github.com/sentienttechnologies/studio-go-runner@v0.0.0-20201118202441-6d21f2ced8ee/assets/pytorch_mgpu/experiment_template.json

   {
  "config": {
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        "rmq": "amqp://{{.RabbitMQUser}}:{{.RabbitMQPassword}}@rabbitmq-service:5672/%2f?connection_attempts=30\u0026retry_delay=.5\u0026socket_timeout=5"
      }
    },
    "database": {
      "apiKey": "",
      "authDomain": "",
      "databaseURL": "",
      "messagingSenderId": 0,
      "projectId": "multiGPU",
      "storageBucket": "",
      "type": "s3",
      "use_email_auth": false
    },
    "saveWorkspaceFrequency": "3m",
    "experimentLifetime": "30m",
    "verbose": "debug",
    "env": {
      "AWS_ACCESS_KEY_ID": "{{.MinioUser}}",
      "AWS_DEFAULT_REGION": "us-west-2",
      "AWS_SECRET_ACCESS_KEY": "{{.MinioPassword}}",
      "PATH": "%PATH%:./bin"
    },
    "pip": null,
    "runner": {
      "slack_destination": ""
    }
  },
  "experiment": {
    "args": [],
    "artifacts": {
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        "bucket": "{{.Bucket}}",
        "key": "modeldir.tar",
        "local": "/home/kmutch/.studioml/experiments/419af1ba-cbdf-11e8-a8d5-f2801f1b9fd1/modeldir",
        "mutable": true,
        "unpack": true,
        "qualified": "s3://{{.MinioAddress}}/{{.Bucket}}/modeldir.tar"
      },
      "_metadata": {
        "bucket": "{{.Bucket}}",
        "key": "_metadata.tar",
        "local": "/home/kmutch/.studioml/experiments/419af1ba-cbdf-11e8-a8d5-f2801f1b9fd1/_metadata",
        "mutable": true,
        "unpack": true,
        "qualified": "s3://{{.MinioAddress}}/{{.Bucket}}/_metadata.tar"
      },
      "_metrics": {
        "bucket": "{{.Bucket}}",
        "key": "_metrics.tar",
        "local": "/home/kmutch/.studioml/experiments/419af1ba-cbdf-11e8-a8d5-f2801f1b9fd1/_metrics",
        "mutable": true,
        "unpack": true,
        "qualified": "s3://{{.MinioAddress}}/{{.Bucket}}/_metrics.tar"
      },
      "output": {
        "bucket": "{{.Bucket}}",
        "key": "output.tar",
        "local": "/home/kmutch/.studioml/experiments/419af1ba-cbdf-11e8-a8d5-f2801f1b9fd1/output",
        "mutable": true,
        "unpack": true,
        "qualified": "s3://{{.MinioAddress}}/{{.Bucket}}/output.tar"
      },
      "tb": {
        "bucket": "{{.Bucket}}",
        "key": "tb.tar",
        "local": "/home/kmutch/.studioml/experiments/419af1ba-cbdf-11e8-a8d5-f2801f1b9fd1/tb",
        "mutable": true,
        "unpack": true,
        "qualified": "s3://{{.MinioAddress}}/{{.Bucket}}/tb.tar"
      },
      "workspace": {
        "bucket": "{{.Bucket}}",
        "key": "workspace.tar",
        "local": "/home/kmutch/studio/examples/keras",
        "mutable": false,
        "unpack": true,
        "qualified": "s3://{{.MinioAddress}}//{{.Bucket}}/workspace.tar"
      }
    },
    "filename": "data_parallel_tutorial.py",
    "git": null,
    "info": {},
    "key": "419af1ba-cbdf-11e8-a8d5-f2801f1b9fd1",
    "metric": null,
    "project": "multiGPU",
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      "APScheduler==3.5.1",
      "argparse==1.2.1",
      "asn1crypto==0.24.0",
      "astor==0.7.1",
      "attrs==17.4.0",
      "autopep8==1.3.5",
      "awscli==1.15.4",
      "backports.weakref==1.0.post1",
      "bleach==1.5.0",
      "boto3==1.7.4",
      "botocore==1.10.4",
      "cachetools==2.0.1",
      "certifi==2018.4.16",
      "cffi==1.11.5",
      "chardet==3.0.4",
      "click==6.7",
      "cma==2.5.3",
      "colorama==0.3.7",
      "configparser==3.5.0",
      "cryptography==2.2.2",
      "dill==0.2.7.1",
      "docutils==0.14",
      "enum34==1.1.6",
      "filelock==3.0.4",
      "Flask==0.12.2",
      "funcsigs==1.0.2",
      "future==0.18.2",
      "futures3==1.0.0",
      "gast==0.2.0",
      "google-api-python-client==1.6.6",
      "google-auth==1.4.1",
      "google-auth-httplib2==0.0.3",
      "google-cloud-core==0.27.1",
      "google-cloud-pubsub==0.28.3",
      "google-cloud-storage==1.5.0",
      "google-gax==0.15.14",
      "google-resumable-media==0.3.1",
      "googleapis-common-protos==1.5.3",
      "grpc-google-iam-v1==0.11.4",
      "grpcio==1.11.0",
      "h5py==2.7.1",
      "html5lib==0.9999999",
      "httplib2==0.11.3",
      "idna==2.6",
      "ipaddress==1.0.22",
      "itsdangerous==0.24",
      "Jinja2==2.10",
      "jmespath==0.9.3",
      "jwcrypto==0.4.2",
      "Keras==2.0.9",
      "Markdown==2.6.11",
      "MarkupSafe==1.1.1",
      "mock==2.0.0",
      "more-itertools==4.1.0",
      "numpy==1.14.2",
      "oauth2client==3.0.0",
      "pbr==4.0.4",
      "pika==0.11.2",
      "Pillow==5.1.0",
      "pip==20.0.2",
      "pluggy==0.6.0",
      "ply==3.8",
      "protobuf==3.11.2",
      "psutil==5.4.5",
      "py==1.5.3",
      "pyasn1==0.4.2",
      "pyasn1-modules==0.2.1",
      "pycodestyle==2.4.0",
      "pycparser==2.18",
      "pycryptodome==3.6.1",
      "pygtail==0.8.0",
      "pytest==3.5.0",
      "python-dateutil==2.6.1",
      "python-jwt==3.0.0",
      "pytz==2018.4",
      "PyYAML==3.12",
      "requests==2.18.4",
      "requests-toolbelt==0.8.0",
      "rsa==3.4.2",
      "s3transfer==0.1.13",
      "scipy==1.1.0",
      "setuptools==46.1.3",
      "setuptools-scm==3.5.0",
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      "six==1.11.0",
      "sseclient==0.0.19",
      "studioml==0.0.25.post2",
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      "tensorflow-gpu==1.15.2",
      "http://download.pytorch.org/whl/cu80/torch-0.4.1-cp27-cp27mu-linux_x86_64.whl",
      "torchvision",
      "termcolor==1.1.0",
      "terminaltables==3.1.0",
      "timeout-decorator==0.4.0",
      "tzlocal==1.5.1",
      "uritemplate==3.0.0",
      "urllib3==1.22",
      "Werkzeug==0.14.1",
      "wheel==0.31.0"
    ],
    "pythonver": "3.6",
    "resources_needed": {
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      "gpus": {{.GPUSlots}},
      "hdd": "3gb",
      "ram": "2gb",
      "gpuMem": "4gb"
    },
    "status": "waiting",
    "time_added": 1538073290.258281,
    "max_duration": "20m",
    "time_finished": null,
    "time_last_checkpoint": 1538073314.955002,
    "time_started": null
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}