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timm/legacy_xception.tf_in1k

Embedl-optimized
legacy_xception.tf_in1k architecture graph

legacy_xception.tf_in1k is an image classifier from timm. It labels an image with one of the 1,000 ImageNet classes.

Methodology

  • Latency: trtexec on the NVIDIA L4 with TensorRT 11.2.1: batch 1, median and p99 over the timed iterations.
  • Accuracy: the ImageNet validation set, 50,000 images, on the NVIDIA L4.
  • Build: Embedl Deploy INT8 quantization, calibrated on ImageNetCalibDataset (5,000 samples), compiled with TensorRT 11.2.1 on the NVIDIA L4.