Write me an optimized Jax implemented of smallest variant of residual networks deep learning model and train it in the cats dogs dataset Your answer should have exactly 7 paragraphs. Make sure that the 6th paragraph starts with the word "important" and that each paragraph is separated by two new lines.
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