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float123 avatar float123 commented on July 3, 2024

I also encountered the same problem
I was thinking that maybe tenflow did not successfully use tensorrt
image
image
Environment :
ubuntu1604; 2080ti; TensorRT=5.1.5.0; tensorflow==1.14

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ruyijidan avatar ruyijidan commented on July 3, 2024

@float123
Environment :ubuntu1804 python3.5.6 cuda10.0 cudnn7.5.1.10 Tensorflow1.13,.1 TensorRT5.1.5.0

WARNING:tensorflow:TensorRT mismatch. Compiled against version 5.0.2, but loaded 5.1.5. Things may not work

TensorRT model is successfully stored!
numb. of all_nodes in frozen graph: 8016
numb. of trt_engine_nodes in TensorRT graph: 18
numb. of all_nodes in TensorRT graph: 73

FYI

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float123 avatar float123 commented on July 3, 2024

@float123
Environment :ubuntu1804 python3.5.6 cuda10.0 cudnn7.5.1.10 Tensorflow1.13,.1 TensorRT5.1.5.0

WARNING:tensorflow:TensorRT mismatch. Compiled against version 5.0.2, but loaded 5.1.5. Things may not work

TensorRT model is successfully stored!
numb. of all_nodes in frozen graph: 8016
numb. of trt_engine_nodes in TensorRT graph: 18
numb. of all_nodes in TensorRT graph: 73

FYI

thank you,I use tensorflow1.13.1 and tensorrt5.0.2.6, but fps also not improve significantly.
image

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ruyijidan avatar ruyijidan commented on July 3, 2024

@float123
Environment :ubuntu1804 python3.5.6 cuda10.0 cudnn7.5.1.10 Tensorflow1.13,.1 TensorRT5.1.5.0
WARNING:tensorflow:TensorRT mismatch. Compiled against version 5.0.2, but loaded 5.1.5. Things may not work
TensorRT model is successfully stored!
numb. of all_nodes in frozen graph: 8016
numb. of trt_engine_nodes in TensorRT graph: 18
numb. of all_nodes in TensorRT graph: 73
FYI

thank you,I use tensorflow1.13.1 and tensorrt5.0.2.6, but fps also not improve significantly.
image

The same as you,But I use my laptop,fps from 10 upto 18~19(GPU 970M),

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