再分别在CPU和GPU上测试script mode的TorchScript模型的推理速度 #在CPU上测试TorchScript性能 traced_model = torch.jit.trace(script_model, [tokens_tensor, segments_tensors]) # 因模型的trace时,已经包含了.eval()的行为,因此不必再去显式调用model.eval() np.mean([timer(traced_model,tokens_tensor,segme...
🐛 Describe the bug Hi I want to use autocast with a script model and had the following error. import torch import torch.nn as nn from torch.amp import autocast class SimpleCNN(nn.Module): def __init__(self): super(SimpleCNN, self).__init...
torchmodel转script 准备环境前,确认已安装PyTorch1.6以上版本。打开终端输入python进入交互界面,输入importtorch查看是否有报错。安装时遇到cuda版本不匹配的情况,建议去官网下载对应版本的torch包手动安装。 定义模型类必须继承自torch.nn.Module,forward函数内部避免使用动态控制流。遇到过真实案例:某开发者使用for循环处理...
🐛 Describe the bug I used https://github.com/MichaelMonashev/bench_models/blob/main/bench_models.py to benchmark new torch version on vision neural networks. Here is results: Torch 2.0.1: CPU: 12th Gen Intel(R) Core(TM) i9-12900K cores: ...
其中，ONNX 格式可以使用 ModelScope 中的 export_model_as_onnx 函数进行导出，而 torchScript 格式...
目前ModelScope TTS（文本到语音）项目不支持直接导出为ONNX或TorchScript格式。 ModelScope TTS是一个...
Use PAI-Blade and TorchScript custom C++ operators to optimize a RetinaNet model,Platform For AI:To improve the post-processing efficiency of an object detection model, you can use TorchScript custom C++ operators to build the post-processing network tha
RuntimeError: THPDevice_Check(map_location.ptr())INTERNAL ASSERT FAILED at "/root/pytorch/torch/csrc/jit/python/script_init.cpp":1769, please report a bug to PyTorch. 二、软件版本: -- CANN 版本: 8.0RC1 -- Pytorch 版本: 1.11.0 -- Python 版本: 3.9.16 -- 操作系统版本: Ubuntu 22.04...
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Bug This is a bug shows on a exported yolov5s traced torchscript model on triton inference server. Environment OS: Ubuntu 20.04 GPU: RTX 3090 To Reproduce I first export the yolov5s model to torchscript with batch size 8, img size 320 wi...