Philippvk v2 - Githubissues

tum-ei-eda / mlonmcu

Tool for the deployment and analysis of TinyML applications on TFLM and MicroTVM backends

Apache License 2.0

28 stars 12 forks source link

Philippvk v2 #75

Closed PhilippvK closed 1 year ago

PhilippvK commented 1 year ago

Fixes

Relayviz feature
TFLite Visualize feature
ModelInfo handling
Frontend Lookup
DebugArena feature
TunePlatform

Usability

Utilize CPU better when building with TVM using tvmaot.num_threads config

Environments

Update phi.yml.j2
Try out Xuantie-900-gcc multilib toolchain

Targets

Split up callbacks
Refactor extension handling in RISC-V targets

Benchmarks

gen_muriscnn_benchmarks.py: optimize for code size
gen_muriscnn_benchmarks.py: add 2048 vlen
gen_muriscnn_benchmarks.py: add report columns

Tests

Refactored test_slow.py
Added complex integration tets for RISC-V GCC variants
Fix failing unit tests

Misc

Refactor TVM wrappers
Move data.c generation from frontend to compile platform