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By default, the Cortex CLI is installed at `/usr/local/bin/cortex`. To install the executable elsewhere, export the `CORTEX_INSTALL_PATH` environment variable to your desired location before running the command above.
Copy file name to clipboardExpand all lines: docs/workloads/async/configuration.md
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shell: <string> # relative path to a shell script for system package installation (default: dependencies.sh)
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config: <string: value> # arbitrary dictionary passed to the constructor of the Predictor (optional)
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python_path: <string> # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:master, quay.io/cortexlabs/python-predictor-gpu:master-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:master based on compute)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.33.0, quay.io/cortexlabs/python-predictor-gpu:0.33.0-cuda10.2-cudnn8, or quay.io/cortexlabs/python-predictor-inf:0.33.0 based on compute)
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env: <string: string> # dictionary of environment variables
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log_level: <string> # log level that can be "debug", "info", "warning" or "error" (default: "info")
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shm_size: <string> # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
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```
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### Tensorflow Predictor
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<!-- CORTEX_VERSION_BRANCH_STABLE x3 -->
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<!-- CORTEX_VERSION_BRANCH_STABLE x4 -->
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```yaml
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predictor:
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signature_key: # name of the signature def to use for prediction (required if your model has more than one signature def)
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config: <string: value> # arbitrary dictionary passed to the constructor of the Predictor (optional)
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python_path: <string> # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:master)
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tensorflow_serving_image: <string> # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:master, quay.io/cortexlabs/tensorflow-serving-gpu:master, or quay.io/cortexlabs/tensorflow-serving-inf:master based on compute)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:0.33.0)
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tensorflow_serving_image: <string> # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:0.33.0, quay.io/cortexlabs/tensorflow-serving-gpu:0.33.0, or quay.io/cortexlabs/tensorflow-serving-inf:0.33.0 based on compute)
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env: <string: string> # dictionary of environment variables
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log_level: <string> # log level that can be "debug", "info", "warning" or "error" (default: "info")
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shm_size: <string> # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
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path: <string> # path to a python file with a PythonPredictor class definition, relative to the Cortex root (required)
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config: <string: value> # arbitrary dictionary passed to the constructor of the Predictor (can be overridden by config passed in job submission) (optional)
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python_path: <string> # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:master or quay.io/cortexlabs/python-predictor-gpu:master-cuda10.2-cudnn8 based on compute)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/python-predictor-cpu:0.33.0 or quay.io/cortexlabs/python-predictor-gpu:0.33.0-cuda10.2-cudnn8 based on compute)
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env: <string: string> # dictionary of environment variables
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log_level: <string> # log level that can be "debug", "info", "warning" or "error" (default: "info")
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shm_size: <string> # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
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batch_interval: <duration> # the maximum amount of time to spend waiting for additional requests before running inference on the batch of requests
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config: <string: value> # arbitrary dictionary passed to the constructor of the Predictor (can be overridden by config passed in job submission) (optional)
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python_path: <string> # path to the root of your Python folder that will be appended to PYTHONPATH (default: folder containing cortex.yaml)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:master)
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tensorflow_serving_image: <string> # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:master or quay.io/cortexlabs/tensorflow-serving-gpu:master based on compute)
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image: <string> # docker image to use for the Predictor (default: quay.io/cortexlabs/tensorflow-predictor:0.33.0)
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tensorflow_serving_image: <string> # docker image to use for the TensorFlow Serving container (default: quay.io/cortexlabs/tensorflow-serving-cpu:0.33.0 or quay.io/cortexlabs/tensorflow-serving-gpu:0.33.0 based on compute)
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env: <string: string> # dictionary of environment variables
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log_level: <string> # log level that can be "debug", "info", "warning" or "error" (default: "info")
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shm_size: <string> # size of shared memory (/dev/shm) for sharing data between multiple processes, e.g. 64Mi or 1Gi (default: Null)
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