arm_compute v17.10

Change-Id: If1489af40eccd0219ede8946577afbf04db31b29
diff --git a/documentation/helpers_8h_source.xhtml b/documentation/helpers_8h_source.xhtml
index 095a6e1..e027e89 100644
--- a/documentation/helpers_8h_source.xhtml
+++ b/documentation/helpers_8h_source.xhtml
@@ -38,7 +38,7 @@
  <tr style="height: 56px;">
   <td style="padding-left: 0.5em;">
    <div id="projectname">Compute Library
-   &#160;<span id="projectnumber">17.09</span>
+   &#160;<span id="projectnumber">17.10</span>
    </div>
   </td>
  </tr>
@@ -142,267 +142,270 @@
 <div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define ARM_COMPUTE_HELPER_H</span></div>
 <div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="preprocessor"></span></div>
 <div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="preprocessor">#pragma OPENCL EXTENSION cl_khr_fp16 : enable</span></div>
-<div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00029"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#ae4b532a93c757194ec73b6790a3e6b1f">   29</a></span>&#160;<span class="preprocessor">#define EXPAND(x) x</span></div>
-<div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00031"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#aabdbe431f2713c5c2604cb9872b66aab">   31</a></span>&#160;<span class="preprocessor">#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val)</span></div>
-<div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00033"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a29367a809c14c294feefc1a8dad93752">   33</a></span>&#160;<span class="preprocessor">#define VLOAD_STR(size) vload##size</span></div>
-<div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">   34</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define VLOAD(size) VLOAD_STR(size)</span></div>
+<div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#if defined(ARM_COMPUTE_DEBUG_ENABLED)</span></div>
+<div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#pragma OPENCL EXTENSION cl_arm_printf : enable</span></div>
+<div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#endif // defined(ARM_COMPUTE_DEBUG_ENABLED)</span></div>
+<div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="preprocessor"></span></div>
+<div class="line"><a name="l00032"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#ae4b532a93c757194ec73b6790a3e6b1f">   32</a></span>&#160;<span class="preprocessor">#define EXPAND(x) x</span></div>
+<div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="preprocessor"></span></div>
+<div class="line"><a name="l00034"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#aabdbe431f2713c5c2604cb9872b66aab">   34</a></span>&#160;<span class="preprocessor">#define CLAMP(x, min_val, max_val) min(max(x, min_val), max_val)</span></div>
 <div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#aeedcb2d8b4b0ce17747474d4da15f199">   36</a></span>&#160;<span class="preprocessor">#define VSTORE_STR(size) vstore##size</span></div>
-<div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">   37</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define VSTORE(size) VSTORE_STR(size)</span></div>
+<div class="line"><a name="l00036"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a29367a809c14c294feefc1a8dad93752">   36</a></span>&#160;<span class="preprocessor">#define VLOAD_STR(size) vload##size</span></div>
+<div class="line"><a name="l00037"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a287e2fc366c312b468382c95bb90f91f">   37</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define VLOAD(size) VLOAD_STR(size)</span></div>
 <div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#ae802822defb0fa3a7f74f98e324696cb">   39</a></span>&#160;<span class="preprocessor">#define VEC_DATA_TYPE_STR(type, size) type##size</span></div>
-<div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">   40</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size)</span></div>
+<div class="line"><a name="l00039"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#aeedcb2d8b4b0ce17747474d4da15f199">   39</a></span>&#160;<span class="preprocessor">#define VSTORE_STR(size) vstore##size</span></div>
+<div class="line"><a name="l00040"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#acb282042d1edeeaa3cc979a206f78b54">   40</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define VSTORE(size) VSTORE_STR(size)</span></div>
 <div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a4090567b3adb034c7cc1af308cb45670">   42</a></span>&#160;<span class="preprocessor">#define CONVERT_STR(x, type) (convert_##type((x)))</span></div>
-<div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">   43</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define CONVERT(x, type) CONVERT_STR(x, type)</span></div>
+<div class="line"><a name="l00042"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#ae802822defb0fa3a7f74f98e324696cb">   42</a></span>&#160;<span class="preprocessor">#define VEC_DATA_TYPE_STR(type, size) type##size</span></div>
+<div class="line"><a name="l00043"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a36f754c05b6fddf6df0d8d0a74f8159f">   43</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define VEC_DATA_TYPE(type, size) VEC_DATA_TYPE_STR(type, size)</span></div>
