CUDA Hi Franck, Thanks for the update. To figure out the exact issue we need your code and steps to test from our end.Could you share the entire code an You can download 3.10 Python from here: https://www.python.org/downloads/release/python-3109/, Alternatively, use a binary release of WebUI: https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases, Python 3.11.0 (main, Oct 24 2022, 18:26:48) [MSC v.1933 64 bit (AMD64)] Does your environment recognize torch.cuda? Well occasionally send you account related emails. However, the code that works in Ubuntu 20.04, throws this error: I have this version of PyTorch on Ubuntu 20.04: Ideally I want the same code to run across two machines. update some extensions, and when I restarted stable. The latter error is associated with the pytorch dataloader, but all suggested solutions say to update to pytorch >= 1.7, which I have. I'm trying to implement the Spatial Transformer Network from here and I am running into this issue: This AttributeError implies that somewhere in the code must be something like torch.float. didnt work as well. What video game is Charlie playing in Poker Face S01E07? File "C:\ai\stable-diffusion-webui\launch.py", line 105, in run Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. Connect and share knowledge within a single location that is structured and easy to search. Implement Seek on /dev/stdin file descriptor in Rust. What should have happened? First of all usetorch.cuda.is_available() to detemine the CUDA availability also weneed more details tofigure out the issue.Could you provide us the commands and stepsyou followed? It is lazily initialized, so you can AttributeError: module 'torch.cuda' has no attribute '_UntypedStorage' Accelerated Computing CUDA CUDA Programming and Performance cuda, pytorch What is the purpose of non-series Shimano components? Connect and share knowledge within a single location that is structured and easy to search. You may just comment it out. Easiest way would be just updating PyTorch to 0.4.0 or higher. Asking for help, clarification, or responding to other answers. You signed in with another tab or window. I had to delete my venv folder in the end and let automatic1111 rebuild it. I have same error after install pytorch from channel "soumith" with this command: After reinstalling from pytorch channel all works fine. module CUDA_MODULE_LOADING set to: WebAttributeError: module 'torch' has no attribute 'cuda' Press any key to continue . Can carbocations exist in a nonpolar solvent? However, some new errors appear as follows: And I wonder that if it may be impossible to run these codes in the cpu only computer? Already on GitHub? Command: "C:\ai\stable-diffusion-webui\venv\Scripts\python.exe" -c "import torch; assert torch.cuda.is_available(), 'Torch is not able to use GPU; add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check'" torch.cuda PyTorch 1.13 documentation This topic was automatically closed 14 days after the last reply. To learn more, see our tips on writing great answers. How can I import a module dynamically given the full path? Later in the night i did the same and got the same error. The nature of simulating nature: A Q&A with IBM Quantum researcher Dr. Jamie We've added a "Necessary cookies only" option to the cookie consent popup. Edit: running the same script with the less extensive dataset also produces the AttributeError in the subject. Is CUDA available: True . What platforms do you use to access the UI ? . If you are wondering whether you have a proper CUDA setup, that question belongs on the CUDA setup forum, and the verification steps are provided in the CUDA linux install guide. Making statements based on opinion; back them up with references or personal experience. [pip3] numpy==1.23.4 Is XNNPACK available: True, Versions of relevant libraries: In my case command looks like: But you must obtain package list for yours machine form this site: It's better to ask on https://github.com/samet-akcay/ganomaly. Please always post the full error traceback. So probably you either have somewhere used torch.float in your code or you have imported some code with torch.float. ERROR: Could not find a version that satisfies the requirement torch==1.13.1+cu117 (from versions: none) I'm stuck with this issue and the problem is I cannot use the