litert-community
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gcvit_xxtiny

Image Classification

Model card Files Files and versions

gcvit_xxtiny

Converted TIMM image classification model for LiteRT.

Source architecture: gcvit_xxtiny
Source checkpoint: https://github.com/rwightman/pytorch-image-models/releases/download/v0.1-weights-morevit/gcvit_xxtiny_224_nvidia-d1d86009.pth
File: model.tflite
Input: float32 tensor in NCHW layout, shape [1, 3, 224, 224]
Output: ImageNet-1K logits, shape [1, 1000]

Runtime Status

CPU smoke test: passed with LiteRT CompiledModel.
GPU delegation: currently blocked for this model by rank-5 tensor patterns in the GPU backend, mostly RESHAPE, TRANSPOSE, and related window/attention operations. The model is published as CPU-ready while GPU support is being improved.

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