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[DO-NOT-MERGE] PR encompassing all changes needed to support neuron on Axlearn #919

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Use different remat strategy on 8 nodes

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[DO-NOT-MERGE] PR encompassing all changes needed to support neuron on Axlearn #919

Use different remat strategy on 8 nodes
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