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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.0 Transitional//EN" "http://www.w3.org/TR/xhtml1/DTD/xhtml1-transitional.dtd"><html xmlns="http://www.w3.org/1999/xhtml"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8" /><meta name="viewport" content="width=device-width, initial-scale=1" /><title>TensorFlow.Ops</title><link href="linuwial.css" rel="stylesheet" type="text/css" title="Linuwial" /><link rel="stylesheet" type="text/css" href="quick-jump.css" /><link rel="stylesheet" type="text/css" href="https://fonts.googleapis.com/css?family=PT+Sans:400,400i,700" /><script src="haddock-bundle.min.js" async="async" type="text/javascript"></script><script type="text/x-mathjax-config">MathJax.Hub.Config({ tex2jax: { processClass: "mathjax", ignoreClass: ".*" } });</script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_HTMLorMML" type="text/javascript"></script></head><body><div id="package-header"><span class="caption">tensorflow-ops-0.3.0.0: Friendly layer around TensorFlow bindings.</span><ul class="links" id="page-menu"><li><a href="src/TensorFlow.Ops.html">Source</a></li><li><a href="index.html">Contents</a></li><li><a href="doc-index.html">Index</a></li></ul></div><div id="content"><div id="module-header"><table class="info"><tr><th>Safe Haskell</th><td>None</td></tr><tr><th>Language</th><td>Haskell2010</td></tr></table><p class="caption">TensorFlow.Ops</p></div><div id="table-of-contents"><div id="contents-list"><p class="caption" onclick="window.scrollTo(0,0)">Contents</p><ul><li><a href="#section.orphans">Orphan instances</a></li></ul></div></div><div id="description"><p class="caption">Description</p><div class="doc"><p>This module contains definitions for some built-in TensorFlow operations.</p><p>Note that certain, "stateful" ops like <code>variable</code> and <code>assign</code> return a
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<code><a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a></code> action (e.g., <code>Build (Tensor Ref a)</code> instead of a pure value; the
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returned <code><a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a></code>s are always rendered in the current <code><a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a></code> context. This
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approach helps us avoid problems with inlining or common subexpression
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elimination, by writing</p><pre>do
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v <- variable []
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w <- assign v 3
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render $ w * w</pre><p>instead of</p><pre>let
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v = variable []
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w = assign v 3
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in w * w</pre><p>since the latter could be reasonably transformed by the compiler into (or
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vice versa)</p><pre>let
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v = variable []
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w = assign v 3
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w' = assign v 3
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in w * w'</pre><p>Ops should return a <code><a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a></code> action if their original <code>OpDef</code> marks them as
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stateful, or if they take any Refs as input. (This mirrors the rules that
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TensorFlow uses to avoid common subexpression elimination.)</p></div></div><div id="synopsis"><details id="syn"><summary>Synopsis</summary><ul class="details-toggle" data-details-id="syn"><li class="src short"><a href="#v:add">add</a> :: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) (v'2 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t. <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>, <a href="../bytestring-0.10.10.1/Data-ByteString.html#t:ByteString" title="Data.ByteString">ByteString</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int16" title="Data.Int">Int16</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.Int">Int64</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int8" title="Data.Int">Int8</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word16" title="Data.Word">Word16</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word8" title="Data.Word">Word8</a>, <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>] t => <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'1 t -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'2 t -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> t</li><li class="src short"><a href="#v:add-39-">add'</a> :: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) (v'2 