wehub-resource-sync
736 lines
27 KiB
Python
736 lines
27 KiB
Python
load("@llvm-project//mlir:tblgen.bzl", "gentbl_cc_library", "td_library")
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load("@rules_cc//cc:cc_library.bzl", "cc_library")
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load("@rules_python//python:proto.bzl", "py_proto_library")
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load("//tensorflow:tensorflow.bzl", "tf_cc_binary", "tf_cc_test")
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load("//tensorflow:tensorflow.default.bzl", "get_compatible_with_portable")
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load("//tensorflow/compiler/mlir/quantization/stablehlo:internal_visibility_allowlist.bzl", "internal_visibility_allowlist")
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load("//tensorflow/core/platform:build_config.bzl", "tf_proto_library")
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package_group(
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name = "internal_visibility_allowlist_package",
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packages = [
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"//learning/brain/mlir/quantization/stablehlo/python/integration_test/...",
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"//tensorflow/compiler/mlir/lite/...",
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"//tensorflow/compiler/mlir/quantization/...",
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"//tensorflow/compiler/mlir/tf2xla/transforms/...",
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"//tensorflow/lite/...",
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"//third_party/cloud_tpu/inference_converter/...", # TPU Inference Converter V1
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"//waymo/ml/compiler/mlir/...",
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] + internal_visibility_allowlist(),
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)
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package(
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# copybara:uncomment default_applicable_licenses = ["@stablehlo//:license"],
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default_visibility = [
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":internal_visibility_allowlist_package",
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"//tensorflow:__pkg__",
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"//third_party/py/orbax:__subpackages__",
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],
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licenses = ["notice"],
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)
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gentbl_cc_library(
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name = "stablehlo_passes_inc_gen",
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compatible_with = get_compatible_with_portable(),
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tbl_outs = {"passes/passes.h.inc": [
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"-gen-pass-decls",
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]},
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "passes/passes.td",
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deps = [
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"@llvm-project//mlir:PassBaseTdFiles",
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],
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)
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cc_library(
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name = "passes",
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srcs = [
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"passes/convert_func_to_bfloat16.cc",
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"passes/convert_shape_constraint_to_assert.cc",
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"passes/convert_xla_call_module_op_to_bfloat16.cc",
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"passes/defer_activation_transpose.cc",
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"passes/fold_constant_transpose.cc",
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"passes/insert_calibration_statistics_saver.cc",
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"passes/insert_weight_param.cc",
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"passes/lift_quantizable_spots_as_functions.cc",
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"passes/lift_quantizable_spots_as_functions_fusion.inc",
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"passes/lift_quantizable_spots_as_functions_simple.inc",
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"passes/merge_fusion_with_dequantize.cc",
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"passes/nchw_convolution_to_nhwc.cc",
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"passes/optimize_graph.cc",
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"passes/post_quantize.cc",
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"passes/prepare_quantize.cc",
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"passes/quantize.cc",
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"passes/quantize_composite_functions.cc",
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"passes/quantize_weight.cc",
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"passes/remove_sharding_custom_call.cc",
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"passes/remove_sharding_custom_call.inc",
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"passes/replace_stablehlo_ops_in_main_function_with_xla_call_module_ops.cc",
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"passes/restore_function_name.cc",
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"passes/unfuse_mhlo_batch_norm.cc",
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"passes/unwrap_xla_call_module_op.cc",
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"passes/xla_call_module_to_call.cc",
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],
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hdrs = [
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"passes/passes.h",
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],
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compatible_with = get_compatible_with_portable(),
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deps = [
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":bfloat16_type",
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":fill_quantization_options",
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":lift_quantizable_spots_as_functions_fusion_inc_gen",
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":lift_quantizable_spots_as_functions_simple_inc_gen",
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":optimize_graph_inc_gen",
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":quantization_config_proto_cc",
