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| <li class="navelem"><a class="el" href="namespacesinga.html">singa</a></li><li class="navelem"><a class="el" href="classsinga_1_1Device.html">Device</a></li> </ul> |
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| <a href="#pub-methods">Public Member Functions</a> | |
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| <div class="title">singa::Device Class Reference<span class="mlabels"><span class="mlabel">abstract</span></span></div> </div> |
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| |
| <p>Allocate memory and execute <a class="el" href="classsinga_1_1Tensor.html" title="A Tensor instance is a multi-dimensional array resident on a Device (default device is the host CPU)...">Tensor</a> operations. |
| <a href="classsinga_1_1Device.html#details">More...</a></p> |
| |
| <p><code>#include <<a class="el" href="device_8h_source.html">device.h</a>></code></p> |
| <div class="dynheader"> |
| Inheritance diagram for singa::Device:</div> |
| <div class="dyncontent"> |
| <div class="center"><img src="classsinga_1_1Device__inherit__graph.png" border="0" usemap="#singa_1_1Device_inherit__map" alt="Inheritance graph"/></div> |
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| Collaboration diagram for singa::Device:</div> |
| <div class="dyncontent"> |
| <div class="center"><img src="classsinga_1_1Device__coll__graph.png" border="0" usemap="#singa_1_1Device_coll__map" alt="Collaboration graph"/></div> |
| <!-- MAP 1 --> |
| <center><span class="legend">[<a href="graph_legend.html">legend</a>]</span></center></div> |
| <table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a> |
| Public Member Functions</h2></td></tr> |
| <tr class="memitem:a6f74eb06d4d5df8ac6ea542a49cd28ce"><td class="memItemLeft" align="right" valign="top"><a id="a6f74eb06d4d5df8ac6ea542a49cd28ce"></a> |
|  </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a6f74eb06d4d5df8ac6ea542a49cd28ce">Device</a> (int id, int num_executors)</td></tr> |
| <tr class="memdesc:a6f74eb06d4d5df8ac6ea542a49cd28ce"><td class="mdescLeft"> </td><td class="mdescRight">Constructor with device ID, num of executors (e.g., cuda streams), max mem size to use (in MB) <br /></td></tr> |
| <tr class="separator:a6f74eb06d4d5df8ac6ea542a49cd28ce"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ae384fe27027a200a22cd22aa4d38b40a"><td class="memItemLeft" align="right" valign="top"><a id="ae384fe27027a200a22cd22aa4d38b40a"></a> |
| virtual void </td><td class="memItemRight" valign="bottom"><b>SetRandSeed</b> (unsigned seed)=0</td></tr> |
| <tr class="separator:ae384fe27027a200a22cd22aa4d38b40a"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:acdcaf51aa6aa3cd574531b309688dd99"><td class="memItemLeft" align="right" valign="top"><a id="acdcaf51aa6aa3cd574531b309688dd99"></a> |
| <a class="el" href="classsinga_1_1Block.html">Block</a> * </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#acdcaf51aa6aa3cd574531b309688dd99">NewBlock</a> (int size)</td></tr> |
| <tr class="memdesc:acdcaf51aa6aa3cd574531b309688dd99"><td class="mdescLeft"> </td><td class="mdescRight">Called by <a class="el" href="classsinga_1_1Tensor.html" title="A Tensor instance is a multi-dimensional array resident on a Device (default device is the host CPU)...">Tensor</a>. <br /></td></tr> |
| <tr class="separator:acdcaf51aa6aa3cd574531b309688dd99"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad2a3aaebf33c373739fcf77124332bfc"><td class="memItemLeft" align="right" valign="top"><a id="ad2a3aaebf33c373739fcf77124332bfc"></a> |
| void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#ad2a3aaebf33c373739fcf77124332bfc">FreeBlock</a> (<a class="el" href="classsinga_1_1Block.html">Block</a> *block)</td></tr> |
| <tr class="memdesc:ad2a3aaebf33c373739fcf77124332bfc"><td class="mdescLeft"> </td><td class="mdescRight">Called by <a class="el" href="classsinga_1_1Tensor.html" title="A Tensor instance is a multi-dimensional array resident on a Device (default device is the host CPU)...">Tensor</a>. <br /></td></tr> |
