List of all items

Structs

• VersionInfo
• data::CsvDataset
• data::CsvDatasetBuilder
• data::DataLoader
• data::DataLoaderBuilder
• data::ImageFolderDataset
• data::ImageFolderDatasetBuilder
• data::RandomSampler
• nn::BatchNorm
• nn::Conv2D
• nn::Dense
• nn::Dropout
• nn::GRU
• nn::LSTM
• nn::MaxPool2D
• nn::MultiHeadAttention
• nn::RMSNorm
• nn::RNN
• nn::Sequential
• nn::TransformerDecoder
• nn::TransformerEncoder
• onnx::OnnxGraph
• onnx::OnnxModel
• onnx::OnnxNode
• onnx::OnnxTensor
• onnx::OnnxValueInfo
• optim::Adadelta
• optim::Adagrad
• optim::Adam
• optim::AdamW
• optim::LAMB
• optim::Lion
• optim::Lookahead
• optim::Nadam
• optim::ParameterGroup
• optim::ParameterGroupOptimizer
• optim::RAdam
• optim::RMSprop
• optim::SGD
• platform::SimdCapabilities
• prelude::Adam
• prelude::AdamW
• prelude::BatchNorm
• prelude::Conv2D
• prelude::CsvDataset
• prelude::CsvDatasetBuilder
• prelude::DataLoader
• prelude::DataLoaderBuilder
• prelude::Dense
• prelude::Dropout
• prelude::EarlyStopping
• prelude::GRU
• prelude::GradientTape
• prelude::ImageFolderDataset
• prelude::ImageFolderDatasetBuilder
• prelude::LSTM
• prelude::MaxPool2D
• prelude::ModelCheckpoint
• prelude::MultiHeadAttention
• prelude::ParameterGroup
• prelude::RMSNorm
• prelude::RNN
• prelude::RandomSampler
• prelude::SGD
• prelude::Sequential
• prelude::Tensor
• prelude::TrackedTensor
• prelude::Trainer
• prelude::TransformerDecoder
• prelude::TransformerEncoder
• prelude::ops::BroadcastableConstraint
• prelude::ops::ExactShapeConstraint
• prelude::ops::FrameworkBenchmarkConfig
• prelude::ops::FrameworkComparisonResult
• prelude::ops::FusionGraph
• prelude::ops::FusionNode
• prelude::ops::FusionPassBuilder
• prelude::ops::FusionStats
• prelude::ops::GpuBenchmarkConfig
• prelude::ops::GpuBenchmarkResult
• prelude::ops::GpuTensorFlowBenchmark
• prelude::ops::MatMulCompatibleConstraint
• prelude::ops::MinRankConstraint
• prelude::ops::RankConstraint
• prelude::ops::ShapeContext
• prelude::ops::ShapeValidator
• prelude::ops::UfuncRegistry
• prelude::ops::UltraPerformanceConfig
• prelude::ops::activation::ActivationAnalytics
• prelude::ops::activation::ActivationConfig
• prelude::ops::activation::ActivationRegistry
• prelude::ops::activation::GpuActivationStream
• prelude::ops::activation::core::ActivationAnalytics
• prelude::ops::activation::core::ActivationRegistry
• prelude::ops::activation::gpu::GpuActivationStream
• prelude::ops::activation::strategy::ActivationConfig
• prelude::ops::async_binary::AsyncBinaryOpFuture
• prelude::ops::async_binary::AsyncBinaryOperationExecutor
• prelude::ops::benchmark::BenchmarkConfig
• prelude::ops::benchmark::BenchmarkResult
• prelude::ops::benchmark::BenchmarkStatistics
• prelude::ops::benchmark::BenchmarkSuite
• prelude::ops::benchmark::RegressionReport
• prelude::ops::benchmark::Statistics
• prelude::ops::binary::AddOp
• prelude::ops::binary::BinaryOpAnalytics
• prelude::ops::binary::DivOp
• prelude::ops::binary::FusedAddMulOp
• prelude::ops::binary::FusedMulAddOp
• prelude::ops::binary::MaxOp
• prelude::ops::binary::MinOp
• prelude::ops::binary::MulOp
• prelude::ops::binary::PReLUOp
• prelude::ops::binary::PowOp
• prelude::ops::binary::SubOp
• prelude::ops::binary::core::BinaryOpAnalytics
• prelude::ops::binary::core::BinaryOpRegistry
• prelude::ops::binary::fused::fused_ops::FusedAddMulOp
• prelude::ops::binary::fused::fused_ops::FusedMulAddOp
• prelude::ops::binary::operations::AddOp
• prelude::ops::binary::operations::DivOp
• prelude::ops::binary::operations::MaxOp
• prelude::ops::binary::operations::MinOp
• prelude::ops::binary::operations::MulOp
• prelude::ops::binary::operations::PReLUOp
• prelude::ops::binary::operations::PowOp
• prelude::ops::binary::operations::SubOp
• prelude::ops::comparison::EqOp
• prelude::ops::comparison::GeOp
• prelude::ops::comparison::GtOp
• prelude::ops::comparison::LeOp
• prelude::ops::comparison::LtOp
• prelude::ops::comparison::NeOp
• prelude::ops::fft::gpu_kernels::FFTInfo
• prelude::ops::framework_comparison::FrameworkBenchmarkConfig
• prelude::ops::framework_comparison::FrameworkComparisonResult
• prelude::ops::fusion::FusionGraph
• prelude::ops::fusion::FusionNode
• prelude::ops::fusion::FusionPassBuilder
• prelude::ops::fusion::FusionStats
• prelude::ops::gpu_tensorflow_benchmark::GpuBenchmarkConfig
• prelude::ops::gpu_tensorflow_benchmark::GpuBenchmarkResult
• prelude::ops::gpu_tensorflow_benchmark::GpuTensorFlowBenchmark
• prelude::ops::hybrid_scheduler::HybridWorkFuture
• prelude::ops::hybrid_scheduler::HybridWorkScheduler
• prelude::ops::hybrid_scheduler::ResourceMetrics
• prelude::ops::hybrid_scheduler::SchedulingConfig
• prelude::ops::hybrid_scheduler::WorkItem
• prelude::ops::logical::AndOp
• prelude::ops::logical::NotOp
• prelude::ops::logical::OrOp
• prelude::ops::logical::XorOp
• prelude::ops::numpy_compat::BinaryUfunc