 <div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a4e0fc93c9a69863dcdf7672ab547026c">   45</a></span>&#160;<span class="preprocessor">#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x)))</span></div>
-<div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">   46</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type)</span></div>
+<div class="line"><a name="l00045"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a4090567b3adb034c7cc1af308cb45670">   45</a></span>&#160;<span class="preprocessor">#define CONVERT_STR(x, type) (convert_##type((x)))</span></div>
+<div class="line"><a name="l00046"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#aa8d95ba04fc73845abc6045952cae5be">   46</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define CONVERT(x, type) CONVERT_STR(x, type)</span></div>
 <div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a341a0c28698c3f6bd171df1771c5a512">   48</a></span>&#160;<span class="preprocessor">#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x)))</span></div>
-<div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a28b2b123792a5b11a32cb05a6d327437">   49</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round)</span></div>
+<div class="line"><a name="l00048"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a4e0fc93c9a69863dcdf7672ab547026c">   48</a></span>&#160;<span class="preprocessor">#define CONVERT_SAT_STR(x, type) (convert_##type##_sat((x)))</span></div>
+<div class="line"><a name="l00049"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a23fb01b6f3453cc0e48a026fd44f6acd">   49</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define CONVERT_SAT(x, type) CONVERT_SAT_STR(x, type)</span></div>
 <div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">   51</a></span>&#160;<span class="preprocessor">#define VECTOR_DECLARATION(name)     \</span></div>
-<div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
-<div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
-<div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
-<div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">    uint        name##_offset_first_element_in_bytes</span></div>
-<div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00057"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">   57</a></span>&#160;<span class="preprocessor">#define IMAGE_DECLARATION(name)      \</span></div>
-<div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
-<div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
-<div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
-<div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="preprocessor">    uint        name##_stride_y, \</span></div>
-<div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="preprocessor">    uint        name##_step_y,   \</span></div>
-<div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="preprocessor">    uint        name##_offset_first_element_in_bytes</span></div>
-<div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00065"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">   65</a></span>&#160;<span class="preprocessor">#define TENSOR3D_DECLARATION(name)   \</span></div>
-<div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
-<div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
-<div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
-<div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;<span class="preprocessor">    uint        name##_stride_y, \</span></div>
-<div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;<span class="preprocessor">    uint        name##_step_y,   \</span></div>
-<div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;<span class="preprocessor">    uint        name##_stride_z, \</span></div>
-<div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;<span class="preprocessor">    uint        name##_step_z,   \</span></div>
-<div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;<span class="preprocessor">    uint        name##_offset_first_element_in_bytes</span></div>
-<div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00075"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">   75</a></span>&#160;<span class="preprocessor">#define TENSOR4D_DECLARATION(name)   \</span></div>
-<div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
-<div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
-<div class="line"><a name="l00078"></a><span class="lineno">   78</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
-<div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="preprocessor">    uint        name##_stride_y, \</span></div>
-<div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<span class="preprocessor">    uint        name##_step_y,   \</span></div>
-<div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;<span class="preprocessor">    uint        name##_stride_z, \</span></div>
-<div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="preprocessor">    uint        name##_step_z,   \</span></div>
-<div class="line"><a name="l00083"></a><span class="lineno">   83</span>&#160;<span class="preprocessor">    uint        name##_stride_w, \</span></div>
