Apparatus and method with data processing
AssigneeSamsung Electronics Co., Ltd.
InventorHyeonuk SIM
Life of this patent
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Abstract
A computing apparatus include a processing circuitry configured to detect a weight depth field, related to a range of a weight value of a plurality of weight values, within the weight value, and detect an activation depth field, related to a range of an activation value of a plurality of activation values, within the activation value; identify a first operand in the weight value, and identify a second operand in the activation value; and generate an output value having a resultant depth field determined based on the weight depth field and the activation depth field, by performing an operation based on the identified first and second operands.
Claims20
A computing apparatus, comprising:
- a processing circuitry configured to:
- detect a weight depth field, related to a range of a weight value of a plurality of weight values, within the weight value, and detect an activation depth field, related to a range of an activation value of a plurality of activation values, within the activation value;
- identify a first operand in the weight value, and identify a second operand in the activation value;
- and
- generate an output value having a resultant depth field determined based on the weight depth field and the activation depth field, by performing an operation based on the identified first and second operands.
A computing apparatus, comprising:
- a processing circuitry configured to:
- detect a weight depth field, related to a range of a weight value of a plurality of weight values, within the weight value;
- identify an operand in the weight value;
- perform an operation based on the identified operand and a mantissa of an activation value of a plurality of activation values;
- generate an exponent of output data based on the detected weight depth field, a base value of the weight value, an exponent of the activation value, and a shift value for shifting a result of the operation;
- and
- generate the output data based on the generated exponent and the result of the operation.
A processor-implemented method, comprising:
- detecting a weight depth field, related to a range of a weight value of a plurality of weight values, within the weight value, detecting an activation depth field, related to a range of an activation value of a plurality of activation values, within the activation value;
- identifying a first operand in the weight value, and identifying a second operand in the activation value;
- and
- generating an output value having resultant depth field determined on the weight depth field and the activation depth field, by performing an operation based on the determined first and second operands.
Dependencies are inferred from the claim text.