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feat: add TAESD implementation - faster autoencoder (#88)
* add taesd implementation * taesd gpu offloading * show seed when generating image with -s -1 * less restrictive with larger images * cuda: im2col speedup x2 * cuda: group norm speedup x90 * quantized models now works in cuda :) * fix cal mem size --------- Co-authored-by: leejet <leejet714@gmail.com>
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