• prelude::ops::numpy_compat::UfuncRegistry
• prelude::ops::numpy_compat::UnaryUfunc
• prelude::ops::optimized_binary::OptimizedAddOp
• prelude::ops::optimized_binary::OptimizedDivOp
• prelude::ops::optimized_binary::OptimizedMulOp
• prelude::ops::optimized_binary::OptimizedSubOp
• prelude::ops::performance_benchmark::BenchmarkConfig
• prelude::ops::performance_benchmark::BenchmarkResult
• prelude::ops::reduction::gpu_kernels::GpuReductionConfig
• prelude::ops::reduction::gpu_kernels::MultiStageReduction
• prelude::ops::reduction::gpu_kernels::TreeReduction
• prelude::ops::reduction::gpu_kernels::WarpReduction
• prelude::ops::reduction::segment::SegmentConfig
• prelude::ops::reduction::segment::types::SegmentConfig
• prelude::ops::registry::ArgDef
• prelude::ops::registry::AttrDef
• prelude::ops::registry::BatchOperation
• prelude::ops::registry::HftRegistry
• prelude::ops::registry::OP_REGISTRY
• prelude::ops::registry::OpDef
• prelude::ops::registry::OpRegistry
• prelude::ops::registry::OpVersion
• prelude::ops::registry::PrecisionMetrics
• prelude::ops::registry::QuantumRegistry
• prelude::ops::registry::RegistryAnalytics
• prelude::ops::registry::core::OP_REGISTRY
• prelude::ops::registry::core::RegistryAnalytics
• prelude::ops::registry::types::ArgDef
• prelude::ops::registry::types::AttrDef
• prelude::ops::registry::types::BatchOperation
• prelude::ops::registry::types::OpDef
• prelude::ops::registry::types::OpRegistry
• prelude::ops::registry::types::OpVersion
• prelude::ops::registry::ultra_extensions::HftRegistry
• prelude::ops::registry::ultra_extensions::PrecisionMetrics
• prelude::ops::registry::ultra_extensions::QuantumRegistry
• prelude::ops::registry_extensions::DeviceCapabilities
• prelude::ops::registry_extensions::ENHANCED_REGISTRY
• prelude::ops::registry_extensions::EnhancedRegistry
• prelude::ops::registry_extensions::KernelStats
• prelude::ops::registry_extensions::PerformanceReport
• prelude::ops::shape_inference::BroadcastableConstraint
• prelude::ops::shape_inference::ExactShapeConstraint
• prelude::ops::shape_inference::MatMulCompatibleConstraint
• prelude::ops::shape_inference::MinRankConstraint
• prelude::ops::shape_inference::RankConstraint
• prelude::ops::shape_inference::ShapeContext
• prelude::ops::shape_inference::ShapeValidator
• prelude::ops::shape_inference_registry::ShapeInferenceRegistry
• prelude::ops::shape_inference_registry::registry::ShapeInferenceRegistry
• prelude::ops::stats::StatisticalMetrics
• prelude::ops::stats::StatsConfig
• prelude::ops::stats::config::StatisticalMetrics
• prelude::ops::stats::config::StatsConfig
• prelude::ops::ultra_matmul_v3::UltraPerformanceConfig
• prelude::ops::unified_dispatch::DispatchContext
• prelude::ops::unified_dispatch::DispatchStats
• prelude::ops::unified_dispatch::UnifiedDispatcher
• version_check::SubcrateVersion
• version_check::VersionConsistencyReport

Enums

• TensorError
• error::FrameworkError
• logging::LogLevel
• nn::ActivationFunction
• onnx::OnnxAttribute
• onnx::OnnxDataType
• onnx::OnnxError
• onnx::OnnxFormat
• platform::Platform
• prelude::ActivationFunction
• prelude::DType
• prelude::Device
• prelude::TensorError
• prelude::dtype::DType
• prelude::ops::ElementwiseOpType
• prelude::ops::activation::ActivationStrategy
• prelude::ops::activation::GpuActivationOp
• prelude::ops::activation::core::ActivationStrategy
• prelude::ops::activation::gpu::GpuActivationOp
• prelude::ops::activation::strategy::ActivationStrategy
• prelude::ops::async_binary::WorkPriority
• prelude::ops::benchmark::RegressionSeverity
• prelude::ops::binary::OpComplexity
• prelude::ops::binary::core::OpComplexity
• prelude::ops::fusion::ElementwiseOpType
• prelude::ops::hybrid_scheduler::ExecutionStrategy
• prelude::ops::hybrid_scheduler::WorkPriority
• prelude::ops::hybrid_scheduler::WorkType
• prelude::ops::matmul::specialized::MixedPrecisionMode
• prelude::ops::reduction::gpu_execution::GpuReductionOp
• prelude::ops::reduction::gpu_kernels::ReductionOp
• prelude::ops::registry::AttrType
• prelude::ops::registry::AttrValue
• prelude::ops::registry::types::AttrType
• prelude::ops::registry::types::AttrValue
• prelude::ops::registry_extensions::KernelSelectionStrategy
• prelude::ops::shape_inference_registry::MetadataValue
• prelude::ops::shape_inference_registry::OperationCategory
• prelude::ops::shape_inference_registry::types::MetadataValue
• prelude::ops::shape_inference_registry::types::OperationCategory
• prelude::ops::unified_dispatch::Backend

Traits

• data::Dataset
• nn::Layer
• nn::Model
• onnx::OnnxExport
• onnx::OnnxImport
• optim::Optimizer
• prelude::Dataset
• prelude::Layer
• prelude::Model
• prelude::Optimizer
• prelude::ops::ShapeConstraint
• prelude::ops::activation::ActivationFunction
• prelude::ops::activation::core::ActivationFunction
• prelude::ops::binary::BinaryOp
• prelude::ops::binary::core::BinaryOp
