
 
 #include <shaderc/shaderc.hpp>
 
+#include <glslang/Public/ShaderLang.h>
+#include <StandAlone/ResourceLimits.h>
+#include <SPIRV/GlslangToSpv.h>
+
 static std::vector<char> spirv_from_string(const std::string& source,
+                                   const std::string& entryPoint = "main",
                                    shaderc_optimization_level optimization = shaderc_optimization_level_zero,
                                    std::vector<std::pair<std::string,std::string>> definitions = {}) {
-    shaderc::Compiler compiler;
-    shaderc::CompileOptions options;
 
-    for (const std::pair<std::string,std::string>& def : definitions) {
-        options.AddMacroDefinition(def.first, def.second);
-    }
-    if (optimization) options.SetOptimizationLevel(optimization);
+        // Initialize glslang library.
+    glslang::InitializeProcess();
 
-    std::string errorTag = "kompute";
-    shaderc::SpvCompilationResult module =
-        compiler.CompileGlslToSpv(source, shaderc_glsl_compute_shader, errorTag.c_str(), options);
+    const EShLanguage language = EShLangCompute;
+    glslang::TShader shader(language);
 
-    if (module.GetCompilationStatus() != shaderc_compilation_status_success)  {
-      throw std::runtime_error("Shader string invalid: " + module.GetErrorMessage());
+    const char *file_name_list[1] = {""};
+    const char *shader_source     = reinterpret_cast<const char *>(source.data());
+    shader.setStringsWithLengthsAndNames(&shader_source, nullptr, file_name_list, 1);
+    shader.setEntryPoint(entryPoint.c_str());
+    shader.setSourceEntryPoint(entryPoint.c_str());
+
+    std::string info_log = "";
+    const EShMessages messages = static_cast<EShMessages>(EShMsgDefault | EShMsgVulkanRules | EShMsgSpvRules);
+    if (!shader.parse(&glslang::DefaultTBuiltInResource, 100, false, messages))
+    {
+        info_log = std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog());
+        throw std::runtime_error(info_log);
     }
 
-    std::vector<uint32_t> vi = {module.cbegin(), module.cend()};
-    auto p = reinterpret_cast<char*>(vi.data());
-    std::vector<char> vc{p, p + vi.size() * sizeof(int)};
 
-    return vc;
+    // Add shader to new program object.
+    glslang::TProgram program;
+    program.addShader(&shader);
+    // Link program.
+    if (!program.link(messages))
+    {
+        info_log = std::string(program.getInfoLog()) + "\n" + std::string(program.getInfoDebugLog());
+        throw std::runtime_error(info_log);
+    }
+
+    // Save any info log that was generated.
+    if (shader.getInfoLog())
+    {
+        info_log += std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog()) + "\n";
+    }
+
+    if (program.getInfoLog())
+    {
+        info_log += std::string(program.getInfoLog()) + "\n" + std::string(program.getInfoDebugLog());
+    }
+
+    glslang::TIntermediate *intermediate = program.getIntermediate(language);
+    // Translate to SPIRV.
+    if (!intermediate)
+    {
+        info_log += "Failed to get shared intermediate code.\n";
+        throw std::runtime_error(info_log);
+    }
+
+    spv::SpvBuildLogger logger;
+    std::vector<std::uint32_t> spirv;
+    glslang::GlslangToSpv(*intermediate, spirv, &logger);
+    info_log += logger.getAllMessages() + "\n";
+
+    // Shutdown glslang library.
+    glslang::FinalizeProcess();
+
+    return std::vector<char>((char*)spirv.data(), (char*)(spirv.data()+spirv.size()) );
 }

From 6d753750f106757c5c6d066fccd6c342903fda70 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 22:09:05 +0000
Subject: [PATCH 23/38] Passing all tests with glslang

---
 test/TestUtils.cpp | 5 +----
 1 file changed, 1 insertion(+), 4 deletions(-)

diff --git a/test/TestUtils.cpp b/test/TestUtils.cpp
index a620e20..8d8d8b6 100644
--- a/test/TestUtils.cpp
+++ b/test/TestUtils.cpp
@@ -2,18 +2,15 @@
 #include <iostream>
 #include <vector>
 
-#include <shaderc/shaderc.hpp>
-
 #include <glslang/Public/ShaderLang.h>
 #include <StandAlone/ResourceLimits.h>
 #include <SPIRV/GlslangToSpv.h>
 
 static std::vector<char> spirv_from_string(const std::string& source,
                                    const std::string& entryPoint = "main",
-                                   shaderc_optimization_level optimization = shaderc_optimization_level_zero,
                                    std::vector<std::pair<std::string,std::string>> definitions = {}) {
 
-        // Initialize glslang library.
+    // Initialize glslang library.
     glslang::InitializeProcess();
 
     const EShLanguage language = EShLangCompute;

From 3cee0d9980c84b272ef5cb3a932ef6e4d3f1a82e Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Fri, 19 Feb 2021 22:57:34 +0000
Subject: [PATCH 24/38] Added full basic example glslang

---
 test/TestUtils.cpp | 24 ++++++++++++++++++++----
 1 file changed, 20 insertions(+), 4 deletions(-)

diff --git a/test/TestUtils.cpp b/test/TestUtils.cpp
index 8d8d8b6..488d3ea 100644
--- a/test/TestUtils.cpp
+++ b/test/TestUtils.cpp
@@ -6,7 +6,8 @@
 #include <StandAlone/ResourceLimits.h>
 #include <SPIRV/GlslangToSpv.h>
 
-static std::vector<char> spirv_from_string(const std::string& source,
+static std::vector<char> spirv_from_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 = {}) {
 
@@ -16,9 +17,19 @@ static std::vector<char> spirv_from_string(const std::string& source,
     const EShLanguage language = EShLangCompute;
     glslang::TShader shader(language);
 
-    const char *file_name_list[1] = {""};
-    const char *shader_source     = reinterpret_cast<const char *>(source.data());
-    shader.setStringsWithLengthsAndNames(&shader_source, nullptr, file_name_list, 1);
+    std::vector<const char*> filesCStr(files.size()), sourcesCStr(sources.size());
+    for (size_t i = 0; i < sources.size(); i++) sourcesCStr[i] = sources[i].c_str();
+
+    if (files.size() > 1) {
+        assert(files.size() == sources.size());
+        for (size_t i = 0; i < files.size(); i++) filesCStr[i] = files[i].c_str();
+        shader.setStringsWithLengthsAndNames(sourcesCStr.data(), nullptr, filesCStr.data(), filesCStr.size());
+    }
+    else {
+        filesCStr = {""};
+        shader.setStringsWithLengthsAndNames(sourcesCStr.data(), nullptr, filesCStr.data(), sourcesCStr.size());
+    }
+
     shader.setEntryPoint(entryPoint.c_str());
     shader.setSourceEntryPoint(entryPoint.c_str());
 
@@ -70,3 +81,8 @@ static std::vector<char> spirv_from_string(const std::string& source,
 
     return std::vector<char>((char*)spirv.data(), (char*)(spirv.data()+spirv.size()) );
 }
+
+static std::vector<char> spirv_from_string(const std::string& source) {
+    return spirv_from_sources({source});
+}
+

From f713b5686276e0af49f5c0f284fa8c6740085d8d Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 11:12:42 +0000
Subject: [PATCH 25/38] Updated test

---
 test/TestUtils.cpp | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/test/TestUtils.cpp b/test/TestUtils.cpp
index 488d3ea..f0931b2 100644
--- a/test/TestUtils.cpp
+++ b/test/TestUtils.cpp
@@ -2,6 +2,8 @@
 #include <iostream>
 #include <vector>
 
+#include "kompute/Kompute.hpp"
+
 #include <glslang/Public/ShaderLang.h>
 #include <StandAlone/ResourceLimits.h>
 #include <SPIRV/GlslangToSpv.h>
@@ -14,6 +16,7 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
     // Initialize glslang library.
     glslang::InitializeProcess();
 
+    // Currently we don't support other shader types nor plan to
     const EShLanguage language = EShLangCompute;
     glslang::TShader shader(language);
 
@@ -49,6 +52,7 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
     if (!program.link(messages))
     {
         info_log = std::string(program.getInfoLog()) + "\n" + std::string(program.getInfoDebugLog());
+        SPDLOG_ERROR(info_log);
         throw std::runtime_error(info_log);
     }
 
@@ -58,16 +62,12 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
         info_log += std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog()) + "\n";
     }
 
-    if (program.getInfoLog())
-    {
-        info_log += std::string(program.getInfoLog()) + "\n" + std::string(program.getInfoDebugLog());
-    }
-
     glslang::TIntermediate *intermediate = program.getIntermediate(language);
     // Translate to SPIRV.
     if (!intermediate)
     {
         info_log += "Failed to get shared intermediate code.\n";
+        SPDLOG_ERROR(info_log);
         throw std::runtime_error(info_log);
     }
 

From 9a19e3b2809d64a86c4fdaee4788c4a62cc5339c Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 16:48:56 +0000
Subject: [PATCH 26/38] Moved shader compile logic to main libary

---
 CMakeLists.txt                                | 16 +++-
 Makefile                                      |  1 -
 single_include/AggregateHeaders.cpp           |  1 +
 single_include/kompute/Kompute.hpp            | 95 +++++++++++++++++++
 src/CMakeLists.txt                            | 39 ++++++++
 .../include/kompute/ShaderUtil.hpp            | 18 +++-
 test/CMakeLists.txt                           | 39 --------
 test/TestAsyncOperations.cpp                  | 10 +-
 test/TestDestroy.cpp                          | 28 +++---
 test/TestMultipleAlgoExecutions.cpp           | 28 +++---
 test/TestOpAlgoLoopsPassingData.cpp           |  4 +-
 test/TestOpShadersFromStringAndFile.cpp       |  4 +-
 test/TestSpecializationConstant.cpp           |  5 +-
 13 files changed, 197 insertions(+), 91 deletions(-)
 rename test/TestUtils.cpp => src/include/kompute/ShaderUtil.hpp (90%)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index c31fe0b..76aa130 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -16,6 +16,7 @@ option(KOMPUTE_OPT_INSTALL "Enable if you want to enable installation" 0)
 # Build options
 option(KOMPUTE_OPT_BUILD_PYTHON "Enable if you want to build python bindings" 0)
 option(KOMPUTE_OPT_ENABLE_SPDLOG "Extra compile flags for Kompute, see docs for full list" 0)
+option(KOMPUTE_OPT_DISABLE_GLSLANG "Skip compilation of glslang utilities" 0)
 option(KOMPUTE_OPT_REPO_SUBMODULE_BUILD, "Use the submodule repos instead of external package manager" 0)
 option(KOMPUTE_OPT_ANDOID_BUILD "Enable android compilation flags required" 0)
 option(KOMPUTE_OPT_DISABLE_VK_DEBUG_LAYERS "Explicitly disable debug layers even on debug" 0)
@@ -24,7 +25,10 @@ set(KOMPUTE_EXTRA_CXX_FLAGS "" CACHE STRING "Extra compile flags for Kompute, se
 
 if(KOMPUTE_OPT_ENABLE_SPDLOG)
     set(KOMPUTE_EXTRA_CXX_FLAGS "${KOMPUTE_EXTRA_CXX_FLAGS} -DKOMPUTE_ENABLE_SPDLOG=1")
-    set(SPDLOG_INSTALL, 1)
+    if(KOMPUTE_OPT_INSTALL)
+        # Enable install parameters for spdlog (overrides parameters passed)
+        set(SPDLOG_INSTALL ON CACHE BOOL "Enables install of glslang" FORCE)
+    endif()
 endif()
 
 if(KOMPUTE_OPT_ANDOID_BUILD)
@@ -39,6 +43,16 @@ if(KOMPUTE_OPT_DISABLE_VK_DEBUG_LAYERS)
     set(KOMPUTE_EXTRA_CXX_FLAGS "${KOMPUTE_EXTRA_CXX_FLAGS} -DKOMPUTE_DISABLE_VK_DEBUG_LAYERS=1")
 endif()
 
+if(KOMPUTE_OPT_DISABLE_GLSLANG)
+    set(KOMPUTE_EXTRA_CXX_FLAGS "${KOMPUTE_EXTRA_CXX_FLAGS} -DKOMPUTE_DISABLE_GLSLANG=1")
+else()
+    if(KOMPUTE_OPT_INSTALL)
+        # Enable install parameters for glslang (overrides parameters passed)
+        set(ENABLE_GLSLANG_INSTALL ON CACHE BOOL "Enables install of glslang" FORCE)
+        set(BUILD_SHARED_LIBS ON CACHE BOOL "Enables build of shared libraries" FORCE)
+    endif()
+endif()
+
 set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -DDEBUG=1 ${KOMPUTE_EXTRA_CXX_FLAGS} -DUSE_DEBUG_EXTENTIONS")
 set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -DRELEASE=1 ${KOMPUTE_EXTRA_CXX_FLAGS}")
 
diff --git a/Makefile b/Makefile
index ccda4e2..37abad7 100644
--- a/Makefile
+++ b/Makefile
@@ -70,7 +70,6 @@ mk_cmake:
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
 		-DSPDLOG_INSTALL=1 \
 		-DKOMPUTE_OPT_CODE_COVERAGE=1 \
-		-DSHADERC_SKIP_TESTS=1 \
 		-G "Unix Makefiles"
 
 mk_build_all:
diff --git a/single_include/AggregateHeaders.cpp b/single_include/AggregateHeaders.cpp
index 57ab728..ee5f89b 100644
--- a/single_include/AggregateHeaders.cpp
+++ b/single_include/AggregateHeaders.cpp
@@ -1,5 +1,6 @@
 #pragma once
 #include "kompute/Core.hpp"
+#include "kompute/ShaderUtil.hpp"
 #include "kompute/shaders/shaderopmult.hpp"
 #include "kompute/shaders/shaderlogisticregression.hpp"
 #include "kompute/Manager.hpp"
diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index bde5294..8471639 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -107,6 +107,101 @@ extern py::object kp_debug, kp_info, kp_warning, kp_error;
 #endif // KOMPUTE_SPDLOG_ENABLED
 #endif // KOMPUTE_LOG_OVERRIDE
 
+#include <iostream>
+#include <vector>
+
+#include <glslang/Public/ShaderLang.h>
+#include <StandAlone/ResourceLimits.h>
+#include <SPIRV/GlslangToSpv.h>
+
+namespace kp {
+
+static std::vector<char> spirv_from_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 = {}) {
+
+    // Initialize glslang library.
+    glslang::InitializeProcess();
+
+    // Currently we don't support other shader types nor plan to
+    const EShLanguage language = EShLangCompute;
+    glslang::TShader shader(language);
+
+    std::vector<const char*> filesCStr(files.size()), sourcesCStr(sources.size());
+    for (size_t i = 0; i < sources.size(); i++) sourcesCStr[i] = sources[i].c_str();
+
+    if (files.size() > 1) {
+        assert(files.size() == sources.size());
+        for (size_t i = 0; i < files.size(); i++) filesCStr[i] = files[i].c_str();
+        shader.setStringsWithLengthsAndNames(sourcesCStr.data(), nullptr, filesCStr.data(), filesCStr.size());
+    }
+    else {
+        filesCStr = {""};
+        shader.setStringsWithLengthsAndNames(sourcesCStr.data(), nullptr, filesCStr.data(), sourcesCStr.size());
+    }
+
+    shader.setEntryPoint(entryPoint.c_str());
+    shader.setSourceEntryPoint(entryPoint.c_str());
+
+    std::string info_log = "";
+    const EShMessages messages = static_cast<EShMessages>(EShMsgDefault | EShMsgVulkanRules | EShMsgSpvRules);
+    if (!shader.parse(&glslang::DefaultTBuiltInResource, 100, false, messages))
+    {
+        info_log = std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog());
+        SPDLOG_ERROR(info_log);
+        throw std::runtime_error(info_log);
+    }
+
+    // Add shader to new program object.
+    glslang::TProgram program;
+    program.addShader(&shader);
+    // Link program.
+    if (!program.link(messages))
+    {
+        info_log = std::string(program.getInfoLog()) + "\n" + std::string(program.getInfoDebugLog());
+        SPDLOG_ERROR(info_log);
+        throw std::runtime_error(info_log);
+    }
+
+    // Save any info log that was generated.
+    if (shader.getInfoLog())
+    {
+        info_log += std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog()) + "\n";
+        SPDLOG_INFO(info_log);
+    }
+
+    glslang::TIntermediate *intermediate = program.getIntermediate(language);
+    // Translate to SPIRV.
+    if (!intermediate)
+    {
+        info_log += "Failed to get shared intermediate code.\n";
+        SPDLOG_ERROR(info_log);
+        throw std::runtime_error(info_log);
+    }
+
+    spv::SpvBuildLogger logger;
+    std::vector<std::uint32_t> spirv;
+    glslang::GlslangToSpv(*intermediate, spirv, &logger);
+
+    if (shader.getInfoLog())
+    {
+        info_log += logger.getAllMessages() + "\n";
+        SPDLOG_DEBUG(info_log);
+    }
+
+    // Shutdown glslang library.
+    glslang::FinalizeProcess();
+
+    return std::vector<char>((char*)spirv.data(), (char*)(spirv.data()+spirv.size()) );
+}
+
+static std::vector<char> spirv_from_source(const std::string& source) {
+    return spirv_from_sources({source});
+}
+
+}
+
 /*
     THIS FILE HAS BEEN AUTOMATICALLY GENERATED - DO NOT EDIT
 
