AutoSA | AutoSA: Polyhedral-Based Systolic Array Compiler

 by   UCLA-VAST C++ Version: ppcg-0.08.3 License: MIT

kandi X-RAY | AutoSA Summary

kandi X-RAY | AutoSA Summary

AutoSA is a C++ library. AutoSA has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Documentation | Installation | Tutorials | Examples. This repository includes the code for AutoSA. AutoSA is an end-to-end systolic array compiler based on the polyhedral model. It takes algorithms in high-level programming languages (C) as inputs, performs polyhedral transformation and other architecture optimizations to map algorithms to systolic array architecture. The generated designs are in HLS C.
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              AutoSA has a low active ecosystem.
              It has 143 star(s) with 27 fork(s). There are 8 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 8 open issues and 8 have been closed. On average issues are closed in 6 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of AutoSA is ppcg-0.08.3

            kandi-Quality Quality

              AutoSA has 0 bugs and 0 code smells.

            kandi-Security Security

              AutoSA has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              AutoSA code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              AutoSA is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              AutoSA releases are not available. You will need to build from source code and install.
              Installation instructions, examples and code snippets are available.
              It has 14955 lines of code, 429 functions and 44 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

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            AutoSA Key Features

            No Key Features are available at this moment for AutoSA.

            AutoSA Examples and Code Snippets

            No Code Snippets are available at this moment for AutoSA.

            Community Discussions

            No Community Discussions are available at this moment for AutoSA.Refer to stack overflow page for discussions.

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install AutoSA

            We offer a Docker image for quick start. Let's try one small example. The input code can be found at ${AUTOSA_ROOT}/autosa_tests/mm/kernel.c. The code region to be transformed to systolic array is annotated using a pair of pragmas scop and endscop. Run the following command to compile generate a systolic array. The generated code can be found in ${AUTOSA_ROOT}/autosa.tmp/output/src/. For detailed explaination of each AutoSA compilation option, please run. or refer to AutoSA Compilation Options. To generate the final bitsteam, set up your local Vitis development kit first. Then execute the makefile to build the design. The connectivity.cfg describes the DRAM port mapping. For more details about how to change the DRAM port mapping, please refer to the Xilinx tutorials. AutoSA also supports generate HLS projects. Add the flag. to the command when compiling the program. AutoSA will generate an HLS host file ${AUTOSA_ROOT}/autosa.tmp/output/src/kernel_host.cpp instead of the OpenCL host file generated in the previous step. To build the HLS project, run the following commands. For more detailed instructions on using AutoSA, please refer to the AutoSA Documentation.
            Generating HLS C Code.
            Generating FPGA Bitstream
            MODE := hw_emu: Set the build configuration mode to HW Emulation, other modes: sw_emu|hw
            PLATFORM := xilinx_u250_xdma_201830_2: Select the target platform
            KERNEL_SRC := src/kernel_kernel.cpp: List the kernel source files
            HOST_SRC := src/kernel_host.cpp: List the host source files
            Verifying Designs Using Xilinx HLS

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            gh repo clone UCLA-VAST/AutoSA

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            git@github.com:UCLA-VAST/AutoSA.git

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