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MOVE TO PYTHON 3!
Compatibility with common libraries Py3-only libraries “Ubuntu 15.10 (Wily Werewolf) to Switch to Python 3.5 Ahead of Ubuntu 16.04 LTS”How to upgrade
NUMBA ARCHITECTURE
Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaWRITING HSA KERNELS
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba EXAMPLES — NUMBA 0.53.0DEV0+234.G2A34659BE DOCUMENTATION Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba 2.1. TYPES AND SIGNATURES Numba 0.49 1. User Manual. 1.1. A ~5 minute guide to Numba. 1.1.1.GPU REDUCTION
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba CUSTOMIZING THE COMPILER Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba RANDOM NUMBER GENERATION Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba ACCELERATING SCIENTIFIC CODE WITH NUMBA What is Numba? (1) A tool that makes Python code go faster by specialising and compiling it. Mainly focused on array-oriented andnumerical code
ACCELERATING PYTHON CODE WITH NUMBA AND LLVM CFFI / Numba demo. Goal: wrap Intel's Vector Maths Library (VML) and use it from Numba; VML is a fast library for computations on arrays. e.g. sin, cos, exp, sqrt, etc.MOVE TO PYTHON 3!
Compatibility with common libraries Py3-only libraries “Ubuntu 15.10 (Wily Werewolf) to Switch to Python 3.5 Ahead of Ubuntu 16.04 LTS”How to upgrade
NUMBA ARCHITECTURE
Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaWRITING HSA KERNELS
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba EXAMPLES — NUMBA 0.53.0DEV0+234.G2A34659BE DOCUMENTATION Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba 2.1. TYPES AND SIGNATURES Numba 0.49 1. User Manual. 1.1. A ~5 minute guide to Numba. 1.1.1.GMARKALL.GITHUB.IO
numpy.core¶ numpy.core.all () ¶ Alias to: numpy.all. defined by np_all(a) at numba/np/arraymath.py:777-786. numpy.core.amax () ¶ Alias to: numpy.amax. defined by EXAMPLES — NUMBA 0.53.0DEV0+234.G2A34659BE DOCUMENTATION Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaGPU REDUCTION
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba WRITING DEVICE FUNCTIONS Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba SUPPORTED ATOMIC OPERATIONS Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba RANDOM NUMBER GENERATION Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaMEMORY MANAGEMENT
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba CUSTOMIZING THE COMPILER Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba BRINGING UP CYCLE-ACCURATE MODELS OF RISC-V CORES BEEBS: Bristol / Embecosm Embedded Benchmark Suite. 81 benchmarks from WCET, MiBench, DSPStone; Chosen to show the energy consumption ofembedded devices
WHAT'S NEW IN HIGH-PERFORMANCE PYTHON? CFFI / Numba demo. Goal: wrap Intel's Vector Maths Library (VML) and use it from Numba; VML is a fast library for computations on arrays. e.g. sin, cos, exp, sqrt, etc.MOVE TO PYTHON 3!
Compatibility with common libraries Py3-only libraries “Ubuntu 15.10 (Wily Werewolf) to Switch to Python 3.5 Ahead of Ubuntu 16.04 LTS”How to upgrade
WRITING HSA KERNELS
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba EXAMPLES — NUMBA 0.53.0DEV0+234.G2A34659BE DOCUMENTATION Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba LOW-LEVEL EXTENSION API Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba ACCELERATING SCIENTIFIC CODE WITH NUMBA What is Numba? (1) A tool that makes Python code go faster by specialising and compiling it. Mainly focused on array-oriented andnumerical code
WRITING DEVICE FUNCTIONS Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaGPU REDUCTION
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba ACCELERATING PYTHON CODE WITH NUMBA AND LLVM CFFI / Numba demo. Goal: wrap Intel's Vector Maths Library (VML) and use it from Numba; VML is a fast library for computations on arrays. e.g. sin, cos, exp, sqrt, etc. RANDOM NUMBER GENERATION Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaDEPRECATION NOTICES
Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaMOVE TO PYTHON 3!
Compatibility with common libraries Py3-only libraries “Ubuntu 15.10 (Wily Werewolf) to Switch to Python 3.5 Ahead of Ubuntu 16.04 LTS”How to upgrade
WRITING HSA KERNELS
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba EXAMPLES — NUMBA 0.53.0DEV0+234.G2A34659BE DOCUMENTATION Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba LOW-LEVEL EXTENSION API Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaGMARKALL.GITHUB.IO
numpy.core¶ numpy.core.all () ¶ Alias to: numpy.all. defined by np_all(a) at numba/np/arraymath.py:777-786. numpy.core.amax () ¶ Alias to: numpy.amax. defined by EXAMPLES — NUMBA 0.53.0DEV0+234.G2A34659BE DOCUMENTATION Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba LOW-LEVEL EXTENSION API Numba 0.53 For all users. User Manual. A ~5 minute guide to NumbaMEMORY MANAGEMENT
Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba JUST-IN-TIME COMPILATION Numba 0.53 For all users. User Manual. A ~5 minute guide to Numba VERILOG REFRESHER / PRIMER Delayed (non-blocking) assignments This is a test post. The theme is by Smashing Magazine,
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