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   "policy": "COMBO",
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   "seed": 10058,
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 ],
 "timings": {
  "runs_per_second_per_core": {
   "qt1-ref": 102.2938399544792,
   "TwoComp": 88.4128707888032,
   "COMBO": 77.85565121419603
  },
  "cold_jit_seconds": 13.85819065431133
 },
 "timing_notes": {
  "runs_per_second_per_core": "one worker process, warm, wall time of ammfast.run_batch on seeds 10000..10063 (Python wrapper included), median of 3",
  "cold_jit_seconds": "slowest of the three policies: fresh interpreter, empty Numba cache, wall time of \"import ammfast\" plus the first ammfast.run(10000, policy) (table decode included)"
 },
 "benchmark": {
  "cpython_seconds_per_run": {
   "qt1-ref": 0.1553531801328063,
   "TwoComp": 0.20737685286439955,
   "COMBO": 0.24346776609309018
  },
  "cold": {
   "qt1-ref": {
    "first_call_seconds": 13.85819065431133,
    "second_call_seconds": 0.00816706195473671,
    "edge": 443.1017411146794
   },
   "TwoComp": {
    "first_call_seconds": 13.56699733901769,
    "second_call_seconds": 0.00984263513237238,
    "edge": 443.69061377502567
   },
   "COMBO": {
    "first_call_seconds": 13.765208964701742,
    "second_call_seconds": 0.011174883227795362,
    "edge": 444.1953300340616
   }
  },
  "warm_start": {
   "qt1-ref": {
    "first_call_seconds": 2.4061000291258097,
    "second_call_seconds": 0.008583785966038704,
    "edge": 443.1017411146794
   },
   "TwoComp": {
    "first_call_seconds": 2.3484387141652405,
    "second_call_seconds": 0.010114673990756273,
    "edge": 443.69061377502567
   },
   "COMBO": {
    "first_call_seconds": 2.330739518161863,
    "second_call_seconds": 0.011963886208832264,
    "edge": 444.1953300340616
   }
  },
  "runs_per_second": {
   "qt1-ref": {
    "run_batch_64_seeds_median_of_3": 102.2938399544792,
    "run_batch_all": [
     100.34747224869852,
     107.72311279506464,
     102.2938399544792
    ],
    "run_single_calls_16_seeds": 105.63708648003815
   },
   "TwoComp": {
    "run_batch_64_seeds_median_of_3": 88.4128707888032,
    "run_batch_all": [
     85.28396433741968,
     88.4128707888032,
     89.67263815430091
    ],
    "run_single_calls_16_seeds": 87.84139104722674
   },
   "COMBO": {
    "run_batch_64_seeds_median_of_3": 77.85565121419603,
    "run_batch_all": [
     77.85565121419603,
     65.5206600289582,
     79.23854135636884
    ],
    "run_single_calls_16_seeds": 75.08661177248682
   }
  },
  "plan": {
   "workers": 4,
   "chunk_seeds": 128,
   "budget_seconds_per_command": 420.0,
   "bank_runs": 12288,
   "bank_seconds_estimate": 39.45763669162989,
   "cpython_runs": 576,
   "cpython_seconds_estimate": 35.059358317404985
  }
 },
 "stage_wall_seconds": {
  "gate_cpython": {
   "seconds": 33.09483835706487,
   "rows": 384,
   "invocations": 1,
   "workers": 4
  },
  "gate_ammfast": {
   "seconds": 4.342128416057676,
   "rows": 384,
   "invocations": 1,
   "workers": 1
  },
  "banks_ammfast": {
   "seconds": 52.68631218327209,
   "rows": 12288,
   "invocations": 1,
   "workers": 4
  },
  "spot_cpython": {
   "seconds": 18.923748574219644,
   "rows": 192,
   "invocations": 1,
   "workers": 4
  }
 },
 "generation_command": "python -B baselines/replica/generate.py --stage all --workers 4 --budget 420",
 "limitations": [
  "Linux x86_64 only was executed; macOS arm64 is untested.",
  "Rates and cold times were measured on a shared machine and vary with its load.",
  "Banks are bound to the runtime versions above; another libm/LLVM may differ in the last bits."
 ]
}