Device Name : Jetson Xavier Nx DeveloperToolkit
Jetpack:5.1.1
The inference code is running fine but on end of the prediction it displays following error message
[09/25/2023-10:36:28] [TRT] [E] 1: [defaultAllocator.cpp::deallocate::42] Error Code 1: Cuda Runtime (invalid argument). Is it something we should be worried about ?
Loading nms.trt for TensorRT inference...
[09/25/2023-10:15:14] [TRT] [I] Loaded engine size: 147 MiB
[09/25/2023-10:15:15] [TRT] [W] Using an engine plan file across different models of devices is not recommended and is likely to affect performance or even cause errors.
[09/25/2023-10:15:16] [TRT] [I] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +261, GPU +247, now: CPU 750, GPU 4081 (MiB)
[09/25/2023-10:15:17] [TRT] [I] [MemUsageChange] Init cuDNN: CPU +82, GPU +86, now: CPU 832, GPU 4167 (MiB)
[09/25/2023-10:15:17] [TRT] [I] [MemUsageChange] TensorRT-managed allocation in engine deserialization: CPU +0, GPU +150, now: CPU 0, GPU 150 (MiB)
[09/25/2023-10:15:20] [TRT] [I] [MemUsageChange] Init cuBLAS/cuBLASLt: CPU +0, GPU +7, now: CPU 1307, GPU 4716 (MiB)
[09/25/2023-10:15:20] [TRT] [I] [MemUsageChange] Init cuDNN: CPU +1, GPU +10, now: CPU 1308, GPU 4726 (MiB)
[09/25/2023-10:15:20] [TRT] [I] [MemUsageChange] TensorRT-managed allocation in IExecutionContext creation: CPU +0, GPU +170, now: CPU 0, GPU 320 (MiB)
123
[09/25/2023-10:15:22] [TRT] [E] 1: [defaultAllocator.cpp::deallocate::42] Error Code 1: Cuda Runtime (invalid argument)
Segmentation fault (core dumped)
The code is as follows:
import torch
from yolort.yolort.runtime import PredictorTRT
# Load the serialized TensorRT engine
engine_path = "nms.trt"
device = torch.device("cuda")
y_runtime = PredictorTRT(engine_path, device=device)
# Perform inference on an image file
predictions = y_runtime.predict("dummy_frame.jpg")
print("123")
Device Name : Jetson Xavier Nx DeveloperToolkit Jetpack:5.1.1 The inference code is running fine but on end of the prediction it displays following error message [09/25/2023-10:36:28] [TRT] [E] 1: [defaultAllocator.cpp::deallocate::42] Error Code 1: Cuda Runtime (invalid argument). Is it something we should be worried about ?