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DaCe - Data Centric Parallel Programming

Authors: Ben-Nun, Tal; Matteis, Tiziano De; Rausch, Oliver; Johnsen, Carl; Raje, Saurabh; Kuster, Andreas; Schaad, Philipp; +24 Authors

DaCe - Data Centric Parallel Programming

Abstract

What's Changed Highlights Option for utilizing GPU global memory by @alexnick83 in https://github.com/spcl/dace/pull/1405 Add tensor storage format abstraction by @JanKleine in https://github.com/spcl/dace/pull/1392 Hierarchical Control Flow / Control Flow Regions by @phschaad in https://github.com/spcl/dace/pull/1404 GPU code generation: User-specified block/thread/warp location by @tbennun in https://github.com/spcl/dace/pull/1358 Implement loop-based Fortran intrinsics by @mcopik in https://github.com/spcl/dace/pull/1394 Change strides move assignment outside if by @Sajohn-CH in https://github.com/spcl/dace/pull/1402 Numpy fill accepts also variables by @philip-paul-mueller in https://github.com/spcl/dace/pull/1420 Implement writeset underapproximation by @matteonu in https://github.com/spcl/dace/pull/1425 Loop Regions by @phschaad in https://github.com/spcl/dace/pull/1407 Compress the SDFG generated when failing/invalid for larger codebase by @FlorianDeconinck in https://github.com/spcl/dace/pull/1456 Do not serialize non-default fields by default by @tbennun in https://github.com/spcl/dace/pull/1452 Fixes and other improvements: replace |& which is not widely supported by @tim0s in https://github.com/spcl/dace/pull/1399 RTL codegen "line" error by @carljohnsen in https://github.com/spcl/dace/pull/1403 Bump urllib3 from 2.0.6 to 2.0.7 by @dependabot in https://github.com/spcl/dace/pull/1400 Bugfixes and extended testing for Fortran SUM by @mcopik in https://github.com/spcl/dace/pull/1390 Remove erroneous file creation in test by @JanKleine in https://github.com/spcl/dace/pull/1411 Fix for VS Code debug console: view opens sdfg in VS Code and not in browser by @kotsaloscv in https://github.com/spcl/dace/pull/1419 Bump werkzeug from 2.3.5 to 3.0.1 by @dependabot in https://github.com/spcl/dace/pull/1409 AugAssignToWCR: Support for more cases and increased test coverage by @lukastruemper in https://github.com/spcl/dace/pull/1359 Implement Subsetlist and covers_precise by @matteonu in https://github.com/spcl/dace/pull/1412 OTFMapFusion: Bugfix for tasklets with None connectors by @lukastruemper in https://github.com/spcl/dace/pull/1415 Better mangeling of the state struct in the code generator by @philip-paul-mueller in https://github.com/spcl/dace/pull/1413 Trivial map elimination init by @Sajohn-CH in https://github.com/spcl/dace/pull/1353 Fixed Improper Method Call: Replaced mktemp by @fazledyn-or in https://github.com/spcl/dace/pull/1428 Symbol specialization in auto_optimizer() never took effect. by @philip-paul-mueller in https://github.com/spcl/dace/pull/1410 Issue a warning when to_sdfg() ignores the auto_optimize flag (Issue #1380). by @philip-paul-mueller in https://github.com/spcl/dace/pull/1395 Fix schedule tree conversion for use of arrays in conditions by @tbennun in https://github.com/spcl/dace/pull/1440 Fixes for TaskletFusion, AugAssignToWCR and MapExpansion by @lukastruemper in https://github.com/spcl/dace/pull/1432 AugAssignToWCR: Minor fix for node not found error by @lukastruemper in https://github.com/spcl/dace/pull/1447 OTFMapFusion: Minor bug fixes by @lukastruemper in https://github.com/spcl/dace/pull/1448 Fix three issues related to deepcopying elements by @tbennun in https://github.com/spcl/dace/pull/1446 Fix CUDA high-dimensional test by @tbennun in https://github.com/spcl/dace/pull/1441 SDFG.arg_names was not a member but a class variable. by @philip-paul-mueller in https://github.com/spcl/dace/pull/1457 PruneConnectors: Fission into separate states before pruning by @lukastruemper in https://github.com/spcl/dace/pull/1451 In-out connector's global source when connector becomes out-only at outer SDFG scopes. by @alexnick83 in https://github.com/spcl/dace/pull/1463 Fix two regressions in v0.15 by @tbennun in https://github.com/spcl/dace/pull/1465 Fix codegen with data access on inter-state edge by @edopao in https://github.com/spcl/dace/pull/1434 New Contributors @kotsaloscv made their first contribution in https://github.com/spcl/dace/pull/1419 @matteonu made their first contribution in https://github.com/spcl/dace/pull/1412 @philip-paul-mueller made their first contribution in https://github.com/spcl/dace/pull/1413 @fazledyn-or made their first contribution in https://github.com/spcl/dace/pull/1428 Full Changelog: https://github.com/spcl/dace/compare/v0.15...v0.15.1rc1

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