• prelude::ops::comparison::ComparisonOp
• prelude::ops::logical::LogicalOp
• prelude::ops::logical::UnaryLogicalOp
• prelude::ops::numpy_compat::UniversalFunction
• prelude::ops::optimized_binary::OptimizedBinaryOp
• prelude::ops::registry::Kernel
• prelude::ops::registry::UltraKernel
• prelude::ops::registry::core::UltraKernel
• prelude::ops::registry::types::Kernel
• prelude::ops::shape_inference::ShapeConstraint

Macros

• deprecated_use
• log_debug
• log_error
• log_info
• log_trace
• log_warn
• tensor

Functions

• interop::ndarray::from_ndarray
• interop::ndarray::from_slice_with_shape
• interop::ndarray::round_trip
• interop::ndarray::to_ndarray
• io::load_tensor
• io::save_tensor
• logging::current_log_level
• logging::emit
• logging::init_from_env
• logging::set_log_backend
• logging::set_log_level
• platform::current_platform
• platform::detect_simd_capabilities
• prelude::binary_cross_entropy
• prelude::categorical_cross_entropy
• prelude::dtype::dtype_from_type
• prelude::mse
• prelude::ops::abs
• prelude::ops::absolute
• prelude::ops::activation::activation_module_info
• prelude::ops::activation::batch_gpu_activations
• prelude::ops::activation::core::get_activation_performance_report
• prelude::ops::activation::core::get_activation_registry
• prelude::ops::activation::core::reset_activation_counters
• prelude::ops::activation::dispatch_gpu_activation
• prelude::ops::activation::elu
• prelude::ops::activation::execute_gpu_activation
• prelude::ops::activation::fast_sigmoid_approx
• prelude::ops::activation::functions::elu
• prelude::ops::activation::functions::gelu
• prelude::ops::activation::functions::gelu_f32
• prelude::ops::activation::functions::hard_swish
• prelude::ops::activation::functions::hardswish
• prelude::ops::activation::functions::leaky_relu
• prelude::ops::activation::functions::log_softmax
• prelude::ops::activation::functions::mish
• prelude::ops::activation::functions::prelu
• prelude::ops::activation::functions::relu
• prelude::ops::activation::functions::relu6
• prelude::ops::activation::functions::relu_f32
• prelude::ops::activation::functions::relu_f64
• prelude::ops::activation::functions::sigmoid
• prelude::ops::activation::functions::sigmoid_f32
• prelude::ops::activation::functions::sigmoid_f64
• prelude::ops::activation::functions::softmax
• prelude::ops::activation::functions::swish
• prelude::ops::activation::functions::tanh
• prelude::ops::activation::functions::tanh_f32
• prelude::ops::activation::functions::tanh_f64
• prelude::ops::activation::gelu
• prelude::ops::activation::gelu_f32
• prelude::ops::activation::gelu_parallel_f32
• prelude::ops::activation::gelu_sequential_f32
• prelude::ops::activation::get_activation_performance_report
• prelude::ops::activation::get_activation_registry
• prelude::ops::activation::gpu::batch_gpu_activations
• prelude::ops::activation::gpu::dispatch_gpu_activation
• prelude::ops::activation::gpu::execute_gpu_activation
• prelude::ops::activation::gpu::softmax_gpu_f32
• prelude::ops::activation::gpu_available
• prelude::ops::activation::hard_swish
• prelude::ops::activation::hardswish
• prelude::ops::activation::implementations::gelu_parallel_f32
• prelude::ops::activation::implementations::gelu_sequential_f32
• prelude::ops::activation::implementations::sigmoid_vectorized
• prelude::ops::activation::implementations::tanh_vectorized
• prelude::ops::activation::implementations::ultra_relu_vectorized
• prelude::ops::activation::implementations::ultra_sigmoid_vectorized
• prelude::ops::activation::leaky_relu
• prelude::ops::activation::log_softmax
• prelude::ops::activation::mish
• prelude::ops::activation::prelu
• prelude::ops::activation::relu
• prelude::ops::activation::relu6
• prelude::ops::activation::relu_f32
• prelude::ops::activation::relu_f64
• prelude::ops::activation::reset_activation_counters
• prelude::ops::activation::select_activation_strategy
• prelude::ops::activation::sigmoid
• prelude::ops::activation::sigmoid_f32
• prelude::ops::activation::sigmoid_f64
• prelude::ops::activation::sigmoid_vectorized
• prelude::ops::activation::simd::fast_sigmoid_approx
• prelude::ops::activation::simd::simd_gelu_f32
• prelude::ops::activation::simd::simd_relu_f32
• prelude::ops::activation::simd::simd_sigmoid_f32
• prelude::ops::activation::simd::simd_tanh_f32
• prelude::ops::activation::simd_available
• prelude::ops::activation::simd_gelu_f32
• prelude::ops::activation::simd_relu_f32
• prelude::ops::activation::simd_sigmoid_f32
• prelude::ops::activation::simd_tanh_f32
• prelude::ops::activation::softmax
• prelude::ops::activation::softmax_gpu_f32
• prelude::ops::activation::strategy::select_activation_strategy
• prelude::ops::activation::supported_activation_count
• prelude::ops::activation::swish
• prelude::ops::activation::tanh
• prelude::ops::activation::tanh_f32
• prelude::ops::activation::tanh_f64
• prelude::ops::activation::tanh_vectorized
