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Option to either use precompiled shaders or compile them on build

Browse source 
Signed-off-by: Fabian Sauter <sauter.fabian@mailbox.org>
This commit is contained in:
Fabian Sauter 2022-07-12 14:27:30 +02:00
parent d2ca970870
commit bd3ed04be8
17 changed files with 454 additions and 605 deletions
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3
src/CMakeLists.txt
View file

@ -67,10 +67,12 @@ if(KOMPUTE_OPT_ANDROID_BUILD)
target_link_libraries(kompute PUBLIC kompute_vk_ndk_wrapper
android
kp_logger
kp_shader
PRIVATE fmt::fmt)
else()
target_link_libraries(kompute PUBLIC Vulkan::Vulkan
kp_logger
kp_shader
PRIVATE fmt::fmt)
endif()
@ -88,4 +90,5 @@ endif()
# Misc
# ####################################################
add_subdirectory(logger)
add_subdirectory(shaders)
add_subdirectory(include)

3
src/include/CMakeLists.txt
View file

@ -24,9 +24,6 @@ target_sources(kompute PRIVATE
kompute/operations/OpTensorSyncDevice.hpp
kompute/operations/OpTensorSyncLocal.hpp
kompute/shaders/shaderlogisticregression.hpp
kompute/shaders/shaderopmult.hpp
kompute/logger/Logger.hpp
)

4
src/include/kompute/Kompute.hpp
View file

@ -14,5 +14,5 @@
#include "operations/OpTensorSyncDevice.hpp"
#include "operations/OpTensorSyncLocal.hpp"
#include "shaders/shaderlogisticregression.hpp"
#include "shaders/shaderopmult.hpp"
#include "ShaderLogisticRegression.hpp"
#include "ShaderOpMult.hpp"

16
src/include/kompute/operations/OpMult.hpp
View file

@ -5,7 +5,7 @@
#include "kompute/Core.hpp"
#include "kompute/shaders/shaderopmult.hpp"
#include "ShaderOpMult.hpp"
#include "kompute/Algorithm.hpp"
#include "kompute/Tensor.hpp"
@ -38,13 +38,12 @@ class OpMult : public OpAlgoDispatch
if (tensors.size() != 3) {
throw std::runtime_error(
"Kompute OpMult expected 3 tensors but got " + tensors.size());
"Kompute OpMult expected 3 tensors but got " +
std::to_string(tensors.size()));
}
std::vector<uint32_t> spirv(
(uint32_t*)shader_data::shaders_glsl_opmult_comp_spv,
(uint32_t*)(shader_data::shaders_glsl_opmult_comp_spv +
kp::shader_data::shaders_glsl_opmult_comp_spv_len));
const std::vector<uint32_t> spirv = std::vector<uint32_t>(
SHADEROPMULT_COMP_SPV.begin(), SHADEROPMULT_COMP_SPV.end());
algorithm->rebuild<>(tensors, spirv);
}
@ -53,10 +52,7 @@ class OpMult : public OpAlgoDispatch
* Default destructor, which is in charge of destroying the algorithm
* components but does not destroy the underlying tensors
*/
virtual ~OpMult() override
{
KP_LOG_DEBUG("Kompute OpMult destructor started");
}
~OpMult() override { KP_LOG_DEBUG("Kompute OpMult destructor started"); }
};
} // End namespace kp

433
src/include/kompute/shaders/shaderlogisticregression.hpp
View file

@ -1,433 +0,0 @@
/*
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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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;
}
}
#endif // define SHADEROP_SHADERLOGISTICREGRESSION_HPP

153
src/include/kompute/shaders/shaderopmult.hpp
View file

@ -1,153 +0,0 @@
/*
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,
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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

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# SPDX-License-Identifier: Apache-2.0
# ######################
cmake_minimum_required(VERSION 3.14)
add_subdirectory(glsl)