latest version of pytorch (currently using 1.12+cu11.3). The name of the source file was 'torch.py'. that is, I change the code torch.cuda.set_device(self.opt.gpu_ids[0]) to torch.cuda.set_device(self.opt.gpu_ids[-1]) and torch._C._cuda_setDevice(device) to torch._C._cuda_setDevice(-1)but it still not works. Thanks for contributing an answer to Stack Overflow! You just need to find the Help for those needing help starting or connecting to the Intel DevCloud, The Intel sign-in experience has changed to support enhanced security controls. microsoft/Bringing-Old-Photos-Back-to-Life#100. It seems that you need to add --device cpu in the command line to make it work. Please put it in a comment as you might get down-voted, AttributeError: module 'torch' has no attribute 'device', https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html, How Intuit democratizes AI development across teams through reusability. Steps to reproduce the problem. or in your case: Difference between "select-editor" and "update-alternatives --config editor". The text was updated successfully, but these errors were encountered: I don't think the function torch._C._cuda_setDevice or torch.cuda.set_device is available in a cpu-only build. Powered by Discourse, best viewed with JavaScript enabled, AttributeError: module 'torch.cuda' has no attribute '_UntypedStorage'. I havent found this issue anywhere else yet Im running pytorch3D (0.3.0), which requires pytorch (1.12.1). Is debug build: False AttributeError: module 'torch' has no attribute 'is_cuda' On a machine with PyTorch version: 1.12.1+cu116, running the following code gets error message module 'torch.cuda' has no attribute '_UntypedStorage'. Is there a single-word adjective for "having exceptionally strong moral principles"? module Recovering from a blunder I made while emailing a professor, Linear regulator thermal information missing in datasheet, How to handle a hobby that makes income in US, Minimising the environmental effects of my dyson brain. Asking for help, clarification, or responding to other answers. privacy statement. As you can see, the version 0.1.12 is installed: Although this question is very old, I would recommend those who are facing this problem to visit pytorch.org and check the command to install pytorch from there, there is a section dedicated to this: By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. This is just a side node, because your code and error message do not match: When importing code to Jupyter Notebook it is safest to restart the kernel after doing changes to the imported code. For the Nozomi from Shinagawa to Osaka, say on a Saturday afternoon, would tickets/seats typically be available - or would you need to book? By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. HIP runtime version: N/A class GradScaler(torch.cuda.amp.GradScaler): AttributeError: module torch.cuda has no attribute amp Environment: GPU : RTX 8000 CUDA: 10.0 Pytorch Is there a single-word adjective for "having exceptionally strong moral principles"? Sorry for late response Not the answer you're looking for? By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Thanks for contributing an answer to Stack Overflow! module 'torch' has no attribute 'cuda [notice] To update, run: C:\ai\stable-diffusion-webui\venv\Scripts\python.exe -m pip install --upgrade pip """, def __init__(self, num_classes, pretrained=False): super(C3D, self).__init__() self.conv1 = nn.quantized.Conv3d(3, 64, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..54.14ms self.pool1 = nn.MaxPool3d(kernel_size=(1, 2, 2), stride=(1, 2, 2)), self.conv2 = nn.quantized.Conv3d(64, 128, kernel_size=(3, 3, 3), padding=(1, 1, 1))#**395.749ms** self.pool2 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv3a = nn.quantized.Conv3d(128, 256, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..208.237ms self.conv3b = nn.quantized.Conv3d(256, 256, kernel_size=(3, 3, 3), padding=(1, 1, 1))#***..348.491ms*** self.pool3 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv4a = nn.quantized.Conv3d(256, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..64.714ms self.conv4b = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#..169.855ms self.pool4 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2)), self.conv5a = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#.27.173ms