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t. <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>, <a href="../bytestring-0.10.10.1/Data-ByteString.html#t:ByteString" title="Data.ByteString">ByteString</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int16" title="Data.Int">Int16</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.Int">Int64</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int8" title="Data.Int">Int8</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word16" title="Data.Word">Word16</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word8" title="Data.Word">Word8</a>, <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>] t => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'1 t -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="Tensor
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element 1: index (0, ..., 1)
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...</p></div></div><div class="top"><p class="src"><a id="v:constant-39-" class="def">constant'</a> :: <span class="keyword">forall</span> a. <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:Shape" title="TensorFlow.Types">Shape</a> -> [a] -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> a <a href="src/TensorFlow.Ops.html#constant%27" class="link">Source</a> <a href="#v:constant-39-" class="selflink">#</a></p></div><div class="top"><p class="src"><a id="v:equal" class="def">equal</a> <a href="#v:equal" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) (v'2 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t. <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>, <a href="../base-4.13.0.0/Data-Bool.html#t:Bool" title="Data.Bool">Bool</a>, <a href="../bytestring-0.10.10.1/Data-ByteString.html#t:ByteString" title="Data.ByteString">ByteString</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int16" title="Data.Int">Int16</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.Int">Int64</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int8" title="Data.Int">Int8</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word16" title="Data.Word">Word16</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word32" title="Data.Word">Word32</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word64" title="Data.Word">Word64</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word8" title="Data.Word">Word8</a>, <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>] t</td><td class="doc empty"> </td></tr><tr><td class="src">=> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'1 t</td><td class="doc"><p><strong>x</strong></p></td></tr><tr><td class="src">-> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'2 t</td><td class="doc"><p><strong>y</strong></p></td></tr><tr><td class="src">-> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> <a href="../base-4.13.0.0/Data-Bool.html#t:Bool" title="Data.Bool">Bool</a></td><td class="doc"><p><strong>z</strong></p></td></tr></table></div><div class="doc empty"> </div></div><div class="top"><p class="src"><a id="v:equal-39-" class="def">equal'</a> <a href="#v:equal-39-" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) (v'2 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="
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Initialization happens next time session runs.</p></div></div><div class="top"><p class="src"><a id="v:initializedVariable-39-" class="def">initializedVariable'</a> :: (<a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:MonadBuild" title="TensorFlow.Build">MonadBuild</a> m, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a) => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> m (<a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Ref" title="TensorFlow.Tensor">Ref</a> a) <a href="src/TensorFlow.Ops.html#initializedVariable%27" class="link">Source</a> <a href="#v:initializedVariable-39-" class="selflink">#</a></p></div><div class="top"><p class="src"><a id="v:zeroInitializedVariable" class="def">zeroInitializedVariable</a> :: (<a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:MonadBuild" title="TensorFlow.Build">MonadBuild</a> m, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a, <a href="../base-4.13.0.0/Prelude.html#t:Num" title="Prelude">Num</a> a) => <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:Shape" title="TensorFlow.Types">Shape</a> -> m (<a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Ref" title="TensorFlow.Tensor">Ref</a> a) <a href="src/TensorFlow.Ops.html#zeroInitializedVariable" class="link">Source</a> <a href="#v:zeroInitializedVariable" class="selflink">#</a></p><div class="doc"><p>Creates a zero-initialized variable with the given shape.