module 'torch' has no attribute 'cuda

As you did not include a full error traceback I can only conjecture what the problem is. To learn more, see our tips on writing great answers. I got this error when working with Pytorch 1.12, but the error eliminated with Pytorch 1.10. No issues running the same script for a different dataset. Sign in Find centralized, trusted content and collaborate around the technologies you use most. Clang version: Could not collect Very strange. Well occasionally send you account related emails. I havent found this issue anywhere else yet Im running pytorch3D (0.3.0), which requires pytorch (1.12.1). NVIDIA doesnt develop, maintain, or support pytorch. Find centralized, trusted content and collaborate around the technologies you use most. AttributeError: module 'torch.cuda' has no attribute '_UntypedStorage' Accelerated Computing CUDA CUDA Programming and Performance cuda, pytorch 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. module 'torch.cuda' has no attribute '_UntypedStorage'. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. I just got the following error when attempting to use amp. 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 For the Nozomi from Shinagawa to Osaka, say on a Saturday afternoon, would tickets/seats typically be available - or would you need to book? @harshit_k I added more information and you can see that the 0.1.12 is installed. 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 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. Edit: running the same script with the less extensive dataset also produces the AttributeError in the subject. On a machine with PyTorch version: 1.12.1+cu116, running the following code gets error message module 'torch.cuda' has no attribute '_UntypedStorage'. AttributeError: 'datetime' module has no attribute 'strptime', Error: " 'dict' object has no attribute 'iteritems' ". or any other error regarding unsuccessful package (library) installation, Why does Mister Mxyzptlk need to have a weakness in the comics? --------------------------------------------------------------------------- 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'. . I was showing a friend something and told him to update his extensions, and he got this error. Will Gnome 43 be included in the upgrades of 22.04 Jammy? Follow Up: struct sockaddr storage initialization by network format-string, Full text of the 'Sri Mahalakshmi Dhyanam & Stotram'. Hi, Could you give us an update? If you have a line like in the example you've linked, it makes perfectly sense to get an error like this. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. What should have happened? If you don't want to update or if you are not able to do so for some reason. Yes twice updates to dreambooth have screwed my python environment badly. In the __init__.py of the module named torch-sparse, it is so bizarre and confusing .And torch.__version__ == 1.8.0 , torch-sparse == 0.6.11. I have same error after install pytorch from channel "soumith" with this command: After reinstalling from pytorch channel all works fine. prune.global_unstructured when I use prune.global_unstructure I get that error please help Asking for help, clarification, or responding to other answers. Error: " 'dict' object has no attribute 'iteritems' ", Getting Nan result out of ResNet101 backbone with Kitti images. How can this new ban on drag possibly be considered constitutional? Thanks for your answer. Is there a workaround? RuntimeError: Error running command. If you don't want to update or if you are not able to do so for some reason. Thanks for contributing an answer to Stack Overflow! This program is tested with 3.10.6 Python, but you have 3.11.0. AttributeError: module 'torch.cuda' has no attribute 'amp' braindotai April 13, 2020, 5:32pm #1 Im running from torch.cuda.amp import GradScaler, autocast and . Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu117 You may try updating. GPU models and configuration: GPU 0: NVIDIA GeForce RTX 3090 Please click the verification link in your email. rev2023.3.3.43278. I was stucked by this problem by few days and I hope someone could help me. BTW, I have to close this issue because it's not a problem of this repo. Normal boot up. AttributeError:partially initialized module 'torch' has no attribute 'cuda', How Intuit democratizes AI development across teams through reusability. Is there a single-word adjective for "having exceptionally strong moral principles"? Im running from torch.cuda.amp import GradScaler, autocast and got the error as in title. 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. You signed in with another tab or window. Asking for help, clarification, or responding to other answers. Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide. didnt work as well. Why do small African island nations perform better than African continental nations, considering democracy and human development? What is the point of Thrower's Bandolier? prepare_environment() How do I check if an object has an attribute? But I meet the following problems and it seems difficult for me to fix it by myself: the main error is "AttributeError: module 'torch._C' has no attribute '_cuda_setDevice'". run(f'"{python}" -m {torch_command}', "Installing torch and torchvision", "Couldn't install torch", live=True) Try removing it then reinstalling. In following the Pytorch tutorial at https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html. Libc version: glibc-2.35, Python version: 3.8.15 (default, Oct 12 2022, 19:15:16) [GCC 11.2.0] (64-bit runtime) 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, 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 would "dark matter", subject only to gravity, behave? Thanks! You may re-send via your So something is definitely hostile as you said =P. File "C:\ai\stable-diffusion-webui\launch.py", line 89, in run I have not tested it on Linux, but I used the command for Windows and it worked great for me on Anaconda. 