Essays about: "instruktionsschemaläggning"
Found 5 essays containing the word instruktionsschemaläggning.
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1. Machine Learning-Based Instruction Scheduling for a DSP Architecture Compiler : Instruction Scheduling using Deep Reinforcement Learning and Graph Convolutional Networks
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Instruction Scheduling is a back-end compiler optimisation technique that can provide significant performance gains. It refers to ordering instructions in a particular order to reduce latency for processors with instruction-level parallelism. READ MORE
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2. Register Caching for Energy Efficient GPGPU Tensor Core Computing
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The General-Purpose GPU (GPGPU) has emerged as the predominant computing device for extensive parallel workloads in the fields of Artificial Intelligence (AI) and Scientific Computing, primarily owing to its adoption of the Single Instruction Multiple Thread architecture, which not only provides a wealth of thread context but also effectively hide the latencies exposed in the single threads executions. As computational demands have evolved, modern GPGPUs have incorporated specialized matrix engines, e. READ MORE
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3. A Systematic Approach to Automated Software Diversity Using Unison
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Unison is a tool that combines instruction scheduling and register allocation as a single combinatorial problem and solves it using constraint programming, which is a programming paradigm for systematically solving combinatorial problems. Automated software diversity is the process of automatically providing diverse executables in an effort to break so called gadgets, which are short instruction sequences that together make up an attack vector. READ MORE
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4. Evaluating Unison's Speedup Estimation : An experimental study of the estimated speedup of code generated by Unison for the Hexagon DSP
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : Unison is a code generator integrated into the LLVM compilation chain which solves the problem of instruction scheduling and register allocation in conjunction as a constraint optimization problem, producing possibly optimal code. The solution from LLVM of the very same problem acts as a baseline for the code generated by Unison, and along with an improved version of the code is an estimation of the speedup compared to the baseline given by Unison. READ MORE
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5. Random Testing of Code Generation in Compilers
University essay from KTH/Skolan för informations- och kommunikationsteknik (ICT)Abstract : Compilers are a necessary tool for all software development. As modern compilers are large and complex systems, ensuring that the code they produce is accurate and correct is a vital but arduous task. Correctness of the code generation stage is important. READ MORE
