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Showing result 1 - 5 of 35 essays matching the above criteria.

  1. 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)

    Author : Lucas Alava Peña; [2023]
    Keywords : Instruction Scheduling; Deep reinforcement Learning; Compilers; Graph Convolutional Networks; Schemaläggning av instruktioner; Deep Reinforcement Learning; kompilatorer; grafkonvolutionella nätverk;

    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

  3. 2. Acoarse grain reconfigurable memory architecture for linear algebra and deep neural networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Cyril Armand Koenig; [2022]
    Keywords : ;

    Abstract : Companies and institutions around the world have been working to develop machines with always more computing power. This race has now found its new objective: hexascale computing (with 1018 flops machines). READ MORE

  4. 3. HANDOVER OF PROTECTIONFUNCTIONS IN A HETEROGENOUSSYSTEM TO IMPROVE EFFICIENCY

    University essay from Mälardalens universitet/Inbyggda system

    Author : Marina Lopez Murcia; [2022]
    Keywords : ;

    Abstract : Electricity is an essential element in today’s society, and to ensure its availability, Intelligent Electronic Devices (IEDs) are installed in power grids to detect and isolate faults by running protectionfunctions. These devices run very complex configurations with strong real-time requirements, andcan reach very high CPU utilisation’s that might affect timing requirements. READ MORE

  5. 4. Rapid Estimation of Energy Consumption for Embedded Software

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Benjamin Olayinka; [2019]
    Keywords : ;

    Abstract : Energy consumption is an important parameter very early in the design phase for embedded systems, especially battery powered systems. To obtain a cycle-accurate estimation of a program’s energy consumption, the program must be compiled and simulated on the target architecture, but this requires a hardware specification and complete code which may not be available early in the design phase. READ MORE

  6. 5. Parallel Instruction Decoding for DSP Controllers with Decoupled Execution Units

    University essay from Linköpings universitet/Datorteknik

    Author : Andreas Pettersson; [2019]
    Keywords : superscalar; VLIW; SIMT; computer architecture; DSP;

    Abstract : Applications run on embedded processors are constantly evolving. They are for the most part growing more complex and the processors have to increase their performance to keep up. In this thesis, an embedded DSP SIMT processor with decoupled execution units is under investigation. READ MORE