From c74d37bcd60078e4607de57f00360f83ce1b7d37 Mon Sep 17 00:00:00 2001
From: Jan Pfeifer <pfeifer@gmail.com>
Date: Thu, 3 Oct 2024 08:58:12 +0200
Subject: [PATCH] Added IsInfinite and PopulationCount operations.

---
 c/gomlx/xlabuilder/gen_op_types.h  |    2 +
 c/gomlx/xlabuilder/xlabuilder.cpp  |    6 +
 cmd/protoc_xla_protos/main.go      |    2 +-
 cmd/xlabuilder_codegen/go_ops.go   |    9 +-
 docs/CHANGELOG.md                  |    4 +
 protos/autotuning/autotuning.pb.go |  397 ++--
 protos/dnn/dnn.pb.go               |  461 +++--
 protos/xla/xla.pb.go               | 2771 +++++++++++++++-------------
 xlabuilder/gen_op_types.go         |    2 +
 xlabuilder/gen_simple_ops.go       |   26 +
 xlabuilder/gen_simple_ops_test.go  |    7 +
 xlabuilder/op_types.txt            |   10 +-
 xlabuilder/optype_string.go        |    6 +-
 13 files changed, 1987 insertions(+), 1716 deletions(-)

diff --git a/c/gomlx/xlabuilder/gen_op_types.h b/c/gomlx/xlabuilder/gen_op_types.h
index 1b7e0e3..cec1859 100644
--- a/c/gomlx/xlabuilder/gen_op_types.h
+++ b/c/gomlx/xlabuilder/gen_op_types.h
@@ -90,6 +90,8 @@ enum OpType {
   DynamicSliceOp,
   DynamicUpdateSliceOp,
   ErfOp,
+  IsFiniteOp,
+  PopulationCountOp,
 };
 
 #ifdef __cplusplus
diff --git a/c/gomlx/xlabuilder/xlabuilder.cpp b/c/gomlx/xlabuilder/xlabuilder.cpp
index b4a796e..6d5b771 100644
--- a/c/gomlx/xlabuilder/xlabuilder.cpp
+++ b/c/gomlx/xlabuilder/xlabuilder.cpp
@@ -532,6 +532,12 @@ XlaStatus *XlaBuilderAddOp(XlaBuilder *builder, SerializedOp *serialized_op) {
   case ErfOp:
     op = xla::Erf(*inputs[0]);
     break;
+  case IsFiniteOp:
+    op = xla::IsFinite(*inputs[0]);
+    break;
+  case PopulationCountOp:
+    op = xla::PopulationCount(*inputs[0]);
+    break;
 
   // Two-arguments ops
   case AddOp:
diff --git a/cmd/protoc_xla_protos/main.go b/cmd/protoc_xla_protos/main.go
index 5fb06c8..41fb942 100644
--- a/cmd/protoc_xla_protos/main.go
+++ b/cmd/protoc_xla_protos/main.go
@@ -25,7 +25,7 @@ const (
 )
 
 var protos = []string{
-	"third_party/tsl/tsl/protobuf/dnn.proto",
+	"xla/tsl/protobuf/dnn.proto",
 	"xla/autotune_results.proto",
 	"xla/autotuning.proto",
 	"xla/pjrt/compile_options.proto",
diff --git a/cmd/xlabuilder_codegen/go_ops.go b/cmd/xlabuilder_codegen/go_ops.go
index 215c058..8169602 100644
--- a/cmd/xlabuilder_codegen/go_ops.go
+++ b/cmd/xlabuilder_codegen/go_ops.go
@@ -111,9 +111,16 @@ func TestSimpleOps(t *testing.T) {
 	result, err = And(result, same)
 	require.NoError(t, err, "Failed to build And operation")
 
+	result, err = IsFinite(x)
+	require.NoError(t, err, "Failed to build IsFinite operation")
+	require.Equal(t, dtypes.Bool, result.Shape.DType, "IsFinite should return booleans") 
+
 	require.NoError(t, err, "Failed to build And operation")
 	i, err = Clz(i)
 	require.NoError(t, err, "Failed to build Clz operation")
+
+	i, err = PopulationCount(i)
+	require.NoError(t, err, "Failed to build PopulationCount operation")
 	same, err = Equal(i, i)
 	require.NoError(t, err, "Failed to build Equal operation")
 
@@ -149,7 +156,7 @@ func GenerateSimpleGoOps(opsInfo []OpInfo) {
 	fmt.Printf("Generated %q based on %q\n", fileName, OpTypesFileName)
 
 	// For testing we skip some that require special types.
-	skip := []string{"LogicalNot", "And", "Or", "Xor", "Dot", "Clz", "Real", "Imag", "Conj", "Complex"}
+	skip := []string{"LogicalNot", "And", "Or", "Xor", "Dot", "Clz", "Real", "Imag", "Conj", "Complex", "IsFinite", "PopulationCount"}
 	filteredOps := slices.DeleteFunc(opsInfo, func(info OpInfo) bool {
 		return slices.Index(skip, info.Name) != -1
 	})
diff --git a/docs/CHANGELOG.md b/docs/CHANGELOG.md
index 8c98474..f40bb49 100644
--- a/docs/CHANGELOG.md
+++ b/docs/CHANGELOG.md
@@ -1,3 +1,7 @@
+# v0.4.2 -  2024-10-03
+
+* Added `IsFinite` and `PopulationCount` operations.
+
 # v0.4.1 - 2024-09-28
 
 * Added memory layout information in buffer-to-host transfers: required for TPU.
diff --git a/protos/autotuning/autotuning.pb.go b/protos/autotuning/autotuning.pb.go
index 5ab1a64..004bef9 100644
--- a/protos/autotuning/autotuning.pb.go
+++ b/protos/autotuning/autotuning.pb.go
@@ -216,6 +216,7 @@ type AutotuneResult struct {
 	//	*AutotuneResult_Gemm
 	//	*AutotuneResult_Triton
 	//	*AutotuneResult_CudaConvPlan
+	//	*AutotuneResult_CustomKernelFusion
 	//	*AutotuneResult_Algorithm
 	Key isAutotuneResult_Key `protobuf_oneof:"key"`
 }
@@ -308,6 +309,13 @@ func (x *AutotuneResult) GetCudaConvPlan() *AutotuneResult_CudaConvPlanKey {
 	return nil
 }
 
+func (x *AutotuneResult) GetCustomKernelFusion() *AutotuneResult_CustomKernelFusionKey {
+	if x, ok := x.GetKey().(*AutotuneResult_CustomKernelFusion); ok {
+		return x.CustomKernelFusion
+	}
+	return nil
+}
+
 func (x *AutotuneResult) GetAlgorithm() *dnn.AlgorithmProto {
 	if x, ok := x.GetKey().(*AutotuneResult_Algorithm); ok {
 		return x.Algorithm
@@ -335,6 +343,10 @@ type AutotuneResult_CudaConvPlan struct {
 	CudaConvPlan *AutotuneResult_CudaConvPlanKey `protobuf:"bytes,15,opt,name=cuda_conv_plan,json=cudaConvPlan,proto3,oneof"`
 }
 
+type AutotuneResult_CustomKernelFusion struct {
+	CustomKernelFusion *AutotuneResult_CustomKernelFusionKey `protobuf:"bytes,18,opt,name=custom_kernel_fusion,json=customKernelFusion,proto3,oneof"`
+}
+
 type AutotuneResult_Algorithm struct {
 	Algorithm *dnn.AlgorithmProto `protobuf:"bytes,16,opt,name=algorithm,proto3,oneof"`
 }
@@ -347,6 +359,8 @@ func (*AutotuneResult_Triton) isAutotuneResult_Key() {}
 
 func (*AutotuneResult_CudaConvPlan) isAutotuneResult_Key() {}
 
+func (*AutotuneResult_CustomKernelFusion) isAutotuneResult_Key() {}
+
 func (*AutotuneResult_Algorithm) isAutotuneResult_Key() {}
 
 type AutotuningLog struct {
@@ -842,6 +856,53 @@ func (x *AutotuneResult_TritonGemmKey) GetNumCtas() int64 {
 	return 0
 }
 
