11 Questions
Match the following Python torch libraries with their usage:
torch.cuda = GPU-related operations torch.nn = Neural networks torch.optim = Optimization algorithms torch.utils.data = Data loading and processing
Match the following Python torch libraries with their usage:
torch.fft = Fast Fourier Transform functions torch.distributed = Distributed computing torch.profiler = Performance profiling torch.special = Special mathematical functions
Match the following Python torch libraries with their usage:
torch.autograd = Automatic differentiation torch.jit = Just-in-time compilation torch.linalg = Linear algebra operations torch.onnx = Open Neural Network Exchange format
Match the following Python torch libraries with their primary usage:
torch.nn = Neural networks torch.autograd = Automatic differentiation torch.cuda = CUDA operations torch.optim = Optimization algorithms
Match the following Python torch libraries with their primary usage:
torch.distributed = Distributed computing torch.fft = Fast Fourier Transform operations torch.jit = JIT compilation torch.linalg = Linear algebra operations
Match the following Python torch libraries with their primary usage:
torch.monitor = Monitoring tools torch.signal = Signal processing operations torch.package = Packaging utilities torch.profiler = Profiling tools
Match the following Python torch libraries with their primary usage:
torch.nn.init = Neural network initialization torch.onnx = ONNX model operations torch.random = Random number generation torch.masked = Masked tensor operations
Match the following Python torch libraries with their primary usage:
torch.nested = Nested tensor operations torch.sparse = Sparse tensor operations torch.Storage = Tensor storage operations torch.utils.benchmark = Benchmarking utilities
Match the following Python torch libraries with their primary usage:
torch.utils.bottleneck = Performance bottleneck detection torch.utils.checkpoint = Checkpointing utilities torch.utils.cpp_extension = C++ extension utilities torch.utils.data = Data loading and processing
Match the following Python torch libraries with their primary usage:
torch.utils.jit = JIT compilation utilities torch.utils.dlpack = DLPack interoperability torch.utils.mobile_optimizer = Mobile optimization torch.utils.model_zoo = Pretrained model repository
Match the following Python torch libraries with their primary usage:
torch.utils.tensorboard = TensorBoard utilities torch.config = Configuration operations torch.distributed.algorithms.join = Join-based distributed algorithms torch.distributed.elastic = Elastic distributed training
Test your knowledge of the Python API torch and its various modules and functionalities.
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