halide

halide is a programming language created in 2010.

#320on PLDB	13Years Old	7.9kUsers
0Books	12Papers

a language for fast, portable computation on images and tensors

halide website
halide is developed on GitHub and has 4,985 stars
halide first developed in https://github.com/halide
halide-lang.org was registered in 2012
Read more about halide on the web: 1.
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Example from the web:

Func blur_3x3(Func input) {
 Func blur_x, blur_y;
 Var x, y, xi, yi;

 // The algorithm - no storage or order
 blur_x(x, y) = (input(x-1, y) + input(x, y) + input(x+1, y))/3;
 blur_y(x, y) = (blur_x(x, y-1) + blur_x(x, y) + blur_x(x, y+1))/3;

 // The schedule - defines order, locality; implies storage
 blur_y.tile(x, y, xi, yi, 256, 32)
       .vectorize(xi, 8).parallel(y);
 blur_x.compute_at(blur_y, x).vectorize(x, 8);

 return blur_y;
}

Feature	Supported	Token	Example
Comments	✓		// A comment
Line Comments	✓	//	// A comment
Semantic Indentation	X

Publications about halide from Semantic Scholar

title	authors	year	citations	influentialCitations
Automatically scheduling halide image processing pipelines	Ravi Teja Mullapudi and Andrew Adams and Dillon Sharlet and Jonathan Ragan-Kelley and Kayvon Fatahalian	2016	133	17
Learning to optimize halide with tree search and random programs	Andrew Adams and Karima Ma and Luke Anderson and Riyadh Baghdadi and Tzu-Mao Li and Michaël Gharbi and Benoit Steiner and Steven Johnson and Kayvon Fatahalian and F. Durand and Jonathan Ragan-Kelley	2019	128	19
Differentiable programming for image processing and deep learning in halide	Tzu-Mao Li and Michaël Gharbi and Andrew Adams and F. Durand and Jonathan Ragan-Kelley	2018	78	8
Halide	Jonathan Ragan-Kelley and Andrew Adams and Dillon Sharlet and Connelly Barnes and Sylvain Paris and M. Levoy and S. Amarasinghe and F. Durand	2017	48	0
Helium: lifting high-performance stencil kernels from stripped x86 binaries to halide DSL code	Charith Mendis and Jeffrey Bosboom and Kevin Wu and S. Kamil and Jonathan Ragan-Kelley and Sylvain Paris and Qin Zhao and Saman P. Amarasinghe	2015	28	3
Automatically translating image processing libraries to halide	Maaz Bin Safeer Ahmad and Jonathan Ragan-Kelley and Alvin Cheung and S. Kamil	2019	21	1
Extending Halide to Improve Software Development for Imaging DSPs	Sander Vocke and H. Corporaal and Roel Jordans and R. Corvino and Rick J. M. Nas	2017	8	0
Easy optimization of image transformation using sFFT algorithm with HALIDE language	C. Thirumoorthi and T. Karthikeyan	2014	7	0
Accelerate DNN Performance with Sparse Matrix Compression in Halide	Chao-Lin Lee and Chen-Ting Chao and Jenq-Kuen Lee and Ming-Yu Hung and Chung-Wen Huang	2019	6	0
Locality-Aware Scheduling for Stencil Code in Halide	Shih-Wei Liao and Sheng-Jun Tsai and Chieh-Hsun Yang and C. Lo	2016	3	0
Sparse-Matrix Compression Primitives with OpenCL Framework to Support Halide	Chao-Lin Lee and Chen-Ting Chao and Jenq-Kuen Lee and Chung-Wen Huang and Ming-Yu Hung	2019	3	0
Halide and OpenMP for generating high-performance recursive filters	Yuta Tsuji and Norishige Fukushima	2020	1	0

halide - Programming language

Language features

Publications about halide from Semantic Scholar