+type AutotuneResult_CustomKernelFusionKey struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	KernelIndex int64 `protobuf:"varint,1,opt,name=kernel_index,json=kernelIndex,proto3" json:"kernel_index,omitempty"`
+}
+
+func (x *AutotuneResult_CustomKernelFusionKey) Reset() {
+	*x = AutotuneResult_CustomKernelFusionKey{}
+	if protoimpl.UnsafeEnabled {
+		mi := &file_xla_autotuning_proto_msgTypes[9]
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		ms.StoreMessageInfo(mi)
+	}
+}
+
+func (x *AutotuneResult_CustomKernelFusionKey) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*AutotuneResult_CustomKernelFusionKey) ProtoMessage() {}
+
+func (x *AutotuneResult_CustomKernelFusionKey) ProtoReflect() protoreflect.Message {
+	mi := &file_xla_autotuning_proto_msgTypes[9]
+	if protoimpl.UnsafeEnabled && x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use AutotuneResult_CustomKernelFusionKey.ProtoReflect.Descriptor instead.
+func (*AutotuneResult_CustomKernelFusionKey) Descriptor() ([]byte, []int) {
+	return file_xla_autotuning_proto_rawDescGZIP(), []int{2, 5}
+}
+
+func (x *AutotuneResult_CustomKernelFusionKey) GetKernelIndex() int64 {
+	if x != nil {
+		return x.KernelIndex
+	}
+	return 0
+}
+
 var File_xla_autotuning_proto protoreflect.FileDescriptor
 
 var file_xla_autotuning_proto_rawDesc = []byte{
@@ -850,131 +911,140 @@ var file_xla_autotuning_proto_rawDesc = []byte{
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 }
 
 var (
@@ -990,44 +1060,46 @@ func file_xla_autotuning_proto_rawDescGZIP() []byte {
 }
 
 var file_xla_autotuning_proto_enumTypes = make([]protoimpl.EnumInfo, 1)
-var file_xla_autotuning_proto_msgTypes = make([]protoimpl.MessageInfo, 9)
+var file_xla_autotuning_proto_msgTypes = make([]protoimpl.MessageInfo, 10)
 var file_xla_autotuning_proto_goTypes = []any{
-	(AutotuneResult_FailureKind)(0),        // 0: xla.AutotuneResult.FailureKind
-	(*CudnnVersion)(nil),                   // 1: xla.CudnnVersion
-	(*ComputeCapability)(nil),              // 2: xla.ComputeCapability
-	(*AutotuneResult)(nil),                 // 3: xla.AutotuneResult
-	(*AutotuningLog)(nil),                  // 4: xla.AutotuningLog
-	(*AutotuneResult_FailureResult)(nil),   // 5: xla.AutotuneResult.FailureResult
-	(*AutotuneResult_ConvKey)(nil),         // 6: xla.AutotuneResult.ConvKey
-	(*AutotuneResult_GemmKey)(nil),         // 7: xla.AutotuneResult.GemmKey
-	(*AutotuneResult_CudaConvPlanKey)(nil), // 8: xla.AutotuneResult.CudaConvPlanKey
-	(*AutotuneResult_TritonGemmKey)(nil),   // 9: xla.AutotuneResult.TritonGemmKey
-	(*durationpb.Duration)(nil),            // 10: google.protobuf.Duration
-	(*dnn.AlgorithmProto)(nil),             // 11: stream_executor.dnn.AlgorithmProto
-	(*anypb.Any)(nil),                      // 12: google.protobuf.Any
+	(AutotuneResult_FailureKind)(0),              // 0: xla.AutotuneResult.FailureKind
+	(*CudnnVersion)(nil),                         // 1: xla.CudnnVersion
+	(*ComputeCapability)(nil),                    // 2: xla.ComputeCapability
+	(*AutotuneResult)(nil),                       // 3: xla.AutotuneResult
+	(*AutotuningLog)(nil),                        // 4: xla.AutotuningLog
+	(*AutotuneResult_FailureResult)(nil),         // 5: xla.AutotuneResult.FailureResult
+	(*AutotuneResult_ConvKey)(nil),               // 6: xla.AutotuneResult.ConvKey
+	(*AutotuneResult_GemmKey)(nil),               // 7: xla.AutotuneResult.GemmKey
+	(*AutotuneResult_CudaConvPlanKey)(nil),       // 8: xla.AutotuneResult.CudaConvPlanKey
+	(*AutotuneResult_TritonGemmKey)(nil),         // 9: xla.AutotuneResult.TritonGemmKey
+	(*AutotuneResult_CustomKernelFusionKey)(nil), // 10: xla.AutotuneResult.CustomKernelFusionKey
+	(*durationpb.Duration)(nil),                  // 11: google.protobuf.Duration
+	(*dnn.AlgorithmProto)(nil),                   // 12: stream_executor.dnn.AlgorithmProto
+	(*anypb.Any)(nil),                            // 13: google.protobuf.Any
 }
 var file_xla_autotuning_proto_depIdxs = []int32{
-	10, // 0: xla.AutotuneResult.run_time:type_name -> google.protobuf.Duration
+	11, // 0: xla.AutotuneResult.run_time:type_name -> google.protobuf.Duration
 	5,  // 1: xla.AutotuneResult.failure:type_name -> xla.AutotuneResult.FailureResult
 	6,  // 2: xla.AutotuneResult.conv:type_name -> xla.AutotuneResult.ConvKey
 	7,  // 3: xla.AutotuneResult.gemm:type_name -> xla.AutotuneResult.GemmKey
 	9,  // 4: xla.AutotuneResult.triton:type_name -> xla.AutotuneResult.TritonGemmKey
 	8,  // 5: xla.AutotuneResult.cuda_conv_plan:type_name -> xla.AutotuneResult.CudaConvPlanKey
-	11, // 6: xla.AutotuneResult.algorithm:type_name -> stream_executor.dnn.AlgorithmProto
-	12, // 7: xla.AutotuningLog.instr:type_name -> google.protobuf.Any
-	3,  // 8: xla.AutotuningLog.results:type_name -> xla.AutotuneResult
-	1,  // 9: xla.AutotuningLog.cudnn_version:type_name -> xla.CudnnVersion
-	2,  // 10: xla.AutotuningLog.compute_capability:type_name -> xla.ComputeCapability
-	0,  // 11: xla.AutotuneResult.FailureResult.kind:type_name -> xla.AutotuneResult.FailureKind
-	6,  // 12: xla.AutotuneResult.FailureResult.reference_conv:type_name -> xla.AutotuneResult.ConvKey
-	7,  // 13: xla.AutotuneResult.FailureResult.reference_gemm:type_name -> xla.AutotuneResult.GemmKey
-	8,  // 14: xla.AutotuneResult.FailureResult.reference_cuda_conv_plan:type_name -> xla.AutotuneResult.CudaConvPlanKey
-	11, // 15: xla.AutotuneResult.FailureResult.reference_algorithm:type_name -> stream_executor.dnn.AlgorithmProto
-	16, // [16:16] is the sub-list for method output_type
-	16, // [16:16] is the sub-list for method input_type
-	16, // [16:16] is the sub-list for extension type_name
-	16, // [16:16] is the sub-list for extension extendee
-	0,  // [0:16] is the sub-list for field type_name
+	10, // 6: xla.AutotuneResult.custom_kernel_fusion:type_name -> xla.AutotuneResult.CustomKernelFusionKey
+	12, // 7: xla.AutotuneResult.algorithm:type_name -> stream_executor.dnn.AlgorithmProto
+	13, // 8: xla.AutotuningLog.instr:type_name -> google.protobuf.Any
+	3,  // 9: xla.AutotuningLog.results:type_name -> xla.AutotuneResult
+	1,  // 10: xla.AutotuningLog.cudnn_version:type_name -> xla.CudnnVersion
+	2,  // 11: xla.AutotuningLog.compute_capability:type_name -> xla.ComputeCapability
+	0,  // 12: xla.AutotuneResult.FailureResult.kind:type_name -> xla.AutotuneResult.FailureKind
+	6,  // 13: xla.AutotuneResult.FailureResult.reference_conv:type_name -> xla.AutotuneResult.ConvKey
+	7,  // 14: xla.AutotuneResult.FailureResult.reference_gemm:type_name -> xla.AutotuneResult.GemmKey
+	8,  // 15: xla.AutotuneResult.FailureResult.reference_cuda_conv_plan:type_name -> xla.AutotuneResult.CudaConvPlanKey
+	12, // 16: xla.AutotuneResult.FailureResult.reference_algorithm:type_name -> stream_executor.dnn.AlgorithmProto
+	17, // [17:17] is the sub-list for method output_type
+	17, // [17:17] is the sub-list for method input_type
+	17, // [17:17] is the sub-list for extension type_name
+	17, // [17:17] is the sub-list for extension extendee
+	0,  // [0:17] is the sub-list for field type_name
 }
 