-<div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="preprocessor">    uint        name##_step_w,   \</span></div>
-<div class="line"><a name="l00085"></a><span class="lineno">   85</span>&#160;<span class="preprocessor">    uint        name##_offset_first_element_in_bytes</span></div>
-<div class="line"><a name="l00086"></a><span class="lineno">   86</span>&#160;<span class="preprocessor"></span></div>
-<div class="line"><a name="l00087"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a527bfdf5eeb306f1cf01c4a8e29f38e0">   87</a></span>&#160;<span class="preprocessor">#define CONVERT_TO_VECTOR_STRUCT(name) \</span></div>
-<div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;<span class="preprocessor">    update_vector_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x)</span></div>
+<div class="line"><a name="l00051"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a341a0c28698c3f6bd171df1771c5a512">   51</a></span>&#160;<span class="preprocessor">#define CONVERT_SAT_ROUND_STR(x, type, round) (convert_##type##_sat_##round((x)))</span></div>
+<div class="line"><a name="l00052"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a28b2b123792a5b11a32cb05a6d327437">   52</a></span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define CONVERT_SAT_ROUND(x, type, round) CONVERT_SAT_ROUND_STR(x, type, round)</span></div>
+<div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor"></span></div>
+<div class="line"><a name="l00054"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a40a6eb9f2a7712f08d6bb8ff6c9e6ca7">   54</a></span>&#160;<span class="preprocessor">#define VECTOR_DECLARATION(name)     \</span></div>
+<div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
+<div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
+<div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
+<div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="preprocessor">    uint        name##_offset_first_element_in_bytes</span></div>
+<div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;<span class="preprocessor"></span></div>
+<div class="line"><a name="l00060"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a22f42fcf2077d951271df83b55c1a71a">   60</a></span>&#160;<span class="preprocessor">#define IMAGE_DECLARATION(name)      \</span></div>
+<div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
+<div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
+<div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
+<div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<span class="preprocessor">    uint        name##_stride_y, \</span></div>
+<div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;<span class="preprocessor">    uint        name##_step_y,   \</span></div>
+<div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;<span class="preprocessor">    uint        name##_offset_first_element_in_bytes</span></div>
+<div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;<span class="preprocessor"></span></div>
+<div class="line"><a name="l00068"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a6b83038822d1ae7ab619b684ed3b7fc0">   68</a></span>&#160;<span class="preprocessor">#define TENSOR3D_DECLARATION(name)   \</span></div>
+<div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
+<div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
+<div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
+<div class="line"><a name="l00072"></a><span class="lineno">   72</span>&#160;<span class="preprocessor">    uint        name##_stride_y, \</span></div>
+<div class="line"><a name="l00073"></a><span class="lineno">   73</span>&#160;<span class="preprocessor">    uint        name##_step_y,   \</span></div>
+<div class="line"><a name="l00074"></a><span class="lineno">   74</span>&#160;<span class="preprocessor">    uint        name##_stride_z, \</span></div>
+<div class="line"><a name="l00075"></a><span class="lineno">   75</span>&#160;<span class="preprocessor">    uint        name##_step_z,   \</span></div>
+<div class="line"><a name="l00076"></a><span class="lineno">   76</span>&#160;<span class="preprocessor">    uint        name##_offset_first_element_in_bytes</span></div>
+<div class="line"><a name="l00077"></a><span class="lineno">   77</span>&#160;<span class="preprocessor"></span></div>
+<div class="line"><a name="l00078"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a481bdc6d61b3df9dcdbdb244f0f97790">   78</a></span>&#160;<span class="preprocessor">#define TENSOR4D_DECLARATION(name)   \</span></div>
+<div class="line"><a name="l00079"></a><span class="lineno">   79</span>&#160;<span class="preprocessor">    __global uchar *name##_ptr,      \</span></div>
+<div class="line"><a name="l00080"></a><span class="lineno">   80</span>&#160;<span class="preprocessor">    uint        name##_stride_x, \</span></div>
+<div class="line"><a name="l00081"></a><span class="lineno">   81</span>&#160;<span class="preprocessor">    uint        name##_step_x,   \</span></div>
+<div class="line"><a name="l00082"></a><span class="lineno">   82</span>&#160;<span class="preprocessor">    uint        name##_stride_y, \</span></div>
