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add k230.yml.j2 environment template
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# The MLONMCU_HOME is filled in automatically when creating the environment | ||
home: "{{ home_dir }}" | ||
logging: | ||
level: DEBUG | ||
to_file: false | ||
rotate: false | ||
cleanup: | ||
auto: true | ||
keep: 50 | ||
# Default locations for certain directoriescan be changed here | ||
# Non-absolute paths will always be threated relative to the MLONMCU_HOME | ||
paths: | ||
# Where the dependencies are downloaded and installed | ||
deps: deps | ||
# If logging to file is used keep logs in this directory | ||
logs: logs | ||
# Location where reports and artifacts are written to | ||
results: results | ||
# Directory where custom extensions can be integrated | ||
plugins: plugins | ||
# Directory for intermediate build products, should be located on a large enough drive | ||
temp: temp | ||
# A collection of models which will be used to look for models | ||
# The paths will be checked in the order defined here stopping at the first match | ||
# Non-existant paths will be skipped without throwing an error | ||
models: | ||
- "{{ home_dir }}/models" | ||
- "{{ config_dir }}/models" | ||
# Here default clone_urls | ||
repos: | ||
tensorflow: | ||
url: "https://github.com/tensorflow/tflite-micro.git" | ||
ref: 93d4b1ccc6e0d1a9062acb1d79f21505daf9d940 | ||
tvm: | ||
url: "https://github.com/apache/tvm.git" | ||
# ref: de6d8067754d746d88262c530b5241b5577b9aae | ||
ref: a9fcac1a47f4b57c1d9d828c7ed1d77452b02cc5 | ||
options: | ||
recursive: true | ||
tvm_extensions: | ||
url: "https://github.com/tum-ei-eda/tvm_extensions.git" | ||
ref: 859bbc89519b610d8adcdba0869d8b087887aabd | ||
muriscvnn: | ||
url: "https://github.com/tum-ei-eda/muriscv-nn.git" | ||
ref: 71800396c2a07202265a8f92c85c33845a369494 # TODO: tag release | ||
etiss: | ||
url: "https://github.com/tum-ei-eda/etiss.git" | ||
ref: 739573d5f12798074bc7d375a46c005f23f59f67 # develop, 23.01.2024 | ||
spike: | ||
url: "https://github.com/riscv-software-src/riscv-isa-sim.git" | ||
ref: 0bc176b3fca43560b9e8586cdbc41cfde073e17a | ||
spikepk: | ||
url: "https://github.com/riscv-software-src/riscv-pk.git" | ||
ref: 7e9b671c0415dfd7b562ac934feb9380075d4aa2 | ||
cmsis: | ||
# url: "https://github.com/PhilippvK/CMSIS_5.git" | ||
url: "https://github.com/ARM-software/CMSIS_5.git" | ||
ref: a75f01746df18bb5b929dfb8dc6c9407fac3a0f3 | ||
# ref: a75f01746df18bb5b929dfb8dc6c9407fac3a0f3 | ||
cmsisnn: | ||
# url: "https://github.com/PhilippvK/CMSIS-NN.git" | ||
url: "https://github.com/ARM-software/CMSIS-NN.git" | ||
# ref: 35ce20560794ddc9e6d87006cad7a3bc665f8319 # v4.0.0 + portability patch | ||
ref: 040da18234b597867bd54d736ca4ceae545b2853 | ||
mlif: | ||
url: "https://github.com/tum-ei-eda/mlonmcu-sw.git" | ||
ref: 0380fec7d7e3959aeedd14aa7fb58729dd4fed16 | ||
espidf: | ||
url: "https://github.com/espressif/esp-idf.git" | ||
ref: release/v4.4 # TODO: v5.2 | ||
options: | ||
recursive: true | ||
microtvm_etiss: | ||
url: "https://github.com/PhilippvK/microtvm-etiss-template.git" | ||
ref: b1e53bdae24bb35e53d7cdad2917a9090f7fa933 | ||
microtvm_spike: | ||
url: "https://github.com/PhilippvK/microtvm-spike-template.git" | ||
ref: ffba460345f5b8682e2a6cb315699ff872c6221e | ||
zephyr: | ||
url: "https://github.com/zephyrproject-rtos/zephyr.git" | ||
ref: v3.2.0 | ||
tflite_pack: | ||
url: "https://github.com/tum-ei-eda/tflite-pack.git" | ||
ref: 2d31cafc941d3889b042af9c0a72b5f768ac4606 | ||
layergen: | ||
url: "https://github.com/PhilippvK/ml-layer-gen.git" | ||
ref: 8d27988fe3a50838521e7c7fb42193da717c5830 | ||
dtc: | ||
url: "https://github.com/dgibson/dtc.git" | ||
ref: main | ||
# Here all supported frameworks with their specific features are defined | ||
# Optionally disable unwanted or incomatible backends or features here | ||
# The configured defaults are used if no backend was specified in the command line options | ||
frameworks: | ||
default: tvm | ||
tflm: | ||
enabled: true | ||
backends: | ||
default: tflmi | ||
