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[Feature] Update deploy test tools#553

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xvjiarui merged 6 commits intoopen-mmlab:masterfrom
grimoire:trt_test_tool
May 25, 2021
Merged

[Feature] Update deploy test tools#553
xvjiarui merged 6 commits intoopen-mmlab:masterfrom
grimoire:trt_test_tool

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@grimoire
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Hi
This PR adds TensorRT deploy test tools and rename ort_test.py to deploy_test.py
Result below:

Model Config Dataset Metric PyTorch ONNXRuntime TensorRT-fp32 TensorRT-fp16
FCN fcn_r50-d8_512x1024_40k_cityscapes.py cityscapes mIoU 72.2 72.2 72.2 72.2
PSPNet pspnet_r50-d8_512x1024_40k_cityscapes.py cityscapes mIoU 77.8 77.8 77.8 77.8
deeplabv3 deeplabv3_r50-d8_512x1024_40k_cityscapes.py cityscapes mIoU 79.0 79.0 79.0 79.0
deeplabv3+ deeplabv3plus_r50-d8_512x1024_40k_cityscapes.py cityscapes mIoU 79.6 79.5 79.5 79.5

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codecov bot commented May 14, 2021

Codecov Report

Merging #553 (3a5c277) into master (805eda8) will decrease coverage by 0.34%.
The diff coverage is n/a.

Impacted file tree graph

@@            Coverage Diff             @@
##           master     #553      +/-   ##
==========================================
- Coverage   86.76%   86.41%   -0.35%     
==========================================
  Files         101      101              
  Lines        5250     5279      +29     
  Branches      849      851       +2     
==========================================
+ Hits         4555     4562       +7     
- Misses        535      557      +22     
  Partials      160      160              
Flag Coverage Δ
unittests 86.41% <ø> (-0.35%) ⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files Coverage Δ
mmseg/datasets/ade.py 40.54% <0.00%> (-59.46%) ⬇️

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LGTM

@RunningLeon RunningLeon requested a review from xiexinch May 25, 2021 03:28
@xvjiarui xvjiarui merged commit dc5d53b into open-mmlab:master May 25, 2021
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I suggest open a new documentation page for deployment, so users could easily find the exporting guide.

bowenroom pushed a commit to bowenroom/mmsegmentation that referenced this pull request Feb 25, 2022
* add trt test tool

* create deploy_test, update document

* fix with isort

* move import inside __init__

* remove comment, fix doc

* update document
michaelzhang-ai pushed a commit to michaelzhang-ai/mmsegmentation that referenced this pull request Mar 22, 2024
* add baseline

* modify mmdet import

* add lfb_infer_bank

* finish lfb draft

* add comments for mmaction/models/common/lfb.py

* update lfb infer head

* update comment

* support lmdb to load lfb

* add config of lmdb

* add lfb_avg lfb_max config

* add README

* add unittest

* remove auto_fp16 in fbononlocal

* add url

* update README and changelog

* fix typo
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3 participants