Tensors and Dynamic neural networks in Python with strong GPU acceleration - [dtensor] move DTensor to public namespace · pytorch/pytorch@9648635
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Habana Labs, a new AI chip startup, promises to deliver much higher inference performance than even a machine learning-optimized GPU.
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):
Move TensorOptions to ATen/core … 8e51eb3 PenghuiCheng added a commit to PenghuiCheng/pytorch that referenced this pull request Sep 11, 2018 Move TensorOptions to ATen/core … 1a4eaac soumith deleted the export-D9614321 branch Feb 21, 2019 ezyang added the merged label Jun 26, 2019...
(1, 1, 5, 5, dtype=torch.float) bias = torch.randn(1, dtype=torch.float) scale, zero_point = 1.0, 0 dtype = torch.qint8 q_filters = torch.quantize_per_tensor(filters, scale, zero_point, torch.qint8) q_inputs = torch.quantize_per_tensor(inputs, scale, zero_point, torch....
Tensors and Dynamic neural networks in Python with strong GPU acceleration - [dtensor] move all tests to distribute/tensor folder · pytorch/pytorch@88220ad
:class:`DTensor` is a ``torch.Tensor`` subclass. This means once a :class:`DTensor` is created, it could be used in very similar way to ``torch.Tensor``, including running different types of PyTorch operators as if running them in a single device, allowing proper distributed computation...
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
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...