Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)
0.21.0
Performance library for Deep Learning
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Memory primitive that describes the data. More...
#include <mkldnn.hpp>
Classes | |
struct | desc |
A memory descriptor. More... | |
struct | primitive_desc |
A memory primitive descriptor. More... | |
Public Types | |
enum | data_type { data_undef = mkldnn_data_type_undef, f32 = mkldnn_f32, s32 = mkldnn_s32, bf16 = mkldnn_bf16, s16 = mkldnn_s16, s8 = mkldnn_s8, u8 = mkldnn_u8 } |
Data type specification. See mkldnn_data_type_t for a detailed description. More... | |
enum | format { format_undef = mkldnn_format_undef, any = mkldnn_any, blocked = mkldnn_blocked, x = mkldnn_x, nc = mkldnn_nc, ncw = mkldnn_ncw, nwc = mkldnn_nwc, nCw16c = mkldnn_nCw16c, nchw = mkldnn_nchw, nhwc = mkldnn_nhwc, chwn = mkldnn_chwn, nCw4c = mkldnn_nCw4c, nCw8c = mkldnn_nCw8c, nChw4c = mkldnn_nChw4c, nChw8c = mkldnn_nChw8c, nChw16c = mkldnn_nChw16c, ncdhw = mkldnn_ncdhw, ndhwc = mkldnn_ndhwc, nCdhw4c = mkldnn_nCdhw4c, nCdhw8c = mkldnn_nCdhw8c, nCdhw16c = mkldnn_nCdhw16c, oi = mkldnn_oi, io = mkldnn_io, oiw = mkldnn_oiw, wio = mkldnn_wio, Owi4o = mkldnn_Owi4o, OIw4i4o = mkldnn_OIw4i4o, Owi8o = mkldnn_Owi8o, OIw8o8i = mkldnn_OIw8o8i, OIw8i8o = mkldnn_OIw8i8o, OIw16i16o = mkldnn_OIw16i16o, OIw16o16i = mkldnn_OIw16o16i, Oiw4o = mkldnn_Oiw4o, Oiw16o = mkldnn_Oiw16o, Owi16o = mkldnn_Owi16o, OIw8i16o2i = mkldnn_OIw8i16o2i, OIw8o16i2o = mkldnn_OIw8o16i2o, IOw8o16i2o = mkldnn_IOw8o16i2o, IOw16o16i = mkldnn_IOw16o16i, OIw4i16o4i = mkldnn_OIw4i16o4i, OIw4i16o4i_s8s8 = mkldnn_OIw4i16o4i_s8s8, oihw = mkldnn_oihw, ihwo = mkldnn_ihwo, hwio = mkldnn_hwio, iohw = mkldnn_iohw, hwio_s8s8 = mkldnn_hwio_s8s8, dhwio = mkldnn_dhwio, oidhw = mkldnn_oidhw, OIdhw4i4o = mkldnn_OIdhw4i4o, Odhwi4o = mkldnn_Odhwi4o, OIdhw8i8o = mkldnn_OIdhw8i8o, OIdhw8o8i = mkldnn_OIdhw8o8i, Odhwi8o = mkldnn_Odhwi8o, OIdhw16i16o = mkldnn_OIdhw16i16o, OIdhw16o16i = mkldnn_OIdhw16o16i, Oidhw4o = mkldnn_Oidhw4o, Oidhw16o = mkldnn_Oidhw16o, Odhwi16o = mkldnn_Odhwi16o, oIhw8i = mkldnn_oIhw8i, oIhw16i = mkldnn_oIhw16i, oIdhw8i = mkldnn_oIdhw8i, oIdhw16i = mkldnn_oIdhw16i, OIhw4i4o = mkldnn_OIhw4i4o, OIhw8i8o = mkldnn_OIhw8i8o, OIhw16i16o = mkldnn_OIhw16i16o, OIhw8o8i = mkldnn_OIhw8o8i, OIhw16o16i = mkldnn_OIhw16o16i, IOhw16o16i = mkldnn_IOhw16o16i, OIhw8i16o2i = mkldnn_OIhw8i16o2i, IOhw8i16o2i = mkldnn_IOhw8i16o2i, OIhw8o16i2o = mkldnn_OIhw8o16i2o, IOhw8o16i2o = mkldnn_IOhw8o16i2o, OIdhw8i16o2i = mkldnn_OIdhw8i16o2i, OIdhw8o16i2o = mkldnn_OIdhw8o16i2o, IOdhw8o16i2o = mkldnn_IOdhw8o16i2o, OIhw4i16o4i = mkldnn_OIhw4i16o4i, OIhw4i16o4i_s8s8 = mkldnn_OIhw4i16o4i_s8s8, Oihw8o = mkldnn_Oihw8o, Oihw4o = mkldnn_Oihw4o, Oihw16o = mkldnn_Oihw16o, Ohwi8o = mkldnn_Ohwi8o, Ohwi4o = mkldnn_Ohwi4o, Ohwi16o = mkldnn_Ohwi16o, OhIw16o4i = mkldnn_OhIw16o4i, goiw = mkldnn_goiw, gOwi4o = mkldnn_gOwi4o, gOIw4i4o = mkldnn_gOIw4i4o, gOwi8o = mkldnn_gOwi8o, gOIw8o8i = mkldnn_gOIw8o8i, gOIw8i8o = mkldnn_gOIw8i8o, gOIw16i16o = mkldnn_gOIw16i16o, gOIw16o16i = mkldnn_gOIw16o16i, gOiw4o = mkldnn_gOiw4o, gOiw16o = mkldnn_gOiw16o, gOwi16o = mkldnn_gOwi16o, gIOw16o16i = mkldnn_gIOw16o16i, gOIw8i16o2i = mkldnn_gOIw8i16o2i, gOIw8o16i2o = mkldnn_gOIw8o16i2o, gIOw8o16i2o = mkldnn_gIOw8o16i2o, gOIw4i16o4i = mkldnn_gOIw4i16o4i, gOIw4i16o4i_s8s8 = mkldnn_gOIw4i16o4i_s8s8, goihw = mkldnn_goihw, hwigo = mkldnn_hwigo, giohw = mkldnn_giohw, hwigo_s8s8 = mkldnn_hwigo_s8s8, gOIdhw4i4o = mkldnn_gOIdhw4i4o, gOdhwi4o = mkldnn_gOdhwi4o, gOIdhw8i8o = mkldnn_gOIdhw8i8o, gOIdhw8o8i = mkldnn_gOIdhw8o8i, gOdhwi8o = mkldnn_gOdhwi8o, gOIhw4i4o = mkldnn_gOIhw4i4o, gOIhw8i8o = mkldnn_gOIhw8i8o, gOIhw16i16o = mkldnn_gOIhw16i16o, gOIhw8i16o2i = mkldnn_gOIhw8i16o2i, gIOhw8i16o2i = mkldnn_gIOhw8i16o2i, gOIhw8o16i2o = mkldnn_gOIhw8o16i2o, gIOhw8o16i2o = mkldnn_gIOhw8o16i2o, gOIdhw8i16o2i = mkldnn_gOIdhw8i16o2i, gOIdhw8o16i2o = mkldnn_gOIdhw8o16i2o, gIOdhw8o16i2o = mkldnn_gIOdhw8o16i2o, gOIhw4i16o4i = mkldnn_gOIhw4i16o4i, gOIhw4i16o4i_s8s8 = mkldnn_gOIhw4i16o4i_s8s8, gOIhw2i8o4i = mkldnn_gOIhw2i8o4i, gOIhw2i8o4i_s8s8 = mkldnn_gOIhw2i8o4i_s8s8, gOihw8o = mkldnn_gOihw8o, gOihw4o = mkldnn_gOihw4o, gOihw16o = mkldnn_gOihw16o, gOhwi4o = mkldnn_gOhwi4o, gOhwi8o = mkldnn_gOhwi8o, gOhwi16o = mkldnn_gOhwi16o, Goihw8g = mkldnn_Goihw8g, Goiw16g = mkldnn_Goiw16g, Goiw16g_s8s8 = mkldnn_Goiw16g_s8s8, Goihw16g = mkldnn_Goihw16g, Goihw16g_s8s8 = mkldnn_Goihw16g_s8s8, gOIhw4o4i = mkldnn_gOIhw4o4i, gOIhw4o4i_s8s8 = mkldnn_gOIhw4o4i_s8s8, gOIhw8o8i = mkldnn_gOIhw8o8i, gOIhw16o16i = mkldnn_gOIhw16o16i, gIOhw16o16i = mkldnn_gIOhw16o16i, gOhIw16o4i = mkldnn_gOhIw16o4i, goidhw = mkldnn_goidhw, gOIdhw16i16o = mkldnn_gOIdhw16i16o, gOIdhw16o16i = mkldnn_gOIdhw16o16i, gOidhw4o = mkldnn_gOidhw4o, gOidhw16o = mkldnn_gOidhw16o, gOdhwi16o = mkldnn_gOdhwi16o, ntc = mkldnn_ntc, tnc = mkldnn_tnc, ldsnc = mkldnn_ldsnc, ldigo = mkldnn_ldigo, ldgoi = mkldnn_ldgoi, ldgo = mkldnn_ldgo, rnn_packed = mkldnn_rnn_packed, wino_fmt = mkldnn_wino_fmt, format_last = mkldnn_format_last } |
Memory format specification. See mkldnn_memory_format_t for a detailed description. More... | |
typedef std::vector< std::remove_extent< mkldnn_dims_t >::type > | dims |
Public Types inherited from mkldnn::primitive | |
enum | kind { kind::undefined_primitive = mkldnn_undefined_primitive, kind::memory = mkldnn_memory, kind::view = mkldnn_view, kind::reorder = mkldnn_reorder, kind::concat = mkldnn_concat, kind::concat_inplace = mkldnn_concat_inplace, kind::sum = mkldnn_sum, kind::convolution = mkldnn_convolution, kind::deconvolution = mkldnn_deconvolution, kind::shuffle = mkldnn_shuffle, kind::eltwise = mkldnn_eltwise, kind::softmax = mkldnn_softmax, kind::pooling = mkldnn_pooling, kind::lrn = mkldnn_lrn, kind::batch_normalization = mkldnn_batch_normalization, kind::inner_product = mkldnn_inner_product, kind::rnn = mkldnn_rnn } |
A proxy to C primitive kind enum. More... | |
Public Member Functions | |
