bash: cannot set terminal process group (-1): Inappropriate ioctl for device
bash: no job control in this shell
2020-09-24 13:52:51,258 sagemaker-training-toolkit INFO     Imported framework sagemaker_pytorch_container.training
2020-09-24 13:52:51,260 sagemaker-training-toolkit INFO     No GPUs detected (normal if no gpus installed)
2020-09-24 13:52:51,271 sagemaker_pytorch_container.training INFO     Block until all host DNS lookups succeed.
2020-09-24 13:52:51,496 sagemaker_pytorch_container.training INFO     Invoking user training script.
2020-09-24 13:52:51,783 sagemaker-training-toolkit INFO     Installing dependencies from requirements.txt:
/opt/conda/bin/python -m pip install -r requirements.txt
Collecting transformers==3.0.2
  Downloading transformers-3.0.2-py3-none-any.whl (769 kB)
Collecting filelock
  Downloading filelock-3.0.12-py3-none-any.whl (7.6 kB)
Collecting sentencepiece!=0.1.92
  Downloading sentencepiece-0.1.91-cp36-cp36m-manylinux1_x86_64.whl (1.1 MB)
Collecting sacremoses
  Downloading sacremoses-0.0.43.tar.gz (883 kB)
Requirement already satisfied: requests in /opt/conda/lib/python3.6/site-packages (from transformers==3.0.2->-r requirements.txt (line 1)) (2.24.0)
Requirement already satisfied: numpy in /opt/conda/lib/python3.6/site-packages (from transformers==3.0.2->-r requirements.txt (line 1)) (1.19.1)
Collecting tokenizers==0.8.1.rc1
  Downloading tokenizers-0.8.1rc1-cp36-cp36m-manylinux1_x86_64.whl (3.0 MB)
Collecting regex!=2019.12.17
  Downloading regex-2020.7.14-cp36-cp36m-manylinux2010_x86_64.whl (660 kB)
Requirement already satisfied: dataclasses; python_version < "3.7" in /opt/conda/lib/python3.6/site-packages (from transformers==3.0.2->-r requirements.txt (line 1)) (0.7)
Requirement already satisfied: tqdm>=4.27 in /opt/conda/lib/python3.6/site-packages (from transformers==3.0.2->-r requirements.txt (line 1)) (4.46.0)
Requirement already satisfied: packaging in /opt/conda/lib/python3.6/site-packages (from transformers==3.0.2->-r requirements.txt (line 1)) (20.4)
Requirement already satisfied: six in /opt/conda/lib/python3.6/site-packages (from sacremoses->transformers==3.0.2->-r requirements.txt (line 1)) (1.15.0)
Requirement already satisfied: click in /opt/conda/lib/python3.6/site-packages (from sacremoses->transformers==3.0.2->-r requirements.txt (line 1)) (7.1.2)
Requirement already satisfied: joblib in /opt/conda/lib/python3.6/site-packages (from sacremoses->transformers==3.0.2->-r requirements.txt (line 1)) (0.16.0)
Requirement already satisfied: chardet<4,>=3.0.2 in /opt/conda/lib/python3.6/site-packages (from requests->transformers==3.0.2->-r requirements.txt (line 1)) (3.0.4)
Requirement already satisfied: idna<3,>=2.5 in /opt/conda/lib/python3.6/site-packages (from requests->transformers==3.0.2->-r requirements.txt (line 1)) (2.9)
Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.6/site-packages (from requests->transformers==3.0.2->-r requirements.txt (line 1)) (2020.6.20)
Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /opt/conda/lib/python3.6/site-packages (from requests->transformers==3.0.2->-r requirements.txt (line 1)) (1.25.10)
Requirement already satisfied: pyparsing>=2.0.2 in /opt/conda/lib/python3.6/site-packages (from packaging->transformers==3.0.2->-r requirements.txt (line 1)) (2.4.7)
Building wheels for collected packages: sacremoses
  Building wheel for sacremoses (setup.py): started
  Building wheel for sacremoses (setup.py): finished with status 'done'
  Created wheel for sacremoses: filename=sacremoses-0.0.43-py3-none-any.whl size=893259 sha256=c2588b32f602ae83d216b4b5d115ad0dca53b1005d218fa8d277ff7fbdaf3b84
  Stored in directory: /root/.cache/pip/wheels/49/25/98/cdea9c79b2d9a22ccc59540b1784b67f06b633378e97f58da2
Successfully built sacremoses
Installing collected packages: filelock, sentencepiece, regex, sacremoses, tokenizers, transformers
Successfully installed filelock-3.0.12 regex-2020.7.14 sacremoses-0.0.43 sentencepiece-0.1.91 tokenizers-0.8.1rc1 transformers-3.0.2
2020-09-24 13:52:55,903 sagemaker-training-toolkit INFO     No GPUs detected (normal if no gpus installed)
2020-09-24 13:52:55,915 sagemaker-training-toolkit INFO     No GPUs detected (normal if no gpus installed)
2020-09-24 13:52:55,926 sagemaker-training-toolkit INFO     No GPUs detected (normal if no gpus installed)
2020-09-24 13:52:55,936 sagemaker-training-toolkit INFO     Invoking user script