 func init() { file_xla_autotuning_proto_init() }
@@ -1144,12 +1216,25 @@ func file_xla_autotuning_proto_init() {
 				return nil
 			}
 		}
+		file_xla_autotuning_proto_msgTypes[9].Exporter = func(v any, i int) any {
+			switch v := v.(*AutotuneResult_CustomKernelFusionKey); i {
+			case 0:
+				return &v.state
+			case 1:
+				return &v.sizeCache
+			case 2:
+				return &v.unknownFields
+			default:
+				return nil
+			}
+		}
 	}
 	file_xla_autotuning_proto_msgTypes[2].OneofWrappers = []any{
 		(*AutotuneResult_Conv)(nil),
 		(*AutotuneResult_Gemm)(nil),
 		(*AutotuneResult_Triton)(nil),
 		(*AutotuneResult_CudaConvPlan)(nil),
+		(*AutotuneResult_CustomKernelFusion)(nil),
 		(*AutotuneResult_Algorithm)(nil),
 	}
 	file_xla_autotuning_proto_msgTypes[4].OneofWrappers = []any{
@@ -1164,7 +1249,7 @@ func file_xla_autotuning_proto_init() {
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
 			RawDescriptor: file_xla_autotuning_proto_rawDesc,
 			NumEnums:      1,
-			NumMessages:   9,
+			NumMessages:   10,
 			NumExtensions: 0,
 			NumServices:   0,
 		},
diff --git a/protos/dnn/dnn.pb.go b/protos/dnn/dnn.pb.go
index 347c715..1239139 100644
--- a/protos/dnn/dnn.pb.go
+++ b/protos/dnn/dnn.pb.go
@@ -4,7 +4,7 @@
 // versions:
 // 	protoc-gen-go v1.34.2
 // 	protoc        v5.27.2
-// source: third_party/tsl/tsl/protobuf/dnn.proto
+// source: xla/tsl/protobuf/dnn.proto
 
 package dnn
 
@@ -87,11 +87,11 @@ func (x DataType) String() string {
 }
 
 func (DataType) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[0].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[0].Descriptor()
 }
 
 func (DataType) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[0]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[0]
 }
 
 func (x DataType) Number() protoreflect.EnumNumber {
@@ -100,7 +100,7 @@ func (x DataType) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use DataType.Descriptor instead.
 func (DataType) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{0}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{0}
 }
 
 // Describes how a convolution input or output layer's data is formatted.
@@ -158,11 +158,11 @@ func (x DataLayout) String() string {
 }
 
 func (DataLayout) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[1].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[1].Descriptor()
 }
 
 func (DataLayout) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[1]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[1]
 }
 
 func (x DataLayout) Number() protoreflect.EnumNumber {
@@ -171,7 +171,7 @@ func (x DataLayout) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use DataLayout.Descriptor instead.
 func (DataLayout) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{1}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{1}
 }
 
 // Describes how a convolution filter is laid out in the memory.
@@ -228,11 +228,11 @@ func (x FilterLayout) String() string {
 }
 
 func (FilterLayout) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[2].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[2].Descriptor()
 }
 
 func (FilterLayout) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[2]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[2]
 }
 
 func (x FilterLayout) Number() protoreflect.EnumNumber {
@@ -241,7 +241,7 @@ func (x FilterLayout) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use FilterLayout.Descriptor instead.
 func (FilterLayout) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{2}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{2}
 }
 
 // Describes a kind of non-linearity (threshold-like mathematical function).
@@ -309,11 +309,11 @@ func (x ActivationMode) String() string {
 }
 
 func (ActivationMode) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[3].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[3].Descriptor()
 }
 
 func (ActivationMode) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[3]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[3]
 }
 
 func (x ActivationMode) Number() protoreflect.EnumNumber {
@@ -322,7 +322,7 @@ func (x ActivationMode) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use ActivationMode.Descriptor instead.
 func (ActivationMode) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{3}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{3}
 }
 
 // Describe the math definition for the conv op. The popular behavior is
@@ -358,11 +358,11 @@ func (x ConvolutionMode) String() string {
 }
 
 func (ConvolutionMode) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[4].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[4].Descriptor()
 }
 
 func (ConvolutionMode) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[4]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[4]
 }
 
 func (x ConvolutionMode) Number() protoreflect.EnumNumber {
@@ -371,7 +371,7 @@ func (x ConvolutionMode) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use ConvolutionMode.Descriptor instead.
 func (ConvolutionMode) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{4}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{4}
 }
 
 type ConvolutionKind int32
@@ -416,11 +416,11 @@ func (x ConvolutionKind) String() string {
 }
 
 func (ConvolutionKind) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[5].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[5].Descriptor()
 }
 
 func (ConvolutionKind) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[5]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[5]
 }
 
 func (x ConvolutionKind) Number() protoreflect.EnumNumber {
@@ -429,7 +429,7 @@ func (x ConvolutionKind) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use ConvolutionKind.Descriptor instead.
 func (ConvolutionKind) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{5}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{5}
 }
 
 // NormKind kind
@@ -466,11 +466,11 @@ func (x NormKind) String() string {
 }
 
 func (NormKind) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[6].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[6].Descriptor()
 }
 
 func (NormKind) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[6]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[6]
 }
 
 func (x NormKind) Number() protoreflect.EnumNumber {
@@ -479,7 +479,7 @@ func (x NormKind) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use NormKind.Descriptor instead.
 func (NormKind) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{6}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{6}
 }
 
 // FusedMHAKind kind
@@ -516,11 +516,11 @@ func (x FusedMHAKind) String() string {
 }
 
 func (FusedMHAKind) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[7].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[7].Descriptor()
 }
 
 func (FusedMHAKind) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[7]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[7]
 }
 
 func (x FusedMHAKind) Number() protoreflect.EnumNumber {
@@ -529,7 +529,7 @@ func (x FusedMHAKind) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use FusedMHAKind.Descriptor instead.
 func (FusedMHAKind) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{7}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{7}
 }
 
 // FusedMHAMaskKind kind
@@ -572,11 +572,11 @@ func (x FMHAMaskKind) String() string {
 }
 
 func (FMHAMaskKind) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[8].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[8].Descriptor()
 }
 
 func (FMHAMaskKind) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[8]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[8]
 }
 
 func (x FMHAMaskKind) Number() protoreflect.EnumNumber {
@@ -585,7 +585,7 @@ func (x FMHAMaskKind) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use FMHAMaskKind.Descriptor instead.
 func (FMHAMaskKind) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{8}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{8}
 }
 
 type AlgorithmProto_MathType int32
@@ -620,11 +620,11 @@ func (x AlgorithmProto_MathType) String() string {
 }
 
 func (AlgorithmProto_MathType) Descriptor() protoreflect.EnumDescriptor {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[9].Descriptor()
+	return file_xla_tsl_protobuf_dnn_proto_enumTypes[9].Descriptor()
 }
 
 func (AlgorithmProto_MathType) Type() protoreflect.EnumType {
-	return &file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes[9]
+	return &file_xla_tsl_protobuf_dnn_proto_enumTypes[9]
 }
 
 func (x AlgorithmProto_MathType) Number() protoreflect.EnumNumber {
@@ -633,7 +633,7 @@ func (x AlgorithmProto_MathType) Number() protoreflect.EnumNumber {
 
 // Deprecated: Use AlgorithmProto_MathType.Descriptor instead.
 func (AlgorithmProto_MathType) EnumDescriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{1, 0}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{1, 0}
 }
 
 // Generic tensor representation.
@@ -654,7 +654,7 @@ type TensorDescriptorProto struct {
 func (x *TensorDescriptorProto) Reset() {
 	*x = TensorDescriptorProto{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[0]
+		mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[0]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -667,7 +667,7 @@ func (x *TensorDescriptorProto) String() string {
 func (*TensorDescriptorProto) ProtoMessage() {}
 
 func (x *TensorDescriptorProto) ProtoReflect() protoreflect.Message {
-	mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[0]
+	mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[0]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -680,7 +680,7 @@ func (x *TensorDescriptorProto) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use TensorDescriptorProto.ProtoReflect.Descriptor instead.
 func (*TensorDescriptorProto) Descriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{0}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{0}
 }
 
 func (x *TensorDescriptorProto) GetDimensions() []int64 {
@@ -763,7 +763,7 @@ type AlgorithmProto struct {
 func (x *AlgorithmProto) Reset() {
 	*x = AlgorithmProto{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[1]
+		mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[1]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -776,7 +776,7 @@ func (x *AlgorithmProto) String() string {
 func (*AlgorithmProto) ProtoMessage() {}
 
 func (x *AlgorithmProto) ProtoReflect() protoreflect.Message {
-	mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[1]
+	mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[1]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -789,7 +789,7 @@ func (x *AlgorithmProto) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use AlgorithmProto.ProtoReflect.Descriptor instead.
 func (*AlgorithmProto) Descriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{1}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{1}
 }
 
 func (x *AlgorithmProto) GetAlgoId() int64 {
@@ -855,7 +855,7 @@ type AlgorithmConfigProto struct {
 func (x *AlgorithmConfigProto) Reset() {
 	*x = AlgorithmConfigProto{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[2]
+		mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[2]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -868,7 +868,7 @@ func (x *AlgorithmConfigProto) String() string {
 func (*AlgorithmConfigProto) ProtoMessage() {}
 
 func (x *AlgorithmConfigProto) ProtoReflect() protoreflect.Message {
-	mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[2]
+	mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[2]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -881,7 +881,7 @@ func (x *AlgorithmConfigProto) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use AlgorithmConfigProto.ProtoReflect.Descriptor instead.
 func (*AlgorithmConfigProto) Descriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{2}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{2}
 }
 
 func (m *AlgorithmConfigProto) GetOptionalAlgorithm() isAlgorithmConfigProto_OptionalAlgorithm {
@@ -979,7 +979,7 @@ type ConvolutionDescriptorProto struct {
 func (x *ConvolutionDescriptorProto) Reset() {
 	*x = ConvolutionDescriptorProto{}
 	if protoimpl.UnsafeEnabled {
-		mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[3]
+		mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[3]
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		ms.StoreMessageInfo(mi)
 	}
@@ -992,7 +992,7 @@ func (x *ConvolutionDescriptorProto) String() string {
 func (*ConvolutionDescriptorProto) ProtoMessage() {}
 
 func (x *ConvolutionDescriptorProto) ProtoReflect() protoreflect.Message {
-	mi := &file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[3]
+	mi := &file_xla_tsl_protobuf_dnn_proto_msgTypes[3]
 	if protoimpl.UnsafeEnabled && x != nil {
 		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
 		if ms.LoadMessageInfo() == nil {
@@ -1005,7 +1005,7 @@ func (x *ConvolutionDescriptorProto) ProtoReflect() protoreflect.Message {
 