memory (const primitive &aprimitive) | |
Constructs a memory primitive from a generic primitive. More... | |
memory (const primitive_desc &adesc) | |
Constructs a memory primitive. More... | |
memory (const primitive_desc &adesc, void *ahandle) | |
primitive_desc | get_primitive_desc () const |
Returns the descriptor of the memory primitive. More... | |
void * | get_data_handle () const |
Returns a handle of the data contained in the memory primitive. On the CPU engine, this is a pointer to the allocated memory. More... | |
void | set_data_handle (void *handle) const |
Public Member Functions inherited from mkldnn::primitive | |
const_mkldnn_primitive_desc_t | get_primitive_desc () const |
Returns the descriptor of the underlying C API primitive. More... | |
Public Member Functions inherited from mkldnn::handle< mkldnn_primitive_t > | |
handle (mkldnn_primitive_t t=0, bool weak=false) | |
Constructs a C handle wrapper. More... | |
handle (const handle &other) | |
handle & | operator= (const handle &other) |
bool | operator== (const handle &other) const |
bool | operator!= (const handle &other) const |
void | reset (mkldnn_primitive_t t, bool weak=false) |
Resets the value of a C handle. More... | |
mkldnn_primitive_t | get () const |
Returns the value of the underlying C handle. More... | |
Static Public Member Functions | |
template<typename T > | |
static void | validate_dims (std::vector< T > v) |
static mkldnn_data_type_t | convert_to_c (data_type adata_type) |
static mkldnn_memory_format_t | convert_to_c (format aformat) |
Additional Inherited Members | |
Protected Member Functions inherited from mkldnn::handle< mkldnn_primitive_t > | |
bool | operator== (const mkldnn_primitive_t other) const |
bool | operator!= (const mkldnn_primitive_t other) const |
Memory primitive that describes the data.
typedef std::vector<std::remove_extent<mkldnn_dims_t>::type> mkldnn::memory::dims |
Data type specification. See mkldnn_data_type_t for a detailed description.
Enumerator | |
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data_undef | |
f32 | |
s32 | |
bf16 | |
s16 | |
s8 | |
u8 |
Memory format specification. See mkldnn_memory_format_t for a detailed description.
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Constructs a memory primitive from a generic primitive.
aprimitive | The primitive to treat as memory. |
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Constructs a memory primitive.
adesc | Memory primitive descriptor. |
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inlinestatic |
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Returns the descriptor of the memory primitive.
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Returns a handle of the data contained in the memory primitive. On the CPU engine, this is a pointer to the allocated memory.
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inlinestatic |
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inlinestatic |