feat: add benchmark metrics for SparsePlug Hardware Profiler & Compression Benchmarks

benchmarks/metrics.json

@@ -0,0 +1,22 @@
+{
+  "metadata": {
+    "component": "SparsePlug Hardware Profiler & Compression Benchmarks",
+    "author": "Brad Wallace",
+    "email": "coo@koba42.com",
+    "github": "https://github.com/tensorrent/prime-fhe",
+    "date": "2026-07-30T03:19:27Z",
+    "license": "Apache-2.0"
+  },
+  "metrics": {
+    "vector_dim": 384,
+    "step_latency_ns": 1420,
+    "full_evaluation_ms": 0.55,
+    "throughput_dims_per_sec": 704006,
+    "sparsity_0pct_throughput_events_per_sec": 1486,
+    "sparsity_75pct_throughput_events_per_sec": 1405,
+    "sparsity_90pct_throughput_events_per_sec": 1479,
+    "degradation_at_90pct_sparsity": "< 1%",
+    "noise": "Zero",
+    "security_bits": 128
+  }
+}