 // Deprecated: Use ConvolutionDescriptorProto.ProtoReflect.Descriptor instead.
 func (*ConvolutionDescriptorProto) Descriptor() ([]byte, []int) {
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{3}
+	return file_xla_tsl_protobuf_dnn_proto_rawDescGZIP(), []int{3}
 }
 
 func (x *ConvolutionDescriptorProto) GetPaddings() []int64 {
@@ -1057,184 +1057,183 @@ func (x *ConvolutionDescriptorProto) GetName() string {
 	return ""
 }
 
-var File_third_party_tsl_tsl_protobuf_dnn_proto protoreflect.FileDescriptor
-
-var file_third_party_tsl_tsl_protobuf_dnn_proto_rawDesc = []byte{
-	0x0a, 0x26, 0x74, 0x68, 0x69, 0x72, 0x64, 0x5f, 0x70, 0x61, 0x72, 0x74, 0x79, 0x2f, 0x74, 0x73,
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 }
 
 var (
-	file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescOnce sync.Once
-	file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescData = file_third_party_tsl_tsl_protobuf_dnn_proto_rawDesc
+	file_xla_tsl_protobuf_dnn_proto_rawDescOnce sync.Once
+	file_xla_tsl_protobuf_dnn_proto_rawDescData = file_xla_tsl_protobuf_dnn_proto_rawDesc
 )
 
-func file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescGZIP() []byte {
-	file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescOnce.Do(func() {
-		file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescData = protoimpl.X.CompressGZIP(file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescData)
+func file_xla_tsl_protobuf_dnn_proto_rawDescGZIP() []byte {
+	file_xla_tsl_protobuf_dnn_proto_rawDescOnce.Do(func() {
+		file_xla_tsl_protobuf_dnn_proto_rawDescData = protoimpl.X.CompressGZIP(file_xla_tsl_protobuf_dnn_proto_rawDescData)
 	})
-	return file_third_party_tsl_tsl_protobuf_dnn_proto_rawDescData
+	return file_xla_tsl_protobuf_dnn_proto_rawDescData
 }
 
-var file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes = make([]protoimpl.EnumInfo, 10)
-var file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes = make([]protoimpl.MessageInfo, 5)
-var file_third_party_tsl_tsl_protobuf_dnn_proto_goTypes = []any{
+var file_xla_tsl_protobuf_dnn_proto_enumTypes = make([]protoimpl.EnumInfo, 10)
+var file_xla_tsl_protobuf_dnn_proto_msgTypes = make([]protoimpl.MessageInfo, 5)
+var file_xla_tsl_protobuf_dnn_proto_goTypes = []any{
 	(DataType)(0),                      // 0: stream_executor.dnn.DataType
 	(DataLayout)(0),                    // 1: stream_executor.dnn.DataLayout
 	(FilterLayout)(0),                  // 2: stream_executor.dnn.FilterLayout
@@ -1252,7 +1251,7 @@ var file_third_party_tsl_tsl_protobuf_dnn_proto_goTypes = []any{
 	nil,                                // 14: stream_executor.dnn.AlgorithmProto.TuningKnobsEntry
 	(*wrapperspb.UInt64Value)(nil),     // 15: google.protobuf.UInt64Value
 }
-var file_third_party_tsl_tsl_protobuf_dnn_proto_depIdxs = []int32{
+var file_xla_tsl_protobuf_dnn_proto_depIdxs = []int32{
 	0,  // 0: stream_executor.dnn.TensorDescriptorProto.data_type:type_name -> stream_executor.dnn.DataType
 	1,  // 1: stream_executor.dnn.TensorDescriptorProto.data_layout:type_name -> stream_executor.dnn.DataLayout
 	2,  // 2: stream_executor.dnn.TensorDescriptorProto.filter_layout:type_name -> stream_executor.dnn.FilterLayout
@@ -1270,13 +1269,13 @@ var file_third_party_tsl_tsl_protobuf_dnn_proto_depIdxs = []int32{
 	0,  // [0:10] is the sub-list for field type_name
 }
 
-func init() { file_third_party_tsl_tsl_protobuf_dnn_proto_init() }
-func file_third_party_tsl_tsl_protobuf_dnn_proto_init() {
-	if File_third_party_tsl_tsl_protobuf_dnn_proto != nil {
+func init() { file_xla_tsl_protobuf_dnn_proto_init() }
+func file_xla_tsl_protobuf_dnn_proto_init() {
+	if File_xla_tsl_protobuf_dnn_proto != nil {
 		return
 	}
 	if !protoimpl.UnsafeEnabled {
-		file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[0].Exporter = func(v any, i int) any {
+		file_xla_tsl_protobuf_dnn_proto_msgTypes[0].Exporter = func(v any, i int) any {
 			switch v := v.(*TensorDescriptorProto); i {
 			case 0:
 				return &v.state
@@ -1288,7 +1287,7 @@ func file_third_party_tsl_tsl_protobuf_dnn_proto_init() {
 				return nil
 			}
 		}
-		file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[1].Exporter = func(v any, i int) any {
+		file_xla_tsl_protobuf_dnn_proto_msgTypes[1].Exporter = func(v any, i int) any {
 			switch v := v.(*AlgorithmProto); i {
 			case 0:
 				return &v.state
@@ -1300,7 +1299,7 @@ func file_third_party_tsl_tsl_protobuf_dnn_proto_init() {
 				return nil
 			}
 		}
-		file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[2].Exporter = func(v any, i int) any {
+		file_xla_tsl_protobuf_dnn_proto_msgTypes[2].Exporter = func(v any, i int) any {
 			switch v := v.(*AlgorithmConfigProto); i {
 			case 0:
 				return &v.state
@@ -1312,7 +1311,7 @@ func file_third_party_tsl_tsl_protobuf_dnn_proto_init() {
 				return nil
 			}
 		}
-		file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[3].Exporter = func(v any, i int) any {
+		file_xla_tsl_protobuf_dnn_proto_msgTypes[3].Exporter = func(v any, i int) any {
 			switch v := v.(*ConvolutionDescriptorProto); i {
 			case 0:
 				return &v.state
@@ -1325,11 +1324,11 @@ func file_third_party_tsl_tsl_protobuf_dnn_proto_init() {
 			}
 		}
 	}
-	file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[0].OneofWrappers = []any{
+	file_xla_tsl_protobuf_dnn_proto_msgTypes[0].OneofWrappers = []any{
 		(*TensorDescriptorProto_DataLayout)(nil),
 		(*TensorDescriptorProto_FilterLayout)(nil),
 	}
-	file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes[2].OneofWrappers = []any{
+	file_xla_tsl_protobuf_dnn_proto_msgTypes[2].OneofWrappers = []any{
 		(*AlgorithmConfigProto_Algorithm)(nil),
 		(*AlgorithmConfigProto_AlgorithmNoScratch)(nil),
 		(*AlgorithmConfigProto_ScratchSize)(nil),
@@ -1338,19 +1337,19 @@ func file_third_party_tsl_tsl_protobuf_dnn_proto_init() {
 	out := protoimpl.TypeBuilder{
 		File: protoimpl.DescBuilder{
 			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
-			RawDescriptor: file_third_party_tsl_tsl_protobuf_dnn_proto_rawDesc,
+			RawDescriptor: file_xla_tsl_protobuf_dnn_proto_rawDesc,
 			NumEnums:      10,
 			NumMessages:   5,
 			NumExtensions: 0,
 			NumServices:   0,
 		},
-		GoTypes:           file_third_party_tsl_tsl_protobuf_dnn_proto_goTypes,
-		DependencyIndexes: file_third_party_tsl_tsl_protobuf_dnn_proto_depIdxs,
-		EnumInfos:         file_third_party_tsl_tsl_protobuf_dnn_proto_enumTypes,
-		MessageInfos:      file_third_party_tsl_tsl_protobuf_dnn_proto_msgTypes,
+		GoTypes:           file_xla_tsl_protobuf_dnn_proto_goTypes,
+		DependencyIndexes: file_xla_tsl_protobuf_dnn_proto_depIdxs,
+		EnumInfos:         file_xla_tsl_protobuf_dnn_proto_enumTypes,
+		MessageInfos:      file_xla_tsl_protobuf_dnn_proto_msgTypes,
 	}.Build()
-	File_third_party_tsl_tsl_protobuf_dnn_proto = out.File
-	file_third_party_tsl_tsl_protobuf_dnn_proto_rawDesc = nil
-	file_third_party_tsl_tsl_protobuf_dnn_proto_goTypes = nil
-	file_third_party_tsl_tsl_protobuf_dnn_proto_depIdxs = nil
+	File_xla_tsl_protobuf_dnn_proto = out.File
+	file_xla_tsl_protobuf_dnn_proto_rawDesc = nil
+	file_xla_tsl_protobuf_dnn_proto_goTypes = nil
+	file_xla_tsl_protobuf_dnn_proto_depIdxs = nil
 }
diff --git a/protos/xla/xla.pb.go b/protos/xla/xla.pb.go
index 1e5d32d..79d6f00 100644
--- a/protos/xla/xla.pb.go
+++ b/protos/xla/xla.pb.go
@@ -346,6 +346,9 @@ const (
 	DebugOptions_WHILE_LOOP_UNROLLING_DOUBLE_BUFFER DebugOptions_WhileLoopUnrolling = 1
 	// Enables full loop unrolling using the same strategy as `DOUBLE_BUFFER`.
 	DebugOptions_WHILE_LOOP_UNROLLING_FULL_UNROLL DebugOptions_WhileLoopUnrolling = 2
+	// Enables loop unrolling when we have at least one collective within a
+	// while loop.
+	DebugOptions_WHILE_LOOP_UNROLLING_AUTO_UNROLL DebugOptions_WhileLoopUnrolling = 3
 )
 
