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| title: Coherent Compute Engine | |
| emoji: 🌖 | |
| colorFrom: pink | |
| colorTo: red | |
| sdk: gradio | |
| sdk_version: 6.2.0 | |
| app_file: app.py | |
| pinned: false | |
| license: other | |
| short_description: Live coherence + throughput benchmark (no precomputed result | |
| thumbnail: >- | |
| https://cdn-uploads.huggingface.co/production/uploads/685edcb04796127b024b4805/Sr9bUuYsRuDtVZnb-7kke.png | |
| # Coherent Compute Engine | |
| This Space demonstrates a **live, coherent compute engine** running entirely on CPU. | |
| No precomputed benchmarks. | |
| No synthetic scaling. | |
| No hidden accelerators. | |
| Every result shown is produced **at runtime** on the machine hosting this Space. | |
| --- | |
| ## What Is Being Measured | |
| Each “item” is defined as: | |
| > One coherent update of a state vector `[Ψ, E, L]` for a single oscillator. | |
| The engine evolves millions of oscillators using: | |
| - Numerically stable | |
| - Branchless | |
| - Energy-retentive updates | |
| Metrics reported: | |
| - **Throughput** — coherent updates per second | |
| - **Coherence** — stability between initial and final state | |
| - **Mean Energy** — energy retention across the system | |
| - **Elapsed Time** — real wall-clock time | |
| --- | |
| ## Why This Matters | |
| Most benchmarks optimize for raw FLOPs. | |
| This engine optimizes for **coherent progression under constraint**. | |
| It shows that: | |
| - High throughput does not require GPUs | |
| - Stability can be preserved at scale | |
| - Energy retention can remain high even under load | |
| This is **architecture**, not a paper claim. | |
| --- | |
| ## What This Is Not | |
| - Not a neural network | |
| - Not a pre-trained model | |
| - Not a simulation with fixed outputs | |
| - Not a GPU demo | |
| It is a **compute engine**, measured live. | |
| --- | |
| ## Reproducibility | |
| You can: | |
| - Change oscillator count | |
| - Change step count | |
| - Rerun at any time | |
| Results will change depending on: | |
| - Host CPU | |
| - Available cores | |
| - Runtime conditions | |
| That is the point. | |
| --- | |
| ## Ethics & Transparency | |
| No data is uploaded. | |
| No background processes. | |
| No hidden scaling. | |
| What you see is what runs. | |
| --- | |
| ## Author | |
| Built as part of the **Rendered Frame Theory (RFT)** engineering work. | |
| Focus: | |
| - Truthful measurement | |
| - Energy-aware compute | |
| - Coherent system design | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference |