Duckietown Challenges Home Challenges Submissions

Submission 398

Submission398
Competingyes
Challengeaido-LFVI_multi-sim-testing
UserBea Baselines 🐤
Date submitted
Last status update
Completecomplete
DetailsEvaluation is complete.
Sisters
Result💚
Jobssim-0of4: 17168 sim-1of4: 17185 sim-2of4: 17169 sim-3of4: 17164
Next
User labelbaseline-RL-sim-pytorch
Admin priority50
Blessingn/a
User priority50

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Evaluation jobs for this submission

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Job IDstepstatusup to datedate starteddate completeddurationmessage
17185sim-1of4successyes0:25:31
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survival_time_median59.99999999999873
in-drivable-lane_median5.47500000000003
driven_lanedir_consec_median-0.8215220025046082
deviation-center-line_median4.305546563658694


other stats
deviation-center-line_max5.171450978020262
deviation-center-line_mean4.02137097027396
deviation-center-line_min2.302939775758191
deviation-heading_max51.54852365041183
deviation-heading_mean37.77639908639871
deviation-heading_median37.21995841671929
deviation-heading_min25.117155861744457
distance-from-start_max0.18588748101368505
distance-from-start_mean0.15097018252610117
distance-from-start_median0.15088783296052174
distance-from-start_min0.11621758316967618
driven_any_max12.513551063996816
driven_any_mean4.944719751362862
driven_any_median3.2864427123964366
driven_any_min0.6924425166617605
driven_lanedir_consec_max-0.08097562554351923
driven_lanedir_consec_mean-1.2372144502765563
driven_lanedir_consec_min-3.224838170553489
driven_lanedir_max-0.08097562554351923
driven_lanedir_mean-1.3912337042022092
driven_lanedir_median-1.129560510355914
driven_lanedir_min-3.224838170553489
in-drivable-lane_max31.749999999999183
in-drivable-lane_mean10.92499999999981
in-drivable-lane_min0.9999999999999964
per-episodes
details{"4way-000-ego0": {"driven_any": 1.5810350339117762, "survival_time": 59.99999999999873, "driven_lanedir": -0.4173333373772574, "in-drivable-lane": 3.049999999999989, "deviation-heading": 51.54852365041183, "distance-from-start": 0.1343846756175076, "deviation-center-line": 4.285342187795043, "driven_lanedir_consec": -0.4173583943376329}, "4way-000-ego1": {"driven_any": 0.6924425166617605, "survival_time": 59.99999999999873, "driven_lanedir": -0.08097562554351923, "in-drivable-lane": 0.9999999999999964, "deviation-heading": 47.88331506265053, "distance-from-start": 0.11621758316967618, "deviation-center-line": 5.171450978020262, "driven_lanedir_consec": -0.08097562554351923}, "4way-000-ego2": {"driven_any": 4.991850390881097, "survival_time": 59.99999999999873, "driven_lanedir": -1.8417876833345703, "in-drivable-lane": 7.90000000000007, "deviation-heading": 26.55660177078805, "distance-from-start": 0.16739099030353588, "deviation-center-line": 4.325750939522345, "driven_lanedir_consec": -1.2256856106715834}, "4way-000-ego3": {"driven_any": 12.513551063996816, "survival_time": 59.99999999999873, "driven_lanedir": -3.224838170553489, "in-drivable-lane": 31.749999999999183, "deviation-heading": 25.117155861744457, "distance-from-start": 0.18588748101368505, "deviation-center-line": 2.302939775758191, "driven_lanedir_consec": -3.224838170553489}}
simulation-passed1
survival_time_max59.99999999999873
survival_time_mean59.99999999999873
survival_time_min59.99999999999873
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17169sim-2of4successyes0:02:39
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other stats
simulation-passed1
skipped1
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17168sim-0of4successyes0:36:59
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survival_time_median59.99999999999873
in-drivable-lane_median26.67499999999936
driven_lanedir_consec_median-3.302064229661129
deviation-center-line_median2.773960414552408


