#include "megdnn/oprs.h" #include "src/common/utils.h" namespace megdnn { void ROIPoolingBase::check_layout_fwd( const TensorLayout& src, const TensorLayout& rois, const TensorLayout& dst, const TensorLayout& index) { // all should be contiguous megdnn_assert_contiguous(src); megdnn_assert_contiguous(rois); megdnn_assert_contiguous(dst); megdnn_assert_contiguous(index); auto errmsg = [&]() { return megdnn_layout_msg(src) + ", " + megdnn_layout_msg(rois) + ", " + megdnn_layout_msg(dst) + ", " + megdnn_layout_msg(index); }; MEGDNN_MARK_USED_VAR(errmsg); // src megdnn_assert(src.ndim == 4_z, "%s", errmsg().c_str()); auto C = src.shape[1]; // rois megdnn_assert(rois.ndim == 2_z, "%s", errmsg().c_str()); auto M = rois.shape[0]; megdnn_assert(rois[1] == 5_z, "%s", errmsg().c_str()); // dst megdnn_assert(dst[0] == M, "%s", errmsg().c_str()); megdnn_assert(dst[1] == C, "%s", errmsg().c_str()); // index megdnn_assert_eq_shape(index, dst); megdnn_assert(src.dtype.category() == DTypeCategory::FLOAT); megdnn_assert(rois.dtype.category() == DTypeCategory::FLOAT); megdnn_assert(dst.dtype.category() == DTypeCategory::FLOAT); megdnn_assert(index.dtype == dtype::Int32()); } void ROIPoolingForward::check_exec( const TensorLayout& src, const TensorLayout& rois, const TensorLayout& dst, const TensorLayout& index, size_t workspace_in_bytes) { check_layout_fwd(src, rois, dst, index); auto required_workspace_in_bytes = get_workspace_in_bytes(src, rois, dst, index); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } void ROIPoolingBackward::check_exec( const TensorLayout& diff, const TensorLayout& src, const TensorLayout& rois, const TensorLayout& index, const TensorLayout& grad, size_t workspace_in_bytes) { check_layout_fwd(src, rois, diff, index); megdnn_assert_eq_layout(src, grad); auto required_workspace_in_bytes = get_workspace_in_bytes(diff, src, rois, index, grad); megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes); } } // namespace megdnn // vim: syntax=cpp.doxygen