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CuPy shares the same API set as NumPy and SciPy, allowing it to be a drop-in replacement to run NumPy/SciPy code on GPU. CuPy supports Nvidia CUDA GPU platform, and AMD ROCm GPU platform starting in v9.0. [4] [5] CuPy has been initially developed as a backend of Chainer deep learning framework, and later established as an independent project in ...
CUDA provides both a low level API (CUDA Driver API, non single-source) and a higher level API (CUDA Runtime API, single-source). The initial CUDA SDK was made public on 15 February 2007, for Microsoft Windows and Linux. Mac OS X support was later added in version 2.0, [18] which supersedes the beta released February 14, 2008. [19]
shared, read-only memory.global global memory, shared by all threads.local local memory, private to each thread.param parameters passed to the kernel.shared memory shared between threads in a block.tex global texture memory (deprecated) Shared memory is declared in the PTX file via lines at the start of the form:
CUDA code runs on both the central processing unit (CPU) and graphics processing unit (GPU). NVCC separates these two parts and sends host code (the part of code which will be run on the CPU) to a C compiler like GNU Compiler Collection (GCC) or Intel C++ Compiler (ICC) or Microsoft Visual C++ Compiler, and sends the device code (the part which will run on the GPU) to the GPU.
rCUDA, which stands for Remote CUDA, is a type of middleware software framework for remote GPU virtualization. Fully compatible with the CUDA application programming interface ( API ), it allows the allocation of one or more CUDA-enabled GPUs to a single application.
Kaggle is a data science competition platform and online community for data scientists and machine learning practitioners under Google LLC.Kaggle enables users to find and publish datasets, explore and build models in a web-based data science environment, work with other data scientists and machine learning engineers, and enter competitions to solve data science challenges.
Full UML2, BPMN2, ArchiMate3. Documentation generation in HTML.Extensions providing documentation generation in Open XML format, support for TOGAF, SysML, SoaML, Hibernate, OMG MARTE standard. Support of model fragments for collaboration. Support of design patterns. MyEclipse: Unknown Unknown Unknown Unknown Unknown Unknown Un ...
The maximum x, y and z dimensions of a block are 1024, 1024 and 64, and it should be allocated such that x × y × z ≤ 1024, which is the maximum number of threads per block. [3] Blocks can be organized into one, two or three-dimensional grids of up to 2 31 -1, 65,535 and 65,535 blocks in the x, y and z dimensions respectively. [ 3 ]