Python Runtime (GPU, beta)

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Toni
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Message 57655 - Posted: 26 Oct 2021, 10:57:36 UTC

If anybody wants to help debug a new application, please enable the above mentioned app.
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Message 57656 - Posted: 26 Oct 2021, 12:09:24 UTC - in response to Message 57655.  

I don't see anything new on https://www.gpugrid.net/apps.php yet?
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Message 57657 - Posted: 26 Oct 2021, 12:30:43 UTC

GPUGRID 10/26/2021 2:01:26 PM No tasks are available for Python apps for GPU hosts
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Ian&Steve C.

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Message 57659 - Posted: 26 Oct 2021, 15:46:17 UTC

One system queued up and waiting.
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Message 57660 - Posted: 26 Oct 2021, 17:31:20 UTC

Got a 2080 Ti and two 2070 Supers ready to roll.
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Ian&Steve C.

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Message 57663 - Posted: 26 Oct 2021, 20:25:32 UTC - in response to Message 57656.  

I don't see anything new on https://www.gpugrid.net/apps.php yet?


OT, but I've always found it weird that this link is not linked from anywhere on the main GPUGRID site. can only find it via a google search or previous bookmark. if you're just browsing through the GPUGRID site it doesn't exist.
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Message 57665 - Posted: 26 Oct 2021, 23:12:12 UTC - in response to Message 57663.  

I don't see anything new on https://www.gpugrid.net/apps.php yet?


OT, but I've always found it weird that this link is not linked from anywhere on the main GPUGRID site. can only find it via a google search or previous bookmark. if you're just browsing through the GPUGRID site it doesn't exist.


Yes, there is the link, just go to the home page and click on "Join us" and on the page that opens in the "Configuring your participation" section in point 2 click on "apps" and you will find it.
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Ian&Steve C.

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Message 57666 - Posted: 27 Oct 2021, 0:57:38 UTC - in response to Message 57665.  

Thanks. You’re right it’s there.

But I’ll follow up that it’s a very odd place for it. Nearly all other BOINC project puts a link near/with credit statistics, directly on the main page, or as a link on the bottom of every page.
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Message 57668 - Posted: 27 Oct 2021, 1:41:30 UTC

Well I am checked and enabled including "run Test Apps" we will see of I get a task assigned.

Thanks
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Message 57678 - Posted: 27 Oct 2021, 13:58:31 UTC - in response to Message 57668.  

This application is enabled in my preferences, and I accept test applications, but I am not getting any python task :
mer. 27 oct. 2021 15:51:04 | GPUGRID | Scheduler request completed: got 0 new tasks

Server status shows 10 tasks waiting to be sent.
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Message 57680 - Posted: 27 Oct 2021, 16:44:26 UTC

Why are you not running more test tasks for the new app? Almost all of the tasks ended on one of Ian’s hosts … or is that enough feedback for now?

Anyway, credit calculation looks almost random to me. At least for these tasks. Any chance you will fix that before this gets into production? (Comparison: 700sec runtime awarded ~100k vs. admittedly lower end card 110k sec runtime getting 565k credit. Seems out of scope.
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Message 57682 - Posted: 28 Oct 2021, 4:00:11 UTC - in response to Message 57680.  

wow, I didnt even notice, I was out all day. I just set the system (7x GPU) to check for work every 100s or so and only checking for beta GPU work, so it doesn't surprise me that it got so many. it would ask for 7 at once, and I guess it got lucky that it asked for some work before anyone else.

beta tasks have always paid a lot of credit here for some reason.

but as with previous beta tasks, I see no indication that these tasks actually did anything on the GPU. my guess is that they ran some stuff on the CPU then finished. I've asked before what their intentions are with these tasks, and it's clear they are doing some type or machine learning kind of thing, but they dont appear to be even using the GPU at all, which is very strange when they are labelled as a cuda app.
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Message 57683 - Posted: 28 Oct 2021, 8:28:16 UTC

The apps finally appeared on the application page yesterday afternoon. So far, they are for Linux only (not mentioned in the original announcement), and with the same cuda101 / cuda 1121 variants as the current acemd runs.
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Message 57686 - Posted: 28 Oct 2021, 15:39:24 UTC - in response to Message 57683.  

The apps finally appeared on the application page yesterday afternoon. So far, they are for Linux only (not mentioned in the original announcement), and with the same cuda101 / cuda 1121 variants as the current acemd runs.


cuda100* but yeah, looks to be the same app as listed in the Anaconda Python 3 category, same versioning.

