From 4b679badd7f824b4c19a2a7677a100e3e36cf0a0 Mon Sep 17 00:00:00 2001 From: shiroha <3202778076@qq.com> Date: Sun, 8 Sep 2024 17:58:44 +0800 Subject: [PATCH 1/9] [example] BuddyLeNet E2E Deployment on Firesim --- BuddyGemmini/.gitignore | 7 ++ BuddyGemmini/CMakeLists.txt | 85 +++++++++++++++ BuddyGemmini/buddy-lenet-import.py | 76 ++++++++++++++ BuddyGemmini/buddy-lenet-main.cpp | 134 ++++++++++++++++++++++++ BuddyGemmini/doc/demo.png | Bin 0 -> 25218 bytes BuddyGemmini/images/8.bmp | Bin 0 -> 3190 bytes BuddyGemmini/lenet-model.pth | Bin 0 -> 183344 bytes BuddyGemmini/model.py | 41 ++++++++ BuddyGemmini/pytorch-lenet-inference.py | 66 ++++++++++++ README.md | 94 ++++++++++++++++- 10 files changed, 502 insertions(+), 1 deletion(-) create mode 100644 BuddyGemmini/.gitignore create mode 100644 BuddyGemmini/CMakeLists.txt create mode 100644 BuddyGemmini/buddy-lenet-import.py create mode 100644 BuddyGemmini/buddy-lenet-main.cpp create mode 100644 BuddyGemmini/doc/demo.png create mode 100644 BuddyGemmini/images/8.bmp create mode 100644 BuddyGemmini/lenet-model.pth create mode 100644 BuddyGemmini/model.py create mode 100644 BuddyGemmini/pytorch-lenet-inference.py diff --git a/BuddyGemmini/.gitignore b/BuddyGemmini/.gitignore new file mode 100644 index 0000000..8876939 --- /dev/null +++ b/BuddyGemmini/.gitignore @@ -0,0 +1,7 @@ +*.data +__pycache__ +*.pyc +/build +forward.mlir +subgraph0.mlir +*.o \ No newline at end of file diff --git a/BuddyGemmini/CMakeLists.txt b/BuddyGemmini/CMakeLists.txt new file mode 100644 index 0000000..f85722f --- /dev/null +++ b/BuddyGemmini/CMakeLists.txt @@ -0,0 +1,85 @@ +set(BUDDY_EXAMPLES_DIR ${BUDDY_MLIR_DIR}/examples/) +set(BUDDY_BINARY_DIR ${BUDDY_MLIR_DIR}/build/bin/) +set(RISCV_GNU_TOOLCHAIN ${BUDDY_MLIR_DIR}/build/thirdparty/riscv-gnu-toolchain) +set(CMAKE_CXX_COMPILER ${RISCV_GNU_TOOLCHAIN}/bin/riscv64-unknown-linux-gnu-g++) + +set(BUDDY_GEMMINI_DIR ${BUDDY_EXAMPLES_DIR}/BuddyGemmini) +# set(BUDDY_GEMMINI_SRC_DIR ${BUDDY_GEMMINI_DIR}/src) +# set(BUDDY_GEMMINI_BUILD_DIR ${BUDDY_GEMMINI_DIR}/build) +# set(BUDDY_GEMMINI_MLIR_DIR ${BUDDY_GEMMINI_BUILD_DIR}/mlir_dir) +# set(BUDDY_GEMMINI_OBJ_DIR ${BUDDY_GEMMINI_BUILD_DIR}/obj_dir) +set(INTERFACE_DIR ${BUDDY_MLIR_DIR}/frontend/Interfaces/) + + +add_custom_command( + OUTPUT forward.mlir subgraph0.mlir arg0.data + COMMAND python3 ${BUDDY_GEMMINI_DIR}/buddy-lenet-import.py + DEPENDS buddy-lenet-import.py + COMMENT "Generating forward.mlir, subgraph0.mlir and parameter files" +) + +add_custom_command( + OUTPUT forward.o + COMMAND ${BUDDY_BINARY_DIR}/buddy-opt ${BUDDY_GEMMINI_DIR}/forward.mlir + -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" | + ${BUDDY_BINARY_DIR}/buddy-opt + -buffer-deallocation-simplification + -convert-linalg-to-loops + -eliminate-empty-tensors + -llvm-request-c-wrappers + -convert-math-to-llvm + -convert-math-to-libm + -convert-scf-to-cf + -lower-gemmini + -convert-arith-to-llvm + -expand-strided-metadata + -finalize-memref-to-llvm + -convert-func-to-llvm + -reconcile-unrealized-casts | + ${BUDDY_BINARY_DIR}/buddy-translate --buddy-to-llvmir | + ${BUDDY_BINARY_DIR}/buddy-llc -filetype=obj -mtriple=riscv64 -O0 -mattr=+buddyext,+D -float-abi=hard -o forward.o + DEPENDS forward.mlir + COMMENT "Building forward.o" + VERBATIM) + +add_custom_command( + OUTPUT subgraph0.o + COMMAND ${BUDDY_BINARY_DIR}/buddy-opt ${BUDDY_GEMMINI_DIR}/subgraph0.mlir + -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith))" | + ${BUDDY_BINARY_DIR}/buddy-opt + -eliminate-empty-tensors + -convert-tensor-to-linalg + -linalg-bufferize + -batchmatmul-optimize + -convert-linalg-to-affine-loops + -lower-affine + -func-bufferize-dynamic-offset + -arith-bufferize + -tensor-bufferize + -buffer-deallocation + -finalizing-bufferize + -convert-vector-to-scf + -expand-strided-metadata + -convert-vector-to-llvm + -convert-arith-to-llvm + -finalize-memref-to-llvm + -convert-scf-to-cf + -llvm-request-c-wrappers + -lower-gemmini + -convert-arith-to-llvm + -convert-func-to-llvm + -reconcile-unrealized-casts | + ${BUDDY_BINARY_DIR}/buddy-translate --buddy-to-llvmir | + ${BUDDY_BINARY_DIR}/buddy-llc -filetype=obj -mtriple=riscv64 -O0 -mattr=+buddyext,+D -float-abi=hard -o subgraph0.o + DEPENDS subgraph0.mlir + COMMENT "Building subgraph0.o" + VERBATIM) + + +add_library(GemminiLENET STATIC subgraph0.o forward.o) +set_target_properties(GemminiLENET PROPERTIES LINKER_LANGUAGE CXX) + +add_executable(buddy-gemmini-lenet-run buddy-lenet-main.cpp) +add_dependencies(buddy-gemmini-lenet-run GemminiLENET) +target_include_directories(buddy-gemmini-lenet-run PRIVATE ${INTERFACE_DIR}) +target_link_libraries(buddy-gemmini-lenet-run -static GemminiLENET) \ No newline at end of file diff --git a/BuddyGemmini/buddy-lenet-import.py b/BuddyGemmini/buddy-lenet-import.py new file mode 100644 index 0000000..4be05e3 --- /dev/null +++ b/BuddyGemmini/buddy-lenet-import.py @@ -0,0 +1,76 @@ +# ===- buddy-lenet-import.py --------------------------------------------------- +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +# +# ===--------------------------------------------------------------------------- +# +# This is the LeNet model AOT importer. +# +# ===--------------------------------------------------------------------------- + +import os +from pathlib import Path + +import numpy as np +import torch +from torch._inductor.decomposition import decompositions as inductor_decomp + +from buddy.compiler.frontend import DynamoCompiler +from buddy.compiler.graph import GraphDriver +from buddy.compiler.graph.transform import simply_fuse +from buddy.compiler.ops import tosa +from model import LeNet + +# Retrieve the LeNet model path from environment variables. +model_path = os.environ.get("BUDDYGEMMINI_EXAMPLE_PATH") +if model_path is None: + raise EnvironmentError( + "The environment variable 'LENET_MODEL_PATH' is not set or is invalid." + ) + +model = LeNet() +model = torch.load(model_path + "/lenet-model.pth") +model = model.eval() + +# Initialize Dynamo Compiler with specific configurations as an importer. +dynamo_compiler = DynamoCompiler( + primary_registry=tosa.ops_registry, + aot_autograd_decomposition=inductor_decomp, +) + +data = torch.randn([1, 1, 28, 28]) +# Import the model into MLIR module and parameters. +with torch.no_grad(): + graphs = dynamo_compiler.importer(model, data) + +assert len(graphs) == 1 +graph = graphs[0] +params = dynamo_compiler.imported_params[graph] +pattern_list = [simply_fuse] +graphs[0].fuse_ops(pattern_list) +driver = GraphDriver(graphs[0]) +driver.subgraphs[0].lower_to_top_level_ir() +path_prefix = os.path.dirname(os.path.abspath(__file__)) +with open(os.path.join(path_prefix, "subgraph0.mlir"), "w") as module_file: + print(driver.subgraphs[0]._imported_module, file=module_file) +with open(os.path.join(path_prefix, "forward.mlir"), "w") as module_file: + print(driver.construct_main_graph(True), file=module_file) + +params = dynamo_compiler.imported_params[graph] +current_path = os.path.dirname(os.path.abspath(__file__)) + +float32_param = np.concatenate( + [param.detach().numpy().reshape([-1]) for param in params] +) + +float32_param.tofile(Path(current_path) / "arg0.data") diff --git a/BuddyGemmini/buddy-lenet-main.cpp b/BuddyGemmini/buddy-lenet-main.cpp new file mode 100644 index 0000000..48a6bd1 --- /dev/null +++ b/BuddyGemmini/buddy-lenet-main.cpp @@ -0,0 +1,134 @@ +//===- buddy-lenet-main.cpp -----------------------------------------------===// +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +//===----------------------------------------------------------------------===// + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +constexpr size_t ParamsSize = 44426; +const std::string ImgName = "8.bmp"; + +/// Declare LeNet forward function. +extern "C" void _mlir_ciface_forward(MemRef *output, + MemRef *arg0, + dip::Image *input); + +/// Print [Log] label in bold blue format. +void printLogLabel() { std::cout << "\033[34;1m[Log] \033[0m"; } + +/// Load parameters into data container. +void loadParameters(const std::string ¶mFilePath, + MemRef ¶ms) { + const auto loadStart = std::chrono::high_resolution_clock::now(); + // Open the parameter file in binary mode. + std::ifstream paramFile(paramFilePath, std::ios::in | std::ios::binary); + if (!paramFile.is_open()) { + throw std::runtime_error("[Error] Failed to open params file!"); + } + printLogLabel(); + std::cout << "Loading params..." << std::endl; + printLogLabel(); + // Print the canonical path of the parameter file. + std::cout << "Params file: " << std::filesystem::canonical(paramFilePath) + << std::endl; + // Read the parameter data into the provided memory reference. + paramFile.read(reinterpret_cast(params.getData()), + sizeof(float) * (params.getSize())); + if (paramFile.fail()) { + throw std::runtime_error("Error occurred while reading params file!"); + } + paramFile.close(); + const auto loadEnd = std::chrono::high_resolution_clock::now(); + const std::chrono::duration loadTime = + loadEnd - loadStart; + printLogLabel(); + std::cout << "Params load time: " << (double)(loadTime.count()) / 1000 + << "s\n" + << std::endl; +} + +/// Softmax function to convert logits to probabilities. +void softmax(float *input, size_t size) { + size_t i; + float max_value = -INFINITY; + double sum = 0.0; + // Find the maximum value in the input array for numerical stability. + for (i = 0; i < size; ++i) { + if (max_value < input[i]) { + max_value = input[i]; + } + } + // Calculate the sum of the exponentials of the input elements, normalized by + // the max value. + for (i = 0; i < size; ++i) { + sum += exp(input[i] - max_value); + } + // Normalize the input array with the softmax calculation. + for (i = 0; i < size; ++i) { + input[i] = exp(input[i] - max_value) / sum; + } +} + +int main() { + // Print the title of this example. + const std::string title = "LeNet Inference Powered by Buddy Compiler"; + std::cout << "\033[33;1m" << title << "\033[0m" << std::endl; + + // Define the