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Merge Develop#176

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PhilippvK merged 111 commits intomaintum-ei-eda/mlonmcu:mainfrom developtum-ei-eda/mlonmcu:developCopy head branch name to clipboardOct 1, 2024

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Commits on Jan 10, 2023

• [WIP] implement microtvm_gvsoc target

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Commits on Apr 11, 2024

• feature.py: RunFeatures can not enable subprocesses

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• WIP: add new features and postprocesses for validate_new

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• frontends.py: fix typo in process_metadata

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• run.py: allow process_metadata to return artifacts

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• WIP: add new features and postprocesses for validate_new

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• fix print_top dtype

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• add quant/dequant details to model_info

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• WIP: add new features and postprocesses for validate_new

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• add assertion to SimpleFrontend

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• WIP: add new features and postprocesses for validate_new (tvm platform)

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• fix print_top dtype 2

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• WIP: add new features and postprocesses for validate_new (validate_outputs postprocess)

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• WIP: add new features and postprocesses for validate_new

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• tvmc_utils: disable print_top by default

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• WIP: add new features and postprocesses for validate_new (mlif)

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• WIP: add new features and postprocesses for validate_new (tvm)

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• tvmc_utils: disable print_top by default 2

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• WIP: add new features and postprocesses for validate_new (postproc atol rtol)

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• target/common.yml: Allow overriding stdout encoding for execute utility

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• target/common.py: Add stdin_data argument (needs live=False)

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• target.exec may return artifacts now

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• target.py: add utils for choosing io interfaces

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• Add ValidationNew.md

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• Update ValidationNew.md

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• Update ValidationNew.md

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• tflite frontend: add inference method

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• continue working on gen_ref_data feature

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• tflite frontend: prints (WIP)

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• continue working on gen_ref_data feature 2

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• validate_outputs: set rtol=0 for testing

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• tflite frontend: extract model info from tflite file if definition.yml missing

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• update md

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• mlif: support generated model_support files for validation feature

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• implement mlif template versioning

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• mlif_target: fix batch size calculation

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• mlif_target: cleanup interface selection code

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• handle mlif_iunvalid_size error correctly

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• pass user/env config to ModelHints

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• mlif: support generated model_support files for validation feature

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• move ModelSupport code into separate class and file

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• mlif.py: add missing imports

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• update validation readme

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• fix typo in mlonmcu/models/frontend.py

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• update validation readme

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• update validation readme

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• update validation readme

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• fix typo in gen_ref_data property

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• fixes

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• validate_outputs: add experimental pm1 metric

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• frontends: move generation of inout data to different methods

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• frontends: allow overriding model-specific paths

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• lint code

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• move validate metrics to seperate class & file

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• platforms: add mlif.needs_model_support

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• lint

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• fix merge artifact

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• lint

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• add missing file

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Commits on May 23, 2024

• mlif: fixes

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• postprocesses: add missing registrations

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• postprocesses: fix typo

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• postprocesses: improve validate_outputs

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• postprocesses: implement export_outputs

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• postprocess fixes

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• utils.execute: fixes for stdin_data feature

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Commits on May 24, 2024

• models: convert support_path, inputs_path & outputs_path to pathlib.Path

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• postprocess fixes

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Commits on May 27, 2024

• frontends: add assertion msg

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• rm print

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• introduce new feature: GenRefLabels

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• introduce new feature: GenRefLabels 2

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• frontend: handle dtype ranges

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• frontend: fix assertions

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• frontends: find handling of aww input shift

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• introduce new feature: GenRefLabels 3

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• introduce validate_labels postprocess

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• introduce classify metrics

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• validate_outputs: add validate_range option (on by default) 2

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• run: add error message if not frontend can be initialized

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Commits on May 28, 2024

• update validate_metrics

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Commits on May 29, 2024

• Merge remote-tracking branch 'origin/main' into refactor-validate-rebased

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• lint code

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• lint code 2

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• t# This is a combination of 2 commits.

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• etiss: add comments on simple_mem_system.memseg_mode_*

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• etiss: move rom start

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• etiss: add option for running etiss directly, e.g. without run_helper.sh

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• refactor etiss target and add more cfgs

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Commits on Aug 27, 2024

• ci: update actions to latest versions

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• ci: update actions to latest versions

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Commits on Sep 9, 2024

• Merge branch 'develop' into refactor-validate-rebased3

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• features: comment out unimplemented get_postprocesses

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• features: add docstrings to validation features

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• features: cleanup comments

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• tvm_target: rm prints

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• lint

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• Merge pull request #158 from tum-ei-eda/refactor-validate-rebased

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• Merge pull request #162 from tum-ei-eda/etiss-updates

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• Merge branch 'develop' into feature-microtvm-gvsoc-template

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• lint

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• Merge pull request #100 from tum-ei-eda/feature-microtvm-gvsoc-template

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• fix microtvm_gvsoc_target.py typo

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Commits on Sep 12, 2024

• dev.yml.j2: update tflite-micro ref

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• corev.yml.j2: update mlif ref

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Commits on Sep 26, 2024

• mlif: support ccache

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• mlif: assert that llvm.install_dir exists

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Commits on Sep 27, 2024

• templates: use fixes branch for polybench fork

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• Polybench: allow passing dataset size

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• dev.yml.j2: update mlif ref

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Commits on Sep 30, 2024

• add support for openasip example models

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