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+<div class="line"><a name="l00084"></a><span class="lineno">   84</span>&#160;<span class="preprocessor">    uint        name##_stride_z, \</span></div>
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+<div class="line"><a name="l00093"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a64d779f80eeb923e0ab2313433f7b40b">   93</a></span>&#160;<span class="preprocessor">#define CONVERT_TO_VECTOR_STRUCT_NO_STEP(name) \</span></div>
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+<div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;<span class="preprocessor">#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT(name) \</span></div>
+<div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;<span class="preprocessor">    update_image_from_tensor3D_workitem_ptr(name##_ptr, name##_offset_first_element_in_bytes, name##_stride_x, name##_step_x, name##_stride_y, name##_step_y, name##_stride_z, name##_step_z)</span></div>
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+<div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a071aa45af973feac43b14f62e54a6fce">  105</a></span>&#160;<span class="preprocessor">#define CONVERT_TENSOR3D_TO_IMAGE_STRUCT_NO_STEP(name) \</span></div>
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 <div class="line"><a name="l00107"></a><span class="lineno">  107</span>&#160;<span class="preprocessor"></span></div>
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-<div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;<span class="preprocessor">                                 name##_stride_z, name##_step_z)</span></div>
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 <div class="line"><a name="l00114"></a><span class="lineno">  114</span>&#160;<span class="preprocessor"></span></div>
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+<div class="line"><a name="l00295"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">  295</a></span>&#160;__global <span class="keyword">inline</span> uchar *<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(<span class="keyword">const</span> <a class="code" href="struct_image.xhtml">Image</a> *img, <span class="keywordtype">int</span> x, <span class="keywordtype">int</span> y)</div>
+<div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;{</div>
+<div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;    <span class="keywordflow">return</span> img-&gt;<a class="code" href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> + x * img-&gt;<a class="code" href="struct_image.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">stride_x</a> + y * img-&gt;<a class="code" href="struct_image.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">stride_y</a>;</div>
+<div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;}</div>
+<div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;</div>
+<div class="line"><a name="l00307"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">  307</a></span>&#160;__global <span class="keyword">inline</span> <span class="keyword">const</span> uchar *<a class="code" href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a>(<span class="keyword">const</span> <a class="code" href="struct_tensor3_d.xhtml">Tensor3D</a> *tensor, <span class="keywordtype">int</span> x, <span class="keywordtype">int</span> y, <span class="keywordtype">int</span> z)</div>
+<div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;{</div>
+<div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;    <span class="keywordflow">return</span> tensor-&gt;<a class="code" href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> + x * tensor-&gt;<a class="code" href="struct_tensor3_d.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">stride_x</a> + y * tensor-&gt;<a class="code" href="struct_tensor3_d.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">stride_y</a> + z * tensor-&gt;<a class="code" href="struct_tensor3_d.xhtml#ad5ff7a2b2bd0eec50fe09c254b127d1c">stride_z</a>;</div>
+<div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;}</div>
+<div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;</div>
+<div class="line"><a name="l00320"></a><span class="lineno"><a class="line" href="helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">  320</a></span>&#160;__global <span class="keyword">inline</span> <span class="keyword">const</span> uchar *<a class="code" href="helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a>(<span class="keyword">const</span> <a class="code" href="struct_tensor4_d.xhtml">Tensor4D</a> *tensor, <span class="keywordtype">int</span> x, <span class="keywordtype">int</span> y, <span class="keywordtype">int</span> z, <span class="keywordtype">int</span> w)</div>
+<div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;{</div>
+<div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    <span class="keywordflow">return</span> tensor-&gt;<a class="code" href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">ptr</a> + x * tensor-&gt;<a class="code" href="struct_tensor4_d.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">stride_x</a> + y * tensor-&gt;<a class="code" href="struct_tensor4_d.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">stride_y</a> + z * tensor-&gt;<a class="code" href="struct_tensor4_d.xhtml#ad5ff7a2b2bd0eec50fe09c254b127d1c">stride_z</a> + w * tensor-&gt;<a class="code" href="struct_tensor4_d.xhtml#a13a60f6e75f64f1953b8858ea454a880">stride_w</a>;</div>