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# SPDX-License-Identifier: Apache-2.0
# ######################
cmake_minimum_required(VERSION 3.14)
# Check if build shaders from source is enabled
if(KOMPUTE_OPT_BUILD_SHADERS)
vulkan_compile_shader(INFILE ShaderOpMult.comp
OUTFILE ShaderOpMult.hpp
NAMESPACE "kp")
vulkan_compile_shader(INFILE ShaderLogisticRegression.comp
OUTFILE ShaderLogisticRegression.hpp
NAMESPACE "kp")
else() # Else we will use our precompiled versions
add_custom_command(OUTPUT $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}>/ShaderOpMult.hpp COMMAND ${CMAKE_COMMAND} -E copy_if_different ${CMAKE_CURRENT_SOURCE_DIR}/ShaderOpMult.hpp.in $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}>/ShaderOpMult.hpp)
add_custom_command(OUTPUT $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}>/ShaderLogisticRegression.hpp COMMAND ${CMAKE_COMMAND} -E copy_if_different ${CMAKE_CURRENT_SOURCE_DIR}/ShaderLogisticRegression.hpp.in $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}>/ShaderLogisticRegression.hpp)
endif()
add_library(kp_shader INTERFACE "${CMAKE_CURRENT_BINARY_DIR}/ShaderOpMult.hpp"
"${CMAKE_CURRENT_BINARY_DIR}/ShaderLogisticRegression.hpp")
target_include_directories(kp_shader INTERFACE $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}>)
# Make sure we install shaders:
install(FILES $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}>/ShaderOpMult.hpp DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})
install(FILES $<BUILD_INTERFACE:${CMAKE_CURRENT_BINARY_DIR}>/ShaderLogisticRegression.hpp DESTINATION ${CMAKE_INSTALL_INCLUDEDIR})

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#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);
}

