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@@ -35,7 +35,7 @@ However, you work with vector math libraries often and realize that the
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You would really like the part of your applications that does this operation
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on the CPU to be very fast - so you decide that you want it to rely on the
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``axpby`` routine provided by the Accelerate_ framework. Continuing to impose
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our assumptions on to you, let's also assume that you want to learn how add
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our assumptions on to you, let's also assume that you want to learn how to add
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your own implementation for the gradients of your new operation while going
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over the ins-and-outs of the MLX framework.
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