Created
September 25, 2023 13:34
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| custom_quantize_layers: | |
| '128': float16 | |
| '130': float16 | |
| '131': float16 | |
| '133': float16 | |
| '134': float16 | |
| '136': float16 | |
| '137': float16 | |
| '146': float16 | |
| '138': float16 | |
| '139': float16 | |
| '145': float16 | |
| '141': float16 | |
| '142': float16 | |
| '144': float16 | |
| '147': float16 | |
| '149': float16 | |
| '150': float16 | |
| '152': float16 | |
| '153': float16 | |
| '156': float16 | |
| '172': float16 | |
| '170': float16 | |
| '171': float16 | |
| '182': float16 | |
| '198': float16 | |
| '196': float16 | |
| '197': float16 | |
| '199': float16 | |
| '208': float16 | |
| '217': float16 | |
| '215': float16 | |
| '216': float16 | |
| '218': float16 | |
| '268': float16 | |
| '269': float16 | |
| '270': float16 | |
| '287': float16 | |
| '288': float16 | |
| '306': float16 | |
| '307': float16 | |
| '344': float16 | |
| '345': float16 | |
| '347': float16 | |
| '348': float16 | |
| '351': float16 | |
| '352': float16 | |
| '354': float16 | |
| '355': float16 | |
| '329': float16 | |
| '330': float16 | |
| '332': float16 | |
| '333': float16 | |
| '337': float16 | |
| '339': float16 | |
| '340': float16 | |
| '317': float16 | |
| '318': float16 | |
| '324': float16 | |
| '325': float16 | |
| Softmax_221_new: float16 | |
| '394': float16 | |
| 424_shape4: float16 | |
| 426_before: float16 | |
| '427': float16 | |
| Concat_250_swap_concat_reshape_i1_out: float16 | |
| output0_shape4: float16 | |
| output0_int8: float16 | |
| output0: float16 | |
| quantize_parameters: | |
| images: | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: float32 | |
| min: | |
| - 0.0 | |
| max: | |
| - 1.0 | |
| scale: [] | |
| zero_point: [] | |
| ori_min: | |
| - 0.0 | |
| ori_max: | |
| - 1.0 | |
| '128': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -49.36354446411133 | |
| max: | |
| - 54.28505325317383 | |
| scale: | |
| - 0.40646508908739276 | |
| zero_point: | |
| - -7 | |
| ori_min: | |
| - -49.36354446411133 | |
| ori_max: | |
| - 54.28505325317383 | |
| '130': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.27846458554267883 | |
| max: | |
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| scale: | |
| - 0.21397457975967257 | |
| zero_point: | |
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| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 54.28505325317383 | |
| '131': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -148.71336364746094 | |
| max: | |
| - 130.72882080078125 | |
| scale: | |
| - 1.0958517037185969 | |
| zero_point: | |
| - 8 | |
| ori_min: | |
| - -148.71336364746094 | |
| ori_max: | |
| - 130.72882080078125 | |
| '133': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.27846458554267883 | |
| max: | |
| - 130.72882080078125 | |
| scale: | |
| - 0.5137540603385252 | |
| zero_point: | |
| - -127 | |
| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 130.72882080078125 | |
| '134': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
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| ori_max: | |
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| '136': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| max: | |
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| ori_min: | |
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| ori_max: | |
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| '137': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 33.515445709228516 | |
| '138': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
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| ori_max: | |
| - 19.708587646484375 | |
| '139': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| max: | |
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| scale: | |
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| zero_point: | |
| - 16 | |
| ori_min: | |
| - -40.34968566894531 | |
| ori_max: | |
| - 31.09856605529785 | |
| '141': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
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| max: | |
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| scale: | |
| - 0.12304717898368836 | |
| zero_point: | |
| - -126 | |
| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 31.09856605529785 | |
| '142': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -38.4429931640625 | |
| max: | |
| - 36.49432373046875 | |
| scale: | |
| - 0.2938718309589461 | |
| zero_point: | |
| - 3 | |
| ori_min: | |
| - -38.4429931640625 | |
| ori_max: | |
| - 36.49432373046875 | |
| '144': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.27846458554267883 | |
| max: | |
| - 36.49432373046875 | |
| scale: | |
| - 0.14420701300396638 | |
| zero_point: | |
| - -126 | |
| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 36.49432373046875 | |
| '145': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.5569291114807129 | |
| max: | |
| - 41.016727447509766 | |
| scale: | |
| - 0.16303394729015874 | |
| zero_point: | |
| - -125 | |
| ori_min: | |
| - -0.5569291114807129 | |
| ori_max: | |
| - 41.016727447509766 | |
| '146': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.5569291114807129 | |
| max: | |
| - 41.016727447509766 | |
| scale: | |
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| zero_point: | |
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| ori_min: | |
| - -0.5569291114807129 | |
| ori_max: | |
| - 41.016727447509766 | |
| '147': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
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| ori_max: | |
| - 17.128541946411133 | |
| '149': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
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| max: | |
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| scale: | |
| - 0.06826277071354436 | |
| zero_point: | |
| - -124 | |
| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 17.128541946411133 | |
| '150': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -14.14588451385498 | |
| max: | |
| - 8.530132293701172 | |
| scale: | |
| - 0.08892555610806334 | |
| zero_point: | |
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| ori_min: | |
| - -14.14588451385498 | |
| ori_max: | |
| - 8.530132293701172 | |
| '152': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
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| max: | |
| - 8.528449058532715 | |
| scale: | |
| - 0.034536916251276056 | |
| zero_point: | |
| - -120 | |
| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 8.528449058532715 | |
| '153': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -13.229543685913086 | |
| max: | |
| - 7.841052532196045 | |
| scale: | |
| - 0.08262978909062405 | |
| zero_point: | |
| - 32 | |
| ori_min: | |
| - -13.229543685913086 | |
| ori_max: | |
| - 7.841052532196045 | |
| '155': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.27846458554267883 | |
| max: | |
| - 7.83797025680542 | |
| scale: | |
| - 0.031829156244502346 | |
| zero_point: | |
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| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 7.83797025680542 | |
| '156': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.27846458554267883 | |
| max: | |
| - 7.83797025680542 | |
| scale: | |
