commit | 9dcda29d97089a3ec13a2a0f28188b8fef860893 | [log] [tgz] |
---|---|---|
author | Lun Dong <lundong@google.com> | Fri Jan 19 11:27:02 2024 -0800 |
committer | Lun Dong <lundong@google.com> | Fri Jan 19 11:28:29 2024 -0800 |
tree | bacc460aee00e7db15bda767526e0d591618438c | |
parent | 163e63f955aecd04cd2cc7b83412827a333dc55e [diff] |
Fix a breakage due to IREE upstream renaming Change-Id: Ifc850bbc01893e651b8c8ad469d73cc20db1c3b6
This project contains ML model codegen and execution libraries/examples. The artifacts built from this project is targeted for RISC-V 32-bit baremetal machine (Springbok or Kelvin).
If you get this project from Project Shodan manifest, you are all set. If not, you need to have following projects as well to build the project successfully.
<dir>/sw/vec
<dir>/sw/kelvin
<dir>/toolchain/iree
<dir>/ml/ml-models-public
This project needs to be at <dir>/sw/vec_iree
If you are running from Project Shodan repo, you can build the artifacts with m iree
. If you download this project alone, you need to download/build IREE's host compiler, then go to the top level directory.
For Springbok
cmake -B <output dir> -G Ninja \ -DCMAKE_TOOLCHAIN_FILE="$(realpath sw/vec_iree/cmake/riscv_iree.cmake)" \ -DCMAKE_BUILD_TYPE=MinSizeRel \ -DIREE_HOST_BIN_DIR="$(IREE_COMPILER_DIR)/install/bin" \ -DRISCV_TOOLCHAIN_ROOT=$(TOOLCHAINRV32_PATH) \ <dir>/sw/vec_iree cmake --build <output dir> --target all
For Kelvin
cmake -B <output dir> -G Ninja \ -DCMAKE_TOOLCHAIN_FILE="$(realpath sw/vec_iree/cmake/riscv_iree_gcc.cmake)" \ -DCMAKE_BUILD_TYPE=MinSizeRel \ -DIREE_HOST_BIN_DIR="$(IREE_COMPILER_DIR)/install/bin" \ -DRISCV_TOOLCHAIN_ROOT=$(TOOLCHAINRV32_PATH) \ <dir>/sw/vec_iree cmake --build <output dir> --target all
You can run RENODE emulation with the built executables. In Shodan repo, sim_springbok
for Renode simulation on Springbok; sim_kelvin
for Renode simulation on Kelvin. Out-of-repo emulation is possible but requires more steps.
In Shodan, this project utilizes LLVM lit
and FileCheck
to test the ML executable performance. The tests are defined in the *_test.run files under <output dir>
. To run the test, at the Shodan top level directory
lit --path <Filecheck dir> -a <output dir>
Filecheck in Debian testing is under /usr/lib/llvm-16/bin
Default is renode tests for Springbok. Add-D RUNNER=kelvin
to enable renode tests for Kelvin. Add-D RUNNER=kelvin_hw
to enable renode tests for Kelvin HW.