Training Env:

{
    "additional_framework_parameters": {},
    "channel_input_dirs": {
        "persons": "/opt/ml/input/data/persons",
        "data": "/opt/ml/input/data/data"
    },
    "current_host": "algo-1",
    "framework_module": "sagemaker_pytorch_container.training:main",
    "hosts": [
        "algo-1",
        "algo-2"
    ],
    "hyperparameters": {
        "task_type": "1"
    },
    "input_config_dir": "/opt/ml/input/config",
    "input_data_config": {
        "persons": {
            "TrainingInputMode": "File",
            "S3DistributionType": "FullyReplicated",
            "RecordWrapperType": "None"
        },
        "data": {
            "TrainingInputMode": "File",
            "S3DistributionType": "FullyReplicated",
            "RecordWrapperType": "None"
        }
    },
    "input_dir": "/opt/ml/input",
    "is_master": true,
    "job_name": "cli-task6-1-2020-09-24-13-48-51-lNIcalT0",
    "log_level": 20,
    "master_hostname": "algo-1",
    "model_dir": "/opt/ml/model",
    "module_dir": "s3://sagemaker-us-east-1-667232328135/tests/simple-sagemaker-example-cli_2020-09-24-13-43-54_py37/cli-task6-1/cli-task6-1-2020-09-24-13-48-51-lNIcalT0/source/sourcedir.tar.gz",
    "module_name": "worker6",
    "network_interface_name": "eth0",
    "num_cpus": 2,
    "num_gpus": 0,
    "output_data_dir": "/opt/ml/output/data",
    "output_dir": "/opt/ml/output",
    "output_intermediate_dir": "/opt/ml/output/intermediate",
    "resource_config": {
        "current_host": "algo-1",
        "hosts": [
            "algo-1",
            "algo-2"
        ],
        "network_interface_name": "eth0"
    },
    "user_entry_point": "worker6.py"
}

Environment variables:

