DNNL namespace. More...
Classes | |
| struct | batch_normalization_backward |
| Batch normalization backward propagation primitive. More... | |
| struct | batch_normalization_forward |
| Batch normalization forward propagation primitive. More... | |
| struct | binary |
| Elementwise binary operator primitive. More... | |
| struct | concat |
| Tensor concatenation (concat) primitive. More... | |
| struct | convolution_backward_data |
| Convolution backward propagation primitive. More... | |
| struct | convolution_backward_weights |
| Convolution weights gradient primitive. More... | |
| struct | convolution_forward |
| Convolution forward propagation primitive. More... | |
| struct | deconvolution_backward_data |
| Deconvolution backward propagation primitive. More... | |
| struct | deconvolution_backward_weights |
| Deconvolution weights gradient primitive. More... | |
| struct | deconvolution_forward |
| Deconvolution forward propagation primitive. More... | |
| struct | eltwise_backward |
| Elementwise unary operation backward propagation primitive. More... | |
| struct | eltwise_forward |
| Elementwise unary operation forward propagation primitive. More... | |
| struct | engine |
| An execution engine. More... | |
| struct | error |
| DNNL exception class. More... | |
| struct | gru_backward |
| GRU backward propagation primitive. More... | |
| struct | gru_forward |
| GRU forward propagation primitive. More... | |
| struct | handle |
| DNNL C API handle wrapper class. More... | |
| struct | handle_traits |
| A class that provides the destructor for a DNNL C API handle. More... | |
| struct | inner_product_backward_data |
| Inner product backward propagation primitive. More... | |
| struct | inner_product_backward_weights |
| Inner product weights gradient primitive. More... | |
| struct | inner_product_forward |
| Inner product forward propagation primitive. More... | |
| struct | layer_normalization_backward |
| Layer normalization backward propagation primitive. More... | |
| struct | layer_normalization_forward |
| Layer normalization forward propagation primitive. More... | |
| struct | lbr_gru_backward |
| LBR GRU backward propagation primitive. More... | |
| struct | lbr_gru_forward |
| LBR GRU forward propagation primitive. More... | |
| struct | logsoftmax_backward |
| Logsoftmax backward propagation primitive. More... | |
| struct | logsoftmax_forward |
| Logsoftmax forward propagation primitive. More... | |
| struct | lrn_backward |
| Local response normalization (LRN) backward propagation primitive. More... | |
| struct | lrn_forward |
| Local response normalization (LRN) forward propagation primitive. More... | |
| struct | lstm_backward |
| LSTM backward propagation primitive. More... | |
| struct | lstm_forward |
| LSTM forward propagation primitive. More... | |
| struct | matmul |
| Matrix multiplication (matmul) primitive. More... | |
| struct | memory |
| Memory object. More... | |
| struct | pooling_backward |
| Pooling backward propagation primitive. More... | |
| struct | pooling_forward |
| Pooling forward propagation primitive. More... | |
| struct | post_ops |
| Post-ops. More... | |
| struct | primitive |
| Base class for all computational primitives. More... | |
| struct | primitive_attr |
| Primitive attributes. More... | |
| struct | primitive_desc |
| A base class for descriptors of all primitives that have an operation descriptor and that support iteration over multiple implementations. More... | |
| struct | primitive_desc_base |
| Base class for all primitive descriptors. More... | |
| struct | reorder |
| Reorder primitive. More... | |
| struct | resampling_backward |
| Resampling backward propagation primitive. More... | |
| struct | resampling_forward |
| Resampling forward propagation. More... | |
| struct | rnn_primitive_desc_base |
| Base class for primitive descriptors for RNN primitives. More... | |
| struct | shuffle_backward |
| Shuffle backward propagation primitive. More... | |
| struct | shuffle_forward |
| Shuffle forward propagation primitive. More... | |