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":quantization_options_proto_cc",
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":quantization_patterns",
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":remove_sharding_custom_call_inc_gen",
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":stablehlo_passes_inc_gen",
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":stablehlo_type_utils",
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"//tensorflow/compiler/mlir/quantization/common:attrs_and_constraints",
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"//tensorflow/compiler/mlir/quantization/common:func",
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"//tensorflow/compiler/mlir/quantization/common:lift_as_function_call",
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"//tensorflow/compiler/mlir/quantization/common:uniform_quantized_types",
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"//tensorflow/compiler/mlir/quantization/common/ir:QuantOps",
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"//tensorflow/compiler/mlir/quantization/common/quantization_lib",
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"//tensorflow/compiler/mlir/quantization/common/quantization_lib:quantization_config",
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"//tensorflow/compiler/mlir/quantization/stablehlo/cc:permutation",
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"//tensorflow/compiler/mlir/quantization/stablehlo/ops:stablehlo_op_quant_spec",
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"//tensorflow/compiler/mlir/quantization/tensorflow:quantization_options_proto_cc",
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"//tensorflow/compiler/mlir/quantization/tensorflow:tf_quant_ops",
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"//tensorflow/compiler/mlir/quantization/tensorflow/cc:run_passes",
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"//tensorflow/compiler/mlir/tensorflow",
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"//tensorflow/compiler/mlir/tensorflow:xla_call_module_attrs",
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"//tensorflow/core:portable_gif_internal",
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"//tensorflow/core/ir/types:Dialect",
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"@com_google_absl//absl/base:nullability",
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"@com_google_absl//absl/log",
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"@com_google_absl//absl/status",
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"@com_google_absl//absl/status:statusor",
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"@com_google_absl//absl/strings:string_view",
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"@eigen_archive//:eigen3",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:ArithDialect",
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"@llvm-project//mlir:FuncDialect",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:QuantOps",
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"@llvm-project//mlir:Rewrite",
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"@llvm-project//mlir:ShapeDialect",
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"@llvm-project//mlir:Support",
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"@llvm-project//mlir:TensorDialect",
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"@llvm-project//mlir:TransformUtils",
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"@shardy//shardy/dialect/sdy/ir:register",
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"@stablehlo//:chlo_ops",
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"@stablehlo//:stablehlo_ops",
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"@stablehlo//:stablehlo_passes",
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"@stablehlo//:stablehlo_portable_api",
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"@stablehlo//:stablehlo_serialization",
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"@stablehlo//:version",
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"@tsl//tsl/platform:path",
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"@tsl//tsl/platform:protobuf",
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"@tsl//tsl/platform:regexp",
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"@xla//xla/mlir_hlo",
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"@xla//xla/mlir_hlo:mhlo_passes",
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],
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)
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cc_library(
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name = "quantization_patterns",
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srcs = ["passes/quantization_patterns.cc"],
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hdrs = [
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"passes/quantization_patterns.h",
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],
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compatible_with = get_compatible_with_portable(),
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deps = [
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":quantization_config_proto_cc",
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"//tensorflow/compiler/mlir/quantization/common:attrs_and_constraints",
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"//tensorflow/compiler/mlir/quantization/common:lift_as_function_call",
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"//tensorflow/compiler/mlir/quantization/common:uniform_quantized_types",
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"//tensorflow/compiler/mlir/quantization/common/ir:QuantOps",
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"//tensorflow/compiler/mlir/quantization/common/quantization_lib",
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"//tensorflow/compiler/mlir/quantization/stablehlo/ops:stablehlo_op_quant_spec",
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"//tensorflow/compiler/mlir/quantization/tensorflow:quantization_options_proto_cc",
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"//tensorflow/compiler/mlir/tensorflow",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core/platform:path",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:FuncDialect",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:QuantOps",
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"@llvm-project//mlir:Support",
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"@stablehlo//:stablehlo_ops",
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],
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)
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td_library(
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name = "quant_td_files",
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srcs = [
