bitwise_not_() → Tensor bmm(batch2) → Tensor bool() → Tensor byte() → Tensor cauchy_(median=0, sigma=1, *, generator=None) → Tensor ceil() → Tensor ceil_() → Tensor char() → Tensor cholesky(upper=False) → Tensor cholesky_inverse(upper=False) → Tensor cholesky_solve(inpu...
2new_full(size,fill_value,dtype=None,device=None,requires_grad=False)→ Tensor 返回size大小的值为fill_value的tensor。默认情况下,返回的Tensor与此张量具有相同的torch.dtype和torch.device。 >>> tensor = torch.ones((2,), dtype=torch.float64) >>> tensor.new_full((3, 4), 3.141592) tensor([...
x=queue.get()#dosomethingswithx #doeverythingelse(producer have to keep xinmemory) 2. 保持生产者进程运行,直到所有消费者退出。这将防止生产者进程释放消费者仍在使用的内存的情况。 代码语言:javascript 代码运行次数:0 运行 AI代码解释 ## producer # send tensors,dosomething event.wait() 代码语言:ja...
The output offunctioncan contain non-Tensor values and gradient recording is only performed for the Tensor values. Note that if the output consists of nested structures (ex: custom objects, lists, dicts etc.) consisting of Tensors, these Tensors nested in custom structures will not be considere...
torch_memory_saver Allow torch tensor memory to be released and resumed later. API: memory_saver = TorchMemorySaver() # 1. For tensors that wants to be paused, create them within `region` with memory_saver.region(): x = torch.full((1_000_000_000,), 100, dtype=torch.uint8, device...
Consecutive application of the forward-pass of GraphUNet causes a steady increase of memory, which eventually leads to a Memory Overflow. Changing the functionto_torch_csr_tensorinside the methodGraphUNet.augment_adjto the functionto_torch_coo_tensorseems to solve this issue. ...
转载请注明出处: http://www.cnblogs.com/darkknightzh/p/7608916.html 参考网址: https://stackoverflow.com/questions/39758094/clearing-tensorflow-gpu-memory-after-model-execution https://github.com/tensorflow/tensorflow/issues/1727#issuecomment-285815312s tensorfloPytorch...
import torch indices = torch.LongTensor([[0,0], [1,1], [2,2]])#稀疏矩阵中非零元素的坐标 indices = indices.t() #一定要转置,因为后面sparse.FloatTensor的第一个参数就是该变量,要求是一个含有两个元素的列表,每个元素也是一个列表。第一个子列表是非零元素所在的行,第二个子列表是非零元素所在...
Applies a multi-layer long short-term memory (LSTM) RNN to an input sequence. For each element in the input sequence, each layer computes the following function: it=σ(Wiixt+bii+Whih(t−1)+bhi)ft=σ(Wifxt+bif+Whfh(t−1)+bhf)gt=tanh(Wigxt+big+Whgh(t−1)+bhg)ot=σ(W...
Storagedefines a simple storage interface that controls the underlying storage for any tensor object. File I/O Interface Library Fileis an abstract interface for common file operations. Disk Filedefines operations on files stored on disk. Memory Filedefines operations on stored in RAM. ...