self.conv5b = nn.quantized.Conv3d(512, 512, kernel_size=(3, 3, 3), padding=(1, 1, 1))#.25.972ms self.pool5 = nn.MaxPool3d(kernel_size=(2, 2, 2), stride=(2, 2, 2), padding=(0, 1, 1)), self.fc6 = nn.Linear(8192, 4096)#21.852ms self.fc7 = nn.Linear(4096, 4096)#.10.288ms self.fc8 = nn.Linear(4096, num_classes)#0.023ms, self.relu = nn.ReLU() self.softmax = nn.Softmax(dim=1), x = self.relu(self.conv1(x)) x = least_squares(self.pool1(x)), x = self.relu(self.conv2(x)) x = least_squares(self.pool2(x)), x = self.relu(self.conv3a(x)) x = self.relu(self.conv3b(x)) x = least_squares(self.pool3(x)), x = self.relu(self.conv4a(x)) x = self.relu(self.conv4b(x)) x = least_squares(self.pool4(x)), x = self.relu(self.conv5a(x)) x = self.relu(self.conv5b(x)) x = least_squares(self.pool5(x)), x = x.view(-1, 8192) x = self.relu(self.fc6(x)) x = self.dropout(x) x = self.relu(self.fc7(x)) x = self.dropout(x), def __init_weight(self): for m in self.modules(): if isinstance(m, nn.Conv3d): init.xavier_normal_(m.weight.data) init.constant_(m.bias.data, 0.01) elif isinstance(m, nn.Linear): init.xavier_normal_(m.weight.data) init.constant_(m.bias.data, 0.01), import torch.nn.utils.prune as prunedevice = torch.device("cuda" if torch.cuda.is_available() else "cpu")model = C3D(num_classes=2).to(device=device)prune.random_unstructured(module, name="weight", amount=0.3), parameters_to_prune = ( (model.conv2, 'weight'), (model.conv3a, 'weight'), (model.conv3b, 'weight'), (model.conv4a, 'weight'), (model.conv4b, 'weight'), (model.conv5a, 'weight'), (model.conv5b, 'weight'), (model.fc6, 'weight'), (model.fc7, 'weight'), (model.fc8, 'weight'),), prune.global_unstructured( parameters_to_prune, pruning_method=prune.L1Unstructured, amount=0.2), --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) in 19 parameters_to_prune, 20 pruning_method=prune.L1Unstructured, ---> 21 amount=0.2 22 ) ~/.local/lib/python3.7/site-packages/torch/nn/utils/prune.py in global_unstructured(parameters, pruning_method, **kwargs) 1017 1018 # flatten parameter values to consider them all at once in global pruning -> 1019 t = torch.nn.utils.parameters_to_vector([getattr(*p) for p in parameters]) 1020 # similarly, flatten the masks (if they exist), or use a flattened vector 1021 # of 1s of the same dimensions as t ~/.local/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py in parameters_to_vector(parameters) 18 for param in parameters: 19 # Ensure the parameters are located in the same device ---> 20 param_device = _check_param_device(param, param_device) 21 22 vec.append(param.view(-1)) ~/.local/lib/python3.7/site-packages/torch/nn/utils/convert_parameters.py in _check_param_device(param, old_param_device) 71 # Meet the first parameter 72 if old_param_device is None: ---> 73 old_param_device = param.get_device() if param.is_cuda else -1 74 else: 75 warn = False AttributeError: 'function' object has no attribute 'is_cuda', prune.global_unstructured when I use prune.global_unstructure I get that error. Is there a single-word adjective for "having exceptionally strong moral principles"? You may just comment it out. What is the difference between paper presentation and poster presentation? To learn more, see our tips on writing great answers. I am actually pruning my model using a particular torch library for pruning, device = torch.device("cuda" if torch.cuda.is_available() else "cpu")class C3D(nn.Module): """ The C3D network. For the code you've posted it makes no sense. import torch.nn.utils.prune as prune device = torch.device("cuda" if torch.cuda.is_available() else "cpu") model = C3D(num_classes=2).to(device=device) Normal boot up. Hi, Sorry for the late response. We tried running your code.The issue seems to be with the quantized.Conv3d, instead you can use normal convolution . Can we reopen this issue and maybe get a backport to 1.12? Pytorchpthh5python AttributeError: 'module' object has no attribute 'dumps'Keras File "C:\ai\stable-diffusion-webui\launch.py", line 272, in prepare_environment Webimport torch.nn.utils.prune as prune device = torch.device("cuda" if torch.cuda.is_available() else "cpu") model = C3D(num_classes=2).to(device=device) AttributeError: module 'torch.cuda' has no attribtue 'amp' #1260 venv "C:\ai\stable-diffusion-webui\venv\Scripts\Python.exe" AttributeError: module 'torch' has