quantized_report.json

{
  "checker_passed": true,
  "comparisons": [
    {
      "name": "article_basic",
      "shape": [
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        2
      ],
      "max_abs_diff_vs_fp32_onnx": 7.265946388244629,
      "mean_abs_diff_vs_fp32_onnx": 4.1265459060668945
    },
    {
      "name": "docs_page",
      "shape": [
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        131,
        2
      ],
      "max_abs_diff_vs_fp32_onnx": 8.155963897705078,
      "mean_abs_diff_vs_fp32_onnx": 4.4084930419921875
    },
    {
      "name": "news_article",
      "shape": [
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        2
      ],
      "max_abs_diff_vs_fp32_onnx": 7.643763065338135,
      "mean_abs_diff_vs_fp32_onnx": 3.8834586143493652
    }
  ],
  "e2e": [
    {
      "name": "article_basic",
      "markdown_len": 0,
      "n_blocks": 4,
      "n_main": 0,
      "n_other": 4,
      "markdown": ""
    },
    {
      "name": "docs_page",
      "markdown_len": 0,
      "n_blocks": 6,
      "n_main": 0,
      "n_other": 6,
      "markdown": ""
    },
    {
      "name": "news_article",
      "markdown_len": 0,
      "n_blocks": 6,
      "n_main": 0,
      "n_other": 6,
      "markdown": ""
    }
  ],
  "benchmark_cpu": {
    "sequence_length": 131,
    "fp32_onnx": {
      "mean_ms": 93.1431056233123,
      "stdev_ms": 8.900754833518242,
      "min_ms": 80.73485404020175,
      "max_ms": 105.68846500245854,
      "reps": 5
    },
    "int8_dynamic": {
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      "stdev_ms": 4.53109156315105,
      "min_ms": 74.82718001119792,
      "max_ms": 86.0046639572829,
      "reps": 5
    }
  }
}