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| zero_point: | |
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| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
| - 7.83797025680542 | |
| '157': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| zero_point: | |
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| ori_min: | |
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| ori_max: | |
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| '158': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
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| max: | |
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| scale: | |
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| zero_point: | |
| - 17 | |
| ori_min: | |
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| ori_max: | |
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| '160': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
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| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
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| ori_max: | |
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| '161': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -9.11803913116455 | |
| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
| - -9.11803913116455 | |
| ori_max: | |
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| '163': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - -0.27846458554267883 | |
| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
| - -0.27846458554267883 | |
| ori_max: | |
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| '164': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| max: | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
| - -0.5569285750389099 | |
| ori_max: | |
| - 7.623680591583252 | |
| '165': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| scale: | |
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| zero_point: | |
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| ori_min: | |
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| ori_max: | |
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| '167': | |
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| qmethod: layer | |
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| ori_min: | |
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| ori_max: | |
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| '168': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| zero_point: | |
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| ori_min: | |
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| ori_max: | |
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| '170': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
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| max: | |
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| ori_min: | |
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| ori_max: | |
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| '171': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
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| ori_min: | |
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| '172': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
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| '173': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
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| ori_min: | |
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| '175': | |
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| ori_min: | |
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| '176': | |
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| qmethod: layer | |
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| ori_min: | |
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| '178': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| ori_min: | |
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| ori_max: | |
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| '179': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| ori_min: | |
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| ori_max: | |
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| '181': | |
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| ori_min: | |
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| '182': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| ori_min: | |
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| ori_max: | |
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| '183': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| ori_min: | |
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| '184': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| ori_min: | |
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| ori_max: | |
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| '186': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
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| scale: | |
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| - 0.0037546737521302466 | |
| zero_point: | |
| - -128 | |
| ori_min: | |
| - 0.0 | |
| ori_max: | |
| - 0.9574418067932129 | |
| Concat_250_swap_concat_reshape_i1_out: | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - 0.0 | |
| max: | |
| - 0.9574418067932129 | |
| scale: | |
| - 0.0037546737521302466 | |
| zero_point: | |
| - -128 | |
| ori_min: | |
| - 0.0 | |
| ori_max: | |
| - 0.9574418067932129 | |
| output0_shape4: | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - 0.0 | |
| max: | |
| - 653.301513671875 | |
| scale: | |
| - 2.5619667202818626 | |
| zero_point: | |
| - -128 | |
| ori_min: | |
| - 0.0 | |
| ori_max: | |
| - 653.301513671875 | |
| output0: | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: float32 | |
| min: | |
| - 0.0 | |
| max: | |
| - 653.301513671875 | |
| scale: [] | |
| zero_point: [] | |
| ori_min: | |
| - 0.0 | |
| ori_max: | |
| - 653.301513671875 | |
| '415': | |
| qtype: symmetric_quantized | |
| qmethod: layer | |
| dtype: int32 | |
| min: | |
| - -79.5 | |
| max: | |
| - 79.5 | |
| scale: | |
| - 3.702007234096527e-08 | |
| zero_point: | |
| - 0 | |
| ori_min: | |
| - 0.5 | |
| ori_max: | |
| - 79.5 | |
| '417': | |
| qtype: symmetric_quantized | |
| qmethod: layer | |
| dtype: int32 | |
| min: | |
| - -79.5 | |
| max: | |
| - 79.5 | |
| scale: | |
| - 3.702007234096527e-08 | |
| zero_point: | |
| - 0 | |
| ori_min: | |
| - 0.5 | |
| ori_max: | |
| - 79.5 | |
| '425': | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int16 | |
| min: | |
| - 0.0 | |
| max: | |
| - 32.0 | |
| scale: | |
| - 0.0004882887006942855 | |
| zero_point: | |
| - -32768 | |
| ori_min: | |
| - 8.0 | |
| ori_max: | |
| - 32.0 | |
| images_int8: | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - 0.0 | |
| max: | |
| - 1.0 | |
| scale: | |
| - 0.00392156862745098 | |
| zero_point: | |
| - -128 | |
| ori_min: | |
| - 0.0 | |
| ori_max: | |
| - 1.0 | |
| output0_int8: | |
| qtype: asymmetric_quantized | |
| qmethod: layer | |
| dtype: int8 | |
| min: | |
| - 0.0 | |
| max: | |
| - 653.301513671875 | |
| scale: | |
| - 2.5619667202818626 | |
| zero_point: | |
| - -128 | |
| ori_min: | |
| - 0.0 | |
| ori_max: | |
| - 653.301513671875 |
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