torch2trt issues

OSS-Fuzz Integration

1

Hello! My name is McKenna Dallmeyer and I would like to submit torch2trt to OSS-Fuzz. If you are not familiar with the project, OSS-Fuzz is Google's platform for continuous fuzzing...

ennamarie19

This update addresses the handling of None values in the output size when converting adaptive average pooling operations to TensorRT. Previously, the conversion process did not account for cases where...

eamonn-ss

Unsupported methods encountered issue, `torch.Tensor.to(torch.device("cuda"))`. Will torch.Tensor.to for devices be implemented?

1

I use tons of torch.Tensor.to methods in my model for moving tensor between cpu/cuda, but the method is not supported in torch2trt currently. Will it ever be supported in the...

darrenchang

when use own defined convertor, why int tensor input has no _trt attribute?

2

here is a simple reproduce code ``` import os import time import torch import torchvision from torch2trt.torch2trt import * import numpy as np class Sparse(torch.nn.Module): def __init__(self, embedding_size): super().__init__() self._embedding_size...

lantudou

Add ProfilingVerbosity Option to Engine Build Configuration

Hello, I would like to suggest adding a ProfilingVerbosity option to the configuration when building the TensorRT engine in torch2trt. This option would allow users to set the verbosity level...

Houssem-kikleo

apiVersion: apps/v1 kind: Deployment metadata: name: titan-dataguard spec: replicas: 3 selector: matchLabels: app: titan-dataguard template: metadata: labels: app: titan-dataguard spec: containers: - name: titan-dataguard image: your_docker_image ports: - containerPort: 80 --- apiVersion: v1 kind: Service metadata: name: titan-dataguard spec: selector: app: titan-dataguard ports: - protocol: TCP port: 80 targetPort: 80 type: LoadBalancer

felipeliliti

There are issues with support for `ConvTranspose2d`

3

Hello, and thank you for your outstanding project. I encountered an error when converting a structure containing ConvTranspose2d using torch2trt. Here is the code and the error. ```python import torch...

mortal-Zero