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add k230.yml.j2 environment template
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PhilippvK committed Jul 22, 2024
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284 changes: 284 additions & 0 deletions resources/templates/k230.yml.j2
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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

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