+<div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;}</div>
+<div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;</div>
+<div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;<span class="preprocessor">#endif // _HELPER_H</span></div>
+<div class="ttc" id="struct_vector_xhtml"><div class="ttname"><a href="struct_vector.xhtml">Vector</a></div><div class="ttdoc">Structure to hold Vector information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00126">helpers.h:126</a></div></div>
 <div class="ttc" id="helpers_8h_xhtml_a3b8a88f73e80a621aecfe7ced12c1676"><div class="ttname"><a href="helpers_8h.xhtml#a3b8a88f73e80a621aecfe7ced12c1676">Tensor4D</a></div><div class="ttdeci">struct Tensor4D Tensor4D</div><div class="ttdoc">Structure to hold 4D tensor information. </div></div>
-<div class="ttc" id="helpers_8h_xhtml_a8fee90913ba658b25516a43cf71e5cbd"><div class="ttname"><a href="helpers_8h.xhtml#a8fee90913ba658b25516a43cf71e5cbd">update_vector_workitem_ptr</a></div><div class="ttdeci">Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x)</div><div class="ttdoc">Wrap vector information into an Vector structure, and make the pointer point at this workitem&#39;s data...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00169">helpers.h:169</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor4D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00152">helpers.h:152</a></div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml_ad5ff7a2b2bd0eec50fe09c254b127d1c"><div class="ttname"><a href="struct_tensor3_d.xhtml#ad5ff7a2b2bd0eec50fe09c254b127d1c">Tensor3D::stride_z</a></div><div class="ttdeci">int stride_z</div><div class="ttdoc">Stride of the image in Z dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00146">helpers.h:146</a></div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_tensor3_d.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Tensor3D::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00144">helpers.h:144</a></div></div>
-<div class="ttc" id="struct_image_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_image.xhtml#a35e5a91338398273f3b4a6010004bddd">Image::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00134">helpers.h:134</a></div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00140">helpers.h:140</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00292">helpers.h:292</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a8fee90913ba658b25516a43cf71e5cbd"><div class="ttname"><a href="helpers_8h.xhtml#a8fee90913ba658b25516a43cf71e5cbd">update_vector_workitem_ptr</a></div><div class="ttdeci">Vector update_vector_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x)</div><div class="ttdoc">Wrap vector information into an Vector structure, and make the pointer point at this workitem&#39;s data...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00172">helpers.h:172</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor4_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor4D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00155">helpers.h:155</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml_ad5ff7a2b2bd0eec50fe09c254b127d1c"><div class="ttname"><a href="struct_tensor3_d.xhtml#ad5ff7a2b2bd0eec50fe09c254b127d1c">Tensor3D::stride_z</a></div><div class="ttdeci">int stride_z</div><div class="ttdoc">Stride of the image in Z dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00149">helpers.h:149</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_tensor3_d.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Tensor3D::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00147">helpers.h:147</a></div></div>
+<div class="ttc" id="struct_image_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_image.xhtml#a35e5a91338398273f3b4a6010004bddd">Image::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00137">helpers.h:137</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml"><div class="ttname"><a href="struct_tensor3_d.xhtml">Tensor3D</a></div><div class="ttdoc">Structure to hold 3D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00143">helpers.h:143</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00295">helpers.h:295</a></div></div>