no attribute 'cuda', update some extensions, and when I restarted stable. GPU models and configuration: GPU 0: NVIDIA GeForce RTX 3090 Why does Mister Mxyzptlk need to have a weakness in the comics? Nvidia driver version: 510.47.03 Well occasionally send you account related emails. What pytorch version are you using? However, the error disappears if not using cuda. Thank you. File "C:\ai\stable-diffusion-webui\launch.py", line 360, in Module Connect and share knowledge within a single location that is structured and easy to search. rev2023.3.3.43278. You might need to install the nightly binary, since Autocasting wasnt shipped in 1.5. Still get this error--module 'torch._C' has no attribute '_cuda Hi, Could you give us an update? As the PyTorch forum member with the most posts manages the PyTorch Core team @ NVIDIA. update some extensions, and when I restarted stable. rev2023.3.3.43278. So for example when changing in the imported code: torch.tensor([1, 0, 0, 0, 1, 0], dtype=torch.float) to torch.FloatTensor([1,0,0,0,1,0]) it might still complain about torch.float even if the line then doesn't contain a torch.floatanymore (it even shows the new code in the traceback). This happened to me too the last dreambooth update made some requirements change that screwed the python environment. i actually reported that to dreambooth extension author 3 weeks ago and got told off. File "", line 1, in yes I reported an issue yesterday and met with much the same response. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. WebAttributeError: module 'torch' has no attribute 'cuda' Press any key to continue . I tried to reinstall the pytorch and update to the newest version (1.4.0), still exists error. 3cuda 4killpidnvidia-smigpu 5pytorch pytorchcuda torch : 1.12.1/ python: 3.7.6 / cuda : ERROR: No matching distribution found for torch==1.13.1+cu117. torch.cuda.amptorch1.6torch1.4 1.7.1 Also happened to me and dreambooth was one of the ones that updated! NVIDIA doesnt develop, maintain, or support pytorch. PyTorch - "Attribute Error: module 'torch' has no attribute 'float', How Intuit democratizes AI development across teams through reusability. How can I check before my flight that the cloud separation requirements in VFR flight rules are met? It should install the latest version. What is the point of Thrower's Bandolier? AttributeError: module 'torch' has no attribute 'device' I will spend some more time digging into this but. GCC version: (Ubuntu 11.3.0-1ubuntu1~22.04) 11.3.0 Hi, Thank you for posting your questions. First of all use torch.cuda.is_available() to detemine the CUDA availability also we need more details RuntimeError: Attempting to deserialize object on a CUDA device but torch.cuda.is_available () is Fal. pytorch1.61.6 Re:AttributeError: module 'torch' has no attribute AttributeError: module 'torch' has no attribute 'is_cuda', Intel Connectivity Research Program (Private), oneAPI Registration, Download, Licensing and Installation, Intel Trusted Execution Technology (Intel TXT), Intel QuickAssist Technology (Intel QAT), Gaming on Intel Processors with Intel Graphics. conda list torch gives me: But, when asking for the torchvision version in Jupyter Notebook, I get: AttributeError: module 'torch.fft' has no attribute 'fftfreq' Hot Network Questions Add circled letters in titles AttributeError: module torch has no attribute irfft rfft PyTorch - "Attribute Error: module 'torch' has no attribute 'float' Why do I get AttributeError: 'NoneType' object has no attribute 'something'? By clicking Sign up for GitHub, you agree to our terms of service and We tried running your code.The issue seems to be with the quantized.Conv3d, instead you can use normal convolution3d. We tried running your code.The issue seems to be with the quantized.Conv3d, instead you can use normal convolution3d. Yesterday I installed Pytorch with "conda install pytorch torchvision -c pytorch". New replies are no longer allowed. [Bug]: AttributeError: module 'torch' has no attribute 'cuda', https://www.python.org/downloads/release/python-3109/, https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases. Sign in run_python("import torch; assert torch.cuda.is_available(), 'Torch is not able to use GPU; add --skip-torch-cuda-test to COMMANDLINE_ARGS variable to disable this check'") python