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| <div class="title">dnnl_eltwise_desc_t Struct Reference<div class="ingroups"><a class="el" href="group__dnnl__api.html">Dnnl_api</a> » <a class="el" href="group__dnnl__api__primitives.html">Dnnl_api_primitives</a> » <a class="el" href="group__dnnl__api__eltwise.html">Dnnl_api_eltwise</a></div></div> </div> |
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| <p>A descriptor of a element-wise operation. |
| <a href="structdnnl__eltwise__desc__t.html#details">More...</a></p> |
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| <p><code>#include <<a class="el" href="oneapi_2dnnl_2dnnl__types_8h_source.html">dnnl_types.h</a>></code></p> |
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| Public Attributes</h2></td></tr> |
| <tr class="memitem:aa55089b9c9c29b1582bbd77cc4e8caf8"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__dnnl__api__primitives__common.html#ga9878f4795e53ad8443e5c0a29e53286a">dnnl_primitive_kind_t</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structdnnl__eltwise__desc__t.html#aa55089b9c9c29b1582bbd77cc4e8caf8">primitive_kind</a></td></tr> |
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| <tr class="memitem:ae5d386bea1a4c651880ab304a7044fe4"><td class="memItemLeft" align="right" valign="top"><a class="el" href="group__dnnl__api__primitives__common.html#ga96946c805f6c4922c38c37049ab95d23">dnnl_alg_kind_t</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="structdnnl__eltwise__desc__t.html#ae5d386bea1a4c651880ab304a7044fe4">alg_kind</a></td></tr> |
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| <tr class="memdesc:a7638c60c3d134422173640a2f964833e"><td class="mdescLeft"> </td><td class="mdescRight">Source and destination memory descriptor. <a href="#a7638c60c3d134422173640a2f964833e">More...</a><br /></td></tr> |
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| <tr class="memdesc:a04054bd18d7c1113a7d0dbd2544ec524"><td class="mdescLeft"> </td><td class="mdescRight">Source and destination gradient memory descriptor. <a href="#a04054bd18d7c1113a7d0dbd2544ec524">More...</a><br /></td></tr> |
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| <tr class="memitem:a10784684fa814edcb365c0a8fecdef59"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="structdnnl__eltwise__desc__t.html#a10784684fa814edcb365c0a8fecdef59">alpha</a></td></tr> |
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| <tr class="memitem:a4c6ad13e2440d6e523dccf1a256dfb5f"><td class="memItemLeft" align="right" valign="top">float </td><td class="memItemRight" valign="bottom"><a class="el" href="structdnnl__eltwise__desc__t.html#a4c6ad13e2440d6e523dccf1a256dfb5f">beta</a></td></tr> |
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| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>A descriptor of a element-wise operation. </p> |
| </div><h2 class="groupheader">Member Data Documentation</h2> |
| <a id="ae5d386bea1a4c651880ab304a7044fe4"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ae5d386bea1a4c651880ab304a7044fe4">◆ </a></span>alg_kind</h2> |
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| <td class="memname"><a class="el" href="group__dnnl__api__primitives__common.html#ga96946c805f6c4922c38c37049ab95d23">dnnl_alg_kind_t</a> dnnl_eltwise_desc_t::alg_kind</td> |
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| <p>The kind of eltwise algorithm. Possible values: <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a5e37643fec6531331e2e38df68d4c65a" title="Eltwise: ReLU. ">dnnl_eltwise_relu</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a81b20d8f0b54c7114024186a9fbb698e" title="Eltwise: hyperbolic tangent non-linearity (tanh) ">dnnl_eltwise_tanh</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a7afda2aa9bac4a229909522235f461b5" title="Eltwise: exponential linear unit (elu) ">dnnl_eltwise_elu</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a4da34cea03ccb7cc2701b2f2023bcc2e" title="Eltwise: square. ">dnnl_eltwise_square</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a2ac04aed39c46f6d6356744d9d12df43" title="Eltwise: