Viam

Viam Training Jobs API

Built-in TFLite trainers and custom containerized trainers.

GitHub OpenAPI

Operations 8

POST /viam.app.mltraining.v1.MLTrainingService/SubmitTrainingJob Viam Submit Training Job #
POST /viam.app.mltraining.v1.MLTrainingService/SubmitCustomTrainingJob Viam Submit Custom Training Job #
POST /viam.app.mltraining.v1.MLTrainingService/GetTrainingJob Viam Get Training Job #
POST /viam.app.mltraining.v1.MLTrainingService/ListTrainingJobs Viam List Training Jobs #
POST /viam.app.mltraining.v1.MLTrainingService/CancelTrainingJob Viam Cancel Training Job #
POST /viam.app.mltraining.v1.MLTrainingService/DeleteCompletedTrainingJob Viam Delete Completed Training Job #
POST /viam.app.mltraining.v1.MLTrainingService/GetTrainingJobLogs Viam Get Training Job Logs #
POST /viam.app.mltraining.v1.MLTrainingService/ListSupportedContainers Viam List Supported Containers #

Documentation

📖
Documentation
https://docs.viam.com/dev/reference/apis/fleet/
📖
Documentation
https://docs.viam.com/dev/reference/apis/robot/
📖
Documentation
https://docs.viam.com/dev/reference/apis/data-client/
📖
Documentation
https://docs.viam.com/data-ai/capture-data/capture-sync/
📖
Documentation
https://docs.viam.com/data-ai/train/train-tflite/
📖
Documentation
https://docs.viam.com/services/ml/deploy/
📖
Documentation
https://docs.viam.com/manage/manage/billing/
📖
Documentation
https://docs.viam.com/services/motion/
📖
Documentation
https://docs.viam.com/services/vision/
📖
Documentation
https://docs.viam.com/services/slam/
📖
Documentation
https://docs.viam.com/dev/reference/apis/
📖
Documentation
https://docs.viam.com/data-ai/data/data-pipelines/

Specifications

⚙
OpenAPI
https://raw.githubusercontent.com/api-evangelist/viam/refs/heads/main/openapi/viam-training-jobs-api-openapi.yml

Schemas & Data

📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/viam/refs/heads/main/json-schema/viam-organization-schema.json
📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/viam/refs/heads/main/json-schema/viam-location-schema.json
📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/viam/refs/heads/main/json-schema/viam-machine-schema.json
📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/viam/refs/heads/main/json-schema/viam-tabular-data-schema.json
📊
JSONSchema
https://raw.githubusercontent.com/api-evangelist/viam/refs/heads/main/json-schema/viam-binary-data-schema.json

Other Resources

🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/app/v1/app.proto
🔗
JSONLD
https://raw.githubusercontent.com/api-evangelist/viam/refs/heads/main/json-ld/viam-context.jsonld
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/robot/v1/robot.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/app/data/v1/data.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/app/datasync/v1/data_sync.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/app/mltraining/v1/ml_training.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/app/mlinference/v1/ml_inference.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/app/v1/billing.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/service/motion/v1/motion.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/service/vision/v1/vision.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/service/slam/v1/slam.proto
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/service/mlmodel/v1/mlmodel.proto
🔗
Protobuf
https://github.com/viamrobotics/api/tree/main/proto/viam/component
🔗
Protobuf
https://github.com/viamrobotics/api/blob/main/proto/viam/app/datapipelines/v1/data_pipelines.proto

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OpenAPI Specification

viam-training-jobs-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Viam ML Training Training Jobs API
  description: 'REST/JSON transcoding of the Viam MLTrainingService gRPC API. Submit, monitor, and

    manage cloud-hosted ML training jobs that produce models deployable to viam-server.