| struct | softmax_backward |
| Softmax backward propagation primitive. More... | |
| struct | softmax_forward |
| Softmax forward propagation primitive. More... | |
| struct | stream |
| An execution stream. More... | |
| struct | sum |
| Out-of-place summation (sum) primitive. More... | |
| struct | vanilla_rnn_backward |
| Vanilla RNN backward propagation primitive. More... | |
| struct | vanilla_rnn_forward |
| Vanilla RNN forward propagation primitive. More... | |
Typedefs | |
| using | version_t = dnnl_version_t |
| Structure containing version information as per Semantic Versioning More... | |
Enumerations | |
| enum | scratchpad_mode |
| Scratchpad mode. More... | |
| enum | prop_kind |
| Propagation kind. More... | |
| enum | algorithm |
| Kinds of algorithms. More... | |
| enum | normalization_flags : unsigned |
| Flags for normalization primitives. More... | |
| enum | rnn_flags : unsigned |
| RNN cell flags. More... | |
| enum | rnn_direction |
| A direction of RNN primitive execution. More... | |
| enum | query |
| Primitive descriptor query specification. More... | |
| enum | status |
| Status values returned by the library functions. More... | |
| enum | cpu_isa |
| CPU instruction set flags. More... | |
Functions | |
| dnnl_primitive_kind_t | convert_to_c (primitive::kind kind) |
| Converts primitive kind enum value from C++ API to C API type. More... | |
| dnnl_scratchpad_mode_t | convert_to_c (scratchpad_mode mode) |
| Converts a scratchpad mode enum value from C++ API to C API type. More... | |
| dnnl_prop_kind_t | convert_to_c (prop_kind kind) |
| Converts propagation kind enum value from C++ API to C API type. More... | |
| dnnl_alg_kind_t | convert_to_c (algorithm algorithm) |
| Converts algorithm kind enum value from C++ API to C API type. More... | |
| dnnl_normalization_flags_t | convert_to_c (normalization_flags flags) |
| Converts normalization flags enum value from C++ API to C API type. More... | |
| dnnl_rnn_flags_t | convert_to_c (rnn_flags flags) |
| Converts RNN cell flags enum value from C++ API to C API type. More... | |
| dnnl_rnn_direction_t | convert_to_c (rnn_direction dir) |
| Converts RNN direction enum value from C++ API to C API type. More... | |
| dnnl_query_t | convert_to_c (query query) |
| Converts query enum value from C++ API to C API type. More... | |
| status | set_verbose (int level) |
| Configures verbose output to stdout. More... | |
| const version_t * | version () |
| Returns library version information. More... | |
| status | set_jit_dump (int enable) |
| Configures dumping of JIT-generated code. More... | |
| status | set_jit_profiling_flags (unsigned flags) |
| Sets library profiling flags. More... | |
| status | set_jit_profiling_jitdumpdir (const std::string &dir) |
| Sets JIT dump output path. More... | |
| status | set_max_cpu_isa (cpu_isa isa) |
| Sets the maximal ISA DNNL can dispatch to on the CPU. More... | |
| status | sgemm (char transa, char transb, dnnl_dim_t M, dnnl_dim_t N, dnnl_dim_t K, float alpha, const float *A, dnnl_dim_t lda, const float *B, dnnl_dim_t ldb, float beta, float *C, dnnl_dim_t ldc) |
| Performs single-precision matrix-matrix multiply. More... | |
| status | gemm_u8s8s32 (char transa, char transb, char offsetc, dnnl_dim_t M, dnnl_dim_t N, dnnl_dim_t K, float alpha, const uint8_t *A, dnnl_dim_t lda, uint8_t ao, const int8_t *B, dnnl_dim_t ldb, int8_t bo, float beta, int32_t *C, dnnl_dim_t ldc, const int32_t *co) |
| Performs integer matrix-matrix multiply on 8-bit unsigned matrix A, 8-bit signed matrix B, and 32-bit signed resulting matrix C. More... | |
| status | gemm_s8s8s32 (char transa, char transb, char offsetc, dnnl_dim_t M, dnnl_dim_t N, dnnl_dim_t K, float alpha, const int8_t *A, dnnl_dim_t lda, int8_t ao, const int8_t *B, dnnl_dim_t ldb, int8_t bo, float beta, int32_t *C, dnnl_dim_t ldc, const int32_t *co) |
| Performs integer matrix-matrix multiply on 8-bit signed matrix A, 8-bit signed matrix B, and 32-bit signed resulting matrix C. More... | |
DNNL namespace.