| message | Operator message: '' [...]Operator message: ''
Logs:
DEBUG:commons:version: 6.1.7 *
INFO:typing:version: 6.1.8
DEBUG:aido_schemas:aido-protocols version 6.0.33 path /usr/local/lib/python3.8/dist-packages
INFO:nodes:version 6.1.1 path /usr/local/lib/python3.8/dist-packages pyparsing 2.4.6
2020-12-11 21:10:57.484773: I tensorflow/stream_executor/platform/default/dso_loader.cc:48] Successfully opened dynamic library libcudart.so.10.1
2020-12-11 21:11:00.240024: W tensorflow/stream_executor/platform/default/dso_loader.cc:59] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:
2020-12-11 21:11:00.240064: W tensorflow/stream_executor/cuda/cuda_driver.cc:312] failed call to cuInit: UNKNOWN ERROR (303)
2020-12-11 21:11:00.240112: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:163] no NVIDIA GPU device is present: /dev/nvidia0 does not exist
DEBUG:ipce:version 6.0.36 path /usr/local/lib/python3.8/dist-packages
INFO:nodes_wrapper:checking implementation
INFO:nodes_wrapper:checking implementation OK
DEBUG:nodes_wrapper:run_loop
fin: /fifos/ego0-in
fout: fifo:/fifos/ego0-out
INFO:nodes_wrapper:Fifo /fifos/ego0-out created. I will block until a reader appears.
INFO:nodes_wrapper:Fifo reader appeared for /fifos/ego0-out.
INFO:nodes_wrapper:Node RLlibAgent starting reading
fi_desc: /fifos/ego0-in
fo_desc: fifo:/fifos/ego0-out
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: init()
WARNING:config.config:Found paths with seed 3092:
WARNING:config.config:0: ./models/PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand_3092/Dec10_00-31-47/config_dump_3092.yml
WARNING:config.config:Found checkpoints in ./models/PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand_3092/Dec10_00-31-47:
WARNING:config.config:0: ./models/PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand_3092/Dec10_00-31-47/PPO_0_2020-12-10_00-31-48u8cipgyq/checkpoint_363/checkpoint-363
WARNING:config.config:Config loaded from ./models/PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand_3092/Dec10_00-31-47/config_dump_3092.yml
WARNING:config.config:Model checkpoint loaded from ./models/PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand_3092/Dec10_00-31-47/PPO_0_2020-12-10_00-31-48u8cipgyq/checkpoint_363/checkpoint-363
WARNING:config.config:Updating default config values by:
env_config:
mode: inference
WARNING:config.config:Env_config.mode is 'inference', some hyperparameters will be overwritten by:
rllib_config:
num_workers: 0
num_gpus: 0
callbacks: {}
ray_init_config:
num_cpus: 1
memory: 2097152000
object_store_memory: 209715200
redis_max_memory: 209715200
local_mode: true
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: === Wrappers ===================================
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: Observation wrappers
<ClipImageWrapper<DummyDuckietownGymLikeEnv instance>>
<ResizeWrapper<ClipImageWrapper<DummyDuckietownGymLikeEnv instance>>>
<ObservationBufferWrapper<ResizeWrapper<ClipImageWrapper<DummyDuckietownGymLikeEnv instance>>>>
<NormalizeWrapper<ObservationBufferWrapper<ResizeWrapper<ClipImageWrapper<DummyDuckietownGymLikeEnv instance>>>>>
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: Action wrappers
<Heading2WheelVelsWrapper<NormalizeWrapper<ObservationBufferWrapper<ResizeWrapper<ClipImageWrapper<DummyDuckietownGymLikeEnv instance>>>>>>
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: Reward wrappers
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: === Config ===================================
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: seed: 3092
experiment_name: PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand
algo: PPO
algo_config_files:
PPO: config/algo/ppo.yml
general: config/algo/general.yml
env_config:
mode: inference
episode_max_steps: 500
resized_input_shape: (84, 84)
crop_image_top: true
top_crop_divider: 3
grayscale_image: false
frame_stacking: true
frame_stacking_depth: 3
motion_blur: false
action_type: heading
reward_function: posangle
distortion: true
accepted_start_angle_deg: 30
simulation_framerate: 30
frame_skip: 3
action_delay_ratio: 0.0
training_map: multimap_aido5
domain_rand: true
dynamics_rand: true
camera_rand: true
