> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/gym/_mcp/server.

# nemo_gym.orchestration

## Subpackages

* **[`nemo_gym.orchestration.executors`](/nemo/gym/nemo-gym/nemo_gym/orchestration/executors)**
* **[`nemo_gym.orchestration.h2_ping_sidecar`](/nemo/gym/nemo-gym/nemo_gym/orchestration/h2_ping_sidecar)**

## Submodules

* **[`nemo_gym.orchestration.api`](/nemo/gym/nemo-gym/nemo_gym/orchestration/api)**
* **[`nemo_gym.orchestration.collect_evidence`](/nemo/gym/nemo-gym/nemo_gym/orchestration/collect_evidence)**
* **[`nemo_gym.orchestration.export_step`](/nemo/gym/nemo-gym/nemo_gym/orchestration/export_step)**
* **[`nemo_gym.orchestration.exports`](/nemo/gym/nemo-gym/nemo_gym/orchestration/exports)**
* **[`nemo_gym.orchestration.jobs`](/nemo/gym/nemo-gym/nemo_gym/orchestration/jobs)**
* **[`nemo_gym.orchestration.ray_serve_gateway`](/nemo/gym/nemo-gym/nemo_gym/orchestration/ray_serve_gateway)**
* **[`nemo_gym.orchestration.recovery`](/nemo/gym/nemo-gym/nemo_gym/orchestration/recovery)**
* **[`nemo_gym.orchestration.server_supervisor`](/nemo/gym/nemo-gym/nemo_gym/orchestration/server_supervisor)**
* **[`nemo_gym.orchestration.server_venv`](/nemo/gym/nemo-gym/nemo_gym/orchestration/server_venv)**
* **[`nemo_gym.orchestration.submit`](/nemo/gym/nemo-gym/nemo_gym/orchestration/submit)**

## Package Contents

### Data

[`_PUBLIC_API`](#nemo_gym-orchestration-_PUBLIC_API)

### API

```python
nemo_gym.orchestration._PUBLIC_API = {'get_venv_path': 'server_venv', 'run_command': 'server_venv', 'setup_env_comman...
```

## Docs

- [nemo_gym.orchestration.api](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/api.md)
- [nemo_gym.orchestration.collect_evidence](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/collect_evidence.md)
- [nemo_gym.orchestration.executors](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors.md)
- [nemo_gym.orchestration.executors.base](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/base.md)
- [nemo_gym.orchestration.executors.connection](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/connection.md)
- [nemo_gym.orchestration.executors.git_ref](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/git_ref.md)
- [nemo_gym.orchestration.executors.judge_profile](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/judge_profile.md)
- [nemo_gym.orchestration.executors.kubernetes](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/kubernetes.md)
- [nemo_gym.orchestration.executors.kubernetes_script](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/kubernetes_script.md)
- [nemo_gym.orchestration.executors.otel](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/otel.md)
- [nemo_gym.orchestration.executors.resume_script](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/resume_script.md)
- [nemo_gym.orchestration.executors.script_templates](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/script_templates.md)
- [nemo_gym.orchestration.executors.slurm](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/slurm.md)
- [nemo_gym.orchestration.executors.slurm_script](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/slurm_script.md)
- [nemo_gym.orchestration.executors.utils](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/executors/utils.md)
- [nemo_gym.orchestration.export_step](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/export_step.md)
- [nemo_gym.orchestration.exports](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/exports.md)
- [nemo_gym.orchestration.h2_ping_sidecar](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/h2_ping_sidecar.md)
- [nemo_gym.orchestration.h2_ping_sidecar.config](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/h2_ping_sidecar/config.md)
- [nemo_gym.orchestration.h2_ping_sidecar.launcher](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/h2_ping_sidecar/launcher.md)
- [nemo_gym.orchestration.jobs](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/jobs.md)
- [nemo_gym.orchestration.ray_serve_gateway](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/ray_serve_gateway.md)
- [nemo_gym.orchestration.recovery](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/recovery.md)
- [nemo_gym.orchestration.server_supervisor](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/server_supervisor.md)
- [nemo_gym.orchestration.server_venv](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/server_venv.md)
- [nemo_gym.orchestration.submit](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/orchestration/submit.md)