 // Enum value maps for DebugOptions_WhileLoopUnrolling.
@@ -354,11 +357,13 @@ var (
 		0: "WHILE_LOOP_UNROLLING_NO_UNROLL",
 		1: "WHILE_LOOP_UNROLLING_DOUBLE_BUFFER",
 		2: "WHILE_LOOP_UNROLLING_FULL_UNROLL",
+		3: "WHILE_LOOP_UNROLLING_AUTO_UNROLL",
 	}
 	DebugOptions_WhileLoopUnrolling_value = map[string]int32{
 		"WHILE_LOOP_UNROLLING_NO_UNROLL":     0,
 		"WHILE_LOOP_UNROLLING_DOUBLE_BUFFER": 1,
 		"WHILE_LOOP_UNROLLING_FULL_UNROLL":   2,
+		"WHILE_LOOP_UNROLLING_AUTO_UNROLL":   3,
 	}
 )
 
@@ -604,6 +609,11 @@ type DebugOptions struct {
 	XlaCpuPreferVectorWidth int32 `protobuf:"varint,308,opt,name=xla_cpu_prefer_vector_width,json=xlaCpuPreferVectorWidth,proto3" json:"xla_cpu_prefer_vector_width,omitempty"`
 	// Specifies the behavior of per kernel autotuning cache.
 	XlaGpuExperimentalAutotuneCacheMode DebugOptions_AutotuneCacheMode `protobuf:"varint,324,opt,name=xla_gpu_experimental_autotune_cache_mode,json=xlaGpuExperimentalAutotuneCacheMode,proto3,enum=xla.DebugOptions_AutotuneCacheMode" json:"xla_gpu_experimental_autotune_cache_mode,omitempty"`
+	// Experimentally disables binary libraries in GPU compiler passes.
+	XlaGpuExperimentalDisableBinaryLibraries bool `protobuf:"varint,329,opt,name=xla_gpu_experimental_disable_binary_libraries,json=xlaGpuExperimentalDisableBinaryLibraries,proto3" json:"xla_gpu_experimental_disable_binary_libraries,omitempty"`
+	// Gates the experimental feature coupling the Triton Softmax pattern matcher
+	// with priority fusion.
+	XlaGpuExperimentalEnableTritonSoftmaxPriorityFusion bool `protobuf:"varint,325,opt,name=xla_gpu_experimental_enable_triton_softmax_priority_fusion,json=xlaGpuExperimentalEnableTritonSoftmaxPriorityFusion,proto3" json:"xla_gpu_experimental_enable_triton_softmax_priority_fusion,omitempty"`
 	// Internal debug/testing flag to switch Triton GEMM fusions on or off.
 	XlaGpuUnsupportedEnableTritonGemm bool `protobuf:"varint,322,opt,name=xla_gpu_unsupported_enable_triton_gemm,json=xlaGpuUnsupportedEnableTritonGemm,proto3" json:"xla_gpu_unsupported_enable_triton_gemm,omitempty"`
 	// Show addresses of HLO ops in graph dump.
@@ -904,11 +914,9 @@ type DebugOptions struct {
 	// Creates triton fusion for all supported gemms.
 	// To make sure only triton gemm is chosen by the autotuner run with
 	// `xla_gpu_cublas_fallback` set to false.
-	XlaGpuTritonGemmAny                     bool `protobuf:"varint,190,opt,name=xla_gpu_triton_gemm_any,json=xlaGpuTritonGemmAny,proto3" json:"xla_gpu_triton_gemm_any,omitempty"`
-	XlaGpuExhaustiveTilingSearch            bool `protobuf:"varint,219,opt,name=xla_gpu_exhaustive_tiling_search,json=xlaGpuExhaustiveTilingSearch,proto3" json:"xla_gpu_exhaustive_tiling_search,omitempty"`
-	XlaGpuEnableTritonSoftmaxFusion         bool `protobuf:"varint,220,opt,name=xla_gpu_enable_triton_softmax_fusion,json=xlaGpuEnableTritonSoftmaxFusion,proto3" json:"xla_gpu_enable_triton_softmax_fusion,omitempty"`
-	XlaGpuEnablePriorityFusion              bool `protobuf:"varint,221,opt,name=xla_gpu_enable_priority_fusion,json=xlaGpuEnablePriorityFusion,proto3" json:"xla_gpu_enable_priority_fusion,omitempty"`
-	XlaGpuEnableTritonSoftmaxPriorityFusion bool `protobuf:"varint,286,opt,name=xla_gpu_enable_triton_softmax_priority_fusion,json=xlaGpuEnableTritonSoftmaxPriorityFusion,proto3" json:"xla_gpu_enable_triton_softmax_priority_fusion,omitempty"`
+	XlaGpuTritonGemmAny          bool `protobuf:"varint,190,opt,name=xla_gpu_triton_gemm_any,json=xlaGpuTritonGemmAny,proto3" json:"xla_gpu_triton_gemm_any,omitempty"`
+	XlaGpuExhaustiveTilingSearch bool `protobuf:"varint,219,opt,name=xla_gpu_exhaustive_tiling_search,json=xlaGpuExhaustiveTilingSearch,proto3" json:"xla_gpu_exhaustive_tiling_search,omitempty"`
+	XlaGpuEnablePriorityFusion   bool `protobuf:"varint,221,opt,name=xla_gpu_enable_priority_fusion,json=xlaGpuEnablePriorityFusion,proto3" json:"xla_gpu_enable_priority_fusion,omitempty"`
 	// File to write autotune results to. It will be a binary file unless the name
 	// ends with .txt or .textproto. Warning: The results are written at every
 	// compilation, possibly multiple times per process. This only works on CUDA.
@@ -1106,6 +1114,22 @@ type DebugOptions struct {
 	// If true, XLA will wrap `dot` operations into async computations in an
 	// effort to parallelize matrix operations.
 	XlaGpuAsyncDot bool `protobuf:"varint,321,opt,name=xla_gpu_async_dot,json=xlaGpuAsyncDot,proto3" json:"xla_gpu_async_dot,omitempty"`
+	// Enables strict PGLE checking. If an FDO profile is specified and latency
+	// hiding scheduler encounters missing instructions in the profile
+	// compilation will halt.
+	XlaGpuEnablePgleAccuracyChecker bool `protobuf:"varint,326,opt,name=xla_gpu_enable_pgle_accuracy_checker,json=xlaGpuEnablePgleAccuracyChecker,proto3" json:"xla_gpu_enable_pgle_accuracy_checker,omitempty"`
+	// Timeouts for RendezvousSingle stuck warning and termination.
+	XlaGpuExecutableWarnStuckTimeoutSeconds int32 `protobuf:"varint,327,opt,name=xla_gpu_executable_warn_stuck_timeout_seconds,json=xlaGpuExecutableWarnStuckTimeoutSeconds,proto3" json:"xla_gpu_executable_warn_stuck_timeout_seconds,omitempty"`
+	XlaGpuExecutableTerminateTimeoutSeconds int32 `protobuf:"varint,328,opt,name=xla_gpu_executable_terminate_timeout_seconds,json=xlaGpuExecutableTerminateTimeoutSeconds,proto3" json:"xla_gpu_executable_terminate_timeout_seconds,omitempty"`
+	// Whether to ignore channel ids(including verifier channel id checks)
+	// for collectives in the given HLO.
+	XlaExperimentalIgnoreChannelId bool `protobuf:"varint,330,opt,name=xla_experimental_ignore_channel_id,json=xlaExperimentalIgnoreChannelId,proto3" json:"xla_experimental_ignore_channel_id,omitempty"`
+	// DotMerger pass threshold size to be used in MB.
+	XlaGpuDotMergerThresholdMb int32 `protobuf:"varint,331,opt,name=xla_gpu_dot_merger_threshold_mb,json=xlaGpuDotMergerThresholdMb,proto3" json:"xla_gpu_dot_merger_threshold_mb,omitempty"`
+	// If enabled, in the absence of user provided knobs might tune pass
+	// configurations based on the HLO. For example it decides to unroll the while
+	// loop by a factor of two if a collective op is present.
+	XlaGpuEnableHeuristicPassConfiguration bool `protobuf:"varint,332,opt,name=xla_gpu_enable_heuristic_pass_configuration,json=xlaGpuEnableHeuristicPassConfiguration,proto3" json:"xla_gpu_enable_heuristic_pass_configuration,omitempty"`
 	// Extra options to pass to the compilation backend (e.g. LLVM); specific
 	// interpretation of these values is left to the backend.
 	XlaBackendExtraOptions map[string]string `protobuf:"bytes,500,rep,name=xla_backend_extra_options,json=xlaBackendExtraOptions,proto3" json:"xla_backend_extra_options,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
@@ -1220,6 +1244,20 @@ func (x *DebugOptions) GetXlaGpuExperimentalAutotuneCacheMode() DebugOptions_Aut
 	return DebugOptions_AUTOTUNE_CACHE_MODE_UNSPECIFIED
 }
 
