public static class
QuantizeAndDequantizeV4.Options
Optional attributes for QuantizeAndDequantizeV4
Public Methods
| QuantizeAndDequantizeV4.Options |
axis(Long axis)
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| QuantizeAndDequantizeV4.Options |
narrowRange(Boolean narrowRange)
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| QuantizeAndDequantizeV4.Options |
numBits(Long numBits)
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| QuantizeAndDequantizeV4.Options |
rangeGiven(Boolean rangeGiven)
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| QuantizeAndDequantizeV4.Options |
roundMode(String roundMode)
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| QuantizeAndDequantizeV4.Options |
signedInput(Boolean signedInput)
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Inherited Methods
Public Methods
public QuantizeAndDequantizeV4.Options axis (Long axis)
Parameters
| axis | If specified, this axis is treated as a channel or slice axis, and a separate quantization range is used for each channel or slice along this axis. |
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public QuantizeAndDequantizeV4.Options narrowRange (Boolean narrowRange)
Parameters
| narrowRange | If True, then the absolute value of the quantized minimum value is the same as the quantized maximum value, instead of 1 greater. i.e. for 8 bit quantization, the minimum value is -127 instead of -128. |
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public QuantizeAndDequantizeV4.Options numBits (Long numBits)
Parameters
| numBits | The bitwidth of the quantization. |
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public QuantizeAndDequantizeV4.Options rangeGiven (Boolean rangeGiven)
Parameters
| rangeGiven | Whether the range is given or should be determined from the `input` tensor. |
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public QuantizeAndDequantizeV4.Options roundMode (String roundMode)
Parameters
| roundMode | The 'round_mode' attribute controls which rounding tie-breaking algorithm is
used when rounding float values to their quantized equivalents. The following
rounding modes are currently supported:
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public QuantizeAndDequantizeV4.Options signedInput (Boolean signedInput)
Parameters
| signedInput | Whether the quantization is signed or unsigned. (actually this parameter should have been called `signed_output`) |
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