| <tr class="separator:ad2a3aaebf33c373739fcf77124332bfc"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:acf3169a7059287389466a408f9d68dc1"><td class="memItemLeft" align="right" valign="top">virtual size_t </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#acf3169a7059287389466a408f9d68dc1">GetAllocatedMem</a> ()</td></tr> |
| <tr class="memdesc:acf3169a7059287389466a408f9d68dc1"><td class="mdescLeft"> </td><td class="mdescRight">Return the size (bytes) of memory in use TODO(wangwei) override this function for all devices. <a href="#acf3169a7059287389466a408f9d68dc1">More...</a><br /></td></tr> |
| <tr class="separator:acf3169a7059287389466a408f9d68dc1"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a84f17d9301ae2ad082322cdc0ad265f7"><td class="memItemLeft" align="right" valign="top"><a id="a84f17d9301ae2ad082322cdc0ad265f7"></a> |
| virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a84f17d9301ae2ad082322cdc0ad265f7">CopyDataToFrom</a> (<a class="el" href="classsinga_1_1Block.html">Block</a> *dst, <a class="el" href="classsinga_1_1Block.html">Block</a> *src, size_t nBytes, CopyDirection direction, int dst_offset, int src_offset)</td></tr> |
| <tr class="memdesc:a84f17d9301ae2ad082322cdc0ad265f7"><td class="mdescLeft"> </td><td class="mdescRight">Copy data within or across devices. <br /></td></tr> |
| <tr class="separator:a84f17d9301ae2ad082322cdc0ad265f7"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ad0245c7145d9ea642e071178aabffb10"><td class="memItemLeft" align="right" valign="top"><a id="ad0245c7145d9ea642e071178aabffb10"></a> |
| void </td><td class="memItemRight" valign="bottom"><b>CopyDataFromHostPtr</b> (<a class="el" href="classsinga_1_1Block.html">Block</a> *dst, const void *src, size_t nBytes, size_t dst_offset=0)</td></tr> |
| <tr class="separator:ad0245c7145d9ea642e071178aabffb10"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a13db259bad7b0b92ffeb7f661dcd9144"><td class="memItemLeft" align="right" valign="top">void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a13db259bad7b0b92ffeb7f661dcd9144">Exec</a> (function< void(<a class="el" href="structsinga_1_1__Context.html">Context</a> *)> &&fn, const vector< <a class="el" href="classsinga_1_1Block.html">Block</a> *> read_blocks, const vector< <a class="el" href="classsinga_1_1Block.html">Block</a> *> write_blocks, bool use_rand_generator=false)</td></tr> |
| <tr class="memdesc:a13db259bad7b0b92ffeb7f661dcd9144"><td class="mdescLeft"> </td><td class="mdescRight">Submit the operation to the device, which may execute it right now or delay it depending on the scheduler. <a href="#a13db259bad7b0b92ffeb7f661dcd9144">More...</a><br /></td></tr> |
| <tr class="separator:a13db259bad7b0b92ffeb7f661dcd9144"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a61744e09ab97eeeb8b822bd9adc930db"><td class="memItemLeft" align="right" valign="top"><a id="a61744e09ab97eeeb8b822bd9adc930db"></a> |
| void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a61744e09ab97eeeb8b822bd9adc930db">Sync</a> ()</td></tr> |
| <tr class="memdesc:a61744e09ab97eeeb8b822bd9adc930db"><td class="mdescLeft"> </td><td class="mdescRight">wait for all operations submitted to this device. <br /></td></tr> |
| <tr class="separator:a61744e09ab97eeeb8b822bd9adc930db"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6db2e92a308783e243eed58bc106edb9"><td class="memItemLeft" align="right" valign="top"><a id="a6db2e92a308783e243eed58bc106edb9"></a> |
| LangType </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a6db2e92a308783e243eed58bc106edb9">lang</a> () const</td></tr> |
| <tr class="memdesc:a6db2e92a308783e243eed58bc106edb9"><td class="mdescLeft"> </td><td class="mdescRight">Return the programming language for this device. <br /></td></tr> |
| <tr class="separator:a6db2e92a308783e243eed58bc106edb9"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a9997f53f73b276a33c1933007a70b594"><td class="memItemLeft" align="right" valign="top"><a id="a9997f53f73b276a33c1933007a70b594"></a> |
| virtual std::shared_ptr< <a class="el" href="classsinga_1_1Device.html">Device</a> > </td><td class="memItemRight" valign="bottom"><b>host</b> () const</td></tr> |
| <tr class="separator:a9997f53f73b276a33c1933007a70b594"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:afdfbec14803559287bf443d0cf66caf1"><td class="memItemLeft" align="right" valign="top"><a id="afdfbec14803559287bf443d0cf66caf1"></a> |
