diff options
Diffstat (limited to 'src/runtime/NEON/functions/NELocallyConnectedLayer.cpp')
-rw-r--r-- | src/runtime/NEON/functions/NELocallyConnectedLayer.cpp | 13 |
1 files changed, 11 insertions, 2 deletions
diff --git a/src/runtime/NEON/functions/NELocallyConnectedLayer.cpp b/src/runtime/NEON/functions/NELocallyConnectedLayer.cpp index e7c71e04d1..cb48598921 100644 --- a/src/runtime/NEON/functions/NELocallyConnectedLayer.cpp +++ b/src/runtime/NEON/functions/NELocallyConnectedLayer.cpp @@ -33,8 +33,9 @@ using namespace arm_compute; -NELocallyConnectedLayer::NELocallyConnectedLayer() - : _input_im2col_kernel(), _weights_reshape_kernel(), _mm_kernel(), _output_col2im_kernel(), _input_im2col_reshaped(), _weights_reshaped(), _gemm_output(), _is_first_run(false) +NELocallyConnectedLayer::NELocallyConnectedLayer(std::shared_ptr<IMemoryManager> memory_manager) + : _memory_group(std::move(memory_manager)), _input_im2col_kernel(), _weights_reshape_kernel(), _mm_kernel(), _output_col2im_kernel(), _input_im2col_reshaped(), _weights_reshaped(), _gemm_output(), + _is_first_run(false) { } @@ -102,6 +103,10 @@ void NELocallyConnectedLayer::configure(const ITensor *input, const ITensor *wei shape_gemm.set(1, mat_input_rows); _gemm_output.allocator()->init(TensorInfo(shape_gemm, 1, input->info()->data_type())); + // Manage intermediate buffers + _memory_group.manage(&_input_im2col_reshaped); + _memory_group.manage(&_gemm_output); + // Configure kernels _input_im2col_kernel.configure(input, &_input_im2col_reshaped, Size2D(kernel_width, kernel_height), conv_info, _has_bias); _weights_reshape_kernel.configure(weights, biases, &_weights_reshaped); @@ -123,6 +128,8 @@ void NELocallyConnectedLayer::run() NEScheduler::get().schedule(&_weights_reshape_kernel, 3); } + _memory_group.acquire(); + // Run input reshaping NEScheduler::get().schedule(&_input_im2col_kernel, Window::DimY); @@ -131,4 +138,6 @@ void NELocallyConnectedLayer::run() // Reshape output matrix NEScheduler::get().schedule(&_output_col2im_kernel, Window::DimY); + + _memory_group.release(); } |