[XLA] Add HloBindings::ToString().

PiperOrigin-RevId: 184615306

diff --git a/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.cc b/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.cc
index dd4426c..0612103 100644 (file)
--- a/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.cc
+++ b/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.cc
@@ -22,12 +22,17 @@ limitations under the License.
 #include "tensorflow/compiler/xla/service/hlo_opcode.h"
 #include "tensorflow/compiler/xla/service/llvm_ir/llvm_util.h"
 #include "tensorflow/compiler/xla/service/llvm_ir/tuple_ops.h"
+#include "tensorflow/core/lib/strings/str_util.h"
+#include "tensorflow/core/lib/strings/strcat.h"
 #include "tensorflow/core/platform/logging.h"
 #include "tensorflow/core/platform/types.h"
 
 namespace xla {
 namespace gpu {
 
+using tensorflow::strings::StrAppend;
+using tensorflow::strings::StrCat;
+
 void HloToIrBindings::EmitBasePointersForHlos(
     tensorflow::gtl::ArraySlice<const HloInstruction*> io_hlos,
     tensorflow::gtl::ArraySlice<const HloInstruction*> non_io_hlos) {
@@ -227,5 +232,54 @@ void HloToIrBindings::UnbindAllLocalIrValues() {
   }
 }
 
+string HloToIrBindings::ToString() const {
+  string s = StrCat("** HloToIrBindings **\n");
+  StrAppend(&s, "  is_nested_=", is_nested_, "\n");
+  StrAppend(&s,
+            "  temp_buffer_base_=", llvm_ir::DumpToString(*temp_buffer_base_),
+            "\n");
+
+  if (base_ptrs_.empty()) {
+    return s;
+  }
+
+  // Iterate over all computations in the module in topological order, and print
+  // out the base pointers we have in each computation in topological order.
+  for (const HloComputation* computation :
+       base_ptrs_.begin()->first->GetModule()->MakeComputationPostOrder()) {
+    bool is_first = true;
+    for (const HloInstruction* instr :
+         computation->MakeInstructionPostOrder()) {
+      auto it = base_ptrs_.find(instr);
+      if (it == base_ptrs_.end()) {
+        continue;
+      }
+      if (is_first) {
+        StrAppend(&s, "  Base pointers for computation ", computation->name(),
+                  ":\n");
+        is_first = false;
+      }
+      StrAppend(&s, "    ", instr->ToString());
+
+      const ShapeTree<llvm::Value*>& shape_tree = it->second;
+      if (!ShapeUtil::IsTuple(instr->shape())) {
+        const llvm::Value* val = shape_tree.begin()->second;
+        StrAppend(&s, " -> ", llvm_ir::DumpToString(*val), "\n");
+        continue;
+      }
+
+      StrAppend(&s, "\n");
+      for (auto shape_it = shape_tree.begin(); shape_it != shape_tree.end();
+           ++shape_it) {
+        llvm::Value* val = shape_it->second;
+        StrAppend(&s, "      ", shape_it->first.ToString(), " -> ",
+                  (val != nullptr ? llvm_ir::DumpToString(*val) : "null"),
+                  "\n");
+      }
+    }
+  }
+  return s;
+}
+
 }  // namespace gpu
 }  // namespace xla

diff --git a/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.h b/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.h
index 62ae176..1fe7970 100644 (file)
--- a/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.h
+++ b/tensorflow/compiler/xla/service/gpu/hlo_to_ir_bindings.h
@@ -87,6 +87,8 @@ class HloToIrBindings {
                               const HloInstruction& consumer,
                               const ShapeIndex& shape_index = {});
 
+  string ToString() const;
+
  private:
   // Emits IR to resolve (possibly) recursive GetTupleElement instructions.
   llvm::Value* EmitGetTupleElement(const HloInstruction* gte,

diff --git a/tensorflow/compiler/xla/service/gpu/ir_emitter_unnested.cc b/tensorflow/compiler/xla/service/gpu/ir_emitter_unnested.cc
index 08fea34..c81dfbf 100644 (file)
--- a/tensorflow/compiler/xla/service/gpu/ir_emitter_unnested.cc
+++ b/tensorflow/compiler/xla/service/gpu/ir_emitter_unnested.cc
@@ -2271,6 +2271,8 @@ std::unique_ptr<Thunk> IrEmitterUnnested::BuildConditionalThunk(
 Status IrEmitterUnnested::EmitTargetElementLoopInThunk(
     const HloInstruction& hlo,
     const llvm_ir::ElementGenerator& element_generator, KernelThunk* thunk) {
+  VLOG(3) << bindings_.ToString();
+
   const Shape& element_shape = hlo.IsMultiOutputFusion()
                                    ? ShapeUtil::GetSubshape(hlo.shape(), {0})
                                    : hlo.shape();