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https://github.com/allaunthefox/Research-Stack.git
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47 lines
1.3 KiB
Python
47 lines
1.3 KiB
Python
#!/usr/bin/env python3
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# ==============================================================================
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# COPYRIGHT NO ONE EVERYWHERE LLC (WYOMING HOLDING COMPANY)
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# PROJECT: SOVEREIGN STACK
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# This artifact is entirely proprietary and cryptographically proven.
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# Open-Source usage requires explicit permission from Brandon Scott Schneider.
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# ==============================================================================
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import json
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import time
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from typing import List
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try:
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from scripts.gpgpu_surface import get_surface
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except ImportError:
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from gpgpu_surface import get_surface
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def main() -> int:
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surface = get_surface()
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vec: List[float] = [float(i) / 1000.0 for i in range(200000)]
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t0 = time.perf_counter()
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mu = surface.mean(vec)
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sigma = surface.std(vec)
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zs = surface.zscores(vec)
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probs = surface.softmax(vec[:1024], temperature=0.5)
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t1 = time.perf_counter()
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print(
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json.dumps(
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{
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"backend": surface.backend,
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"vector_size": len(vec),
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"mean": mu,
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"std": sigma,
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"zsample": zs[:5],
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"softmax_sample": probs[:5],
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"elapsed_ms": round((t1 - t0) * 1000.0, 3),
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},
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indent=2,
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)
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)
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return 0
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if __name__ == "__main__":
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raise SystemExit(main())
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