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NEGEMMLowpMatrixMultiplyCore: fp16 output support for dequantization #1152

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alvoron opened this issue Nov 26, 2024 · 1 comment
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@alvoron
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alvoron commented Nov 26, 2024

Feature request: NEGEMMLowpMatrixMultiplyCore fp16 output support for dequantization.

cc @milpuz01

@morgolock
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Hi @alvoron

Just to clarify, can you please confirm that you would like to be able to use FP16 as output in NEGEMMLowpMatrixMultiplyCore.h

~NEGEMMLowpMatrixMultiplyCore();
    /** Initialise the kernel's inputs, output
     *
     * Valid data layouts:
     * - NHWC
     * - NCHW
     *
     * Valid data type configurations:
     * |src0           |src1               |src2     |dst            |
     * |:--------------|:------------------|:--------|:--------------|
     * |QASYMM8        |QASYMM8            |S32      |QASYMM8        |
     * |QASYMM8        |QASYMM8_SIGNED     |S32      |QASYMM8        |
     * |QASYMM8        |QSYMM8_PER_CHANNEL |S32      |QASYMM8        |
     * |QASYMM8        |QSYMM8             |S32      |QASYMM8        |
     * |QASYMM8        |QASYMM8            |S32      |S32            |
     * |QASYMM8        |QSYMM8_PER_CHANNEL |S32      |S32            |
     * |QASYMM8        |QSYMM8             |S32      |S32            |
     * |QASYMM8        |QASYMM8_SIGNED     |F32      |F32            |
     * |QASYMM8_SIGNED |QASYMM8_SIGNED     |S32      |QASYMM8_SIGNED |
     * |QASYMM8_SIGNED |QSYMM8_PER_CHANNEL |S32      |QASYMM8_SIGNED |
     * |QASYMM8_SIGNED |QSYMM8             |S32      |QASYMM8_SIGNED |
     * |QASYMM8_SIGNED |QASYMM8_SIGNED     |S32      |S32            |
     * |QASYMM8_SIGNED |QSYMM8_PER_CHANNEL |S32      |S32            |
     * |QASYMM8_SIGNED |QSYMM8             |S32      |S32            |
     * |QASYMM8_SIGNED |QASYMM8_SIGNED     |F32      |F32            |

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