+func (x *DebugOptions) GetXlaGpuExperimentalDisableBinaryLibraries() bool {
+	if x != nil {
+		return x.XlaGpuExperimentalDisableBinaryLibraries
+	}
+	return false
+}
+
+func (x *DebugOptions) GetXlaGpuExperimentalEnableTritonSoftmaxPriorityFusion() bool {
+	if x != nil {
+		return x.XlaGpuExperimentalEnableTritonSoftmaxPriorityFusion
+	}
+	return false
+}
+
 func (x *DebugOptions) GetXlaGpuUnsupportedEnableTritonGemm() bool {
 	if x != nil {
 		return x.XlaGpuUnsupportedEnableTritonGemm
@@ -2067,13 +2105,6 @@ func (x *DebugOptions) GetXlaGpuExhaustiveTilingSearch() bool {
 	return false
 }
 
-func (x *DebugOptions) GetXlaGpuEnableTritonSoftmaxFusion() bool {
-	if x != nil {
-		return x.XlaGpuEnableTritonSoftmaxFusion
-	}
-	return false
-}
-
 func (x *DebugOptions) GetXlaGpuEnablePriorityFusion() bool {
 	if x != nil {
 		return x.XlaGpuEnablePriorityFusion
@@ -2081,13 +2112,6 @@ func (x *DebugOptions) GetXlaGpuEnablePriorityFusion() bool {
 	return false
 }
 
-func (x *DebugOptions) GetXlaGpuEnableTritonSoftmaxPriorityFusion() bool {
-	if x != nil {
-		return x.XlaGpuEnableTritonSoftmaxPriorityFusion
-	}
-	return false
-}
-
 func (x *DebugOptions) GetXlaGpuDumpAutotuneResultsTo() string {
 	if x != nil {
 		return x.XlaGpuDumpAutotuneResultsTo
@@ -2529,6 +2553,48 @@ func (x *DebugOptions) GetXlaGpuAsyncDot() bool {
 	return false
 }
 
+func (x *DebugOptions) GetXlaGpuEnablePgleAccuracyChecker() bool {
+	if x != nil {
+		return x.XlaGpuEnablePgleAccuracyChecker
+	}
+	return false
+}
+
+func (x *DebugOptions) GetXlaGpuExecutableWarnStuckTimeoutSeconds() int32 {
+	if x != nil {
+		return x.XlaGpuExecutableWarnStuckTimeoutSeconds
+	}
+	return 0
+}
+
+func (x *DebugOptions) GetXlaGpuExecutableTerminateTimeoutSeconds() int32 {
+	if x != nil {
+		return x.XlaGpuExecutableTerminateTimeoutSeconds
+	}
+	return 0
+}
+
+func (x *DebugOptions) GetXlaExperimentalIgnoreChannelId() bool {
+	if x != nil {
+		return x.XlaExperimentalIgnoreChannelId
+	}
+	return false
+}
+
+func (x *DebugOptions) GetXlaGpuDotMergerThresholdMb() int32 {
+	if x != nil {
+		return x.XlaGpuDotMergerThresholdMb
+	}
+	return 0
+}
+
+func (x *DebugOptions) GetXlaGpuEnableHeuristicPassConfiguration() bool {
+	if x != nil {
+		return x.XlaGpuEnableHeuristicPassConfiguration
+	}
+	return false
+}
+
 func (x *DebugOptions) GetXlaBackendExtraOptions() map[string]string {
 	if x != nil {
 		return x.XlaBackendExtraOptions
@@ -2939,27 +3005,31 @@ func (x *ExecutionOptions) GetUseShardyPartitioner() bool {
 // Serialization of HloModuleConfig. See the C++ class definition for
 // descriptions of each field.
 // There are no guarantees of backwards or forwards compatibility.
-// Next id: 35.
+// Next id: 36.
 type HloModuleConfigProto struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	EntryComputationLayout                   *xla_data.ProgramShapeProto                 `protobuf:"bytes,1,opt,name=entry_computation_layout,json=entryComputationLayout,proto3" json:"entry_computation_layout,omitempty"`
-	Seed                                     uint64                                      `protobuf:"varint,2,opt,name=seed,proto3" json:"seed,omitempty"`
-	LaunchId                                 int32                                       `protobuf:"varint,3,opt,name=launch_id,json=launchId,proto3" json:"launch_id,omitempty"`
-	ReplicaCount                             int64                                       `protobuf:"varint,4,opt,name=replica_count,json=replicaCount,proto3" json:"replica_count,omitempty"`
-	NumPartitions                            int64                                       `protobuf:"varint,5,opt,name=num_partitions,json=numPartitions,proto3" json:"num_partitions,omitempty"`
-	ParamRequiresBroadcastViaCollectives     []bool                                      `protobuf:"varint,6,rep,packed,name=param_requires_broadcast_via_collectives,json=paramRequiresBroadcastViaCollectives,proto3" json:"param_requires_broadcast_via_collectives,omitempty"`
-	UseSpmdPartitioning                      bool                                        `protobuf:"varint,7,opt,name=use_spmd_partitioning,json=useSpmdPartitioning,proto3" json:"use_spmd_partitioning,omitempty"`
-	UseAutoSpmdPartitioning                  bool                                        `protobuf:"varint,8,opt,name=use_auto_spmd_partitioning,json=useAutoSpmdPartitioning,proto3" json:"use_auto_spmd_partitioning,omitempty"`
-	AutoSpmdPartitioningMeshShape            []int64                                     `protobuf:"varint,9,rep,packed,name=auto_spmd_partitioning_mesh_shape,json=autoSpmdPartitioningMeshShape,proto3" json:"auto_spmd_partitioning_mesh_shape,omitempty"`
-	AutoSpmdPartitioningMeshIds              []int64                                     `protobuf:"varint,10,rep,packed,name=auto_spmd_partitioning_mesh_ids,json=autoSpmdPartitioningMeshIds,proto3" json:"auto_spmd_partitioning_mesh_ids,omitempty"`
-	DeduplicateHlo                           bool                                        `protobuf:"varint,11,opt,name=deduplicate_hlo,json=deduplicateHlo,proto3" json:"deduplicate_hlo,omitempty"`
-	IntraOpParallelismThreads                int64                                       `protobuf:"varint,12,opt,name=intra_op_parallelism_threads,json=intraOpParallelismThreads,proto3" json:"intra_op_parallelism_threads,omitempty"`
-	DeviceType                               string                                      `protobuf:"bytes,13,opt,name=device_type,json=deviceType,proto3" json:"device_type,omitempty"`
-	DebugOptions                             *DebugOptions                               `protobuf:"bytes,14,opt,name=debug_options,json=debugOptions,proto3" json:"debug_options,omitempty"`
-	StaticDeviceAssignment                   *xla_data.DeviceAssignmentProto             `protobuf:"bytes,15,opt,name=static_device_assignment,json=staticDeviceAssignment,proto3" json:"static_device_assignment,omitempty"`
+	EntryComputationLayout               *xla_data.ProgramShapeProto     `protobuf:"bytes,1,opt,name=entry_computation_layout,json=entryComputationLayout,proto3" json:"entry_computation_layout,omitempty"`
+	Seed                                 uint64                          `protobuf:"varint,2,opt,name=seed,proto3" json:"seed,omitempty"`
+	LaunchId                             int32                           `protobuf:"varint,3,opt,name=launch_id,json=launchId,proto3" json:"launch_id,omitempty"`
+	ReplicaCount                         int64                           `protobuf:"varint,4,opt,name=replica_count,json=replicaCount,proto3" json:"replica_count,omitempty"`
+	NumPartitions                        int64                           `protobuf:"varint,5,opt,name=num_partitions,json=numPartitions,proto3" json:"num_partitions,omitempty"`
+	ParamRequiresBroadcastViaCollectives []bool                          `protobuf:"varint,6,rep,packed,name=param_requires_broadcast_via_collectives,json=paramRequiresBroadcastViaCollectives,proto3" json:"param_requires_broadcast_via_collectives,omitempty"`
+	UseSpmdPartitioning                  bool                            `protobuf:"varint,7,opt,name=use_spmd_partitioning,json=useSpmdPartitioning,proto3" json:"use_spmd_partitioning,omitempty"`
+	UseAutoSpmdPartitioning              bool                            `protobuf:"varint,8,opt,name=use_auto_spmd_partitioning,json=useAutoSpmdPartitioning,proto3" json:"use_auto_spmd_partitioning,omitempty"`
+	AutoSpmdPartitioningMeshShape        []int64                         `protobuf:"varint,9,rep,packed,name=auto_spmd_partitioning_mesh_shape,json=autoSpmdPartitioningMeshShape,proto3" json:"auto_spmd_partitioning_mesh_shape,omitempty"`
+	AutoSpmdPartitioningMeshIds          []int64                         `protobuf:"varint,10,rep,packed,name=auto_spmd_partitioning_mesh_ids,json=autoSpmdPartitioningMeshIds,proto3" json:"auto_spmd_partitioning_mesh_ids,omitempty"`
+	DeduplicateHlo                       bool                            `protobuf:"varint,11,opt,name=deduplicate_hlo,json=deduplicateHlo,proto3" json:"deduplicate_hlo,omitempty"`
+	IntraOpParallelismThreads            int64                           `protobuf:"varint,12,opt,name=intra_op_parallelism_threads,json=intraOpParallelismThreads,proto3" json:"intra_op_parallelism_threads,omitempty"`
+	DeviceType                           string                          `protobuf:"bytes,13,opt,name=device_type,json=deviceType,proto3" json:"device_type,omitempty"`
+	DebugOptions                         *DebugOptions                   `protobuf:"bytes,14,opt,name=debug_options,json=debugOptions,proto3" json:"debug_options,omitempty"`
+	StaticDeviceAssignment               *xla_data.DeviceAssignmentProto `protobuf:"bytes,15,opt,name=static_device_assignment,json=staticDeviceAssignment,proto3" json:"static_device_assignment,omitempty"`
+	// The original device assignment before being changed by a simulator.
+	// Simulators, like HybridSim, may change the device assignment to a smaller
+	// topology, to make simulation easier.
+	PreSimulationDeviceAssignment            *xla_data.DeviceAssignmentProto             `protobuf:"bytes,35,opt,name=pre_simulation_device_assignment,json=preSimulationDeviceAssignment,proto3" json:"pre_simulation_device_assignment,omitempty"`
 	AllowSeparateShardingPrograms            bool                                        `protobuf:"varint,30,opt,name=allow_separate_sharding_programs,json=allowSeparateShardingPrograms,proto3" json:"allow_separate_sharding_programs,omitempty"`
 	ShardableValueUpdatePairs                []*ShardableValueUpdatePairProto            `protobuf:"bytes,16,rep,name=shardable_value_update_pairs,json=shardableValueUpdatePairs,proto3" json:"shardable_value_update_pairs,omitempty"`
 	AliasPassthroughParams                   bool                                        `protobuf:"varint,17,opt,name=alias_passthrough_params,json=aliasPassthroughParams,proto3" json:"alias_passthrough_params,omitempty"`
@@ -3117,6 +3187,13 @@ func (x *HloModuleConfigProto) GetStaticDeviceAssignment() *xla_data.DeviceAssig
 	return nil
 }
 
