Name		Name	Last commit message	Last commit date
parent directory ..
gen_img		gen_img
model		model
dragan_model.py		dragan_model.py
dragan_tb.png		dragan_tb.png
dragan_train.py		dragan_train.py
readme.md		readme.md

readme.md

On Convergence and Stability of Generative Adversarial Networks

Loss Function

used sce loss at D/G nets.

Architecture Networks

Same as DRAGAN paper.

DIFFS	DRAGAN Paper	ME
Weight initializer	`xavier initializer`	`HE initializer`
z noise	`100`	`128`
image scale	`-1,1`	`0,1`

HE Initializer parameters : (factor = 1, FAN_AVG, uniform)

Tensorboard

Elapsed Time : 3213s with GTX 1060 6GB x 1

Result

Name	Global Step 50k	Global Step 100k	Global Step 200k
DRAGAN

To-Do