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#pragma once
#include <array>
#include <cstdint>
namespace kp {
const std::array<uint32_t, 1204> SHADERLOGISTICREGRESSION_COMP_SPV = {
0x07230203, 0x00010000, 0x0008000a, 0x000000ae,
0x00000000, 0x00020011, 0x00000001, 0x0006000b,
0x00000001, 0x4c534c47, 0x6474732e, 0x3035342e,
0x00000000, 0x0003000e, 0x00000000, 0x00000001,
0x0006000f, 0x00000005, 0x00000004, 0x6e69616d,
0x00000000, 0x00000041, 0x00060010, 0x00000004,
0x00000011, 0x00000001, 0x00000001, 0x00000001,
0x00030003, 0x00000002, 0x000001c2, 0x00040005,
0x00000004, 0x6e69616d, 0x00000000, 0x00050005,
0x0000000a, 0x6d676973, 0x2864696f, 0x003b3166,
0x00030005, 0x00000009, 0x0000007a, 0x00080005,
0x00000012, 0x65666e69, 0x636e6572, 0x66762865,
0x66763b32, 0x31663b32, 0x0000003b, 0x00030005,
0x0000000f, 0x00000078, 0x00030005, 0x00000010,
0x00000077, 0x00030005, 0x00000011, 0x00000062,
0x00080005, 0x00000017, 0x636c6163, 0x74616c75,
0x736f4c65, 0x31662873, 0x3b31663b, 0x00000000,
0x00040005, 0x00000015, 0x74614879, 0x00000000,
0x00030005, 0x00000016, 0x00000079, 0x00030005,
0x00000021, 0x0000007a, 0x00040005, 0x00000027,
0x74614879, 0x00000000, 0x00040005, 0x00000028,
0x61726170, 0x0000006d, 0x00030005, 0x0000003e,
0x00786469, 0x00080005, 0x00000041, 0x475f6c67,
0x61626f6c, 0x766e496c, 0x7461636f, 0x496e6f69,
0x00000044, 0x00040005, 0x00000046, 0x72754377,
0x00000072, 0x00040005, 0x00000048, 0x6e697762,
0x00000000, 0x00040006, 0x00000048, 0x00000000,
0x006e6977, 0x00030005, 0x0000004a, 0x00000000,
0x00040005, 0x00000054, 0x72754362, 0x00000072,
0x00040005, 0x00000056, 0x6e696262, 0x00000000,
0x00040006, 0x00000056, 0x00000000, 0x006e6962,
0x00030005, 0x00000058, 0x00000000, 0x00040005,
0x0000005b, 0x72754378, 0x00000072, 0x00030005,
0x0000005d, 0x00697862, 0x00040006, 0x0000005d,
0x00000000, 0x00006978, 0x00030005, 0x0000005f,
0x00000000, 0x00030005, 0x00000064, 0x006a7862,
0x00040006, 0x00000064, 0x00000000, 0x00006a78,
0x00030005, 0x00000066, 0x00000000, 0x00040005,
0x0000006b, 0x72754379, 0x00000072, 0x00030005,
0x0000006d, 0x00007962, 0x00040006, 0x0000006d,
0x00000000, 0x00000079, 0x00030005, 0x0000006f,
0x00000000, 0x00040005, 0x00000073, 0x74614879,
0x00000000, 0x00040005, 0x00000074, 0x61726170,
0x0000006d, 0x00040005, 0x00000076, 0x61726170,
0x0000006d, 0x00040005, 0x00000078, 0x61726170,
0x0000006d, 0x00030005, 0x0000007b, 0x00005a64,
0x00030005, 0x0000007f, 0x00005764, 0x00030005,
0x00000080, 0x0000006d, 0x00030005, 0x00000086,
0x00004264, 0x00040005, 0x0000008b, 0x756f7762,
0x00006974, 0x00050006, 0x0000008b, 0x00000000,
0x74756f77, 0x00000069, 0x00030005, 0x0000008d,
0x00000000, 0x00040005, 0x00000093, 0x756f7762,
0x00006a74, 0x00050006, 0x00000093, 0x00000000,
0x74756f77, 0x0000006a, 0x00030005, 0x00000095,
0x00000000, 0x00040005, 0x0000009c, 0x756f6262,
0x00000074, 0x00050006, 0x0000009c, 0x00000000,
0x74756f62, 0x00000000, 0x00030005, 0x0000009e,
