// Tests to make sure the runtime doesn't generate futile wakeups. For example,
// it makes sure that a block on a channel send that unblocks briefly only to
// immediately go back to sleep (in such a way that doesn't reveal any useful
// information, and is purely an artifact of the runtime implementation) doesn't
// make it into the trace.

//go:build ignore

package main

import (
	"context"
	"log"
	"os"
	"runtime"

Packages are imported one by one in alphabetical order during runtime.

The test doesn't identify package's order-dependent issues; for instance,
importing "tf.foo" followed by "tf.bar" won't reveal that "tf.bar" depends on
"tf.foo" being imported first.

The `_api/v2/api_packages.txt` file is generated during the TensorFlow API v2
init files creation process and is subsequently stored in the wheel file after

// RUN: tf-mlir-translate -mlir-to-graphdef %s -tf-graph-as-function -o - | FileCheck %s

// Verify arg/ret attributes are exported as device assignment for arg/retval
// nodes.

module attributes {tf.versions = {bad_consumers = [], min_consumer = 0 : i32, producer = 121 : i32}} {
  func.func @main(%arg0: tensor<*xf32> {tf.device = "/CPU:0"}, %arg1: tensor<2x4x6x8xi32>) -> (tensor<*xf32>, tensor<2x4x6x8xi32> {tf.device = "/CPU:1"})

	}

	for _, res := range s.resources {
		if res == nil {
			continue
		}
		resVal := reflect.ValueOf(res)
		if resVal.Type().AssignableTo(targetT) {
			if refVal.Kind() == reflect.Slice {
				refVal.Set(reflect.Append(refVal, resVal))
			} else {
				refVal.Set(resVal)
				return nil
			}
		}
	}

	if s.parent != nil {
		// either didn't find the value or need to continue filling the slice

type LevelVar struct {
	val atomic.Int64
}

// Level returns v's level.
func (v *LevelVar) Level() Level {
	return Level(int(v.val.Load()))
}

// Set sets v's level to l.
func (v *LevelVar) Set(l Level) {
	v.val.Store(int64(l))
}

func (v *LevelVar) String() string {
	return fmt.Sprintf("LevelVar(%s)", v.Level())
}

// MarshalText implements [encoding.TextMarshaler]

package diag

import (
	"strings"
)

// Level is the severity level of a message.
type Level struct {
	sortOrder int
	name      string
}

func (l Level) String() string {
	return l.name
}

func (l Level) IsWorseThanOrEqualTo(target Level) bool {
	return l.sortOrder <= target.sortOrder
}

var (
	// Info level is for informational messages
	Info = Level{2, "Info"}

Michael Hudgins <******@****.***> 1695048765 +0000

A. Unique TensorFlower <******@****.***> 1699018469 -0700

A. Unique TensorFlower <******@****.***> 1708009850 -0800

// An error is returned if pos is not within the package or
// if the node cannot be type-checked.
//
// Note: [Eval] and CheckExpr should not be used instead of running Check
// to compute types and values, but in addition to Check, as these
// functions ignore the context in which an expression is used (e.g., an
// assignment). Thus, top-level untyped constants will return an
// untyped type rather than the respective context-specific type.