<html><head><meta http-equiv="Content-Type" content="text/html charset=utf-8"></head><body style="word-wrap: break-word; -webkit-nbsp-mode: space; -webkit-line-break: after-white-space;" class=""><div>Sorry, just following up with a few more thoughts.</div><div><br class=""><blockquote type="cite" class=""><div class=""><div class=""><br class="">I consider Java’s type erasure to be orthogonal to the overloading/customization point issue, but of course I agree that it’s surprising. <br class=""></div></div></blockquote><div><br class=""></div><div>While the underlying reason may be different, Swift has a similar potential for surprise with generics. Yes, it might not be a surprise for people coming from the world of Java, but mostly because Java’s generics are extremely limited.</div><div><br class=""></div><br class=""><blockquote type="cite" class=""><div class=""><div class=""><br class=""><blockquote type="cite" class="">I can see the advantage of protocols if they allowed this type of design:<br class=""><br class="">protocol LinearOperations {<br class=""> &nbsp;associatedtype StorageType<br class=""> &nbsp;static func dot(_ lhs:Tensor&lt;StorageType&gt;, _<br class="">rhs:Tensor&lt;StorageType&gt;) -&gt; Tensor&lt;StorageType&gt;<br class=""> &nbsp;...<br class="">}<br class=""><br class="">extension Tensor: LinearOperations {<br class="">...<br class="">}<br class=""><br class="">extension Tensor: LinearOperations where StorageType:CBlasStorage&lt;Float&gt; {<br class="">...<br class="">}<br class=""><br class="">The advantage of this design is that the available functions are<br class="">clearly defined, but it still allows new operations to be defined<br class="">without having to touch the main code base. <br class=""></blockquote><br class="">I’m assuming that both of these extensions implement the static func dot(_:_:). This is more interesting direction for me, because it’s taking the existing notion of customization points via protocol requirements and extending that to also support some level of customization.<br class=""></div></div></blockquote></div><br class=""><div class=""><br class=""></div><div class="">So what needs to change in the language to enable this behavior? The obvious candidate is allowing creating extensions with constraints. However, even if I include all the necessary functions within a single class (to avoid that issue), I’m still running into more design issues. For example, for this toy example (sorry for the verbosity — this was the shortest version I could come up with):</div><div class=""><br class=""></div><div class=""><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">class</span><span style="font-variant-ligatures: no-common-ligatures" class=""> Tensor&lt;S:Storage&gt; {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">var</span><span style="font-variant-ligatures: no-common-ligatures" class=""> storage:</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span></div><p style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; min-height: 13px;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp;&nbsp; &nbsp;</span><br class="webkit-block-placeholder"></p><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">init</span><span style="font-variant-ligatures: no-common-ligatures" class="">(size:</span><span style="font-variant-ligatures: no-common-ligatures; color: #703daa" class="">Int</span><span style="font-variant-ligatures: no-common-ligatures" class="">) {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; &nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">storage</span><span style="font-variant-ligatures: no-common-ligatures" class=""> = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">(size: size)</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; }</span></div><p style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; min-height: 13px;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp;&nbsp; &nbsp;</span><br class="webkit-block-placeholder"></p><p style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; min-height: 13px;" class="">&nbsp; &nbsp; // default implementation</p><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">static</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">func</span><span style="font-variant-ligatures: no-common-ligatures" class=""> cos(</span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">_</span><span style="font-variant-ligatures: no-common-ligatures" class=""> tensor:</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt;) -&gt; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt; {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><span class="Apple-tab-span" style="white-space:pre">        </span>// ...</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; color: rgb(209, 47, 27);" class="">&nbsp; &nbsp; }</div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">}</span></div></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class="">With specializations defined for the storage types:</div><div class=""><br class=""></div><div class=""><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">extension</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">where</span><span style="font-variant-ligatures: no-common-ligatures" class=""> S:IntStorage {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">static</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">func</span><span style="font-variant-ligatures: no-common-ligatures" class=""> cos(</span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">_</span><span style="font-variant-ligatures: no-common-ligatures" class=""> tensor:</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt;) -&gt; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt; {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><span class="Apple-tab-span" style="white-space:pre">        </span>// ...