0x00000000, 0x00040005, 0x000000a3, 0x756f6c62,
0x00000074, 0x00050006, 0x000000a3, 0x00000000,
0x74756f6c, 0x00000000, 0x00030005, 0x000000a5,
0x00000000, 0x00040005, 0x000000a7, 0x61726170,
0x0000006d, 0x00040005, 0x000000a9, 0x61726170,
0x0000006d, 0x00040047, 0x00000041, 0x0000000b,
0x0000001c, 0x00040047, 0x00000047, 0x00000006,
0x00000004, 0x00050048, 0x00000048, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x00000048,
0x00000003, 0x00040047, 0x0000004a, 0x00000022,
0x00000000, 0x00040047, 0x0000004a, 0x00000021,
0x00000003, 0x00040047, 0x00000055, 0x00000006,
0x00000004, 0x00050048, 0x00000056, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x00000056,
0x00000003, 0x00040047, 0x00000058, 0x00000022,
0x00000000, 0x00040047, 0x00000058, 0x00000021,
0x00000006, 0x00040047, 0x0000005c, 0x00000006,
0x00000004, 0x00050048, 0x0000005d, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x0000005d,
0x00000003, 0x00040047, 0x0000005f, 0x00000022,
0x00000000, 0x00040047, 0x0000005f, 0x00000021,
0x00000000, 0x00040047, 0x00000063, 0x00000006,
0x00000004, 0x00050048, 0x00000064, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x00000064,
0x00000003, 0x00040047, 0x00000066, 0x00000022,
0x00000000, 0x00040047, 0x00000066, 0x00000021,
0x00000001, 0x00040047, 0x0000006c, 0x00000006,
0x00000004, 0x00050048, 0x0000006d, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x0000006d,
0x00000003, 0x00040047, 0x0000006f, 0x00000022,
0x00000000, 0x00040047, 0x0000006f, 0x00000021,
0x00000002, 0x00040047, 0x00000080, 0x00000001,
0x00000000, 0x00040047, 0x0000008a, 0x00000006,
0x00000004, 0x00050048, 0x0000008b, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x0000008b,
0x00000003, 0x00040047, 0x0000008d, 0x00000022,
0x00000000, 0x00040047, 0x0000008d, 0x00000021,
0x00000004, 0x00040047, 0x00000092, 0x00000006,
0x00000004, 0x00050048, 0x00000093, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x00000093,
0x00000003, 0x00040047, 0x00000095, 0x00000022,
0x00000000, 0x00040047, 0x00000095, 0x00000021,
0x00000005, 0x00040047, 0x0000009b, 0x00000006,
0x00000004, 0x00050048, 0x0000009c, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x0000009c,
0x00000003, 0x00040047, 0x0000009e, 0x00000022,
0x00000000, 0x00040047, 0x0000009e, 0x00000021,
0x00000007, 0x00040047, 0x000000a2, 0x00000006,
0x00000004, 0x00050048, 0x000000a3, 0x00000000,
0x00000023, 0x00000000, 0x00030047, 0x000000a3,
0x00000003, 0x00040047, 0x000000a5, 0x00000022,
0x00000000, 0x00040047, 0x000000a5, 0x00000021,
0x00000008, 0x00040047, 0x000000ad, 0x0000000b,
0x00000019, 0x00020013, 0x00000002, 0x00030021,
0x00000003, 0x00000002, 0x00030016, 0x00000006,
0x00000020, 0x00040020, 0x00000007, 0x00000007,
0x00000006, 0x00040021, 0x00000008, 0x00000006,
0x00000007, 0x00040017, 0x0000000c, 0x00000006,
0x00000002, 0x00040020, 0x0000000d, 0x00000007,
0x0000000c, 0x00060021, 0x0000000e, 0x00000006,
0x0000000d, 0x0000000d, 0x00000007, 0x00050021,
