## Verifying Artifacts

We sign our artifacts using this [key][signing_key]:

```
pub rsa4096/dbd744ace7ade6aa50dd591f66b50994442d2d40 2021-07-09T14:50:19Z
	 Hash=a79b48fd6a1f31699c788b50c97d0b98

uid Square Clippy <******@****.***>
sig  sig  66b50994442d2d40 2021-07-09T14:50:19Z 2041-07-04T14:50:19Z ____________________ [selfsig]
```

The best way to verify artifacts is [automatically with Gradle][gradle_verification].

aktyubinsk.su
akune.kagoshima.jp
al
al.eu.org
al.gov.br
al.it
al.leg.br
al.no
al.us
alaheadju.no
aland.fi
alessandria.it
alesund.no
algard.no
aliases121.com
alibaba
alipay
allfinanz
allstate
ally
alp1.ae.flow.ch
alpha-myqnapcloud.com
alsace
alstahaug.no
alstom
alt.na
alt.za
alta.no
altervista.org
alto-adige.it
altoadige.it
alvdal.no

        // held
        segment.expand();
      }
      assertEquals(i, segment.table.length());
      assertEquals(liveCount, countLiveEntries(map));
      // expansion cleanup is sloppy, with a goal of avoiding unnecessary copies
      assertTrue(segment.count >= liveCount);
      assertTrue(segment.count <= originalCount);
      assertEquals(originalMap, ImmutableMap.copyOf(map));
    }
  }

        // held
        segment.expand();
      }
      assertEquals(i, segment.table.length());
      assertEquals(liveCount, countLiveEntries(map));
      // expansion cleanup is sloppy, with a goal of avoiding unnecessary copies
      assertTrue(segment.count >= liveCount);
      assertTrue(segment.count <= originalCount);
      assertEquals(originalMap, ImmutableMap.copyOf(map));
    }
  }

// https://www.iana.org/domains/root/db/lincoln.html
lincoln

// link : Nova Registry Ltd
// https://www.iana.org/domains/root/db/link.html
link

// lipsy : Lipsy Ltd
// https://www.iana.org/domains/root/db/lipsy.html
lipsy

// live : Dog Beach, LLC
// https://www.iana.org/domains/root/db/live.html
live

// living : Internet Naming Company LLC

aktyubinsk.su
akune.kagoshima.jp
al
al.eu.org
al.gov.br
al.it
al.leg.br
al.no
al.us
alaheadju.no
aland.fi
alessandria.it
alesund.no
algard.no
aliases121.com
alibaba
alipay
allfinanz
allstate
ally
alp1.ae.flow.ch
alpha-myqnapcloud.com
alsace
alstahaug.no
alstom
alt.na
alt.za
alta.no
altervista.org
alto-adige.it
altoadige.it
alvdal.no

      if (i > 1) {
        segment.expand();
      }
      assertEquals(i, segment.table.length());
      assertEquals(liveCount, countLiveEntries(map, 0));
      // expansion cleanup is sloppy, with a goal of avoiding unnecessary copies
      assertTrue(segment.count >= liveCount);
      assertTrue(segment.count <= originalCount);
      assertEquals(originalMap, ImmutableMap.copyOf(map));
    }
  }

    <root-XML localName="amf"/>
    <glob pattern="*.amf"/>
    <sub-class-of type="application/xml"/>
  </mime-type>
  <mime-type type="application/x-atari-floppy-disk-image">
    <tika:link>http://fileformats.archiveteam.org/wiki/ATR</tika:link>
    <magic priority="50">
      <match value="0x9602" offset="0">
        <match value="0x8000" offset="4">

    `tf.config.list_logical_devices`.

## Bug Fixes and Other Changes

*   `tf.data`
    *   Fixes concurrency issue with `tf.data.experimental.parallel_interleave`
        with `sloppy=True`.
    *   Add `tf.data.experimental.dense_to_ragged_batch()`.
    *   Extend `tf.data` parsing ops to support `RaggedTensors`.
*   `tf.distribute`