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Add fp8 scaling, fp8 scaled convolutions, and gradient checkpointing for Flux AutoEncoder #2231

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Add quantize_conv_weight test

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Draft

Add fp8 scaling, fp8 scaled convolutions, and gradient checkpointing for Flux AutoEncoder #2231

Add quantize_conv_weight test
1cd13d9
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