tflmi: | ||
enabled: true | ||
features: | ||
debug_arena: true | ||
features: | ||
muriscvnn: true | ||
cmsisnn: false | ||
tvm: | ||
enabled: true | ||
backends: | ||
default: tvmaot | ||
tvmrt: | ||
enabled: true | ||
features: | ||
debug_arena: true | ||
disable_legalize: false | ||
autotuned: true | ||
moiopt: true | ||
tvmaot: | ||
enabled: true | ||
features: | ||
debug_arena: true | ||
unpacked_api: true | ||
usmp: true | ||
disable_legalize: false | ||
autotuned: true | ||
moiopt: true | ||
tvmaotplus: | ||
enabled: true | ||
features: | ||
debug_arena: true | ||
disable_legalize: false | ||
autotuned: true | ||
moiopt: true | ||
tvmllvm: | ||
enabled: true | ||
features: | ||
# unpacked_api: true | ||
disable_legalize: false | ||
autotuned: true | ||
moiopt: true | ||
features: | ||
cmsisnnbyoc: false | ||
muriscvnnbyoc: false | ||
# Some frontends are experimental and therefore disabled here | ||
# Features like packing are only available in certain environments | ||
frontends: | ||
tflite: | ||
enabled: true | ||
features: | ||
validate: true | ||
visualize: true | ||
split_layers: false | ||
relay: | ||
enabled: true | ||
features: | ||
relayviz: true | ||
packed: | ||
enabled: false | ||
features: | ||
packing: true | ||
packed: true | ||
onnx: | ||
enabled: true | ||
pb: | ||
enabled: true | ||
paddle: | ||
enabled: true | ||
layergen: | ||
enabled: true | ||
# TODO: saved_model (TF->TFLITE), ipynb (IPYNB->?) | ||
# Some targets/platforms support multiple toolchains | ||
toolchains: | ||
gcc: true | ||
llvm: true | ||
# Platform extend the number of supported targets | ||
platforms: | ||
mlif: | ||
enabled: true | ||
features: | ||
debug: true | ||
validate: true | ||
benchmark: true | ||
espidf: | ||
enabled: false | ||
features: | ||
debug: true | ||
zephyr: | ||
enabled: false | ||
features: | ||
debug: true | ||
tvm: | ||
enabled: true | ||
features: | ||
benchmark: true | ||
tvm_rpc: true | ||
autotune: true | ||
tvm_profile: true | ||
microtvm: | ||
enabled: true | ||
features: [] | ||
# validate: true | ||
# List of supported targets in the environment | ||
targets: | ||
default: etiss_pulpino | ||
etiss_pulpino: | ||
enabled: true | ||
features: | ||
gdbserver: true | ||
etissdbg: true | ||
trace: true | ||
log_instrs: true | ||
# vext: true | ||
# pext: true | ||
etiss: | ||
enabled: true | ||
features: | ||
gdbserver: true | ||
etissdbg: true | ||
trace: true | ||
log_instrs: true | ||
# vext: true | ||
# pext: true | ||
host_x86: | ||
enabled: true | ||
features: | ||
gdbserver: true | ||
spike: | ||
enabled: true | ||
features: | ||
vext: false | ||
pext: false | ||
cachesim: true | ||
log_instrs: true | ||
ovpsim: | ||
enabled: false | ||
features: | ||
vext: false | ||
pext: false | ||
log_instrs: true | ||
corstone300: | ||
enabled: false | ||
features: | ||
ethosu: false | ||
arm_mvei: true | ||
arm_dsp: true | ||
riscv_qemu: | ||
enabled: true | ||
features: | ||
vext: false | ||
microtvm_host: | ||
enabled: true | ||
microtvm_spike: | ||
enabled: true | ||
microtvm_zephyr: | ||
enabled: false | ||
microtvm_arduino: | ||
enabled: false | ||
microtvm_etiss: | ||
enabled: true | ||
microtvm_espidf: | ||
enabled: false | ||
tvm_cpu: | ||
enabled: true | ||
postprocesses: | ||
use: | ||
# - detailed_cycles | ||
# - average_cycles | ||
# - filter_cols | ||
# - features2cols | ||
# - config2cols | ||
# - bytes2kb | ||
# - visualize | ||
# This is where further options such as specific versions of dependencies can be set in the furture | ||
vars: | ||
allow_extensions: false | ||
runs_per_stage: true | ||
# tvm.make_tool: "ninja" | ||
riscv_gcc.dl_url: "https://syncandshare.lrz.de/dl/fiWBtDLWz17RBc1Yd4VDW7/GCC/default/2023.11.27/Ubuntu/20.04/rv32gc_ilp32d.tar.xz" | ||
riscv_gcc.dl_url_vext: "https://syncandshare.lrz.de/dl/fiWBtDLWz17RBc1Yd4VDW7/GCC/default/2023.11.27/Ubuntu/20.04/rv32gcv_ilp32d.tar.xz" | ||
riscv_gcc.dl_url_pext: "https://syncandshare.lrz.de/dl/fiWBtDLWz17RBc1Yd4VDW7/GCC/pext/2022.04.28/Ubuntu/20.04/rv32gcp_ilp32d.tar.xz" | ||
flags: | ||
tflmc.exe: | ||
- x86 |