0x00000014, 0x00000006, 0x00000007, 0x00000007,
0x0004002b, 0x00000006, 0x00000019, 0x3f800000,
0x00040015, 0x0000003c, 0x00000020, 0x00000000,
0x00040020, 0x0000003d, 0x00000007, 0x0000003c,
0x00040017, 0x0000003f, 0x0000003c, 0x00000003,
0x00040020, 0x00000040, 0x00000001, 0x0000003f,
0x0004003b, 0x00000040, 0x00000041, 0x00000001,
0x0004002b, 0x0000003c, 0x00000042, 0x00000000,
0x00040020, 0x00000043, 0x00000001, 0x0000003c,
0x0003001d, 0x00000047, 0x00000006, 0x0003001e,
0x00000048, 0x00000047, 0x00040020, 0x00000049,
0x00000002, 0x00000048, 0x0004003b, 0x00000049,
0x0000004a, 0x00000002, 0x00040015, 0x0000004b,
0x00000020, 0x00000001, 0x0004002b, 0x0000004b,
0x0000004c, 0x00000000, 0x00040020, 0x0000004d,
0x00000002, 0x00000006, 0x0004002b, 0x0000004b,
0x00000050, 0x00000001, 0x0003001d, 0x00000055,
0x00000006, 0x0003001e, 0x00000056, 0x00000055,
0x00040020, 0x00000057, 0x00000002, 0x00000056,
0x0004003b, 0x00000057, 0x00000058, 0x00000002,
0x0003001d, 0x0000005c, 0x00000006, 0x0003001e,
0x0000005d, 0x0000005c, 0x00040020, 0x0000005e,
0x00000002, 0x0000005d, 0x0004003b, 0x0000005e,
0x0000005f, 0x00000002, 0x0003001d, 0x00000063,
0x00000006, 0x0003001e, 0x00000064, 0x00000063,
0x00040020, 0x00000065, 0x00000002, 0x00000064,
0x0004003b, 0x00000065, 0x00000066, 0x00000002,
0x0003001d, 0x0000006c, 0x00000006, 0x0003001e,
0x0000006d, 0x0000006c, 0x00040020, 0x0000006e,
0x00000002, 0x0000006d, 0x0004003b, 0x0000006e,
0x0000006f, 0x00000002, 0x00040032, 0x00000006,
0x00000080, 0x00000000, 0x0003001d, 0x0000008a,
0x00000006, 0x0003001e, 0x0000008b, 0x0000008a,
0x00040020, 0x0000008c, 0x00000002, 0x0000008b,
0x0004003b, 0x0000008c, 0x0000008d, 0x00000002,
0x0003001d, 0x00000092, 0x00000006, 0x0003001e,
0x00000093, 0x00000092, 0x00040020, 0x00000094,
0x00000002, 0x00000093, 0x0004003b, 0x00000094,
0x00000095, 0x00000002, 0x0004002b, 0x0000003c,
0x00000097, 0x00000001, 0x0003001d, 0x0000009b,
0x00000006, 0x0003001e, 0x0000009c, 0x0000009b,
0x00040020, 0x0000009d, 0x00000002, 0x0000009c,
0x0004003b, 0x0000009d, 0x0000009e, 0x00000002,
0x0003001d, 0x000000a2, 0x00000006, 0x0003001e,
0x000000a3, 0x000000a2, 0x00040020, 0x000000a4,
0x00000002, 0x000000a3, 0x0004003b, 0x000000a4,
0x000000a5, 0x00000002, 0x0006002c, 0x0000003f,
0x000000ad, 0x00000097, 0x00000097, 0x00000097,
0x00050036, 0x00000002, 0x00000004, 0x00000000,
0x00000003, 0x000200f8, 0x00000005, 0x0004003b,
0x0000003d, 0x0000003e, 0x00000007, 0x0004003b,
0x0000000d, 0x00000046, 0x00000007, 0x0004003b,
0x00000007, 0x00000054, 0x00000007, 0x0004003b,
0x0000000d, 0x0000005b, 0x00000007, 0x0004003b,
0x00000007, 0x0000006b, 0x00000007, 0x0004003b,
0x00000007, 0x00000073, 0x00000007, 0x0004003b,
0x0000000d, 0x00000074, 0x00000007, 0x0004003b,
0x0000000d, 0x00000076, 0x00000007, 0x0004003b,
0x00000007, 0x00000078, 0x00000007, 0x0004003b,
0x00000007, 0x0000007b, 0x00000007, 0x0004003b,
0x0000000d, 0x0000007f, 0x00000007, 0x0004003b,
