tensor2tensor_use

the use of tensor2tensor

Install:

The tensorflow version should be better follow the Official document(https://github.com/tensorflow/tensor2tensor/blob/master/setup.py ),then you will meet less error

1.Install Tensorflow: pip3 install --upgrade tensorflow==1.10.0(or other version of tensorflow)

2.Install t2t(tensor2tensor): pip install tensor2tensor

3.Use the example given command to test if the tensor2tensor is installed successfully.:

t2t-trainer \
  --generate_data \
  --data_dir=~/t2t_data \
  --output_dir=~/t2t_train/mnist \
  --problem=image_mnist \
  --model=shake_shake \
  --hparams_set=shake_shake_quick \
  --train_steps=1000 \
  --eval_steps=100

You can define a problem by yourself too

fist you should have a dir named 't2t':

haiou@gpu3-1080:~/t2t_1/t2t$ ls
decoder  rawdata  self_data  self_script  timit  train

and in the dir 'self_script':

haiou@gpu3-1080:~/t2t_1/t2t$ ls self_script/
__init__.py  my_problem.py 

init.py:

 from . import my_problem

my_problem.py: just reference to the script in:https://github.com/tensorflow/tensor2tensor/tree/master/tensor2tensor/data_generators