Materialize BroadcastGradientArgs by default instead of just doing so in...
Materialize BroadcastGradientArgs by default instead of just doing so in aggressive mode. This ensures that we optimize gradient computations in the presence of variable batch sizes. PiperOrigin-RevId: 181242749
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