Release v0.5.0

Changes in this Release:

• 6fa11285 - update gitignore
• 05bac6f6 - add infer_type.py util script
• 50c32944 - Merge branch 'main' into develop
• ce93048b - vext feature: fix handling of undefined vlen
• 2bc3b55c - tflmi backend: deprecate allopsresolver and introdduce fallback opsresolver
• d7da8a0a - dev.yml.j2: update muriscvnn ref
• 6ff12d01 - Merge remote-tracking branch 'origin/main' into develop
• ce4a8a5b - riscv targets: sort mattr string
• 91e2d9d3 - riscv targets: add is_cross, is_bare & cross_compiler properties
• 1499f875 - riscv.py: fix is_bare method
• 533b456a - add generic SSHTarget class
• b9e8e2ba - add host_x86_ssh target
• 3bb3b082 - Merge pull request #168 from tum-ei-eda/feature-ssh-target
• 4d74e832 - add missing paramiko package to requirments.txt
• f8a41cd0 - add new ssh target: canmv_k230_ssh
• ce1b623f - add k230.yml.j2 environment template
• 070b613c - Merge pull request #169 from tum-ei-eda/feature-canmvk230-target
• 66375e05 - Merge branch 'main' of github.com:tum-ei-eda/mlonmcu into develop
• 5c84ac90 - Merge branch 'develop' of github.com:tum-ei-eda/mlonmcu into develop
• 291bea84 - Benchmark feature: fix for empty df edge case
• a8dbed47 - TVMBackend: improve handling of input_shapes if using subs
• 1a8884a1 - mlonmcu/flow/tvm/backend/wrapper.py: use mlonmcu_exit() istead of exit()
• 3e3b34e2 - etiss target: add xlen to fallback cpu arch names
• 18db8bf9 - target: parse bench metrics for all targets (including x86) and rename Runtime [s] to End-to-End Runtime [s]
• 07bb379a - benchmark feature: support cpi and instrs
• f866eed6 - lint code
• 6b025736 - mlonmcu/target/bench.py: fixes
• 8482faee - lint code
• f7985404 - replace deprecated utils.exec_getout calls
• 320215d3 - update mlif ref in env templates
• 36ed0b07 - update k230.yml.j2 template
• 277674ad - mlonmcu/setup/gen_requirements.py: fixes
• 2199203e - mlonmcu/setup/tasks/riscv_gcc.py: add workaround for new tcs
• bfb333dc - resources/templates/k230.yml.j2: increase refs of tflm, tvm and muriscvnn repos
• 90ef79a4 - resources/templates/k230.yml.j2: add more defaults including dl links
• 9660901f - fix tf version on ubuntu 20.04
• c4355d2f - templates: update mlif ref
• 68fe4be4 - rm prints in new target files
• bc8728b6 - benchmark feature: do not use cpi metric
• 0ed37d35 - ssh_target: fix issue #172
• fd3d3531 - lint
• 23e2b278 - add assertion if etiss target is used with linux toolchain
• 46e7a935 - lint
• e4dc234b - Merge pull request #173 from tum-ei-eda/ssh-fixes
• 4b9c7786 - tvm backends: pass config improvements
• 57cd0349 - tvm backends: add assertion if input tensors list is empty
• 4f2f5126 - mlonmcu/setup/utils.py: add comment
• c4d8d8a5 - usmp feature: support use_workspace_io config
• f533fbc3 - mlonmcu/flow/tvm/backend/wrapper.py: add missing include
• 7392e40d - mlonmcu/session/run.py: raise assertion if model is None
• 922ffa40 - tvmaot backend: fix extra_pass_config
• 289d4648 - utils.execute: add args_helper to wrap args in quotes if required
• 029b5374 - [ci] disable weekly image build of ara environment
• 28dff712 - fix RISCVTarget.is_bare
• 1779662b - mlonmcu/platform/tvm/tvm_target.py: fix runtime parsing with decimal seps
• 912bfa40 - mlonmcu/session/postprocess/postprocesses.py: fix typo in AnalyseInstructionsPostprocess
• 0740f3a9 - mlonmcu/session/postprocess/postprocesses.py: ignore Subs col in CompareRowsPostprocess
• 8df0d38c - update scripts/utils/tvm/infer_type.py
• f67dba31 - mlif: support gisel
• 293366b8 - mlif: add extend_attrs cfg
• 0b58c6a1 - resources/templates/dev.yml.j2: update mlif ref
• 76a98a8f - resources/templates/dev.yml.j2: update mlif ref
• 584019d0 - mlonmcu/context/context.py: print assertion
• 23bf694d - version.py: set to v0.5.dev0
• ae44c916 - Merge pull request #170 from tum-ei-eda/develop
• b6e0e687 - lint code
• e2021c64 - version.py: set to v0.5.0

What's Changed

• Feature ssh target by @PhilippvK in #168
• Feature canmvk230 target by @PhilippvK in #169
• Ssh fixes by @PhilippvK in #173
• Merge Develop by @PhilippvK in #170

Full Changelog: v0.4.1...v0.5.0