</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class="">&nbsp; &nbsp; }</div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">}</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; min-height: 13px;" class=""><br class=""><span style="font-variant-ligatures: no-common-ligatures" class=""></span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">extension</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">where</span><span style="font-variant-ligatures: no-common-ligatures" class=""> S:FloatStorage {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">static</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">func</span><span style="font-variant-ligatures: no-common-ligatures" class=""> cos(</span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">_</span><span style="font-variant-ligatures: no-common-ligatures" class=""> tensor:</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt;) -&gt; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt; {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; color: rgb(209, 47, 27);" class=""><span class="Apple-tab-span" style="white-space: pre;">        </span>// ...</div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class="">&nbsp; &nbsp; }</div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">}</span></div></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class="">This works:</div><div class=""><br class=""></div><div class=""><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures" class=""> floatTensor = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">FloatStorage</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt;(size: </span><span style="font-variant-ligatures: no-common-ligatures; color: #272ad8" class="">10</span><span style="font-variant-ligatures: no-common-ligatures" class="">)</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result1 = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">T</span><span style="font-variant-ligatures: no-common-ligatures" class="">.</span><span style="font-variant-ligatures: no-common-ligatures; color: #31595d" class="">cos</span><span style="font-variant-ligatures: no-common-ligatures" class="">(</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">floatTensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">) // calls Tensor&lt;FloatStorage&gt;.cos(…)</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; color: rgb(79, 129, 135);" class=""><br class=""></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures" class=""> intTensor = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">IntStorage</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt;(size: </span><span style="font-variant-ligatures: no-common-ligatures; color: #272ad8" class="">10</span><span style="font-variant-ligatures: no-common-ligatures" class="">)</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result2 = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">T</span><span style="font-variant-ligatures: no-common-ligatures" class="">.</span><span style="font-variant-ligatures: no-common-ligatures; color: #31595d" class="">cos</span><span style="font-variant-ligatures: no-common-ligatures" class="">(</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">intTensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">) // calls Tensor&lt;IntStorage&gt;.cos(…)</span></div></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class="">However, if I define an operation to on the Tensor:</span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class=""><br class=""></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class=""><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">class</span><span style="font-variant-ligatures: no-common-ligatures" class=""> SomeOp&lt;S:Storage&gt; {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">typealias</span><span style="font-variant-ligatures: no-common-ligatures" class=""> StorageType = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">var</span><span style="font-variant-ligatures: no-common-ligatures" class=""> output:</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt;</span></div><p style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; min-height: 13px;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp;&nbsp; &nbsp;</span><br class="webkit-block-placeholder"></p><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">init</span><span style="font-variant-ligatures: no-common-ligatures" class="">() {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; &nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">output</span><span style="font-variant-ligatures: no-common-ligatures" class=""> = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt;(size: </span><span style="font-variant-ligatures: no-common-ligatures; color: #272ad8" class="">10</span><span style="font-variant-ligatures: no-common-ligatures" class="">)</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; }</span></div><p style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; min-height: 13px;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp;&nbsp; &nbsp;</span><br class="webkit-block-placeholder"></p><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">func</span><span style="font-variant-ligatures: no-common-ligatures" class=""> apply() -&gt; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt; {</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo; color: rgb(209, 47, 27);" class=""><span style="color: rgb(0, 0, 0); font-variant-ligatures: no-common-ligatures;" class="">&nbsp; &nbsp; &nbsp; &nbsp;&nbsp;</span><span style="font-variant-ligatures: no-common-ligatures; color: rgb(186, 45, 162);" class="">let</span><span style="color: rgb(0, 0, 0); font-variant-ligatures: no-common-ligatures;" class=""> result = </span><span style="font-variant-ligatures: no-common-ligatures; color: rgb(79, 129, 135);" class="">T</span><span style="color: rgb(0, 0, 0); font-variant-ligatures: no-common-ligatures;" class="">.