• prelude::ops::activation::ultra_relu_vectorized
• prelude::ops::activation::ultra_sigmoid_vectorized
• prelude::ops::activation::version
• prelude::ops::adaptive_avg_pool2d
• prelude::ops::adaptive_max_pool2d
• prelude::ops::add
• prelude::ops::add_async
• prelude::ops::add_async_priority
• prelude::ops::advanced_math::expit
• prelude::ops::advanced_math::gelu_tanh
• prelude::ops::advanced_math::hard_sigmoid
• prelude::ops::advanced_math::hard_swish
• prelude::ops::advanced_math::log_sigmoid
• prelude::ops::advanced_math::logit
• prelude::ops::advanced_math::logsumexp
• prelude::ops::advanced_math::mish
• prelude::ops::advanced_math::selu
• prelude::ops::advanced_math::softplus
• prelude::ops::advanced_math::softsign
• prelude::ops::apply_ufunc
• prelude::ops::arange
• prelude::ops::arccos
• prelude::ops::arccosh
• prelude::ops::arcsin
• prelude::ops::arcsinh
• prelude::ops::arctan
• prelude::ops::arctan2
• prelude::ops::arctanh
• prelude::ops::argmax
• prelude::ops::argmin
• prelude::ops::async_binary::add_async
• prelude::ops::async_binary::add_async_priority
• prelude::ops::async_binary::batch_add_async
• prelude::ops::async_binary::batch_mul_async
• prelude::ops::async_binary::div_async
• prelude::ops::async_binary::global_async_executor
• prelude::ops::async_binary::is_async_operations_idle
• prelude::ops::async_binary::mul_async
• prelude::ops::async_binary::mul_async_priority
• prelude::ops::async_binary::pow_async
• prelude::ops::async_binary::prelu_async
• prelude::ops::async_binary::sub_async
• prelude::ops::async_binary::synchronize_async_operations
• prelude::ops::avg_pool2d
• prelude::ops::avg_pool3d
• prelude::ops::basic::add
• prelude::ops::basic::clamp
• prelude::ops::basic::div
• prelude::ops::basic::mul
• prelude::ops::basic::scalar_add
• prelude::ops::basic::sub
• prelude::ops::batch_add_async
• prelude::ops::batch_matmul
• prelude::ops::batch_mul_async
• prelude::ops::batch_norm
• prelude::ops::benchmark::benchmark_binary_op
• prelude::ops::benchmark::benchmark_matmul_sizes
• prelude::ops::benchmark::benchmark_unary_op
• prelude::ops::bessel_j0
• prelude::ops::bessel_j1
• prelude::ops::bessel_y0
• prelude::ops::bessel_y1
• prelude::ops::binary::add
• prelude::ops::binary::binary_op
• prelude::ops::binary::broadcast_array
• prelude::ops::binary::clamp
• prelude::ops::binary::convenience::add
• prelude::ops::binary::convenience::clamp
• prelude::ops::binary::convenience::div
• prelude::ops::binary::convenience::get_binary_op_performance_report
• prelude::ops::binary::convenience::max
• prelude::ops::binary::convenience::min
• prelude::ops::binary::convenience::mul
• prelude::ops::binary::convenience::pow
• prelude::ops::binary::convenience::reset_binary_op_counters
• prelude::ops::binary::convenience::scalar_add
• prelude::ops::binary::convenience::sub
• prelude::ops::binary::convenience::ultra_add
• prelude::ops::binary::convenience::ultra_div
• prelude::ops::binary::convenience::ultra_mul
• prelude::ops::binary::convenience::ultra_sub
• prelude::ops::binary::core::get_binary_op_registry
• prelude::ops::binary::div
• prelude::ops::binary::fused::prefetch_memory
• prelude::ops::binary::get_binary_op_performance_report
• prelude::ops::binary::get_binary_op_registry
• prelude::ops::binary::implementation::binary_op
• prelude::ops::binary::max
• prelude::ops::binary::min
• prelude::ops::binary::mul
• prelude::ops::binary::pow
• prelude::ops::binary::reset_binary_op_counters
• prelude::ops::binary::scalar_add
• prelude::ops::binary::simd::simd_f32_ops::simd_add_f32
• prelude::ops::binary::simd::simd_f32_ops::simd_mul_f32
• prelude::ops::binary::sub
• prelude::ops::binary::ultra_add
• prelude::ops::binary::ultra_div
• prelude::ops::binary::ultra_mul
• prelude::ops::binary::ultra_sub
• prelude::ops::broadcast_to
• prelude::ops::cast
• prelude::ops::ceil
• prelude::ops::cholesky
• prelude::ops::cholesky_lapack
• prelude::ops::clamp
• prelude::ops::clear_performance_analytics
• prelude::ops::comparison::comparison_op
• prelude::ops::comparison::eq
• prelude::ops::comparison::ge
• prelude::ops::comparison::gt
• prelude::ops::comparison::le
• prelude::ops::comparison::lt
• prelude::ops::comparison::ne
• prelude::ops::concat
• prelude::ops::configure_ultra_performance
• prelude::ops::conv1d
• prelude::ops::conv2d
• prelude::ops::conv3d
• prelude::ops::conv::conv1d
• prelude::ops::conv::conv1d::conv1d
• prelude::ops::conv::conv2d
• prelude::ops::conv::conv2d::conv2d
• prelude::ops::conv::conv2d::conv2d_auto_layout
• prelude::ops::conv::conv2d::conv2d_with_layout
• prelude::ops::conv::conv2d_auto_layout
• prelude::ops::conv::conv2d_with_layout
• prelude::ops::conv::conv3d
• prelude::ops::conv::conv3d::conv3d
• prelude::ops::conv::conv_layout_benchmark
• prelude::ops::conv::conv_transpose2d
• prelude::ops::conv::depthwise::depthwise_conv2d
• prelude::ops::conv::depthwise_conv2d