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"passes/lift_quantizable_spots_as_functions_fusion.td",
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"passes/lift_quantizable_spots_as_functions_simple.td",
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"passes/optimize_graph.td",
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"passes/remove_sharding_custom_call.td",
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],
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compatible_with = get_compatible_with_portable(),
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deps = [
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"//tensorflow/compiler/mlir/quantization/common:lift_as_function_call_td_files",
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"//tensorflow/compiler/mlir/quantization/tensorflow:quant_td_files",
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"//tensorflow/compiler/mlir/tensorflow:tensorflow_ops_td_files",
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"@llvm-project//mlir:ArithOpsTdFiles",
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"@llvm-project//mlir:FuncTdFiles",
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"@stablehlo//:stablehlo_ops_td_files",
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],
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)
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gentbl_cc_library(
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name = "lift_quantizable_spots_as_functions_simple_inc_gen",
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compatible_with = get_compatible_with_portable(),
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tbl_outs = {"passes/lift_quantizable_spots_as_functions_simple.inc": ["-gen-rewriters"]},
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "passes/lift_quantizable_spots_as_functions_simple.td",
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deps = [
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":quant_td_files",
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"//tensorflow/compiler/mlir/quantization/common:quant_td_files",
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],
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)
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gentbl_cc_library(
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name = "lift_quantizable_spots_as_functions_fusion_inc_gen",
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compatible_with = get_compatible_with_portable(),
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tbl_outs = {"passes/lift_quantizable_spots_as_functions_fusion.inc": ["-gen-rewriters"]},
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "passes/lift_quantizable_spots_as_functions_fusion.td",
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deps = [
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":quant_td_files",
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"//tensorflow/compiler/mlir/quantization/common:quant_td_files",
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],
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)
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gentbl_cc_library(
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name = "optimize_graph_inc_gen",
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compatible_with = get_compatible_with_portable(),
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tbl_outs = {"passes/optimize_graph.inc": ["-gen-rewriters"]},
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "passes/optimize_graph.td",
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deps = [
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":quant_td_files",
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"//tensorflow/compiler/mlir/quantization/common:quant_td_files",
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],
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)
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gentbl_cc_library(
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name = "remove_sharding_custom_call_inc_gen",
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compatible_with = get_compatible_with_portable(),
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tbl_outs = {"passes/remove_sharding_custom_call.inc": ["-gen-rewriters"]},
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "passes/remove_sharding_custom_call.td",
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deps = [
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":quant_td_files",
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],
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)
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gentbl_cc_library(
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name = "bridge_passes_inc_gen",
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compatible_with = get_compatible_with_portable(),
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tbl_outs = {"passes/bridge/passes.h.inc": [
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"-gen-pass-decls",
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"-name=Bridge",
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]},
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tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "passes/bridge/passes.td",
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deps = [
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"@llvm-project//mlir:PassBaseTdFiles",
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],
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)
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cc_library(
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name = "bridge_passes",
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srcs = [
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"passes/bridge/convert_tf_quant_ops_to_mhlo.cc",
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"passes/bridge/convert_tf_quant_types.cc",
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"passes/bridge/optimize.cc",
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"passes/bridge/passes.cc",
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"passes/bridge/verify_quant_legalization.cc",
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],
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hdrs = [
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"passes/bridge/passes.h",
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],
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compatible_with = get_compatible_with_portable(),
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visibility = ["//visibility:public"],
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deps = [
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":bridge_passes_inc_gen",
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":optimize_inc_gen",
