Comments (4)
I also encountered the same problem
I was thinking that maybe tenflow did not successfully use tensorrt
Environment :
ubuntu1604; 2080ti; TensorRT=5.1.5.0; tensorflow==1.14
from tensorflow-tensorrt.
@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
from tensorflow-tensorrt.
@float123
Environment :ubuntu1804 python3.5.6 cuda10.0 cudnn7.5.1.10 Tensorflow1.13,.1 TensorRT5.1.5.0WARNING: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: 73FYI
thank you,I use tensorflow1.13.1 and tensorrt5.0.2.6, but fps also not improve significantly.
from tensorflow-tensorrt.
@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
FYIthank you,I use tensorflow1.13.1 and tensorrt5.0.2.6, but fps also not improve significantly.
The same as you,But I use my laptop,fps from 10 upto 18~19(GPU 970M),
from tensorflow-tensorrt.
Related Issues (20)
- don't improve the performance of models on GTX 1080ti HOT 6
- 'TensorRT_model.pb' model's size is twice as large as the original pb model HOT 5
- Why output_tensors=["Placeholder:0", "concat_9:0", "mul_9:0"] HOT 5
- Problem defining output tensor HOT 8
- How to implement TensorRT on custom number of classes HOT 1
- Where do i change the anchors ? and tips for improving fps on certain models?
- Running against tensorRT version 0.0.0 HOT 1
- keras convert to tensorflow
- Segmentation Fault while creating TRT_GRAPH HOT 1
- How to run the saved tensorRT pb in C++?
- How do you get the YOLOv3 Frozen Model used in this project HOT 2
- Run error
- Converted YOLOv3 model has the same size as before HOT 3
- Huge Memory Consumption
- Tensorflow to Frozen model error HOT 1
- Yolov3 model operation did not accelerate significantly HOT 2
- No Speedup Observed
- Custom TensorFlow-Yolov3 to TF-TRT HOT 1
- No OpKernel was registered to support Op TRTEnginOp used by {{node_TRTEngineOp_4}} HOT 2
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from tensorflow-tensorrt.