DLMODEL_SOURCE(1)

💖 DLMODEL_SOURCE(1) 💖

okay so bestie, welcome to dlmodel_source — yes, the manual page name is DLMODEL_SOURCE(1) and no, we are not being normal about it. this is a User Command and it's gonna change your whole directory game. periodt.

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✨ NAME ✨

dlmodel_source — create a structured deep learning model directory. it's giving organized. it's giving tidy. it's giving "my models live in a folder that makes sense" energy. 🎀

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🌸 SYNOPSIS 🌸

dlmodel_source

that's it. no flags. no args. just vibes and questions. 💅

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🦋 DESCRIPTION 🦋

dlmodel_source helps you create a structured deep learning (DL) model directory via CLI. that's the whole point, that's the assignment. if you want the full tea, scroll down to the specification section below. 👑

the structured directory gets created in /tmp.

then it's interview time, bestie. it's gonna ask you questions to collect all your model info:

• Package name — the name of the DL package, e.g. inception.
• Package version — the version of the DL package, e.g. 3.
• Modle filepath — the absolute or relative path of the model file. (and yes, that's literally how it's spelled up in here, we are simply not touching it 🙈)
• Label filepath — the absolute or relative path of the label file.
• Config name — the name of the config data source (peep config filepath below for the lore). if there isn't any config, just leave it blank. no config, no problem. 🫶
• Config filepath — the absolute or relative path of the config file.
• Inference engine — the inference engine that supports the DL model's format.

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🌈 MODEL DIRECTORY STRUCTURE 🌈

here's an example of what a structured DL model directory looks like, and honestly? iconic.

<modelname-version>
|-- <model-file>
|-- <label-file>
|-- <optional-config-files>
|-- LICENSE    # optional currently
`-- meta.json

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🎀 METADATA FORMAT OF MODEL PACKAGE 🎀

the metadata, meta.json, describes all the details in the structured model directory. it's the main character of the folder ngl.

example of meta.json:

# Note: model directory name is fight-detection-1.0.0
{
    "name": "fight-detection",
    "version": "1.0.0",
    "inference-engine": "tensorflow",
    "model": "model.pb",
    "label": "labels.txt",
    # optional configs
    "config": {
        "<optional-key>": "<optional-value>",
        "<optional-key>": "<optional-value>",
        ...
    },
    "checksums-sha256": {
        "model.pb": "<sha256sum>",
        "labels.txt": "<sha256sum>",
        "<optional-file-path>": "<sha256sum>",
        ...
    }
}

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💜 SEE ALSO 💜

• dlmodel2deb(1) — go look at it, bestie, it's the sequel. ✨

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and that's the whole page, babes. this masterpiece was brought to you by DLMobelBox, dated October 2017 — yeah, it's been slaying since 2017 and it still eats. 💅👑🦋