abs. ">dnnl_eltwise_abs</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a2152d4664761b356bbceed3d9afe2189" title="Eltwise: square root. ">dnnl_eltwise_sqrt</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23aed5eec69000ddfe6ac96e161b0d723b4" title="Eltwise: linear. ">dnnl_eltwise_linear</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23aed5e7f85cc5d7dfeacefe6a7a5032502" title="Eltwise: bounded_relu. ">dnnl_eltwise_bounded_relu</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a82d95f7071af086d4b1652160d9a972f" title="Eltwise: soft_relu. ">dnnl_eltwise_soft_relu</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23ab560981bee9e7711017423e29ba46071" title="Eltwise: logistic. ">dnnl_eltwise_logistic</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a4859f1326783a273500ef294bb7c7d5c" title="Eltwise: exponent. ">dnnl_eltwise_exp</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a18c14d6904040bff94bce8a43c039c62">dnnl_eltwise_gelu_tanh</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a63447dedf2e45ab535f1365502ff3240" title="Eltwise: swish. ">dnnl_eltwise_swish</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a8ea10785816fd41353b49445852e0b74" title="Eltwise: natural logarithm. ">dnnl_eltwise_log</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a026ef822b5cc28653e0730f8c8c2cf32" title="Eltwise: clip. ">dnnl_eltwise_clip</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a911e6995e534a9f8e6af121bc2aba2d6" title="Eltwise: clip version 2. ">dnnl_eltwise_clip_v2</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23aa1d0f7a69b7dfbfbd817623552558054" title="Eltwise: pow. ">dnnl_eltwise_pow</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a676e7d4e899ab2bbddc72f73a54c7779" title="Eltwise: erf-based gelu. ">dnnl_eltwise_gelu_erf</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23adda28cb0389d39c0c43967352b116d9d" title="Eltwise: round. ">dnnl_eltwise_round</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a0d83b3b9df42473195a58796f7bc8142" title="Eltwise: logsigmoid. ">dnnl_eltwise_logsigmoid</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23ae3b2cacb38f7aa0a115e631caa5d63d5" title="Eltwise: mish. ">dnnl_eltwise_mish</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a9ee6277dfff509e9fde3d5329b8eacd9" title="Eltwise: hardswish. ">dnnl_eltwise_hardswish</a>. Possible values for passing destination memory on backward: <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23aa2fffcdde8480cd08a0d6e4dee7dec53" title="Eltwise: ReLU (dst for backward) ">dnnl_eltwise_relu_use_dst_for_bwd</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a04e559b66a5d43a74a9f1b91da78151c" title="Eltwise: hyperbolic tangent non-linearity (tanh) (dst for backward) ">dnnl_eltwise_tanh_use_dst_for_bwd</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a975aea11dce8571bf1d4b2552c652a27" title="Eltwise: exponential linear unit (elu) (dst for backward) ">dnnl_eltwise_elu_use_dst_for_bwd</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a45b82064ee41f69c5463895c41ec24d0" title="Eltwise: square root (dst for backward) ">dnnl_eltwise_sqrt_use_dst_for_bwd</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23ad224a5a4730407c8b97a10fb53d1fe0f" title="Eltwise: logistic (dst for backward) ">dnnl_eltwise_logistic_use_dst_for_bwd</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23ae7f15ca067ce527eb66a35767d253e81" title="Eltwise: exp (dst for backward) ">dnnl_eltwise_exp_use_dst_for_bwd</a>, <a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a50d7ed64b4ab2a5c4a156291ac7cb98d" title="Eltwise: clip version 2 (dst for backward) ">dnnl_eltwise_clip_v2_use_dst_for_bwd</a>. </p> |
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| <a id="a10784684fa814edcb365c0a8fecdef59"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a10784684fa814edcb365c0a8fecdef59">◆ </a></span>alpha</h2> |
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| <td class="memname">float dnnl_eltwise_desc_t::alpha</td> |
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| </div><div class="memdoc"> |
