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@@ -218,7 +218,7 @@ deploy an agent with a different value to what is specified for `agent.default_d
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:::note NOTES
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* Since configuration fields may contain JSON-parsable values, make sure to always quote strings (otherwise the agent
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might fail to parse them)
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* In order to comply with environment variables standards, it is recommended to use only upper-case characters in
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* To comply with environment variables standards, it is recommended to use only upper-case characters in
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environment variable keys. For this reason, ClearML Agent will always convert the configuration path specified in the
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dynamic environment variable's key to lower-case before overriding configuration values with the environment variable
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value.
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@@ -321,7 +321,7 @@ Agents can be deployed bare-metal or as dockers in a Kubernetes cluster. ClearML
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capabilities to Kubernetes, allows for more flexible automation from code, and gives access to all of ClearML Agent's
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features.
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ClearML Agent is deployed onto a Kubernetes cluster through its Kubernetes-Glue which maps ClearML jobs directly to K8s
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ClearML Agent is deployed onto a Kubernetes cluster through its Kubernetes-Glue which maps ClearML jobs directly to K8s
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jobs:
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* Use the [ClearML Agent Helm Chart](https://github.com/allegroai/clearml-helm-charts/tree/main/charts/clearml-agent) to
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spin an agent pod acting as a controller. Alternatively (less recommended) run a [k8s glue script](https://github.com/allegroai/clearml-agent/blob/master/examples/k8s_glue_example.py)
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@@ -670,7 +670,7 @@ Let's say a server has three queues:
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* `quad_gpu`
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* `opportunistic`
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An agent can be spun on multiple GPUs (e.g. 8 GPUs, `--gpus 0-7`), and then attached to multiple
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An agent can be spun on multiple GPUs (for example: 8 GPUs, `--gpus 0-7`), and then attached to multiple
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queues that are configured to run with a certain amount of resources:
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```console
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@@ -702,7 +702,7 @@ clearml-agent daemon --services-mode --queue services --create-queue --docker <d
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```
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To limit the number of simultaneous tasks run in services mode, pass the maximum number immediately after the
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`--services-mode` option (e.g. `--services-mode 5`)
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`--services-mode` option (for example: `--services-mode 5`).
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:::note Notes
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* `services-mode` currently only supports Docker mode. Each service spins on its own Docker image.
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