</p></div></div><div class="top"><p class="src"><a id="v:zeroInitializedVariable-39-" class="def">zeroInitializedVariable'</a> :: (<a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:MonadBuild" title="TensorFlow.Build">MonadBuild</a> m, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a, <a href="../base-4.13.0.0/Prelude.html#t:Num" title="Prelude">Num</a> a) => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:Shape" title="TensorFlow.Types">Shape</a> -> m (<a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Ref" title="TensorFlow.Tensor">Ref</a> a) <a href="src/TensorFlow.Ops.html#zeroInitializedVariable%27" class="link">Source</a> <a href="#v:zeroInitializedVariable-39-" class="selflink">#</a></p></div><div class="top"><p class="src"><a id="v:fill" class="def">fill</a> <a href="#v:fill" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) (v'2 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t index_type. (<a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> t, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.Int">Int64</a>] index_type)</td><td class="doc empty"> </td></tr><tr><td class="src">=> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'1 index_type</td><td class="doc"><p><strong>dims
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See <code><a href="../tensorflow-core-ops-0.3.0.0/TensorFlow-GenOps-Core.html#v:mean" title="TensorFlow.GenOps.Core">mean</a></code></p></div></div><div class="top"><p class="src"><a id="v:reduceMean-39-" class="def">reduceMean'</a> :: (<a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>, <a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>, <a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>] a) => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> a <a href="src/TensorFlow.Ops.html#reduceMean%27" class="link">Source</a> <a href="#v:reduceMean-39-" class="selflink">#</a></p></div><div class="top"><p class="src"><a id="v:relu" class="def">relu</a> <a href="#v:relu" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t. <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Data-Int.html#t:Int16" title="Data.Int">Int16</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.Int">Int64</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int8" title="Data.Int">Int8</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word16" title="Data.Word">Word16</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word32" title="Data.Word">Word32</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word64" title="Data.Word">Word64</a>, <a href="../base-4.13.0.0/Data-Word.html#t:Word8" title="Data.Word">Word8</a>, <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>] t</td><td class="doc empty"> </td></tr><tr><td class="src">=> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'1 t</td><td class="doc"><p><strong>features</strong></p></td></tr><tr><td class="src">-> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> t</td><td class="doc"><p><strong>activations</strong></p></td></tr></table></div><div class="doc empty"> </div></div><div class="top"><p class="src"><a id="v:relu-39-" class="def">relu'</a> <a href="#v:relu-39-" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t. <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Data-Int.html#t:Int16" title="Data.Int">Int16</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.
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tensor name than the variable.</p></div></div><div class="top"><p class="src"><a id="v:save" class="def">save</a> <a href="src/TensorFlow.Ops.html#save" class="link">Source</a> <a href="#v:save" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> a m v. (<a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Rendered" title="TensorFlow.Tensor">Rendered</a> (<a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v), <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:MonadBuild" title="TensorFlow.Build">MonadBuild</a> m, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a)</td><td class="doc empty"> </td></tr><tr><td class="src">=> <a href="../bytestring-0.10.10.1/Data-ByteString.html#t:ByteString" title="Data.ByteString">ByteString</a></td><td class="doc"><p>File path.</p></td></tr><tr><td class="src">-> [<a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a]</td><td class="doc"><p>Tensors to save.</p></td></tr><tr><td class="src">-> m <a href="../tensorflow-0.3.0.0/TensorFlow-Output.html#t:ControlNode" title="TensorFlow.Output">ControlNode</a></td><td class="doc empty"> </td></tr></table></div></div><div class="top"><p class="src"><a id="v:scalar" class="def">scalar</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a => a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> a <a href="src/TensorFlow.Ops.html#scalar" class="link">Source</a> <a href="#v:scalar" class="selflink">#</a></p><div class="doc"><p>Create a constant scalar.</p></div></div><div class="top"><p class="src"><a id="v:scalar-39-" class="def">scalar'</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> a => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> a <a href="src/TensorFlow.Ops.html#scalar%27" class="link">Source</a> <a href="#v:scalar-39-" class="selflink">#</a></p></div><div class="top"><p class="src"><a id="v:shape" class="def">shape</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> t => <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v t -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a> <a href="src/TensorFlow.Ops.html#shape" class="link">Source</a> <a href="#v:shape" class="selflink">#</a></p></div><div class="top"><p class="src"><a id="v:shape-39-" class="def">shape'</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> t => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v t -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a> <a href="src/TensorFlow.Ops.html#shape%27" class="link">Source</a> <a href="#v:shape-39-" class="selflink">#</