| <p>Algorithm specific parameter. Accordance table:</p><ul> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a5e37643fec6531331e2e38df68d4c65a" title="Eltwise: ReLU. ">dnnl_eltwise_relu</a>: <code>alpha</code> – negative slope, <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a81b20d8f0b54c7114024186a9fbb698e" title="Eltwise: hyperbolic tangent non-linearity (tanh) ">dnnl_eltwise_tanh</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a7afda2aa9bac4a229909522235f461b5" title="Eltwise: exponential linear unit (elu) ">dnnl_eltwise_elu</a>: <code>alpha</code> – negative slope, <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a4da34cea03ccb7cc2701b2f2023bcc2e" title="Eltwise: square. ">dnnl_eltwise_square</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a2ac04aed39c46f6d6356744d9d12df43" title="Eltwise: abs. ">dnnl_eltwise_abs</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a2152d4664761b356bbceed3d9afe2189" title="Eltwise: square root. ">dnnl_eltwise_sqrt</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23aed5eec69000ddfe6ac96e161b0d723b4" title="Eltwise: linear. ">dnnl_eltwise_linear</a>: <code>alpha</code> – scale, <code>beta</code> – shift</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23aed5e7f85cc5d7dfeacefe6a7a5032502" title="Eltwise: bounded_relu. ">dnnl_eltwise_bounded_relu</a>: <code>alpha</code> – upper bound, <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a82d95f7071af086d4b1652160d9a972f" title="Eltwise: soft_relu. ">dnnl_eltwise_soft_relu</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23ab560981bee9e7711017423e29ba46071" title="Eltwise: logistic. ">dnnl_eltwise_logistic</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a4859f1326783a273500ef294bb7c7d5c" title="Eltwise: exponent. ">dnnl_eltwise_exp</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a18c14d6904040bff94bce8a43c039c62">dnnl_eltwise_gelu_tanh</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a63447dedf2e45ab535f1365502ff3240" title="Eltwise: swish. ">dnnl_eltwise_swish</a>: <code>alpha</code> – sigmoid arg scaling, <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a8ea10785816fd41353b49445852e0b74" title="Eltwise: natural logarithm. ">dnnl_eltwise_log</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a026ef822b5cc28653e0730f8c8c2cf32" title="Eltwise: clip. ">dnnl_eltwise_clip</a>: <code>alpha</code> – lower bound, <code>beta</code> – upper bound</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a911e6995e534a9f8e6af121bc2aba2d6" title="Eltwise: clip version 2. ">dnnl_eltwise_clip_v2</a>: <code>alpha</code> – lower bound, <code>beta</code> – upper bound</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23aa1d0f7a69b7dfbfbd817623552558054" title="Eltwise: pow. ">dnnl_eltwise_pow</a>: <code>alpha</code> – scale, <code>beta</code> – exponent</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a676e7d4e899ab2bbddc72f73a54c7779" title="Eltwise: erf-based gelu. ">dnnl_eltwise_gelu_erf</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23adda28cb0389d39c0c43967352b116d9d" title="Eltwise: round. ">dnnl_eltwise_round</a>: <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a0d83b3b9df42473195a58796f7bc8142" title="Eltwise: logsigmoid. ">dnnl_eltwise_logsigmoid</a> <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23ae3b2cacb38f7aa0a115e631caa5d63d5" title="Eltwise: mish. ">dnnl_eltwise_mish</a> <code>alpha</code> and <code>beta</code> ignored</li> |
| <li><a class="el" href="group__dnnl__api__primitives__common.html#gga96946c805f6c4922c38c37049ab95d23a9ee6277dfff509e9fde3d5329b8eacd9" title="Eltwise: hardswish. ">dnnl_eltwise_hardswish</a> <code>alpha</code> and <code>beta</code> ignored </li> |
| </ul> |
| |
| </div> |
| </div> |
| <a id="a4c6ad13e2440d6e523dccf1a256dfb5f"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a4c6ad13e2440d6e523dccf1a256dfb5f">◆ </a></span>beta</h2> |
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| <div class="memitem"> |
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| <table class="memname"> |
| <tr> |
