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author | Gian Marco <gianmarco.iodice@arm.com> | 2017-11-28 09:10:03 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:41:58 +0000 |
commit | 58c5794b917dae10ff115dd85ec69e2ca41136c1 (patch) | |
tree | f2cea2d94e6566be720256dc6105056798723699 /arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h | |
parent | 754e9526a7caf50876c2db9563dc72f096093b34 (diff) | |
download | ComputeLibrary-58c5794b917dae10ff115dd85ec69e2ca41136c1.tar.gz |
COMPMID-706 - Add GEMMLowp output stage for scaling by a fixed point number
DoD:
- Implement NEON kernel for quantizing down the gemmlowp result. The
result should be scaled by a fixedpoint number
- Implement OpenCL kernel for quantizing down the gemmlowp result. The
result should be scaled by a fixedpoint number
- Add test for validating the result
Required for:
- Integration of GEMMLowp in Android NN
- Convolution quantized
- Fully connected quantized
Change-Id: Ia963d25d695471e963961fb49a5600e78374ac4f
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/110981
Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com>
Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h')
-rw-r--r-- | arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h | 28 |
1 files changed, 14 insertions, 14 deletions
diff --git a/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h b/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h index 26f23ce5f3..2cac06c1c9 100644 --- a/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h +++ b/arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h @@ -87,20 +87,20 @@ private: void configure_conv_fc(const ICLTensor *input, const ICLTensor *weights, ICLTensor *output); void configure_mm(const ICLTensor *input, const ICLTensor *weights, ICLTensor *output, bool is_interleaved_transposed = true); - CLMemoryGroup _memory_group; - CLIm2ColKernel _im2col_kernel; - CLFullyConnectedLayerReshapeWeights _reshape_weights_kernel; - CLGEMMMatrixMultiplyKernel _mm_kernel; - CLGEMMLowpMatrixMultiplyCore _mm_gemmlowp; - CLGEMMLowpQuantizeDownInt32ToUint8Scale _gemmlowp_output_stage; - CLGEMMMatrixAccumulateBiasesKernel _accumulate_biases_kernel; - CLTensor _im2col_output; - CLTensor _gemmlowp_output; - CLTensor _reshape_weights_output; - bool _are_weights_reshaped; - bool _is_fc_after_conv; - bool _accumulate_biases; - bool _is_quantized; + CLMemoryGroup _memory_group; + CLIm2ColKernel _im2col_kernel; + CLFullyConnectedLayerReshapeWeights _reshape_weights_kernel; + CLGEMMMatrixMultiplyKernel _mm_kernel; + CLGEMMLowpMatrixMultiplyCore _mm_gemmlowp; + CLGEMMLowpQuantizeDownInt32ToUint8ScaleByFixedPoint _gemmlowp_output_stage; + CLGEMMMatrixAccumulateBiasesKernel _accumulate_biases_kernel; + CLTensor _im2col_output; + CLTensor _gemmlowp_output; + CLTensor _reshape_weights_output; + bool _are_weights_reshaped; + bool _is_fc_after_conv; + bool _accumulate_biases; + bool _is_quantized; }; } #endif /* __ARM_COMPUTE_CLFULLYCONNECTEDLAYER_H__ */ |