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Diffstat (limited to 'src/clblast_cuda.cpp')
-rw-r--r-- | src/clblast_cuda.cpp | 38 |
1 files changed, 38 insertions, 0 deletions
diff --git a/src/clblast_cuda.cpp b/src/clblast_cuda.cpp index f14806cb..03d995ba 100644 --- a/src/clblast_cuda.cpp +++ b/src/clblast_cuda.cpp @@ -2350,6 +2350,44 @@ template StatusCode PUBLIC_API Im2col<half>(const size_t, const size_t, const si CUdeviceptr, const size_t, const CUcontext, const CUdevice); +// Col2im function (non-BLAS function): SCOL2IM/DCOL2IM/CCOL2IM/ZCOL2IM/HCOL2IM +template <typename T> +StatusCode Col2im(const size_t channels, const size_t height, const size_t width, const size_t kernel_h, const size_t kernel_w, const size_t pad_h, const size_t pad_w, const size_t stride_h, const size_t stride_w, const size_t dilation_h, const size_t dilation_w, + const CUdeviceptr col_buffer, const size_t col_offset, + CUdeviceptr im_buffer, const size_t im_offset, + const CUcontext context, const CUdevice device) { + try { + const auto context_cpp = Context(context); + const auto device_cpp = Device(device); + auto queue_cpp = Queue(context_cpp, device_cpp); + auto routine = Xcol2im<T>(queue_cpp, nullptr); + routine.DoCol2im(channels, height, width, kernel_h, kernel_w, pad_h, pad_w, stride_h, stride_w, dilation_h, dilation_w, + Buffer<T>(col_buffer), col_offset, + Buffer<T>(im_buffer), im_offset); + return StatusCode::kSuccess; + } catch (...) { return DispatchException(); } +} +template StatusCode PUBLIC_API Col2im<float>(const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, + const CUdeviceptr, const size_t, + CUdeviceptr, const size_t, + const CUcontext, const CUdevice); +template StatusCode PUBLIC_API Col2im<double>(const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, + const CUdeviceptr, const size_t, + CUdeviceptr, const size_t, + const CUcontext, const CUdevice); +template StatusCode PUBLIC_API Col2im<float2>(const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, + const CUdeviceptr, const size_t, + CUdeviceptr, const size_t, + const CUcontext, const CUdevice); +template StatusCode PUBLIC_API Col2im<double2>(const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, + const CUdeviceptr, const size_t, + CUdeviceptr, const size_t, + const CUcontext, const CUdevice); +template StatusCode PUBLIC_API Col2im<half>(const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, const size_t, + const CUdeviceptr, const size_t, + CUdeviceptr, const size_t, + const CUcontext, const CUdevice); + // Batched convolution as GEMM (non-BLAS function): SCONVGEMM/DCONVGEMM/HCONVGEMM template <typename T> StatusCode Convgemm(const size_t channels, const size_t height, const size_t width, const size_t kernel_h, const size_t kernel_w, const size_t pad_h, const size_t pad_w, const size_t stride_h, const size_t stride_w, const size_t dilation_h, const size_t dilation_w, const size_t num_kernels, const size_t batch_count, |