+func (x *HloModuleConfigProto) GetPreSimulationDeviceAssignment() *xla_data.DeviceAssignmentProto {
+	if x != nil {
+		return x.PreSimulationDeviceAssignment
+	}
+	return nil
+}
+
 func (x *HloModuleConfigProto) GetAllowSeparateShardingPrograms() bool {
 	if x != nil {
 		return x.AllowSeparateShardingPrograms
@@ -3591,1293 +3668,1338 @@ var file_xla_xla_proto_rawDesc = []byte{
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+	0x74, 0x6f, 0x33,
 }
 
 var (
@@ -4944,25 +5066,26 @@ var file_xla_xla_proto_depIdxs = []int32{
 	27, // 14: xla.HloModuleConfigProto.entry_computation_layout:type_name -> xla.ProgramShapeProto
 	9,  // 15: xla.HloModuleConfigProto.debug_options:type_name -> xla.DebugOptions
 	26, // 16: xla.HloModuleConfigProto.static_device_assignment:type_name -> xla.DeviceAssignmentProto
-	11, // 17: xla.HloModuleConfigProto.shardable_value_update_pairs:type_name -> xla.ShardableValueUpdatePairProto
-	7,  // 18: xla.HloModuleConfigProto.fusion_config_collection:type_name -> xla.HloModuleConfigProto.FusionConfigCollection
-	17, // 19: xla.HloModuleConfigProto.fusion_config:type_name -> xla.HloModuleConfigProto.BoolList
-	20, // 20: xla.HloModuleConfigProto.dot_config:type_name -> xla.HloModuleConfigProto.DotConfigEntry
-	19, // 21: xla.HloModuleConfigProto.layout_config:type_name -> xla.HloModuleConfigProto.Int64ListList
-	17, // 22: xla.HloModuleConfigProto.phase_ordering_config:type_name -> xla.HloModuleConfigProto.BoolList
-	21, // 23: xla.HloModuleConfigProto.analysis_allowance_map:type_name -> xla.HloModuleConfigProto.AnalysisAllowanceMapEntry
-	28, // 24: xla.HloModuleConfigProto.matrix_unit_operand_precision:type_name -> xla.PrecisionConfig.Precision
-	29, // 25: xla.HloModuleProtoWithConfig.hlo_module:type_name -> xla.HloModuleProto
-	13, // 26: xla.HloModuleProtoWithConfig.config:type_name -> xla.HloModuleConfigProto
-	22, // 27: xla.ScheduleProto.instructions:type_name -> xla.ScheduleProto.Instruction
-	29, // 28: xla.ScheduleProto.hlo_module:type_name -> xla.HloModuleProto
-	18, // 29: xla.HloModuleConfigProto.Int64ListList.lists:type_name -> xla.HloModuleConfigProto.Int64List
-	18, // 30: xla.HloModuleConfigProto.DotConfigEntry.value:type_name -> xla.HloModuleConfigProto.Int64List
-	31, // [31:31] is the sub-list for method output_type
-	31, // [31:31] is the sub-list for method input_type
-	31, // [31:31] is the sub-list for extension type_name
-	31, // [31:31] is the sub-list for extension extendee
-	0,  // [0:31] is the sub-list for field type_name
+	26, // 17: xla.HloModuleConfigProto.pre_simulation_device_assignment:type_name -> xla.DeviceAssignmentProto
+	11, // 18: xla.HloModuleConfigProto.shardable_value_update_pairs:type_name -> xla.ShardableValueUpdatePairProto
+	7,  // 19: xla.HloModuleConfigProto.fusion_config_collection:type_name -> xla.HloModuleConfigProto.FusionConfigCollection
+	17, // 20: xla.HloModuleConfigProto.fusion_config:type_name -> xla.HloModuleConfigProto.BoolList
+	20, // 21: xla.HloModuleConfigProto.dot_config:type_name -> xla.HloModuleConfigProto.DotConfigEntry
+	19, // 22: xla.HloModuleConfigProto.layout_config:type_name -> xla.HloModuleConfigProto.Int64ListList
+	17, // 23: xla.HloModuleConfigProto.phase_ordering_config:type_name -> xla.HloModuleConfigProto.BoolList
+	21, // 24: xla.HloModuleConfigProto.analysis_allowance_map:type_name -> xla.HloModuleConfigProto.AnalysisAllowanceMapEntry
+	28, // 25: xla.HloModuleConfigProto.matrix_unit_operand_precision:type_name -> xla.PrecisionConfig.Precision
+	29, // 26: xla.HloModuleProtoWithConfig.hlo_module:type_name -> xla.HloModuleProto
+	13, // 27: xla.HloModuleProtoWithConfig.config:type_name -> xla.HloModuleConfigProto
+	22, // 28: xla.ScheduleProto.instructions:type_name -> xla.ScheduleProto.Instruction
+	29, // 29: xla.ScheduleProto.hlo_module:type_name -> xla.HloModuleProto
+	18, // 30: xla.HloModuleConfigProto.Int64ListList.lists:type_name -> xla.HloModuleConfigProto.Int64List
+	18, // 31: xla.HloModuleConfigProto.DotConfigEntry.value:type_name -> xla.HloModuleConfigProto.Int64List
+	32, // [32:32] is the sub-list for method output_type
+	32, // [32:32] is the sub-list for method input_type
+	32, // [32:32] is the sub-list for extension type_name
+	32, // [32:32] is the sub-list for extension extendee
+	0,  // [0:32] is the sub-list for field type_name
 }
 