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 5d9cbd6..567e187 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -105,6 +105,45 @@ if(KOMPUTE_OPT_BUILD_SINGLE_HEADER)
         build_single_header)
 endif()
 
+#####################################################
+#################### GLSLANG #######################
+#####################################################
+
+if(NOT KOMPUTE_OPT_DISABLE_GLSLANG)
+
+    if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
+        add_subdirectory(${PROJECT_SOURCE_DIR}/external/glslang
+            ${CMAKE_CURRENT_BINARY_DIR}/kompute_glslang)
+
+        target_include_directories(
+            kompute PRIVATE
+            ${PROJECT_SOURCE_DIR}/external/glslang)
+
+        target_link_libraries(kompute
+            # Not including hlsl support
+            # HLSL
+            # glslang includes OGLCompiler, OSDependent, MachineIndependent
+            glslang
+            SPIRV
+            glslang-default-resource-limits)
+    else()
+        find_package(glslang CONFIG REQUIRED)
+
+        target_include_directories(
+            kompute PRIVATE
+            ${GLSLANG_GENERATED_INCLUDEDIR})
+
+        target_link_libraries(kompute
+            # Not including hlsl support
+            # glslang::HLSL
+            # Adding explicit dependencies to match above
+            glslang
+            SPIRV
+            glslang-default-resource-limits)
+    endif()
+endif()
+
+
 add_library(kompute::kompute ALIAS kompute)
 
 if(KOMPUTE_OPT_INSTALL)
diff --git a/test/TestUtils.cpp b/src/include/kompute/ShaderUtil.hpp
similarity index 90%
rename from test/TestUtils.cpp
rename to src/include/kompute/ShaderUtil.hpp
index f0931b2..a6b994a 100644
--- a/test/TestUtils.cpp
+++ b/src/include/kompute/ShaderUtil.hpp
@@ -1,13 +1,16 @@
+#pragma once
 
 #include <iostream>
 #include <vector>
 
-#include "kompute/Kompute.hpp"
+#include "Core.hpp"
 
 #include <glslang/Public/ShaderLang.h>
 #include <StandAlone/ResourceLimits.h>
 #include <SPIRV/GlslangToSpv.h>
 
+namespace kp {
+
 static std::vector<char> spirv_from_sources(const std::vector<std::string>& sources,
                                    const std::vector<std::string>& files = {},
                                    const std::string& entryPoint = "main",
@@ -41,10 +44,10 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
     if (!shader.parse(&glslang::DefaultTBuiltInResource, 100, false, messages))
     {
         info_log = std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog());
+        SPDLOG_ERROR(info_log);
         throw std::runtime_error(info_log);
     }
 
-
     // Add shader to new program object.
     glslang::TProgram program;
     program.addShader(&shader);
@@ -60,6 +63,7 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
     if (shader.getInfoLog())
     {
         info_log += std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog()) + "\n";
+        SPDLOG_INFO(info_log);
     }
 
     glslang::TIntermediate *intermediate = program.getIntermediate(language);
@@ -74,7 +78,12 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
     spv::SpvBuildLogger logger;
     std::vector<std::uint32_t> spirv;
     glslang::GlslangToSpv(*intermediate, spirv, &logger);
-    info_log += logger.getAllMessages() + "\n";
+
+    if (shader.getInfoLog())
+    {
+        info_log += logger.getAllMessages() + "\n";
+        SPDLOG_DEBUG(info_log);
+    }
 
     // Shutdown glslang library.
     glslang::FinalizeProcess();
@@ -82,7 +91,8 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
     return std::vector<char>((char*)spirv.data(), (char*)(spirv.data()+spirv.size()) );
 }
 
-static std::vector<char> spirv_from_string(const std::string& source) {
+static std::vector<char> spirv_from_source(const std::string& source) {
     return spirv_from_sources({source});
 }
 
+}
diff --git a/test/CMakeLists.txt b/test/CMakeLists.txt
index d326f53..a30792a 100644
--- a/test/CMakeLists.txt
+++ b/test/CMakeLists.txt
@@ -38,45 +38,6 @@ target_link_libraries(test_kompute PRIVATE kompute)
 
 add_test(NAME test_kompute COMMAND test_kompute)
 
-#####################################################
-#################### PYSHADERC #######################
-#####################################################
-
-set(SHADERC_SKIP_TESTS 1)
-
-if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
-    add_subdirectory(${PROJECT_SOURCE_DIR}/external/glslang
-        ${CMAKE_CURRENT_BINARY_DIR}/kompute_glslang)
-
-    target_include_directories(
-        test_kompute PRIVATE
-        ${PROJECT_SOURCE_DIR}/external/glslang)
-
-    target_link_libraries(test_kompute PRIVATE
-        # Not including hlsl support
-        # HLSL
-        # glslang includes OGLCompiler, OSDependent, MachineIndependent
-        glslang
-        SPIRV
-        glslang-default-resource-limits
-        MachineIndependent)
-else()
-    find_package(glslang CONFIG REQUIRED)
-
-    target_include_directories(
-        test_kompute PRIVATE
-        ${GLSLANG_GENERATED_INCLUDEDIR})
-
-    target_link_libraries(test_kompute PRIVATE
-        # Not including hlsl support
-        # glslang::HLSL
-        # Adding explicit dependencies to match above
-        glslang
-        SPIRV
-        glslang-default-resource-limits
-        MachineIndependent)
-endif()
-
 #####################################################
 #################### CODECOV  #######################
 #####################################################
diff --git a/test/TestAsyncOperations.cpp b/test/TestAsyncOperations.cpp
index 9e1cdfd..ab32544 100644
--- a/test/TestAsyncOperations.cpp
+++ b/test/TestAsyncOperations.cpp
@@ -5,8 +5,6 @@
 
 #include "kompute/Kompute.hpp"
 
-#include "TestUtils.cpp"
-
 TEST(TestAsyncOperations, TestManagerParallelExecution)
 {
     // This test is built for NVIDIA 1650. It assumes:
@@ -57,7 +55,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
 
     for (uint32_t i = 0; i < numParallel; i++) {
         mgr.evalOpDefault<kp::OpAlgoBase>(
-          { inputsSyncB[i] }, spirv_from_string(shader));
+          { inputsSyncB[i] }, kp::spirv_from_source(shader));
     }
 
     auto endSync = std::chrono::high_resolution_clock::now();
@@ -91,7 +89,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
         mgrAsync.evalOpAsync<kp::OpAlgoBase>(
           { inputsAsyncB[i] },
           "async" + std::to_string(i),
-          spirv_from_string(shader));
+          kp::spirv_from_source(shader));
     }
 
     for (uint32_t i = 0; i < numParallel; i++) {
@@ -154,10 +152,10 @@ TEST(TestAsyncOperations, TestManagerAsyncExecution)
     mgr.rebuild({ tensorA, tensorB });
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorA }, "asyncOne", spirv_from_string(shader));
+      { tensorA }, "asyncOne", kp::spirv_from_source(shader));
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorB }, "asyncTwo", spirv_from_string(shader));
+      { tensorB }, "asyncTwo", kp::spirv_from_source(shader));
 
     mgr.evalOpAwait("asyncOne");
     mgr.evalOpAwait("asyncTwo");
diff --git a/test/TestDestroy.cpp b/test/TestDestroy.cpp
index 98ded69..6e5ba33 100644
--- a/test/TestDestroy.cpp
+++ b/test/TestDestroy.cpp
@@ -3,8 +3,6 @@
 
 #include "kompute/Kompute.hpp"
 
-#include "TestUtils.cpp"
-
 TEST(TestDestroy, TestDestroyTensorSingle)
 {
     std::shared_ptr<kp::Tensor> tensorA{ new kp::Tensor({ 0, 0, 0 }) };
@@ -30,7 +28,7 @@ TEST(TestDestroy, TestDestroyTensorSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, spirv_from_string(shader));
+              { tensorA }, kp::spirv_from_source(shader));
             sq->end();
 
             sq->eval();
@@ -73,7 +71,7 @@ TEST(TestDestroy, TestDestroyTensorVector)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA, tensorB }, spirv_from_string(shader));
+              { tensorA, tensorB }, kp::spirv_from_source(shader));
             sq->end();
 
             sq->eval();
@@ -138,7 +136,7 @@ TEST(TestDestroy, TestDestroySequenceSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, spirv_from_string(shader));
+              { tensorA }, kp::spirv_from_source(shader));
             sq->end();
 
             sq->eval();
@@ -178,14 +176,14 @@ TEST(TestDestroy, TestDestroySequenceVector)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, spirv_from_string(shader));
+              { tensorA }, kp::spirv_from_source(shader));
             sq1->end();
             sq1->eval();
 
             sq2 = mgr.sequence("Two");
             sq2->begin();
             sq2->record<kp::OpAlgoBase>(
-              { tensorA }, spirv_from_string(shader));
+              { tensorA }, kp::spirv_from_source(shader));
             sq2->end();
             sq2->eval();
 
@@ -220,11 +218,11 @@ TEST(TestDestroy, TestDestroySequenceNameSingleInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              spirv_from_string(shader));
+              kp::spirv_from_source(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              spirv_from_string(shader));
+              kp::spirv_from_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -259,7 +257,7 @@ TEST(TestDestroy, TestDestroySequenceNameSingleOutsideManager)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, spirv_from_string(shader));
+              { tensorA }, kp::spirv_from_source(shader));
             sq1->end();
             sq1->eval();
 
@@ -293,11 +291,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              spirv_from_string(shader));
+              kp::spirv_from_source(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              spirv_from_string(shader));
+              kp::spirv_from_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -327,11 +325,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorOutsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              spirv_from_string(shader));
+              kp::spirv_from_source(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              spirv_from_string(shader));
+              kp::spirv_from_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -361,7 +359,7 @@ TEST(TestDestroy, TestDestroySequenceNameDefaultOutsideManager)
 
             mgr.evalOpDefault<kp::OpAlgoBase>(
               { tensorA },
-              spirv_from_string(shader));
+              kp::spirv_from_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
diff --git a/test/TestMultipleAlgoExecutions.cpp b/test/TestMultipleAlgoExecutions.cpp
index 81d4b2c..727e2d5 100644
--- a/test/TestMultipleAlgoExecutions.cpp
+++ b/test/TestMultipleAlgoExecutions.cpp
@@ -3,8 +3,6 @@
 
 #include "kompute/Kompute.hpp"
 
-#include "TestUtils.cpp"
-
 TEST(TestMultipleAlgoExecutions, SingleSequenceRecord)
 {
 
@@ -30,11 +28,11 @@ TEST(TestMultipleAlgoExecutions, SingleSequenceRecord)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, spirv_from_string(shader));
+          { tensorA }, kp::spirv_from_source(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, spirv_from_string(shader));
+          { tensorA }, kp::spirv_from_source(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, spirv_from_string(shader));
+          { tensorA }, kp::spirv_from_source(shader));
 
         sq->record<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -75,19 +73,19 @@ TEST(TestMultipleAlgoExecutions, MultipleCmdBufRecords)
     // Then perform the computations
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               spirv_from_string(shader));
+                               kp::spirv_from_source(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               spirv_from_string(shader));
+                               kp::spirv_from_source(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               spirv_from_string(shader));
+                               kp::spirv_from_source(shader));
     sq->end();
     sq->eval();
 
@@ -124,7 +122,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, spirv_from_string(shader));
+          { tensorA }, kp::spirv_from_source(shader));
 
         sq->end();
         sq->eval();
@@ -137,7 +135,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, spirv_from_string(shader));
+          { tensorA }, kp::spirv_from_source(shader));
 
         sq->end();
         sq->eval();
@@ -150,7 +148,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, spirv_from_string(shader));
+          { tensorA }, kp::spirv_from_source(shader));
 
         sq->end();
         sq->eval();
@@ -208,7 +206,7 @@ TEST(TestMultipleAlgoExecutions, SingleRecordMultipleEval)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, spirv_from_string(shader));
+          { tensorA }, kp::spirv_from_source(shader));
 
         sq->end();
 
@@ -267,7 +265,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrOpCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      spirv_from_string(shader));
+      kp::spirv_from_source(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -310,7 +308,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrMgrCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      spirv_from_string(shader));
+      kp::spirv_from_source(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -342,7 +340,7 @@ TEST(TestMultipleAlgoExecutions, SequenceAlgoDestroyOutsideManagerScope)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, spirv_from_string(shader));
+              { tensorA }, kp::spirv_from_source(shader));
             sq->end();
 
             sq->eval();
diff --git a/test/TestOpAlgoLoopsPassingData.cpp b/test/TestOpAlgoLoopsPassingData.cpp
index a410e4a..70412ee 100644
--- a/test/TestOpAlgoLoopsPassingData.cpp
+++ b/test/TestOpAlgoLoopsPassingData.cpp
@@ -3,8 +3,6 @@
 
 #include "kompute/Kompute.hpp"
 
-#include "TestUtils.cpp"
-
 TEST(TestProcessingIterations, IterateThroughMultipleSumAndCopies)
 {
     kp::Manager mgr;
@@ -55,7 +53,7 @@ TEST(TestProcessingIterations, IterateThroughMultipleSumAndCopies)
 
         sq->record<kp::OpAlgoBase>(
           { tensorA, tensorB },
-          spirv_from_string(shader));
+          kp::spirv_from_source(shader));
 
         sq->record<kp::OpTensorCopy>({ tensorB, tensorA });
         sq->end();
diff --git a/test/TestOpShadersFromStringAndFile.cpp b/test/TestOpShadersFromStringAndFile.cpp
index 73271fc..f64cc16 100644
--- a/test/TestOpShadersFromStringAndFile.cpp
+++ b/test/TestOpShadersFromStringAndFile.cpp
@@ -5,8 +5,6 @@
 
 #include "kompute_test/shaders/shadertest_op_custom_shader.hpp"
 
-#include "TestUtils.cpp"
-
 TEST(TestOpAlgoBase, ShaderRawDataFromConstructor)
 {
     kp::Manager mgr;
@@ -31,7 +29,7 @@ TEST(TestOpAlgoBase, ShaderRawDataFromConstructor)
     )");
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
-      { tensorA, tensorB }, spirv_from_string(shader));
+      { tensorA, tensorB }, kp::spirv_from_source(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
 
diff --git a/test/TestSpecializationConstant.cpp b/test/TestSpecializationConstant.cpp
index 74274a0..a0a1649 100644
--- a/test/TestSpecializationConstant.cpp
+++ b/test/TestSpecializationConstant.cpp
@@ -1,10 +1,7 @@
-
 #include "gtest/gtest.h"
 
 #include "kompute/Kompute.hpp"
 
-#include "TestUtils.cpp"
-
 TEST(TestSpecializationConstants, TestTwoConstants)
 {
     std::shared_ptr<kp::Tensor> tensorA{ new kp::Tensor({ 0, 0, 0 }) };
@@ -38,7 +35,7 @@ TEST(TestSpecializationConstants, TestTwoConstants)
             sq->begin();
             sq->record<kp::OpAlgoBase>(
               { tensorA, tensorB },
-              spirv_from_string(shader),
+              kp::spirv_from_source(shader),
               kp::Workgroup(), spec);
             sq->end();
 

From 2fb0641de0e38b12c5eec7b73a5a5781d6db1849 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 17:06:54 +0000
Subject: [PATCH 27/38] Updated to use shader statics

---
 single_include/AggregateHeaders.cpp           |  2 +-
 single_include/kompute/Kompute.hpp            | 94 +++----------------
 .../kompute/ShaderUtil.hpp => Shader.cpp}     | 26 +++--
 src/include/kompute/Shader.hpp                | 28 ++++++
 test/TestAsyncOperations.cpp                  |  8 +-
 test/TestDestroy.cpp                          | 26 ++---
 test/TestMultipleAlgoExecutions.cpp           | 26 ++---
 test/TestOpAlgoLoopsPassingData.cpp           |  2 +-
 test/TestOpShadersFromStringAndFile.cpp       |  2 +-
 test/TestSpecializationConstant.cpp           |  2 +-
 10 files changed, 85 insertions(+), 131 deletions(-)
 rename src/{include/kompute/ShaderUtil.hpp => Shader.cpp} (86%)
 create mode 100644 src/include/kompute/Shader.hpp

diff --git a/single_include/AggregateHeaders.cpp b/single_include/AggregateHeaders.cpp
index ee5f89b..725d04f 100644
--- a/single_include/AggregateHeaders.cpp
+++ b/single_include/AggregateHeaders.cpp
@@ -1,6 +1,6 @@
 #pragma once
 #include "kompute/Core.hpp"
-#include "kompute/ShaderUtil.hpp"
+#include "kompute/Shader.hpp"
 #include "kompute/shaders/shaderopmult.hpp"
 #include "kompute/shaders/shaderlogisticregression.hpp"
 #include "kompute/Manager.hpp"
diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 8471639..3ff857d 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -116,90 +116,20 @@ extern py::object kp_debug, kp_info, kp_warning, kp_error;
 
 namespace kp {
 
-static std::vector<char> spirv_from_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 = {}) {
+class Shader {
+public:
+    static std::vector<char> compile(
+            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 = {});
 
