❓ Questions and Help from torch.nn.quantized import functional as qF filters = torch.randn(1, 1, 1, 1, dtype=torch.float) inputs = torch.randn(1, 1, 5, 5, dtype=torch.float) bias = torch.randn(1, dtype=torch.float) scale, zero_point = 1...
Tensors and Dynamic neural networks in Python with strong GPU acceleration - Move aoti_torch_cpu__weight_int4pack_mm_cpu_tensor to not be mangled · pytorch/pytorch@da6777c
所有向量计算都将基于 GPU 上的 Torch 进行,例如使用 3060 12G 来计算 52 张牌、7 张公共牌和 1.3 亿个手牌的排序仅需要 0.05 秒。 为了计算在翻牌时两手牌的胜率,我们需要遍历 45 张翻牌和 44 张河牌,共有 990 种组合,分别计算这 990 种情况下两手牌的排名,并计算胜率。这将需要计算一个具有 1,980...
move data into CUDA: cudafy = lambda x : x if cuda is None else x.cuda(cuda) cudafy(model) convert data from tensor (in GPU) to numpy (in cpu):
🐛 Describe the bug After the torch.distributed.recv_object_list(obj, dst) method returns, the obj resides on the sender GPU's memory, not on the receiver GPU's memory. I would expect obj to be residing on the receiving GPU. import torch ...
Tensors and Dynamic neural networks in Python with strong GPU acceleration - Revert "Move aoti_torch_cpu__weight_int4pack_mm_cpu_tensor to not be mangled (#148834)" · pytorch/pytorch@2ec9ace
from torch.distributed.fsdp import fully_shard from torch.distributed.tensor.debug import CommDebugMode from torch.testing._internal.common_distributed import skip_if_lt_x_gpu from torch.testing._internal.common_fsdp import FSDPTest, MLPStack 18 changes: 9 additions & 9 deletions 18 test/distribu...
What happened + What you expected to happen This is not a contribution. When handling optimizer state, TorchPolicy.get_state converts all torch.Tensor to numpy.ndarray. TorchPolicy.set_state is supposed to convert them back. However, it ...
Summary: This moves over implements, dispatch__torch_dispatch, dispatch__torch_function_, _register_layout_cls and _get_layout_tensor_constructor to TorchAOBaseTensor so when people inherit from th...
tensor.debug import CommDebugMode from torch.testing._internal.common_distributed import skip_if_lt_x_gpu from torch.testing._internal.common_fsdp import FSDPTest, MLPStack Expand Down 18 changes: 9 additions & 9 deletions 18 test/distributed/_composable/fsdp/test_fully_shard_comm.py Show ...