 func init() { file_xla_xla_proto_init() }
diff --git a/xlabuilder/gen_op_types.go b/xlabuilder/gen_op_types.go
index f0e8351..f2b6513 100644
--- a/xlabuilder/gen_op_types.go
+++ b/xlabuilder/gen_op_types.go
@@ -87,4 +87,6 @@ const (
 	DynamicSliceOp
 	DynamicUpdateSliceOp
 	ErfOp
+	IsFiniteOp
+	PopulationCountOp
 )
diff --git a/xlabuilder/gen_simple_ops.go b/xlabuilder/gen_simple_ops.go
index 0904fcf..b93371f 100644
--- a/xlabuilder/gen_simple_ops.go
+++ b/xlabuilder/gen_simple_ops.go
@@ -766,3 +766,29 @@ func Erf(x *Op) (*Op, error) {
 	}
 	return y, nil
 }
+
+// IsFinite tests whether each element of operand is finite, i.e., is not positive or negative infinity, and is not NaN.
+// It returns an array of boolean values with the same shape as the input, where each element is true if and only if
+// the corresponding input element is finite.
+// The op is created on the same XlaBuilder as used for x.
+func IsFinite(x *Op) (*Op, error) {
+	builder := x.builder
+	y := newOp(IsFiniteOp, x)
+	err := builder.addOp(y)
+	if err != nil {
+		return nil, err
+	}
+	return y, nil
+}
+
+// PopulationCount computes the number of bits set in each element of operand.
+// The op is created on the same XlaBuilder as used for x.
+func PopulationCount(x *Op) (*Op, error) {
+	builder := x.builder
+	y := newOp(PopulationCountOp, x)
+	err := builder.addOp(y)
+	if err != nil {
+		return nil, err
+	}
+	return y, nil
+}
diff --git a/xlabuilder/gen_simple_ops_test.go b/xlabuilder/gen_simple_ops_test.go
index 2185c98..b3be86c 100644
--- a/xlabuilder/gen_simple_ops_test.go
+++ b/xlabuilder/gen_simple_ops_test.go
@@ -186,9 +186,16 @@ func TestSimpleOps(t *testing.T) {
 	result, err = And(result, same)
 	require.NoError(t, err, "Failed to build And operation")
 
+	result, err = IsFinite(x)
+	require.NoError(t, err, "Failed to build IsFinite operation")
+	require.Equal(t, dtypes.Bool, result.Shape.DType, "IsFinite should return booleans")
+
 	require.NoError(t, err, "Failed to build And operation")
 	i, err = Clz(i)
 	require.NoError(t, err, "Failed to build Clz operation")
+
+	i, err = PopulationCount(i)
+	require.NoError(t, err, "Failed to build PopulationCount operation")
 	same, err = Equal(i, i)
 	require.NoError(t, err, "Failed to build Equal operation")
 
diff --git a/xlabuilder/op_types.txt b/xlabuilder/op_types.txt
index a7b39c5..b88408f 100644
--- a/xlabuilder/op_types.txt
+++ b/xlabuilder/op_types.txt
@@ -199,4 +199,12 @@ DynamicSlice:special
 DynamicUpdateSlice:special
 
 // Erf returns the "error function", defined as erf(x) = 2/Pi * \int_{0}^{x}{e^{-t^2}dt}.
-Erf:one
\ No newline at end of file
+Erf:one
+
+// IsFinite tests whether each element of operand is finite, i.e., is not positive or negative infinity, and is not NaN.
+// It returns an array of boolean values with the same shape as the input, where each element is true if and only if
+// the corresponding input element is finite.
+IsFinite:one
+
+// PopulationCount computes the number of bits set in each element of operand.
+PopulationCount:one
diff --git a/xlabuilder/optype_string.go b/xlabuilder/optype_string.go
index dac3e26..3a0001e 100644
--- a/xlabuilder/optype_string.go
+++ b/xlabuilder/optype_string.go
@@ -89,11 +89,13 @@ func _() {
 	_ = x[DynamicSliceOp-78]
 	_ = x[DynamicUpdateSliceOp-79]
 	_ = x[ErfOp-80]
+	_ = x[IsFiniteOp-81]
+	_ = x[PopulationCountOp-82]
 }
 
-const _OpType_name = "InvalidOpParameterOpIotaOpConstantOpIdentityOpConvertDTypeOpWhereOpTupleOpGetTupleElementOpReshapeOpBroadcastOpBroadcastInDimOpTransposeOpCallOpReduceOpReduceWindowOpConcatenateOpSliceOpArgMinMaxOpPadOpGatherOpScatterOpSelectAndScatterOpConvGeneralDilatedOpReverseOpDotGeneralOpFftOpBatchNormTrainingOpBatchNormInferenceOpBatchNormGradOpRngBitGeneratorOpWhileOpAbsOpNegOpExpOpExpm1OpFloorOpCeilOpRoundOpLogOpLog1pOpLogicalNotOpLogisticOpSignOpClzOpCosOpSinOpTanhOpSqrtOpRsqrtOpImagOpRealOpConjOpAddOpMulOpSubOpDivOpRemOpAndOpOrOpXorOpDotOpMinOpMaxOpPowOpComplexOpEqualOpNotEqualOpGreaterOrEqualOpGreaterThanOpLessOrEqualOpLessThanOpEqualTotalOrderOpNotEqualTotalOrderOpGreaterOrEqualTotalOrderOpGreaterThanTotalOrderOpLessOrEqualTotalOrderOpLessThanTotalOrderOpDynamicSliceOpDynamicUpdateSliceOpErfOp"
+const _OpType_name = "InvalidOpParameterOpIotaOpConstantOpIdentityOpConvertDTypeOpWhereOpTupleOpGetTupleElementOpReshapeOpBroadcastOpBroadcastInDimOpTransposeOpCallOpReduceOpReduceWindowOpConcatenateOpSliceOpArgMinMaxOpPadOpGatherOpScatterOpSelectAndScatterOpConvGeneralDilatedOpReverseOpDotGeneralOpFftOpBatchNormTrainingOpBatchNormInferenceOpBatchNormGradOpRngBitGeneratorOpWhileOpAbsOpNegOpExpOpExpm1OpFloorOpCeilOpRoundOpLogOpLog1pOpLogicalNotOpLogisticOpSignOpClzOpCosOpSinOpTanhOpSqrtOpRsqrtOpImagOpRealOpConjOpAddOpMulOpSubOpDivOpRemOpAndOpOrOpXorOpDotOpMinOpMaxOpPowOpComplexOpEqualOpNotEqualOpGreaterOrEqualOpGreaterThanOpLessOrEqualOpLessThanOpEqualTotalOrderOpNotEqualTotalOrderOpGreaterOrEqualTotalOrderOpGreaterThanTotalOrderOpLessOrEqualTotalOrderOpLessThanTotalOrderOpDynamicSliceOpDynamicUpdateSliceOpErfOpIsFiniteOpPopulationCountOp"
 
-var _OpType_index = [...]uint16{0, 9, 20, 26, 36, 46, 60, 67, 74, 91, 100, 111, 127, 138, 144, 152, 166, 179, 186, 197, 202, 210, 219, 237, 257, 266, 278, 283, 302, 322, 337, 354, 361, 366, 371, 376, 383, 390, 396, 403, 408, 415, 427, 437, 443, 448, 453, 458, 464, 470, 477, 483, 489, 495, 500, 505, 510, 515, 520, 525, 529, 534, 539, 544, 549, 554, 563, 570, 580, 596, 609, 622, 632, 649, 669, 695, 718, 741, 761, 775, 795, 800}
+var _OpType_index = [...]uint16{0, 9, 20, 26, 36, 46, 60, 67, 74, 91, 100, 111, 127, 138, 144, 152, 166, 179, 186, 197, 202, 210, 219, 237, 257, 266, 278, 283, 302, 322, 337, 354, 361, 366, 371, 376, 383, 390, 396, 403, 408, 415, 427, 437, 443, 448, 453, 458, 464, 470, 477, 483, 489, 495, 500, 505, 510, 515, 520, 525, 529, 534, 539, 544, 549, 554, 563, 570, 580, 596, 609, 622, 632, 649, 669, 695, 718, 741, 761, 775, 795, 800, 810, 827}
 
 func (i OpType) String() string {
 	if i < 0 || i >= OpType(len(_OpType_index)-1) {