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@@ -57,7 +57,7 @@ Alphamix and Fractalmix are hit-or-miss even with Cantor stairs, sometimes impro
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  Lacking attention mechanisms I consider this a resounding success as an experiment, and yet it fell short of resnet18 and resnet34 standalones - meaning the head only converted the math into something else, and fell short of the crossentropy goal.
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- That's okay though, I will refine the processes, improve the system, and return with additional trains for this version to further improve classifcation beyond the 69% chance - which may be HIGHER than the vit-beatrix, but it's considerably more shallow in comparison of geometric cohesion than the dual-stream transformer variation.
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  🚧 **Training Concluded** 🚧
 
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  Lacking attention mechanisms I consider this a resounding success as an experiment, and yet it fell short of resnet18 and resnet34 standalones - meaning the head only converted the math into something else, and fell short of the crossentropy goal.
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+ That's okay though, I will refine the processes, improve the system, and return with additional trains for this version to further improve classifcation beyond the 69% chance - which may be HIGHER than the vit-beatrix, but it's considerably more shallow in comparison to geometric cohesion than the dual-stream transformer variation vit-beatrix-dualstream.
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  🚧 **Training Concluded** 🚧