frame_repeating: 0.0
spawn_obstacles: false
obstacles:
duckie:
density: 0.5
static: true
duckiebot:
density: 0
static: false
spawn_forward_obstacle: false
aido_wrapper: true
wandb:
project: duckietown-rllib
experiment_name: PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand
seed: 3092
ray_init_config:
num_cpus: 1
webui_host: 127.0.0.1
memory: 2097152000
object_store_memory: 209715200
redis_max_memory: 209715200
local_mode: true
restore_seed: 3091
restore_experiment_idx: 0
restore_checkpoint_idx: 0
debug_hparams:
rllib_config:
num_workers: 1
num_gpus: 0
ray_init_config:
num_cpus: 1
memory: 2097152000
object_store_memory: 209715200
redis_max_memory: 209715200
local_mode: true
inference_hparams:
rllib_config:
num_workers: 0
num_gpus: 0
callbacks: {}
ray_init_config:
num_cpus: 1
memory: 2097152000
object_store_memory: 209715200
redis_max_memory: 209715200
local_mode: true
timesteps_total: 4000000.0
rllib_config:
num_workers: 0
sample_batch_size: 265
num_gpus: 0
train_batch_size: 4096
gamma: 0.99
lr: 5.0e-05
monitor: false
evaluation_interval: 25
evaluation_num_episodes: 2
evaluation_config:
monitor: false
explore: false
seed: 1234
lambda: 0.95
sgd_minibatch_size: 128
vf_loss_coeff: 0.5
entropy_coeff: 0.0
clip_param: 0.2
vf_clip_param: 0.2
grad_clip: 0.5
env: Duckietown
callbacks: {}
env_config:
mode: inference
episode_max_steps: 500
resized_input_shape: (84, 84)
crop_image_top: true
top_crop_divider: 3
grayscale_image: false
frame_stacking: true
frame_stacking_depth: 3
motion_blur: false
action_type: heading
reward_function: posangle
distortion: true
accepted_start_angle_deg: 30
simulation_framerate: 30
frame_skip: 3
action_delay_ratio: 0.0
training_map: multimap_aido5
domain_rand: true
dynamics_rand: true
camera_rand: true
frame_repeating: 0.0
spawn_obstacles: false
obstacles:
duckie:
density: 0.5
static: true
duckiebot:
density: 0
static: false
spawn_forward_obstacle: false
aido_wrapper: true
wandb:
project: duckietown-rllib
experiment_name: PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand
seed: 3092
2020-12-11 21:11:03,758 INFO trainer.py:428 -- Tip: set 'eager': true or the --eager flag to enable TensorFlow eager execution
2020-12-11 21:11:03,777 ERROR syncer.py:39 -- Log sync requires rsync to be installed.
2020-12-11 21:11:03,778 WARNING deprecation.py:29 -- DeprecationWarning: `sample_batch_size` has been deprecated. Use `rollout_fragment_length` instead. This will raise an error in the future!
2020-12-11 21:11:03,778 INFO trainer.py:583 -- Current log_level is WARN. For more information, set 'log_level': 'INFO' / 'DEBUG' or use the -v and -vv flags.
2020-12-11 21:11:03.793170: I tensorflow/core/platform/cpu_feature_guard.cc:142] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN)to use the following CPU instructions in performance-critical operations: AVX2 FMA
To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
2020-12-11 21:11:03.800627: I tensorflow/core/platform/profile_utils/cpu_utils.cc:104] CPU Frequency: 2599935000 Hz
2020-12-11 21:11:03.801289: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x90734d0 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2020-12-11 21:11:03.801341: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
2020-12-11 21:11:08,963 INFO trainable.py:217 -- Getting current IP.
2020-12-11 21:11:08,964 WARNING util.py:37 -- Install gputil for GPU system monitoring.
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: Restoring checkpoint from: ./models/PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand_3092/Dec10_00-31-47/PPO_0_2020-12-10_00-31-48u8cipgyq/checkpoint_363/checkpoint-363
2020-12-11 21:11:09,040 INFO trainable.py:217 -- Getting current IP.
2020-12-11 21:11:09,040 INFO trainable.py:422 -- Restored on 172.17.0.2 from checkpoint: ./models/PPO-RLlib-AIDO5_FrameSkip3_NewMaps_StartAngle30_AIDOWrapper_DomainRand_3092/Dec10_00-31-47/PPO_0_2020-12-10_00-31-48u8cipgyq/checkpoint_363/checkpoint-363
2020-12-11 21:11:09,040 INFO trainable.py:430 -- Current state after restoring: {'_iteration': 363, '_timesteps_total': 1539120, '_time_total': 110224.9016327858, '_episodes_total': 8614}
INFO:nodes_wrapper:5f97768fd25d:RLlibAgent: Starting episode "episode".