AttributeError: 'module' object has no attribute 'dumps' pre_dict = {k: v for k, v in pre_dict.items () if k in model_dict} 1. The best approach would be to use the same PyTorch release on both machines. @harshit_k I added more information and you can see that the 0.1.12 is installed. How to fix "Attempted relative import in non-package" even with __init__.py, Equation alignment in aligned environment not working properly, Trying to understand how to get this basic Fourier Series. to your account, Everything was working well, I then proceeded to update some extensions, and when i restarted stable, I got this error message, Already up to date. I don't think the function torch._C._cuda_setDevice or torch.cuda.set_device is available in a cpu-only build. Have a question about this project? Installing torch and torchvision Windows. Batch split images vertically in half, sequentially numbering the output files, Euler: A baby on his lap, a cat on his back thats how he wrote his immortal works (origin? You signed in with another tab or window. Why are Suriname, Belize, and Guinea-Bissau classified as "Small Island Developing States"? Sorry, you must verify to complete this action. CUDA used to build PyTorch: 11.6 Is it suspicious or odd to stand by the gate of a GA airport watching the planes? 'numpy.ndarray' object has no attribute 'cuda' - PyTorch Forums Staging Ground Beta 1 Recap, and Reviewers needed for Beta 2, Python error "ImportError: No module named". or any other error regarding unsuccessful package (library) installation, message, Sign in [pip3] torch==1.12.1+cu116 Making statements based on opinion; back them up with references or personal experience. Staging Ground Beta 1 Recap, and Reviewers needed for Beta 2, Calling a function of a module by using its name (a string). In such a case restarting the kernel helps. For more complete information about compiler optimizations, see our Optimization Notice. How can this new ban on drag possibly be considered constitutional? We are closing the case assuming that your issue got resolved.Please raise a new thread in case of any further issues. "After the incident", I started to be more careful not to trip over things. See instructions here https://pytorch.org/get-started/locally/ How can I import a module dynamically given the full path? [notice] A new release of pip available: 22.3 -> 23.0.1 The same code can run correctly on a different machine with PyTorch version: 1.8.2+cu111, Collecting environment information Is it possible to rotate a window 90 degrees if it has the same length and width? Why do small African island nations perform better than African continental nations, considering democracy and human development? cuDNN version: Could not collect So I've ditched this extension for now, since I was no longer really using it anyway and updating it regularly breaks my Automatic1111 environment. Press any key to continue . Shouldn't this install latest version? Shouldn't it be pip unistall torch and pip install torch? if update to an extension did this, please let us know - in my book, that kind of behavior is borderline hostile as an extension should NOT change core libraries, only libraries that are extra for that extension. The text was updated successfully, but these errors were encountered: This problem doesn't exist in the newer pytorch 1.13. File "C:\ai\stable-diffusion-webui\launch.py", line 129, in run_python If you preorder a special airline meal (e.g. Help for those needing help starting or connecting to the Intel DevCloud, The Intel sign-in experience has changed to support enhanced security controls. Thanks for your answer. Libc version: glibc-2.35, Python version: 3.8.15 (default, Oct 12 2022, 19:15:16) [GCC 11.2.0] (64-bit runtime) The nature of simulating nature: A Q&A with IBM Quantum researcher Dr. Jamie We've added a "Necessary cookies only" option to the cookie consent popup. Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. AttributeError:partially initialized module 'torch' has no attribute 'cuda', How Intuit democratizes AI development across teams through reusability. module With the more extensive dataset, I receive the AttributeError in the subject header and RuntimeError: Pin memory threat exited unexpectedly after 8 iterations. How do I unload (reload) a Python module? How can we prove that the supernatural or paranormal doesn't exist? So something is definitely hostile as you said =P. In your code example I cannot find anything like it. My code is GPL licensed, can I issue a license to have my code be distributed in a specific MIT licensed project? --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) in 1 get_ipython().system('pip3 install torch==1.2.0+cu92 torchvision==0.4.0+cu92 -f https://download.pytorch.org/whl/torch_stable.html') ----> 2 torch.is_cuda AttributeError: module 'torch' has no attribute 'is_cuda'. ROCM used to build PyTorch: N/A, OS: Ubuntu 22.04.1 LTS (x86_64) BTW, I have to close this issue because it's not a problem of this repo. AttributeError: module 'torch.cuda' has no attribute 'amp' - the incident has nothing to do with me; can I use this this way? You just need to find the line (or lines) where torch.float is used and change it. 0cc0ee1. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. torch cannot detect cuda anymore, most likely you'll need to reinstall torch. What is the point of Thrower's Bandolier? File "C:\ai\stable-diffusion-webui\launch.py", line 269, in prepare_environment Please edit your question with the full stack trace (and remove your comments). I could fix this on the 1.12 branch, but will there be a 1.12.2 release? AttributeError:partially initialized module 'torch' has no As you can see, the command you used to install pytorch is different from the one here. with torch.autocast ('cuda'): AttributeError: module 'torch' has no attribute 'autocast' I have this version of PyTorch on Ubuntu 20.04: python Python 3.8.10 (default, CUDA runtime version: Could not collect Find centralized, trusted content and collaborate around the technologies you use most. Still get this error--module 'torch._C' has no attribute '_cuda_setDevice', https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues/360, https://github.com/junyanz/pytorch-CycleGAN-and-pix2pix/issues/67, https://github.com/samet-akcay/ganomaly/blob/master/options.py#L40, module 'torch._C' has no attribute '_cuda_setDevice', AttributeError: module 'torch._C' has no attribute '_cuda_setDevice'. How to parse XML and get instances of a particular node attribute? As you did not include a full error traceback I can only conjecture what the problem is. By clicking Sign up for GitHub, you agree to our terms of service and Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. First of all usetorch.cuda.is_available() to detemine the CUDA availability also weneed more details tofigure out the issue.Could you provide us the commands and stepsyou followed? prepare_environment() privacy statement. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. Command: "C:\ai\stable-diffusion-webui\venv\Scripts\python.exe" -m pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 --extra-index-url https://download.pytorch.org/whl/cu117 module 'torch.cuda' has no attribute '_UntypedStorage' #88839 Will Gnome 43 be included in the upgrades of 22.04 Jammy? This is more of a comment then an answer. How would "dark matter", subject only to gravity, behave? raise RuntimeError(message) By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. AttributeError: 'module' object has no attribute 'urlopen'. Have you installed the CUDA version of pytorch? To figure out the exact issue we need yourcode and steps to test from our end.Could you sharethe entire code and steps in a zip file? Does ZnSO4 + H2 at high pressure reverses to Zn + H2SO4? I am actually pruning my model using a particular torch library for pruning, device = torch.device("cuda" if torch.cuda.is_available() else "cpu")class C3D(nn.Module): """ The C3D network. If thats not possible, and assuming you are using the GPU, use torch.cuda.amp.autocast. Thanks! . In my code below, I added this statement: But this seems not right or enough. Please click the verification link in your email. Easiest way would be just updating PyTorch to 0.4.0 or higher. If you sign in, click, Sorry, you must verify to complete this action. CMake version: version 3.22.1 . Making statements based on opinion; back them up with references or personal experience. What is the purpose of this D-shaped ring at the base of the tongue on my hiking boots?
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module 'torch' has no attribute 'cuda