From 4198e27be8115585ad6b5b141383fb7dc7856c24 Mon Sep 17 00:00:00 2001
From: "A. Unique TensorFlower" <gardener@tensorflow.org>
Date: Fri, 27 Oct 2017 09:00:51 -0700
Subject: [XLA:CPU] [XLA:GPU] Adds compiler support for C64 primitive type,
 including relevant elementwise unary and binary op lowering for CPU and GPU.

We use a named LLVM struct "complex64", laid out the same as std::complex<float>. This named struct is accessed via the llvm::Module, which required changes to accessors of PrimitiveTypeToIrType & friends.

Ops that require atan2 (in particular, angle and log) are only supported on GPU at this point. LLVM lacks a CPU intrinsic for atan or atan2, whereas libdevice provides this for GPU.

PiperOrigin-RevId: 173676849
---
 tensorflow/compiler/xla/service/instruction_fusion.cc | 15 +++++++++++----
 1 file changed, 11 insertions(+), 4 deletions(-)

(limited to 'tensorflow/compiler/xla/service/instruction_fusion.cc')

diff --git a/tensorflow/compiler/xla/service/instruction_fusion.cc b/tensorflow/compiler/xla/service/instruction_fusion.cc
index 0271f41697..fae3ca8ad2 100644
--- a/tensorflow/compiler/xla/service/instruction_fusion.cc
+++ b/tensorflow/compiler/xla/service/instruction_fusion.cc
@@ -32,17 +32,16 @@ namespace xla {
     const HloInstruction& instruction) {
   switch (instruction.opcode()) {
     // Cheap instructions.
-    case HloOpcode::kAbs:
     case HloOpcode::kAdd:
     case HloOpcode::kBitcast:
     case HloOpcode::kBroadcast:
     case HloOpcode::kCeil:
     case HloOpcode::kClamp:
+    case HloOpcode::kComplex:
     case HloOpcode::kConcatenate:
     case HloOpcode::kConstant:
     case HloOpcode::kConvert:
     case HloOpcode::kCopy:
-    case HloOpcode::kCos:
     case HloOpcode::kDynamicSlice:
     case HloOpcode::kDynamicUpdateSlice:
     case HloOpcode::kEq:
@@ -50,6 +49,7 @@ namespace xla {
     case HloOpcode::kGe:
     case HloOpcode::kGetTupleElement:
     case HloOpcode::kGt:
+    case HloOpcode::kImag:
     case HloOpcode::kInfeed:
     case HloOpcode::kIsFinite:
     case HloOpcode::kLe:
@@ -64,6 +64,7 @@ namespace xla {
     case HloOpcode::kNegate:
     case HloOpcode::kOutfeed:
     case HloOpcode::kPad:
+    case HloOpcode::kReal:
     case HloOpcode::kReducePrecision:
     case HloOpcode::kReshape:
     case HloOpcode::kReverse:
@@ -72,15 +73,21 @@ namespace xla {
     case HloOpcode::kShiftLeft:
     case HloOpcode::kShiftRightArithmetic:
     case HloOpcode::kShiftRightLogical:
-    case HloOpcode::kSign:
-    case HloOpcode::kSin:
     case HloOpcode::kSlice:
     case HloOpcode::kSubtract:
     case HloOpcode::kTranspose:
     case HloOpcode::kTuple:
       return false;
 
+    // Cheap instructions for reals, but expensive for complex.
+    case HloOpcode::kAbs:
+    case HloOpcode::kCos:
+    case HloOpcode::kSign:
+    case HloOpcode::kSin:
+      return ShapeUtil::ElementIsComplex(instruction.shape());
+
     // Expensive instructions.
+    case HloOpcode::kAtan2:
     case HloOpcode::kBatchNormTraining:
     case HloOpcode::kBatchNormInference:
     case HloOpcode::kBatchNormGrad:
-- 
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