 <div class="ttc" id="helpers_8h_xhtml_a1a857bfe99727c6051e9a3ee285d70f6"><div class="ttname"><a href="helpers_8h.xhtml#a1a857bfe99727c6051e9a3ee285d70f6">Tensor3D</a></div><div class="ttdeci">struct Tensor3D Tensor3D</div><div class="ttdoc">Structure to hold 3D tensor information. </div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml"><div class="ttname"><a href="struct_tensor4_d.xhtml">Tensor4D</a></div><div class="ttdoc">Structure to hold 4D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00150">helpers.h:150</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_ad442fb5ec8be1fff97f543150de5d822"><div class="ttname"><a href="helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a></div><div class="ttdeci">__global const uchar * tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w)</div><div class="ttdoc">Get the pointer position of a Tensor4D. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00317">helpers.h:317</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml_a13a60f6e75f64f1953b8858ea454a880"><div class="ttname"><a href="struct_tensor4_d.xhtml#a13a60f6e75f64f1953b8858ea454a880">Tensor4D::stride_w</a></div><div class="ttdeci">int stride_w</div><div class="ttdoc">Stride of the image in W dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00157">helpers.h:157</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_a912ccbcc4235bf1274c95d05b50440d4"><div class="ttname"><a href="helpers_8h.xhtml#a912ccbcc4235bf1274c95d05b50440d4">update_tensor3D_workitem_ptr</a></div><div class="ttdeci">Tensor3D update_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z)</div><div class="ttdoc">Wrap 3D tensor information into an tensor structure, and make the pointer point at this workitem&#39;s da...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00244">helpers.h:244</a></div></div>
-<div class="ttc" id="struct_vector_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_vector.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Vector::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00127">helpers.h:127</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml"><div class="ttname"><a href="struct_tensor4_d.xhtml">Tensor4D</a></div><div class="ttdoc">Structure to hold 4D tensor information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00153">helpers.h:153</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_ad442fb5ec8be1fff97f543150de5d822"><div class="ttname"><a href="helpers_8h.xhtml#ad442fb5ec8be1fff97f543150de5d822">tensor4D_offset</a></div><div class="ttdeci">__global const uchar * tensor4D_offset(const Tensor4D *tensor, int x, int y, int z, int w)</div><div class="ttdoc">Get the pointer position of a Tensor4D. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00320">helpers.h:320</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml_a13a60f6e75f64f1953b8858ea454a880"><div class="ttname"><a href="struct_tensor4_d.xhtml#a13a60f6e75f64f1953b8858ea454a880">Tensor4D::stride_w</a></div><div class="ttdeci">int stride_w</div><div class="ttdoc">Stride of the image in W dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00160">helpers.h:160</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a912ccbcc4235bf1274c95d05b50440d4"><div class="ttname"><a href="helpers_8h.xhtml#a912ccbcc4235bf1274c95d05b50440d4">update_tensor3D_workitem_ptr</a></div><div class="ttdeci">Tensor3D update_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z)</div><div class="ttdoc">Wrap 3D tensor information into an tensor structure, and make the pointer point at this workitem&#39;s da...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00247">helpers.h:247</a></div></div>
+<div class="ttc" id="struct_vector_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_vector.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Vector::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00130">helpers.h:130</a></div></div>
 <div class="ttc" id="helpers_8h_xhtml_a9082e6aa9fd1705dc218cf44bc5a9d66"><div class="ttname"><a href="helpers_8h.xhtml#a9082e6aa9fd1705dc218cf44bc5a9d66">Image</a></div><div class="ttdeci">struct Image Image</div><div class="ttdoc">Structure to hold Image information. </div></div>
-<div class="ttc" id="struct_vector_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">Vector::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00125">helpers.h:125</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_a2101b2fe0193ce227ae4e0945e321d85"><div class="ttname"><a href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a></div><div class="ttdeci">__global const uchar * tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)</div><div class="ttdoc">Get the pointer position of a Tensor3D. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00304">helpers.h:304</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml_a4f0b90c9ecd6e57ceb3f37332fefe8f1"><div class="ttname"><a href="struct_tensor4_d.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">Tensor4D::stride_y</a></div><div class="ttdeci">int stride_y</div><div class="ttdoc">Stride of the image in Y dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00155">helpers.h:155</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_a0a4395130f74a4293a7d3a19d8fac86d"><div class="ttname"><a href="helpers_8h.xhtml#a0a4395130f74a4293a7d3a19d8fac86d">update_image_workitem_ptr</a></div><div class="ttdeci">Image update_image_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y)</div><div class="ttdoc">Wrap image information into an Image structure, and make the pointer point at this workitem&#39;s data...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00192">helpers.h:192</a></div></div>
-<div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00131">helpers.h:131</a></div></div>
