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33
thesis/chapters/conceptdesign.tex
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thesis/chapters/conceptdesign.tex
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\chapter{Concept and Design}
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\label{cha:conceptdesign}
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introduction to what needs to be done. also clarify terms "Host" and "Device" here
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\section[Requirements]{Requirements and Data}
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short section.
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Multiple expressions; vars for all expressions; params unique to expression; operators that need to be supported
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\section{Interpreter}
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as introduction to this section talk about what "interpreter" means in this context. so "gpu parses expr and calculates"
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\subsection{Architecture}
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talk about the coarse grained architecture on how the interpreter will work. (.5 to 1 page probably)
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\subsection{Host}
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talk about the steps taken to prepare for GPU interpretation
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\subsection{Device}
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talk about how the actual interpreter will be implemented
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\section{Transpiler}
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as introduction to this section talk about what "transpiler" means in this context. so "cpu takes expressions and generates ptx for gpu execution"
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\subsection{Architecture}
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talk about the coarse grained architecture on how the transpiler will work. (.5 to 1 page probably)
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\subsection{Host}
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talk about how the transpiler is implemented
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\subsection{Device}
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talk about what the GPU does. short section since the gpu does not do much
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7
thesis/chapters/conclusion.tex
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7
thesis/chapters/conclusion.tex
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\chapter[Conclusion]{Conclusion and Future Work}
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\label{cha:conclusion}
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Summarise the results
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\section{Future Work}
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talk about what can be improved
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14
thesis/chapters/evaluation.tex
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thesis/chapters/evaluation.tex
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\chapter{Evaluation}
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\label{cha:evaluation}
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\section{Test environment}
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Explain the hardware used, as well as the actual data (how many expressions, variables etc.)
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\section{Results}
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talk about what we will see now (results only for interpreter, then transpiler and then compared with each other and a CPU interpreter)
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\subsection{Interpreter}
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Results only for Interpreter
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\subsection{Transpiler}
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Results only for Transpiler
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\subsection{Comparison}
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Comparison of Interpreter and Transpiler as well as Comparing the two with CPU interpreter
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13
thesis/chapters/implementation.tex
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thesis/chapters/implementation.tex
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\chapter{Implementation}
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\label{cha:implementation}
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\section{Technologies}
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Short section; CUDA, PTX, Julia, CUDA.jl
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Probably reference the performance evaluation papers for Julia and CUDA.jl
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\section{Interpreter}
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Talk about how the interpreter has been developed.
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\section{Transpiler}
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Talk about how the transpiler has been developed
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10
thesis/chapters/introduction.tex
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thesis/chapters/introduction.tex
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\chapter{Introduction}
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\label{cha:Introduction}
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Introduction into topic and why someone would want to evaluate expressions on the GPU. Also include "Non-Goals"
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\section[Research Question]{Research Question and Methodology}
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What are the research questions and how they will be answered
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\section{Overview}
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Will give an overview of the chapters and what to expect
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19
thesis/chapters/relwork.tex
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thesis/chapters/relwork.tex
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\chapter{Fundamentals and Related Work}
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\label{cha:relwork}
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\section{Equation learning}
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Section describing what equation learning is and why it is relevant for the thesis
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\section[GPGPU]{General Purpose Computation on Graphics Processing Units}
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Describe what GPGPU is and how it differs from classical programming. talk about architecture (SIMD) and some scientific papers on how they use GPUs to accelerate tasks
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\subsection[PTX]{Parallel Thread Execution}
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Describe what PTX is to get a common ground for the implementation chapter. Probably a short section
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\section{GPU Interpretation}
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Different sources on how to do interpretation on the gpu (and maybe interpretation in general too?)
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\section{Transpiler}
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talk about what transpilers are and how to implement them. If possible also gpu specific transpilation. Also talk about compilation and register management. and probably find a better title
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