(tool 1 ) : Profiler Tool

#To get memory information, you need --graph_path and --run_meta_path

tfprof> graph -max_depth 10000000 -step 0 -account_type_regexes .* -output timeline:outfile=<filename>

generating trace file.

reference: https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/profiler/g3doc/profile_time.md

(tool 2 ) : Benchmark Tool 

bazel-bin/tensorflow/tools/benchmark/benchmark_model \

  --graph=tensorflow_inception_graph.pb \

  --input_layer="input:0" \

  --input_layer_shape="1,224,224,3" \

  --input_layer_type="float" \

  --output_layer="output:0"

reference: https://github.com/tensorflow/tensorflow/tree/master/tensorflow/tools/benchmark