diff --git a/src/Backoff/ArrayBackoff.php b/src/Backoff/ArrayBackoff.php
new file mode 100644
index 0000000..bd73395
--- /dev/null
+++ b/src/Backoff/ArrayBackoff.php
@@ -0,0 +1,57 @@
+<?php
+
+declare(strict_types=1);
+/**
+ * This file is part of Hyperf.
+ *
+ * @link     https://www.hyperf.io
+ * @document https://hyperf.wiki
+ * @contact  group@hyperf.io
+ * @license  https://github.com/hyperf/hyperf/blob/master/LICENSE
+ */
+namespace Hyperf\Support\Backoff;
+
+use Hyperf\Collection\Arr;
+use InvalidArgumentException;
+
+class ArrayBackoff
+{
+    private int $lastMillisecond;
+
+    /**
+     * @param array $milliseconds backoff interval
+     */
+    public function __construct(private array $milliseconds)
+    {
+        if (empty($milliseconds)) {
+            throw new InvalidArgumentException(
+                'The backoff interval milliseconds cannot be empty.'
+            );
+        }
+
+        $this->lastMillisecond = (int) array_pop($this->milliseconds);
+    }
+
+    /**
+     * Sleep until the next execution.
+     */
+    public function sleep(): void
+    {
+        $ms = (int) (array_shift($this->milliseconds) ?? $this->lastMillisecond);
+
+        if ($ms === 0) {
+            return;
+        }
+
+        usleep($ms * 1000);
+    }
+
+    /**
+     * Get the next backoff for logging, etc.
+     * @return int next backoff
+     */
+    public function nextBackoff(): int
+    {
+        return (int) Arr::first($this->milliseconds, default: $this->lastMillisecond);
+    }
+}
diff --git a/src/Functions.php b/src/Functions.php
index 713b392..23f9ec1 100644
--- a/src/Functions.php
+++ b/src/Functions.php
@@ -15,6 +15,7 @@
 use Hyperf\Collection\Arr;
 use Hyperf\Context\ApplicationContext;
 use Hyperf\Stringable\StrCache;
+use Hyperf\Support\Backoff\ArrayBackoff;
 use Throwable;
 
 /**
@@ -60,14 +61,19 @@ function env($key, $default = null)
 /**
  * Retry an operation a given number of times.
  *
- * @param float|int $times
+ * @param float|int|int[] $times
  * @param int $sleep millisecond
  * @throws Throwable
  */
 function retry($times, callable $callback, int $sleep = 0)
 {
     $attempts = 0;
-    $backoff = new Backoff($sleep);
+    if (is_array($times)) {
+        $backoff = new ArrayBackoff($times);
+        $times = count($times);
+    } else {
+        $backoff = new Backoff($sleep);
+    }
 
     beginning:
     try {
diff --git a/tests/BackoffTest.php b/tests/BackoffTest.php
index 67d8159..4b7ef91 100644
--- a/tests/BackoffTest.php
+++ b/tests/BackoffTest.php
@@ -33,4 +33,15 @@ public function testBackoff()
         $this->assertGreaterThanOrEqual(1, $secondTick);
         $this->assertLessThanOrEqual(3 * $firstTick, $secondTick);
     }
+
+    public function testCustomBackoff()
+    {
+        $backoff = new Backoff\ArrayBackoff([1, 200]);
+        $backoff->sleep();
+        $this->assertSame(200, $backoff->nextBackoff());
+
+        $backoff = new Backoff\ArrayBackoff([1, 2.2]);
+        $backoff->sleep();
+        $this->assertSame(2, $backoff->nextBackoff());
+    }
 }
diff --git a/tests/FunctionTest.php b/tests/FunctionTest.php
index a861251..85da16f 100644
--- a/tests/FunctionTest.php
+++ b/tests/FunctionTest.php
@@ -61,6 +61,24 @@ public function testRetry()
         }
     }
 
+    public function testRetryTimesAsArray()
+    {
+        $this->expectException(RetryException::class);
+        $result = 0;
+        $milliSeconds[] = microtime(true);
+        try {
+            retry([100, 200], function () use (&$result, &$milliSeconds) {
+                ++$result;
+                $milliSeconds[] = microtime(true);
+                throw new RetryException('Retry Test');
+            });
+        } finally {
+            $this->assertSame(3, $result);
+            $this->assertGreaterThanOrEqual(0.1, $milliSeconds[2] - $milliSeconds[1]);
+            $this->assertGreaterThanOrEqual(0.2, $milliSeconds[3] - $milliSeconds[2]);
+        }
+    }
+
     public function testOneTimesRetry()
     {
         $this->expectException(RetryException::class);