Hi cbasavaraj,
An arbitrary pretrained weights found on Internet will not be able to loaded into a TLT FasterRCNN training since the weights are loaded by name and depends on the implementation. The training batch size of TLT FasterRCNN is not related to the ImageNet training.
Will update you more later.
Thanks
Zhimeng