YOLOW / configs /deploy /detection_tensorrt-int8_static-640x640.py
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_base_ = [
'../../third_party/mmdeploy/configs/mmdet/_base_/base_static.py',
'../../third_party/mmdeploy/configs/_base_/backends/tensorrt-int8.py']
onnx_config = dict(input_shape=(640, 640))
backend_config = dict(
common_config=dict(max_workspace_size=1 << 30),
model_inputs=[
dict(
input_shapes=dict(
input=dict(
min_shape=[1, 3, 640, 640],
opt_shape=[1, 3, 640, 640],
max_shape=[1, 3, 640, 640])))
])
codebase_config = dict(
type='mmyolo',
task='ObjectDetection',
model_type='end2end',
post_processing=dict(
score_threshold=0.1,
confidence_threshold=0.005,
iou_threshold=0.3,
max_output_boxes_per_class=100,
pre_top_k=1000,
keep_top_k=100,
background_label_id=-1),
module=['mmyolo.deploy'])