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lines changed Original file line number Diff line number Diff line change @@ -10,13 +10,10 @@ ElasticDL 与 TensorFlow 2.0 以及 Kubernetes 的技术关联。
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基于 TensorFlow 的分布式训练系统大致可以分为以下四类:
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- | -----------------------| -------------------------------| ---------------------------------|
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| | TensorFlow 1.x graph mode | TensorFlow 2.x eager execution |
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| -----------------------| -------------------------------| ---------------------------------|
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| in TensorFlow runtime | TensorFlow's parameter server | TensorFlow distributed strategy |
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- | -----------------------| -------------------------------| ---------------------------------|
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| above TensorFlow API | Uber Horovod | ElasticDL |
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- | -----------------------| -------------------------------| ---------------------------------|
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其中,ElasticDL 位于田字格的右下角。之所以选择这条技术思路,是为了利用
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Kubernetes 实现容错和弹性调度。
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