Questions tagged [parameter-server]
4 questions
1
vote
1 answer
TensorFlow Estimator: how to do prediction when using parameter server?
TensorFlow Estimator is easy to use for distributed training with parameter server strategy. But I cannot do prediction with the parameter server strategy. I cannot find any resource to introduce the part.
prediction sample code:
run_config =…
nolan liou
- 115
- 1
- 9
0
votes
0 answers
how to build datasets for keras model fit using parameter server strategy?
how to build datasets for keras model fit using parameter server strategy in tensorflow 2.x, and each worker read different sets of files? it seems that none of existing apis described in their docs could…
Mengli Cheng
- 39
- 3
0
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What happen if I Feed A Varibale to ::tensorflow::Session::Run by inputs
this is c++ session run interface:
virtual Status Run(const std::vector >& inputs,
const std::vector& output_tensor_names,
const std::vector& target_node_names,
std::vector* outputs) = 0;
if I pass…
James
- 1
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votes
0 answers
In tensorFlow1.x distributed PS + Worker training, does worker halt each other when doing sess.run()?
This is a general question regarding PS + Workers training paradigm in TensorFlow. Suppose this scenario:
1 PS + 2 Workers are training asynchronizely(suppose they have different training speed) and suppose their graphs are all something like input…
Interfish
- 11
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