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":tf_type_utils",
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"//tensorflow/compiler/mlir/tensorflow",
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"//tensorflow/compiler/mlir/tensorflow:mangling_util",
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"//tensorflow/compiler/mlir/tensorflow:tensorflow_attributes",
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"//tensorflow/compiler/mlir/tensorflow:tensorflow_types",
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"//tensorflow/compiler/mlir/tf2xla/transforms:legalize_utils",
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"//tensorflow/compiler/mlir/tf2xla/transforms:xla_legalize_targets",
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"//tensorflow/core:framework",
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"//tensorflow/core:lib",
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"//tensorflow/core:protos_all_cc",
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"//tensorflow/core/framework:numeric_types",
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"//tensorflow/core/util/quantization:uniform_quant_ops_attr_proto_cc",
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"//tensorflow/core/util/quantization:uniform_quant_ops_params",
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"@com_google_absl//absl/algorithm:container",
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|
"@com_google_absl//absl/log",
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"@com_google_absl//absl/strings",
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"@llvm-project//llvm:Support",
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"@llvm-project//mlir:FuncDialect",
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"@llvm-project//mlir:FuncExtensions",
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"@llvm-project//mlir:FuncTransforms",
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"@llvm-project//mlir:IR",
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"@llvm-project//mlir:Pass",
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"@llvm-project//mlir:QuantOps",
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"@llvm-project//mlir:ShapeDialect",
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"@llvm-project//mlir:Support",
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"@llvm-project//mlir:TransformUtils",
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"@llvm-project//mlir:Transforms",
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|
"@stablehlo//:chlo_ops",
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"@stablehlo//:stablehlo_passes",
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"@xla//xla:xla_data_proto_cc",
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"@xla//xla/hlo/translate/hlo_to_mhlo:attribute_importer",
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"@xla//xla/mlir_hlo",
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"@xla//xla/mlir_hlo:mhlo_passes",
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],
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)
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td_library(
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name = "optimize_td_files",
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srcs = [
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"passes/bridge/optimize.td",
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],
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compatible_with = get_compatible_with_portable(),
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|
deps = [
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"//tensorflow/compiler/mlir/tensorflow:tensorflow_ops_td_files",
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"@llvm-project//mlir:ArithOpsTdFiles",
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|
"@llvm-project//mlir:FuncTdFiles",
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"@xla//xla/mlir_hlo:hlo_ops_td_files",
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],
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)
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|
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gentbl_cc_library(
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name = "optimize_inc_gen",
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compatible_with = get_compatible_with_portable(),
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tbl_outs = {"passes/bridge/optimize.inc": ["-gen-rewriters"]},
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|
tblgen = "@llvm-project//mlir:mlir-tblgen",
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td_file = "passes/bridge/optimize.td",
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deps = [":optimize_td_files"],
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)
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tf_cc_test(
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name = "convert_tf_quant_to_mhlo_int_test",
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srcs = [
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"passes/bridge/convert_tf_quant_to_mhlo_int_test.cc",
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|
],
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|
tags = ["nomac"], # TODO(b/297362678): re-enable mac test.
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|
deps = [
|
|
":bridge_passes",
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|
"//tensorflow/compiler/mlir/quantization/tensorflow/cc:constant_fold",
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow:convert_tensor",
|
|
"//tensorflow/compiler/mlir/tensorflow:tensorflow_types",
|
|
"//tensorflow/compiler/tf2xla:common",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core/kernels:math",
|
|
"//tensorflow/core/kernels:nn",
|
|
"//tensorflow/core/kernels/uniform_quant_ops:kernels",
|
|
"//tensorflow/core/ops",
|
|
"@com_google_absl//absl/log:check",
|
|
"@com_google_absl//absl/random",
|
|
"@com_google_absl//absl/status",
|
|
"@com_google_absl//absl/strings",
|
|
"@com_google_absl//absl/types:span",
|
|
"@com_google_googletest//:gtest_main",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Parser",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:QuantOps",
|
|
"@llvm-project//mlir:Support",
|
|
"@stablehlo//:chlo_ops",
|
|
"@xla//xla:error_spec",
|
|
"@xla//xla:literal",
|
|
"@xla//xla:literal_util",
|
|
"@xla//xla:shape_util",
|
|
"@xla//xla:xla_data_proto_cc",
|
|
"@xla//xla/mlir_hlo",
|
|
"@xla//xla/pjrt:maybe_owning_mlir_module",
|
|
"@xla//xla/pjrt:pjrt_client",
|
|
"@xla//xla/pjrt:pjrt_executable",
|
|
"@xla//xla/pjrt/plugin/xla_cpu:cpu_client_options",
|
|
"@xla//xla/pjrt/plugin/xla_cpu:xla_cpu_pjrt_client",
|
|
"@xla//xla/tests:literal_test_util",
|
|
"@xla//xla/tsl/platform:errors",
|
|
"@xla//xla/tsl/platform:statusor",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "legalize_tf_quant_test",
