文件列表:

Assignments/ (0, 2021-02-01)
Assignments/ProblemSet1/ (0, 2021-02-01)
Assignments/ProblemSet1/MatAdd.cu (6951, 2021-02-01)
Assignments/ProblemSet1/analysis.xlsx (28425, 2021-02-01)
Assignments/ProblemSet1/hw1_2020.pdf (80320, 2021-02-01)
Assignments/ProblemSet1/r08244002_ps1.pdf (559680, 2021-02-01)
Assignments/ProblemSet1/result/ (0, 2021-02-01)
Assignments/ProblemSet1/result/10x10.png (39895, 2021-02-01)
Assignments/ProblemSet1/result/16x16.png (39238, 2021-02-01)
Assignments/ProblemSet1/result/20x20.png (39740, 2021-02-01)
Assignments/ProblemSet1/result/32x32.png (39948, 2021-02-01)
Assignments/ProblemSet1/result/4x4.png (38713, 2021-02-01)
Assignments/ProblemSet1/result/8x8.png (39185, 2021-02-01)
Assignments/ProblemSet1/vecAdd.cu (5248, 2021-02-01)
Assignments/ProblemSet10/ (0, 2021-02-01)
Assignments/ProblemSet10/Notes_poisson_3d_deltax.txt (529, 2021-02-01)
Assignments/ProblemSet10/hw10_2020.pdf (80257, 2021-02-01)
Assignments/ProblemSet10/plot.py (1031, 2021-02-01)
Assignments/ProblemSet10/plot_new.py (1035, 2021-02-01)
Assignments/ProblemSet10/poisson_3d.cu (5233, 2021-02-01)
Assignments/ProblemSet10/poisson_3d_deltax.cu (5403, 2021-02-01)
Assignments/ProblemSet10/r08244002_ps10.pdf (700735, 2021-02-01)
Assignments/ProblemSet10/result/ (0, 2021-02-01)
Assignments/ProblemSet10/result/deltaX=0.5.png (33352, 2021-02-01)
Assignments/ProblemSet10/result/phi.txt (700, 2021-02-01)
Assignments/ProblemSet10/result/phi_new-2.txt (680, 2021-02-01)
Assignments/ProblemSet10/result/phi_new.txt (1705, 2021-02-01)
Assignments/ProblemSet10/result/result.png (31211, 2021-02-01)
Assignments/ProblemSet2/ (0, 2021-02-01)
Assignments/ProblemSet2/findMax.cu (6735, 2021-02-01)
Assignments/ProblemSet2/findMax_Optimize.cu (6475, 2021-02-01)
Assignments/ProblemSet2/hw2_2020.pdf (79799, 2021-02-01)
Assignments/ProblemSet2/r08244002_ps2.pdf (657957, 2021-02-01)
Assignments/ProblemSet2/result/ (0, 2021-02-01)
Assignments/ProblemSet2/result/BlockSize_GridSize_SpeedUp.jpg (40779, 2021-02-01)
Assignments/ProblemSet2/result/GPUonly.jpg (36870, 2021-02-01)
Assignments/ProblemSet2/result/OutputGrid.jpg (44687, 2021-02-01)
Assignments/ProblemSet2/result/optimize_result_-O2.txt (2999, 2021-02-01)
Assignments/ProblemSet2/result/optimize_result_noFlag.txt (1999, 2021-02-01)
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# CUDA_Parallel_Programming Course _CUDA Parallel Programming_ from NTU. ## Quick Search and Tags * Assignments | Folder | Tags | CUDA | |:--------------:|:--------------------------------------------------------------:|:---------------------------------------------:| | Problem Set 1 | Vector Addition, Matrix Addition | | | Problem Set 2 | Find Maximum, Dot Product, Vector Addition | Shared Memory, Parallel Reduction, Multi-GPUs | | Problem Set 3 | Laplace Equation | Texture Memory | | Problem Set 4 | Dot Product | Shared Memory, Parallel Reduction, Multi-GPUs | | Problem Set 5 | Heat Diffusion | Multi-GPUs | | Problem Set 6 | Random Number, Histogram | Shared Memory | | Problem Set 7 | Monte Carlo Integration, Simple Sampling, Metropolis Algorithm | cuRAND | | Problem Set 8 | Multigrids Method | | | Problem Set 9 | Ising Model | Multi-GPUs | | Problem Set 10 | Poisson Equation | cuFFT | ## Assignments Problem sets are named as `hwX_2020.pdf`, my reports are named as `r08244002_psX.pdf`. ### Problem Set 1 * Vector Addition * Matrix Addition ### Problem Set 2 * Find Maximum * Parallel Reduction * Dot Product * Parallel Reduction * Vector Addition * Add two arbitrary large vector together. * Work with multiple GPUs. ### Problem Set 3 * Laplace Equation on 2D lattice * Solve laplace equation on the lattice. * CPU only * GPU with device memory * GPU with texture memory * Laplace Equation on 2D lattice with boundary condition * Solve laplace equation on the lattice. * CPU only * GPU with device memory * GPU with texture memory * Laplace Equation on 3D lattice with boundary condition * Solve laplace equation on the lattice. * CPU only * GPU with device memory * GPU with texture memory ### Problem Set 4 * Dot Product * Parallel Reduction * Work with multiple GPUs. ### Problem Set 5 * Heat Diffusion * Solve for the thermal equilibrium temperature distribution on a square plate. * Work with multiple GPUs. ### Problem Set 6 * Random Number * Generate random numbers with exponential decay distribution e^-x. * Histogram * Collect a series of data, and build a histogram. * CPU * GPU with global memory * GPU with shared memory ### Problem Set 7 * Monte Carlo Integration * Do integration in 10-dim * CPU only * Simple Sampling * Metropolis Algorithm * Work with multiple GPUs. * Simple Sampling * Metropolis Algorithm ### Problem Set 8 * Multigrids Method * Project  ### Problem Set 9 * 2D Ising Model on a Torus * Simulation of 2D Ising model on a torus * CPU only * Work with multiple GPUs. * Do measurements and estimate the errors * Energy * Magnetization ### Problem Set 10 * Poisson Equation * Solve Poisson Equation using FFT * GPU, cuFFT

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