-    // Initialize glslang library.
-    glslang::InitializeProcess();
-
-    // Currently we don't support other shader types nor plan to
-    const EShLanguage language = EShLangCompute;
-    glslang::TShader shader(language);
-
-    std::vector<const char*> filesCStr(files.size()), sourcesCStr(sources.size());
-    for (size_t i = 0; i < sources.size(); i++) sourcesCStr[i] = sources[i].c_str();
-
-    if (files.size() > 1) {
-        assert(files.size() == sources.size());
-        for (size_t i = 0; i < files.size(); i++) filesCStr[i] = files[i].c_str();
-        shader.setStringsWithLengthsAndNames(sourcesCStr.data(), nullptr, filesCStr.data(), filesCStr.size());
-    }
-    else {
-        filesCStr = {""};
-        shader.setStringsWithLengthsAndNames(sourcesCStr.data(), nullptr, filesCStr.data(), sourcesCStr.size());
-    }
-
-    shader.setEntryPoint(entryPoint.c_str());
-    shader.setSourceEntryPoint(entryPoint.c_str());
-
-    std::string info_log = "";
-    const EShMessages messages = static_cast<EShMessages>(EShMsgDefault | EShMsgVulkanRules | EShMsgSpvRules);
-    if (!shader.parse(&glslang::DefaultTBuiltInResource, 100, false, messages))
-    {
-        info_log = std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog());
-        SPDLOG_ERROR(info_log);
-        throw std::runtime_error(info_log);
-    }
-
-    // Add shader to new program object.
-    glslang::TProgram program;
-    program.addShader(&shader);
-    // Link program.
-    if (!program.link(messages))
-    {
-        info_log = std::string(program.getInfoLog()) + "\n" + std::string(program.getInfoDebugLog());
-        SPDLOG_ERROR(info_log);
-        throw std::runtime_error(info_log);
-    }
-
-    // Save any info log that was generated.
-    if (shader.getInfoLog())
-    {
-        info_log += std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog()) + "\n";
-        SPDLOG_INFO(info_log);
-    }
-
-    glslang::TIntermediate *intermediate = program.getIntermediate(language);
-    // Translate to SPIRV.
-    if (!intermediate)
-    {
-        info_log += "Failed to get shared intermediate code.\n";
-        SPDLOG_ERROR(info_log);
-        throw std::runtime_error(info_log);
-    }
-
-    spv::SpvBuildLogger logger;
-    std::vector<std::uint32_t> spirv;
-    glslang::GlslangToSpv(*intermediate, spirv, &logger);
-
-    if (shader.getInfoLog())
-    {
-        info_log += logger.getAllMessages() + "\n";
-        SPDLOG_DEBUG(info_log);
-    }
-
-    // Shutdown glslang library.
-    glslang::FinalizeProcess();
-
-    return std::vector<char>((char*)spirv.data(), (char*)(spirv.data()+spirv.size()) );
-}
-
-static std::vector<char> spirv_from_source(const std::string& source) {
-    return spirv_from_sources({source});
-}
+    static std::vector<char> compile(
+            const std::string& source,
+            const std::string& entryPoint = "main",
+            std::vector<std::pair<std::string,std::string>> definitions = {});
 
+};
 }
 
 /*
diff --git a/src/include/kompute/ShaderUtil.hpp b/src/Shader.cpp
similarity index 86%
rename from src/include/kompute/ShaderUtil.hpp
rename to src/Shader.cpp
index a6b994a..2f9e924 100644
--- a/src/include/kompute/ShaderUtil.hpp
+++ b/src/Shader.cpp
@@ -1,20 +1,13 @@
-#pragma once
 
-#include <iostream>
-#include <vector>
-
-#include "Core.hpp"
-
-#include <glslang/Public/ShaderLang.h>
-#include <StandAlone/ResourceLimits.h>
-#include <SPIRV/GlslangToSpv.h>
+#include "kompute/Shader.hpp"
 
 namespace kp {
 
-static std::vector<char> spirv_from_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 = {}) {
+std::vector<char>
+Shader::compile(const std::vector<std::string>& sources,
+                                   const std::vector<std::string>& files,
+                                   const std::string& entryPoint,
+                                   std::vector<std::pair<std::string,std::string>> definitions) {
 
     // Initialize glslang library.
     glslang::InitializeProcess();
@@ -91,8 +84,11 @@ static std::vector<char> spirv_from_sources(const std::vector<std::string>& sour
     return std::vector<char>((char*)spirv.data(), (char*)(spirv.data()+spirv.size()) );
 }
 
-static std::vector<char> spirv_from_source(const std::string& source) {
-    return spirv_from_sources({source});
+std::vector<char>
+Shader::compile(const std::string& source,
+        const std::string& entryPoint,
+        std::vector<std::pair<std::string,std::string>> definitions) {
+    return compile({source});
 }
 
 }
diff --git a/src/include/kompute/Shader.hpp b/src/include/kompute/Shader.hpp
new file mode 100644
index 0000000..9a97a89
--- /dev/null
+++ b/src/include/kompute/Shader.hpp
@@ -0,0 +1,28 @@
+#pragma once
+
+#include <iostream>
+#include <vector>
+
+#include "Core.hpp"
+
+#include <glslang/Public/ShaderLang.h>
+#include <StandAlone/ResourceLimits.h>
+#include <SPIRV/GlslangToSpv.h>
+
+namespace kp {
+
+class Shader {
+public:
+    static std::vector<char> compile(
+            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 = {});
+
+    static std::vector<char> compile(
+            const std::string& source,
+            const std::string& entryPoint = "main",
+            std::vector<std::pair<std::string,std::string>> definitions = {});
+
+};
+}
diff --git a/test/TestAsyncOperations.cpp b/test/TestAsyncOperations.cpp
index ab32544..b74088e 100644
--- a/test/TestAsyncOperations.cpp
+++ b/test/TestAsyncOperations.cpp
@@ -55,7 +55,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
 
     for (uint32_t i = 0; i < numParallel; i++) {
         mgr.evalOpDefault<kp::OpAlgoBase>(
-          { inputsSyncB[i] }, kp::spirv_from_source(shader));
+          { inputsSyncB[i] }, kp::Shader::compile(shader));
     }
 
     auto endSync = std::chrono::high_resolution_clock::now();
@@ -89,7 +89,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
         mgrAsync.evalOpAsync<kp::OpAlgoBase>(
           { inputsAsyncB[i] },
           "async" + std::to_string(i),
-          kp::spirv_from_source(shader));
+          kp::Shader::compile(shader));
     }
 
     for (uint32_t i = 0; i < numParallel; i++) {
@@ -152,10 +152,10 @@ TEST(TestAsyncOperations, TestManagerAsyncExecution)
     mgr.rebuild({ tensorA, tensorB });
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorA }, "asyncOne", kp::spirv_from_source(shader));
+      { tensorA }, "asyncOne", kp::Shader::compile(shader));
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorB }, "asyncTwo", kp::spirv_from_source(shader));
+      { tensorB }, "asyncTwo", kp::Shader::compile(shader));
 
     mgr.evalOpAwait("asyncOne");
     mgr.evalOpAwait("asyncTwo");
diff --git a/test/TestDestroy.cpp b/test/TestDestroy.cpp
index 6e5ba33..d2e81d0 100644
--- a/test/TestDestroy.cpp
+++ b/test/TestDestroy.cpp
@@ -28,7 +28,7 @@ TEST(TestDestroy, TestDestroyTensorSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, kp::spirv_from_source(shader));
+              { tensorA }, kp::Shader::compile(shader));
             sq->end();
 
             sq->eval();
@@ -71,7 +71,7 @@ TEST(TestDestroy, TestDestroyTensorVector)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA, tensorB }, kp::spirv_from_source(shader));
+              { tensorA, tensorB }, kp::Shader::compile(shader));
             sq->end();
 
             sq->eval();
@@ -136,7 +136,7 @@ TEST(TestDestroy, TestDestroySequenceSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, kp::spirv_from_source(shader));
+              { tensorA }, kp::Shader::compile(shader));
             sq->end();
 
             sq->eval();
@@ -176,14 +176,14 @@ TEST(TestDestroy, TestDestroySequenceVector)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, kp::spirv_from_source(shader));
+              { tensorA }, kp::Shader::compile(shader));
             sq1->end();
             sq1->eval();
 
             sq2 = mgr.sequence("Two");
             sq2->begin();
             sq2->record<kp::OpAlgoBase>(
-              { tensorA }, kp::spirv_from_source(shader));
+              { tensorA }, kp::Shader::compile(shader));
             sq2->end();
             sq2->eval();
 
@@ -218,11 +218,11 @@ TEST(TestDestroy, TestDestroySequenceNameSingleInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              kp::spirv_from_source(shader));
+              kp::Shader::compile(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              kp::spirv_from_source(shader));
+              kp::Shader::compile(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -257,7 +257,7 @@ TEST(TestDestroy, TestDestroySequenceNameSingleOutsideManager)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, kp::spirv_from_source(shader));
+              { tensorA }, kp::Shader::compile(shader));
             sq1->end();
             sq1->eval();
 
@@ -291,11 +291,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              kp::spirv_from_source(shader));
+              kp::Shader::compile(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              kp::spirv_from_source(shader));
+              kp::Shader::compile(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -325,11 +325,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorOutsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              kp::spirv_from_source(shader));
+              kp::Shader::compile(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              kp::spirv_from_source(shader));
+              kp::Shader::compile(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -359,7 +359,7 @@ TEST(TestDestroy, TestDestroySequenceNameDefaultOutsideManager)
 
             mgr.evalOpDefault<kp::OpAlgoBase>(
               { tensorA },
-              kp::spirv_from_source(shader));
+              kp::Shader::compile(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
diff --git a/test/TestMultipleAlgoExecutions.cpp b/test/TestMultipleAlgoExecutions.cpp
index 727e2d5..901780c 100644
--- a/test/TestMultipleAlgoExecutions.cpp
+++ b/test/TestMultipleAlgoExecutions.cpp
@@ -28,11 +28,11 @@ TEST(TestMultipleAlgoExecutions, SingleSequenceRecord)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::spirv_from_source(shader));
+          { tensorA }, kp::Shader::compile(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::spirv_from_source(shader));
+          { tensorA }, kp::Shader::compile(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::spirv_from_source(shader));
+          { tensorA }, kp::Shader::compile(shader));
 
         sq->record<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -73,19 +73,19 @@ TEST(TestMultipleAlgoExecutions, MultipleCmdBufRecords)
     // Then perform the computations
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               kp::spirv_from_source(shader));
+                               kp::Shader::compile(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               kp::spirv_from_source(shader));
+                               kp::Shader::compile(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               kp::spirv_from_source(shader));
+                               kp::Shader::compile(shader));
     sq->end();
     sq->eval();
 
@@ -122,7 +122,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::spirv_from_source(shader));
+          { tensorA }, kp::Shader::compile(shader));
 
         sq->end();
         sq->eval();
@@ -135,7 +135,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::spirv_from_source(shader));
+          { tensorA }, kp::Shader::compile(shader));
 
         sq->end();
         sq->eval();
@@ -148,7 +148,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::spirv_from_source(shader));
+          { tensorA }, kp::Shader::compile(shader));
 
         sq->end();
         sq->eval();
@@ -206,7 +206,7 @@ TEST(TestMultipleAlgoExecutions, SingleRecordMultipleEval)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::spirv_from_source(shader));
+          { tensorA }, kp::Shader::compile(shader));
 
         sq->end();
 
@@ -265,7 +265,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrOpCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      kp::spirv_from_source(shader));
+      kp::Shader::compile(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -308,7 +308,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrMgrCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      kp::spirv_from_source(shader));
+      kp::Shader::compile(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -340,7 +340,7 @@ TEST(TestMultipleAlgoExecutions, SequenceAlgoDestroyOutsideManagerScope)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, kp::spirv_from_source(shader));
+              { tensorA }, kp::Shader::compile(shader));
             sq->end();
 
             sq->eval();
diff --git a/test/TestOpAlgoLoopsPassingData.cpp b/test/TestOpAlgoLoopsPassingData.cpp
index 70412ee..f2353b7 100644
--- a/test/TestOpAlgoLoopsPassingData.cpp
+++ b/test/TestOpAlgoLoopsPassingData.cpp
@@ -53,7 +53,7 @@ TEST(TestProcessingIterations, IterateThroughMultipleSumAndCopies)
 
         sq->record<kp::OpAlgoBase>(
           { tensorA, tensorB },
-          kp::spirv_from_source(shader));
+          kp::Shader::compile(shader));
 
         sq->record<kp::OpTensorCopy>({ tensorB, tensorA });
         sq->end();
diff --git a/test/TestOpShadersFromStringAndFile.cpp b/test/TestOpShadersFromStringAndFile.cpp
index f64cc16..4377e3b 100644
--- a/test/TestOpShadersFromStringAndFile.cpp
+++ b/test/TestOpShadersFromStringAndFile.cpp
@@ -29,7 +29,7 @@ TEST(TestOpAlgoBase, ShaderRawDataFromConstructor)
     )");
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
-      { tensorA, tensorB }, kp::spirv_from_source(shader));
+      { tensorA, tensorB }, kp::Shader::compile(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
 
diff --git a/test/TestSpecializationConstant.cpp b/test/TestSpecializationConstant.cpp
index a0a1649..6e2be26 100644
--- a/test/TestSpecializationConstant.cpp
+++ b/test/TestSpecializationConstant.cpp
@@ -35,7 +35,7 @@ TEST(TestSpecializationConstants, TestTwoConstants)
             sq->begin();
             sq->record<kp::OpAlgoBase>(
               { tensorA, tensorB },
-              kp::spirv_from_source(shader),
+              kp::Shader::compile(shader),
               kp::Workgroup(), spec);
             sq->end();
 

From 5bc3ac9c06b381315abb9786943e20491c6619f1 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 17:10:42 +0000
Subject: [PATCH 28/38] Disambiguated functions

---
 single_include/kompute/Kompute.hpp      |  4 ++--
 src/Shader.cpp                          |  6 +++---
 src/include/kompute/Shader.hpp          |  4 ++--
 test/TestAsyncOperations.cpp            |  8 ++++----
 test/TestDestroy.cpp                    | 26 ++++++++++++-------------
 test/TestMultipleAlgoExecutions.cpp     | 26 ++++++++++++-------------
 test/TestOpAlgoLoopsPassingData.cpp     |  2 +-
 test/TestOpShadersFromStringAndFile.cpp |  2 +-
 test/TestSpecializationConstant.cpp     |  2 +-
 9 files changed, 40 insertions(+), 40 deletions(-)

diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 3ff857d..1c2c5f3 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -118,13 +118,13 @@ namespace kp {
 
 class Shader {
 public:
-    static std::vector<char> compile(
+    static std::vector<char> 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 = {});
 
-    static std::vector<char> compile(
+    static std::vector<char> compile_source(
             const std::string& source,
             const std::string& entryPoint = "main",
             std::vector<std::pair<std::string,std::string>> definitions = {});
diff --git a/src/Shader.cpp b/src/Shader.cpp
index 2f9e924..467cc07 100644
--- a/src/Shader.cpp
+++ b/src/Shader.cpp
@@ -4,7 +4,7 @@
 namespace kp {
 
 std::vector<char>
-Shader::compile(const std::vector<std::string>& sources,
+Shader::compile_sources(const std::vector<std::string>& sources,
                                    const std::vector<std::string>& files,
                                    const std::string& entryPoint,
                                    std::vector<std::pair<std::string,std::string>> definitions) {
@@ -85,10 +85,10 @@ Shader::compile(const std::vector<std::string>& sources,
 }
 
 std::vector<char>
-Shader::compile(const std::string& source,
+Shader::compile_source(const std::string& source,
         const std::string& entryPoint,
         std::vector<std::pair<std::string,std::string>> definitions) {
-    return compile({source});
+    return compile_sources({source});
 }
 
