high performance computing on graphics processing units: hgpu.org

hgpu.org » Thesis

CFD Simulation of Jet Cooling and Implementation of Flow Solvers in GPU

Md. Lokman Hosain

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Tags: Finite volume method, Fluid dynamics, nVidia, OpenCL, Tesla C2075, Thesis

July 2, 2013 by hgpu

Exploiting multi-level parallelism in streaming applications for heterogeneous platforms with GPUs

Ana Balevic

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Tags: Code generation, Compilers, Computer science, CUDA, Data parallelism, Heterogeneous systems, nVidia, Tesla C2050, Thesis

July 1, 2013 by hgpu

A model of dynamic compilation for heterogeneous compute platforms

Andrew Kerr

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Tags: Computer science, CUDA, Heterogeneous systems, nVidia, nVidia GeForce 9800 GX2, nVidia GeForce GTX 280, OpenCL, PTX, Thesis

June 29, 2013 by hgpu

Adaptation of algorithms for underwater sonar data processing to GPU-based systems

Patricia Sundin

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Tags: Algorithms, CUDA, Earth and Space Sciences, nVidia, nVidia Quadro K5000, OpenCL, Tesla K20, Thesis

June 29, 2013 by hgpu

Betatron tune measurement with the LHC damper using a GPU

Frederic Dubouchet

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Tags: CUDA, FFT, Hadronic Colliders, High Energy Physics - Experiment, nVidia, Physics, Thesis

June 29, 2013 by hgpu

Towards Rapid Prototyping of Parallel and HPC Applications (GPU Focus)

Mohammed S. Al-Mahfoudh

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Tags: Benchmarking, Computer science, CUDA, nVidia, nVidia GeForce GTX 440, Thesis

June 28, 2013 by hgpu

String Algorithm on GPGPU

Ong Wen Mei

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Tags: Algorithms, Bloom filter, Computer science, CUDA, Data parallelism, nVidia, nVidia GeForce GT 530, nVidia Quadro FX 4000, String matching, Thesis

June 25, 2013 by hgpu

GPU Implementation of the Particle Filter

Joakim Gebart

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Tags: Algorithms, Computer science, CUDA, Filtering, nVidia, nVidia GeForce GTX 570, Particle filtering, Pseudo-random number generators, Thesis

June 24, 2013 by hgpu

Integrating Two-Way Interaction Between Fluids and Rigid Bodies in the Real-Time Particle Systems Library

Andrew Stephen Young

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Tags: CUDA, Fluid dynamics, nVidia, nVidia GeForce GTX 480, Rendering, Thesis

June 24, 2013 by hgpu

Non-Uniformly Partitioned Block Convolution on Graphics Processing Units

Maryam Sadreddini

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Tags: Algorithms, Computational Complexity, Computer science, nVidia, nVidia GeForce GTX 560 Ti, OpenCL, Thesis

June 23, 2013 by hgpu

Virtualization and Migration with GPGPUs

Mathias Gottschlag

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Tags: Cloud, Computer science, CUDA, nVidia, nVidia GeForce GTX 480, Thesis, Virtualization

June 22, 2013 by hgpu

Parallel Language Programming In Different Platforms

Pau Vila Fernández

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Tags: Computer science, CUDA, OpenACC, OpenCL, Programming Languages, Thesis

June 21, 2013 by hgpu

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

BoltzGen:Toward Universal Binder Design

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

Accurate Models of NVIDIA Tensor Cores

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

TritonForge: Profiling-Guided Framework for Automated Triton Kernel Optimization

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

tritonBLAS: Triton-based Analytical Approach for GEMM Kernel Parameter Selection

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high performance computing on graphics processing units: hgpu.org

CFD Simulation of Jet Cooling and Implementation of Flow Solvers in GPU

Exploiting multi-level parallelism in streaming applications for heterogeneous platforms with GPUs

A model of dynamic compilation for heterogeneous compute platforms

Adaptation of algorithms for underwater sonar data processing to GPU-based systems

Betatron tune measurement with the LHC damper using a GPU

Towards Rapid Prototyping of Parallel and HPC Applications (GPU Focus)

String Algorithm on GPGPU

GPU Implementation of the Particle Filter

Integrating Two-Way Interaction Between Fluids and Rigid Bodies in the Real-Time Particle Systems Library

Non-Uniformly Partitioned Block Convolution on Graphics Processing Units

Parallel Language Programming In Different Platforms

Recent source codes

SeedFold: Scaling Biomolecular Structure Prediction

Tilus: A Tile-Level GPU Kernel Programming Language

Memory-Efficient Acceleration of Block Low-Rank Foundation Models on Resource Constrained GPUs

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

BoltzGen:Toward Universal Binder Design

cuPilot: A Strategy-Coordinated Multi-agent Framework for CUDA Kernel Evolution

MATLAB Tensor Core models

TritonForge: Transform PyTorch Operations into Optimized GPU Kernels with LLMs

RLTune: Hybrid Learning and Optimization-Based Dynamic Scheduling for DL Workloads on Heterogeneous GPU Clusters

tritonBLAS: A Lightweight Triton-based General Matrix Multiplication (GEMM) Library

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