0x00000007, 0x00000086, 0x00000007, 0x0004003b,
0x00000007, 0x000000a7, 0x00000007, 0x0004003b,
0x00000007, 0x000000a9, 0x00000007, 0x00050041,
0x00000043, 0x00000044, 0x00000041, 0x00000042,
0x0004003d, 0x0000003c, 0x00000045, 0x00000044,
0x0003003e, 0x0000003e, 0x00000045, 0x00060041,
0x0000004d, 0x0000004e, 0x0000004a, 0x0000004c,
0x0000004c, 0x0004003d, 0x00000006, 0x0000004f,
0x0000004e, 0x00060041, 0x0000004d, 0x00000051,
0x0000004a, 0x0000004c, 0x00000050, 0x0004003d,
0x00000006, 0x00000052, 0x00000051, 0x00050050,
0x0000000c, 0x00000053, 0x0000004f, 0x00000052,
0x0003003e, 0x00000046, 0x00000053, 0x00060041,
0x0000004d, 0x00000059, 0x00000058, 0x0000004c,
0x0000004c, 0x0004003d, 0x00000006, 0x0000005a,
0x00000059, 0x0003003e, 0x00000054, 0x0000005a,
0x0004003d, 0x0000003c, 0x00000060, 0x0000003e,
0x00060041, 0x0000004d, 0x00000061, 0x0000005f,
0x0000004c, 0x00000060, 0x0004003d, 0x00000006,
0x00000062, 0x00000061, 0x0004003d, 0x0000003c,
0x00000067, 0x0000003e, 0x00060041, 0x0000004d,
0x00000068, 0x00000066, 0x0000004c, 0x00000067,
0x0004003d, 0x00000006, 0x00000069, 0x00000068,
0x00050050, 0x0000000c, 0x0000006a, 0x00000062,
0x00000069, 0x0003003e, 0x0000005b, 0x0000006a,
0x0004003d, 0x0000003c, 0x00000070, 0x0000003e,
0x00060041, 0x0000004d, 0x00000071, 0x0000006f,
0x0000004c, 0x00000070, 0x0004003d, 0x00000006,
0x00000072, 0x00000071, 0x0003003e, 0x0000006b,
0x00000072, 0x0004003d, 0x0000000c, 0x00000075,
0x0000005b, 0x0003003e, 0x00000074, 0x00000075,
0x0004003d, 0x0000000c, 0x00000077, 0x00000046,
0x0003003e, 0x00000076, 0x00000077, 0x0004003d,
0x00000006, 0x00000079, 0x00000054, 0x0003003e,
0x00000078, 0x00000079, 0x00070039, 0x00000006,
0x0000007a, 0x00000012, 0x00000074, 0x00000076,
0x00000078, 0x0003003e, 0x00000073, 0x0000007a,
0x0004003d, 0x00000006, 0x0000007c, 0x00000073,
0x0004003d, 0x00000006, 0x0000007d, 0x0000006b,
0x00050083, 0x00000006, 0x0000007e, 0x0000007c,
0x0000007d, 0x0003003e, 0x0000007b, 0x0000007e,
0x00050088, 0x00000006, 0x00000081, 0x00000019,
0x00000080, 0x0004003d, 0x0000000c, 0x00000082,
0x0000005b, 0x0005008e, 0x0000000c, 0x00000083,
0x00000082, 0x00000081, 0x0004003d, 0x00000006,
0x00000084, 0x0000007b, 0x0005008e, 0x0000000c,
0x00000085, 0x00000083, 0x00000084, 0x0003003e,
0x0000007f, 0x00000085, 0x00050088, 0x00000006,
0x00000087, 0x00000019, 0x00000080, 0x0004003d,
0x00000006, 0x00000088, 0x0000007b, 0x00050085,
0x00000006, 0x00000089, 0x00000087, 0x00000088,
0x0003003e, 0x00000086, 0x00000089, 0x0004003d,
0x0000003c, 0x0000008e, 0x0000003e, 0x00050041,
0x00000007, 0x0000008f, 0x0000007f, 0x00000042,
0x0004003d, 0x00000006, 0x00000090, 0x0000008f,
0x00060041, 0x0000004d, 0x00000091, 0x0000008d,
0x0000004c, 0x0000008e, 0x0003003e, 0x00000091,
0x00000090, 0x0004003d, 0x0000003c, 0x00000096,
0x0000003e, 0x00050041, 0x00000007, 0x00000098,
0x0000007f, 0x00000097, 0x0004003d, 0x00000006,
0x00000099, 0x00000098, 0x00060041, 0x0000004d,
