results/quant_main20.json

{
  "layers": [
    0,
    1,
    2,
    3,
    4,
    5,
    6,
    7,
    8,
    9,
    10,
    11,
    12,
    13,
    14,
    15
  ],
  "bits": [
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125,
    2.0103125
  ],
  "params": [
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400,
    419430400
  ],
  "avg_bits": 2.0103125,
  "quantized_params": 6710886400,
  "ppl": 12.165743827819824,
  "config": {
    "stages": 4,
    "nsamples": 32,
    "seqlen": 2048,
    "no_rht": false,
    "no_ldlq": false,
    "alloc": "uniform",
    "spread": 1,
    "ppl_limit": 20,
    "rtn": null,
    "fp16": false,
    "tag": "main20"
  },
  "ppl_secs": 36.14291453361511
}