|
|
srcs = ["passes/bridge/legalize_tf_quant_test.cc"],
|
|
# TODO(b/299290907): Fix OSS test.
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|
tags = ["no_oss"],
|
|
deps = [
|
|
"//tensorflow/compiler/jit",
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|
"//tensorflow/compiler/mlir/tf2xla/api/v2:legalize_tf",
|
|
"//tensorflow/compiler/tf2xla:xla_helpers",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core:test_main",
|
|
"//tensorflow/core/protobuf:for_core_protos_cc",
|
|
"//tensorflow/core/protobuf/tpu:compile_metadata_proto_cc",
|
|
"//tensorflow/core/tpu/kernels:tpu_compile_op_support",
|
|
"@com_google_googletest//:gtest",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:Pass",
|
|
"@xla//xla:shape_util",
|
|
"@xla//xla/client:client_library",
|
|
"@xla//xla/stream_executor:platform",
|
|
"@xla//xla/stream_executor:platform_manager",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "convert_tf_quant_types_test",
|
|
srcs = ["passes/bridge/convert_tf_quant_types_test.cc"],
|
|
deps = [
|
|
":bridge_passes",
|
|
"//tensorflow/compiler/mlir:register_common_dialects",
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow:deserialize_mlir_module_utils",
|
|
"//tensorflow/core:test",
|
|
"//tensorflow/core/lib/monitoring:cell_reader",
|
|
"@com_google_absl//absl/strings",
|
|
"@com_google_googletest//:gtest_main",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:Support",
|
|
"@xla//xla/tsl/platform:statusor",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "quantize_passes",
|
|
srcs = [
|
|
"quantize_passes.cc",
|
|
],
|
|
hdrs = [
|
|
"quantize_passes.h",
|
|
],
|
|
compatible_with = get_compatible_with_portable(),
|
|
visibility = ["//visibility:public"],
|
|
deps = [
|
|
":fill_quantization_options",
|
|
":passes",
|
|
":quantization_options_proto_cc",
|
|
"//tensorflow/compiler/mlir/tensorflow/transforms:tf_dialect_passes",
|
|
"//tensorflow/core/platform:path",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:Pass",
|
|
],
|
|
)
|
|
|
|
gentbl_cc_library(
|
|
name = "stablehlo_test_passes_inc_gen",
|
|
compatible_with = get_compatible_with_portable(),
|
|
tbl_outs = {"passes/testing/passes.h.inc": [
|
|
"-gen-pass-decls",
|
|
"-name=Test",
|
|
]},
|
|
tblgen = "@llvm-project//mlir:mlir-tblgen",
|
|
td_file = "passes/testing/passes.td",
|
|
deps = [
|
|
"@llvm-project//mlir:PassBaseTdFiles",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "test_passes",
|
|
srcs = [
|
|
"passes/testing/test_lift_quantizable_spots_as_functions_with_quantization_specs.cc",
|
|
"passes/testing/test_post_calibration_component.cc",
|
|
"passes/testing/test_pre_calibration_component.cc",
|
|
"passes/testing/test_tf_to_stablehlo_pass.cc",
|
|
],
|
|
hdrs = [
|
|
"passes/testing/passes.h",
|
|
],
|
|
compatible_with = get_compatible_with_portable(),
|
|
deps = [
|
|
":passes",
|
|
":quantization_config_proto_cc",
|
|
":stablehlo_test_passes_inc_gen",
|
|
"//tensorflow/compiler/mlir/quantization/common/ir:QuantOps",
|
|
"//tensorflow/compiler/mlir/quantization/stablehlo/cc:config",
|
|
"//tensorflow/compiler/mlir/quantization/stablehlo/cc:post_calibration",
|
|
"//tensorflow/compiler/mlir/quantization/stablehlo/cc:pre_calibration",
|
|
"//tensorflow/compiler/mlir/quantization/tensorflow:quantization_options_proto_cc",
|
|
"//tensorflow/compiler/mlir/quantization/tensorflow:quantize_preprocess",
|
|
"//tensorflow/compiler/mlir/quantization/tensorflow/cc:run_passes",
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"@com_google_absl//absl/status",
|
|
"@com_google_absl//absl/status:statusor",
|
|
"@com_google_absl//absl/strings:string_view",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:QuantOps",
|
|
"@llvm-project//mlir:SparseTensorDialect",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:UBDialect",
|
|
"@stablehlo//:chlo_ops",
|
|
"@stablehlo//:stablehlo_ops",
|
|
"@stablehlo//:vhlo_ops",
|
|
"@tsl//tsl/platform:protobuf",
|
|
"@xla//xla/mlir_hlo",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "fill_quantization_options",
|
|
srcs = ["utils/fill_quantization_options.cc"],
|
|
hdrs = ["utils/fill_quantization_options.h"],
|
|
compatible_with = get_compatible_with_portable(),
|
|
deps = [
|
|
":quantization_options_proto_cc",
|
|
"//tensorflow/compiler/mlir/tensorflow/transforms:tf_dialect_passes",