• prelude::ops::conv::layout::conv2d_auto_layout
• prelude::ops::conv::layout::conv2d_with_layout
• prelude::ops::conv::layout::conv_layout_benchmark
• prelude::ops::conv::layout::layout_conversion_cost
• prelude::ops::conv::layout::select_optimal_layout
• prelude::ops::conv::layout::should_convert_layout
• prelude::ops::conv::transpose::conv_transpose2d
• prelude::ops::correlation
• prelude::ops::cos
• prelude::ops::cosh
• prelude::ops::covariance
• prelude::ops::create_f32_ufunc_registry
• prelude::ops::cumprod
• prelude::ops::cumsum
• prelude::ops::depthwise_conv2d
• prelude::ops::det
• prelude::ops::determinant_lapack
• prelude::ops::diag
• prelude::ops::diagonal
• prelude::ops::digamma
• prelude::ops::div
• prelude::ops::div_async
• prelude::ops::dot
• prelude::ops::eig
• prelude::ops::eigenvalues_lapack
• prelude::ops::einsum
• prelude::ops::einsum::batch_transpose
• prelude::ops::einsum::blas::try_blas_optimized_patterns
• prelude::ops::einsum::cache::cache_optimized_contraction
• prelude::ops::einsum::cache::execute_contraction_path
• prelude::ops::einsum::cache_friendly_trace
• prelude::ops::einsum::cache_optimized_contraction
• prelude::ops::einsum::compute_outer_product
• prelude::ops::einsum::core::einsum
• prelude::ops::einsum::core::extract_diagonal
• prelude::ops::einsum::core::infer_output_subscript
• prelude::ops::einsum::core::parse_einsum_equation
• prelude::ops::einsum::einsum
• prelude::ops::einsum::execute_contraction_path
• prelude::ops::einsum::extract_diagonal
• prelude::ops::einsum::gpu::gpu_einsum_batched_matmul
• prelude::ops::einsum::gpu::gpu_einsum_diagonal
• prelude::ops::einsum::gpu::gpu_einsum_matmul
• prelude::ops::einsum::gpu::gpu_einsum_outer_product
• prelude::ops::einsum::gpu::gpu_einsum_trace
• prelude::ops::einsum::gpu::gpu_einsum_transpose
• prelude::ops::einsum::gpu::gpu_einsum_vector_dot
• prelude::ops::einsum::gpu_einsum_batched_matmul
• prelude::ops::einsum::gpu_einsum_diagonal
• prelude::ops::einsum::gpu_einsum_matmul
• prelude::ops::einsum::gpu_einsum_outer_product
• prelude::ops::einsum::gpu_einsum_trace
• prelude::ops::einsum::gpu_einsum_transpose
• prelude::ops::einsum::gpu_einsum_vector_dot
• prelude::ops::einsum::infer_output_subscript
• prelude::ops::einsum::parse_einsum_equation
• prelude::ops::einsum::patterns::try_optimize_common_patterns
• prelude::ops::einsum::patterns::try_optimize_gpu_patterns
• prelude::ops::einsum::try_blas_optimized_patterns
• prelude::ops::einsum::try_optimize_common_patterns
• prelude::ops::einsum::try_optimize_gpu_patterns
• prelude::ops::einsum::utils::batch_transpose
• prelude::ops::einsum::utils::cache_friendly_trace
• prelude::ops::einsum::utils::compute_outer_product
• prelude::ops::elu
• prelude::ops::eq
• prelude::ops::erf
• prelude::ops::erfc
• prelude::ops::execute_fused_graph
• prelude::ops::exp
• prelude::ops::exp2
• prelude::ops::expand_as
• prelude::ops::expand_dims
• prelude::ops::expit
• prelude::ops::expm1
• prelude::ops::eye
• prelude::ops::fft
• prelude::ops::fft2
• prelude::ops::fft2_bf16
• prelude::ops::fft2_f16
• prelude::ops::fft2_inplace
• prelude::ops::fft3
• prelude::ops::fft3_inplace
• prelude::ops::fft::fft
• prelude::ops::fft::fft1d::fft
• prelude::ops::fft::fft1d::ifft
• prelude::ops::fft::fft1d::rfft
• prelude::ops::fft::fft2
• prelude::ops::fft::fft2_bf16
• prelude::ops::fft::fft2_f16
• prelude::ops::fft::fft2_inplace
• prelude::ops::fft::fft2d::fft2
• prelude::ops::fft::fft2d::ifft2
• prelude::ops::fft::fft3
• prelude::ops::fft::fft3_inplace
• prelude::ops::fft::fft3d::fft3
• prelude::ops::fft::fft3d::ifft3
• prelude::ops::fft::fft_bf16
• prelude::ops::fft::fft_f16
• prelude::ops::fft::fft_inplace
• prelude::ops::fft::generate_twiddle_factors
• prelude::ops::fft::gpu_kernels::gpu_fft2_dispatch
• prelude::ops::fft::gpu_kernels::gpu_fft3_dispatch
• prelude::ops::fft::gpu_kernels::gpu_fft_dispatch
• prelude::ops::fft::gpu_kernels::gpu_ifft2_dispatch
• prelude::ops::fft::gpu_kernels::gpu_ifft3_dispatch
• prelude::ops::fft::gpu_kernels::gpu_ifft_dispatch
• prelude::ops::fft::gpu_kernels::gpu_rfft_dispatch
• prelude::ops::fft::half_precision::fft2_bf16
• prelude::ops::fft::half_precision::fft2_f16
• prelude::ops::fft::half_precision::fft_bf16
• prelude::ops::fft::half_precision::fft_f16
• prelude::ops::fft::half_precision::ifft2_bf16
• prelude::ops::fft::half_precision::ifft2_f16
• prelude::ops::fft::half_precision::ifft_bf16
• prelude::ops::fft::half_precision::ifft_f16
• prelude::ops::fft::ifft
• prelude::ops::fft::ifft2
• prelude::ops::fft::ifft2_bf16
• prelude::ops::fft::ifft2_f16
• prelude::ops::fft::ifft2_inplace
• prelude::ops::fft::ifft3
• prelude::ops::fft::ifft3_inplace
• prelude::ops::fft::ifft_bf16
• prelude::ops::fft::ifft_f16
• prelude::ops::fft::ifft_inplace
• prelude::ops::fft::inplace::fft2_inplace
• prelude::ops::fft::inplace::fft3_inplace
• prelude::ops::fft::inplace::fft_inplace