| <a class="el" href="structsinga_1_1__Context.html">Context</a> * </td><td class="memItemRight" valign="bottom"><b>context</b> (int k)</td></tr> |
| <tr class="separator:afdfbec14803559287bf443d0cf66caf1"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aab575f6e99426ed98ae9563a047e6ae5"><td class="memItemLeft" align="right" valign="top"><a id="aab575f6e99426ed98ae9563a047e6ae5"></a> |
| int </td><td class="memItemRight" valign="bottom"><b>id</b> () const</td></tr> |
| <tr class="separator:aab575f6e99426ed98ae9563a047e6ae5"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pro-methods"></a> |
| Protected Member Functions</h2></td></tr> |
| <tr class="memitem:acd15581a3f7e5c9cf5f5d7502f163c81"><td class="memItemLeft" align="right" valign="top"><a id="acd15581a3f7e5c9cf5f5d7502f163c81"></a> |
| virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#acd15581a3f7e5c9cf5f5d7502f163c81">DoExec</a> (function< void(<a class="el" href="structsinga_1_1__Context.html">Context</a> *)> &&fn, int executor)=0</td></tr> |
| <tr class="memdesc:acd15581a3f7e5c9cf5f5d7502f163c81"><td class="mdescLeft"> </td><td class="mdescRight">Execute one operation on one executor. <br /></td></tr> |
| <tr class="separator:acd15581a3f7e5c9cf5f5d7502f163c81"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:aa65e5c7f4692fce8a6352407b6fa75ed"><td class="memItemLeft" align="right" valign="top"><a id="aa65e5c7f4692fce8a6352407b6fa75ed"></a> |
| virtual void </td><td class="memItemRight" valign="bottom"><b>CopyToFrom</b> (void *dst, const void *src, size_t nBytes, CopyDirection direction, <a class="el" href="structsinga_1_1__Context.html">Context</a> *ctx)=0</td></tr> |
| <tr class="separator:aa65e5c7f4692fce8a6352407b6fa75ed"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af0bcace0d0f33db28b7a49300a2aedf3"><td class="memItemLeft" align="right" valign="top"><a id="af0bcace0d0f33db28b7a49300a2aedf3"></a> |
| virtual void * </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#af0bcace0d0f33db28b7a49300a2aedf3">Malloc</a> (int size)=0</td></tr> |
| <tr class="memdesc:af0bcace0d0f33db28b7a49300a2aedf3"><td class="mdescLeft"> </td><td class="mdescRight">Allocate device memory. <br /></td></tr> |
| <tr class="separator:af0bcace0d0f33db28b7a49300a2aedf3"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a0795c72763fe4097355b870e6b95b8c3"><td class="memItemLeft" align="right" valign="top"><a id="a0795c72763fe4097355b870e6b95b8c3"></a> |
| virtual void </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a0795c72763fe4097355b870e6b95b8c3">Free</a> (void *ptr)=0</td></tr> |
| <tr class="memdesc:a0795c72763fe4097355b870e6b95b8c3"><td class="mdescLeft"> </td><td class="mdescRight">Free device memory. <br /></td></tr> |
| <tr class="separator:a0795c72763fe4097355b870e6b95b8c3"><td class="memSeparator" colspan="2"> </td></tr> |
| </table><table class="memberdecls"> |
| <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pro-attribs"></a> |
| Protected Attributes</h2></td></tr> |
| <tr class="memitem:a13eec194e2950564a617e2a90117f4d4"><td class="memItemLeft" align="right" valign="top"><a id="a13eec194e2950564a617e2a90117f4d4"></a> |
| int </td><td class="memItemRight" valign="bottom"><b>id_</b> = 0</td></tr> |
| <tr class="separator:a13eec194e2950564a617e2a90117f4d4"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:ab5e132c43017d391300a13363a008e48"><td class="memItemLeft" align="right" valign="top"><a id="ab5e132c43017d391300a13363a008e48"></a> |
| int </td><td class="memItemRight" valign="bottom"><b>num_executors_</b> = 0</td></tr> |
| <tr class="separator:ab5e132c43017d391300a13363a008e48"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a2919065d27373e4b6234a244760f151c"><td class="memItemLeft" align="right" valign="top"><a id="a2919065d27373e4b6234a244760f151c"></a> |
| unsigned </td><td class="memItemRight" valign="bottom"><b>seed_</b> = 0</td></tr> |
| <tr class="separator:a2919065d27373e4b6234a244760f151c"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a6401c02a3f4a96994f37ed3312cacb45"><td class="memItemLeft" align="right" valign="top"><a id="a6401c02a3f4a96994f37ed3312cacb45"></a> |