 }
diff --git a/src/include/kompute/Shader.hpp b/src/include/kompute/Shader.hpp
index 9a97a89..97158cf 100644
--- a/src/include/kompute/Shader.hpp
+++ b/src/include/kompute/Shader.hpp
@@ -13,13 +13,13 @@ namespace kp {
 
 class Shader {
 public:
-    static std::vector<char> compile(
+    static std::vector<char> 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 = {});
 
-    static std::vector<char> compile(
+    static std::vector<char> compile_source(
             const std::string& source,
             const std::string& entryPoint = "main",
             std::vector<std::pair<std::string,std::string>> definitions = {});
diff --git a/test/TestAsyncOperations.cpp b/test/TestAsyncOperations.cpp
index b74088e..b0deee3 100644
--- a/test/TestAsyncOperations.cpp
+++ b/test/TestAsyncOperations.cpp
@@ -55,7 +55,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
 
     for (uint32_t i = 0; i < numParallel; i++) {
         mgr.evalOpDefault<kp::OpAlgoBase>(
-          { inputsSyncB[i] }, kp::Shader::compile(shader));
+          { inputsSyncB[i] }, kp::Shader::compile_source(shader));
     }
 
     auto endSync = std::chrono::high_resolution_clock::now();
@@ -89,7 +89,7 @@ TEST(TestAsyncOperations, TestManagerParallelExecution)
         mgrAsync.evalOpAsync<kp::OpAlgoBase>(
           { inputsAsyncB[i] },
           "async" + std::to_string(i),
-          kp::Shader::compile(shader));
+          kp::Shader::compile_source(shader));
     }
 
     for (uint32_t i = 0; i < numParallel; i++) {
@@ -152,10 +152,10 @@ TEST(TestAsyncOperations, TestManagerAsyncExecution)
     mgr.rebuild({ tensorA, tensorB });
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorA }, "asyncOne", kp::Shader::compile(shader));
+      { tensorA }, "asyncOne", kp::Shader::compile_source(shader));
 
     mgr.evalOpAsync<kp::OpAlgoBase>(
-      { tensorB }, "asyncTwo", kp::Shader::compile(shader));
+      { tensorB }, "asyncTwo", kp::Shader::compile_source(shader));
 
     mgr.evalOpAwait("asyncOne");
     mgr.evalOpAwait("asyncTwo");
diff --git a/test/TestDestroy.cpp b/test/TestDestroy.cpp
index d2e81d0..43f6ef0 100644
--- a/test/TestDestroy.cpp
+++ b/test/TestDestroy.cpp
@@ -28,7 +28,7 @@ TEST(TestDestroy, TestDestroyTensorSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, kp::Shader::compile(shader));
+              { tensorA }, kp::Shader::compile_source(shader));
             sq->end();
 
             sq->eval();
@@ -71,7 +71,7 @@ TEST(TestDestroy, TestDestroyTensorVector)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA, tensorB }, kp::Shader::compile(shader));
+              { tensorA, tensorB }, kp::Shader::compile_source(shader));
             sq->end();
 
             sq->eval();
@@ -136,7 +136,7 @@ TEST(TestDestroy, TestDestroySequenceSingle)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, kp::Shader::compile(shader));
+              { tensorA }, kp::Shader::compile_source(shader));
             sq->end();
 
             sq->eval();
@@ -176,14 +176,14 @@ TEST(TestDestroy, TestDestroySequenceVector)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, kp::Shader::compile(shader));
+              { tensorA }, kp::Shader::compile_source(shader));
             sq1->end();
             sq1->eval();
 
             sq2 = mgr.sequence("Two");
             sq2->begin();
             sq2->record<kp::OpAlgoBase>(
-              { tensorA }, kp::Shader::compile(shader));
+              { tensorA }, kp::Shader::compile_source(shader));
             sq2->end();
             sq2->eval();
 
@@ -218,11 +218,11 @@ TEST(TestDestroy, TestDestroySequenceNameSingleInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              kp::Shader::compile(shader));
+              kp::Shader::compile_source(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              kp::Shader::compile(shader));
+              kp::Shader::compile_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -257,7 +257,7 @@ TEST(TestDestroy, TestDestroySequenceNameSingleOutsideManager)
             sq1 = mgr.sequence("One");
             sq1->begin();
             sq1->record<kp::OpAlgoBase>(
-              { tensorA }, kp::Shader::compile(shader));
+              { tensorA }, kp::Shader::compile_source(shader));
             sq1->end();
             sq1->eval();
 
@@ -291,11 +291,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorInsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              kp::Shader::compile(shader));
+              kp::Shader::compile_source(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              kp::Shader::compile(shader));
+              kp::Shader::compile_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -325,11 +325,11 @@ TEST(TestDestroy, TestDestroySequenceNameVectorOutsideManager)
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "one",
-              kp::Shader::compile(shader));
+              kp::Shader::compile_source(shader));
 
             mgr.evalOp<kp::OpAlgoBase>(
               { tensorA }, "two",
-              kp::Shader::compile(shader));
+              kp::Shader::compile_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -359,7 +359,7 @@ TEST(TestDestroy, TestDestroySequenceNameDefaultOutsideManager)
 
             mgr.evalOpDefault<kp::OpAlgoBase>(
               { tensorA },
-              kp::Shader::compile(shader));
+              kp::Shader::compile_source(shader));
 
             mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA });
 
diff --git a/test/TestMultipleAlgoExecutions.cpp b/test/TestMultipleAlgoExecutions.cpp
index 901780c..d82091a 100644
--- a/test/TestMultipleAlgoExecutions.cpp
+++ b/test/TestMultipleAlgoExecutions.cpp
@@ -28,11 +28,11 @@ TEST(TestMultipleAlgoExecutions, SingleSequenceRecord)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::Shader::compile(shader));
+          { tensorA }, kp::Shader::compile_source(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::Shader::compile(shader));
+          { tensorA }, kp::Shader::compile_source(shader));
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::Shader::compile(shader));
+          { tensorA }, kp::Shader::compile_source(shader));
 
         sq->record<kp::OpTensorSyncLocal>({ tensorA });
 
@@ -73,19 +73,19 @@ TEST(TestMultipleAlgoExecutions, MultipleCmdBufRecords)
     // Then perform the computations
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               kp::Shader::compile(shader));
+                               kp::Shader::compile_source(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               kp::Shader::compile(shader));
+                               kp::Shader::compile_source(shader));
     sq->end();
     sq->eval();
 
     sq->begin();
     sq->record<kp::OpAlgoBase>({ tensorA },
-                               kp::Shader::compile(shader));
+                               kp::Shader::compile_source(shader));
     sq->end();
     sq->eval();
 
@@ -122,7 +122,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::Shader::compile(shader));
+          { tensorA }, kp::Shader::compile_source(shader));
 
         sq->end();
         sq->eval();
@@ -135,7 +135,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::Shader::compile(shader));
+          { tensorA }, kp::Shader::compile_source(shader));
 
         sq->end();
         sq->eval();
@@ -148,7 +148,7 @@ TEST(TestMultipleAlgoExecutions, MultipleSequences)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::Shader::compile(shader));
+          { tensorA }, kp::Shader::compile_source(shader));
 
         sq->end();
         sq->eval();
@@ -206,7 +206,7 @@ TEST(TestMultipleAlgoExecutions, SingleRecordMultipleEval)
         sq->begin();
 
         sq->record<kp::OpAlgoBase>(
-          { tensorA }, kp::Shader::compile(shader));
+          { tensorA }, kp::Shader::compile_source(shader));
 
         sq->end();
 
@@ -265,7 +265,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrOpCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      kp::Shader::compile(shader));
+      kp::Shader::compile_source(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -308,7 +308,7 @@ TEST(TestMultipleAlgoExecutions, ManagerEvalMultSourceStrMgrCreate)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorInA, tensorInB, tensorOut },
-      kp::Shader::compile(shader));
+      kp::Shader::compile_source(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorOut });
 
@@ -340,7 +340,7 @@ TEST(TestMultipleAlgoExecutions, SequenceAlgoDestroyOutsideManagerScope)
 
             sq->begin();
             sq->record<kp::OpAlgoBase>(
-              { tensorA }, kp::Shader::compile(shader));
+              { tensorA }, kp::Shader::compile_source(shader));
             sq->end();
 
             sq->eval();
diff --git a/test/TestOpAlgoLoopsPassingData.cpp b/test/TestOpAlgoLoopsPassingData.cpp
index f2353b7..77a5fd8 100644
--- a/test/TestOpAlgoLoopsPassingData.cpp
+++ b/test/TestOpAlgoLoopsPassingData.cpp
@@ -53,7 +53,7 @@ TEST(TestProcessingIterations, IterateThroughMultipleSumAndCopies)
 
         sq->record<kp::OpAlgoBase>(
           { tensorA, tensorB },
-          kp::Shader::compile(shader));
+          kp::Shader::compile_source(shader));
 
         sq->record<kp::OpTensorCopy>({ tensorB, tensorA });
         sq->end();
diff --git a/test/TestOpShadersFromStringAndFile.cpp b/test/TestOpShadersFromStringAndFile.cpp
index 4377e3b..b33b2f9 100644
--- a/test/TestOpShadersFromStringAndFile.cpp
+++ b/test/TestOpShadersFromStringAndFile.cpp
@@ -29,7 +29,7 @@ TEST(TestOpAlgoBase, ShaderRawDataFromConstructor)
     )");
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
-      { tensorA, tensorB }, kp::Shader::compile(shader));
+      { tensorA, tensorB }, kp::Shader::compile_source(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
 
diff --git a/test/TestSpecializationConstant.cpp b/test/TestSpecializationConstant.cpp
index 6e2be26..5a3066d 100644
--- a/test/TestSpecializationConstant.cpp
+++ b/test/TestSpecializationConstant.cpp
@@ -35,7 +35,7 @@ TEST(TestSpecializationConstants, TestTwoConstants)
             sq->begin();
             sq->record<kp::OpAlgoBase>(
               { tensorA, tensorB },
-              kp::Shader::compile(shader),
+              kp::Shader::compile_source(shader),
               kp::Workgroup(), spec);
             sq->end();
 

From 56d9a3a9338dfe270167f2954a9c37c5aaea6b0d Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 18:09:02 +0000
Subject: [PATCH 29/38] Updated to use all uint32_t to avoid ambiguity on
 passing strings

---
 .github/workflows/cpp_tests.yml               |  1 +
 README.md                                     |  2 +-
 .../app/src/main/cpp/KomputeModelML.cpp       |  4 +--
 examples/array_multiplication/src/Main.cpp    |  4 +--
 examples/logistic_regression/src/Main.cpp     |  2 +-
 single_include/kompute/Kompute.hpp            | 26 +++++++++----------
 src/Algorithm.cpp                             |  8 +++---
 src/OpAlgoBase.cpp                            |  8 +++---
 src/OpAlgoLhsRhsOut.cpp                       |  2 +-
 src/Shader.cpp                                |  6 ++---
 src/include/kompute/Algorithm.hpp             |  4 +--
 src/include/kompute/Shader.hpp                |  4 +--
 src/include/kompute/operations/OpAlgoBase.hpp |  6 ++---
 src/include/kompute/operations/OpMult.hpp     | 12 ++++-----
 test/TestAsyncOperations.cpp                  |  2 ++
 test/TestLogisticRegression.cpp               | 26 +++++++------------
 test/TestOpShadersFromStringAndFile.cpp       |  8 +++---
 test/TestWorkgroup.cpp                        |  8 +++---
 18 files changed, 65 insertions(+), 68 deletions(-)

diff --git a/.github/workflows/cpp_tests.yml b/.github/workflows/cpp_tests.yml
index 146c414..e8b4299 100644
--- a/.github/workflows/cpp_tests.yml
+++ b/.github/workflows/cpp_tests.yml
@@ -19,6 +19,7 @@ jobs:
     - name: configure-cpp
       run: |
         cmake -Bbuild/ \
+                  -DCMAKE_BUILD_TYPE=Debug                   \
                   -DKOMPUTE_OPT_INSTALL=0                    \
                   -DKOMPUTE_OPT_REPO_SUBMODULE_BUILD=1       \
                   -DKOMPUTE_OPT_BUILD_TESTS=1                \
diff --git a/README.md b/README.md
index 3b96a4c..e4a302a 100644
--- a/README.md
+++ b/README.md
@@ -78,7 +78,7 @@ int main() {
     // 3. Run operation with string shader synchronously
     mgr.evalOpDefault<kp::OpAlgoBase>(
         { tensorInA, tensorInB, tensorOut },
-        std::vector<char>(shaderString.begin(), shaderString.end()));
+        std::vector<uint32_t>(shaderString.begin(), shaderString.end()));
 
     // 4. Map results back from GPU memory to print the results
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorInA, tensorInB, tensorOut });
diff --git a/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp b/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp
index 0337fa6..679136b 100755
--- a/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp
+++ b/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp
@@ -54,11 +54,11 @@ void KomputeModelML::train(std::vector<float> yData, std::vector<float> xIData,
 #ifdef KOMPUTE_ANDROID_SHADER_FROM_STRING
             // Newer versions of Android are able to use shaderc to read raw string
             sq->record<kp::OpAlgoBase>(
-                    params, std::vector<char>(LR_SHADER.begin(), LR_SHADER.end()));
+                    params, std::vector<uint32_t>(LR_SHADER.begin(), LR_SHADER.end()));
 #else
             // Older versions of Android require the SPIRV binary directly
             sq->record<kp::OpAlgoBase>(
-                    params, std::vector<char>(
+                    params, std::vector<uint32_t>(
                             kp::shader_data::shaders_glsl_logisticregression_comp_spv,
                             kp::shader_data::shaders_glsl_logisticregression_comp_spv
                                 + kp::shader_data::shaders_glsl_logisticregression_comp_spv_len
diff --git a/examples/array_multiplication/src/Main.cpp b/examples/array_multiplication/src/Main.cpp
index 161bb8b..d773886 100755
--- a/examples/array_multiplication/src/Main.cpp
+++ b/examples/array_multiplication/src/Main.cpp
@@ -40,11 +40,11 @@ int main()
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
             { tensorInA, tensorInB, tensorOut },
-            std::vector<char>(shader.begin(), shader.end()));
+            std::vector<uint32_t>(shader.begin(), shader.end()));
 #else
     mgr.evalOpDefault<kp::OpAlgoBase>(
             { tensorInA, tensorInB, tensorOut },
-            std::vector<char>(
+            std::vector<uint32_t>(
             kp::shader_data::shaders_glsl_opmult_comp_spv,
             kp::shader_data::shaders_glsl_opmult_comp_spv
                 + kp::shader_data::shaders_glsl_opmult_comp_spv_len));
diff --git a/examples/logistic_regression/src/Main.cpp b/examples/logistic_regression/src/Main.cpp
index 14664a5..4138a0a 100755
--- a/examples/logistic_regression/src/Main.cpp
+++ b/examples/logistic_regression/src/Main.cpp
@@ -49,7 +49,7 @@ int main()
       params, "shaders/glsl/logistic_regression.comp");
 #else
     sq->record<kp::OpAlgoBase>(
-        params, std::vector<char>(
+        params, std::vector<uint32_t>(
                 kp::shader_data::shaders_glsl_logisticregression_comp_spv,
                 kp::shader_data::shaders_glsl_logisticregression_comp_spv
                     + kp::shader_data::shaders_glsl_logisticregression_comp_spv_len));
diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 1c2c5f3..0d6a4f4 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -118,13 +118,13 @@ namespace kp {
 
 class Shader {
 public:
-    static std::vector<char> compile_sources(
+    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 = {});
 
-    static std::vector<char> compile_source(
+    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 = {});
@@ -1683,7 +1683,7 @@ public:
      * @specalizationInstalces The specialization parameters to pass to the function
      * processing
      */
-    void init(const std::vector<char>& shaderFileData,
+    void init(const std::vector<uint32_t>& shaderFileData,
               std::vector<std::shared_ptr<Tensor>> tensorParams);
 
     /**
@@ -1727,7 +1727,7 @@ private:
     Constants mSpecializationConstants;
 
     // Create util functions
-    void createShaderModule(const std::vector<char>& shaderFileData);
+    void createShaderModule(const std::vector<uint32_t>& shaderFileData);
     void createPipeline();
 
     // Parameters
@@ -1808,7 +1808,7 @@ class OpAlgoBase : public OpBase
            std::shared_ptr<vk::Device> device,
            std::shared_ptr<vk::CommandBuffer> commandBuffer,
            std::vector<std::shared_ptr<Tensor>>& tensors,
-           const std::vector<char>& shaderDataRaw,
+           const std::vector<uint32_t>& shaderDataRaw,
            const Workgroup& komputeWorkgroup = {},
            const Constants& specializationConstants = {});
 