• prelude::ops::fft::inplace::ifft2_inplace
• prelude::ops::fft::inplace::ifft3_inplace
• prelude::ops::fft::inplace::ifft_inplace
• prelude::ops::fft::rfft
• prelude::ops::fft::utils::generate_bit_reversal_table
• prelude::ops::fft::utils::generate_twiddle_factors
• prelude::ops::fft_bf16
• prelude::ops::fft_f16
• prelude::ops::fft_inplace
• prelude::ops::fix
• prelude::ops::flatten
• prelude::ops::flip
• prelude::ops::floor
• prelude::ops::fmax
• prelude::ops::fmin
• prelude::ops::fmod
• prelude::ops::fractional_avg_pool2d
• prelude::ops::fractional_max_pool2d
• prelude::ops::framework_comparison::print_framework_comparison_results
• prelude::ops::framework_comparison::run_framework_comparison_benchmark
• prelude::ops::from_range
• prelude::ops::fromfunction
• prelude::ops::full
• prelude::ops::fusion::execute_fused_graph
• prelude::ops::fusion::get_fusion_stats
• prelude::ops::fusion::print_fusion_report
• prelude::ops::fusion::record_fusion_opportunity
• prelude::ops::fusion::reset_fusion_stats
• prelude::ops::gamma
• prelude::ops::gather
• prelude::ops::ge
• prelude::ops::gelu
• prelude::ops::gelu_tanh
• prelude::ops::geomspace
• prelude::ops::get_fusion_stats
• prelude::ops::get_performance_analytics
• prelude::ops::global_avg_pool2d
• prelude::ops::global_avg_pool3d
• prelude::ops::global_max_pool2d
• prelude::ops::global_max_pool3d
• prelude::ops::gpu_tensorflow_benchmark::run_quick_gpu_tensorflow_benchmark
• prelude::ops::group_norm
• prelude::ops::gt
• prelude::ops::hard_sigmoid
• prelude::ops::hard_swish
• prelude::ops::hardswish
• prelude::ops::histogram
• prelude::ops::identity
• prelude::ops::ifft
• prelude::ops::ifft2
• prelude::ops::ifft2_bf16
• prelude::ops::ifft2_f16
• prelude::ops::ifft2_inplace
• prelude::ops::ifft3
• prelude::ops::ifft3_inplace
• prelude::ops::ifft_bf16
• prelude::ops::ifft_f16
• prelude::ops::ifft_inplace
• prelude::ops::infer_binary_elementwise
• prelude::ops::infer_binary_elementwise_validated
• prelude::ops::infer_concat
• prelude::ops::infer_conv2d
• prelude::ops::infer_matmul
• prelude::ops::infer_reduction
• prelude::ops::infer_reshape
• prelude::ops::inv
• prelude::ops::inverse_lapack
• prelude::ops::is_async_operations_idle
• prelude::ops::is_lapack_available
• prelude::ops::isfinite
• prelude::ops::isinf
• prelude::ops::isnan
• prelude::ops::kurtosis
• prelude::ops::lapack::cholesky_lapack
• prelude::ops::lapack::determinant_lapack
• prelude::ops::lapack::eigenvalues_lapack
• prelude::ops::lapack::inverse_lapack
• prelude::ops::lapack::is_lapack_available
• prelude::ops::lapack::lapack_provider
• prelude::ops::lapack::lstsq_lapack
• prelude::ops::lapack::lu_decompose_lapack
• prelude::ops::lapack::matmul_blas
• prelude::ops::lapack::pinv
• prelude::ops::lapack::qr_lapack
• prelude::ops::lapack::solve_lapack
• prelude::ops::lapack::svd_lapack
• prelude::ops::lapack_f32::determinant_f32
• prelude::ops::lapack_f32::inverse_f32
• prelude::ops::lapack_f32::solve_f32
• prelude::ops::lapack_f32::svd_f32
• prelude::ops::lapack_f64::determinant_f64
• prelude::ops::lapack_f64::inverse_f64
• prelude::ops::lapack_f64::solve_f64
• prelude::ops::lapack_f64::svd_f64
• prelude::ops::lapack_provider
• prelude::ops::layer_norm
• prelude::ops::le
• prelude::ops::leaky_relu
• prelude::ops::lgamma
• prelude::ops::linalg::cholesky
• prelude::ops::linalg::det
• prelude::ops::linalg::eig
• prelude::ops::linalg::inv
• prelude::ops::linalg::lu
• prelude::ops::linalg::qr_decomposition
• prelude::ops::linalg::svd
• prelude::ops::linspace
• prelude::ops::list_ufuncs
• prelude::ops::log
• prelude::ops::log10
• prelude::ops::log1p
• prelude::ops::log2
• prelude::ops::log_sigmoid
• prelude::ops::log_softmax
• prelude::ops::logical::logical_and
• prelude::ops::logical::logical_binary_op
• prelude::ops::logical::logical_not
• prelude::ops::logical::logical_or
• prelude::ops::logical::logical_unary_op
• prelude::ops::logical::logical_xor
• prelude::ops::logical_and
• prelude::ops::logical_not
• prelude::ops::logical_or
• prelude::ops::logical_xor
• prelude::ops::logit
• prelude::ops::logspace
• prelude::ops::logsumexp
• prelude::ops::lstsq_lapack
• prelude::ops::lt
• prelude::ops::lu
• prelude::ops::lu_decompose_lapack
• prelude::ops::manipulation::broadcast_indices
• prelude::ops::manipulation::broadcast_to
• prelude::ops::manipulation::calculate_strides
• prelude::ops::manipulation::cast
• prelude::ops::manipulation::common::broadcast_indices
• prelude::ops::manipulation::common::calculate_strides
• prelude::ops::manipulation::common::coords_to_flat
• prelude::ops::manipulation::common::flat_to_coords
• prelude::ops::manipulation::concat
• prelude::ops::manipulation::concatenation::concat
• prelude::ops::manipulation::concatenation::expand_dims
• prelude::ops::manipulation::concatenation::repeat
• prelude::ops::manipulation::concatenation::slice
