fix: Fix results dashboard

[Hugoch]

Fix Gradio results dashboard. Fixes #5

[Copilot]

Pull Request Overview

This PR fixes the results dashboard for the Inference Benchmarker by adding a new run identifier and updating various configuration and dependency files. Key changes include:

• Adding a new "run_id" field to the command-line arguments and propagating it through configuration structures.
• Bumping package versions (e.g. gradio, matplotlib, pyarrow) and updating Cargo.toml metadata.
• Removing obsolete files (optimum.py and plot.py) and refactoring the Gradio dashboard logic.

Reviewed Changes

Copilot reviewed 12 out of 12 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
src/main.rs	Introduces a new run_id, generated via a UUID slice, into Args.
src/lib.rs	Propagates the new run_id in the RunConfiguration.
src/benchmark.rs	Adds run_id (and model_name) to BenchmarkConfig and tests.
pyproject.toml	Updates package version and dependency versions.
optimum.py, extra/plots/plot.py	Removes unused files.
extra/dashboard/*.py	Updates parsing and dashboard logic to use the new run_id field.
Cargo.toml	Updates project metadata and version, and defines the binary.
README.md	Adjusts documentation text for clarity.

[TheRValiquette]

Sorry to use this PR to communicate with you but I was wondering if there was a place or forum where we can discus about inference-benchmark project?

[Hugoch]

@TheRValiquette , I think you can use a Github issue for that and we can flag it as a question ?

[TheRValiquette]

Great! Thank you for the quick feedback. I created a Github issue for it :
#12