Skip to content

docs: Note trtexec is not in the default Triton container #462

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Draft
mc-nv wants to merge 1 commit into
base: main
Choose a base branch
from
Draft

docs: Note trtexec is not in the default Triton container #462

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 3 additions & 1 deletion examples/preprocessing/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,5 +1,5 @@
<!--
# Copyright 2021-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# Copyright 2021-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions
Expand Down Expand Up @@ -48,6 +48,8 @@ Run onnx_exporter.py to convert ResNet50 PyTorch model to ONNX format. Width and

**3. Build a TensorRT engine for the ONNX model**

`trtexec` is no longer included in the default Triton Inference Server container, so run this step in the PyTorch container from step 1 (or any other container that provides `trtexec`), not in the Triton server container used in step 4.

Set the arguments for enabling fp16 precision --fp16. To enable dynamic shapes use --minShapes, --optShapes, and maxShapes with --explicitBatch:

trtexec --onnx=model.onnx --saveEngine=./model_repository/resnet50_trt/1/model.plan --explicitBatch --minShapes=input:1x3x224x224 --optShapes=input:1x3x224x224 --maxShapes=input:256x3x224x224 --fp16
Expand Down
Loading