Error on Off-Screen Rendering of CarRacing-v0

[rudrapoudel]

I am getting following error in one the remote server (it also has monitor attached though), while creating CarRacing-v0 environment. However, my other servers are working fine.

System

Ubuntu 16, gym 0.17.1/2, pyglet 1.5.0

Minimum code

import gym

#env = gym.make("Breakout-v0")
env = gym.make("CarRacing-v0")

obj = env.reset()

Execution Command

xvfb-run -a -s "-screen 0 1400x900x24" python debug-gym.py

Error Message

/home/rpoudel/miniconda3/envs/py35/lib/python3.5/site-packages/gym/logger.py:30: UserWarning: WARN: Box bound precision lowered by casting to float32
  warnings.warn(colorize('%s: %s'%('WARN', msg % args), 'yellow'))
Track generation: 1172..1470 -> 298-tiles track
Traceback (most recent call last):
  File "debug-gym.py", line 11, in <module>
    obj = env.reset()
  File "/home/rpoudel/miniconda3/envs/py35/lib/python3.5/site-packages/gym/wrappers/time_limit.py", line 25, in reset
    return self.env.reset(**kwargs)
  File "/home/rpoudel/miniconda3/envs/py35/lib/python3.5/site-packages/gym/envs/box2d/car_racing.py", line 311, in reset
    return self.step(None)[0]
  File "/home/rpoudel/miniconda3/envs/py35/lib/python3.5/site-packages/gym/envs/box2d/car_racing.py", line 323, in step
    self.state = self.render("state_pixels")
  File "/home/rpoudel/miniconda3/envs/py35/lib/python3.5/site-packages/gym/envs/box2d/car_racing.py", line 407, in render
    arr = arr.reshape(VP_H, VP_W, 4)
ValueError: cannot reshape array of size 0 into shape (96,96,4)

Surprising enough, Breakout-v0 works fine as well as CarRacing-v0 on my other server. What might goes wrong?

Thank you so much!

[rudrapoudel]

However, when I remove -a option from xvfb xvfb-run -a -s "-screen 0 1400x900x24" python debug-gym.py

Error message points below,

image_data = pyglet.image.get_buffer_manager().get_color_buffer().get_image_data()
  File "/home/rpoudel/miniconda3/envs/py35/lib/python3.5/site-packages/pyglet/image/__init__.py", line 2035, in get_image_data
    buffer = (GLubyte * (len(self.format) * self.width * self.height))()
ValueError: Array length must be >= 0, not -74645625240420

It would be great if someone can point me the possible source of error, thanks!

[christopherhesse]

The script seemed to work fine on a linux system when I just tested it. Does xvfb-run glxgears work on your broken system?

[rudrapoudel]

Thank you so much @christopherhesse, it's giving following error,

Error: couldn't get an RGB, Double-buffered visual

[quantumiracle]

I met similar problem when deploying CarRacing on a headless server. But I got ValueError: invalid literal for int() with base 10: '' after running xvfb-run -a -s "-screen 0 1400x900x24" python ***py `

[rudrapoudel]

Can't figure out what was the actual problem, however after upgrading to Ubuntu 18.04 solves my problem. Hence, I believe the bug is related with Xorg version/broken. Hence, I am closing the bug.

[quantumiracle]

@rudrapoudel Could you please provide the gym-version you are using, I'm meeting the same problem as you do now?

[rudrapoudel]

I used latest version of gym installed with pip on last Saturday.

[pengzhenghao]

I have the same issue. Exactly what @rudrapoudel met. Anybody know how to run CarRacing-v0 in headless machine without upgrading the system?

[pengzhenghao]

I also observe a weird phenomenon. When self.render() is called in the first time, the memory consumption on my remote server increases drastically (up to 80G for only single CarRacing-v0 environment). I am not sure what this related to the render issue that return wrong data when calling image_data = pyglet.image.get_buffer_manager().get_color_buffer().get_image_data()

[rvadaga]

Anyone find a fix for this? I'm facing the same issue (ValueError: cannot reshape array of size 0 into shape (96,96,4) from this snippet). I've searched around but couldn't find anything useful. Neither does the pyglet website talk about this.

Based on what @rudrapoudel posted above, seems like some system packages are incompatible. Also I'm in a place where I can't update the Linux OS. I've experimented on 2 different systems on the server (one with gpu and the other without, if that matters) and it seems to work fine on the cpu, but not on the gpu machine.

[codejamroad]

Headless servers Opengym AI rendering Error while using ray

While using ray for distributed computation, all the servers are headless (no display). Therefore, using "xvfb-run -s “-screen 0 1400x900x24” to create screen.

Getting error pyglet.canvas.xlib.NoSuchDisplayException: Cannot connect to “None”

Without ray using only 1 machine, this command works perfectly. "xvfb-run -s “-screen 0 1400x900x24”

In conclusion, xvfb-run doesn’t work with ray distribution.

Does Ray require extra configuration to achieve this? Is there any other way I can get past this error? I am working on a Car Racing environment from open gym ai which triggers rendering.

[qgallouedec]

Use

xvfb-run python my_script.py

(Instead of just python my_script.py)