sizes of the output tensors. + intptr_t sizesOutput[2] = {1, 10}; + + // Create input and output containers for the image and model output. + std::string lenetDir = getenv("BUDDYGEMMINI_EXAMPLE_PATH"); + std::string imgPath = lenetDir + "/images/" + ImgName; + dip::Image input(imgPath, dip::DIP_GRAYSCALE, true /* norm */); + MemRef output(sizesOutput); + + // Load model parameters from the specified file. + std::string paramsDir = lenetDir + "/arg0.data"; + MemRef paramsContainer({ParamsSize}); + loadParameters(paramsDir, paramsContainer); + + // Call the forward function of the model. + _mlir_ciface_forward(&output, ¶msContainer, &input); + + // Apply softmax to the output logits to get probabilities. + auto out = output.getData(); + softmax(out, 10); + + // Find the classification and print the result. + float maxVal = 0; + float maxIdx = 0; + for (int i = 0; i < 10; ++i) { + if (out[i] > maxVal) { + maxVal = out[i]; + maxIdx = i; + } + } + + std::cout << "Classification: " << maxIdx << std::endl; + std::cout << "Probability: " << maxVal << std::endl; + + return 0; +} diff --git a/BuddyGemmini/doc/demo.png b/BuddyGemmini/doc/demo.png new file mode 100644 index 0000000000000000000000000000000000000000..db87b55042eb9985b3f9f6a1cfe7bb04bb8e01dd GIT binary patch literal 25218 zcmZsCby$?`_BGAGfRuoAiKw)6OQQ&gAPn8zAl=;z9nv94cXxMpcS|#Ld;`AkIp_MW z-ygs;GY|9BzV}{xt+fNcN{geT5~9Muz@UGU5cviJ12+ZTz62mae{;FxxIq8F+I$li zf+-pz-i5wEFc6dygn=mq1MjpDp|4RaC6sJnU|zI8{lIox{MLnm(Z>HIA}H^me$WWC z#GOt!st*tM@gXJm#FUVb03ZNN1(|w~*73VKC^*3c-Hr=0y;9OrNj!2fwK+q)(wiv* 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diff --git a/README.md b/README.md index 9d17ee6..5d92ddc 100644 --- a/README.md +++ b/README.md @@ -1 +1,93 @@ -# buddy-examples \ No newline at end of file +# BuddyGemmini LeNet E2E deployment on Firesim + +## Overview +This guide provides an example of end-to-end deployment of a DNN (LeNet) inference to a DSA backend (Gemmini) using the Buddy Compiler. + +We use FireSim, a platform for FPGA-accelerated cycle-accurate simulation, to run end-to-end DNN workloads that would take too long to run on Verilator/VCS. FireSim also allows users to check that their Gemmini hardware/software will work when running in a Linux environment. The FireSim used in this guide is installed locally on a Xilinx Alveo U280. + +## Preparation +Before proceed any further make sure that you installed dependencies below +1. Installation of [Buddy-mlir basic environment and cross-compilation toolchain](https://github.com/buddy-compiler/buddy-mlir/blob/main/docs/RVVEnvironment.md) + +2. Environment installation for [Chipyard](https://chipyard.readthedocs.io/en/1.11.0/) and [Firesim](https://docs.fires.im/en/1.18.0/). The environment for this guide is based on a local acceleration card, the Xilinx Alveo U280, with configuration versions Chipyard 1.11.0 and FireSim 1.18.0. We recommend installing these versions (install firesim as a submodule of chipyard) and completing all the content in the FireSim documentation's [Getting Started Guide](https://docs.fires.im/en/1.18.0/Getting-Started-Guides/On-Premises-FPGA-Getting-Started/Repo-Setup/Xilinx-Alveo-U280.html). + +3. Complete the build of [gemmini](https://github.com/ucb-bar/gemmini), and building a complete bitstream file based on the default Gemmini configuration using the firesim buildbitstream command. + +## Cross-compilation +1. Activate your python environment. + +2. Set the environment variable. + +Make sure you are in the BuddyGemmini directory. + +``` +export BUDDYGEMMINI_EXAMPLE_PATH=$PWD +``` + +3. Build buddy-gemmini-lenet-run + +``` +$ mkdir build && cd build +$ cmake .. -DBUDDY_MLIR_DIR=/path/to/buddy-mlir/ # replace with your buddy-mlir directory path +$ make buddy-gemmini-lenet-run +``` + +## Deployment to FireSim +1. Copy the executable files (located in the `BuddyGemmini/build/`) and the required data files to Gemmini's software path +``` +cd chipyard # go to your chipyard root directory +mkdir ./generators/gemmini/software/overlay/root/BuddyGemmini/ +cp ${BUDDYGEMMINI_EXAMPLE_PATH}/build/buddy-gemmini-lenet-run ./generators/gemmini/software/overlay/root/BuddyGemmini/ +cp ${BUDDYGEMMINI_EXAMPLE_PATH}/arg0.data ./generators/gemmini/software/overlay/root/BuddyGemmini/ +cp -r ${BUDDYGEMMINI_EXAMPLE_PATH}/images/ ./generators/gemmini/software/overlay/root/BuddyGemmini/ +``` +2. Build software for the target platform +``` +cd chipyard +./sims/firesim/sw/firesim-software/marshal -v build ./generators/gemmini/software/gemmini-tests-interactive.json && ./sims/firesim/sw/firesim-software/marshal -v install ./generators/gemmini/software/gemmini-tests-interactive.json +``` + +3. Activate your Firesim environment. +``` +cd chipyard/sim/firesim +source ./sourceme-manager.sh --skip-ssh-setup +``` + +4. In the `firesim/deploy/` path, there are four files that configure key information for FireSim's build workload, bitstream, runtime, etc. Please check the following configurations: + +- config_build_recipes.yaml: Configures the Gemmini configuration, such as `firesim_custom_gemmini_rocket_singlecore_no_nic` +- config_build.yaml: Under `builds_to_run`, select the Gemmini configuration, such as `firesim_custom_gemmini_rocket_singlecore_no_nic` +- config_hwdb.yaml: For `bitstream_tar`, configure the absolute path where your generated Gemmini bitstream is stored +- config_runtime.yaml: This file is for building the runtime. Please modify the `workload_name` to `gemmini-tests-interactive.json`. We will execute this interactive configuration after starting the simulation later. + + +5. Build and deploy simulation infrastructure to the Run Farm Machines. Each time you change your workload content, please re-execute `step 2` to `step 4`. + +``` +firesim infrasetup +``` + +6. Start simulation on Run Farm Machines. After executing the command below, the terminal will display a background monitor of the simulation running. + +``` +firesim runworkload +``` + +7. SSH connect to `BUILD_FARM_IP`, open a new terminal connection to the screen created by Run Farm Machines (please refer to the FireSim documentation to confirm you can correctly connect to Run Farm Machines). + +``` +ssh BUILD_FARM_IP +screen -r fsim0 +``` + +## Final step! +Now, you can login to the system! The username is root and there is no password. The steps described here are for manual execution. You can also refer to the writing of `gemmini-tests.json` and `overlay/root/run-tests.sh` to write your own automated execution script. This will change the manual operations after firesim runworkload to automatic execution. The corresponding log files will be recorded in the `/firesim/deploy/results-workload` folder. + +``` +cd ./BuddyGemmini +export BUDDYGEMMINI_EXAMPLE_PATH=$PWD +./buddy-gemmini-lenet-run +``` + +If all steps go well, you will see the output below. Good luck. +![demo](./doc/demo.png) \ No newline at end of file From 5613c05cd8eee4c638d6135b52e9658e7016a9eb Mon Sep 17 00:00:00 2001 From: shiroha <3202778076@qq.com> Date: Sun, 8 Sep 2024 18:01:40 +0800 Subject: [PATCH 2/9] update README --- README.md => BuddyGemmini/README.md | 32 ++++++++++++++--------------- 1 file changed, 16 insertions(+), 16 deletions(-) rename README.md => BuddyGemmini/README.md (81%) diff --git a/README.md b/BuddyGemmini/README.md similarity index 81% rename from README.md rename to BuddyGemmini/README.md index 5d92ddc..f0568bd 100644 --- a/README.md +++ b/BuddyGemmini/README.md @@ -35,22 +35,22 @@ $ make buddy-gemmini-lenet-run ## Deployment to FireSim 1. Copy the executable files (located in the `BuddyGemmini/build/`) and the required data files to Gemmini's software path ``` -cd chipyard # go to your chipyard root directory -mkdir ./generators/gemmini/software/overlay/root/BuddyGemmini/ -cp ${BUDDYGEMMINI_EXAMPLE_PATH}/build/buddy-gemmini-lenet-run ./generators/gemmini/software/overlay/root/BuddyGemmini/ -cp ${BUDDYGEMMINI_EXAMPLE_PATH}/arg0.data ./generators/gemmini/software/overlay/root/BuddyGemmini/ -cp -r ${BUDDYGEMMINI_EXAMPLE_PATH}/images/ ./generators/gemmini/software/overlay/root/BuddyGemmini/ +$ cd chipyard # go to your chipyard root directory +$ mkdir ./generators/gemmini/software/overlay/root/BuddyGemmini/ +$ cp ${BUDDYGEMMINI_EXAMPLE_PATH}/build/buddy-gemmini-lenet-run ./generators/gemmini/software/overlay/root/BuddyGemmini/ +$ cp ${BUDDYGEMMINI_EXAMPLE_PATH}/arg0.data ./generators/gemmini/software/overlay/root/BuddyGemmini/ +$ cp -r ${BUDDYGEMMINI_EXAMPLE_PATH}/images/ ./generators/gemmini/software/overlay/root/BuddyGemmini/ ``` 2. Build software for the target platform ``` -cd chipyard -./sims/firesim/sw/firesim-software/marshal -v build ./generators/gemmini/software/gemmini-tests-interactive.json && ./sims/firesim/sw/firesim-software/marshal -v install ./generators/gemmini/software/gemmini-tests-interactive.json +$ cd chipyard +$ ./sims/firesim/sw/firesim-software/marshal -v build ./generators/gemmini/software/ gemmini-tests-interactive.json && ./sims/firesim/sw/firesim-software/marshal -v install ./generators/gemmini/software/gemmini-tests-interactive.json ``` 3. Activate your Firesim environment. ``` -cd chipyard/sim/firesim -source ./sourceme-manager.sh --skip-ssh-setup +$ cd chipyard/sim/firesim +$ source ./sourceme-manager.sh --skip-ssh-setup ``` 4. In the `firesim/deploy/` path, there are four files that configure key information for FireSim's build workload, bitstream, runtime, etc. Please check the following configurations: @@ -64,29 +64,29 @@ source ./sourceme-manager.sh --skip-ssh-setup 5. Build and deploy simulation infrastructure to the Run Farm Machines. Each time you change your workload content, please re-execute `step 2` to `step 4`. ``` -firesim infrasetup +$ firesim infrasetup ``` 6. Start simulation on Run Farm Machines. After executing the command below, the terminal will display a background monitor of the simulation running. ``` -firesim runworkload +$ firesim runworkload ``` 7. SSH connect to `BUILD_FARM_IP`, open a