-<div class="ttc" id="struct_vector_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_vector.xhtml#a35e5a91338398273f3b4a6010004bddd">Vector::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00126">helpers.h:126</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_tensor4_d.xhtml#a35e5a91338398273f3b4a6010004bddd">Tensor4D::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00153">helpers.h:153</a></div></div>
-<div class="ttc" id="struct_image_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">Image::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00133">helpers.h:133</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_a65fd24237c8278ecb38183f93cc70f05"><div class="ttname"><a href="helpers_8h.xhtml#a65fd24237c8278ecb38183f93cc70f05">update_image_from_tensor3D_workitem_ptr</a></div><div class="ttdeci">Image update_image_from_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z)</div><div class="ttdoc">Wrap 3D tensor information into an image structure, and make the pointer point at this workitem&#39;s dat...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00218">helpers.h:218</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_a87a9d201ccc6b81332852d562bb7ee13"><div class="ttname"><a href="helpers_8h.xhtml#a87a9d201ccc6b81332852d562bb7ee13">update_tensor4D_workitem_ptr</a></div><div class="ttdeci">Tensor4D update_tensor4D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z, uint stride_w, uint step_w, uint mod_size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00258">helpers.h:258</a></div></div>
-<div class="ttc" id="helpers_8h_xhtml_a7e4940407322d6f0ccb8b6b86b856019"><div class="ttname"><a href="helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a></div><div class="ttdeci">__global const uchar * vector_offset(const Vector *vec, int x)</div><div class="ttdoc">Get the pointer position of a Vector. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00281">helpers.h:281</a></div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00142">helpers.h:142</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_tensor4_d.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Tensor4D::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00154">helpers.h:154</a></div></div>
+<div class="ttc" id="struct_vector_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_vector.xhtml#acf52c23cbd7424606c10a606524e3e32">Vector::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00128">helpers.h:128</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a2101b2fe0193ce227ae4e0945e321d85"><div class="ttname"><a href="helpers_8h.xhtml#a2101b2fe0193ce227ae4e0945e321d85">tensor3D_offset</a></div><div class="ttdeci">__global const uchar * tensor3D_offset(const Tensor3D *tensor, int x, int y, int z)</div><div class="ttdoc">Get the pointer position of a Tensor3D. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00307">helpers.h:307</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml_a4f0b90c9ecd6e57ceb3f37332fefe8f1"><div class="ttname"><a href="struct_tensor4_d.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">Tensor4D::stride_y</a></div><div class="ttdeci">int stride_y</div><div class="ttdoc">Stride of the image in Y dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00158">helpers.h:158</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a0a4395130f74a4293a7d3a19d8fac86d"><div class="ttname"><a href="helpers_8h.xhtml#a0a4395130f74a4293a7d3a19d8fac86d">update_image_workitem_ptr</a></div><div class="ttdeci">Image update_image_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y)</div><div class="ttdoc">Wrap image information into an Image structure, and make the pointer point at this workitem&#39;s data...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00195">helpers.h:195</a></div></div>
+<div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00134">helpers.h:134</a></div></div>
+<div class="ttc" id="struct_vector_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_vector.xhtml#a35e5a91338398273f3b4a6010004bddd">Vector::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00129">helpers.h:129</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_tensor4_d.xhtml#a35e5a91338398273f3b4a6010004bddd">Tensor4D::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00156">helpers.h:156</a></div></div>
+<div class="ttc" id="struct_image_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_image.xhtml#acf52c23cbd7424606c10a606524e3e32">Image::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00136">helpers.h:136</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a65fd24237c8278ecb38183f93cc70f05"><div class="ttname"><a href="helpers_8h.xhtml#a65fd24237c8278ecb38183f93cc70f05">update_image_from_tensor3D_workitem_ptr</a></div><div class="ttdeci">Image update_image_from_tensor3D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z)</div><div class="ttdoc">Wrap 3D tensor information into an image structure, and make the pointer point at this workitem&#39;s dat...</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00221">helpers.h:221</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a87a9d201ccc6b81332852d562bb7ee13"><div class="ttname"><a href="helpers_8h.xhtml#a87a9d201ccc6b81332852d562bb7ee13">update_tensor4D_workitem_ptr</a></div><div class="ttdeci">Tensor4D update_tensor4D_workitem_ptr(__global uchar *ptr, uint offset_first_element_in_bytes, uint stride_x, uint step_x, uint stride_y, uint step_y, uint stride_z, uint step_z, uint stride_w, uint step_w, uint mod_size)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00261">helpers.h:261</a></div></div>
