PyCUDA swMATH ID: 9005 Software Authors: NVIDIA Description: PyCUDA gives you easy, Pythonic access to Nvidia‘s CUDA parallel computation API. Several wrappers of the CUDA API already exist–so why the need for PyCUDA? Object cleanup tied to lifetime of objects. This idiom, often called RAII in C++, makes it much easier to write correct, leak- and crash-free code. PyCUDA knows about dependencies, too, so (for example) it won’t detach from a context before all memory allocated in it is also freed. Convenience. Abstractions like pycuda.compiler.SourceModule and pycuda.gpuarray.GPUArray make CUDA programming even more convenient than with Nvidia’s C-based runtime. Completeness. PyCUDA puts the full power of CUDA’s driver API at your disposal, if you wish. Automatic Error Checking. All CUDA errors are automatically translated into Python exceptions. Speed. PyCUDA’s base layer is written in C++, so all the niceties above are virtually free. Helpful Documentation. You’re looking at it. ;) Homepage: http://documen.tician.de/pycuda/ Dependencies: CUDA Related Software: PyOpenCL; CUDA; Python; OpenCL; SciPy; NumPy; CUBLAS; mpi4py; ParaView; Mako; Matplotlib; GitHub; Numba; gputools; TensorFlow; PyTorch; Julia; CUSPARSE; MKL; VTK Cited in: 23 Documents all top 5 Cited by 87 Authors 2 Vincent, Peter E. 2 Witherden, Freddie D. 1 Agarwal, Arpit 1 Albers, Tony 1 Barba, Lorena A. 1 Bardhan, Jaydeep P. 1 Baty, Hubert 1 Beck, Tilmann 1 Bhargava, Rohit 1 Bhosale, Aditya 1 Boys, B. 1 Bresler, Yoram 1 Carney, P. Scott 1 Cisternas, Jaime E. 1 Cooper, Christopher D. H. 1 Cottet, Georges-Henri 1 Dinesh, A. 1 Drui, Florence 1 Dutt, Arkopal 1 Essadki, Mohamed 1 Etancelin, Jean-Matthieu 1 Farrington, A. M. 1 Franck, Emmanuel 1 Girolami, Mark A. 1 Govind, Rahul 1 Gräf, Manuel 1 Grafke, Tobias 1 Habring, Andreas 1 Helluy, Philippe 1 Hielscher, Ralf 1 Holler, Martin 1 Holm, Håvard Heitlo 1 Hornikx, Maarten 1 Januszewski, M. 1 Jung, Jonathan 1 Kaushik, Chandrashekhar 1 Kaushik, Rohan 1 Kim, Sang Cheol 1 Klingenberg, Christian 1 Knepley, Matthew G. 1 Ko, Seyoon 1 Kostur, Marcin 1 Krijnen, Thomas 1 Kumar, Anshuman 1 Kurapati, Vikas 1 Larat, Adam 1 Lazar, Aurel A. 1 Lee, Seunghwan 1 Li, Xue 1 Liesegang, Moritz 1 Lysenko, Mikola 1 Menon, Dileep 1 Merrison-Hort, Robert 1 Muta, Abhinav 1 Negi, Pawan 1 Nelaturi, Saigopal 1 Neumayer, Sebastian 1 Pandey, Pankaj 1 Patil, Mrinalgouda 1 Pelletier, Milan 1 Pérignon, Franck 1 Perrier, Vincent 1 Pfister, Luke 1 Picard, Christophe 1 Puri, Kunal 1 Radons, Günter 1 Ramachandran, Prabhu 1 Sætra, Martin Lilleeng 1 Sanka, Suraj 1 Schiavazzi, Daniele E. 1 Schorlepp, Timo 1 Sebastian, Amal S. 1 Sen, Ananyo 1 Shapiro, Vadim 1 Stadler, Georg 1 Steidl, Gabriele 1 Tavker, Deep 1 Terrel, Andy R. 1 Thanhäuser, Lukas 1 Tong, Shanyin 1 van Harten, Louis 1 van Leeuwen, Peter Jan 1 Vermeire, Brian C. 1 Won, Joongho 1 Yu, Donghyeon 1 Zhou, Hua 1 Zhou, Yiyin all top 5 Cited in 19 Serials 4 Computer Physics Communications 2 ACM Transactions on Mathematical Software 1 Computers and Fluids 1 Computer Methods in Applied Mechanics and Engineering 1 Inverse Problems 1 Chaos, Solitons and Fractals 1 Applied Mathematics and Computation 1 Computer Aided Geometric Design 1 Statistical Science 1 Computational Mechanics 1 Neural Networks 1 Computational Statistics 1 International Journal of Bifurcation and Chaos in Applied Sciences and Engineering 1 European Series in Applied and Industrial Mathematics (ESAIM): Mathematical Modelling and Numerical Analysis 1 SIAM Journal on Imaging Sciences 1 Statistics and Computing 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 1 SIAM Journal on Mathematics of Data Science 1 Journal of Computational Physics: X all top 5 Cited in 15 Fields 13 Numerical analysis (65-XX) 6 Fluid mechanics (76-XX) 4 Partial differential equations (35-XX) 4 Mechanics of deformable solids (74-XX) 3 Statistics (62-XX) 3 Biology and other natural sciences (92-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Computer science (68-XX) 2 Information and communication theory, circuits (94-XX) 1 Ordinary differential equations (34-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Geometry (51-XX) 1 Probability theory and stochastic processes (60-XX) 1 Optics, electromagnetic theory (78-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year