0x0000009a, 0x00000095, 0x0000004c, 0x00000096,
0x0003003e, 0x0000009a, 0x00000099, 0x0004003d,
0x0000003c, 0x0000009f, 0x0000003e, 0x0004003d,
0x00000006, 0x000000a0, 0x00000086, 0x00060041,
0x0000004d, 0x000000a1, 0x0000009e, 0x0000004c,
0x0000009f, 0x0003003e, 0x000000a1, 0x000000a0,
0x0004003d, 0x0000003c, 0x000000a6, 0x0000003e,
0x0004003d, 0x00000006, 0x000000a8, 0x00000073,
0x0003003e, 0x000000a7, 0x000000a8, 0x0004003d,
0x00000006, 0x000000aa, 0x0000006b, 0x0003003e,
0x000000a9, 0x000000aa, 0x00060039, 0x00000006,
0x000000ab, 0x00000017, 0x000000a7, 0x000000a9,
0x00060041, 0x0000004d, 0x000000ac, 0x000000a5,
0x0000004c, 0x000000a6, 0x0003003e, 0x000000ac,
0x000000ab, 0x000100fd, 0x00010038, 0x00050036,
0x00000006, 0x0000000a, 0x00000000, 0x00000008,
0x00030037, 0x00000007, 0x00000009, 0x000200f8,
0x0000000b, 0x0004003d, 0x00000006, 0x0000001a,
0x00000009, 0x0004007f, 0x00000006, 0x0000001b,
0x0000001a, 0x0006000c, 0x00000006, 0x0000001c,
0x00000001, 0x0000001b, 0x0000001b, 0x00050081,
0x00000006, 0x0000001d, 0x00000019, 0x0000001c,
0x00050088, 0x00000006, 0x0000001e, 0x00000019,
0x0000001d, 0x000200fe, 0x0000001e, 0x00010038,
0x00050036, 0x00000006, 0x00000012, 0x00000000,
0x0000000e, 0x00030037, 0x0000000d, 0x0000000f,
0x00030037, 0x0000000d, 0x00000010, 0x00030037,
0x00000007, 0x00000011, 0x000200f8, 0x00000013,
0x0004003b, 0x00000007, 0x00000021, 0x00000007,
0x0004003b, 0x00000007, 0x00000027, 0x00000007,
0x0004003b, 0x00000007, 0x00000028, 0x00000007,
0x0004003d, 0x0000000c, 0x00000022, 0x00000010,
0x0004003d, 0x0000000c, 0x00000023, 0x0000000f,
0x00050094, 0x00000006, 0x00000024, 0x00000022,
0x00000023, 0x0004003d, 0x00000006, 0x00000025,
0x00000011, 0x00050081, 0x00000006, 0x00000026,
0x00000024, 0x00000025, 0x0003003e, 0x00000021,
0x00000026, 0x0004003d, 0x00000006, 0x00000029,
0x00000021, 0x0003003e, 0x00000028, 0x00000029,
0x00050039, 0x00000006, 0x0000002a, 0x0000000a,
0x00000028, 0x0003003e, 0x00000027, 0x0000002a,
0x0004003d, 0x00000006, 0x0000002b, 0x00000027,
0x000200fe, 0x0000002b, 0x00010038, 0x00050036,
0x00000006, 0x00000017, 0x00000000, 0x00000014,
0x00030037, 0x00000007, 0x00000015, 0x00030037,
0x00000007, 0x00000016, 0x000200f8, 0x00000018,
0x0004003d, 0x00000006, 0x0000002e, 0x00000016,
0x0004003d, 0x00000006, 0x0000002f, 0x00000015,
0x0006000c, 0x00000006, 0x00000030, 0x00000001,
0x0000001c, 0x0000002f, 0x00050085, 0x00000006,
0x00000031, 0x0000002e, 0x00000030, 0x0004003d,
0x00000006, 0x00000032, 0x00000016, 0x00050083,
0x00000006, 0x00000033, 0x00000019, 0x00000032,
0x0004003d, 0x00000006, 0x00000034, 0x00000015,
0x00050083, 0x00000006, 0x00000035, 0x00000019,
0x00000034, 0x0006000c, 0x00000006, 0x00000036,
0x00000001, 0x0000001c, 0x00000035, 0x00050085,
0x00000006, 0x00000037, 0x00000033, 0x00000036,
0x00050081, 0x00000006, 0x00000038, 0x00000031,
0x00000037, 0x0004007f, 0x00000006, 0x00000039,
0x00000038, 0x000200fe, 0x00000039, 0x00010038 };
} // namespace kp