• prelude::ops::manipulation::concatenation::split
• prelude::ops::manipulation::concatenation::stack
• prelude::ops::manipulation::concatenation::tile
• prelude::ops::manipulation::coords_to_flat
• prelude::ops::manipulation::expand_as
• prelude::ops::manipulation::expand_dims
• prelude::ops::manipulation::flat_to_coords
• prelude::ops::manipulation::flatten
• prelude::ops::manipulation::flip
• prelude::ops::manipulation::gather
• prelude::ops::manipulation::identity
• prelude::ops::manipulation::indexing::gather
• prelude::ops::manipulation::indexing::scatter
• prelude::ops::manipulation::indexing::select
• prelude::ops::manipulation::indexing::slice
• prelude::ops::manipulation::indexing::slice_with_stride
• prelude::ops::manipulation::indexing::where_op
• prelude::ops::manipulation::one_hot
• prelude::ops::manipulation::pad
• prelude::ops::manipulation::repeat
• prelude::ops::manipulation::reshape
• prelude::ops::manipulation::roll
• prelude::ops::manipulation::scatter
• prelude::ops::manipulation::select
• prelude::ops::manipulation::shape::broadcast_to
• prelude::ops::manipulation::shape::expand_as
• prelude::ops::manipulation::shape::expand_dims
• prelude::ops::manipulation::shape::flatten
• prelude::ops::manipulation::shape::reshape
• prelude::ops::manipulation::shape::squeeze
• prelude::ops::manipulation::shape::unsqueeze
• prelude::ops::manipulation::slice
• prelude::ops::manipulation::slice_with_stride
• prelude::ops::manipulation::split
• prelude::ops::manipulation::squeeze
• prelude::ops::manipulation::stack
• prelude::ops::manipulation::tile
• prelude::ops::manipulation::transpose
• prelude::ops::manipulation::transpose::flip
• prelude::ops::manipulation::transpose::roll
• prelude::ops::manipulation::transpose::transpose
• prelude::ops::manipulation::transpose::transpose_axes
• prelude::ops::manipulation::transpose_axes
• prelude::ops::manipulation::unsqueeze
• prelude::ops::manipulation::utilities::cast
• prelude::ops::manipulation::utilities::identity
• prelude::ops::manipulation::utilities::one_hot
• prelude::ops::manipulation::utilities::pad
• prelude::ops::manipulation::where_op
• prelude::ops::matmul
• prelude::ops::matmul::batch::extract_2d_slice
• prelude::ops::matmul::batch::matmul_batch
• prelude::ops::matmul::batch::store_2d_slice
• prelude::ops::matmul::batch_matmul
• prelude::ops::matmul::core::batch_matmul
• prelude::ops::matmul::core::dot
• prelude::ops::matmul::core::matmul
• prelude::ops::matmul::dot
• prelude::ops::matmul::gpu::matmul_batch_gpu
• prelude::ops::matmul::gpu::matmul_gpu_2d
• prelude::ops::matmul::gpu::matmul_mixed_precision_gpu
• prelude::ops::matmul::matmul
• prelude::ops::matmul::matmul_mixed_precision
• prelude::ops::matmul::optimized::matmul_2d_optimized
• prelude::ops::matmul::optimized::matmul_blas_f32
• prelude::ops::matmul::optimized::matmul_blas_f64
• prelude::ops::matmul::optimized::matmul_blocked
• prelude::ops::matmul::optimized::matmul_blocked_optimized
• prelude::ops::matmul::optimized::matmul_cache_optimized
• prelude::ops::matmul::optimized::matmul_simple_optimized
• prelude::ops::matmul::outer
• prelude::ops::matmul::shapes::broadcast_shapes
• prelude::ops::matmul::shapes::compute_broadcast_indices
• prelude::ops::matmul::shapes::compute_matmul_shape
• prelude::ops::matmul::specialized::matmul_mixed_precision
• prelude::ops::matmul::specialized::matmul_outer_product
• prelude::ops::matmul::specialized::outer
• prelude::ops::matmul_blas
• prelude::ops::max
• prelude::ops::max_pool2d
• prelude::ops::max_pool3d
• prelude::ops::maximum
• prelude::ops::mean
• prelude::ops::median
• prelude::ops::meshgrid
• prelude::ops::min
• prelude::ops::minimum
• prelude::ops::mish
• prelude::ops::modulo
• prelude::ops::moment
• prelude::ops::mul
• prelude::ops::mul_async
• prelude::ops::mul_async_priority
• prelude::ops::multinomial_f32
• prelude::ops::ne
• prelude::ops::neg
• prelude::ops::negative
• prelude::ops::normalization::batch_norm
• prelude::ops::normalization::batch_norm::batch_norm
• prelude::ops::normalization::group_norm
• prelude::ops::normalization::group_norm::group_norm
• prelude::ops::normalization::layer_norm
• prelude::ops::normalization::layer_norm::layer_norm
• prelude::ops::normalization::sync_batch_norm
• prelude::ops::normalization::sync_batch_norm::sync_batch_norm
• prelude::ops::np_identity
• prelude::ops::np_tanh
• prelude::ops::numpy_array_creation::arange
• prelude::ops::numpy_array_creation::diag
• prelude::ops::numpy_array_creation::diagonal
• prelude::ops::numpy_array_creation::eye
• prelude::ops::numpy_array_creation::from_range
• prelude::ops::numpy_array_creation::fromfunction
• prelude::ops::numpy_array_creation::full
• prelude::ops::numpy_array_creation::geomspace
• prelude::ops::numpy_array_creation::identity
• prelude::ops::numpy_array_creation::linspace
• prelude::ops::numpy_array_creation::logspace
• prelude::ops::numpy_array_creation::meshgrid