</span><span style="font-variant-ligatures: no-common-ligatures; color: rgb(49, 89, 93);" class="">cos</span><span style="color: rgb(0, 0, 0); font-variant-ligatures: no-common-ligatures;" class="">(</span><span style="font-variant-ligatures: no-common-ligatures; color: rgb(79, 129, 135);" class="">output</span><span style="color: rgb(0, 0, 0); font-variant-ligatures: no-common-ligatures;" class="">)</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; &nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">return</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; }</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">}</span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div style="margin: 0px; font-size: 11px; line-height: normal; font-family: Menlo;" class=""><div style="margin: 0px; line-height: normal; color: rgb(79, 129, 135);" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class=""> op1 = </span><span style="font-variant-ligatures: no-common-ligatures" class="">SomeOp</span><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures" class="">FloatStorage</span><span style="font-variant-ligatures: no-common-ligatures; color: #000000" class="">&gt;()</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result3 = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">op1</span><span style="font-variant-ligatures: no-common-ligatures" class="">.</span><span style="font-variant-ligatures: no-common-ligatures; color: #31595d" class="">apply</span><span style="font-variant-ligatures: no-common-ligatures" class="">() // calls default `cos` instead of FloatStorage version</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">So one question I have is why doesn’t the correct version of `cos` get called? Before it was because there wasn’t a vtable available to figure out which function to call. However, in this case since the function was defined in the class, I would assume there would be (I also tried variants of this with an accompanying protocol and non-static versions of the function).</span></div><div style="margin: 0px; line-height: normal;" class=""><br class=""></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">I can get `SomeOp` to work correctly if I create specializations of the class:</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">extension</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">SomeOp</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">where</span><span style="font-variant-ligatures: no-common-ligatures" class=""> S:FloatStorage {</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">func</span><span style="font-variant-ligatures: no-common-ligatures" class=""> apply() -&gt; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt; {</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; &nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">T</span><span style="font-variant-ligatures: no-common-ligatures" class="">.</span><span style="font-variant-ligatures: no-common-ligatures; color: #31595d" class="">cos</span><span style="font-variant-ligatures: no-common-ligatures" class="">(</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">output</span><span style="font-variant-ligatures: no-common-ligatures" class="">)</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; &nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">return</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; }</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">}</span></div><div style="margin: 0px; line-height: normal; min-height: 13px;" class=""><span style="font-variant-ligatures: no-common-ligatures" class=""></span><br class=""></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">extension</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">SomeOp</span><span style="font-variant-ligatures: no-common-ligatures" class=""> </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">where</span><span style="font-variant-ligatures: no-common-ligatures" class=""> S:IntStorage {</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">func</span><span style="font-variant-ligatures: no-common-ligatures" class=""> apply() -&gt; </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">Tensor</span><span style="font-variant-ligatures: no-common-ligatures" class="">&lt;</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">S</span><span style="font-variant-ligatures: no-common-ligatures" class="">&gt; {</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; &nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">let</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result = </span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">T</span><span style="font-variant-ligatures: no-common-ligatures" class="">.</span><span style="font-variant-ligatures: no-common-ligatures; color: #31595d" class="">cos</span><span style="font-variant-ligatures: no-common-ligatures" class="">(</span><span style="font-variant-ligatures: no-common-ligatures; color: #4f8187" class="">output</span><span style="font-variant-ligatures: no-common-ligatures" class="">)</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; &nbsp; &nbsp; </span><span style="font-variant-ligatures: no-common-ligatures; color: #ba2da2" class="">return</span><span style="font-variant-ligatures: no-common-ligatures" class=""> result</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">&nbsp; &nbsp; }</span></div><div style="margin: 0px; line-height: normal;" class=""><span style="font-variant-ligatures: no-common-ligatures" class="">}</span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div></span></div><div class=""><span style="font-variant-ligatures: no-common-ligatures" class=""><br class=""></span></div></div></span></div><div class="">However, this doesn’t seem like a good design to me, as it requires copying the same code for each StorageType introduced.</div><div class=""><br class=""></div><div class=""><br class=""></div><div class="">Thanks!</div></body></html>