@@ -1860,9 +1860,9 @@ class OpAlgoBase : public OpBase
     Workgroup mKomputeWorkgroup;
 
     std::string mShaderFilePath; ///< Optional member variable which can be provided for the OpAlgoBase to find the data automatically and load for processing
-    std::vector<char> mShaderDataRaw; ///< Optional member variable which can be provided to contain either the raw shader content or the spirv binary content
+    std::vector<uint32_t> mShaderDataRaw; ///< Optional member variable which can be provided to contain either the raw shader content or the spirv binary content
 
-    virtual std::vector<char> fetchSpirvBinaryData();
+    virtual std::vector<uint32_t> fetchSpirvBinaryData();
 };
 
 } // End namespace kp
@@ -1985,7 +1985,7 @@ class OpMult : public OpAlgoBase
         SPDLOG_DEBUG("Kompute OpMult constructor with params");
 
 #ifndef RELEASE
-        this->mShaderFilePath = "shaders/glsl/opmult.comp";
+        this->mShaderFilePath = "shaders/glsl/opmult.comp.spv";
 #endif
     }
 
@@ -1994,15 +1994,15 @@ class OpMult : public OpAlgoBase
      * If RELEASE=1 it will be using the static version of the shader which is 
      * loaded using this file directly. Otherwise it should not override the function.
      */
-    std::vector<char> fetchSpirvBinaryData() override
+    std::vector<uint32_t> fetchSpirvBinaryData() override
     {
         SPDLOG_WARN(
           "Kompute OpMult Running shaders directly from header");
 
-        return std::vector<char>(
-          shader_data::shaders_glsl_opmult_comp_spv,
-          shader_data::shaders_glsl_opmult_comp_spv +
-            kp::shader_data::shaders_glsl_opmult_comp_spv_len);
+        return std::vector<uint32_t>(
+          (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));
 
     }
 #endif
diff --git a/src/Algorithm.cpp b/src/Algorithm.cpp
index 227a9b6..48968b2 100644
--- a/src/Algorithm.cpp
+++ b/src/Algorithm.cpp
@@ -108,7 +108,7 @@ Algorithm::~Algorithm()
 }
 
 void
-Algorithm::init(const std::vector<char>& shaderFileData,
+Algorithm::init(const std::vector<uint32_t>& shaderFileData,
                 std::vector<std::shared_ptr<Tensor>> tensorParams)
 {
     SPDLOG_DEBUG("Kompute Algorithm init started");
@@ -206,14 +206,14 @@ Algorithm::createParameters(std::vector<std::shared_ptr<Tensor>>& tensorParams)
 }
 
 void
-Algorithm::createShaderModule(const std::vector<char>& shaderFileData)
+Algorithm::createShaderModule(const std::vector<uint32_t>& shaderFileData)
 {
     SPDLOG_DEBUG("Kompute Algorithm createShaderModule started");
 
     vk::ShaderModuleCreateInfo shaderModuleInfo(
       vk::ShaderModuleCreateFlags(),
-      shaderFileData.size(),
-      (uint32_t*)shaderFileData.data());
+      sizeof(uint32_t) * shaderFileData.size(),
+      shaderFileData.data());
 
     SPDLOG_DEBUG("Kompute Algorithm Creating shader module. ShaderFileSize: {}",
                  shaderFileData.size());
diff --git a/src/OpAlgoBase.cpp b/src/OpAlgoBase.cpp
index 04c4cde..ee22c6f 100644
--- a/src/OpAlgoBase.cpp
+++ b/src/OpAlgoBase.cpp
@@ -61,7 +61,7 @@ OpAlgoBase::OpAlgoBase(std::shared_ptr<vk::PhysicalDevice> physicalDevice,
                        std::shared_ptr<vk::Device> device,
                        std::shared_ptr<vk::CommandBuffer> commandBuffer,
                        std::vector<std::shared_ptr<Tensor>>& tensors,
-                       const std::vector<char>& shaderDataRaw,
+                       const std::vector<uint32_t>& shaderDataRaw,
                        const Workgroup& komputeWorkgroup,
                        const Constants& specializationConstants)
   : OpAlgoBase(physicalDevice, device, commandBuffer, tensors, komputeWorkgroup, specializationConstants)
@@ -98,7 +98,7 @@ OpAlgoBase::init()
 
     SPDLOG_DEBUG("Kompute OpAlgoBase fetching spirv data");
 
-    std::vector<char> shaderFileData = this->fetchSpirvBinaryData();
+    std::vector<uint32_t> shaderFileData = this->fetchSpirvBinaryData();
 
     SPDLOG_DEBUG("Kompute OpAlgoBase Initialising algorithm component");
 
@@ -137,7 +137,7 @@ OpAlgoBase::postEval()
     SPDLOG_DEBUG("Kompute OpAlgoBase postSubmit called");
 }
 
-std::vector<char>
+std::vector<uint32_t>
 OpAlgoBase::fetchSpirvBinaryData()
 {
     SPDLOG_DEBUG("Kompute OpAlgoBase Running fetchSpirvBinaryData");
@@ -162,7 +162,7 @@ OpAlgoBase::fetchSpirvBinaryData()
 
         SPDLOG_WARN("Kompute OpAlgoBase fetched {} bytes", shaderFileSize);
 
-        return std::vector<char>(shaderDataRaw, shaderDataRaw + shaderFileSize);
+        return std::vector<uint32_t>((uint32_t*)shaderDataRaw, (uint32_t*)(shaderDataRaw + shaderFileSize));
     } else if (this->mShaderDataRaw.size()) {
         SPDLOG_DEBUG("Kompute OpAlgoBase Reading data from data provided");
         return this->mShaderDataRaw;
diff --git a/src/OpAlgoLhsRhsOut.cpp b/src/OpAlgoLhsRhsOut.cpp
index 51a1d0f..a12583f 100644
--- a/src/OpAlgoLhsRhsOut.cpp
+++ b/src/OpAlgoLhsRhsOut.cpp
@@ -67,7 +67,7 @@ OpAlgoLhsRhsOut::init()
 
     SPDLOG_DEBUG("Kompute OpAlgoLhsRhsOut fetching spirv data");
 
-    std::vector<char> shaderFileData = this->fetchSpirvBinaryData();
+    std::vector<uint32_t> shaderFileData = this->fetchSpirvBinaryData();
 
     SPDLOG_DEBUG("Kompute OpAlgoLhsRhsOut Initialising algorithm component");
 
diff --git a/src/Shader.cpp b/src/Shader.cpp
index 467cc07..4c2268d 100644
--- a/src/Shader.cpp
+++ b/src/Shader.cpp
@@ -3,7 +3,7 @@
 
 namespace kp {
 
-std::vector<char>
+std::vector<uint32_t>
 Shader::compile_sources(const std::vector<std::string>& sources,
                                    const std::vector<std::string>& files,
                                    const std::string& entryPoint,
@@ -81,10 +81,10 @@ Shader::compile_sources(const std::vector<std::string>& sources,
     // Shutdown glslang library.
     glslang::FinalizeProcess();
 
-    return std::vector<char>((char*)spirv.data(), (char*)(spirv.data()+spirv.size()) );
+    return spirv;
 }
 
-std::vector<char>
+std::vector<uint32_t>
 Shader::compile_source(const std::string& source,
         const std::string& entryPoint,
         std::vector<std::pair<std::string,std::string>> definitions) {
diff --git a/src/include/kompute/Algorithm.hpp b/src/include/kompute/Algorithm.hpp
index 361ebe4..a859b79 100644
--- a/src/include/kompute/Algorithm.hpp
+++ b/src/include/kompute/Algorithm.hpp
@@ -39,7 +39,7 @@ public:
      * @specalizationInstalces The specialization parameters to pass to the function
      * processing
      */
-    void init(const std::vector<char>& shaderFileData,
+    void init(const std::vector<uint32_t>& shaderFileData,
               std::vector<std::shared_ptr<Tensor>> tensorParams);
 
     /**
@@ -83,7 +83,7 @@ private:
     Constants mSpecializationConstants;
 
     // Create util functions
-    void createShaderModule(const std::vector<char>& shaderFileData);
+    void createShaderModule(const std::vector<uint32_t>& shaderFileData);
     void createPipeline();
 
     // Parameters
diff --git a/src/include/kompute/Shader.hpp b/src/include/kompute/Shader.hpp
index 97158cf..89ecc2a 100644
--- a/src/include/kompute/Shader.hpp
+++ b/src/include/kompute/Shader.hpp
@@ -13,13 +13,13 @@ namespace kp {
 
 class Shader {
 public:
-    static std::vector<char> compile_sources(
+    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 = {});
 
-    static std::vector<char> compile_source(
+    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 = {});
diff --git a/src/include/kompute/operations/OpAlgoBase.hpp b/src/include/kompute/operations/OpAlgoBase.hpp
index 95c5853..49d0569 100644
--- a/src/include/kompute/operations/OpAlgoBase.hpp
+++ b/src/include/kompute/operations/OpAlgoBase.hpp
@@ -82,7 +82,7 @@ class OpAlgoBase : public OpBase
            std::shared_ptr<vk::Device> device,
            std::shared_ptr<vk::CommandBuffer> commandBuffer,
            std::vector<std::shared_ptr<Tensor>>& tensors,
-           const std::vector<char>& shaderDataRaw,
+           const std::vector<uint32_t>& shaderDataRaw,
            const Workgroup& komputeWorkgroup = {},
            const Constants& specializationConstants = {});
 
@@ -135,9 +135,9 @@ class OpAlgoBase : public OpBase
     Workgroup mKomputeWorkgroup;
 
     std::string mShaderFilePath; ///< Optional member variable which can be provided for the OpAlgoBase to find the data automatically and load for processing
-    std::vector<char> mShaderDataRaw; ///< Optional member variable which can be provided to contain either the raw shader content or the spirv binary content
+    std::vector<uint32_t> mShaderDataRaw; ///< Optional member variable which can be provided to contain either the raw shader content or the spirv binary content
 
-    virtual std::vector<char> fetchSpirvBinaryData();
+    virtual std::vector<uint32_t> fetchSpirvBinaryData();
 };
 
 } // End namespace kp
diff --git a/src/include/kompute/operations/OpMult.hpp b/src/include/kompute/operations/OpMult.hpp
index 8d3263f..a887f4a 100644
--- a/src/include/kompute/operations/OpMult.hpp
+++ b/src/include/kompute/operations/OpMult.hpp
@@ -50,7 +50,7 @@ class OpMult : public OpAlgoBase
         SPDLOG_DEBUG("Kompute OpMult constructor with params");
 
 #ifndef RELEASE
-        this->mShaderFilePath = "shaders/glsl/opmult.comp";
+        this->mShaderFilePath = "shaders/glsl/opmult.comp.spv";
 #endif
     }
 
@@ -59,15 +59,15 @@ class OpMult : public OpAlgoBase
      * If RELEASE=1 it will be using the static version of the shader which is 
      * loaded using this file directly. Otherwise it should not override the function.
      */
-    std::vector<char> fetchSpirvBinaryData() override
+    std::vector<uint32_t> fetchSpirvBinaryData() override
     {
         SPDLOG_WARN(
           "Kompute OpMult Running shaders directly from header");
 
-        return std::vector<char>(
-          shader_data::shaders_glsl_opmult_comp_spv,
-          shader_data::shaders_glsl_opmult_comp_spv +
-            kp::shader_data::shaders_glsl_opmult_comp_spv_len);
+        return std::vector<uint32_t>(
+          (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));
 
     }
 #endif
diff --git a/test/TestAsyncOperations.cpp b/test/TestAsyncOperations.cpp
index b0deee3..d5d48b9 100644
--- a/test/TestAsyncOperations.cpp
+++ b/test/TestAsyncOperations.cpp
@@ -151,6 +151,8 @@ TEST(TestAsyncOperations, TestManagerAsyncExecution)
 
     mgr.rebuild({ tensorA, tensorB });
 
+    std::vector<uint32_t> result = kp::Shader::compile_source(shader);
+
     mgr.evalOpAsync<kp::OpAlgoBase>(
       { tensorA }, "asyncOne", kp::Shader::compile_source(shader));
 
diff --git a/test/TestLogisticRegression.cpp b/test/TestLogisticRegression.cpp
index ed31068..39e4ff8 100644
--- a/test/TestLogisticRegression.cpp
+++ b/test/TestLogisticRegression.cpp
@@ -43,10 +43,10 @@ TEST(TestLogisticRegression, TestMainLogisticRegression)
 
         sq->record<kp::OpAlgoBase>(
           params,
-          std::vector<char>(
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv,
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv +
-              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len),
+          std::vector<uint32_t>(
+            (uint32_t*)kp::shader_data::shaders_glsl_logisticregression_comp_spv,
+            (uint32_t*)(kp::shader_data::shaders_glsl_logisticregression_comp_spv +
+              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len)),
           kp::Workgroup(), kp::Constants({5.0}));
 
         sq->record<kp::OpTensorSyncLocal>({ wOutI, wOutJ, bOut, lOut });
@@ -81,7 +81,7 @@ TEST(TestLogisticRegression, TestMainLogisticRegression)
                 bIn->data()[0]);
 }
 
-TEST(TestLogisticRegressionAlgorithm, TestMainLogisticRegressionManualCopy)
+TEST(TestLogisticRegression, TestMainLogisticRegressionManualCopy)
 {
 
     uint32_t ITERATIONS = 100;
@@ -120,19 +120,13 @@ TEST(TestLogisticRegressionAlgorithm, TestMainLogisticRegressionManualCopy)
         // Record op algo base
         sq->begin();
 
-#ifdef KOMPUTE_SHADER_FROM_STRING
-        sq->record<kp::OpAlgoBase>(
-          params, "test/shaders/glsl/test_logistic_regression.comp.spv",
-           kp::Workgroup(), kp::Algorithm::SpecializationContainer{{(uint32_t)5}});
-#else
         sq->record<kp::OpAlgoBase>(
           params,
-          std::vector<char>(
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv,
-            kp::shader_data::shaders_glsl_logisticregression_comp_spv +
-              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len),
-           kp::Workgroup(), kp::Constants({5.0}));
-#endif
+          std::vector<uint32_t>(
+            (uint32_t*)kp::shader_data::shaders_glsl_logisticregression_comp_spv,
+            (uint32_t*)(kp::shader_data::shaders_glsl_logisticregression_comp_spv +
+              kp::shader_data::shaders_glsl_logisticregression_comp_spv_len)),
+          kp::Workgroup(), kp::Constants({5.0}));
 
         sq->record<kp::OpTensorSyncLocal>({ wOutI, wOutJ, bOut, lOut });
 
diff --git a/test/TestOpShadersFromStringAndFile.cpp b/test/TestOpShadersFromStringAndFile.cpp
index b33b2f9..1fd1219 100644
--- a/test/TestOpShadersFromStringAndFile.cpp
+++ b/test/TestOpShadersFromStringAndFile.cpp
@@ -47,11 +47,11 @@ TEST(TestOpAlgoBase, ShaderCompiledDataFromConstructor)
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
       { tensorA, tensorB },
-      std::vector<char>(
-        kp::shader_data::test_shaders_glsl_test_op_custom_shader_comp_spv,
-        kp::shader_data::test_shaders_glsl_test_op_custom_shader_comp_spv +
+      std::vector<uint32_t>(
+        (uint32_t*)kp::shader_data::test_shaders_glsl_test_op_custom_shader_comp_spv,
+        (uint32_t*)(kp::shader_data::test_shaders_glsl_test_op_custom_shader_comp_spv +
           kp::shader_data::
-            test_shaders_glsl_test_op_custom_shader_comp_spv_len));
+            test_shaders_glsl_test_op_custom_shader_comp_spv_len)));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({ tensorA, tensorB });
 
diff --git a/test/TestWorkgroup.cpp b/test/TestWorkgroup.cpp
index d6684c4..1116fcb 100644
--- a/test/TestWorkgroup.cpp
+++ b/test/TestWorkgroup.cpp
@@ -25,10 +25,10 @@ TEST(TestWorkgroup, TestSimpleWorkgroup)
             sq->begin();
             sq->record<kp::OpAlgoBase>(
               { tensorA, tensorB },
-              std::vector<char>(
-                kp::shader_data::test_shaders_glsl_test_workgroup_comp_spv,
-                kp::shader_data::test_shaders_glsl_test_workgroup_comp_spv +
-                  kp::shader_data::test_shaders_glsl_test_workgroup_comp_spv_len),
+              std::vector<uint32_t>(
+                (uint32_t*)kp::shader_data::test_shaders_glsl_test_workgroup_comp_spv,
+                (uint32_t*)(kp::shader_data::test_shaders_glsl_test_workgroup_comp_spv +
+                  kp::shader_data::test_shaders_glsl_test_workgroup_comp_spv_len)),
                 workgroup);
             sq->end();
 

From 4d9665d943814475cd09ede27abd78314f7e716f Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 18:11:19 +0000
Subject: [PATCH 30/38] Fixes Descriptor pool is not being freed #155