|
|
"//tensorflow/core/platform:path",
|
|
"@llvm-project//mlir:Support",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "math_utils",
|
|
srcs = ["utils/math_utils.cc"],
|
|
hdrs = ["utils/math_utils.h"],
|
|
compatible_with = get_compatible_with_portable(),
|
|
deps = ["@llvm-project//mlir:Support"],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "math_utils_test",
|
|
srcs = ["utils/math_utils_test.cc"],
|
|
deps = [
|
|
":math_utils",
|
|
"@com_google_googletest//:gtest_main",
|
|
"@llvm-project//mlir:Support",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "stablehlo_type_utils",
|
|
hdrs = ["utils/stablehlo_type_utils.h"],
|
|
compatible_with = get_compatible_with_portable(),
|
|
deps = [
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow:mangling_util",
|
|
"//tensorflow/compiler/mlir/tensorflow:tensorflow_types",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core/framework:numeric_types",
|
|
"//tensorflow/core/platform:status",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:TransformUtils",
|
|
"@stablehlo//:stablehlo_ops",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "stablehlo_type_utils_test",
|
|
srcs = ["utils/stablehlo_type_utils_test.cc"],
|
|
deps = [
|
|
":stablehlo_type_utils",
|
|
"@com_google_googletest//:gtest_main",
|
|
"@llvm-project//mlir:ArithDialect",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:IR",
|
|
"@stablehlo//:stablehlo_ops",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "tf_type_utils",
|
|
srcs = ["utils/tf_type_utils.cc"],
|
|
hdrs = ["utils/tf_type_utils.h"],
|
|
compatible_with = get_compatible_with_portable(),
|
|
deps = [
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow:mangling_util",
|
|
"//tensorflow/compiler/mlir/tensorflow:tensorflow_types",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core/framework:numeric_types",
|
|
"@com_google_absl//absl/status",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:TransformUtils",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "tf_type_utils_test",
|
|
srcs = [
|
|
"utils/tf_type_utils_test.cc",
|
|
],
|
|
deps = [
|
|
":bridge_passes",
|
|
":tf_type_utils",
|
|
"//tensorflow/compiler/mlir:register_common_dialects",
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow:mangling_util",
|
|
"//tensorflow/compiler/mlir/tensorflow:tensorflow_types",
|
|
"//tensorflow/compiler/mlir/tensorflow/transforms:tf_dialect_passes",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core/ir/types:Dialect",
|
|
"//tensorflow/core/platform:path",
|
|
"@com_google_googletest//:gtest_main",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:QuantOps",
|
|
"@llvm-project//mlir:SparseTensorDialect",
|
|
"@llvm-project//mlir:Support",
|
|
"@xla//xla/mlir_hlo",
|
|
"@xla//xla/tsl/framework:numeric_types",
|
|
],
|
|
)
|
|
|
|
cc_library(
|
|
name = "bfloat16_type",
|
|
srcs = ["utils/bfloat16_type.cc"],
|
|
hdrs = ["utils/bfloat16_type.h"],
|
|
compatible_with = get_compatible_with_portable(),
|
|
deps = [
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow:mangling_util",
|
|
"//tensorflow/compiler/mlir/tensorflow:tensorflow_types",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core/framework:numeric_types",
|
|
"//tensorflow/core/platform:status",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Support",
|
|
"@llvm-project//mlir:TransformUtils",
|
|
],
|
|
)
|
|
|
|
tf_cc_test(
|
|
name = "bfloat16_type_test",
|
|
srcs = [
|
|
"utils/bfloat16_type_test.cc",
|
|
],
|
|
deps = [
|
|
":bfloat16_type",
|
|
"//tensorflow/compiler/mlir:register_common_dialects",
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow:mangling_util",
|
|
"//tensorflow/compiler/mlir/tensorflow:tensorflow_types",
|
|
"//tensorflow/compiler/mlir/tensorflow/transforms:tf_dialect_passes",
|
|
"//tensorflow/core:framework",
|
|
"//tensorflow/core:protos_all_cc",
|
|
"//tensorflow/core/ir/types:Dialect",
|
|
"//tensorflow/core/platform:path",
|
|
"@com_google_googletest//:gtest_main",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:IR",
|
|
"@llvm-project//mlir:Pass",
|
|
"@llvm-project//mlir:QuantOps",
|
|
"@llvm-project//mlir:SparseTensorDialect",
|
|
"@llvm-project//mlir:Support",
|
|
"@xla//xla/mlir_hlo",
|
|
"@xla//xla/tsl/framework:numeric_types",
|
|
],
|
|
)
