diff --git a/src/backend/tensorflow/graph.jl b/src/backend/tensorflow/graph.jl
index 71499ac8..63c4f4e2 100644
--- a/src/backend/tensorflow/graph.jl
+++ b/src/backend/tensorflow/graph.jl
@@ -27,9 +27,11 @@ graph(::typeof(max), x, dim=nothing) = TensorFlow.reduce_max(x;axis=dim)
 graph(::typeof(all), x, dim=nothing) = TensorFlow.reduce_all(x;axis=dim)
 graph(::typeof(any), x, dim=nothing) = TensorFlow.reduce_any(x;axis=dim)
 graph(::typeof(mean), x, dim=nothing) = TensorFlow.reduce_mean(x;axis=dim)
+graph(::typeof(svd), x) = svd(x)
 
 for op in (*, .*, .+, .^, log, exp, ceil, floor, sqrt, abs, cos,
-           sin, tan, atan, asin, acos, tanh, lgamma, erf, erfc, real, imag, conj)
+           sin, tan, atan, asin, acos, tanh, lgamma, erf, erfc, real, imag, conj,
+           inv, det)
   @eval graph(::typeof($op), args...) = $op(args...)
 end
 
diff --git a/test/backend/tensorflow.jl b/test/backend/tensorflow.jl
index 00f45c95..178de761 100644
--- a/test/backend/tensorflow.jl
+++ b/test/backend/tensorflow.jl
@@ -23,4 +23,12 @@ test_anon(tf)
   @test run(sess, Y, Dict(X=>xs)) ≈ d(xs)
 end
 
+@testset "Ops" begin
+  A = randn(Float32,(5,5))
+  u,s,v = tf(@net x -> svd(x))(A)
+  @test A ≈ u*diagm(s)*transpose(v)
+  @test tf(@net x -> inv(x))(A) ≈ inv(A)
+  @test tf(@net x -> det(x))(A) ≈ det(A)
+end
+
 end