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Seee <code><a href="../tensorflow-core-ops-0.3.0.0/TensorFlow-GenOps-Core.html#v:sum" title="TensorFlow.GenOps.Core">sum</a></code></p></div></div><div class="top"><p class="src"><a id="v:reduceSum-39-" class="def">reduceSum'</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>, <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.Int">Int64</a>, <a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Float" title="Prelude">Float</a>, <a href="../base-4.13.0.0/Data-Complex.html#t:Complex" title="Data.Complex">Complex</a> <a href="../base-4.13.0.0/Prelude.html#t:Double" title="Prelude">Double</a>] a => <a href="../tensorflow-0.3.0.0/TensorFlow-BuildOp.html#t:OpParams" title="TensorFlow.BuildOp">OpParams</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> a <a href="src/TensorFlow.Ops.html#reduceSum%27" class="link">Source</a> <a href="#v:reduceSum-39-" class="selflink">#</a></p></div><div class="top"><p class="src"><a id="v:transpose" class="def">transpose</a> <a href="#v:transpose" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) (v'2 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t tperm. (<a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> t, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0.0/Data-Int.html#t:Int32" title="Data.Int">Int32</a>, <a href="../base-4.13.0.0/Data-Int.html#t:Int64" title="Data.Int">Int64</a>] tperm)</td><td class="doc empty"> </td></tr><tr><td class="src">=> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'1 t</td><td class="doc"><p><strong>x</strong></p></td></tr><tr><td class="src">-> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v'2 tperm</td><td class="doc"><p><strong>perm</strong></p></td></tr><tr><td class="src">-> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> <a href="../tensorflow-0.3.0.0/TensorFlow-Build.html#t:Build" title="TensorFlow.Build">Build</a> t</td><td class="doc"><p><strong>y</strong></p></td></tr></table></div><div class="doc empty"> </div></div><div class="top"><p class="src"><a id="v:transpose-39-" class="def">transpose'</a> <a href="#v:transpose-39-" class="selflink">#</a></p><div class="subs arguments"><p class="caption">Arguments</p><table><tr><td class="src">:: <span class="keyword">forall</span> (v'1 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) (v'2 :: <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a> -> <a href="../base-4.13.0.0/Data-Kind.html#t:Type" title="Data.Kind">Type</a>) t tperm. (<a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:TensorType" title="TensorFlow.Types">TensorType</a> t, <a href="../tensorflow-0.3.0.0/TensorFlow-Types.html#t:OneOf" title="TensorFlow.Types">OneOf</a> '[<a href="../base-4.13.0
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and Tensor.</p><p>The indirect constraint "v ~ Value" helps disambiguate types, for example in
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"neg 1 :: Tensor Value Float", it helps find the type of the subexpression
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"1".</p></td></tr><tr><td colspan="2"><details id="i:o:ic:Num:Num:1"><summary class="hide-when-js-enabled">Instance details</summary><p></p> <div class="subs methods"><p class="caption">Methods</p><p class="src"><a href="#v:-43-">(+)</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a <a href="#v:-43-" class="selflink">#</a></p><p class="src"><a href="#v:-45-">(-)</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a <a href="#v:-45-" class="selflink">#</a></p><p class="src"><a href="#v:-42-">(*)</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a <a href="#v:-42-" class="selflink">#</a></p><p class="src"><a href="#v:negate">negate</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a <a href="#v:negate" class="selflink">#</a></p><p class="src"><a href="#v:abs">abs</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a <a href="#v:abs" class="selflink">#</a></p><p class="src"><a href="#v:signum">signum</a> :: <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a <a href="#v:signum" class="selflink">#</a></p><p class="src"><a href="#v:fromInteger">fromInteger</a> :: <a href="../base-4.13.0.0/Prelude.html#t:Integer" title="Prelude">Integer</a> -> <a href="../tensorflow-0.3.0.0/TensorFlow-Tensor.html#t:Tensor" title="TensorFlow.Tensor">Tensor</a> v a <a href="#v:fromInteger" class="selflink">#</a></p></div></details></td></tr></table></div></div></div><div id="footer"><p>Produced by <a href="http://www.haskell.org/haddock/">Haddock</a> version 2.23.0</p></div></body></html>
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