    Canonical contract: https://github.com/viamrobotics/api/blob/main/proto/viam/app/mltraining/v1/ml_training.proto

    '
  version: '2026.05'
  contact:
    name: Viam Support
    url: https://www.viam.com/contact
servers:
- url: https://app.viam.com
  description: Viam production cloud.
security:
- ApiKeyAuth: []
tags:
- name: Training Jobs
  description: Built-in TFLite trainers and custom containerized trainers.
paths:
  /viam.app.mltraining.v1.MLTrainingService/SubmitTrainingJob:
    post:
      summary: Viam Submit Training Job
      description: Submit a built-in TFLite training job against a dataset.
      operationId: submitTrainingJob
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - organization_id
              - dataset_id
              - model_name
              - model_type
              properties:
                organization_id:
                  type: string
                dataset_id:
                  type: string
                model_name:
                  type: string
                model_version:
                  type: string
                model_type:
                  type: string
                  enum:
                  - single_label_classification
                  - multi_label_classification
                  - object_detection
                tags:
                  type: array
                  items:
                    type: string
      responses:
        '200':
          description: Successful response.
          content:
            application/json:
              schema:
                type: object
                properties:
                  id:
                    type: string
  /viam.app.mltraining.v1.MLTrainingService/SubmitCustomTrainingJob:
    post:
      summary: Viam Submit Custom Training Job
      description: Submit a custom containerized training job (registry container) against a dataset.
      operationId: submitCustomTrainingJob
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - organization_id
              - dataset_id
              - registry_item_id
              - model_name
              properties:
                organization_id:
                  type: string
                dataset_id:
                  type: string
                registry_item_id:
                  type: string
                registry_item_version:
                  type: string
                model_name:
                  type: string
                model_version:
                  type: string
                arguments:
                  type: object
      responses:
        '200':
          description: Successful response.
  /viam.app.mltraining.v1.MLTrainingService/GetTrainingJob:
    post:
      summary: Viam Get Training Job
      description: Retrieve a training job by id.
      operationId: getTrainingJob
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - id
              properties:
                id:
                  type: string
      responses:
        '200':
          description: Successful response.
  /viam.app.mltraining.v1.MLTrainingService/ListTrainingJobs:
    post:
      summary: Viam List Training Jobs
      description: List training jobs scoped to an organization.
      operationId: listTrainingJobs
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - organization_id
              properties:
                organization_id:
                  type: string
                status:
                  type: string
                  enum:
                  - unspecified
                  - pending
                  - in_progress
                  - completed
                  - failed
                  - canceled
                  - canceling
      responses:
        '200':
          description: Successful response.
  /viam.app.mltraining.v1.MLTrainingService/CancelTrainingJob:
    post:
      summary: Viam Cancel Training Job
      description: Cancel a pending or running training job.
      operationId: cancelTrainingJob
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - id
              properties:
                id:
                  type: string
      responses:
        '200':
          description: Successful response.
  /viam.app.mltraining.v1.MLTrainingService/DeleteCompletedTrainingJob:
    post:
      summary: Viam Delete Completed Training Job
      description: Permanently delete a completed training job and its artifacts.
      operationId: deleteCompletedTrainingJob
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - id
              properties:
                id:
                  type: string
      responses:
        '200':
          description: Successful response.
  /viam.app.mltraining.v1.MLTrainingService/GetTrainingJobLogs:
    post:
      summary: Viam Get Training Job Logs
      description: Retrieve logs for a training job.
      operationId: getTrainingJobLogs
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
              required:
              - id
              properties:
                id:
                  type: string
      responses:
        '200':
          description: Successful response.
  /viam.app.mltraining.v1.MLTrainingService/ListSupportedContainers:
    post:
      summary: Viam List Supported Containers
      description: List the container images supported as custom training environments.
      operationId: listSupportedContainers
      tags:
      - Training Jobs
      requestBody:
        required: true
        content:
          application/json:
            schema:
              type: object
      responses:
        '200':
          description: Successful response.
components:
  securitySchemes:
    ApiKeyAuth:
      type: apiKey
      in: header
      name: key
      description: Viam API key.