| LangType </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a6401c02a3f4a96994f37ed3312cacb45">lang_</a></td></tr> |
| <tr class="memdesc:a6401c02a3f4a96994f37ed3312cacb45"><td class="mdescLeft"> </td><td class="mdescRight">Programming language type, could be kCpp, kCuda, kOpencl. <br /></td></tr> |
| <tr class="separator:a6401c02a3f4a96994f37ed3312cacb45"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:a3d27f7538aabe42e9eea3f10cf702148"><td class="memItemLeft" align="right" valign="top"><a id="a3d27f7538aabe42e9eea3f10cf702148"></a> |
| std::shared_ptr< <a class="el" href="classsinga_1_1Device.html">Device</a> > </td><td class="memItemRight" valign="bottom"><a class="el" href="classsinga_1_1Device.html#a3d27f7538aabe42e9eea3f10cf702148">host_</a></td></tr> |
| <tr class="memdesc:a3d27f7538aabe42e9eea3f10cf702148"><td class="mdescLeft"> </td><td class="mdescRight">The host device. <br /></td></tr> |
| <tr class="separator:a3d27f7538aabe42e9eea3f10cf702148"><td class="memSeparator" colspan="2"> </td></tr> |
| <tr class="memitem:af1bdf617ae8f45c24cfabf32e66c82fc"><td class="memItemLeft" align="right" valign="top"><a id="af1bdf617ae8f45c24cfabf32e66c82fc"></a> |
| <a class="el" href="structsinga_1_1__Context.html">Context</a> </td><td class="memItemRight" valign="bottom"><b>ctx_</b></td></tr> |
| <tr class="separator:af1bdf617ae8f45c24cfabf32e66c82fc"><td class="memSeparator" colspan="2"> </td></tr> |
| </table> |
| <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2> |
| <div class="textblock"><p>Allocate memory and execute <a class="el" href="classsinga_1_1Tensor.html" title="A Tensor instance is a multi-dimensional array resident on a Device (default device is the host CPU)...">Tensor</a> operations. </p> |
| <p>There are three types of devices distinguished by their programming languages, namely cpp, cuda and opencl. </p> |
| </div><h2 class="groupheader">Member Function Documentation</h2> |
| <a id="a13db259bad7b0b92ffeb7f661dcd9144"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#a13db259bad7b0b92ffeb7f661dcd9144">◆ </a></span>Exec()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
| <table class="memname"> |
| <tr> |
| <td class="memname">void singa::Device::Exec </td> |
| <td>(</td> |
| <td class="paramtype">function< void(<a class="el" href="structsinga_1_1__Context.html">Context</a> *)> && </td> |
| <td class="paramname"><em>fn</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const vector< <a class="el" href="classsinga_1_1Block.html">Block</a> *> </td> |
| <td class="paramname"><em>read_blocks</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">const vector< <a class="el" href="classsinga_1_1Block.html">Block</a> *> </td> |
| <td class="paramname"><em>write_blocks</em>, </td> |
| </tr> |
| <tr> |
| <td class="paramkey"></td> |
| <td></td> |
| <td class="paramtype">bool </td> |
| <td class="paramname"><em>use_rand_generator</em> = <code>false</code> </td> |
| </tr> |
| <tr> |
| <td></td> |
| <td>)</td> |
| <td></td><td></td> |
| </tr> |
| </table> |
| </div><div class="memdoc"> |
| |
| <p>Submit the operation to the device, which may execute it right now or delay it depending on the scheduler. </p> |
| |
| </div> |
| </div> |
| <a id="acf3169a7059287389466a408f9d68dc1"></a> |
| <h2 class="memtitle"><span class="permalink"><a href="#acf3169a7059287389466a408f9d68dc1">◆ </a></span>GetAllocatedMem()</h2> |
| |
| <div class="memitem"> |
| <div class="memproto"> |
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| <td class="memname">virtual size_t singa::Device::GetAllocatedMem </td> |
| <td>(</td> |
| <td class="paramname"></td><td>)</td> |
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| <span class="mlabels"><span class="mlabel">inline</span><span class="mlabel">virtual</span></span> </td> |
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| <p>Return the size (bytes) of memory in use TODO(wangwei) override this function for all devices. </p> |
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| </div> |
| <hr/>The documentation for this class was generated from the following file:<ul> |
| <li>/home/moaz/incubator-singa/include/singa/core/<a class="el" href="device_8h_source.html">device.h</a></li> |
| </ul> |
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