28
src/shaders/glsl/ShaderOpMult.comp Normal file
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#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 (constant_id = 0) const uint LEN_LHS = 0;
layout (constant_id = 1) const uint LEN_RHS = 0;
layout (constant_id = 2) const uint LEN_OUT = 0;
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];
}

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src/shaders/glsl/ShaderOpMult.hpp.in Normal file
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#pragma once
#include <array>
#include <cstdint>
namespace kp {
const std::array<uint32_t, 366> SHADEROPMULT_COMP_SPV = {
0x07230203, 0x00010000, 0x0008000a, 0x0000002e,
0x00000000, 0x00020011, 0x00000001, 0x0006000b,
0x00000001, 0x4c534c47, 0x6474732e, 0x3035342e,
0x00000000, 0x0003000e, 0x00000000, 0x00000001,
0x0006000f, 0x00000005, 0x00000004, 0x6e69616d,
0x00000000, 0x0000000b, 0x00060010, 0x00000004,
0x00000011, 0x00000001, 0x00000001, 0x00000001,
0x00030003, 0x00000002, 0x000001c2, 0x00040005,
0x00000004, 0x6e69616d, 0x00000000, 0x00040005,
0x00000008, 0x65646e69, 0x00000078, 0x00080005,
0x0000000b, 0x475f6c67, 0x61626f6c, 0x766e496c,
0x7461636f, 0x496e6f69, 0x00000044, 0x00060005,
0x00000012, 0x736e6574, 0x754f726f, 0x74757074,
0x00000000, 0x00070006, 0x00000012, 0x00000000,
0x756c6176, 0x754f7365, 0x74757074, 0x00000000,
0x00030005, 0x00000014, 0x00000000, 0x00050005,
0x00000019, 0x736e6574, 0x684c726f, 0x00000073,
0x00060006, 0x00000019, 0x00000000, 0x756c6176,
0x684c7365, 0x00000073, 0x00030005, 0x0000001b,
0x00000000, 0x00050005, 0x00000021, 0x736e6574,
0x6852726f, 0x00000073, 0x00060006, 0x00000021,
0x00000000, 0x756c6176, 0x68527365, 0x00000073,
0x00030005, 0x00000023, 0x00000000, 0x00040005,
0x00000029, 0x5f4e454c, 0x0053484c, 0x00040005,
0x0000002a, 0x5f4e454c, 0x00534852, 0x00040005,
0x0000002b, 0x5f4e454c, 0x0054554f, 0x00040047,
0x0000000b, 0x0000000b, 0x0000001c, 0x00040047,
0x00000011, 0x00000006, 0x00000004, 0x00050048,
0x00000012, 0x00000000, 0x00000023, 0x00000000,
0x00030047, 0x00000012, 0x00000003, 0x00040047,
0x00000014, 0x00000022, 0x00000000, 0x00040047,
0x00000014, 0x00000021, 0x00000002, 0x00040047,
0x00000018, 0x00000006, 0x00000004, 0x00050048,
0x00000019, 0x00000000, 0x00000023, 0x00000000,
0x00030047, 0x00000019, 0x00000003, 0x00040047,
0x0000001b, 0x00000022, 0x00000000, 0x00040047,
0x0000001b, 0x00000021, 0x00000000, 0x00040047,
0x00000020, 0x00000006, 0x00000004, 0x00050048,
0x00000021, 0x00000000, 0x00000023, 0x00000000,
0x00030047, 0x00000021, 0x00000003, 0x00040047,
0x00000023, 0x00000022, 0x00000000, 0x00040047,
0x00000023, 0x00000021, 0x00000001, 0x00040047,
0x00000029, 0x00000001, 0x00000000, 0x00040047,
0x0000002a, 0x00000001, 0x00000001, 0x00040047,
0x0000002b, 0x00000001, 0x00000002, 0x00040047,
0x0000002d, 0x0000000b, 0x00000019, 0x00020013,
0x00000002, 0x00030021, 0x00000003, 0x00000002,
0x00040015, 0x00000006, 0x00000020, 0x00000000,
0x00040020, 0x00000007, 0x00000007, 0x00000006,
0x00040017, 0x00000009, 0x00000006, 0x00000003,
0x00040020, 0x0000000a, 0x00000001, 0x00000009,
0x0004003b, 0x0000000a, 0x0000000b, 0x00000001,
0x0004002b, 0x00000006, 0x0000000c, 0x00000000,
0x00040020, 0x0000000d, 0x00000001, 0x00000006,
0x00030016, 0x00000010, 0x00000020, 0x0003001d,
0x00000011, 0x00000010, 0x0003001e, 0x00000012,
0x00000011, 0x00040020, 0x00000013, 0x00000002,
0x00000012, 0x0004003b, 0x00000013, 0x00000014,
0x00000002, 0x00040015, 0x00000015, 0x00000020,
0x00000001, 0x0004002b, 0x00000015, 0x00000016,
0x00000000, 0x0003001d, 0x00000018, 0x00000010,
0x0003001e, 0x00000019, 0x00000018, 0x00040020,
0x0000001a, 0x00000002, 0x00000019, 0x0004003b,
0x0000001a, 0x0000001b, 0x00000002, 0x00040020,
0x0000001d, 0x00000002, 0x00000010, 0x0003001d,
0x00000020, 0x00000010, 0x0003001e, 0x00000021,
0x00000020, 0x00040020, 0x00000022, 0x00000002,
0x00000021, 0x0004003b, 0x00000022, 0x00000023,
0x00000002, 0x00040032, 0x00000006, 0x00000029,
0x00000000, 0x00040032, 0x00000006, 0x0000002a,
0x00000000, 0x00040032, 0x00000006, 0x0000002b,
0x00000000, 0x0004002b, 0x00000006, 0x0000002c,
0x00000001, 0x0006002c, 0x00000009, 0x0000002d,
0x0000002c, 0x0000002c, 0x0000002c, 0x00050036,
0x00000002, 0x00000004, 0x00000000, 0x00000003,
0x000200f8, 0x00000005, 0x0004003b, 0x00000007,
0x00000008, 0x00000007, 0x00050041, 0x0000000d,
0x0000000e, 0x0000000b, 0x0000000c, 0x0004003d,
0x00000006, 0x0000000f, 0x0000000e, 0x0003003e,
0x00000008, 0x0000000f, 0x0004003d, 0x00000006,
0x00000017, 0x00000008, 0x0004003d, 0x00000006,
0x0000001c, 0x00000008, 0x00060041, 0x0000001d,
0x0000001e, 0x0000001b, 0x00000016, 0x0000001c,
0x0004003d, 0x00000010, 0x0000001f, 0x0000001e,
0x0004003d, 0x00000006, 0x00000024, 0x00000008,
0x00060041, 0x0000001d, 0x00000025, 0x00000023,
0x00000016, 0x00000024, 0x0004003d, 0x00000010,
0x00000026, 0x00000025, 0x00050085, 0x00000010,
0x00000027, 0x0000001f, 0x00000026, 0x00060041,
0x0000001d, 0x00000028, 0x00000014, 0x00000016,
0x00000017, 0x0003003e, 0x00000028, 0x00000027,
0x000100fd, 0x00010038 };
} // namespace kp

29
src/shaders/hlsl/computeheadless.comp Normal file
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// Copyright 2020 Google LLC
RWStructuredBuffer<uint> values : register(u0);
[[vk::constant_id(0)]] const uint BUFFER_ELEMENTS = 32;
uint fibonacci(uint n) {
if(n <= 1){
return n;
}
uint curr = 1;
uint prev = 1;
for(uint i = 2; i < n; ++i) {
uint temp = curr;
curr += prev;
prev = temp;
}
return curr;
}
[numthreads(1, 1, 1)]
void main(uint3 GlobalInvocationID : SV_DispatchThreadID)
{
uint index = GlobalInvocationID.x;
if (index >= BUFFER_ELEMENTS)
return;
values[index] = fibonacci(values[index]);
}