How to convert frozen inference graph or frozen inference graph to SavedModel
I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.
tensorflow tensorflow-serving
edited Jan 3 at 10:25
Amir
7,70764172
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
add a comment |
I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.
tensorflow tensorflow-serving
edited Jan 3 at 10:25
Amir
7,70764172
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
add a comment |
I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.
tensorflow tensorflow-serving
edited Jan 3 at 10:25
Amir
7,70764172
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
I have a frozen inference graph(frozen_inference_graph.pb) and a checkpoint (model.ckpt.data-00000-of-00001, model.ckpt.index), how to deploy these to Tensorflow serving? serving need SavedModel format, how to convert to it?
I study Tensorflow and found Deeplab v3+ provide PASCAL VOC 2012 model, I run train, eval, visualization on my local PC, but I don't know how to deploy it on serving.
tensorflow tensorflow-serving
tensorflow tensorflow-serving
edited Jan 3 at 10:25
Amir
7,70764172
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
edited Jan 3 at 10:25
Amir
7,70764172
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
edited Jan 3 at 10:25
Amir
7,70764172
edited Jan 3 at 10:25
Amir
7,70764172
edited Jan 3 at 10:25
Amir
7,70764172
7,70764172
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
asked Dec 31 '18 at 8:35
candrwowcandrwow
608
608
add a comment |
add a comment |
1 Answer
1
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oldest
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Have you tried export_inference_graph.py?
Prepares an object detection tensorflow graph for inference using model
configuration and a trained checkpoint. Outputs inference
graph, associated checkpoint files, a frozen inference graph and a
SavedModel
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…
– candrwow
Jan 3 at 11:31
add a comment |
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
Have you tried export_inference_graph.py?
Prepares an object detection tensorflow graph for inference using model
configuration and a trained checkpoint. Outputs inference
graph, associated checkpoint files, a frozen inference graph and a
SavedModel
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…
– candrwow
Jan 3 at 11:31
add a comment |
Have you tried export_inference_graph.py?
Prepares an object detection tensorflow graph for inference using model
configuration and a trained checkpoint. Outputs inference
graph, associated checkpoint files, a frozen inference graph and a
SavedModel
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…
– candrwow
Jan 3 at 11:31
add a comment |
Have you tried export_inference_graph.py?
Prepares an object detection tensorflow graph for inference using model
configuration and a trained checkpoint. Outputs inference
graph, associated checkpoint files, a frozen inference graph and a
SavedModel
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
Have you tried export_inference_graph.py?
Prepares an object detection tensorflow graph for inference using model
configuration and a trained checkpoint. Outputs inference
graph, associated checkpoint files, a frozen inference graph and a
SavedModel
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
answered Jan 3 at 6:51
ma.mehralianma.mehralian
355115
355115
The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…
– candrwow
Jan 3 at 11:31
add a comment |
The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…
– candrwow
Jan 3 at 11:31
The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…
– candrwow
Jan 3 at 11:31
The savedmodel is obtained by referring to the solution under this link：stackoverflow.com/questions/44329185/…
– candrwow
Jan 3 at 11:31
add a comment |
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