diff options
| author | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2021-04-16 15:08:59 +0100 |
|---|---|---|
| committer | Gian Marco Iodice <gianmarco.iodice@arm.com> | 2021-07-02 15:56:45 +0000 |
| commit | 8155c0253c00aa9e26651361460c66feb39829a6 (patch) | |
| tree | 41dacc432d4d1f1daa32d20d15e5120c11b9fa56 /arm_compute/core/CL | |
| parent | 2eb5d16b839cbc28c6cb7f0de7a0bf15290b425a (diff) | |
| download | ComputeLibrary-8155c0253c00aa9e26651361460c66feb39829a6.tar.gz | |
Rework OpenCL Depthwise Convolution
- Remove dedicated kernels for NCHW. Now we only use NHWC with permute
- Remove specialized kernels for 3x3 NHWC
- Simplify CLDepthwiseConvolutionLayer.cpp to call just the native
implementation for both floating-point and quantized data types
- Develop two parametric opencl kernels for depthwise convolution layer NHWC
(floating-point and quantized)
- Add support to export the weights to cl_image
- Extend test for depthwise convolution on opencl
Resolves COMPMID-4417
Change-Id: Ibe533f79c2860f9cac8e921895d5a8f947753a5c
Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/5893
Reviewed-by: Giorgio Arena <giorgio.arena@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'arm_compute/core/CL')
| -rw-r--r-- | arm_compute/core/CL/CLHelpers.h | 8 |
1 files changed, 8 insertions, 0 deletions
diff --git a/arm_compute/core/CL/CLHelpers.h b/arm_compute/core/CL/CLHelpers.h index a9ac6a5933..180211c558 100644 --- a/arm_compute/core/CL/CLHelpers.h +++ b/arm_compute/core/CL/CLHelpers.h @@ -236,5 +236,13 @@ bool get_wbsm_support_info(const cl::Device &device); */ void set_wbsm(cl::Kernel &kernel, cl_int wbsm_hint); +/* Helper function to check if we can export the weights to cl_image + * + * @param[in] tensor Weights tensor + * + * @return true if we can export the weights to cl_image + */ +bool export_weights_to_cl_image(const ITensorInfo *tensor); + } // namespace arm_compute #endif /* ARM_COMPUTE_CLHELPERS_H */ |