package caisar

You can search for identifiers within the package.

in-package search v0.2.0

caisar.nir
- Nir
  - Gentensor
  - Ngraph
    
    Dot
    
    GFloat
    
    E
  - Node
  - Shape
  - Tensor
caisar.nnet
- Nnet
caisar.onnx
- Onnx
caisar.ovo
- Ovo
caisar.xgboost
- Caisar_xgboost
  - Input
  - Parser
  - Predict
  - Tree

Legend:
Library
Module
Module type
Parameter
Class
Class type

Nodes

Computation graphs are made up of a DAG of nodes, which represent what is commonly called a "layer" or "pipeline stage" in machine learning frameworks.

For example, it can be a node of type "Conv" that takes in an image, a filter tensor and a bias tensor, and produces the convolved output.

type t = {

input : string list;
(*
namespace Value
*)
output : string list;
(*
namespace Value
*)
name : string option;
(*
An optional identifier for this node in a graph. This field MAY be absent in ths version of the IR.
namespace Node
*)
op_type : string option;
(*
The symbolic identifier of the Operator to execute.
namespace Operator
*)
attribute : AttributeProto.t list;
(*
Additional named attributes.
*)
doc_string : string option;
(*
A human-readable documentation for this node. Markdown is allowed.
*)
domain : string option;
(*
The domain of the OperatorSet that specifies the operator named by op_type.
namespace Domain
*)

}

val make : 
  ?input:string list ->
  ?output:string list ->
  ?name:string ->
  ?op_type:string ->
  ?attribute:AttributeProto.t list ->
  ?doc_string:string ->
  ?domain:string ->
  unit ->
  t

Helper function to generate a message using default values

val to_proto : t -> Ocaml_protoc_plugin.Writer.t

Serialize the message to binary format

val from_proto : 
  Ocaml_protoc_plugin.Reader.t ->
  (t, [> Ocaml_protoc_plugin.Result.error ]) result

Deserialize from binary format

val to_json : 
  Ocaml_protoc_plugin.Json_options.t ->
  t ->
  Ocaml_protoc_plugin.Json.t

Serialize to Json (compatible with Yojson.Basic.t)

val from_json : 
  Ocaml_protoc_plugin.Json.t ->
  (t, [> Ocaml_protoc_plugin.Result.error ]) result

Deserialize from Json (compatible with Yojson.Basic.t)

val name : unit -> string

Fully qualified protobuf name of this message