Siu Kwan Lam – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2022-08-21T23:37:31Z http://www.open-lab.net/blog/feed/ Siu Kwan Lam <![CDATA[GPU-Accelerated Graph Analytics in Python with Numba]]> http://www.open-lab.net/blog/parallelforall/?p=4951 2022-08-21T23:37:31Z 2015-03-10T12:00:46Z Numba is an open-source just-in-time (JIT) Python compiler that generates native machine code for X86 CPU and CUDA GPU from annotated Python Code. (Mark Harris...]]>

Numba is an open-source just-in-time (JIT) Python compiler that generates native machine code for X86 CPU and CUDA GPU from annotated Python Code. (Mark Harris introduced Numba in the post Numba: High-Performance Python with CUDA Acceleration.) Numba specializes in Python code that makes heavy use of NumPy arrays and loops. In addition to JIT compiling NumPy array code for the CPU or GPU…

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