Perform a set of optimization passes to optimize a model for the purposes of inference. If the model is not already frozen, optimize_for_inference will invoke ...

31 янв. 2024 г. · I fine-tuned the I3D action detection model on a custom dataset, saved it to Torch script and I'm loading it for inference.

6 сент. 2023 г. · Describe the bug. torch.jit.optimize_for_inference allows to pass other_methods=["f"] to specify what methods/attributes to optimize.

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Perform a set of optimization passes to optimize a model for the purposes of inference. If the model is not already frozen, optimize_for_inference. will invoke ...

I compared inference times using EfficientNet-B3, and in my environment, ONNX was faster than using jit.optimize_for_inference.

Performance Tuning Guide is a set of optimizations and best practices which can accelerate training and inference of deep learning models in PyTorch.

31 янв. 2024 г. · I fine-tuned the PyTorch I3D action detection model on a custom dataset, saved it to Torch script and I'm loading it for inference.

Torch Script models can be saved to a model archive, and loaded in a python-free executable using a C++ API. Our C++ Tensor API is the same as our. Python API, ...

It can automate optimizations like layer fusion, quantization, sparsification. Script Mode. Script mode creates an intermediate representation (IR) of your ...