The issue of svg generation timeout in the trex tool
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Description
Description
I encountered an issue while trying to visualize our model using the trt-engine-explorer tool. During the generation of the SVG output, the process crashes due to the size of the model being too large.
Environment
TensorRT Version:10.4.0
NVIDIA GPU:NVIDIA GeForce RTX 3060
NVIDIA Driver Version:535.230.02
CUDA Version:12.2
Operating System:Linux
Python Version:3.10.14
PyTorch Version:1.13.1+cu117
Baremetal or Container (if so, version): Container
Relevant Files
Model link:
model.graph.json
Steps To Reproduce
I ran a single line of command. It failed to complete and timed out after a while.
I terminated the process right after the timeout occurred.
Eventually, it only produced an invalid result instead of the expected output.
Commands or scripts:python utils/draw_engine.py model.graph.json
Have you tried the latest release?:This seems to have nothing to do with the tensorrt version; it is related to the trex tool.
Can this model run on other frameworks? For example run ONNX model with ONNXRuntime (polygraphy run <model.onnx> --onnxrt):Yes
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start with utils/draw_engine.py and reproduce the failure using python utils/draw_engine.py model.graph.json with the attached model.graph.json. Trace the SVG-generation timeout and invalid output, then verify that the command completes and produces a valid SVG for this model.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-graphics, tooling
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100