new terminal connection to the screen created by Run Farm Machines (please refer to the FireSim documentation to confirm you can correctly connect to Run Farm Machines). ``` -ssh BUILD_FARM_IP -screen -r fsim0 +$ ssh BUILD_FARM_IP +$ screen -r fsim0 ``` ## Final step! Now, you can login to the system! The username is root and there is no password. The steps described here are for manual execution. You can also refer to the writing of `gemmini-tests.json` and `overlay/root/run-tests.sh` to write your own automated execution script. This will change the manual operations after firesim runworkload to automatic execution. The corresponding log files will be recorded in the `/firesim/deploy/results-workload` folder. ``` -cd ./BuddyGemmini -export BUDDYGEMMINI_EXAMPLE_PATH=$PWD -./buddy-gemmini-lenet-run +$ cd ./BuddyGemmini +$ export BUDDYGEMMINI_EXAMPLE_PATH=$PWD +$ ./buddy-gemmini-lenet-run ``` If all steps go well, you will see the output below. Good luck. From a1d782fc2aafcd06904d37a92bd203f8b129874a Mon Sep 17 00:00:00 2001 From: shiroha <3202778076@qq.com> Date: Sun, 8 Sep 2024 18:03:43 +0800 Subject: [PATCH 3/9] update README --- BuddyGemmini/README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/BuddyGemmini/README.md b/BuddyGemmini/README.md index f0568bd..468d18a 100644 --- a/BuddyGemmini/README.md +++ b/BuddyGemmini/README.md @@ -55,13 +55,13 @@ $ source ./sourceme-manager.sh --skip-ssh-setup 4. In the `firesim/deploy/` path, there are four files that configure key information for FireSim's build workload, bitstream, runtime, etc. Please check the following configurations: -- config_build_recipes.yaml: Configures the Gemmini configuration, such as `firesim_custom_gemmini_rocket_singlecore_no_nic` -- config_build.yaml: Under `builds_to_run`, select the Gemmini configuration, such as `firesim_custom_gemmini_rocket_singlecore_no_nic` -- config_hwdb.yaml: For `bitstream_tar`, configure the absolute path where your generated Gemmini bitstream is stored -- config_runtime.yaml: This file is for building the runtime. Please modify the `workload_name` to `gemmini-tests-interactive.json`. We will execute this interactive configuration after starting the simulation later. +- `config_build_recipes.yaml`: Configures the Gemmini configuration, such as `firesim_custom_gemmini_rocket_singlecore_no_nic` +- `config_build.yaml`: Under `builds_to_run`, select the Gemmini configuration, such as `firesim_custom_gemmini_rocket_singlecore_no_nic` +- `config_hwdb.yaml`: For `bitstream_tar`, configure the absolute path where your generated Gemmini bitstream is stored +- `config_runtime.yaml`: This file is for building the runtime. Please modify the `workload_name` to `gemmini-tests-interactive.json`. We will execute this interactive configuration after starting the simulation later. -5. Build and deploy simulation infrastructure to the Run Farm Machines. Each time you change your workload content, please re-execute `step 2` to `step 4`. +5. Build and deploy simulation infrastructure to the Run Farm Machines. Each time you change your workload content, please re-execute `step 2` to `step 5`. ``` $ firesim infrasetup From e6c4b022f1674602457073d3f3c72a628687aed3 Mon Sep 17 00:00:00 2001 From: Shiroha Date: Thu, 31 Oct 2024 10:55:05 +0800 Subject: [PATCH 4/9] Update README.md --- BuddyGemmini/README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/BuddyGemmini/README.md b/BuddyGemmini/README.md index 468d18a..40e998c 100644 --- a/BuddyGemmini/README.md +++ b/BuddyGemmini/README.md @@ -44,7 +44,7 @@ $ cp -r ${BUDDYGEMMINI_EXAMPLE_PATH}/images/ ./generators/gemmini/software/over 2. Build software for the target platform ``` $ cd chipyard -$ ./sims/firesim/sw/firesim-software/marshal -v build ./generators/gemmini/software/ gemmini-tests-interactive.json && ./sims/firesim/sw/firesim-software/marshal -v install ./generators/gemmini/software/gemmini-tests-interactive.json +$ ./sims/firesim/sw/firesim-software/marshal -v build ./generators/gemmini/software/gemmini-tests-interactive.json && ./sims/firesim/sw/firesim-software/marshal -v install ./generators/gemmini/software/gemmini-tests-interactive.json ``` 3. Activate your Firesim environment. @@ -90,4 +90,4 @@ $ ./buddy-gemmini-lenet-run ``` If all steps go well, you will see the output below. Good luck. -![demo](./doc/demo.png) \ No newline at end of file +![demo](./doc/demo.png) From bf47f0accaa594992fa15b75b9cbbd8dc9ac33ff Mon Sep 17 00:00:00 2001 From: shiroha <3202778076@qq.com> Date: Fri, 1 Nov 2024 18:53:45 +0800 Subject: [PATCH 5/9] [FEAT] Add gemmini rdcycle inst to report runtime --- BuddyGemmini/CMakeLists.txt | 7 ++----- BuddyGemmini/README.md | 2 +- BuddyGemmini/buddy-lenet-main.cpp | 6 ++++++ BuddyGemmini/include/gemmini_testutils.h | 13 +++++++++++++ 4 files changed, 22 insertions(+), 6 deletions(-) create mode 100644 BuddyGemmini/include/gemmini_testutils.h diff --git a/BuddyGemmini/CMakeLists.txt b/BuddyGemmini/CMakeLists.txt index f85722f..818c3ff 100644 --- a/BuddyGemmini/CMakeLists.txt +++ b/BuddyGemmini/CMakeLists.txt @@ -4,11 +4,8 @@ set(RISCV_GNU_TOOLCHAIN ${BUDDY_MLIR_DIR}/build/thirdparty/riscv-gnu-toolchain) set(CMAKE_CXX_COMPILER ${RISCV_GNU_TOOLCHAIN}/bin/riscv64-unknown-linux-gnu-g++) set(BUDDY_GEMMINI_DIR ${BUDDY_EXAMPLES_DIR}/BuddyGemmini) -# set(BUDDY_GEMMINI_SRC_DIR ${BUDDY_GEMMINI_DIR}/src) -# set(BUDDY_GEMMINI_BUILD_DIR ${BUDDY_GEMMINI_DIR}/build) -# set(BUDDY_GEMMINI_MLIR_DIR ${BUDDY_GEMMINI_BUILD_DIR}/mlir_dir) -# set(BUDDY_GEMMINI_OBJ_DIR ${BUDDY_GEMMINI_BUILD_DIR}/obj_dir) set(INTERFACE_DIR ${BUDDY_MLIR_DIR}/frontend/Interfaces/) +set(INCLUDE_DIR ${BUDDY_GEMMINI_DIR}/include/) add_custom_command( @@ -81,5 +78,5 @@ set_target_properties(GemminiLENET PROPERTIES LINKER_LANGUAGE CXX) add_executable(buddy-gemmini-lenet-run buddy-lenet-main.cpp) add_dependencies(buddy-gemmini-lenet-run GemminiLENET) -target_include_directories(buddy-gemmini-lenet-run PRIVATE ${INTERFACE_DIR}) +target_include_directories(buddy-gemmini-lenet-run PRIVATE ${INTERFACE_DIR} ${INCLUDE_DIR}) target_link_libraries(buddy-gemmini-lenet-run -static GemminiLENET) \ No newline at end of file diff --git a/BuddyGemmini/README.md b/BuddyGemmini/README.md index 468d18a..9b88a2f 100644 --- a/BuddyGemmini/README.md +++ b/BuddyGemmini/README.md @@ -3,7 +3,7 @@ ## Overview This guide provides an example of end-to-end deployment of a DNN (LeNet) inference to a DSA backend (Gemmini) using the Buddy Compiler. -We use FireSim, a platform for FPGA-accelerated cycle-accurate simulation, to run end-to-end DNN workloads that would take too long to run on Verilator/VCS. FireSim also allows users to check that their Gemmini hardware/software will work when running in a Linux environment. The FireSim used in this guide is installed locally on a Xilinx Alveo U280. +We use FireSim, a platform for FPGA-accelerated cycle-accurate simulation, to run end-to-end DNN workloads that would take too long to run on Verilator/VCS. FireSim also allows users to check that their Gemmini hardware/software will work when running in a Linux environment. The FireSim used in this guide is installed locally on a Xilinx VCU118. ## Preparation Before proceed any further make sure that you installed dependencies below diff --git a/BuddyGemmini/buddy-lenet-main.cpp b/BuddyGemmini/buddy-lenet-main.cpp index 48a6bd1..c4b738e 100644 --- a/BuddyGemmini/buddy-lenet-main.cpp +++ b/BuddyGemmini/buddy-lenet-main.cpp @@ -16,6 +16,7 @@ #include #include +#include "include/gemmini_testutils.h" #include #include #include @@ -110,12 +111,16 @@ int main() { MemRef paramsContainer({ParamsSize}); loadParameters(paramsDir, paramsContainer); + unsigned long start = read_cycles(); // Call the forward function of the model. _mlir_ciface_forward(&output, ¶msContainer, &input); // Apply softmax to the output logits to get probabilities. auto out = output.getData(); softmax(out, 10); + unsigned long end = read_cycles(); + // gemmini profiling + std::cout << "Inference Cycles taken: " << end-start << std::endl; // Find the classification and print the result. float maxVal = 0; @@ -127,6 +132,7 @@ int main() { } } + std::cout << "Results: " << std::endl; std::cout << "Classification: " << maxIdx << std::endl; std::cout << "Probability: " << maxVal << std::endl; diff --git a/BuddyGemmini/include/gemmini_testutils.h b/BuddyGemmini/include/gemmini_testutils.h new file mode 100644 index 0000000..e7e4e3f --- /dev/null +++ b/BuddyGemmini/include/gemmini_testutils.h @@ -0,0 +1,13 @@ +#ifndef GEMMINI_TESTUTILS_H +#define GEMMINI_TESTUTILS_H + +#include + +// gemmini profile tool +static inline uint64_t read_cycles() { + uint64_t cycles; + asm volatile ("rdcycle %0" : "=r" (cycles)); + return cycles; +} + +#endif // GEMMINI_TESTUTILS_H From 334dc809a1a96e326e5fdb991f4033a3e1907724 Mon Sep 17 00:00:00 2001 From: shiroha <3202778076@qq.com> Date: Wed, 19 Feb 2025 02:48:14 +0800 Subject: [PATCH 6/9] refine CMakeList --- BuddyGemmini/CMakeLists.txt | 60 ++++++++++++++++++++++-------- BuddyGemmini/buddy-lenet-main.cpp | 2 +- BuddyGemmini/images/3.png | Bin 0 -> 6847 bytes BuddyGemmini/lenet-model.pth | Bin 183344 -> 183280 bytes 4 files changed, 45 insertions(+), 17 deletions(-) create mode 100644 BuddyGemmini/images/3.png diff --git a/BuddyGemmini/CMakeLists.txt b/BuddyGemmini/CMakeLists.txt index 818c3ff..9f367c7 100644 --- a/BuddyGemmini/CMakeLists.txt +++ b/BuddyGemmini/CMakeLists.txt @@ -18,7 +18,7 @@ add_custom_command( add_custom_command( OUTPUT forward.o COMMAND ${BUDDY_BINARY_DIR}/buddy-opt ${BUDDY_GEMMINI_DIR}/forward.mlir - -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith), empty-tensor-to-alloc-tensor, convert-elementwise-to-linalg, arith-bufferize, func.func(linalg-bufferize, tensor-bufferize), func-bufferize)" | + -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith))" | ${BUDDY_BINARY_DIR}/buddy-opt -buffer-deallocation-simplification -convert-linalg-to-loops @@ -27,7 +27,6 @@ add_custom_command( -convert-math-to-llvm -convert-math-to-libm -convert-scf-to-cf - -lower-gemmini -convert-arith-to-llvm -expand-strided-metadata -finalize-memref-to-llvm @@ -41,6 +40,9 @@ add_custom_command( add_custom_command( OUTPUT subgraph0.o + COMMAND ${BUDDY_BINARY_DIR}/buddy-opt ${BUDDY_GEMMINI_DIR}/subgraph0.mlir + -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith))" + > subgraph0_linalg.mlir COMMAND ${BUDDY_BINARY_DIR}/buddy-opt ${BUDDY_GEMMINI_DIR}/subgraph0.mlir -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith))" | ${BUDDY_BINARY_DIR}/buddy-opt @@ -48,27 +50,53 @@ add_custom_command( -convert-tensor-to-linalg -linalg-bufferize -batchmatmul-optimize - -convert-linalg-to-affine-loops - -lower-affine - -func-bufferize-dynamic-offset - -arith-bufferize + -convert-linalg-to-gemmini + > subgraph0_loops.mlir + COMMAND ${BUDDY_BINARY_DIR}/buddy-opt ${BUDDY_GEMMINI_DIR}/subgraph0.mlir + -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith))" | + ${BUDDY_BINARY_DIR}/buddy-opt + -eliminate-empty-tensors + -linalg-bufferize -tensor-bufferize - -buffer-deallocation - -finalizing-bufferize - -convert-vector-to-scf + -func-bufferize + -convert-linalg-to-gemmini -expand-strided-metadata - -convert-vector-to-llvm - -convert-arith-to-llvm - -finalize-memref-to-llvm + -convert-linalg-to-loops -convert-scf-to-cf -llvm-request-c-wrappers -lower-gemmini + -arith-bufferize + -buffer-deallocation + -finalizing-bufferize -convert-arith-to-llvm -convert-func-to-llvm + -finalize-memref-to-llvm -reconcile-unrealized-casts | - ${BUDDY_BINARY_DIR}/buddy-translate --buddy-to-llvmir | - ${BUDDY_BINARY_DIR}/buddy-llc -filetype=obj -mtriple=riscv64 -O0 -mattr=+buddyext,+D -float-abi=hard -o subgraph0.o - DEPENDS subgraph0.mlir + ${BUDDY_BINARY_DIR}/buddy-translate --buddy-to-llvmir + > subgraph0.ll + COMMAND ${BUDDY_BINARY_DIR}/buddy-opt ${BUDDY_GEMMINI_DIR}/subgraph0.mlir + -pass-pipeline "builtin.module(func.func(tosa-to-linalg-named, tosa-to-linalg, tosa-to-tensor, tosa-to-arith))" | + ${BUDDY_BINARY_DIR}/buddy-opt + -eliminate-empty-tensors + -linalg-bufferize + -tensor-bufferize + -func-bufferize + -convert-linalg-to-gemmini + -expand-strided-metadata + -convert-linalg-to-loops + -convert-scf-to-cf + -llvm-request-c-wrappers + -lower-gemmini + -arith-bufferize + -buffer-deallocation + -finalizing-bufferize + -convert-arith-to-llvm + -convert-func-to-llvm + -finalize-memref-to-llvm + -reconcile-unrealized-casts | + ${BUDDY_BINARY_DIR}/buddy-translate --buddy-to-llvmir | + ${BUDDY_BINARY_DIR}/buddy-llc -filetype=obj -mtriple=riscv64 -O0 -mattr=+buddyext,+D -float-abi=hard -o subgraph0.o + DEPENDS subgraph0.mlir COMMENT "Building subgraph0.o" VERBATIM) @@ -79,4 +107,4 @@ set_target_properties(GemminiLENET PROPERTIES LINKER_LANGUAGE CXX) add_executable(buddy-gemmini-lenet-run buddy-lenet-main.cpp) add_dependencies(buddy-gemmini-lenet-run GemminiLENET) target_include_directories(buddy-gemmini-lenet-run PRIVATE ${INTERFACE_DIR} ${INCLUDE_DIR}) -target_link_libraries(buddy-gemmini-lenet-run -static GemminiLENET) \ No newline at end of file +target_link_libraries(buddy-gemmini-lenet-run -static GemminiLENET) diff --git a/BuddyGemmini/buddy-lenet-main.cpp b/BuddyGemmini/buddy-lenet-main.cpp index c4b738e..8af5b7e 100644 --- a/BuddyGemmini/buddy-lenet-main.cpp +++ b/BuddyGemmini/buddy-lenet-main.cpp @@ -114,11 +114,11 @@ int main() { unsigned long start = read_cycles(); // Call the forward function of the model. _mlir_ciface_forward(&output, ¶msContainer, &input); + unsigned long end = read_cycles(); // Apply softmax to the output logits to get probabilities. auto out = output.getData(); softmax(out, 10); - unsigned long end = read_cycles(); // gemmini profiling std::cout << "Inference Cycles taken: " << end-start << std::endl; diff --git 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z(E9+~PIse3NnOPCTZ5YS)}p+bG`Mn(K}1;v9R6j3cf_w_^@+cbhw=-sPm?s$W$Xod z*&U?8xsu&$ac54-oj}pfCuo1O0+g+82dDBn;r6D(a0m6$^BSgNnP44Q6!3(Y4D6)H zYd-LEIga*R0Wit!1CD`+Mdqm`@b!Znb7@v1(dgC%;Saw3cIz^fl%(pPsbPdMg7#Z09X*){T5H-K2`cLS?Yi+2s(y zmjP*6ThOxh%dq`!1+hMN1SGunGb+1EK^AeKN0p8JvFour6G|Ob#W0Ub7OD!}k+Uq%P=-(rQ+X6Sc2tn@-J zPG{HkzwLi+hcsu(AMM!X85p$HZ-U2T4UCL`w{nZjo|yl-exBcr{m)3pn(_s)Ln0i`Z&Pxv{1<3q#~X3t~K z{oDS;w;27y`3?WZ8#(KZb6&Dh3)cR`ryBnQe(vA+!o+gE|A7C6pEQN{k1qJP>o@uv z|F40tKhN(!