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mmengine/docs/en/api/analysis.rst

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[Feature] Support model complexity computation (#779) * [Feature] Add support model complexity computation * [Fix] fix lint error * [Feature] update print_helper * Update docstring * update api, docs, fix lint * fix lint * update doc and add test * update docstring * update docstring * update test * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/print_helper.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update mmengine/analysis/complexity_analysis.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update docs/en/advanced_tutorials/model_analysis.md Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update docs/en/advanced_tutorials/model_analysis.md Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * update docs * update docs * update docs and docstring * update docs * update test withj mmlogger * Update mmengine/analysis/complexity_analysis.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Update tests/test_analysis/test_activation_count.py Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * Apply suggestions from code review Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * update test according to review * Apply suggestions from code review Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> * fix lint * fix test * Apply suggestions from code review * fix API document * Update analysis.rst * rename variables * minor refinement * Apply suggestions from code review * fix lint * replace tabulate with existing rich * Apply suggestions from code review * indent * Update mmengine/analysis/complexity_analysis.py * Update mmengine/analysis/complexity_analysis.py * Update mmengine/analysis/complexity_analysis.py --------- Co-authored-by: Zaida Zhou <58739961+zhouzaida@users.noreply.github.com> Co-authored-by: zhouzaida <zhouzaida@163.com>
2023-02-20 15:00:28 +08:00
.. role:: hidden
:class: hidden-section
mmengine.analysis
===================================
.. contents:: mmengine.analysis
:depth: 2
:local:
:backlinks: top
.. currentmodule:: mmengine.analysis
.. autosummary::
:toctree: generated
:nosignatures:
:template: classtemplate.rst
ActivationAnalyzer
FlopAnalyzer
.. autosummary::
:toctree: generated
:nosignatures:
activation_count
flop_count
parameter_count
parameter_count_table
get_model_complexity_info