nvidia--tensorrt/tools/tensorflow-quantization/examples/resnet/scripts/README.md

Scripts for TRT Deployment

For both baseline and QAT, change:

• RESNET_DEPTH for 50 or 101,
• RESNET_VERSION for v1 or v2,
• BS for which batch sizes you wish to evaluate the engine on.

Baseline

./scripts/deploy_engine_baseline.sh

Change ROOT_DIR to where your ONNX file is.

QAT

./scripts/deploy_engine_qat.sh

Change QAT_SUBDIR and ROOT_DIR to where your ONNX file is.

Only accuracy

./scripts/infer_engine.sh