Xilinx Snappy Compression and Decompression¶
Snappy example resides in L2/demos/snappy
directory.
Xilinx Snappy compression/decompression is FPGA based implementation of standard Snappy. Xilinx implementation of Snappy application is aimed at achieving high throughput for both compression and decompression. This Xilinx Snappy application is developed and tested on Xilinx Alveo U200. To know more about standard Snappy application please refer https://github.com/snappy/snappy
This application is accelerated using generic hardware architecture for LZ based data compression algorithms.
Results¶
Resource Utilization¶
Table below presents resource utilization of Xilinx Snappy compress/decompress kernels with 8 engines for single compute unit. The final Fmax achieved for this design is 299MHz
Flow | LUT | LUTMem | REG | BRAM | URAM |
---|---|---|---|---|---|
Compress | 47K | 10.1K | 49.6K | 48 | 48 |
DeCompress | 33.7K | 14K | 43.8K | 146 | 0 |
Performance Data¶
Table below presents the best kernel throughput achieved with single compute unit during execution of this application.
Topic | Results |
---|---|
Best Compression Throughput | 2.1 GB/s |
Best Decompression Throughput | 1.8 GB/s |
Average Compression Ratio | 2.15x (Silesia Benchmark) |
Note: Overall throughput can still be increased with multiple compute units.
Software & Hardware¶
Software: Xilinx Vitis 2020.1
Hardware: xilinx_u200_xdma_201830_2 (Xilinx Alveo U200)
Usage¶
Build Steps¶
Emulation flows¶
make run TARGET=<sw_emu/hw_emu> DEVICE=xilinx_u200_xdma_201830_2
Note: This command compiles for targeted emulation mode and executes the
application.
Hardware¶
make all TARGET=hw DEVICE=xilinx_u200_xdma_201830_2
Note: This command compiles for hardware execution. It generates kernel binary ".xclbin" file.
This file is placed in ./build/xclbin*/ directory under Snappy folder.
Execution Steps¶
Input Arguments:
1. To execute single file for compression : ./build/xil_snappy -sx <compress_decompress xclbin> -c <file_name>
2. To execute single file for decompression: ./build/xil_snappy -sx <compress_decompress xclbin> -d <file_name.snappy>
3. To validate various files together: ./build/xil_snappy -sx <compress_decompress xclbin> -l <files.list>
3.a. <files.list>: Contains various file names with current path
4. To execute single file for compression and decompression : ./build/xil_snappy -sx <compress_decompress xclbin> -v <file_name>
Note: Default arguments are set in Makefile
Help:
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Usage: application.exe -[-h-c-l-d-sx-v-B-x]
--help -h Print Help Options Default: [false]
--compress -c Compress
--file_list -l List of Input Files
--decompresss -d Decompress
--compress_decompress -sx Compress_Decompress binary
--validate -v Single file validate for Compress and Decompress
--block_size -B Compress Block Size [0-64: 1-256: 2-1024: 3-4096] Default: [0]
--flow -x Validation [0-All: 1-XcXd: 2-XcSd: 3-ScXd] Default:[1]
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