ERROR:nodes_wrapper:Error in node RLlibAgent:
Traceback (most recent call last):
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 355, in loop
handle_message_node(parsed, receiver0, context0)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 531, in handle_message_node
call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/utils.py", line 21, in call_if_fun_exists
f(**kwargs)
File "solution.py", line 61, in on_received_observations
new_image = jpg2rgb(camera.jpg_data)
File "solution.py", line 113, in jpg2rgb
im = im.convert('RGB')
File "/usr/local/lib/python3.8/dist-packages/PIL/Image.py", line 902, in convert
self.load()
File "/usr/local/lib/python3.8/dist-packages/PIL/ImageFile.py", line 261, in load
n, err_code = decoder.decode(b)
File "/usr/local/lib/python3.8/dist-packages/ray/worker.py", line 881, in sigterm_handler
sys.exit(signal.SIGTERM)
SystemExit: Signals.SIGTERM
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 243, in run_loop
loop(node_name, fi, fo, node, protocol, tin, tout, config=config, fi_desc=fin, fo_desc=fout)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 378, in loop
raise InternalProblem(msg) from e # XXX
zuper_nodes.structures.InternalProblem: Exception while handling a message on topic "observations".
| Traceback (most recent call last):
| File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 355, in loop
| handle_message_node(parsed, receiver0, context0)
| File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 531, in handle_message_node
| call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
| File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/utils.py", line 21, in call_if_fun_exists
| f(**kwargs)
| File "solution.py", line 61, in on_received_observations
| new_image = jpg2rgb(camera.jpg_data)
| File "solution.py", line 113, in jpg2rgb
| im = im.convert('RGB')
| File "/usr/local/lib/python3.8/dist-packages/PIL/Image.py", line 902, in convert
| self.load()
| File "/usr/local/lib/python3.8/dist-packages/PIL/ImageFile.py", line 261, in load
| n, err_code = decoder.decode(b)
| File "/usr/local/lib/python3.8/dist-packages/ray/worker.py", line 881, in sigterm_handler
| sys.exit(signal.SIGTERM)
| SystemExit: Signals.SIGTERM
|
Traceback (most recent call last):
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 355, in loop
handle_message_node(parsed, receiver0, context0)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 531, in handle_message_node
call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/utils.py", line 21, in call_if_fun_exists
f(**kwargs)
File "solution.py", line 61, in on_received_observations
new_image = jpg2rgb(camera.jpg_data)
File "solution.py", line 113, in jpg2rgb
im = im.convert('RGB')
File "/usr/local/lib/python3.8/dist-packages/PIL/Image.py", line 902, in convert
self.load()
File "/usr/local/lib/python3.8/dist-packages/PIL/ImageFile.py", line 261, in load
n, err_code = decoder.decode(b)
File "/usr/local/lib/python3.8/dist-packages/ray/worker.py", line 881, in sigterm_handler
sys.exit(signal.SIGTERM)
SystemExit: Signals.SIGTERM
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 243, in run_loop
loop(node_name, fi, fo, node, protocol, tin, tout, config=config, fi_desc=fin, fo_desc=fout)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 378, in loop
raise InternalProblem(msg) from e # XXX
zuper_nodes.structures.InternalProblem: Exception while handling a message on topic "observations".
| Traceback (most recent call last):
| File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 355, in loop
| handle_message_node(parsed, receiver0, context0)
| File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 531, in handle_message_node
| call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
| File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/utils.py", line 21, in call_if_fun_exists
| f(**kwargs)
| File "solution.py", line 61, in on_received_observations
| new_image = jpg2rgb(camera.jpg_data)
| File "solution.py", line 113, in jpg2rgb
| im = im.convert('RGB')
| File "/usr/local/lib/python3.8/dist-packages/PIL/Image.py", line 902, in convert
| self.load()
| File "/usr/local/lib/python3.8/dist-packages/PIL/ImageFile.py", line 261, in load
| n, err_code = decoder.decode(b)
| File "/usr/local/lib/python3.8/dist-packages/ray/worker.py", line 881, in sigterm_handler
| sys.exit(signal.SIGTERM)
| SystemExit: Signals.SIGTERM
|
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "solution.py", line 127, in <module>
main()
File "solution.py", line 123, in main
wrap_direct(node=node, protocol=protocol)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/interface.py", line 24, in wrap_direct
run_loop(node, protocol, args)
File "/usr/local/lib/python3.8/dist-packages/zuper_nodes_wrapper/wrapper.py", line 251, in run_loop
raise Exception(msg) from e
Exception: Error in node RLlibAgent
|
András Kalapos 🇭🇺