---
 src/Algorithm.cpp | 1 +
 1 file changed, 1 insertion(+)

diff --git a/src/Algorithm.cpp b/src/Algorithm.cpp
index 48968b2..528e860 100644
--- a/src/Algorithm.cpp
+++ b/src/Algorithm.cpp
@@ -149,6 +149,7 @@ Algorithm::createParameters(std::vector<std::shared_ptr<Tensor>>& tensorParams)
     this->mDescriptorPool = std::make_shared<vk::DescriptorPool>();
     this->mDevice->createDescriptorPool(
       &descriptorPoolInfo, nullptr, this->mDescriptorPool.get());
+    this->mFreeDescriptorPool = true;
 
     std::vector<vk::DescriptorSetLayoutBinding> descriptorSetBindings;
     for (size_t i = 0; i < tensorParams.size(); i++) {

From 8035bbb52780e305965be9ddc2986f1e3d0013f1 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 18:40:19 +0000
Subject: [PATCH 31/38] glslang no longer optional

---
 .github/workflows/cpp_tests.yml |  4 +--
 CMakeLists.txt                  | 13 +++-----
 Makefile                        |  3 --
 src/CMakeLists.txt              | 53 ++++++++++++++++-----------------
 4 files changed, 30 insertions(+), 43 deletions(-)

diff --git a/.github/workflows/cpp_tests.yml b/.github/workflows/cpp_tests.yml
index e8b4299..ecb0d41 100644
--- a/.github/workflows/cpp_tests.yml
+++ b/.github/workflows/cpp_tests.yml
@@ -23,9 +23,7 @@ jobs:
                   -DKOMPUTE_OPT_INSTALL=0                    \
                   -DKOMPUTE_OPT_REPO_SUBMODULE_BUILD=1       \
                   -DKOMPUTE_OPT_BUILD_TESTS=1                \
-                  -DKOMPUTE_OPT_ENABLE_SPDLOG=1              \
-                  -DSHADERC_SKIP_TESTS=1                     \
-                  -DSPDLOG_INSTALL=1
+                  -DKOMPUTE_OPT_ENABLE_SPDLOG=1
     - name: build-cpp
       run: |
         make mk_build_tests
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 76aa130..d4b04c5 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -16,7 +16,6 @@ option(KOMPUTE_OPT_INSTALL "Enable if you want to enable installation" 0)
 # Build options
 option(KOMPUTE_OPT_BUILD_PYTHON "Enable if you want to build python bindings" 0)
 option(KOMPUTE_OPT_ENABLE_SPDLOG "Extra compile flags for Kompute, see docs for full list" 0)
-option(KOMPUTE_OPT_DISABLE_GLSLANG "Skip compilation of glslang utilities" 0)
 option(KOMPUTE_OPT_REPO_SUBMODULE_BUILD, "Use the submodule repos instead of external package manager" 0)
 option(KOMPUTE_OPT_ANDOID_BUILD "Enable android compilation flags required" 0)
 option(KOMPUTE_OPT_DISABLE_VK_DEBUG_LAYERS "Explicitly disable debug layers even on debug" 0)
@@ -43,14 +42,10 @@ if(KOMPUTE_OPT_DISABLE_VK_DEBUG_LAYERS)
     set(KOMPUTE_EXTRA_CXX_FLAGS "${KOMPUTE_EXTRA_CXX_FLAGS} -DKOMPUTE_DISABLE_VK_DEBUG_LAYERS=1")
 endif()
 
-if(KOMPUTE_OPT_DISABLE_GLSLANG)
-    set(KOMPUTE_EXTRA_CXX_FLAGS "${KOMPUTE_EXTRA_CXX_FLAGS} -DKOMPUTE_DISABLE_GLSLANG=1")
-else()
-    if(KOMPUTE_OPT_INSTALL)
-        # Enable install parameters for glslang (overrides parameters passed)
-        set(ENABLE_GLSLANG_INSTALL ON CACHE BOOL "Enables install of glslang" FORCE)
-        set(BUILD_SHARED_LIBS ON CACHE BOOL "Enables build of shared libraries" FORCE)
-    endif()
+if(KOMPUTE_OPT_INSTALL)
+    # Enable install parameters for glslang (overrides parameters passed)
+    set(ENABLE_GLSLANG_INSTALL ON CACHE BOOL "Enables install of glslang" FORCE)
+    set(BUILD_SHARED_LIBS ON CACHE BOOL "Enables build of shared libraries" FORCE)
 endif()
 
 set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -DDEBUG=1 ${KOMPUTE_EXTRA_CXX_FLAGS} -DUSE_DEBUG_EXTENTIONS")
diff --git a/Makefile b/Makefile
index 37abad7..8f39a25 100644
--- a/Makefile
+++ b/Makefile
@@ -68,7 +68,6 @@ mk_cmake:
 		-DKOMPUTE_OPT_BUILD_SHADERS=1 \
 		-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1 \
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
-		-DSPDLOG_INSTALL=1 \
 		-DKOMPUTE_OPT_CODE_COVERAGE=1 \
 		-G "Unix Makefiles"
 
@@ -122,8 +121,6 @@ vs_cmake:
 		-DKOMPUTE_OPT_BUILD_SHADERS=1 \
 		-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1 \
 		-DKOMPUTE_OPT_ENABLE_SPDLOG=1 \
-		-DSPDLOG_INSTALL=1 \
-		-DSHADERC_SKIP_TESTS=1 \
 		-G "Visual Studio 16 2019"
 
 vs_build_all:
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 567e187..9a1c108 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -109,38 +109,35 @@ endif()
 #################### GLSLANG #######################
 #####################################################
 
-if(NOT KOMPUTE_OPT_DISABLE_GLSLANG)
+if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
+    add_subdirectory(${PROJECT_SOURCE_DIR}/external/glslang
+        ${CMAKE_CURRENT_BINARY_DIR}/kompute_glslang)
 
-    if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
-        add_subdirectory(${PROJECT_SOURCE_DIR}/external/glslang
-            ${CMAKE_CURRENT_BINARY_DIR}/kompute_glslang)
+    target_include_directories(
+        kompute PRIVATE
+        ${PROJECT_SOURCE_DIR}/external/glslang)
 
-        target_include_directories(
-            kompute PRIVATE
-            ${PROJECT_SOURCE_DIR}/external/glslang)
+    target_link_libraries(kompute
+        # Not including hlsl support
+        # HLSL
+        # glslang includes OGLCompiler, OSDependent, MachineIndependent
+        glslang
+        SPIRV
+        glslang-default-resource-limits)
+else()
+    find_package(glslang CONFIG REQUIRED)
 
-        target_link_libraries(kompute
-            # Not including hlsl support
-            # HLSL
-            # glslang includes OGLCompiler, OSDependent, MachineIndependent
-            glslang
-            SPIRV
-            glslang-default-resource-limits)
-    else()
-        find_package(glslang CONFIG REQUIRED)
+    target_include_directories(
+        kompute PRIVATE
+        ${GLSLANG_GENERATED_INCLUDEDIR})
 
-        target_include_directories(
-            kompute PRIVATE
-            ${GLSLANG_GENERATED_INCLUDEDIR})
-
-        target_link_libraries(kompute
-            # Not including hlsl support
-            # glslang::HLSL
-            # Adding explicit dependencies to match above
-            glslang
-            SPIRV
-            glslang-default-resource-limits)
-    endif()
+    target_link_libraries(kompute
+        # Not including hlsl support
+        # glslang::HLSL
+        # Adding explicit dependencies to match above
+        glslang
+        SPIRV
+        glslang-default-resource-limits)
 endif()
 
 

From b9ca70b8b1b1da7437e1f12750f18fb82e86e921 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 19:34:16 +0000
Subject: [PATCH 32/38] Added python functionality for shader compile

---
 python/src/main.cpp         | 22 +++++++++++++++++-----
 python/test/test_kompute.py | 27 ++++++++++++++++++++-------
 2 files changed, 37 insertions(+), 12 deletions(-)

diff --git a/python/src/main.cpp b/python/src/main.cpp
index c70863a..7852b38 100644
--- a/python/src/main.cpp
+++ b/python/src/main.cpp
@@ -31,6 +31,18 @@ PYBIND11_MODULE(kp, m) {
         .export_values();
 
 
+    py::class_<kp::Shader>(m, "Shader", "Shader class")
+        .def_static("compile_source", [](
+                                    const std::string& source,
+                                    const std::string& entryPoint,
+                                    const std::vector<std::pair<std::string,std::string>>& definitions) {
+                std::vector<uint32_t> spirv = kp::Shader::compile_source(source, entryPoint, definitions);
+                return py::bytes((const char*)spirv.data(), spirv.size() * sizeof(uint32_t));
+            },
+            "Compiles string source provided and returns the value in bytes",
+            py::arg("source"), py::arg("entryPoint") = "main", py::arg("definitions") = std::vector<std::pair<std::string,std::string>>() )
+        .def_static("compile_sources", &kp::Shader::compile_sources);
+
     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) {
@@ -127,7 +139,7 @@ PYBIND11_MODULE(kp, m) {
                 const char *data = reinterpret_cast<const char *>(info.ptr);
                 size_t length = static_cast<size_t>(info.size);
                 return self.record<kp::OpAlgoBase>(
-                    tensors, std::vector<char>(data, data + length), workgroup, constants);
+                    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() );
@@ -205,7 +217,7 @@ PYBIND11_MODULE(kp, m) {
                 const char *data = reinterpret_cast<const char *>(info.ptr);
                 size_t length = static_cast<size_t>(info.size);
                 self.evalOpDefault<kp::OpAlgoBase>(
-                    tensors, std::vector<char>(data, data + length), workgroup, constants);
+                    tensors, 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 new anonymous Sequence",
             py::arg("tensors"), py::arg("bytes"), py::arg("workgroup") = kp::Workgroup(), py::arg("constants") = kp::Constants() )
@@ -235,7 +247,7 @@ PYBIND11_MODULE(kp, m) {
                 const char *data = reinterpret_cast<const char *>(info.ptr);
                 size_t length = static_cast<size_t>(info.size);
                 self.evalOp<kp::OpAlgoBase>(
-                    tensors, sequenceName, std::vector<char>(data, data + length), workgroup, constants);
+                    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() )
@@ -264,7 +276,7 @@ PYBIND11_MODULE(kp, m) {
                 const char *data = reinterpret_cast<const char *>(info.ptr);
                 size_t length = static_cast<size_t>(info.size);
                 self.evalOpAsyncDefault<kp::OpAlgoBase>(
-                    tensors, std::vector<char>(data, data + length), workgroup, constants);
+                    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() )
@@ -294,7 +306,7 @@ PYBIND11_MODULE(kp, m) {
                 const char *data = reinterpret_cast<const char *>(info.ptr);
                 size_t length = static_cast<size_t>(info.size);
                 self.evalOpAsync<kp::OpAlgoBase>(
-                    tensors, sequenceName, std::vector<char>(data, data + length), workgroup, constants);
+                    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() );
diff --git a/python/test/test_kompute.py b/python/test/test_kompute.py
index f6e549f..b998532 100644
--- a/python/test/test_kompute.py
+++ b/python/test/test_kompute.py
@@ -17,23 +17,36 @@ def test_opalgobase_file():
     tensor_out = kp.Tensor([0, 0, 0])
 
     mgr = kp.Manager()
-
     mgr.rebuild([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)
+    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]
-    assert np.all(tensor_out.numpy() == [2.0, 4.0, 6.0])
 
 
-def test_opalgobase_file():
+def test_shader_str():
     """
     Test basic OpAlgoBase operation
     """
 
+    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;
+
+void main()
+{
+    uint index = gl_GlobalInvocationID.x;
+    valuesOutput[index] = valuesLhs[index] * valuesRhs[index];
+}
+    """
+
     tensor_in_a = kp.Tensor([2, 2, 2])
     tensor_in_b = kp.Tensor([1, 2, 3])
     tensor_out = kp.Tensor([0, 0, 0])
@@ -41,9 +54,9 @@ def test_opalgobase_file():
     mgr = kp.Manager()
     mgr.rebuild([tensor_in_a, tensor_in_b, tensor_out])
 
-    shader_path = os.path.join(DIRNAME, "../../shaders/glsl/opmult.comp.spv")
+    spirv = kp.Shader.compile_source(shader)
 
-    mgr.eval_algo_file_def([tensor_in_a, tensor_in_b, tensor_out], shader_path)
+    mgr.eval_algo_data_def([tensor_in_a, tensor_in_b, tensor_out], spirv)
 
     mgr.eval_tensor_sync_local_def([tensor_out])
 

From f9c3feccfed362e4f4e8d86739e0dc461807daf0 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 19:34:49 +0000
Subject: [PATCH 33/38] Added python functionality for shader compile

---
 python/src/main.cpp | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/python/src/main.cpp b/python/src/main.cpp
index 7852b38..b79ca3e 100644
--- a/python/src/main.cpp
+++ b/python/src/main.cpp
@@ -40,8 +40,7 @@ PYBIND11_MODULE(kp, m) {
                 return py::bytes((const char*)spirv.data(), spirv.size() * sizeof(uint32_t));
             },
             "Compiles string source provided and returns the value in bytes",
-            py::arg("source"), py::arg("entryPoint") = "main", py::arg("definitions") = std::vector<std::pair<std::string,std::string>>() )
-        .def_static("compile_sources", &kp::Shader::compile_sources);
+            py::arg("source"), py::arg("entryPoint") = "main", py::arg("definitions") = std::vector<std::pair<std::string,std::string>>() );
 
     py::class_<kp::Tensor, std::shared_ptr<kp::Tensor>>(m, "Tensor", DOC(kp, Tensor))
         .def(py::init(

From ade261fc3af28760935f38256f0d2638139992b7 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sat, 20 Feb 2021 19:37:46 +0000
Subject: [PATCH 34/38] Added sources function to python

---
 python/src/main.cpp | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/python/src/main.cpp b/python/src/main.cpp
index b79ca3e..978a359 100644
--- a/python/src/main.cpp
+++ b/python/src/main.cpp
@@ -40,7 +40,17 @@ PYBIND11_MODULE(kp, m) {
                 return py::bytes((const char*)spirv.data(), spirv.size() * sizeof(uint32_t));
             },
             "Compiles string source provided and returns the value in bytes",
-            py::arg("source"), py::arg("entryPoint") = "main", py::arg("definitions") = std::vector<std::pair<std::string,std::string>>() );
+            py::arg("source"), py::arg("entryPoint") = "main", py::arg("definitions") = std::vector<std::pair<std::string,std::string>>() )
+        .def_static("compile_sources", [](
+                                    const std::vector<std::string>& source,
+                                    const std::vector<std::string>& files,
+                                    const std::string& entryPoint,
+                                    const std::vector<std::pair<std::string,std::string>>& definitions) {
+                std::vector<uint32_t> spirv = kp::Shader::compile_sources(source, files, entryPoint, definitions);
+                return py::bytes((const char*)spirv.data(), spirv.size() * sizeof(uint32_t));
+            },
+            "Compiles sources provided with file names and returns the value in bytes",
+            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>>() );
 
     py::class_<kp::Tensor, std::shared_ptr<kp::Tensor>>(m, "Tensor", DOC(kp, Tensor))
         .def(py::init(

From 1ae6fddb1fc072dacc5b624208bbb6d286887a3a Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sun, 21 Feb 2021 08:26:38 +0000
Subject: [PATCH 35/38] Added documentation

---
 src/include/kompute/Shader.hpp | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/src/include/kompute/Shader.hpp b/src/include/kompute/Shader.hpp
index 89ecc2a..701f7fc 100644
--- a/src/include/kompute/Shader.hpp
+++ b/src/include/kompute/Shader.hpp
@@ -11,14 +11,42 @@
 
 namespace kp {
 
+/**
+    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
+     * @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 = {});
 
+    /**
+     * 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
+     * @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",

From f306bf10424a8bcf0449e7e5000a81a07e6fcb73 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sun, 21 Feb 2021 09:03:18 +0000
Subject: [PATCH 36/38] Added docuemntation for shader utilities

---
 docs/index.rst                       | 10 +++++-----
 docs/overview/async-parallel.rst     |  2 +-
 docs/overview/custom-operations.rst  |  2 +-
 docs/overview/memory-management.rst  |  2 +-
 docs/overview/reference.rst          | 26 +++++++++++++++++---------
 docs/overview/shaders-to-headers.rst | 23 +++++++++++++++++++++--
 single_include/kompute/Kompute.hpp   | 28 ++++++++++++++++++++++++++++
 7 files changed, 74 insertions(+), 19 deletions(-)

diff --git a/docs/index.rst b/docs/index.rst
index 360c1ac..9cce050 100755
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -15,12 +15,12 @@ Documentation Index (as per sidebar)
     :caption: C++ Documentation:
 
     C++ Examples <overview/advanced-examples>
-    C++ Memory Management Principles <overview/memory-management>
-    C++ Build System Deep Dive <overview/build-system>
-    C++ Converting GLSL/HLSL Shaders to Cpp Headers <overview/shaders-to-headers>
-    C++ Extending Kompute with Custom Operations <overview/custom-operations>
+    Memory Management Principles <overview/memory-management>
+    Build System Deep Dive <overview/build-system>
+    Processing Shaders (Online & Offline) <overview/shaders-to-headers>
+    Extending Kompute with Custom Operations <overview/custom-operations>
     C++ Class Documentation & Reference <overview/reference>
-    C++ Code Coverage <https://kompute.cc/codecov/>
+    Test Code Coverage <https://kompute.cc/codecov/>
 
 .. toctree::
     :titlesonly:
diff --git a/docs/overview/async-parallel.rst b/docs/overview/async-parallel.rst
index 8c983bc..1e0178b 100644
--- a/docs/overview/async-parallel.rst
+++ b/docs/overview/async-parallel.rst
@@ -27,7 +27,7 @@ This basically provides further granularity on Vulkan Fences, which is its means
 
 It is important that submitting tasks asynchronously, does not mean that these will be executed in parallel. Parallel execution of operations will be covered in the following section.
 