other stats
deviation-center-line_max7.497764103349187
deviation-center-line_mean3.776091470660392
deviation-center-line_min2.058680950187566
deviation-heading_max30.672324569221225
deviation-heading_mean22.570758873765136
deviation-heading_median26.486417545942533
deviation-heading_min6.637875833954247
distance-from-start_max0.2650720368240896
distance-from-start_mean0.1824183138007309
distance-from-start_median0.17104423455583095
distance-from-start_min0.1225127492671721
driven_any_max12.643642130986928
driven_any_mean9.414060914730172
driven_any_median12.114605091938252
driven_any_min0.7833913440572575
driven_lanedir_consec_max-0.13986650270625778
driven_lanedir_consec_mean-2.600121999524806
driven_lanedir_consec_min-3.6564930360707097
driven_lanedir_max-0.13986650270625778
driven_lanedir_mean-2.600121999524806
driven_lanedir_median-3.302064229661129
driven_lanedir_min-3.6564930360707097
in-drivable-lane_max29.89999999999928
in-drivable-lane_mean21.1999999999995
in-drivable-lane_min1.5499999999999945
per-episodes
details{"udem-000-ego0": {"driven_any": 11.879515626026524, "survival_time": 59.99999999999873, "driven_lanedir": -3.0971569809914508, "in-drivable-lane": 28.34999999999925, "deviation-heading": 26.81414532371177, "distance-from-start": 0.14499833539102558, "deviation-center-line": 2.7851128942395453, "driven_lanedir_consec": -3.0971569809914508}, "udem-000-ego1": {"driven_any": 0.7833913440572575, "survival_time": 59.99999999999873, "driven_lanedir": -0.13986650270625778, "in-drivable-lane": 1.5499999999999945, "deviation-heading": 6.637875833954247, "distance-from-start": 0.1225127492671721, "deviation-center-line": 7.497764103349187, "driven_lanedir_consec": -0.13986650270625778}, "udem-000-ego2": {"driven_any": 12.643642130986928, "survival_time": 59.99999999999873, "driven_lanedir": -3.6564930360707097, "in-drivable-lane": 24.99999999999947, "deviation-heading": 30.672324569221225, "distance-from-start": 0.2650720368240896, "deviation-center-line": 2.058680950187566, "driven_lanedir_consec": -3.6564930360707097}, "udem-000-ego3": {"driven_any": 12.349694557849984, "survival_time": 59.99999999999873, "driven_lanedir": -3.5069714783308066, "in-drivable-lane": 29.89999999999928, "deviation-heading": 26.158689768173296, "distance-from-start": 0.1970901337206363, "deviation-center-line": 2.7628079348652705, "driven_lanedir_consec": -3.5069714783308066}}
simulation-passed1
survival_time_max59.99999999999873
survival_time_mean59.99999999999873
survival_time_min59.99999999999873
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17165sim-1of4host-erroryes0:05:27
Error while running [...]
Error while running Docker Compose:

Could not run command
│    cmd: [docker-compose, -p, davinci-stage-03-6.2.53-job17165-933576, up, -d]
│ stdout: ''
│  sderr: ''
│      e: Command '['docker-compose', '-p', 'davinci-stage-03-6.2.53-job17165-933576', 'up', '-d']' returned non-zero exit status 1.
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17164sim-3of4successyes0:03:20
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other stats
simulation-passed1
skipped1
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16030sim-3of4successno0:01:13
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16028sim-2of4successno0:01:14
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16027sim-1of4successno0:23:27
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16026sim-0of4successno0:28:34
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14957sim-1of4successno0:25:23
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14956sim-2of4successno0:01:16
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14953sim-0of4successno0:28:25
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13819sim-0of4errorno0:01:26
InvalidEvaluator: Tr [...]
InvalidEvaluator:
Traceback (most recent call last):
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/code.py", line 343, in main
    length_s = await run_episode(
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/code.py", line 540, in run_episode
    dynamics=robot_conf.dynamics,
AttributeError: 'ScenarioRobotSpec' object has no attribute 'dynamics'

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 430, in main
    raise dc.InvalidEvaluator(msg) from e
duckietown_challenges.exceptions.InvalidEvaluator: Anomalous error while running episodes:
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13818sim-2of4successno0:01:14
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13817sim-1of4errorno0:01:24
InvalidEvaluator: Tr [...]
InvalidEvaluator:
Traceback (most recent call last):
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/code.py", line 343, in main
    length_s = await run_episode(
  File "/usr/local/lib/python3.8/dist-packages/duckietown_experiment_manager/code.py", line 540, in run_episode
    dynamics=robot_conf.dynamics,
AttributeError: 'ScenarioRobotSpec' object has no attribute 'dynamics'

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 430, in main
    raise dc.InvalidEvaluator(msg) from e
duckietown_challenges.exceptions.InvalidEvaluator: Anomalous error while running episodes:
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13816sim-3of4successno0:01:16
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12487sim-0of4successno0:34:15
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12485sim-1of4successno0:32:12
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12470sim-0of4successno0:32:25
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12469sim-1of4successno0:33:24
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12468sim-3of4successno0:01:17
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12467sim-2of4successno0:01:15
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7415sim-3of4successno0:03:07
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4912sim-0of4successno0:20:03
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4901sim-0of4host-errorno0:01:16
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 "ego1" aborted with the following error:

error in ego1 |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 "ego1" aborted with the following error:

error in ego1 |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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4897sim-3of4successno0:01:18
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4895sim-1of4successno0:35:17
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4894sim-2of4successno0:01:58
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4890sim-0of4host-errorno0:03:51
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 "ego2" aborted with the following error:

error in ego2 |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 "ego2" aborted with the following error:

error in ego2 |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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