+<div class="ttc" id="helpers_8h_xhtml_a7e4940407322d6f0ccb8b6b86b856019"><div class="ttname"><a href="helpers_8h.xhtml#a7e4940407322d6f0ccb8b6b86b856019">vector_offset</a></div><div class="ttdeci">__global const uchar * vector_offset(const Vector *vec, int x)</div><div class="ttdoc">Get the pointer position of a Vector. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00284">helpers.h:284</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml_acf52c23cbd7424606c10a606524e3e32"><div class="ttname"><a href="struct_tensor3_d.xhtml#acf52c23cbd7424606c10a606524e3e32">Tensor3D::ptr</a></div><div class="ttdeci">__global uchar * ptr</div><div class="ttdoc">Pointer to the starting postion of the buffer. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00145">helpers.h:145</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_tensor4_d.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Tensor4D::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00157">helpers.h:157</a></div></div>
 <div class="ttc" id="helpers_8h_xhtml_a6ded2cf071c127e518317e3c451af3ef"><div class="ttname"><a href="helpers_8h.xhtml#a6ded2cf071c127e518317e3c451af3ef">Vector</a></div><div class="ttdeci">struct Vector Vector</div><div class="ttdoc">Structure to hold Vector information. </div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml_a4f0b90c9ecd6e57ceb3f37332fefe8f1"><div class="ttname"><a href="struct_tensor3_d.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">Tensor3D::stride_y</a></div><div class="ttdeci">int stride_y</div><div class="ttdoc">Stride of the image in Y dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00145">helpers.h:145</a></div></div>
-<div class="ttc" id="struct_tensor4_d_xhtml_ad5ff7a2b2bd0eec50fe09c254b127d1c"><div class="ttname"><a href="struct_tensor4_d.xhtml#ad5ff7a2b2bd0eec50fe09c254b127d1c">Tensor4D::stride_z</a></div><div class="ttdeci">int stride_z</div><div class="ttdoc">Stride of the image in Z dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00156">helpers.h:156</a></div></div>
-<div class="ttc" id="struct_tensor3_d_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_tensor3_d.xhtml#a35e5a91338398273f3b4a6010004bddd">Tensor3D::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00143">helpers.h:143</a></div></div>
-<div class="ttc" id="struct_image_xhtml_a4f0b90c9ecd6e57ceb3f37332fefe8f1"><div class="ttname"><a href="struct_image.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">Image::stride_y</a></div><div class="ttdeci">int stride_y</div><div class="ttdoc">Stride of the image in Y dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00136">helpers.h:136</a></div></div>
-<div class="ttc" id="struct_image_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_image.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Image::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00135">helpers.h:135</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml_a4f0b90c9ecd6e57ceb3f37332fefe8f1"><div class="ttname"><a href="struct_tensor3_d.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">Tensor3D::stride_y</a></div><div class="ttdeci">int stride_y</div><div class="ttdoc">Stride of the image in Y dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00148">helpers.h:148</a></div></div>
+<div class="ttc" id="struct_tensor4_d_xhtml_ad5ff7a2b2bd0eec50fe09c254b127d1c"><div class="ttname"><a href="struct_tensor4_d.xhtml#ad5ff7a2b2bd0eec50fe09c254b127d1c">Tensor4D::stride_z</a></div><div class="ttdeci">int stride_z</div><div class="ttdoc">Stride of the image in Z dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00159">helpers.h:159</a></div></div>
+<div class="ttc" id="struct_tensor3_d_xhtml_a35e5a91338398273f3b4a6010004bddd"><div class="ttname"><a href="struct_tensor3_d.xhtml#a35e5a91338398273f3b4a6010004bddd">Tensor3D::offset_first_element_in_bytes</a></div><div class="ttdeci">int offset_first_element_in_bytes</div><div class="ttdoc">The offset of the first element in the source image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00146">helpers.h:146</a></div></div>
+<div class="ttc" id="struct_image_xhtml_a4f0b90c9ecd6e57ceb3f37332fefe8f1"><div class="ttname"><a href="struct_image.xhtml#a4f0b90c9ecd6e57ceb3f37332fefe8f1">Image::stride_y</a></div><div class="ttdeci">int stride_y</div><div class="ttdoc">Stride of the image in Y dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00139">helpers.h:139</a></div></div>
+<div class="ttc" id="struct_image_xhtml_ae01febbfd0689ef709f3ff6fdd2abc7e"><div class="ttname"><a href="struct_image.xhtml#ae01febbfd0689ef709f3ff6fdd2abc7e">Image::stride_x</a></div><div class="ttdeci">int stride_x</div><div class="ttdoc">Stride of the image in X dimension (in bytes) </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00138">helpers.h:138</a></div></div>
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