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Message 57706 - Posted: 1 Nov 2021, 10:25:58 UTC

So, uh, that was it?
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Message 57711 - Posted: 2 Nov 2021, 14:13:27 UTC - in response to Message 57706.  

Not quite, but...

Got a new Python task. It failed:

14:05:29 (821885): wrapper: running ./gpugridpy/bin/python (run.py)
  Running command git clone -q https://github.com/Unity-Technologies/obstacle-tower-env.git /tmp/pip-req-build-i6sgww_u
  ERROR: Error [Errno 2] No such file or directory: 'git' while executing command git clone -q https://github.com/Unity-Technologies/obstacle-tower-env.git /tmp/pip-req-build-i6sgww_u
ERROR: Cannot find command 'git' - do you have 'git' installed and in your PATH?

Not yet, but I'll install it before the replacement task I got on report has a chance to start.

We shouldn't need to do that.

(and now my second Linux machine has got one too)
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Message 57712 - Posted: 2 Nov 2021, 14:38:54 UTC

That looks better - I'd say the GPU is running:



But what's [ObstacleTower (as boinc)]? It's appeared on my task bar, and opens to a tiny, all black, window?
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Message 57713 - Posted: 2 Nov 2021, 14:53:23 UTC

Second machine has acquired an ObstacleTower, too.

Interesting snip from stderr in running (repeated many times):

(raylet) ModuleNotFoundError: No module named 'aiohttp.signals'
(raylet) /var/lib/boinc-client/slots/5/gpugridpy/lib/python3.8/site-packages/ray/autoscaler/_private/cli_logger.py:57: FutureWarning: Not all Ray CLI dependencies were found. In Ray 1.4+, the Ray CLI, autoscaler, and dashboard will only be usable via `pip install 'ray[default]'`. Please update your install command.
(raylet) warnings.warn(
(raylet) Traceback (most recent call last):
(raylet) File "/var/lib/boinc-client/slots/5/gpugridpy/lib/python3.8/site-packages/ray/new_dashboard/agent.py", line 22, in <module>
(raylet) import ray.new_dashboard.utils as dashboard_utils
(raylet) File "/var/lib/boinc-client/slots/5/gpugridpy/lib/python3.8/site-packages/ray/new_dashboard/utils.py", line 20, in <module>
(raylet) import aiohttp.signals
(raylet) ModuleNotFoundError: No module named 'aiohttp.signals'
WARNING:gym_unity:New seed 57 will apply on next reset.
WARNING:gym_unity:New starting floor 0 will apply on next reset.
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Toni
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Message 57714 - Posted: 2 Nov 2021, 16:02:12 UTC - in response to Message 57711.  

This is being solved server-side, no need to install software of course.

Not quite, but...

Got a new Python task. It failed:

14:05:29 (821885): wrapper: running ./gpugridpy/bin/python (run.py)
  Running command git clone -q https://github.com/Unity-Technologies/obstacle-tower-env.git /tmp/pip-req-build-i6sgww_u
  ERROR: Error [Errno 2] No such file or directory: 'git' while executing command git clone -q https://github.com/Unity-Technologies/obstacle-tower-env.git /tmp/pip-req-build-i6sgww_u
ERROR: Cannot find command 'git' - do you have 'git' installed and in your PATH?

Not yet, but I'll install it before the replacement task I got on report has a chance to start.

We shouldn't need to do that.

(and now my second Linux machine has got one too)

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Message 57715 - Posted: 2 Nov 2021, 16:22:51 UTC - in response to Message 57711.  

The Obstacle Tower environment is a simulated environment for machine learning (Reinforcement Learning) research. Note that in order to research how to train and deploy embodied agents in the real word it is common to research in 3D world simulations like this on. This is the github page of the project: https://github.com/Unity-Technologies/obstacle-tower-env

We use it as a testbench within our efforts to train populations of interacting artificial intelligent agents able to develop complex behaviours and solve complex tasks. The environment runs on GPU, and the Deep Learning models learning how to solve the simulation too.

Most of the bugs we are trying to solve are related to the environment. It is installed via git, but the git-related issues is being solved from the server side as mentioned. The reported stderr message "ModuleNotFoundError: No module named 'aiohttp.signals'" should be solved now. The small black screen is also related to the environment.
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