From 38394d81cc97ca2b10024f645c537a75cc9f98aa Mon Sep 17 00:00:00 2001 From: Andrea Somaini Date: Tue, 13 Aug 2024 12:00:02 +0200 Subject: [PATCH] Updated README --- README.md | 64 +++++++++++++++++++++++---- development.md | 6 +-- figures/cicero-engine.png | Bin 0 -> 81290 bytes figures/cicero-mlir-system.png | Bin 0 -> 69988 bytes figures/cicero_engine_multi_char.png | Bin 84732 -> 0 bytes figures/cicero_multi_new.png | Bin 78008 -> 0 bytes 6 files changed, 59 insertions(+), 11 deletions(-) create mode 100644 figures/cicero-engine.png create mode 100644 figures/cicero-mlir-system.png delete mode 100644 figures/cicero_engine_multi_char.png delete mode 100644 figures/cicero_multi_new.png diff --git a/README.md b/README.md index 7885160..77549a9 100644 --- a/README.md +++ b/README.md @@ -1,23 +1,71 @@ # CICERO: A Domain-Specific Architecture for Efficient Regular Expression Matching - + +Code regarding Parravicini et al. 2021 paper can be found [here](https://github.com/necst/cicero/tree/parravicini_et_al). + Cicero is a domain specific architecture that can be employed to perform exact regular expression (RE) matching using FPGAs. -The cool fact about Cicero is that - as other software libraries one among the other RE2 - does not suffer from backtracking problem. +The cool fact about Cicero is that - as other software libraries one among the other [RE2](https://github.com/google/re2) - does not suffer from backtracking problem. This means that when it elaborate a REs that carry some kind of non-determinsm (e.,g. a?a ) it does not take a guess and then backtrack but can explore all the different options in a single pass of the input string. -If you are interested in the topic take a look at [Russ Cox article](https://swtch.com/~rsc/regexp/regexp1.html) +If you are interested in the topic take a look at [Russ Cox article](https://swtch.com/~rsc/regexp/regexp1.html). + +## System View + +![cicero-mlir-system](./figures/cicero-mlir-system.png) + +From a system perspective, Cicero features two components: + +1. **A compiler**: which compiles REs into a domain specific ISA binary +2. **An architecture on FPGA**: which receives a compiled RE and an input string, and output wheter the input is matched by the RE or not. + +## Compiler Overview + +The compiler's code can be found [here](https://github.com/necst/cicero_compiler_cpp). The compiler is implemented using MLIR and ANTLR4. The compilation pipeline can be described as follows: -Here it follows an high level overview of Cicero Engines and how they can be combined together. +1. Parse textual RE into ANTLR4 AST +2. Generate representation of Regex using the proposed `regex` MLIR dialect +3. (optional) Optimization pass on `regex` dialect +4. Lowering conversion of `regex` dialect to proposed `cicero` dialect +5. (optional) Optimization pass on `cicero` dialect +6. Generate Cicero ISA binary code +## Architecture Overview -![cicero_engine_multi_char](./figures/cicero_multi_new.png) -![cicero_multi_new_interconnection 1](./figures/cicero_engine_multi_char.png) +![cicero-engine](./figures/cicero-engine.png) -Cicero has its own [compiler](https://github.com/necst/cicero_compiler/) that converts REs in our custom ISA. +The Cicero architecture features a sliding window of input character. Each character in the window is addressed by a `CC_ID_BITS`-bits wide pointer, as such the window contains `2^CC_ID_BITS` characters. +The Cicero architecture is composed of multiple *engines*, which can be combined together in ring or torus topologies. Execution threads are distributed among engines by a load balancing infrastructure. However, during our studies we found out that an architecture configuration with a single engine is more efficient. +Each engine packs as many FIFOs and CICERO-cores as number of characters in the input window. +## Code Overview +- `bitstream`: pre-compiled bitstreams for Ultra96 v2 board, and their static metrics (board usage percentages and total on-chip power) +- `cicero_compiler`: older compiler implementation +- `cicero_compiler_cpp`: new compiler implementation, using MLIR +- `hdl_src`: System Verilog implementation of the architecture +- `proj`: Vivado project files for the architecture development +- `scripts`: Various helper scripts for development, verification and benchmarking +## Development -If you find this repository useful, please use the following citation: +See [development.md](./development.md) + +## Acknowledgment + +This work has financial support from ICSC – Centro Nazionale di Ricerca in High Performance Computing, Big Data and Quantum Computing, funded by European Union – NextGenerationEU. +The authors are grateful to the CGO 2025's anonymous reviewer feedback, the AMD University Program support, and [Valentina Sona](https://github.com/ValentinaSona) for working on the original Cicero architecture simulator. + +## Paper Citation + +If you find this repository useful, please use the following citations: + +``` +@article{somaini2025cicero, + title = {Combining MLIR Dialects with Domain-Specific Architecture for Efficient Regular Expression Matching}, + author = {Andrea Somaini and Filippo Carloni and Giovanni Agosta and Marco D. Santambrogio and Davide Conficconi}, + year = 2025, + month = {mar}, + } +``` ``` @article{parravicini2021cicero, diff --git a/development.md b/development.md index 5f7347a..c01db74 100644 --- a/development.md +++ b/development.md @@ -64,20 +64,20 @@ Where: For example: ```bash -python3 measure.py /home/xilinx/src/higher_ccid_bitstreams/vect_cc_id_4_bb_n_1.bit protomata.input protomata.regex results.csv /home/xilinx/src/cicero_compiler_cpp/ 100 100 +python3 measure.py /path/to/bitstream.bit protomata.input protomata.regex results.csv /path/to/cicero_compiler_cpp/ 100 100 ``` To check the correctness of the results, use `scripts/measurements/benchmark/check_results.py`, by specifying the `.csv` file and the file with the inputs that was used, for example: ```bash -python3 scripts/measurements/benchmark/check_results.py vect_cc_id_4_bb_n_9_brill_c++.csv ../scripts/measurements/benchmark/brill.input +python3 scripts/measurements/benchmark/check_results.py results.csv brill.input ``` ## Benchmark on board For benchmarking, we essentially execute `scripts/measurements/benchmark/measure.py` over all the desired bitstreams/regexes/inputs/compilers. -A wrapper script is provided, `scripts/measurements/benchmark/test_top.py`. First, update the constants in that script file to match the desired configurations you want to benchmark, and then execute it. A `.csv` file will be created alongside each `.bit` file for each compiler/benchmark. +A wrapper script is provided, `scripts/measurements/benchmark/test_top.py`. First, update the constants in `scripts/measurements/benchmark/bench_config.py` to match the desired configurations you want to benchmark, and then execute `test_top.py`. A `.csv` file will be created alongside each `.bit` file for each compiler/benchmark. You can then use `scripts/measurements/benchmark/aggregate.py` to aggregate all the results of the benchmarks. 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