Neural Network Module Architecture Schema

Type: object
No Additional Properties

root _id
Type: string
Must match regular expression: ^[A-Za-z_][0-9A-Za-z_]*$

root _description
Type: string
Must match regular expression: ^[^<>]+$

Must be at least 8 characters long

root blocks
Type: array

Must contain a minimum of 1 items

Each item of this array must be:

root blocks block
Type: object

root blocks items allOf item 0
Type: object

If the conditions in the "If" tab are respected, then the conditions in the "Then" tab should be respected. Otherwise, the conditions in the "Else" tab should be respected.

root blocks items allOf item 0 if
Type: object

root blocks items allOf item 0 if _class
Type: enum (of string)

Must be one of:

  • "Sequential"
  • "Group"
root blocks items allOf item 0 then
Type: object

The following properties are required:

  • blocks
root blocks items allOf item 0 else

Must not be:

root blocks items allOf item 0 else not
Type: object

The following properties are required:

  • blocks
root blocks items allOf item 1
Type: object

If the conditions in the "If" tab are respected, then the conditions in the "Then" tab should be respected. Otherwise, the conditions in the "Else" tab should be respected.

root blocks items allOf item 1 if
Type: object

root blocks items allOf item 1 if _class
Type: const
Specific value: "Group"
root blocks items allOf item 1 then
Type: object

The following properties are required:

  • graph
  • input
  • output
root blocks items allOf item 1 else

Must not be:

root blocks items allOf item 1 else not
Type: object

The following properties are required:

  • graph
  • input
  • output
root blocks items allOf item 2
Type: object

If the conditions in the "If" tab are respected, then the conditions in the "Then" tab should be respected. Otherwise, the conditions in the "Else" tab should be respected.

root blocks items allOf item 2 if
Type: object

root blocks items allOf item 2 if _class
Type: const
Specific value: "Module"
root blocks items allOf item 2 then
Type: object

The following properties are required:

  • _path
root blocks items allOf item 2 else

Must not be:

root blocks items allOf item 2 else not
Type: object

The following properties are required:

  • _path
  • _ext_vars
  • architecture
root blocks items allOf item 3
Type: object

If the conditions in the "If" tab are respected, then the conditions in the "Then" tab should be respected. Otherwise, the conditions in the "Else" tab should be respected.

root blocks items allOf item 3 if
Type: object

root blocks items allOf item 3 if _class
Type: const
Specific value: "Sequential"
root blocks items allOf item 3 else
Type: object

root blocks items allOf item 3 else blocks
Type: object
root blocks items allOf item 4
Type: object

If the conditions in the "If" tab are respected, then the conditions in the "Then" tab should be respected. Otherwise, the conditions in the "Else" tab should be respected.

root blocks items allOf item 4 if
Type: object

root blocks items allOf item 4 if _class
Type: const
Specific value: "Concatenate"
root blocks items allOf item 4 then
Type: object

The following properties are required:

  • dim
root blocks items allOf item 5
Type: object

If the conditions in the "If" tab are respected, then the conditions in the "Then" tab should be respected. Otherwise, the conditions in the "Else" tab should be respected.

root blocks items allOf item 5 if
Type: object

root blocks items allOf item 5 if _class
Type: const
Specific value: "Reshape"
root blocks items allOf item 5 then
Type: object

The following properties are required:

  • reshape_spec
root blocks items allOf item 5 else

Must not be:

root blocks items allOf item 5 else not
Type: object

The following properties are required:

  • reshape_spec

root blocks items _shape
Type: object
No Additional Properties

root blocks items _shape in
Type: array

Must contain a minimum of 1 items

Each item of this array must be:

root blocks items _shape in items

root blocks items _shape in items oneOf item 0
Type: integer

Value must be greater or equal to 1

root blocks items _shape in items oneOf item 1
Type: string
Must match regular expression: ^(<<variable:([-+/*0-9A-Za-z_]+)>>|<<auto>>)$
root blocks items _shape in items oneOf item 2
Type: null

root blocks items _path
Type: string
Must match regular expression: .+\.jsonnet

root blocks items _ext_vars
Type: object

root blocks items graph
Type: array of string
Same definition as graph

root blocks items dim
Type: integer

root blocks items reshape_spec
Type: object

root blocks items reshape_spec oneOf item 0
Type: const
Specific value: "flatten"
root blocks items reshape_spec oneOf item 1
Type: array

Must contain a minimum of 1 items

Each item of this array must be:

root blocks items reshape_spec oneOf item 1 items

root blocks items reshape_spec oneOf item 1 items oneOf reshape_index
Type: integer

Value must be greater or equal to 0

root blocks items reshape_spec oneOf item 1 items oneOf reshape_flatten
Type: array

Must contain a minimum of 2 items

Each item of this array must be:

root blocks items reshape_spec oneOf item 1 items oneOf item 1 reshape_index
Type: integer
Same definition as reshape_index
root blocks items reshape_spec oneOf item 1 items oneOf reshape_unflatten
Type: object
No Additional Properties

All property whose name matches the following regular expression must respect the following conditions

Property name regular expression: ^[0-9]+$
root blocks items reshape_spec oneOf item 1 items oneOf item 2 reshape_dims
Type: array

Must contain a minimum of 2 items

Each item of this array must be:

root blocks items reshape_spec oneOf item 1 items oneOf item 2 ^[0-9]+$ items

root blocks items reshape_spec oneOf item 1 items oneOf item 2 ^[0-9]+$ items oneOf item 0
Type: integer

Value must be greater or equal to 1

root blocks items reshape_spec oneOf item 1 items oneOf item 2 ^[0-9]+$ items oneOf item 1
Type: string
Must match regular expression: ^(<<variable:([-+/*0-9A-Za-z_]+)>>|<<auto>>)$

root graph
Type: array of string

Must contain a minimum of 1 items

Each item of this array must be:

root blocks items graph items
Type: string
Must match regular expression: ^[A-Za-z_][0-9A-Za-z_]*( +-> +[A-Za-z_][0-9A-Za-z_]*)+$

root inputs
Type: array of object

Must contain a minimum of 1 items

Each item of this array must be:

root inputs items
Type: object
No Additional Properties

root inputs items _shape
Type: array

Must contain a minimum of 1 items

Each item of this array must be:

root blocks items _shape out items

root blocks items _shape out items oneOf item 0
Type: integer

Value must be greater or equal to 1

root blocks items _shape out items oneOf item 1
Type: string
Must match regular expression: ^(<<variable:([-+/*0-9A-Za-z_]+)>>|<<auto>>)$

root outputs
Type: array of object
Same definition as inputs