Main Idea
People
Yang Feng, Shiyue Zhang, Andi Zhang
Time Table
Date |
Work Plan |
Work Done |
Completion Rate
|
2016/10/31
|
- implement rnng+static memory discriminative model
- fix the unexpected action
- rerun the original discriminative model
- rerun the centred memory rnng model
- get wrong instances of original trained model, and get statistics
- run the wrong memory rnng model
- run the sampled memory rnng model
- update experiment report
|
- implementation is done, but result is not satisfied.
- fixed the unexpected action
- reran the original discriminative model
- reran the centred memory rnng model
- got wrong instances of original trained model, and get statistics
- ran the sampled memory rnng model
- ran the wrong memory rnng model
- updated experiment report [1]
|
|
2016/11/7
|
- modify discriminative model, try to prove the positive function of static memory
- change train set
- add parameter before cos
- modify model structure
- read the code of Teacher Feng
- understand and run
- learn to use it
|
- modify discriminative model, try to prove the positive function of static memory
- changed train set
- added parameter before cos
- modified model structure
- read the code of Teacher Feng
- understood but did't run
- the result is rnng cannot run fast on GPU
|
|
2016/11/14
|
- try to run rnng on multi cpu cores
- refine the models tried before and give the result report
- finish the code of dynamic memory model
|
- implemented on MKL successfully
- reran original model
- reran the models tried before, but still running
- finished the code of dynamic memory model, ran and got a result
- tried another structure of memory
|
|
2016/11/21
|
- try more different models
- rerun original model, if the same result
- run more dynamic memory models, hope to see better results
- run models with another structure of memory, if it is better than previous structure
- summary experiments' results and give report
- publish the TRPs of RNNG
|
|
|
2016/11/28
|
- modify model
- try to prove the positive function of dynamic memory
|
|
|
2016/12/5
|
- get the first final rnng+mm discriminative model
|
|
|
2016/12/12
|
- give a plan to transfer to generative model
|
|
|
2016/12/19
|
- implement rnng+mm generative model
|
|
|
2016/12/26
|
- modify model
- try to prove the positive function of memory
|
|
|
Progress