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6d31a97 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 | #include <vector>
#include <iostream>
#include <cmath>
// Simplified Kernel for Library Export
extern "C" {
typedef struct {
float* data;
int size;
} FloatArray;
// The Core "Memory Walk" Kernel (CPU Intensive)
// Returns a "Confidence Score" based on Truth matching
float ov_cpu_graph_walk(float* query_vector, int size, float* truth_vector) {
// Simulate complex graph traversal
float dot = 0.0f;
float norm_q = 0.0f;
float norm_t = 0.0f;
for(int i=0; i<size; i++) {
dot += query_vector[i] * truth_vector[i];
norm_q += query_vector[i] * query_vector[i];
norm_t += truth_vector[i] * truth_vector[i];
}
float similarity = dot / (std::sqrt(norm_q) * std::sqrt(norm_t) + 1e-9);
// P = S * C * R * W (Hardcoded mock metadata for speed test)
float P = similarity * 0.95f * 1.0f * 1.0f;
return P;
}
// The "State Correction" Kernel (To be called during GPU wait time)
void ov_correct_state(float* hidden_state, int size, float* truth_vector, float confidence) {
float alpha = 0.3f * confidence;
for(int i=0; i<size; i++) {
hidden_state[i] = ((1.0f - alpha) * hidden_state[i]) + (alpha * truth_vector[i]);
}
}
}
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