^&jx;hw9Idz`q7w{>0l~`v<(q-}ryMQT&Nlt@;PN>EHN&9pHcBFW>wJ zyxHIQe;vlsY#;vDVcPH~{y%OCe>?cs5vKNEX!hCRza0GY*tfS85SaNNIAy+B|LH;e wKc4;H$D@4z{(@;EJ5tz##R>j?yxaWmzq219_BH Date: Wed, 19 Feb 2025 03:12:07 +0800 Subject: [PATCH 7/9] update CMakelist, remove the manual setting of LENET_MODEL_PATH, which will cause mlir ninja to fail. --- BuddyGemmini/CMakeLists.txt | 3 ++- BuddyGemmini/README.md | 10 +--------- 2 files changed, 3 insertions(+), 10 deletions(-) diff --git a/BuddyGemmini/CMakeLists.txt b/BuddyGemmini/CMakeLists.txt index 9f367c7..8ddd313 100644 --- a/BuddyGemmini/CMakeLists.txt +++ b/BuddyGemmini/CMakeLists.txt @@ -10,7 +10,8 @@ set(INCLUDE_DIR ${BUDDY_GEMMINI_DIR}/include/) add_custom_command( OUTPUT forward.mlir subgraph0.mlir arg0.data - COMMAND python3 ${BUDDY_GEMMINI_DIR}/buddy-lenet-import.py + COMMAND export BUDDYGEMMINI_EXAMPLE_PATH=${BUDDY_GEMMINI_DIR} && + python3 ${BUDDY_GEMMINI_DIR}/buddy-lenet-import.py DEPENDS buddy-lenet-import.py COMMENT "Generating forward.mlir, subgraph0.mlir and parameter files" ) diff --git a/BuddyGemmini/README.md b/BuddyGemmini/README.md index b5b8b2a..15ff671 100644 --- a/BuddyGemmini/README.md +++ b/BuddyGemmini/README.md @@ -15,16 +15,8 @@ Before proceed any further make sure that you installed dependencies below ## Cross-compilation 1. Activate your python environment. - -2. Set the environment variable. - -Make sure you are in the BuddyGemmini directory. - -``` -export BUDDYGEMMINI_EXAMPLE_PATH=$PWD -``` -3. Build buddy-gemmini-lenet-run +2. Build buddy-gemmini-lenet-run ``` $ mkdir build && cd build From 8aab6b5bbcac47900b2091d5514c8acdf707033f Mon Sep 17 00:00:00 2001 From: Shiroha Date: Sun, 2 Mar 2025 20:13:08 +0800 Subject: [PATCH 8/9] Update README.md --- BuddyGemmini/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/BuddyGemmini/README.md b/BuddyGemmini/README.md index 15ff671..a6943bb 100644 --- a/BuddyGemmini/README.md +++ b/BuddyGemmini/README.md @@ -9,7 +9,7 @@ We use FireSim, a platform for FPGA-accelerated cycle-accurate simulation, to ru Before proceed any further make sure that you installed dependencies below 1. Installation of [Buddy-mlir basic environment and cross-compilation toolchain](https://github.com/buddy-compiler/buddy-mlir/blob/main/docs/RVVEnvironment.md) -2. Environment installation for [Chipyard](https://chipyard.readthedocs.io/en/1.11.0/) and [Firesim](https://docs.fires.im/en/1.18.0/). The environment for this guide is based on a local acceleration card, the Xilinx Alveo U280, with configuration versions Chipyard 1.11.0 and FireSim 1.18.0. We recommend installing these versions (install firesim as a submodule of chipyard) and completing all the content in the FireSim documentation's [Getting Started Guide](https://docs.fires.im/en/1.18.0/Getting-Started-Guides/On-Premises-FPGA-Getting-Started/Repo-Setup/Xilinx-Alveo-U280.html). +2. Environment installation for [Chipyard](https://chipyard.readthedocs.io/en/1.11.0/) and [Firesim](https://docs.fires.im/en/1.18.0/). The environment for this guide is based on a local acceleration card, the Xilinx Alveo VCU118, with configuration versions Chipyard 1.11.0 and FireSim 1.18.0. We recommend installing these versions (install firesim as a submodule of chipyard) and completing all the content in the FireSim documentation's [Getting Started Guide](https://docs.fires.im/en/1.18.0/Getting-Started-Guides/On-Premises-FPGA-Getting-Started/Repo-Setup/Xilinx-Alveo-U280.html). 3. Complete the build of [gemmini](https://github.com/ucb-bar/gemmini), and building a complete bitstream file based on the default Gemmini configuration using the firesim buildbitstream command. From 944cd24efb9d7db7d2e89adcc4fcf7d483ec1f3d Mon Sep 17 00:00:00 2001 From: Shiroha Date: Sun, 2 Mar 2025 20:13:29 +0800 Subject: [PATCH 9/9] Update README.md --- BuddyGemmini/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/BuddyGemmini/README.md b/BuddyGemmini/README.md index a6943bb..e96e4d7 100644 --- a/BuddyGemmini/README.md +++ b/BuddyGemmini/README.md @@ -9,7 +9,7 @@ We use FireSim, a platform for FPGA-accelerated cycle-accurate simulation, to ru Before proceed any further make sure that you installed dependencies below 1. Installation of [Buddy-mlir basic environment and cross-compilation toolchain](https://github.com/buddy-compiler/buddy-mlir/blob/main/docs/RVVEnvironment.md) -2. Environment installation for [Chipyard](https://chipyard.readthedocs.io/en/1.11.0/) and [Firesim](https://docs.fires.im/en/1.18.0/). The environment for this guide is based on a local acceleration card, the Xilinx Alveo VCU118, with configuration versions Chipyard 1.11.0 and FireSim 1.18.0. We recommend installing these versions (install firesim as a submodule of chipyard) and completing all the content in the FireSim documentation's [Getting Started Guide](https://docs.fires.im/en/1.18.0/Getting-Started-Guides/On-Premises-FPGA-Getting-Started/Repo-Setup/Xilinx-Alveo-U280.html). +2. Environment installation for [Chipyard](https://chipyard.readthedocs.io/en/1.11.0/) and [Firesim](https://docs.fires.im/en/1.18.0/). The environment for this guide is based on a local acceleration card, the VCU118, with configuration versions Chipyard 1.11.0 and FireSim 1.18.0. We recommend installing these versions (install firesim as a submodule of chipyard) and completing all the content in the FireSim documentation's [Getting Started Guide](https://docs.fires.im/en/1.18.0/Getting-Started-Guides/On-Premises-FPGA-Getting-Started/Repo-Setup/Xilinx-Alveo-U280.html). 3. Complete the build of [gemmini](https://github.com/ucb-bar/gemmini), and building a complete bitstream file based on the default Gemmini configuration using the firesim buildbitstream command.