-Asynchronous operation submission can be achieved through the kp::Manager, or directly through the kp::Sequence. Below is an example using the Kompute manager.
+Asynchronous operation submission can be achieved through the :class:`kp::Manager`, or directly through the :class:`kp::Sequence`. Below is an example using the Kompute manager.
 
 Conceptual Overview
 ^^^^^^^^^^^^^^^^^^^^^
diff --git a/docs/overview/custom-operations.rst b/docs/overview/custom-operations.rst
index 2758c8a..4947196 100644
--- a/docs/overview/custom-operations.rst
+++ b/docs/overview/custom-operations.rst
@@ -11,7 +11,7 @@ These nuances are important for more advanced users of Kompute, as this will pro
 Flow of Function Calls
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
 
-The top level operation which all operations inherit from is the `kp::OpBase` class. Some of the "Core Native Operations" like `kp::OpTensorCopy`, `kp::OpTensorCreate`, etc all inherit from the base operation class.
+The top level operation which all operations inherit from is the :class:`kp::OpBase` class. Some of the "Core Native Operations" like :class:`kp::OpTensorCopy`, :class:`kp::OpTensorCreate`, etc all inherit from the base operation class.
 
 The `kp::OpAlgoBase` is another base operation that is specifically built to enable users to create their own operations that contain custom shader logic (i.e. requiring Vulkan Compute Pipelines, DescriptorSets, etc). The next section contains an example which shows how to extend the OpAlgoBase class.
 
diff --git a/docs/overview/memory-management.rst b/docs/overview/memory-management.rst
index aa794fd..f47b989 100755
--- a/docs/overview/memory-management.rst
+++ b/docs/overview/memory-management.rst
@@ -21,7 +21,7 @@ The memory ownership is hierarchically outlined in the component architecture -
 Optional Memory Management
 -------------
 
-As outlined above, resource memory is only managed by Kompute if the resources are created by Kompute. Each of the Kompute components can also be initialised with externally managed resources. The kp::Manager for example can be initialized with an external Vulkan Device. The first principle ensures that all memory ownership is explicitly defined when managing and creating Kompute resources.
+As outlined above, resource memory is only managed by Kompute if the resources are created by Kompute. Each of the Kompute components can also be initialised with externally managed resources. The :class:`kp::Manager` for example can be initialized with an external Vulkan Device. The first principle ensures that all memory ownership is explicitly defined when managing and creating Kompute resources.
 
 
 
diff --git a/docs/overview/reference.rst b/docs/overview/reference.rst
index 8b6160e..13f6934 100644
--- a/docs/overview/reference.rst
+++ b/docs/overview/reference.rst
@@ -12,7 +12,7 @@ Below is a diagram that provides insights on the relationship between Vulkan Kom
 Manager
 -------
 
-The Kompute Manager provides a high level interface to simplify interaction with underlying kp::Sequences of kp::Operations.
+The Kompute Manager provides a high level interface to simplify interaction with underlying :class:`kp::Sequences` of :class:`kp::Operations`.
 
 .. image:: ../images/kompute-vulkan-architecture-manager.jpg
    :width: 100%
@@ -23,7 +23,7 @@ The Kompute Manager provides a high level interface to simplify interaction with
 Sequence
 -------
 
-The Kompute Sequence consists of batches of kp::Operations, which are executed on a respective GPU queue. The execution of sequences can be synchronous or asynchronous, and it can be coordinated through its respective vk::Fence.
+The Kompute Sequence consists of batches of :class:`kp::Operations`, which are executed on a respective GPU queue. The execution of sequences can be synchronous or asynchronous, and it can be coordinated through its respective vk::Fence.
 
 .. image:: ../images/kompute-vulkan-architecture-sequence.jpg
    :width: 100%
@@ -34,7 +34,7 @@ The Kompute Sequence consists of batches of kp::Operations, which are executed o
 Tensor
 -------
 
-The kp::Tensor is the atomic unit in Kompute, and it is used primarily for handling Host and GPU Device data.
+The :class:`kp::Tensor` is the atomic unit in Kompute, and it is used primarily for handling Host and GPU Device data.
 
 .. image:: ../images/kompute-vulkan-architecture-tensor.jpg
    :width: 100%
@@ -45,7 +45,7 @@ The kp::Tensor is the atomic unit in Kompute, and it is used primarily for handl
 Algorithm
 -------
 
-The kp::Algorithm consists primarily of the components required for shader code execution, including the relevant vk::DescriptorSet relatedresources as well as vk::Pipeline and all the relevant Vulkan resources as outlined in the architectural diagram.
+The :class:`kp::Algorithm` consists primarily of the components required for shader code execution, including the relevant vk::DescriptorSet relatedresources as well as vk::Pipeline and all the relevant Vulkan resources as outlined in the architectural diagram.
 
 .. image:: ../images/kompute-vulkan-architecture-algorithm.jpg
    :width: 100%
@@ -56,7 +56,7 @@ The kp::Algorithm consists primarily of the components required for shader code
 OpBase
 -------
 
-The kp::OpBase provides a top level class for an operation in Kompute, which is the step that is executed on a GPU submission. The Kompute operations can consist of one or more kp::Tensor.
+The :class:`kp::OpBase` provides a top level class for an operation in Kompute, which is the step that is executed on a GPU submission. The Kompute operations can consist of one or more :class:`kp::Tensor`.
 
 .. image:: ../images/kompute-vulkan-architecture-operations.jpg
    :width: 100%
@@ -78,7 +78,7 @@ The vk::OpAlgoBase extends the vk::OpBase class, and provides the base for shade
 OpMult
 -------
 
-The kp::OpMult operation is a sample implementation of the kp::OpAlgoBase class. This class shows how it is possible to create a custom vk::OpAlgoBase that can compile as part of the binary. The kp::OpMult operation uses the shader-to-cpp-header-file script to convert the script into cpp header files.
+The :class:`kp::OpMult` operation is a sample implementation of the :class:`kp::OpAlgoBase` class. This class shows how it is possible to create a custom vk::OpAlgoBase that can compile as part of the binary. The :class:`kp::OpMult` operation uses the shader-to-cpp-header-file script to convert the script into cpp header files.
 
 .. image:: ../images/kompute-vulkan-architecture-opmult.jpg
    :width: 100%
@@ -90,7 +90,7 @@ The kp::OpMult operation is a sample implementation of the kp::OpAlgoBase class.
 OpTensorCopy
 -------
 
-The kp::OpTensorCopy is a tensor only operation that copies the GPU memory buffer data from one kp::Tensor to one or more subsequent tensors.
+The :class:`kp::OpTensorCopy` is a tensor only operation that copies the GPU memory buffer data from one :class:`kp::Tensor` to one or more subsequent tensors.
 
 .. doxygenclass:: kp::OpTensorCopy
    :members:
@@ -98,7 +98,7 @@ The kp::OpTensorCopy is a tensor only operation that copies the GPU memory buffe
 OpTensorSyncLocal
 -------
 
-The kp::OpTensorSyncLocal is a tensor only operation that maps the data from the GPU device memory into the local host vector.
+The :class:`kp::OpTensorSyncLocal` is a tensor only operation that maps the data from the GPU device memory into the local host vector.
 
 .. doxygenclass:: kp::OpTensorSyncLocal
    :members:
@@ -106,11 +106,19 @@ The kp::OpTensorSyncLocal is a tensor only operation that maps the data from the
 OpTensorSyncDevice
 -------
 
-The kp::OpTensorSyncDevice is a tensor only operation that maps the data from the local host vector into the GPU device memory.
+The :class:`kp::OpTensorSyncDevice` is a tensor only operation that maps the data from the local host vector into the GPU device memory.
 
 .. doxygenclass:: kp::OpTensorSyncDevice
    :members:
 
 
+Shader
+--------
+
+The :class:`kp::Shader` class contains a set of utilities to compile and process shaders.
+
+.. doxygenclass:: kp::Shader
+   :members:
+
 
 
diff --git a/docs/overview/shaders-to-headers.rst b/docs/overview/shaders-to-headers.rst
index c13d99e..531e749 100644
--- a/docs/overview/shaders-to-headers.rst
+++ b/docs/overview/shaders-to-headers.rst
@@ -1,9 +1,28 @@
 
 
-Converting Shaders to C++ Headers
+Processing Shaders with Kompute
 =====================
 
-Kompute allows for shaders to be loaded directly through the kp::OpAlgoBase as either raw strings (through shaderc) or compiled SPIRV bytes. For this latter, the traditional method of including the SPIRV bytes is by loading the SPIRV file directly and passing the contents.
+Kompute allows for two main ways of interacting with shaders - namely:
+
+* Integration with [glslang](https://github.com/KhronosGroup/glslang) for online/runtime shader compilation
+* A CLI that coverts shaders into C++ header files
+
+Processing Shaders Online via Kompute Shader Utils
+---------------
+
+Kompute provides a set of helper functions that expose the C++ functionality of the glslang Khronos framework to process shader sources online during runtime.
+
+It's worth emphasising that the suggested approach is to process shaders offline, so the section below is suggested to convert shaders to either their respective SPV format, or convert them into C++ sources that would be embedded as part of the resulting binary.
+
+The Shader utility function can be skipped on build time through compiler flags - for more information on this you should read the `build section <build-system.rst>`_.
+
+More details on the shader utils can be found in the :class:`kp::Shader` section of the `C++ reference page <reference.rst>`_.
+
+Converting Shaders into C / C++ Header Files
+----------------------------------
+
+Kompute allows for shaders to be loaded directly through the :class:`kp::OpAlgoBase` as either raw strings (through shaderc) or compiled SPIRV bytes. For this latter, the traditional method of including the SPIRV bytes is by loading the SPIRV file directly and passing the contents.
 
 The Kompute codebase has a utility that allows you to convert shader files into C++ header files containing the SPIRV header data. This is useful as it enables developers to compile the SPIRV shaders into the final binary, which avoids the need for multiple files being required.
 
diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 0d6a4f4..9459d19 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -116,14 +116,42 @@ extern py::object kp_debug, kp_info, kp_warning, kp_error;
 
 namespace kp {
 
+/**
+    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
+     * @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 = {});
 
+    /**
+     * 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
+     * @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",

From 92f556ff57f1a55d8f649090e343c455a6c76816 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sun, 21 Feb 2021 09:28:05 +0000
Subject: [PATCH 37/38] Added flag to be able to disable shader  utilities

---
 CMakeLists.txt                     | 14 +++++---
 docs/overview/build-system.rst     |  2 ++
 python/src/main.cpp                |  3 +-
 single_include/kompute/Kompute.hpp |  2 ++
 src/CMakeLists.txt                 | 52 ++++++++++++++++--------------
 src/Shader.cpp                     |  2 ++
 src/include/kompute/Shader.hpp     |  3 ++
 7 files changed, 48 insertions(+), 30 deletions(-)

diff --git a/CMakeLists.txt b/CMakeLists.txt
index d4b04c5..4f35414 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -19,6 +19,7 @@ option(KOMPUTE_OPT_ENABLE_SPDLOG "Extra compile flags for Kompute, see docs for
 option(KOMPUTE_OPT_REPO_SUBMODULE_BUILD, "Use the submodule repos instead of external package manager" 0)
 option(KOMPUTE_OPT_ANDOID_BUILD "Enable android compilation flags required" 0)
 option(KOMPUTE_OPT_DISABLE_VK_DEBUG_LAYERS "Explicitly disable debug layers even on debug" 0)
+option(KOMPUTE_OPT_DISABLE_SHADER_UTILS "Remove shader util code and dependencies including glslang" 0)
 # Build flags
 set(KOMPUTE_EXTRA_CXX_FLAGS "" CACHE STRING "Extra compile flags for Kompute, see docs for full list")
 
@@ -42,10 +43,15 @@ if(KOMPUTE_OPT_DISABLE_VK_DEBUG_LAYERS)
     set(KOMPUTE_EXTRA_CXX_FLAGS "${KOMPUTE_EXTRA_CXX_FLAGS} -DKOMPUTE_DISABLE_VK_DEBUG_LAYERS=1")
 endif()
 
-if(KOMPUTE_OPT_INSTALL)
-    # Enable install parameters for glslang (overrides parameters passed)
-    set(ENABLE_GLSLANG_INSTALL ON CACHE BOOL "Enables install of glslang" FORCE)
-    set(BUILD_SHARED_LIBS ON CACHE BOOL "Enables build of shared libraries" FORCE)
+if(NOT KOMPUTE_OPT_DISABLE_SHADER_UTILS)
+    if(KOMPUTE_OPT_INSTALL)
+        # Enable install parameters for glslang (overrides parameters passed)
+        # When install is enabled the glslang libraries become shared
+        set(ENABLE_GLSLANG_INSTALL ON CACHE BOOL "Enables install of glslang" FORCE)
+        set(BUILD_SHARED_LIBS ON CACHE BOOL "Enables build of shared libraries" FORCE)
+    endif()
+else()
+    set(KOMPUTE_EXTRA_CXX_FLAGS "${KOMPUTE_EXTRA_CXX_FLAGS} -DKOMPUTE_DISABLE_SHADER_UTILS=1")
 endif()
 
 set(CMAKE_CXX_FLAGS_DEBUG "${CMAKE_CXX_FLAGS_DEBUG} -DDEBUG=1 ${KOMPUTE_EXTRA_CXX_FLAGS} -DUSE_DEBUG_EXTENTIONS")
diff --git a/docs/overview/build-system.rst b/docs/overview/build-system.rst
index 6f5a602..620711c 100644
--- a/docs/overview/build-system.rst
+++ b/docs/overview/build-system.rst
@@ -65,6 +65,8 @@ Compile Flags
      - Enable debug build including debug flags (enabled by cmake debug build)
    * - -DKOMPUTE_DISABLE_VK_DEBUG_LAYERS
      - Disable the debug Vulkan layers, mainly used for android builds
+   * - -DKOMPUTE_DISABLE_SHADER_UTILS
+     - Disable the shader utils and skip adding glslang as dependency
 
 
 Dependencies
diff --git a/python/src/main.cpp b/python/src/main.cpp
index 978a359..ab7d64e 100644
--- a/python/src/main.cpp
+++ b/python/src/main.cpp
@@ -30,7 +30,7 @@ PYBIND11_MODULE(kp, m) {
         .value("storage", kp::Tensor::TensorTypes::eStorage, "Tensor with host visible gpu memory.")
         .export_values();
 
-
+#if !defined(KOMPUTE_DISABLE_SHADER_UTILS) || !KOMPUTE_DISABLE_SHADER_UTILS
     py::class_<kp::Shader>(m, "Shader", "Shader class")
         .def_static("compile_source", [](
                                     const std::string& source,
@@ -51,6 +51,7 @@ PYBIND11_MODULE(kp, m) {
             },
             "Compiles sources provided with file names and returns the value in bytes",
             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::Tensor, std::shared_ptr<kp::Tensor>>(m, "Tensor", DOC(kp, Tensor))
         .def(py::init(
diff --git a/single_include/kompute/Kompute.hpp b/single_include/kompute/Kompute.hpp
index 9459d19..3aaeb04 100755
--- a/single_include/kompute/Kompute.hpp
+++ b/single_include/kompute/Kompute.hpp
@@ -107,6 +107,7 @@ extern py::object kp_debug, kp_info, kp_warning, kp_error;
 #endif // KOMPUTE_SPDLOG_ENABLED
 #endif // KOMPUTE_LOG_OVERRIDE
 
+#if !defined(KOMPUTE_DISABLE_SHADER_UTILS) || !KOMPUTE_DISABLE_SHADER_UTILS
 #include <iostream>
 #include <vector>
 
@@ -159,6 +160,7 @@ public:
 
 };
 }
+#endif // DKOMPUTE_DISABLE_SHADER_UTILS
 
 /*
     THIS FILE HAS BEEN AUTOMATICALLY GENERATED - DO NOT EDIT
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 9a1c108..b3cbad3 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -109,35 +109,37 @@ endif()
 #################### GLSLANG #######################
 #####################################################
 