SM_HOSTS=["algo-1","algo-2"]
SM_NETWORK_INTERFACE_NAME=eth0
SM_HPS={"task_type":"1"}
SM_USER_ENTRY_POINT=worker6.py
SM_FRAMEWORK_PARAMS={}
SM_RESOURCE_CONFIG={"current_host":"algo-1","hosts":["algo-1","algo-2"],"network_interface_name":"eth0"}
SM_INPUT_DATA_CONFIG={"data":{"RecordWrapperType":"None","S3DistributionType":"FullyReplicated","TrainingInputMode":"File"},"persons":{"RecordWrapperType":"None","S3DistributionType":"FullyReplicated","TrainingInputMode":"File"}}
SM_OUTPUT_DATA_DIR=/opt/ml/output/data
SM_CHANNELS=["data","persons"]
SM_CURRENT_HOST=algo-1
SM_MODULE_NAME=worker6
SM_LOG_LEVEL=20
SM_FRAMEWORK_MODULE=sagemaker_pytorch_container.training:main
SM_INPUT_DIR=/opt/ml/input
SM_INPUT_CONFIG_DIR=/opt/ml/input/config
SM_OUTPUT_DIR=/opt/ml/output
SM_NUM_CPUS=2
SM_NUM_GPUS=0
SM_MODEL_DIR=/opt/ml/model
SM_MODULE_DIR=s3://sagemaker-us-east-1-667232328135/tests/simple-sagemaker-example-cli_2020-09-24-13-43-54_py37/cli-task6-1/cli-task6-1-2020-09-24-13-48-51-lNIcalT0/source/sourcedir.tar.gz
SM_TRAINING_ENV={"additional_framework_parameters":{},"channel_input_dirs":{"data":"/opt/ml/input/data/data","persons":"/opt/ml/input/data/persons"},"current_host":"algo-1","framework_module":"sagemaker_pytorch_container.training:main","hosts":["algo-1","algo-2"],"hyperparameters":{"task_type":"1"},"input_config_dir":"/opt/ml/input/config","input_data_config":{"data":{"RecordWrapperType":"None","S3DistributionType":"FullyReplicated","TrainingInputMode":"File"},"persons":{"RecordWrapperType":"None","S3DistributionType":"FullyReplicated","TrainingInputMode":"File"}},"input_dir":"/opt/ml/input","is_master":true,"job_name":"cli-task6-1-2020-09-24-13-48-51-lNIcalT0","log_level":20,"master_hostname":"algo-1","model_dir":"/opt/ml/model","module_dir":"s3://sagemaker-us-east-1-667232328135/tests/simple-sagemaker-example-cli_2020-09-24-13-43-54_py37/cli-task6-1/cli-task6-1-2020-09-24-13-48-51-lNIcalT0/source/sourcedir.tar.gz","module_name":"worker6","network_interface_name":"eth0","num_cpus":2,"num_gpus":0,"output_data_dir":"/opt/ml/output/data","output_dir":"/opt/ml/output","output_intermediate_dir":"/opt/ml/output/intermediate","resource_config":{"current_host":"algo-1","hosts":["algo-1","algo-2"],"network_interface_name":"eth0"},"user_entry_point":"worker6.py"}
SM_USER_ARGS=["--task_type","1"]
SM_OUTPUT_INTERMEDIATE_DIR=/opt/ml/output/intermediate
SM_CHANNEL_PERSONS=/opt/ml/input/data/persons
SM_CHANNEL_DATA=/opt/ml/input/data/data
SM_HP_TASK_TYPE=1
PYTHONPATH=/opt/ml/code:/opt/conda/bin:/opt/conda/lib/python36.zip:/opt/conda/lib/python3.6:/opt/conda/lib/python3.6/lib-dynload:/opt/conda/lib/python3.6/site-packages

Invoking script with the following command:

