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graph LR
    TrojAI_Submission_Repository_Root_["TrojAI Submission Repository (Root)"]
    Git_Version_Control_System_Core_["Git Version Control System (Core)"]
    Individual_Submission_Branch_Logical_Unit_["Individual Submission Branch (Logical Unit)"]
    Project_Level_Metadata_Documentation_["Project-Level Metadata (Documentation)"]
    TrojAI_Challenge_Framework_External_Context_["TrojAI Challenge Framework (External Context)"]
    Unclassified["Unclassified"]
    TrojAI_Submission_Repository_Root_ -- "contains" --> Individual_Submission_Branch_Logical_Unit_
    TrojAI_Submission_Repository_Root_ -- "manages" --> Individual_Submission_Branch_Logical_Unit_
    TrojAI_Submission_Repository_Root_ -- "utilizes" --> Git_Version_Control_System_Core_
    TrojAI_Submission_Repository_Root_ -- "is implemented by" --> Git_Version_Control_System_Core_
    Individual_Submission_Branch_Logical_Unit_ -- "is managed by" --> Git_Version_Control_System_Core_
    Individual_Submission_Branch_Logical_Unit_ -- "is versioned by" --> Git_Version_Control_System_Core_
    TrojAI_Submission_Repository_Root_ -- "is described by" --> Project_Level_Metadata_Documentation_
    TrojAI_Challenge_Framework_External_Context_ -- "consumes submissions from" --> TrojAI_Submission_Repository_Root_
    TrojAI_Challenge_Framework_External_Context_ -- "provides context to" --> TrojAI_Submission_Repository_Root_
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Details

The trojai-submission-all project functions as a central repository for AI/ML challenge submissions, structured around Git for version control. The TrojAI Submission Repository (Root) serves as the primary aggregation point, containing multiple Individual Submission Branch (Logical Unit) instances, each representing a distinct submission. The Git Version Control System (Core) underpins all versioning and branching operations within the repository. Project-level documentation is maintained in Project-Level Metadata (Documentation). The entire system operates within the broader context of the TrojAI Challenge Framework (External Context), which defines the rules and evaluation criteria for submissions. Data flows primarily involve submissions being committed to individual branches, managed by Git, and ultimately consumed by the external TrojAI framework.

TrojAI Submission Repository (Root)

The primary Git repository (trojai-submission-all) serving as the central aggregation point and storage for all AI/ML challenge submissions.

Related Classes/Methods:

Git Version Control System (Core)

The foundational Git system providing core functionalities for versioning, branching, merging, and maintaining the history of the TrojAI Submission Repository. This is an external system, not part of the project's codebase.

Related Classes/Methods:

  • N/A (External System)

Individual Submission Branch (Logical Unit)

A distinct Git branch within the TrojAI Submission Repository, encapsulating a single, self-contained AI/ML model submission for a specific TrojAI challenge round. This is a logical construct managed by Git, not a specific source file.

Related Classes/Methods:

  • N/A (Logical Unit)

Project-Level Metadata (Documentation)

High-level descriptive information about the entire TrojAI Submission Repository, including project overview, guidelines, and general challenge context.

Related Classes/Methods:

TrojAI Challenge Framework (External Context)

An external conceptual system representing the broader TrojAI program, which defines challenge rules, rounds, and evaluation methodologies. This component is external to the project's codebase.

Related Classes/Methods:

  • N/A (External)

Unclassified

Component for all unclassified files and utility functions (Utility functions/External Libraries/Dependencies)

Related Classes/Methods: None