[v1.7.x]Backport of Julia: remove downloading of the non-ASF binary build (#18489)

[ciyongch]

Description

Backport of Julia: remove downloading of the non-ASF binary build (#18489) to v1.7.x branch.

@iblis17 @leezu @TaoLv @pengzhao-intel

[mxnet-bot]

Hey @ciyongch , Thanks for submitting the PR
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[ciyongch]

https://mirror.clarkson.edu/gnu/binutils/binutils-2.27.tar.gz link is back now.
@mxnet-bot run ci [unix-cpu, unix-gpu]

[mxnet-bot]

Jenkins CI successfully triggered : [unix-gpu, unix-cpu]

[ciyongch]

@mxnet-bot run ci [unix-gpu]

[mxnet-bot]

Jenkins CI successfully triggered : [unix-gpu]

[ciyongch]

@mxnet-bot run ci [unix-gpu]

[mxnet-bot]

Jenkins CI successfully triggered : [unix-gpu]