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This repository was archived by the owner on Oct 2, 2025. It is now read-only.
This repository was archived by the owner on Oct 2, 2025. It is now read-only.

Unable to replicate published benchmark accuracy on cifar10 dataset #59

@abdul53saifee

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@abdul53saifee

I tried to finetune big transfer code for cifar 10 dataset using the colab provided in TF Blog

The dataset was split on 90% training and 10% validation.
The steps per epochs were modified as per dataset number of samples.
Bit hyper rule were kept as it is without any modification
Model used for finetuning was Resnet-m-50x1 and Resnet-m-101x3

Accuracy of model reached maximum of 94.3% for resnet-m-50x1 against the mentioned accuracy of 97.2
Accuracy for resnet-m-101x3 was reaching max of 93.2 against the mentioned accuracy of 98.5 and no further improvement was observed even running for some more epochs.

Accuracy source :- README.md

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