-if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
-    add_subdirectory(${PROJECT_SOURCE_DIR}/external/glslang
-        ${CMAKE_CURRENT_BINARY_DIR}/kompute_glslang)
+if(NOT KOMPUTE_OPT_DISABLE_SHADER_UTILS)
+    if(KOMPUTE_OPT_REPO_SUBMODULE_BUILD)
+        add_subdirectory(${PROJECT_SOURCE_DIR}/external/glslang
+            ${CMAKE_CURRENT_BINARY_DIR}/kompute_glslang)
 
-    target_include_directories(
-        kompute PRIVATE
-        ${PROJECT_SOURCE_DIR}/external/glslang)
+        target_include_directories(
+            kompute PRIVATE
+            ${PROJECT_SOURCE_DIR}/external/glslang)
 
-    target_link_libraries(kompute
-        # Not including hlsl support
-        # HLSL
-        # glslang includes OGLCompiler, OSDependent, MachineIndependent
-        glslang
-        SPIRV
-        glslang-default-resource-limits)
-else()
-    find_package(glslang CONFIG REQUIRED)
+        target_link_libraries(kompute
+            # Not including hlsl support
+            # HLSL
+            # glslang includes OGLCompiler, OSDependent, MachineIndependent
+            glslang
+            SPIRV
+            glslang-default-resource-limits)
+    else()
+        find_package(glslang CONFIG REQUIRED)
 
-    target_include_directories(
-        kompute PRIVATE
-        ${GLSLANG_GENERATED_INCLUDEDIR})
+        target_include_directories(
+            kompute PRIVATE
+            ${GLSLANG_GENERATED_INCLUDEDIR})
 
-    target_link_libraries(kompute
-        # Not including hlsl support
-        # glslang::HLSL
-        # Adding explicit dependencies to match above
-        glslang
-        SPIRV
-        glslang-default-resource-limits)
+        target_link_libraries(kompute
+            # Not including hlsl support
+            # glslang::HLSL
+            # Adding explicit dependencies to match above
+            glslang
+            SPIRV
+            glslang-default-resource-limits)
+    endif()
 endif()
 
 
diff --git a/src/Shader.cpp b/src/Shader.cpp
index 4c2268d..a58e0a9 100644
--- a/src/Shader.cpp
+++ b/src/Shader.cpp
@@ -1,4 +1,5 @@
 
+#if !defined(KOMPUTE_DISABLE_SHADER_UTILS) || !KOMPUTE_DISABLE_SHADER_UTILS
 #include "kompute/Shader.hpp"
 
 namespace kp {
@@ -92,3 +93,4 @@ Shader::compile_source(const std::string& source,
 }
 
 }
+#endif // DKOMPUTE_DISABLE_SHADER_UTILS
diff --git a/src/include/kompute/Shader.hpp b/src/include/kompute/Shader.hpp
index 701f7fc..f486366 100644
--- a/src/include/kompute/Shader.hpp
+++ b/src/include/kompute/Shader.hpp
@@ -1,5 +1,6 @@
 #pragma once
 
+#if !defined(KOMPUTE_DISABLE_SHADER_UTILS) || !KOMPUTE_DISABLE_SHADER_UTILS
 #include <iostream>
 #include <vector>
 
@@ -54,3 +55,5 @@ public:
 
 };
 }
+#endif // DKOMPUTE_DISABLE_SHADER_UTILS
+

From 82a56b7e85c298f785fde2f6d2a63700213eff6f Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Sun, 21 Feb 2021 10:06:29 +0000
Subject: [PATCH 38/38] Updated examples to match new shader api

---
 .../android/android-simple/app/build.gradle     |  4 +++-
 .../app/src/main/cpp/KomputeModelML.cpp         | 12 +-----------
 examples/array_multiplication/src/Main.cpp      | 11 +----------
 .../kompute_summator/KomputeSummatorNode.cpp    |  2 +-
 .../gdnative_shared/src/KomputeSummator.cpp     |  2 +-
 examples/logistic_regression/src/Main.cpp       | 11 +++--------
 examples/python/README.md                       | 17 -----------------
 src/Shader.cpp                                  | 10 +++++-----
 src/include/kompute/Core.hpp                    |  6 +++---
 src/include/kompute/Shader.hpp                  |  4 ++--
 10 files changed, 20 insertions(+), 59 deletions(-)
 delete mode 100644 examples/python/README.md

diff --git a/examples/android/android-simple/app/build.gradle b/examples/android/android-simple/app/build.gradle
index 3990324..6ddb285 100644
--- a/examples/android/android-simple/app/build.gradle
+++ b/examples/android/android-simple/app/build.gradle
@@ -18,8 +18,10 @@ android {
                 arguments '-DANDROID_TOOLCHAIN=clang',
                         '-DANDROID_STL=c++_static',
                         '-DKOMPUTE_OPT_ANDOID_BUILD=1',
+                        '-DKOMPUTE_OPT_REPO_SUBMODULE_BUILD=1',
                         '-DKOMPUTE_OPT_INSTALL=0',
-                        '-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=1',
+                        '-DKOMPUTE_OPT_ENABLE_SPDLOG=0',
+                        '-DKOMPUTE_OPT_BUILD_SINGLE_HEADER=0',
                         '-DKOMPUTE_OPT_DISABLE_VK_DEBUG_LAYERS=1',
                         '-DKOMPUTE_EXTRA_CXX_FLAGS=-DKOMPUTE_VK_API_MINOR_VERSION=0'
             }
diff --git a/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp b/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp
index 679136b..e396570 100755
--- a/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp
+++ b/examples/android/android-simple/app/src/main/cpp/KomputeModelML.cpp
@@ -51,19 +51,9 @@ void KomputeModelML::train(std::vector<float> yData, std::vector<float> xIData,
 
             sq->record<kp::OpTensorSyncDevice>({ wIn, bIn });
 
-#ifdef KOMPUTE_ANDROID_SHADER_FROM_STRING
             // Newer versions of Android are able to use shaderc to read raw string
             sq->record<kp::OpAlgoBase>(
-                    params, std::vector<uint32_t>(LR_SHADER.begin(), LR_SHADER.end()));
-#else
-            // Older versions of Android require the SPIRV binary directly
-            sq->record<kp::OpAlgoBase>(
-                    params, std::vector<uint32_t>(
-                            kp::shader_data::shaders_glsl_logisticregression_comp_spv,
-                            kp::shader_data::shaders_glsl_logisticregression_comp_spv
-                                + kp::shader_data::shaders_glsl_logisticregression_comp_spv_len
-                    ));
-#endif
+                    params, kp::Shader::compile_source(LR_SHADER));
 
             sq->record<kp::OpTensorSyncLocal>({ wOutI, wOutJ, bOut, lOut });
 
diff --git a/examples/array_multiplication/src/Main.cpp b/examples/array_multiplication/src/Main.cpp
index d773886..0fb704a 100755
--- a/examples/array_multiplication/src/Main.cpp
+++ b/examples/array_multiplication/src/Main.cpp
@@ -18,7 +18,6 @@ int main()
     auto tensorInB = mgr.tensor({ 0.0, 1.0, 2.0 });
     auto tensorOut = mgr.tensor({ 0.0, 0.0, 0.0 });
 
-#ifdef KOMPUTE_ANDROID_SHADER_FROM_STRING
     std::string shader(R"(
         // The version to use 
         #version 450
@@ -40,15 +39,7 @@ int main()
 
     mgr.evalOpDefault<kp::OpAlgoBase>(
             { tensorInA, tensorInB, tensorOut },
-            std::vector<uint32_t>(shader.begin(), shader.end()));
-#else
-    mgr.evalOpDefault<kp::OpAlgoBase>(
-            { tensorInA, tensorInB, tensorOut },
-            std::vector<uint32_t>(
-            kp::shader_data::shaders_glsl_opmult_comp_spv,
-            kp::shader_data::shaders_glsl_opmult_comp_spv
-                + kp::shader_data::shaders_glsl_opmult_comp_spv_len));
-#endif
+            kp::Shader::compile_source(shader));
 
     mgr.evalOpDefault<kp::OpTensorSyncLocal>({tensorOut});
 
diff --git a/examples/godot_examples/custom_module/kompute_summator/KomputeSummatorNode.cpp b/examples/godot_examples/custom_module/kompute_summator/KomputeSummatorNode.cpp
index 304416a..c0b6859 100644
--- a/examples/godot_examples/custom_module/kompute_summator/KomputeSummatorNode.cpp
+++ b/examples/godot_examples/custom_module/kompute_summator/KomputeSummatorNode.cpp
@@ -61,7 +61,7 @@ void KomputeSummatorNode::_init() {
         // Then we run the operation with both tensors
         sq->record<kp::OpAlgoBase>(
             { this->mPrimaryTensor, this->mSecondaryTensor }, 
-            std::vector<char>(shader.begin(), shader.end()));
+            kp::Shader::compile_source(shader));
 
         // We map the result back to local 
         sq->record<kp::OpTensorSyncLocal>(
diff --git a/examples/godot_examples/gdnative_shared/src/KomputeSummator.cpp b/examples/godot_examples/gdnative_shared/src/KomputeSummator.cpp
index 26a3818..feb674c 100644
--- a/examples/godot_examples/gdnative_shared/src/KomputeSummator.cpp
+++ b/examples/godot_examples/gdnative_shared/src/KomputeSummator.cpp
@@ -58,7 +58,7 @@ void KomputeSummator::_init() {
         // Then we run the operation with both tensors
         this->mSequence->record<kp::OpAlgoBase>(
             { this->mPrimaryTensor, this->mSecondaryTensor }, 
-            std::vector<char>(shader.begin(), shader.end()));
+            kp::Shader::compile_source(shader));
 
         // We map the result back to local 
         this->mSequence->record<kp::OpTensorSyncLocal>(
diff --git a/examples/logistic_regression/src/Main.cpp b/examples/logistic_regression/src/Main.cpp
index 4138a0a..e342e7a 100755
--- a/examples/logistic_regression/src/Main.cpp
+++ b/examples/logistic_regression/src/Main.cpp
@@ -44,16 +44,11 @@ int main()
 
     sq->record<kp::OpTensorSyncDevice>({ wIn, bIn });
 
-#ifdef KOMPUTE_ANDROID_SHADER_FROM_STRING
-    sq->record<kp::OpAlgoBase>(
-      params, "shaders/glsl/logistic_regression.comp");
-#else
     sq->record<kp::OpAlgoBase>(
         params, std::vector<uint32_t>(
-                kp::shader_data::shaders_glsl_logisticregression_comp_spv,
-                kp::shader_data::shaders_glsl_logisticregression_comp_spv
-                    + kp::shader_data::shaders_glsl_logisticregression_comp_spv_len));
-#endif
+                (uint32_t*)kp::shader_data::shaders_glsl_logisticregression_comp_spv,
+                (uint32_t*)(kp::shader_data::shaders_glsl_logisticregression_comp_spv
+                    + kp::shader_data::shaders_glsl_logisticregression_comp_spv_len)));
 
     sq->record<kp::OpTensorSyncLocal>({ wOutI, wOutJ, bOut, lOut });
 
diff --git a/examples/python/README.md b/examples/python/README.md
deleted file mode 100644
index 1e2977c..0000000
--- a/examples/python/README.md
+++ /dev/null
@@ -1,17 +0,0 @@
-# Kompute Python Example
-
-This folder contains the accompanying code for the article "High Performance Python for GPU Accelerated Machine Learning in Cross-Vendor GPUs".
-
-The easiest way to try this example is by using the [Google Binder Notebook](https://colab.research.google.com/drive/15uQ7qMZuOyk8JcXF-3SB2R5yNFW21I4P), which will allow you to use a GPU for free and runs without much setup.
-
-<a href="https://colab.research.google.com/drive/15uQ7qMZuOyk8JcXF-3SB2R5yNFW21I4P">
-<img src="https://raw.githubusercontent.com/EthicalML/vulkan-kompute/python_extensions/docs/images/binder-python.jpg">
-</a>
-
-Alternatively if you want to test the example yourself locally, you can get setup and started through the following links:
-
-1. Install the [Kompute Python Package](https://kompute.cc/overview/python-package.html#package-installation)
-2. Run the [Array Multiplication Code](https://github.com/EthicalML/vulkan-kompute/blob/python_extensions/python/test/test_array_multiplication.py)
-3. Run the [Logistic Regression Code](https://github.com/EthicalML/vulkan-kompute/blob/python_extensions/python/test/test_logistic_regression.py)
-
-
diff --git a/src/Shader.cpp b/src/Shader.cpp
index a58e0a9..3f42ee2 100644
--- a/src/Shader.cpp
+++ b/src/Shader.cpp
@@ -38,7 +38,7 @@ Shader::compile_sources(const std::vector<std::string>& sources,
     if (!shader.parse(&glslang::DefaultTBuiltInResource, 100, false, messages))
     {
         info_log = std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog());
-        SPDLOG_ERROR(info_log);
+        SPDLOG_ERROR("Kompute Shader Error: {}", info_log);
         throw std::runtime_error(info_log);
     }
 
@@ -49,7 +49,7 @@ Shader::compile_sources(const std::vector<std::string>& sources,
     if (!program.link(messages))
     {
         info_log = std::string(program.getInfoLog()) + "\n" + std::string(program.getInfoDebugLog());
-        SPDLOG_ERROR(info_log);
+        SPDLOG_ERROR("Kompute Shader Error: {}", info_log);
         throw std::runtime_error(info_log);
     }
 
@@ -57,7 +57,7 @@ Shader::compile_sources(const std::vector<std::string>& sources,
     if (shader.getInfoLog())
     {
         info_log += std::string(shader.getInfoLog()) + "\n" + std::string(shader.getInfoDebugLog()) + "\n";
-        SPDLOG_INFO(info_log);
+        SPDLOG_INFO("Kompute Shader Information: {}", info_log);
     }
 
     glslang::TIntermediate *intermediate = program.getIntermediate(language);
@@ -65,7 +65,7 @@ Shader::compile_sources(const std::vector<std::string>& sources,
     if (!intermediate)
     {
         info_log += "Failed to get shared intermediate code.\n";
-        SPDLOG_ERROR(info_log);
+        SPDLOG_ERROR("Kompute Shader Error: {}", info_log);
         throw std::runtime_error(info_log);
     }
 
@@ -76,7 +76,7 @@ Shader::compile_sources(const std::vector<std::string>& sources,
     if (shader.getInfoLog())
     {
         info_log += logger.getAllMessages() + "\n";
-        SPDLOG_DEBUG(info_log);
+        SPDLOG_DEBUG("Kompute Shader all result messages: {}", info_log);
     }
 
     // Shutdown glslang library.
diff --git a/src/include/kompute/Core.hpp b/src/include/kompute/Core.hpp
index 809cf53..9550d38 100644
--- a/src/include/kompute/Core.hpp
+++ b/src/include/kompute/Core.hpp
@@ -1,6 +1,6 @@
 #pragma once
 
-#ifdef VK_USE_PLATFORM_ANDROID_KHR
+#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
@@ -82,7 +82,7 @@ extern py::object kp_debug, kp_info, kp_warning, kp_error;
 #else
 #if defined(VK_USE_PLATFORM_ANDROID_KHR)
 #define SPDLOG_WARN(message, ...)                                              \
-    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
+    ((void)__android_log_print(ANDROID_LOG_WARN, KOMPUTE_LOG_TAG, message))
 #elif defined(KOMPUTE_BUILD_PYTHON)
 #define SPDLOG_WARN(message, ...) kp_warning(message);
 #else
@@ -96,7 +96,7 @@ extern py::object kp_debug, kp_info, kp_warning, kp_error;
 #else
 #if defined(VK_USE_PLATFORM_ANDROID_KHR)
 #define SPDLOG_ERROR(message, ...)                                             \
-    ((void)__android_log_print(ANDROID_LOG_INFO, KOMPUTE_LOG_TAG, message))
+    ((void)__android_log_print(ANDROID_LOG_ERROR, KOMPUTE_LOG_TAG, message))
 #elif defined(KOMPUTE_BUILD_PYTHON)
 #define SPDLOG_ERROR(message, ...) kp_error(message);
 #else
diff --git a/src/include/kompute/Shader.hpp b/src/include/kompute/Shader.hpp
index f486366..0b363ae 100644
--- a/src/include/kompute/Shader.hpp
+++ b/src/include/kompute/Shader.hpp
@@ -4,12 +4,12 @@
 #include <iostream>
 #include <vector>
 
-#include "Core.hpp"
-
 #include <glslang/Public/ShaderLang.h>
 #include <StandAlone/ResourceLimits.h>
 #include <SPIRV/GlslangToSpv.h>
 
+#include "kompute/Core.hpp"
+
 namespace kp {
 
 /**