adds initialized value

tensorflow-ops/src/TensorFlow/Ops.hs

@@ -68,6 +68,7 @@ module TensorFlow.Ops
     , constant
     , CoreOps.equal
     , expandDims
+    , initializedValue
     , initializedVariable
     , zeroInitializedVariable
     , CoreOps.fill
@@ -111,7 +112,9 @@ import Data.Int (Int32, Int64)
 import Prelude hiding (abs, sum, concat)
 import Data.ProtoLens (def)
 import Data.Text.Encoding (encodeUtf8)
+import Data.Set (fromList)
 import Lens.Family2 ((.~), (&))
+import Lens.Family2.State.Strict (use)
 import Text.Printf (printf)
 import Proto.Tensorflow.Core.Framework.Tensor
     ( TensorProto
@@ -161,6 +164,18 @@ placeholder shape' =
             & opAttr "dtype" .~ tensorType (undefined :: a)
             & opAttr "shape" .~ shape'
 
+
+-- | Construct a tensor whose value is the initialized value of the given
+-- tensor.
+initializedValue :: forall a.  TensorType a 
+    => Tensor Ref a 
+    -> Build (Tensor Ref a)
+initializedValue t = do
+    ns <- use initializationNodes
+    -- Make this tensor depend on the initializers of the other.
+    withNodeDependencies (fromList ns) (render t)
+
+
 -- | Creates a variable initialized to the given value.
 -- Initialization happens next time session runs.
 initializedVariable :: forall a . TensorType a

tensorflow-ops/tensorflow-ops.cabal

@@ -42,6 +42,7 @@ Test-Suite BuildTest
                , google-shim
                , tensorflow
                , tensorflow-ops
+               , tensorflow-core-ops
                , tensorflow-proto
                , test-framework
                , test-framework-hunit

tensorflow-ops/tests/BuildTest.hs

@@ -43,10 +43,12 @@ import TensorFlow.Build
     )
 import TensorFlow.ControlFlow (named)
 import TensorFlow.Types (unScalar)
+import TensorFlow.GenOps.Core (identity)
 import TensorFlow.Ops
     ( add
     , assign
     , constant
+    , initializedValue
     , initializedVariable
     , variable
     )
@@ -109,7 +111,10 @@ testInitializedVariable =
 testInitializedVariableShape :: Test
 testInitializedVariableShape =
     testCase "testInitializedVariableShape" $ runSession $ do
-        vector <- build $ initializedVariable (constant [1] [42 :: Float])
+        vector <- build $ do
+                  a <- initializedVariable (constant [1] [42 :: Float])
+                  b <- initializedValue a
+                  return b
         result <- run vector
         liftIO $ [42] @=? (result :: V.Vector Float)
 

tensorflow/src/TensorFlow/Build.hs

@@ -59,6 +59,7 @@ module TensorFlow.Build
     , addSummary
     , SummaryTensor
     , collectAllSummaries
+    , initializationNodes
     ) where
 
 import Control.Monad.IO.Class (MonadIO(..))