LeakGAN

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bharathreddy1997

Custom dataset

1

If we want to run the model on a custom dataset, how should we do this?

emielzyde

bharathreddy1997

I think the Bootstrapped Rescaled Activation in the code is not useful

3

`def rescale( reward, rollout_num=1.0): reward = np.array(reward) x, y = reward.shape ret = np.zeros((x, y)) for i in range(x): l = reward[i] rescalar = {} for s in l: rescalar[s]...

3015218116

The code could not run

1

/home/lishaomei/anaconda2/bin/python "/home/lishaomei/LeakGAN-master/Synthetic Data/Main.py" 20 WARNING:tensorflow:From /home/lishaomei/LeakGAN-master/Synthetic Data/Discriminator.py:92: softmax_cross_entropy_with_logits (from tensorflow.python.ops.nn_ops) is deprecated and will be removed in a future version. Instructions for updating: Future major versions of TensorFlow will allow...

maymay1982

Traceback (most recent call last): File "/Users/zhouye/Documents/dtwave/LeakGAN/run.py", line 14, in main() File "/Users/zhouye/Documents/dtwave/LeakGAN/Image_COCO/Main.py", line 161, in main batch_size=BATCH_SIZE,hidden_dim=HIDDEN_DIM,start_token=START_TOKEN,goal_out_size=GOAL_OUT_SIZE,goal_size=GOAL_SIZE,step_size=4,D_model=discriminator) File "/Users/zhouye/Documents/dtwave/LeakGAN/Image_COCO/LeakGANModel.py", line 284, in __init__ self.pretrain_manager_updates = pretrain_manager_opt.apply_gradients(pretrain_manager_grads_vars) File "/Users/zhouye/miniconda/envs/py36/lib/python3.6/site-packages/tensorflow/python/training/optimizer.py", line...

CorbinZhou

I can't get the same results as the paper.

7

I ran the codes which In the path（\LeakGAN-master\Image COCO\Main.py）（LeakGAN-master\Image COCO\eval_bleu.py）. but I can't get the same results as the paper. I just changed the python's version(3.6) and tensorflow-gpu 's version(1.8.0)....

lrt366

I've been trying to get your LeakGAN to work for some time now but I just don't understand what format your realtrain_cotra file is or what kind of preencoding you've...

Dormin92

I'm new to LeakGAN or SeqGAN or TextGAN. I know GAN is to generate text and let discriminator un-judge-able to real text and gen-text. LM(language model) is the task of...

guotong1988

 And `leakgan.x` is part of worker loss:  Thank you!!! Thank you!!! Thank you!!! @wnzhang @CR-Gjx

guotong1988