| <td class="memname">float dnnl_eltwise_desc_t::beta</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
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| </div> |
| </div> |
| <a id="a7638c60c3d134422173640a2f964833e"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a7638c60c3d134422173640a2f964833e">◆ </a></span>data_desc</h2> |
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| <div class="memitem"> |
| <div class="memproto"> |
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| <td class="memname"><a class="el" href="structdnnl__memory__desc__t.html">dnnl_memory_desc_t</a> dnnl_eltwise_desc_t::data_desc</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Source and destination memory descriptor. </p> |
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| </div> |
| </div> |
| <a id="a04054bd18d7c1113a7d0dbd2544ec524"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a04054bd18d7c1113a7d0dbd2544ec524">◆ </a></span>diff_data_desc</h2> |
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| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
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| <td class="memname"><a class="el" href="structdnnl__memory__desc__t.html">dnnl_memory_desc_t</a> dnnl_eltwise_desc_t::diff_data_desc</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
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| <p>Source and destination gradient memory descriptor. </p> |
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| </div> |
| </div> |
| <a id="aa55089b9c9c29b1582bbd77cc4e8caf8"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#aa55089b9c9c29b1582bbd77cc4e8caf8">◆ </a></span>primitive_kind</h2> |
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| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
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| <td class="memname"><a class="el" href="group__dnnl__api__primitives__common.html#ga9878f4795e53ad8443e5c0a29e53286a">dnnl_primitive_kind_t</a> dnnl_eltwise_desc_t::primitive_kind</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>The kind of primitive. Used for self-identifying the primitive descriptor. Must be <a class="el" href="group__dnnl__api__primitives__common.html#gga9878f4795e53ad8443e5c0a29e53286aa9d7e709dd7e25d7ff11cf51c13fa2819" title="An element-wise primitive. ">dnnl_eltwise</a>. </p> |
| |
| </div> |
| </div> |
| <a id="ad01dd86738e3d04720716a962c3dd05f"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#ad01dd86738e3d04720716a962c3dd05f">◆ </a></span>prop_kind</h2> |
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| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
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| <td class="memname"><a class="el" href="group__dnnl__api__primitives__common.html#gae3c1f22ae55645782923fbfd8b07d0c4">dnnl_prop_kind_t</a> dnnl_eltwise_desc_t::prop_kind</td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| <p>The kind of propagation. Possible values: <a class="el" href="group__dnnl__api__primitives__common.html#ggae3c1f22ae55645782923fbfd8b07d0c4a992e03bebfe623ac876b3636333bbce0">dnnl_forward_training</a>, <a class="el" href="group__dnnl__api__primitives__common.html#ggae3c1f22ae55645782923fbfd8b07d0c4a2f77a568a675dec649eb0450c997856d">dnnl_forward_inference</a>, <a class="el" href="group__dnnl__api__primitives__common.html#ggae3c1f22ae55645782923fbfd8b07d0c4a326a5e31769302972e7bded555e1cc10" title="Backward propagation (with respect to all parameters). ">dnnl_backward</a>, and <a class="el" href="group__dnnl__api__primitives__common.html#ggae3c1f22ae55645782923fbfd8b07d0c4a524dd6cb2ed9680bbd170ba15261d218" title="Backward data propagation. ">dnnl_backward_data</a>. </p> |
| |
| </div> |
| </div> |
| <hr/>The documentation for this struct was generated from the following file:<ul> |
| <li>/work/mxnet/include/mkldnn/oneapi/dnnl/<a class="el" href="oneapi_2dnnl_2dnnl__types_8h_source.html">dnnl_types.h</a></li> |
| </ul> |
| </div><!-- contents --> |
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| </a> 1.8.13 |
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