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[microTVM] Add support for AutoTVM #8715

Merged
merged 78 commits into from
Sep 9, 2021
Merged

[microTVM] Add support for AutoTVM #8715

merged 78 commits into from
Sep 9, 2021

Commits on Aug 4, 2021

  1. Initial commit of API server impl.

    @areusch
    areusch committed Aug 4, 2021
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  2. initial commit of api client

    @areusch
    areusch committed Aug 4, 2021
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  3. Add TVM-side glue code to use Project API

    @areusch
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  4. Change tvm.micro.Session to use Project API

    @areusch
    areusch committed Aug 4, 2021
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  5. Rework how crt_config.h is used on the host. 

     * use template crt_config.h for host test runtime; delete
   src/runtime/crt/host/crt_config.h so that it doesn't diverge from
   the template
 * bring template crt_config.h inline with the one actually in use
  * rename to MAX_STRLEN_DLTYPE
 * Create a dedicated TVM-side host crt_config.h in src/runtime/micro
    @areusch
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  6. Modify Transport infrastructure to work with Project API

    @areusch
    areusch committed Aug 4, 2021
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  7. Add host microTVM API server

    @areusch
    areusch committed Aug 4, 2021
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  8. Zephyr implementation of microTVM API server 

     * move all zephyr projects to apps/microtvm/zephyr/template_project
    @areusch
    areusch committed Aug 4, 2021
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  9. consolidate CcompilerAnnotator

    @areusch
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  10. Allow model library format with c backend, add test.

    @areusch
    areusch committed Aug 4, 2021
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  11. Update unit tests

    @areusch
    areusch committed Aug 4, 2021
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  12. fix incorrect doc

    @areusch
    areusch committed Aug 4, 2021
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  13. Delete old Zephyr build infrastructure

    @areusch
    areusch committed Aug 4, 2021
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  14. Delete old build abstractions

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  15. Delete old Transport implementations and simplify module

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  16. lint

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  17. ASF header

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  18. address gromero comments

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  19. final fixes?

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Commits on Aug 5, 2021

  1. fix is_shutdown

    @areusch
    areusch committed Aug 5, 2021
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  2. fix user-facing API

    @areusch
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  3. fix TempDirectory / operator

    @areusch
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  4. Update micro_tflite tutorial

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  5. lint

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  6. fix test_crt and test_link_params

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  7. undo global micro import, hopefully fix fixture

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  8. lint

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  9. fix more tests

    @areusch
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  10. Add session_constructor_args to tracker request() function. 

     * Allows tracker clients to open non-traditional RPC sessions
    @areusch
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  11. Generate entry_func symbol in C host codegen. 

     * Needed for AutoTVM.
    @areusch
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  12. print MeasureErrorNo enum value in MeasureResult repr

    @areusch
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  13. Add microTVM session constructor. 

     * This constructor is to be called from the RPC driver to flash and
   connect to the RPC server on the microcontroller.
    @areusch
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  14. add build_kwargs as a Builder constructor arg. 

     * build_kwargs is derived from pre-configured args, the runner, and
   now from the script.
 * user-supplied build kwargs override the other two, and a warning is
   printed if any key is overridden.
    @areusch
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  15. Add do_fork option to Builder, to support stateful builders 

     * When AutoTVM builder forks, any global state modified by the
   build_func is lost between builds
    @areusch
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  16. Checkin module_loader used to build and flash microTVM for autotuning.

    @areusch
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  17. Import micro into top-level when enabled. 

     * AutoTVM RPC server needs to load the micro session constructor.
    @areusch
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  18. Add tvm.contrib.random.random_fill to microTVM. 

     * Allows autotuning with random data.
    @areusch
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  19. Move compilation to runner :O

    @areusch
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  20. Add a tutorial for AutoTVM with microcontrollers.

    @areusch
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  21. Fix si_prefix in autotuner callback

    @areusch
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  22. black format and git-clang-format

    @areusch
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  23. Switch tutorial back to qemu version

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  24. improve error reporting so CI will show test error

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  25. black format

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  26. autotvm is working

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Commits on Aug 11, 2021

  1. fix tutorial

    @mehrdadh
    mehrdadh committed Aug 11, 2021
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  2. fix dependencies

    @mehrdadh
    mehrdadh committed Aug 11, 2021
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  3. fix auto tune issue

    @mehrdadh
    mehrdadh committed Aug 11, 2021
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  4. merge main

    @mehrdadh
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  5. lint

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  6. address comments

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  7. fix lint

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  8. test crt and zephyr added

    @mehrdadh
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  9. Merge branch 'main' into microtvm-project-autotune

    @mehrdadh
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  10. fix func registery size

    @mehrdadh
    mehrdadh committed Aug 11, 2021
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Commits on Aug 12, 2021

  1. Merge branch 'main' into microtvm-project-autotune

    @mehrdadh
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  2. moved autotune test and fixed

    @mehrdadh
    mehrdadh committed Aug 12, 2021
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  3. fix crt test

    @mehrdadh
    mehrdadh committed Aug 12, 2021
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  4. address comments

    @mehrdadh
    mehrdadh committed Aug 12, 2021
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  5. change relay text

    @mehrdadh
    mehrdadh committed Aug 12, 2021
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  6. change relay in text_zephyr

    @mehrdadh
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  7. class added

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  8. changed relay module in tutorial and cleanup

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Commits on Aug 13, 2021

  1. address comments

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    mehrdadh committed Aug 13, 2021
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  2. address TK comments

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    mehrdadh committed Aug 13, 2021
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  3. change fork

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  4. final comments

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  5. Merge branch 'main' into microtvm-project-autotune

    @mehrdadh
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Commits on Aug 14, 2021

  1. retrigger due to flahy test

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Commits on Aug 24, 2021

  1. Merge branch 'main' into microtvm-project-autotune

    @mehrdadh
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Commits on Aug 25, 2021

  1. Merge branch 'main' into microtvm-project-autotune

    @mehrdadh
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Commits on Aug 27, 2021

  1. Merge branch 'main' into microtvm-project-autotune

    @mehrdadh
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Commits on Sep 6, 2021

  1. Merge branch 'main' into microtvm-project-autotune

    @mehrdadh
    mehrdadh committed Sep 6, 2021
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Commits on Sep 7, 2021

  1. fix tutorial

    @mehrdadh
    mehrdadh committed Sep 7, 2021
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Commits on Sep 8, 2021

  1. retrigger

    @mehrdadh
    mehrdadh committed Sep 8, 2021
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  2. merge fix

    @mehrdadh
    mehrdadh committed Sep 8, 2021
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  3. fix changes due to merge

    @mehrdadh
    mehrdadh committed Sep 8, 2021
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  4. merge conflict fix

    @mehrdadh
    mehrdadh committed Sep 8, 2021
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