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Submission 387

Submission387
Competingyes
Challengeaido-LFV-sim-validation
UserBea Baselines 🐤
Date submitted
Last status update
Completecomplete
DetailsEvaluation is complete.
Sisters
Result💔
Jobssim-0of4: 17241 sim-1of4: 17247 sim-2of4: 17237 sim-3of4: 17240
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User labelbaseline-RL-sim-pytorch
Admin priority50
Blessingn/a
User priority50

17247

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loop-000

17241

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autolab-000

17240

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zigzag-000

Evaluation jobs for this submission

See previous jobs for previous versions of challenges
Job IDstepstatusup to datedate starteddate completeddurationmessage
17247sim-1of4successyes0:15:47
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median59.99999999999873
in-drivable-lane_median22.09999999999943
driven_lanedir_consec_median-2.969341770370051
deviation-center-line_median2.5374840186308054


other stats
deviation-center-line_max2.5374840186308054
deviation-center-line_mean2.5374840186308054
deviation-center-line_min2.5374840186308054
deviation-heading_max28.621554599827196
deviation-heading_mean28.621554599827196
deviation-heading_median28.621554599827196
deviation-heading_min28.621554599827196
distance-from-start_max0.27298518426220825
distance-from-start_mean0.27298518426220825
distance-from-start_median0.27298518426220825
distance-from-start_min0.27298518426220825
driven_any_max10.993307343638932
driven_any_mean10.993307343638932
driven_any_median10.993307343638932
driven_any_min10.993307343638932
driven_lanedir_consec_max-2.969341770370051
driven_lanedir_consec_mean-2.969341770370051
driven_lanedir_consec_min-2.969341770370051
driven_lanedir_max-3.2185377228675134
driven_lanedir_mean-3.2185377228675134
driven_lanedir_median-3.2185377228675134
driven_lanedir_min-3.2185377228675134
in-drivable-lane_max22.09999999999943
in-drivable-lane_mean22.09999999999943
in-drivable-lane_min22.09999999999943
per-episodes
details{"loop-000-ego0": {"driven_any": 10.993307343638932, "survival_time": 59.99999999999873, "driven_lanedir": -3.2185377228675134, "in-drivable-lane": 22.09999999999943, "deviation-heading": 28.621554599827196, "distance-from-start": 0.27298518426220825, "deviation-center-line": 2.5374840186308054, "driven_lanedir_consec": -2.969341770370051}}
simulation-passed1
survival_time_max59.99999999999873
survival_time_mean59.99999999999873
survival_time_min59.99999999999873
No reset possible
17241sim-0of4successyes0:07:38
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survival_time_median17.95000000000012
in-drivable-lane_median6.150000000000045
driven_lanedir_consec_median-1.1302759793993178
deviation-center-line_median0.987760401927135


other stats
deviation-center-line_max0.987760401927135
deviation-center-line_mean0.987760401927135
deviation-center-line_min0.987760401927135
deviation-heading_max8.186748710268294
deviation-heading_mean8.186748710268294
deviation-heading_median8.186748710268294
deviation-heading_min8.186748710268294
distance-from-start_max0.1877209254407249
distance-from-start_mean0.1877209254407249
distance-from-start_median0.1877209254407249
distance-from-start_min0.1877209254407249
driven_any_max3.746361869050701
driven_any_mean3.746361869050701
driven_any_median3.746361869050701
driven_any_min3.746361869050701
driven_lanedir_consec_max-1.1302759793993178
driven_lanedir_consec_mean-1.1302759793993178
driven_lanedir_consec_min-1.1302759793993178
driven_lanedir_max-1.7375542687953058
driven_lanedir_mean-1.7375542687953058
driven_lanedir_median-1.7375542687953058
driven_lanedir_min-1.7375542687953058
in-drivable-lane_max6.150000000000045
in-drivable-lane_mean6.150000000000045
in-drivable-lane_min6.150000000000045
per-episodes
details{"autolab-000-ego0": {"driven_any": 3.746361869050701, "survival_time": 17.95000000000012, "driven_lanedir": -1.7375542687953058, "in-drivable-lane": 6.150000000000045, "deviation-heading": 8.186748710268294, "distance-from-start": 0.1877209254407249, "deviation-center-line": 0.987760401927135, "driven_lanedir_consec": -1.1302759793993178}}
simulation-passed1
survival_time_max17.95000000000012
survival_time_mean17.95000000000012
survival_time_min17.95000000000012
No reset possible
17240sim-3of4successyes0:21:56
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median59.99999999999873
in-drivable-lane_median27.349999999998943
driven_lanedir_consec_median-2.208278780698058
deviation-center-line_median3.1274717244018553


