Class: Azure::BatchAI::Mgmt::V2017_09_01_preview::Models::TensorFlowSettings

Inherits:
Object
  • Object
show all
Includes:
MsRestAzure
Defined in:
lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb

Overview

Specifies the settings for TensorFlow job.

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Attribute Details

#master_command_line_args ⇒ String

task.

Returns:

  • (String) —

    Specifies the command line arguments for the master



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 24

def master_command_line_args
  @master_command_line_args
end

#parameter_server_command_line_args ⇒ String

server task. This property is optional for single machine training.

Returns:

  • (String) —

    Specifies the command line arguments for the parameter



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 32

def parameter_server_command_line_args
  @parameter_server_command_line_args
end

#parameter_server_count ⇒ Integer

the value must be less than or equal to nodeCount. If not specified, the default value is equal to 1 for distributed TensorFlow training (This property is not applicable for single machine training). This property can be specified only for distributed TensorFlow training.

Returns:

  • (Integer) —

    The number of parameter server tasks. If specified,



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 45

def parameter_server_count
  @parameter_server_count
end

#python_interpreter_path ⇒ String

Returns The path to python interpreter.

Returns:

  • (String) —

    The path to python interpreter.



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 20

def python_interpreter_path
  @python_interpreter_path
end

#python_script_file_path ⇒ String

the job.

Returns:

  • (String) —

    The path and file name of the python script to execute



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 17

def python_script_file_path
  @python_script_file_path
end

#worker_command_line_args ⇒ String

task. This property is optional for single machine training.

Returns:

  • (String) —

    Specifies the command line arguments for the worker



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 28

def worker_command_line_args
  @worker_command_line_args
end

#worker_count ⇒ Integer

must be less than or equal to (nodeCount * numberOfGPUs per VM). If not specified, the default value is equal to nodeCount. This property can be specified only for distributed TensorFlow training

Returns:

  • (Integer) —

    The number of worker tasks. If specified, the value



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 38

def worker_count
  @worker_count
end

Class Method Details

.mapper ⇒ Object

Mapper for TensorFlowSettings class as Ruby Hash. This will be used for serialization/deserialization.



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# File 'lib/2017-09-01-preview/generated/azure_mgmt_batchai/models/tensor_flow_settings.rb', line 52

def self.mapper()
  {
    client_side_validation: true,
    required: false,
    serialized_name: 'TensorFlowSettings',
    type: {
      name: 'Composite',
      class_name: 'TensorFlowSettings',
      model_properties: {
        python_script_file_path: {
          client_side_validation: true,
          required: true,
          serialized_name: 'pythonScriptFilePath',
          type: {
            name: 'String'
          }
        },
        python_interpreter_path: {
          client_side_validation: true,
          required: false,
          serialized_name: 'pythonInterpreterPath',
          type: {
            name: 'String'
          }
        },
        master_command_line_args: {
          client_side_validation: true,
          required: true,
          serialized_name: 'masterCommandLineArgs',
          type: {
            name: 'String'
          }
        },
        worker_command_line_args: {
          client_side_validation: true,
          required: false,
          serialized_name: 'workerCommandLineArgs',
          type: {
            name: 'String'
          }
        },
        parameter_server_command_line_args: {
          client_side_validation: true,
          required: false,
          serialized_name: 'parameterServerCommandLineArgs',
          type: {
            name: 'String'
          }
        },
        worker_count: {
          client_side_validation: true,
          required: false,
          serialized_name: 'workerCount',
          type: {
            name: 'Number'
          }
        },
        parameter_server_count: {
          client_side_validation: true,
          required: false,
          serialized_name: 'parameterServerCount',
          type: {
            name: 'Number'
          }
        }
      }
    }
  }
end