Research-Stack/5-Applications/scripts/swarm_gpu_optimization_80_percent.py

81 lines
2.5 KiB
Python

#!/usr/bin/env python3
"""
Swarm Query: GPU and Component Optimization to 80% Load
Ask the swarm to figure out how to safely maximize the entire interface
of the GPU and all other components connected together up to 80% of
total possible load.
"""
import sys
import os
import json
from pathlib import Path
sys.path.insert(0, str(Path(__file__).parent.parent.parent))
sys.path.insert(0, str(Path(__file__).parent.parent.parent / "4-Infrastructure"))
sys.path.insert(0, str(Path(__file__).parent.parent.parent / "0-Core-Formalism"))
from infra.enhanced_integrated_swarm import EnhancedIntegratedSwarm
def main():
print("=" * 70)
print("SWARM QUERY: GPU and Component Optimization to 80% Load")
print("=" * 70)
swarm = EnhancedIntegratedSwarm()
# Query the swarm about GPU optimization
print("\n[1] Querying swarm about GPU knowledge...")
gpu_knowledge = swarm.shim.swarm_gpu_knowledge()
if "error" in gpu_knowledge:
print(f"ERROR: {gpu_knowledge['error']}")
return
print("\n[2] GPU Knowledge from Swarm:")
print(json.dumps(gpu_knowledge, indent=2))
# Query about interface adoption
print("\n[3] Querying swarm about interface adoption...")
interface_adoption = swarm.shim.swarm_adopt_interface()
if "error" in interface_adoption:
print(f"ERROR: {interface_adoption['error']}")
return
print("\n[4] Interface Adoption from Swarm:")
print(json.dumps(interface_adoption, indent=2))
# Query about topology documentation
print("\n[5] Querying swarm about topology documentation...")
topology_doc = swarm.shim.swarm_document_topology()
if "error" in topology_doc:
print(f"ERROR: {topology_doc['error']}")
return
print("\n[6] Topology Documentation from Swarm:")
print(json.dumps(topology_doc, indent=2))
# Save results
result = {
"query": "GPU and component optimization to 80% load",
"gpu_knowledge": gpu_knowledge,
"interface_adoption": interface_adoption,
"topology_documentation": topology_doc
}
output_path = Path(__file__).parent.parent.parent / "data" / "swarm_gpu_optimization_80_percent.json"
output_path.parent.mkdir(parents=True, exist_ok=True)
with open(output_path, 'w') as f:
json.dump(result, f, indent=2)
print(f"\n[7] Results saved to: {output_path}")
print("\n" + "=" * 70)
print("SWARM QUERY COMPLETE")
print("=" * 70)
if __name__ == "__main__":
main()