hello ~ I have trained TF 1.14 model and convert to ONNX. After that, When I converted ONNX to TensorRT 6, I meet following problem. Parsing model While parsing node number 1 [Cast → “_interpolate/Shape__2:0”]: ERROR: /home/nvidia/package/onnx-tensorrt/builtin_op_importers.cpp:286 In function i…

Hi, Based on the support matrix of ONNT to TensorRT, it only support the FP16->FP32 cast. https://github.com/onnx/onnx-tensorrt/blob/6.0/operators.md Cast to INT32 is not supported on the onnx-tensorrt for v6.0. But it looks like there are much more type support in the v7.0 branch. You can wait…

How to deal with Cast to INT32 problem when converting ONNX to TensorRT 6

Robotics & Edge Computing Jetson Systems Jetson AGX Xavier

Topic		Replies	Views
Failed to parse onnx file, Engine creation failed. INT64. Attempting to cast down to INT32 TensorRT	5	2852	June 9, 2020
Error when converting the ONNX model to TensorRT TensorRT	2	1004	October 27, 2020
CAST operator in ONNX model to convert INT32 to other types for DLA Jetson AGX Orin tensorrt , camera , dla , onnx	2	994	August 18, 2023
[8] Assertion failed: trt_dtype == nvinfer1::DataType::kHALF && cast_dtype == ::ONNX_NAMESPACE::TensorProto::FLOAT TensorRT tensorrt , jetson-inference , onnx	5	1667	March 17, 2021
Can not convert onnx model to TensorRT format on the Nvidia AGX Orin dev kit TensorRT tensorrt	5	700	September 28, 2023
[6] Assertion failed: convertDtype(onnxType, &dtype) && "Unsupported cast!" TensorRT tensorrt , onnx	7	1622	June 7, 2021
Jetson Nano error when "INT64. Attempting to cast down to INT32" DeepStream SDK jetson , deepstream	4	141	January 28, 2025
Tensorrt Conversion from ONNX for keras-ocr models fails because of int32 input in intermediate layers TensorRT	1	861	March 8, 2023
Downcasting from INT64 to INT32 while building the engine Jetson Nano tensorrt , nvbugs	15	2195	January 25, 2023
Converting onnx to trt: [8] No importer registered for op: OneHot TensorRT tensorrt	3	3108	February 2, 2021

How to deal with Cast to INT32 problem when converting ONNX to TensorRT 6

Related topics