{
  "metadata": {
    "suite": "batch",
    "runtime": {
      "generated_at_utc": "2026-03-24T09:13:04.010216+00:00",
      "python_version": "3.13.5",
      "python_implementation": "CPython",
      "python_executable": "/Users/pratikbhadane/Work/Projects/ferro-ta/.venv/bin/python3",
      "platform": "macOS-26.3.1-arm64-arm-64bit-Mach-O",
      "system": "Darwin",
      "release": "25.3.0",
      "machine": "arm64",
      "processor": "arm",
      "cpu_model": "Apple M3 Max",
      "cpu_count_logical": 14,
      "total_memory_bytes": 38654705664
    },
    "git": {
      "commit": "53566b9d82898fa4f95c5190156c969a0bd8e8e3",
      "dirty": true,
      "branch": "main"
    },
    "build": {
      "rustc": "rustc 1.93.1 (01f6ddf75 2026-02-11)\nbinary: rustc\ncommit-hash: 01f6ddf7588f42ae2d7eb0a2f21d44e8e96674cf\ncommit-date: 2026-02-11\nhost: aarch64-apple-darwin\nrelease: 1.93.1\nLLVM version: 21.1.8",
      "cargo": "cargo 1.93.1 (083ac5135 2025-12-15)",
      "cargo_release_profile": {
        "lto": true,
        "codegen-units": 1
      },
      "rustflags": null,
      "cargo_build_rustflags": null,
      "maturin_flags": null
    },
    "packages": {
      "numpy": "2.2.6",
      "ferro-ta": "1.0.4"
    },
    "dataset": {
      "n_samples": 20000,
      "n_series": 32,
      "total_bars": 640000,
      "seed": 42
    }
  },
  "results": [
    {
      "indicator": "SMA",
      "parallel_ms": 7.9306,
      "sequential_ms": 2.4832,
      "loop_ms": 1.0238,
      "parallel_speedup_vs_loop": 0.1291,
      "sequential_speedup_vs_loop": 0.4123
    },
    {
      "indicator": "RSI",
      "parallel_ms": 3.9307,
      "sequential_ms": 5.0938,
      "loop_ms": 3.6883,
      "parallel_speedup_vs_loop": 0.9383,
      "sequential_speedup_vs_loop": 0.7241
    },
    {
      "indicator": "ATR",
      "parallel_ms": 9.2546,
      "sequential_ms": 7.768,
      "loop_ms": 5.2669,
      "parallel_speedup_vs_loop": 0.5691,
      "sequential_speedup_vs_loop": 0.678
    },
    {
      "indicator": "ADX",
      "parallel_ms": 9.5489,
      "sequential_ms": 9.1403,
      "loop_ms": 7.1578,
      "parallel_speedup_vs_loop": 0.7496,
      "sequential_speedup_vs_loop": 0.7831
    }
  ],
  "grouped_results": [
    {
      "case": "close_bundle_3",
      "grouped_ms": 0.466,
      "separate_ms": 0.2003,
      "speedup_vs_separate": 0.4298
    },
    {
      "case": "hlc_bundle_3",
      "grouped_ms": 1.2538,
      "separate_ms": 0.6999,
      "speedup_vs_separate": 0.5582
    }
  ]
}