struct dnnl_pooling_desc_t¶
Overview¶
A descriptor of a pooling operation. More…
#include <dnnl_types.h> struct dnnl_pooling_desc_t { // fields dnnl_primitive_kind_t primitive_kind; dnnl_prop_kind_t prop_kind; dnnl_alg_kind_t alg_kind; dnnl_memory_desc_t src_desc; dnnl_memory_desc_t diff_src_desc; dnnl_memory_desc_t dst_desc; dnnl_memory_desc_t diff_dst_desc; dnnl_dims_t strides; dnnl_dims_t kernel; dnnl_dims_t padding[2]; dnnl_data_type_t accum_data_type; };
Detailed Documentation¶
A descriptor of a pooling operation.
Fields¶
dnnl_primitive_kind_t primitive_kind
The kind of primitive.
Used for self-identifying the primitive descriptor. Must be dnnl_pooling.
dnnl_prop_kind_t prop_kind
The kind of propagation.
Possible values: dnnl_forward_training, dnnl_forward_inference, dnnl_backward, and dnnl_backward_data.
dnnl_alg_kind_t alg_kind
The kind of pooling algorithm.
Possible values: dnnl_pooling_max, dnnl_pooling_avg_include_padding, and dnnl_pooling_avg_exclude_padding.
dnnl_memory_desc_t src_desc
Source memory descriptor.
dnnl_memory_desc_t diff_src_desc
Source gradient memory descriptor.
dnnl_memory_desc_t dst_desc
Destination memory descriptor.
dnnl_memory_desc_t diff_dst_desc
Destination gradient memory descriptor.
dnnl_dims_t strides
Pooling kernel strides for spatial dimensions.
dnnl_dims_t kernel
Pooling kernel spatial dimensions.
dnnl_dims_t padding[2]
Padding in each spatial dimension.
padding[0] is a padding in the beginning (padding_l), padding[1] is a padding in the end (padding_r).
dnnl_data_type_t accum_data_type
The accumulator data type. Initialized automatically.