scatter_add

In scatter_add function "source" parameter is not working , "src" should be used instead of "source".

[kailashkarthik9]

It depends on what version of PyTorch you are using. According to the Readme, if you use 0.4.0, the scatter_add method works fine.

But unfortunately, 0.4.0 is not supported on the new GPUs and thus this change is needed.

I personally use GCP and the code was working fine on a K80 GPU. Recently, I shifted to a T4 GPU because of resource availability issues and encountered the same error as you when I shifted to a more recent version of PyTorch.

[segsev]

Hi @kailashkarthik9 , Did you try decoding summaries? I have trained my own model but I am facing difficulties while decoding the summaries.
I am running below command for evaluating full model.
python eval_full_model.py --meteor --decode_dir='/home/ajay/Desktop/new/cnn-dailymail/finished_files/decoded_files/test'

Error: Invalid or corrupt jarfile /home/ajay/Desktop/meteor
Traceback (most recent call last):
  File "eval_full_model.py", line 53, in
    main(args)
  File "eval_full_model.py", line 31, in main
    output = eval_meteor(dec_pattern, dec_dir, ref_pattern, ref_dir)
  File "/home/ajay/Desktop/new/fast_abs_rl/evaluate.py", line 70, in eval_meteor
    output = sp.check_output(cmd.split(' '), universal_newlines=True)
  File "/home/ajay/anaconda3/envs/torch1/lib/python3.5/subprocess.py", line 316, in check_output
    **kwargs).stdout
  File "/home/ajay/anaconda3/envs/torch1/lib/python3.5/subprocess.py", line 398, in run
    output=stdout, stderr=stderr)
subprocess.CalledProcessError: Command '['java', '-Xmx2G', '-jar', '/home/ajay/Desktop/meteor', '/tmp/tmpc_n8dcga/dec.txt', '/tmp/tmpc_n8dcga/ref.txt', '-l', 'en', '-norm']' returned non-zero exit status 1.

Don't know what might have gone wrong, any help would be appreciated.
Although it's showing invalid or Corrupt Jarfile, I have tried with different jarfiles but still its showing same.

@segsev do you gave the path to meteor-1.5.jar in environment variable METEOR from ur error it looks like u gave the whole folder as path, try giving path to only the jar file once, named "meteor-1.5.jar".

[segsev]

Hi @know-one-1 Thanks for A2A.
I tried providing the path to meteor-1.5.jar but still getting the same error.
python eval_full_model.py --meteor --decode_dir='/home/ajay/Desktop/new/cnn-dailymail/finished_files/decoded_files/val'

Error: Invalid or corrupt jarfile /home/ajay/Desktop/meteor/meteor-1.5.jar
Traceback (most recent call last):
  File "eval_full_model.py", line 53, in
    main(args)
  File "eval_full_model.py", line 31, in main
    output = eval_meteor(dec_pattern, dec_dir, ref_pattern, ref_dir)
  File "/home/ajay/Desktop/new/fast_abs_rl/evaluate.py", line 70, in eval_meteor
    output = sp.check_output(cmd.split(' '), universal_newlines=True)
  File "/home/ajay/anaconda3/envs/torch1/lib/python3.5/subprocess.py", line 316, in check_output
    **kwargs).stdout
  File "/home/ajay/anaconda3/envs/torch1/lib/python3.5/subprocess.py", line 398, in run
    output=stdout, stderr=stderr)
subprocess.CalledProcessError: Command '['java', '-Xmx2G', '-jar', '/home/ajay/Desktop/meteor/meteor-1.5.jar', '/tmp/tmpxrfhv9_9/dec.txt', '/tmp/tmpxrfhv9_9/ref.txt', '-l', 'en', '-norm']' returned non-zero exit status 1.

Even running meteor without any argument is giving Invalid or corrupt jarfile while ideally it should print the help message. I guess the problem is with the jar file.
Do you have some link for the correct jar file?
Have you tried evaluating the decode summary?

@segsev http://www.cs.cmu.edu/~alavie/METEOR/ this is the one i used and i think u also is using the same link, yes i ran my model and evaluated this, i used python 3.7 but i think that doesn't matters, but similar (issue non-zero exit status bcoz of command not getting executed) came while i was evaluating using pyrouge and turned out that pyrouge setup was not correct,

[segsev]

@know-one-1 yeah in my case the problem was with jdk version I guess, I was able to run on my mac while the jar was breaking on my linux system. I updated the jdk and it worked. However pyrouge is also throwing some error. How was your pyrouge setup ?

I am using this pyrouge repo https://github.com/andersjo/pyrouge and after running for some 5 minutes, its throwing this error.
No such file or directory: '/Desktop/pyrouge/tools/ROUGE-1.5.5/ROUGE-1.5.5.pl/ROUGE-1.5.5.pl'

my ROUGE setup in bashrc is like that:

export ROUGE=/Desktop/pyrouge/tools/ROUGE-1.5.5/ROUGE-1.5.5.pl

Did you use the same pyrouge repo?

no i tried with that but keep getting the error , u can follow https://stackoverflow.com/questions/45894212/installing-pyrouge-gets-error-in-ubuntu this link to setup pyrouge then set the path as required, it worked for me

[kailashkarthik9]

My export statement is

export ROUGE="/home/ks3740/pyrouge/tools/ROUGE-1.5.5/"

If you see your error log it is searching for '/Desktop/pyrouge/tools/ROUGE-1.5.5**/ROUGE-1.5.5.pl/**ROUGE-1.5.5.pl'

If you fix the export path to '/Desktop/pyrouge/tools/ROUGE-1.5.5/' it should work hopefully!

[segsev]

Managed to fix it, Thanks @kailashkarthik9 @know-one-1

[yueguo-50]

It depends on what version of PyTorch you are using. According to the Readme, if you use 0.4.0, the scatter_add method works fine.

But unfortunately, 0.4.0 is not supported on the new GPUs and thus this change is needed.

I personally use GCP and the code was working fine on a K80 GPU. Recently, I shifted to a T4 GPU because of resource availability issues and encountered the same error as you when I shifted to a more recent version of PyTorch.

Find copy_summ.py in ./models/. Change source in "source=score.contiguous().view(beam*batch, -1) * copy_prob" and "source=score * copy_prob" to src will work for PyTorch 1.5.0.