other stats
deviation-center-line_max3.1274717244018553
deviation-center-line_mean3.1274717244018553
deviation-center-line_min3.1274717244018553
deviation-heading_max23.145833022185233
deviation-heading_mean23.145833022185233
deviation-heading_median23.145833022185233
deviation-heading_min23.145833022185233
distance-from-start_max0.3346939981099261
distance-from-start_mean0.3346939981099261
distance-from-start_median0.3346939981099261
distance-from-start_min0.3346939981099261
driven_any_max12.963742779376927
driven_any_mean12.963742779376927
driven_any_median12.963742779376927
driven_any_min12.963742779376927
driven_lanedir_consec_max-2.208278780698058
driven_lanedir_consec_mean-2.208278780698058
driven_lanedir_consec_min-2.208278780698058
driven_lanedir_max-4.708754854438169
driven_lanedir_mean-4.708754854438169
driven_lanedir_median-4.708754854438169
driven_lanedir_min-4.708754854438169
in-drivable-lane_max27.349999999998943
in-drivable-lane_mean27.349999999998943
in-drivable-lane_min27.349999999998943
per-episodes
details{"zigzag-000-ego0": {"driven_any": 12.963742779376927, "survival_time": 59.99999999999873, "driven_lanedir": -4.708754854438169, "in-drivable-lane": 27.349999999998943, "deviation-heading": 23.145833022185233, "distance-from-start": 0.3346939981099261, "deviation-center-line": 3.1274717244018553, "driven_lanedir_consec": -2.208278780698058}}
simulation-passed1
survival_time_max59.99999999999873
survival_time_mean59.99999999999873
survival_time_min59.99999999999873
No reset possible
17237sim-2of4failedyes0:01:38
The container "solut [...]
The container "solution-ego0" exited with code 1.


Look at the logs for the container to know more about the error.
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17234sim-3of4host-erroryes0:01:29
InvalidEnvironment: [...]
InvalidEnvironment:
Traceback (most recent call last):
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/code.py", line 298, in main
    robot_ci.write_topic_and_expect_zero("seed", config.seed)
  File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper_outside.py", line 156, in write_topic_and_expect_zero
    msgs = read_reply(self.fpout, timeout=timeout, nickname=self.nickname)
  File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper_outside.py", line 338, in read_reply
    raise RemoteNodeAborted(msg)
zuper_nodes.structures.RemoteNodeAborted: The remote node "ego0" aborted with the following error:

error in ego0 |Unexpected error:
              |
              || Traceback (most recent call last):
              ||   File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 385, in loop
              ||     call_if_fun_exists(node, "init", context=context_data)
              ||   File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/utils.py", line 21, in call_if_fun_exists
              ||     f(**kwargs)
              ||   File "/workspace/solution.py", line 38, in init
              ||     self.model = DDPG(state_dim=self.image_processor.shape, action_dim=2, max_action=1, net_type="cnn")
              ||   File "/workspace/model.py", line 160, in __init__
              ||     self.actor = ActorCNN(action_dim, max_action).to(device)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 612, in to
              ||     return self._apply(convert)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 359, in _apply
              ||     module._apply(fn)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 381, in _apply
              ||     param_applied = fn(param)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 610, in convert
              ||     return t.to(device, dtype if t.is_floating_point() else None, non_blocking)
              || RuntimeError: CUDA error: out of memory
              ||

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/python3.8/dist-packages/duckietown_challenges/cie_concrete.py", line 691, in scoring_context
    yield cie
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/experiment_manager.py", line 60, in go
    wrap(cie)
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/experiment_manager.py", line 33, in wrap
    asyncio.run(main(cie, logdir, attempts), debug=True)
  File "/usr/lib/python3.8/asyncio/runners.py", line 44, in run
    return loop.run_until_complete(main)
  File "/usr/lib/python3.8/asyncio/base_events.py", line 616, in run_until_complete
    return future.result()
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/code.py", line 306, in main
    raise InvalidEnvironment(msg) from e
duckietown_challenges.exceptions.InvalidEnvironment: Detected out of CUDA memory:

Traceback (most recent call last):
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/code.py", line 298, in main
    robot_ci.write_topic_and_expect_zero("seed", config.seed)
  File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper_outside.py", line 156, in write_topic_and_expect_zero
    msgs = read_reply(self.fpout, timeout=timeout, nickname=self.nickname)
  File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper_outside.py", line 338, in read_reply
    raise RemoteNodeAborted(msg)
zuper_nodes.structures.RemoteNodeAborted: The remote node "ego0" aborted with the following error:

error in ego0 |Unexpected error:
              |
              || Traceback (most recent call last):
              ||   File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 385, in loop
              ||     call_if_fun_exists(node, "init", context=context_data)
              ||   File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/utils.py", line 21, in call_if_fun_exists
              ||     f(**kwargs)
              ||   File "/workspace/solution.py", line 38, in init
              ||     self.model = DDPG(state_dim=self.image_processor.shape, action_dim=2, max_action=1, net_type="cnn")
              ||   File "/workspace/model.py", line 160, in __init__
              ||     self.actor = ActorCNN(action_dim, max_action).to(device)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 612, in to
              ||     return self._apply(convert)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 359, in _apply
              ||     module._apply(fn)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 381, in _apply
              ||     param_applied = fn(param)
              ||   File "/usr/local/lib/python3.8/dist-packages/torch/nn/modules/module.py", line 610, in convert
              ||     return t.to(device, dtype if t.is_floating_point() else None, non_blocking)
              || RuntimeError: CUDA error: out of memory
              ||

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