|
|
|
|
# OSS only: This target is header-only. Link `quantization_options_proto_cc_impl` only to
|
|
# `libtensorflow_framework.so` via `lib_internal_impl`. Do NOT link
|
|
# `quantization_options_proto_cc_impl` directly unless the target does not link
|
|
# `libtensorflow_framework.so`.
|
|
tf_proto_library(
|
|
name = "quantization_options_proto",
|
|
srcs = ["quantization_options.proto"],
|
|
make_default_target_header_only = True,
|
|
visibility = ["//visibility:public"],
|
|
)
|
|
|
|
# copybara:uncomment_begin(google-only)
|
|
# py_proto_library(
|
|
# name = "quantization_options_py_pb2",
|
|
# visibility = [":internal_visibility_allowlist_package"],
|
|
# deps = [":quantization_options_proto"],
|
|
# )
|
|
# copybara:uncomment_end
|
|
|
|
# OSS only: This target is header-only. Link `quantization_config_proto_cc_impl` only to
|
|
# `libtensorflow_framework.so` via `lib_internal_impl`. Do NOT link
|
|
# `quantization_config_proto_cc_impl` directly unless the target does not link
|
|
# `libtensorflow_framework.so`.
|
|
tf_proto_library(
|
|
name = "quantization_config_proto",
|
|
srcs = ["quantization_config.proto"],
|
|
make_default_target_header_only = True,
|
|
visibility = ["//visibility:public"],
|
|
)
|
|
|
|
# copybara:uncomment_begin(google-only)
|
|
# py_proto_library(
|
|
# name = "quantization_config_py_pb2",
|
|
# visibility = [
|
|
# ":internal_visibility_allowlist_package",
|
|
# ],
|
|
# deps = [":quantization_config_proto"],
|
|
# )
|
|
# copybara:uncomment_end
|
|
|
|
exports_files([
|
|
"run_lit.sh",
|
|
])
|
|
|
|
tf_cc_binary(
|
|
name = "stablehlo-quant-opt",
|
|
srcs = ["tools/stablehlo_quant_opt.cc"],
|
|
visibility = [":internal_visibility_allowlist_package"],
|
|
deps = [
|
|
":bridge_passes",
|
|
":passes",
|
|
":test_passes",
|
|
"//tensorflow/compiler/mlir:init_mlir",
|
|
"//tensorflow/compiler/mlir/quantization/common/ir:QuantOps",
|
|
"//tensorflow/compiler/mlir/quantization/stablehlo/cc:pass_pipeline",
|
|
"//tensorflow/compiler/mlir/tensorflow",
|
|
"//tensorflow/compiler/mlir/tensorflow/transforms:tensorflow_passes",
|
|
"//tensorflow/compiler/mlir/tensorflow/transforms:tf_dialect_passes",
|
|
"//tensorflow/core/ir/types:Dialect",
|
|
"@llvm-project//llvm:Support",
|
|
"@llvm-project//mlir:AllPassesAndDialects",
|
|
"@llvm-project//mlir:ArithDialect",
|
|
"@llvm-project//mlir:FuncDialect",
|
|
"@llvm-project//mlir:FuncExtensions",
|
|
"@llvm-project//mlir:MlirOptLib",
|
|
"@llvm-project//mlir:QuantOps",
|
|
"@llvm-project//mlir:RegisterAllPasses",
|
|
"@llvm-project//mlir:SCFDialect",
|
|
"@llvm-project//mlir:ShapeDialect",
|
|
"@llvm-project//mlir:TensorDialect",
|
|
"@stablehlo//:stablehlo_ops",
|
|
"@stablehlo//:stablehlo_passes",
|
|
"@stablehlo//:vhlo_ops",
|
|
"@xla//xla/mlir_hlo:hlo_dialect_registration",
|
|
"@xla//xla/mlir_hlo:mhlo_passes",
|
|
],
|
|
)
|