duan8/tsm/mmaction2_tsm_r50_config.py
irvingzhang0512 8cfc8ee03f
Support TSM-R50 Python API (#488)
* add tensorrt temporal shift module and related pytorch implementations

* add .gitignore and getn weights script.

* rename get_wts.py script

* Add tsm-r50 demo.

* update readme

* remove useless codes

* update readme

* update readme

* remote video and .gitignore, update tutorial

* update readme and tutorial

* fix a few bugs and test on tensorrt 5.1

* update readme
2021-04-18 16:30:25 +08:00

22 lines
563 B
Python

# model settings
model = dict(
type='Recognizer2D',
backbone=dict(
type='ResNetTSM',
pretrained='torchvision://resnet50',
depth=50,
norm_eval=False,
shift_div=8),
cls_head=dict(
type='TSMHead',
num_classes=400,
in_channels=2048,
spatial_type='avg',
consensus=dict(type='AvgConsensus', dim=1),
dropout_ratio=0.5,
init_std=0.001,
is_shift=True),
# model training and testing settings
train_cfg=None,
test_cfg=dict(average_clips='prob'))