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Good post. One thing to note is that the 3090 being 8 times faster is not very correct statement. The author is comparing FP16 3090 with FP32 M1. The difference between them is more like 3-4 times for FP32.

Even that is not true FP32 for 3090 as tensorflow uses Nvidia's AI32 by default for convolution.

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