Auto Reorder

Author: zjjott

.bazelrc

@@ -82,7 +82,7 @@ build --define tsl_protobuf_header_only=true
 
 build --define=use_fast_cpp_protos=true
 build --define=allow_oversize_protos=true
-
+build --incompatible_strict_action_env
 build --spawn_strategy=standalone
 build -c opt
 

xla/debug_options_flags.cc

@@ -149,6 +149,8 @@ DebugOptions DefaultDebugOptionsIgnoringFlags() {
   opts.set_xla_gpu_enable_latency_hiding_scheduler(false);
   opts.set_xla_gpu_lhs_enable_gpu_async_tracker(true);
   opts.set_xla_gpu_enable_analytical_latency_estimator(false);
+  opts.set_xla_gpu_enable_linear_program_scheduler(false);
+  
   opts.set_xla_gpu_pgle_profile_file_or_directory_path("");
   opts.set_xla_gpu_enable_highest_priority_async_stream(true);
 
@@ -1120,6 +1122,13 @@ void MakeDebugOptionsFlags(std::vector<tsl::Flag>* flag_list,
       debug_options->xla_gpu_enable_analytical_latency_estimator(),
       "Enable analytical latency estimator for latency-hiding scheduler for "
       "XLA:GPU"));
+  flag_list->push_back(tsl::Flag(
+      "xla_gpu_enable_linear_program_scheduler",
+      bool_setter_for(
+          &DebugOptions::set_xla_gpu_enable_linear_program_scheduler),
+      debug_options->xla_gpu_enable_linear_program_scheduler(),
+      "Enable linear program sheduler for better performance"
+      "XLA:GPU"));
   flag_list->push_back(tsl::Flag(
       "xla_gpu_pgle_profile_file_or_directory_path",
       string_setter_for(

xla/hlo/experimental/auto_reorder/BUILD

@@ -0,0 +1,100 @@
+load("@bazel_skylib//rules:build_test.bzl", "build_test")
+load("//xla:xla.bzl",  "xla_cc_test","xla_cc_binary")
+package(
+    # copybara:uncomment default_applicable_licenses = ["//tensorflow:license"],
+    default_visibility = [":friends"],
+)
+
+package_group(
+    name = "friends",
+    packages= [
+        # "//xla/hlo/experimental/auto_reorder",
+        "//xla/service/gpu/...",
+        "//xla/hlo/utils/...",
+    ],
+    
+)
+
+# Filegroup used to collect source files for dependency checking.
+filegroup(
+    name = "c_srcs",
+    data = glob([
+        "**/*.cc",
+        "**/*.h",
+    ]),
+)
+cc_library(
+    name = "auto_reorder_solver",
+    srcs = ["auto_reorder_solver.cc",
+    ],
+    hdrs = [
+        "auto_reorder_solver.h",
+    ],
+    deps = [
+        "//xla:statusor",
+        "//xla:util",
+        "//xla/hlo/ir:hlo",
+        "//xla/service:hlo_parser",
+        "//xla/hlo/utils:common_ortools_deps",
+        "@tsl//tsl/platform:statusor",
+        "@com_google_absl//absl/container:flat_hash_map",
+        "@com_google_absl//absl/container:flat_hash_set",
+        "@com_google_absl//absl/log",
+        "@com_google_absl//absl/log:check",
+        "@com_google_absl//absl/status",
+        "@com_google_absl//absl/strings",
+        "@com_google_absl//absl/time",
+        "@tsl//tsl/platform:hash",
+        "@tsl//tsl/platform:types",
+    ]
+)
+# All header files that are used in the build must be declared in
+#   the hdrs or srcs of cc_* rules.
+#   This is enforced.
+
+cc_library(
+    name = "auto_reorder",
+    srcs = [
+        "auto_reorder.cc",
+    ],
+    hdrs = [
+        "auto_reorder.h",
+        "auto_reorder_solver.h",
+    ],
+    visibility = ["//visibility:public"],
+    deps = [
+        "//xla/hlo/ir:hlo",
+        "//xla/service:hlo_parser",
+        "//xla/hlo/ir:hlo_module_group",
+        "//xla/service:hlo_pass",
+        "//xla/service:hlo_cost_analysis",
+        "//xla/service:latency_hiding_scheduler",
+        "//xla/service/gpu/model:gpu_hlo_cost_analysis",
+        "//xla/service/gpu/model:analytical_latency_estimator",
+        "//xla/service:backend",
+        "@com_google_absl//absl/strings",
+        "@tsl//tsl/platform:statusor",
+        ":auto_reorder_solver"
+    ],
+)
+
+xla_cc_test(
+    name = "auto_reorder_test",
+    srcs = ["auto_reorder_test.cc"],
+    deps = [
+        ":auto_reorder",
+        "//xla/hlo/ir:hlo",
+        "//xla/hlo/utils:hlo_matchers",
+        "//xla/service:hlo_parser",
+        "//xla/tests:hlo_test_base",
+        "//xla/tests:xla_internal_test_main",
+        "//xla/service:latency_hiding_scheduler",
+        "//xla/service/gpu:gpu_hlo_schedule",
+        "//xla/service:gpu_plugin",
+        "//xla/service/gpu:gpu_device_info_for_tests",
+        "@com_google_absl//absl/log",
+        "@com_google_googletest//:gtest",
+        "@tsl//tsl/lib/core:status_test_util",
+        "@tsl//tsl/platform:statusor",
+    ],
+)

xla/hlo/experimental/auto_reorder/README

@@ -0,0 +1,6 @@
+# Auto Reorder
+
+run tests
+```
+TF_CPP_MAX_VLOG_LEVEL=2 bazel run --compilation_mode=dbg xla/hlo/experimental/auto_reorder:auto_reorder_test --incompatible_strict_action_env --action_env=USE_CUDA --action_env=XLA_CUDA
+```