package caisar-ir

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Tensor module
Modules for graph generation
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package caisar-ir

caisar-ir
- Ir
  - Nier_cfg
    
    Edge
    
    MakeVertex
    
    I
    
    NierCFG
    
    E
    
    I
    
    V
    
    NierCFGFloat
    
    E
    
    V
    
    Node
    
    Tensor
    
    VInput

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This module defines the structure and interfaces for a Neural IntermediatE Representation (NIER).

It is primarly designed as an intermediate state into producing verifiable terms from an ONNX model.

Tensor module

Tensors are multidimensional arrays used to represent numerical such as a neural network weight

module Tensor : sig ... end

Modules for graph generation

module Node : sig ... end

module type VInput = sig ... end

module MakeVertex (I : VInput) : sig ... end

module Edge : sig ... end

NIER is a graph (V,E) where V is the set of vertices (nodes) and E is the set of edges (connections between nodes). Nodes contains the following informations:

unique id
name coming from the original model, if it exists
shape of the tensor resulting from the application of the node operation, if it exist
operation performed
parameters of the operation
an optional tensor storing the data

Note that tensor have their own shape; they must be equal to the NIER's node shape however.

module NierCFG (I : VInput) : sig ... end

module NierCFGFloat : sig ... end

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val print_cfg_graph : NierCFGFloat.t -> Base.unit

val out_cfg_graph : NierCFGFloat.t -> Base.unit