Runtime: 2-3 mins

speed is low

use THEANOFLAGS=profiling.min_peak_memory=True to set it on

remove an unused line

Fix max memory counter.

Fix algo. I added a todo. I'll make other comments in the PR.

Add TensorConstant check in check_node_state method.

refactor test and print the line to check with the expected answer.