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? update some extensions, and when I restarted stable. 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. Thank you. If thats not possible, and assuming you are using the GPU, use torch.cuda.amp.autocast. What browsers do you use to Sorry, you must verify to complete this action. 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 Why does Mister Mxyzptlk need to have a weakness in the comics? By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. The cuda () method is defined for tensors, while it seems you are calling it on a numpy array. 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. I will spend some more time digging into this but. In your code example I cannot find anything like it. Error code: 1 We are closing the case assuming that your issue got resolved.Please raise a new thread in case of any further issues. HIP runtime version: N/A Is debug build: False At this moment we are not planning to move to pytorch 1.13 yet. By clicking Sign up for GitHub, you agree to our terms of service and Staging Ground Beta 1 Recap, and Reviewers needed for Beta 2, Calling a function of a module by using its name (a string). d8ahazard/sd_dreambooth_extension#931. Please click the verification link in your email. Please click the verification link in your email. File "", line 1, in # Note: the code can run if the following two lines are commented out. This is kind of confusing because the traceback then shows an error which doesn't make sense for the given line. AttributeError: module 'torch._C' has no attribute '_cuda_setDevice' facebookresearch/detr#346 marco-rudolph mentioned this issue on Sep 1, 2021 error [Bug]: AttributeError: module 'torch' has no attribute 'cuda', https://www.python.org/downloads/release/python-3109/, https://github.com/AUTOMATIC1111/stable-diffusion-webui/releases. How do/should administrators estimate the cost of producing an online introductory mathematics class? Steps to reproduce the problem. By clicking Sign up for GitHub, you agree to our terms of service and 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) 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. By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. . In my case command looks like: But you must obtain package list for yours machine form this site: Please click the verification link in your email. Traceback (most recent call last): Thanks for contributing an answer to Stack Overflow! Can we reopen this issue and maybe get a backport to 1.12? Sign in [notice] A new release of pip available: 22.3 -> 23.0.1 Difference between "select-editor" and "update-alternatives --config editor". or in your case: WebAttributeError: module 'torch' has no attribute 'cuda' Press any key to continue . You may just comment it out. Do roots of these polynomials approach the negative of the Euler-Mascheroni constant? To subscribe to this RSS feed, copy and paste this URL into your RSS reader. 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'") WebAttributeError: module tensorflow has no attribute GPUOptionsTensorflow 1.X 2.XTensorflow 1.Xgpu_options = tf.GPUOptions(per_process_gpu_memory_fraction)Tensorflow 2.Xgpu_options =tf.compat.v1.GPUOptions(per_process_gpu_memory_fractio Is XNNPACK available: True, Versions of relevant libraries: I'm using Windows, conda environment, installed Pytorch-1.7.1, Torchvision-0.8.2, Cuda-Toolkit-11.0 > all compatible. update some extensions, and when I restarted stable. . No, 1.13 is out, thanks for confirming @kurtamohler. Making statements based on opinion; back them up with references or personal experience. Have a question about this project? and delete current Python and "venv" folder in WebUI's directory. --------------------------------------------------------------------------- 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'. Traceback (most recent call last): File "D:/anaconda/envs/ml/Lib/site-packages/torch_sparse/__init__.py", line 4, in import torch File "D:\anaconda\envs\ml\lib\site-packages\torch_, File "D:\anaconda\envs\ml\lib\platform.py", line 897, in system return uname().system File "D:\anaconda\envs\ml\lib\platform.py", line 785, in uname node = _node() File "D:\anaconda\envs\ml\lib\platform.py", line 588, in _node import socket File "D:\anaconda\envs\ml\lib\socket.py", line 52, in import os, sys, io, selectors, File "D:\anaconda\envs\ml\lib\selectors.py", line 12, in import select File "D:\anaconda\envs\ml\Lib\site-packages\torch_sparse\select.py", line 1, in from torch_sparse.tensor import SparseTensor File "D:\anaconda\envs\ml\lib\site-packages\torch_sparse_. Why is there a voltage on my HDMI and coaxial cables? AttributeError: 'module' object has no attribute 'urlopen'. I just checked that, it's strange it's 0.1.12_1. The default one installed is only with CPU support. As you can see, the command you used to install pytorch is different from the one here. Traceback (most recent call last): to your account, On a machine with PyTorch version: 1.12.1+cu116, running the following code gets error message module 'torch.cuda' has no attribute '_UntypedStorage'. I am actually pruning my model using a particular torch library for pruning then this is what happens model structure device = torch.device("cuda What video game is Charlie playing in Poker Face S01E07? This happened to me too the last dreambooth update made some requirements change that screwed the python environment. @emailweixu please reopen if error repros on pytorch 1.13. Try to transform the numpy array to a tensor before calling tensor.cuda () WebAttributeError: module 'torch' has no attribute 'cuda' Press any key to continue . ERROR: Could not find a version that satisfies the requirement torch==1.13.1+cu117 (from versions: none) yes I reported an issue yesterday and met with much the same response. Connect and share knowledge within a single location that is structured and easy to search. Be sure to install PyTorch with CUDA support. You signed in with another tab or window. I tried to reproduce the code from https://github.com/samet-akcay/ganomaly and run the commands in the git bash software. Why do I get AttributeError: 'NoneType' object has no attribute 'something'? 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). """, 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. privacy statement. CUDA runtime version: Could not collect The same code can run correctly on a different machine with PyTorch version: 1.8.2+cu111, Collecting environment information 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. Using Kolmogorov complexity to measure difficulty of problems? You just need to find the AttributeError:partially initialized module 'torch' has no attribute 'cuda' Ask Question Asked Viewed 894 times 0 In the __init__.py of the module named torch raise RuntimeError(f"""{errdesc or 'Error running command'}. Do you know how I can fix it? To subscribe to this RSS feed, copy and paste this URL into your RSS reader. https://github.com/samet-akcay/ganomaly/blob/master/options.py#L40 Is there a single-word adjective for "having exceptionally strong moral principles"? The text was updated successfully, but these errors were encountered: This problem doesn't exist in the newer pytorch 1.13. However, the error disappears if not using cuda. Find centralized, trusted content and collaborate around the technologies you use most. Are there tables of wastage rates for different fruit and veg? Connect and share knowledge within a single location that is structured and easy to search. 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: Commit hash: 0cc0ee1 Implement Seek on /dev/stdin file descriptor in Rust. Help for those needing help starting or connecting to the Intel DevCloud, The Intel sign-in experience has changed to support enhanced security controls. What is the purpose of this D-shaped ring at the base of the tongue on my hiking boots? Why does it seem like I am losing IP addresses after subnetting with the subnet mask of 255.255.255.192/26? Please always post the full error traceback. Already on GitHub? The name of the source file was 'torch.py'. For the Nozomi from Shinagawa to Osaka, say on a Saturday afternoon, would tickets/seats typically be available - or would you need to book? What is the point of Thrower's Bandolier? MIOpen runtime version: N/A Please see. For the code you've posted it makes no sense. rev2023.3.3.43278. cuDNN version: Could not collect profile. I had to delete my venv folder in the end and let automatic1111 rebuild it. I have two machines that I need to check my code across one is Ubuntu 18.04 and the other is Ubuntu 20.04. [pip3] torchaudio==0.12.1+cu116 It's better to ask on https://github.com/samet-akcay/ganomaly. Sorry for late response I could fix this on the 1.12 branch, but will there be a 1.12.2 release? Press any key to continue . return run(f'"{python}" -c "{code}"', desc, errdesc) So if there was an error in the old code this error might still occur and the traceback then points to the line you have just corrected. However, the link you referenced for the code contains the following line: PyTorch data types like torch.float came with PyTorch 0.4.0, so when you use something like torch.float in earlier versions like 0.3.1 you will see this error, because torch then actually has no attribute float. You might need to install the nightly binary, since Autocasting wasnt shipped in 1.5. CUDA_MODULE_LOADING set to: 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)] Pytorchpthh5python AttributeError: 'module' object has no attribute 'dumps'Keras What platforms do you use to access the UI ? Error code: 1 [conda] Could not collect. [pip3] numpy==1.23.4 Easiest way would be just updating PyTorch to 0.4.0 or higher. ), Implement Seek on /dev/stdin file descriptor in Rust. Can carbocations exist in a nonpolar solvent? 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. WebThis package adds support for CUDA tensor types, that implement the same function as CPU tensors, but they utilize GPUs for computation. You may re-send via your. Sign up for a free GitHub account to open an issue and contact its maintainers and the community. Later in the night i did the same and got the same error. privacy statement. microsoft/Bringing-Old-Photos-Back-to-Life#100. PyTorch - "Attribute Error: module 'torch' has no attribute 'float', How Intuit democratizes AI development across teams through reusability. File "C:\ai\stable-diffusion-webui\launch.py", line 105, in run torch cannot detect cuda anymore, most likely you'll need to reinstall torch. Powered by Discourse, best viewed with JavaScript enabled, AttributeError: module 'torch.cuda' has no attribute '_UntypedStorage'. This is the first time for me to run Pytorch with GPU on a linux machine. This is more of a comment then an answer. 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