/opt/conda/bin/python worker6.py --task_type 1


-- Internal Lib2 imported!
INFO:worker_toolkit.worker_lib:Deleting other instances' state
INFO:worker_toolkit.worker_lib:Creating instance specific state dir
INFO:worker_toolkit.worker_lib:Worker config: Namespace(channel_data='/opt/ml/input/data/data', channel_model='', channel_persons='/opt/ml/input/data/persons', channels=['data', 'persons'], current_host='algo-1', hosts=['algo-1', 'algo-2'], hps={'task_type': '1'}, input_config_dir='/opt/ml/input/config', input_data_config='{"data":{"RecordWrapperType":"None","S3DistributionType":"FullyReplicated","TrainingInputMode":"File"},"persons":{"RecordWrapperType":"None","S3DistributionType":"FullyReplicated","TrainingInputMode":"File"}}', input_dir='/opt/ml/input', instance_state='/state/algo-1', job_name='cli-task6-1-2020-09-24-13-48-51-lNIcalT0', model_dir='/opt/ml/model', network_interface_name='eth0', num_cpus=2, num_gpus=0, output_data_dir='/opt/ml/output/data', output_dir='/opt/ml/output', resource_config='{"current_host":"algo-1","hosts":["algo-1","algo-2"],"network_interface_name":"eth0"}', state='/state')
INFO:__main__:input channel data is at /opt/ml/input/data/data
INFO:__main__:input channel persons is at /opt/ml/input/data/persons
INFO:__main__:*** START listing files in /opt/ml
INFO:__main__:[File] /opt/ml/code
INFO:__main__:[File] /opt/ml/code/internal_dependency
INFO:__main__:[Dir ] /opt/ml/code/internal_dependency/lib2.py
INFO:__main__:[Dir ] /opt/ml/code/requirements.txt
INFO:__main__:[Dir ] /opt/ml/code/worker6.py
INFO:__main__:[File] /opt/ml/code/worker_toolkit
INFO:__main__:[Dir ] /opt/ml/code/worker_toolkit/__init__.py
INFO:__main__:[Dir ] /opt/ml/code/worker_toolkit/worker_lib.py
INFO:__main__:[File] /opt/ml/input
INFO:__main__:[File] /opt/ml/input/config
INFO:__main__:[Dir ] /opt/ml/input/config/checkpointconfig.json
INFO:__main__:[Dir ] /opt/ml/input/config/debughookconfig.json
INFO:__main__:[Dir ] /opt/ml/input/config/hyperparameters.json
INFO:__main__:[Dir ] /opt/ml/input/config/init-config.json
INFO:__main__:[Dir ] /opt/ml/input/config/inputdataconfig.json
INFO:__main__:[Dir ] /opt/ml/input/config/metric-definition-regex.json
INFO:__main__:[Dir ] /opt/ml/input/config/resourceconfig.json
INFO:__main__:[Dir ] /opt/ml/input/config/trainingjobconfig.json
INFO:__main__:[Dir ] /opt/ml/input/config/upstreamoutputdataconfig.json
INFO:__main__:[File] /opt/ml/input/data
INFO:__main__:[Dir ] /opt/ml/input/data/checkpoints-manifest
INFO:__main__:[File] /opt/ml/input/data/data
INFO:__main__:[Dir ] /opt/ml/input/data/data/sample_data1.txt
INFO:__main__:[Dir ] /opt/ml/input/data/data/sample_data2.txt
INFO:__main__:[Dir ] /opt/ml/input/data/data-manifest
INFO:__main__:[File] /opt/ml/input/data/persons
INFO:__main__:[Dir ] /opt/ml/input/data/persons/persons.json
INFO:__main__:[Dir ] /opt/ml/input/data/persons-manifest
INFO:__main__:[File] /opt/ml/model
INFO:__main__:[File] /opt/ml/output
INFO:__main__:[File] /opt/ml/output/data
INFO:__main__:[File] /opt/ml/output/metrics
INFO:__main__:[File] /opt/ml/output/metrics/sagemaker
INFO:__main__:[File] /opt/ml/output/profiler
INFO:__main__:[File] /opt/ml/output/tensors
INFO:__main__:*** END file listing /opt/ml
INFO:__main__:*** START listing files in /state
INFO:__main__:[File] /state/algo-1
INFO:__main__:*** END file listing /state
INFO:matplotlib.font_manager:Generating new fontManager, this may take some time...
INFO:__main__:{pandas} is pre-installed in this image
INFO:worker_toolkit.worker_lib:Marking instance algo-1 completion
INFO:__main__:*** START listing files in /opt/ml
INFO:__main__:[File] /opt/ml/model
INFO:__main__:[Dir ] /opt/ml/model/sample_data1.txt_proc_by_algo-1
INFO:__main__:[Dir ] /opt/ml/model/sample_data2.txt_proc_by_algo-1
INFO:__main__:[File] /opt/ml/output
INFO:__main__:[File] /opt/ml/output/data
INFO:__main__:[Dir ] /opt/ml/output/data/output_algo-1
INFO:__main__:[File] /opt/ml/output/metrics
INFO:__main__:[File] /opt/ml/output/metrics/sagemaker
INFO:__main__:[File] /opt/ml/output/profiler
INFO:__main__:[File] /opt/ml/output/tensors
INFO:__main__:*** END file listing /opt/ml
INFO:__main__:*** START listing files in /state
INFO:__main__:[File] /state/algo-1
INFO:__main__:[Dir ] /state/algo-1/__COMPLETED__
INFO:__main__:[Dir ] /state/algo-1/algo-1
INFO:__main__:*** END file listing /state
INFO:__main__:finished!
2020-09-24 13:52:59,110 sagemaker-training-toolkit INFO     Reporting training SUCCESS
