// A particular pattern seen in cgo code:
(AND (MOVDconst [c]) x:(MOVBZload _ _)) => (ANDconst [c&0xFF] x)

// floating point negative abs
(FNEG (F(ABS|NABS) x)) => (F(NABS|ABS) x)

// floating-point fused multiply-add/sub
(F(ADD|SUB) (FMUL x y) z) && x.Block.Func.useFMA(v) => (FM(ADD|SUB) x y z)
(F(ADDS|SUBS) (FMULS x y) z) && x.Block.Func.useFMA(v) => (FM(ADDS|SUBS) x y z)

    // CHECK-DAG: %[[SIGN:.*]] = "tf.Sign"(%[[PROX]]) : (tensor<4xf32>) -> tensor<4xf32>
    // CHECK-DAG: %[[ABS:.*]] = "tf.Abs"(%[[PROX]]) : (tensor<4xf32>) -> tensor<4xf32>
    // CHECK-DAG: %[[SCALED_L1:.*]] = "tf.Mul"(%[[ADAGRAD_LR]], %[[L1]]) : (tensor<4xf32>, tensor<f32>) -> tensor<4xf32>
    // CHECK-DAG: %[[PROX_NEW:.*]] = "tf.Sub"(%[[ABS]], %[[SCALED_L1]]) : (tensor<4xf32>, tensor<4xf32>) -> tensor<4xf32>

	const errFmt = "failed to load Kubelet config file %s, error %v"
	// compute absolute path based on current working dir
	kubeletConfigFile, err := filepath.Abs(name)
	if err != nil {
		return nil, fmt.Errorf(errFmt, name, err)
	}
	loader, err := configfiles.NewFsLoader(&utilfs.DefaultFs{}, kubeletConfigFile)
	if err != nil {
		return nil, fmt.Errorf(errFmt, name, err)

	}

	// stddev of bias from 100 runs on local machine multiplied by 10x
	const threshold = 0.2
	if bias := (il - fs) / il; math.Abs(bias) > threshold {
		t.Fatalf("bias: abs(%f) > %f", bias, threshold)
	} else {
		t.Logf("bias: abs(%f) < %f", bias, threshold)
	}
}

// blockFrequentShort produces 100000 block events with an average duration of
// rate / 10.

				t.Errorf("err = %v; errors.Is(err, fs.ErrNotExist) = %v; want true", err,
					errors.Is(err, fs.ErrNotExist))
			}
		})
	}

	absPath, err := filepath.Abs("testdata")
	if err != nil {
		t.Fatal("get abs path:", err)
	}

	test("RelativePath", newfs("testdata"))
	test("AbsolutePath", newfs(absPath))
}

func TestFileServerCleanPath(t *testing.T) {
	tests := []struct {

# limitations under the License.
# ==============================================================================
import os
import re
from typing import Mapping, Optional, Sequence

from absl.testing import parameterized
import numpy as np

from google.protobuf import text_format
from tensorflow.compiler.mlir.quantization.common.python import testing

			// in which it was found, do that. Otherwise, we will leave it
			// to be resolved by libdir lookup.
			abs := filepath.Join(filepath.Dir(libpath), dep)
			if _, err := os.Stat(abs); err == nil {
				dep = abs
			}
		}
		deps = append(deps, dep)
	}

	syms, err := f.DynamicSymbols()
	if err != nil {

	if err := Mkdir(linkOutDir, 0755); err != nil {
		t.Fatalf("Mkdir: %v", err)
	}

	// First, we create the absolute symlink pointing outside.
	outLinkFile := filepath.Join(linkOutDir, "file.abs.out.link")
	if err := Symlink(outsideFile, outLinkFile); err != nil {
		t.Fatalf("Symlink: %v", err)
	}

	// Then, we create the relative symlink pointing outside.

		} else {
			// Find the absolute source directory. hasSubdir does not handle
			// relative paths (and can't because the callbacks don't support this).
			var err error
			absSrcDir, err = filepath.Abs(srcDir)
			if err != nil {
				return errNoModules
			}
		}

		// If the source directory is in GOROOT, then the in-process code works fine

// be represented using a TensorFlow op. Otherwise, TensorFlow Lite dialect op
// is used.

#include <climits>
#include <cstdint>
#include <optional>
#include <utility>

#include "absl/container/inlined_vector.h"
#include "llvm/ADT/ArrayRef.h"
#include "llvm/ADT/DenseMap.h"
#include "llvm/ADT/STLExtras.h"
#include "llvm/ADT/SmallSet.h"
#include "llvm/ADT/SmallVector.h"
#include "llvm/ADT/StringSwitch.h"