• prelude::ops::numpy_array_creation::ones
• prelude::ops::numpy_array_creation::tri
• prelude::ops::numpy_array_creation::tril
• prelude::ops::numpy_array_creation::triu
• prelude::ops::numpy_array_creation::zeros
• prelude::ops::numpy_broadcast_arrays
• prelude::ops::numpy_compat::absolute
• prelude::ops::numpy_compat::apply_ufunc
• prelude::ops::numpy_compat::arccos
• prelude::ops::numpy_compat::arccosh
• prelude::ops::numpy_compat::arcsin
• prelude::ops::numpy_compat::arcsinh
• prelude::ops::numpy_compat::arctan
• prelude::ops::numpy_compat::arctan2
• prelude::ops::numpy_compat::arctanh
• prelude::ops::numpy_compat::ceil
• prelude::ops::numpy_compat::cos
• prelude::ops::numpy_compat::cosh
• prelude::ops::numpy_compat::create_f32_ufunc_registry
• prelude::ops::numpy_compat::exp
• prelude::ops::numpy_compat::exp2
• prelude::ops::numpy_compat::expm1
• prelude::ops::numpy_compat::fix
• prelude::ops::numpy_compat::floor
• prelude::ops::numpy_compat::fmax
• prelude::ops::numpy_compat::fmin
• prelude::ops::numpy_compat::fmod
• prelude::ops::numpy_compat::isfinite
• prelude::ops::numpy_compat::isinf
• prelude::ops::numpy_compat::isnan
• prelude::ops::numpy_compat::list_ufuncs
• prelude::ops::numpy_compat::log
• prelude::ops::numpy_compat::log10
• prelude::ops::numpy_compat::log1p
• prelude::ops::numpy_compat::log2
• prelude::ops::numpy_compat::maximum
• prelude::ops::numpy_compat::minimum
• prelude::ops::numpy_compat::modulo
• prelude::ops::numpy_compat::negative
• prelude::ops::numpy_compat::numpy_broadcast_arrays
• prelude::ops::numpy_compat::reciprocal
• prelude::ops::numpy_compat::remainder
• prelude::ops::numpy_compat::rint
• prelude::ops::numpy_compat::sign
• prelude::ops::numpy_compat::signbit
• prelude::ops::numpy_compat::sin
• prelude::ops::numpy_compat::sinh
• prelude::ops::numpy_compat::sqrt
• prelude::ops::numpy_compat::square
• prelude::ops::numpy_compat::tan
• prelude::ops::numpy_compat::tanh
• prelude::ops::numpy_compat::trunc
• prelude::ops::one_hot
• prelude::ops::ones
• prelude::ops::optimized_binary::optimized_add
• prelude::ops::optimized_binary::optimized_binary_op
• prelude::ops::optimized_binary::optimized_binary_op_copy
• prelude::ops::optimized_binary::optimized_div
• prelude::ops::optimized_binary::optimized_mul
• prelude::ops::optimized_binary::optimized_sub
• prelude::ops::optimized_matmul_v2::ultra_matmul_v2
• prelude::ops::outer
• prelude::ops::pad
• prelude::ops::percentile
• prelude::ops::performance_benchmark::benchmark_binary_operations
• prelude::ops::performance_benchmark::print_benchmark_results
• prelude::ops::performance_benchmark::run_performance_benchmark
• prelude::ops::pooling::adaptive_avg_pool2d
• prelude::ops::pooling::adaptive_max_pool2d
• prelude::ops::pooling::adaptive_pooling::adaptive_avg_pool2d
• prelude::ops::pooling::adaptive_pooling::adaptive_max_pool2d
• prelude::ops::pooling::avg_pool2d
• prelude::ops::pooling::avg_pool3d
• prelude::ops::pooling::basic_pooling::avg_pool2d
• prelude::ops::pooling::basic_pooling::avg_pool3d
• prelude::ops::pooling::basic_pooling::max_pool2d
• prelude::ops::pooling::basic_pooling::max_pool3d
• prelude::ops::pooling::fractional_avg_pool2d
• prelude::ops::pooling::fractional_max_pool2d
• prelude::ops::pooling::fractional_pooling::fractional_avg_pool2d
• prelude::ops::pooling::fractional_pooling::fractional_max_pool2d
• prelude::ops::pooling::global_avg_pool2d
• prelude::ops::pooling::global_avg_pool3d
• prelude::ops::pooling::global_max_pool2d
• prelude::ops::pooling::global_max_pool3d
• prelude::ops::pooling::global_pooling::global_avg_pool2d
• prelude::ops::pooling::global_pooling::global_avg_pool3d
• prelude::ops::pooling::global_pooling::global_max_pool2d
• prelude::ops::pooling::global_pooling::global_max_pool3d
• prelude::ops::pooling::max_pool2d
• prelude::ops::pooling::max_pool3d
• prelude::ops::pooling::roi_align2d
• prelude::ops::pooling::roi_pool2d
• prelude::ops::pooling::roi_pooling::roi_align2d
• prelude::ops::pooling::roi_pooling::roi_pool2d
• prelude::ops::pow
• prelude::ops::pow_async
• prelude::ops::prelu
• prelude::ops::prelu_async
• prelude::ops::print_framework_comparison_results
• prelude::ops::print_fusion_report
• prelude::ops::qr_lapack
• prelude::ops::quantile
• prelude::ops::rand_f32
• prelude::ops::rand_f64
• prelude::ops::randn_f32
• prelude::ops::randn_f64
• prelude::ops::random::multinomial_f32
• prelude::ops::random::rand_f32
• prelude::ops::random::rand_f64
• prelude::ops::random::randn_f32
• prelude::ops::random::randn_f64
• prelude::ops::random::random_normal_f32
• prelude::ops::random::random_normal_f32_device
• prelude::ops::random::random_normal_f64
• prelude::ops::random::random_uniform_f32
• prelude::ops::random::random_uniform_f32_device
• prelude::ops::random::random_uniform_f64
• prelude::ops::random::random_uniform_int
• prelude::ops::random_normal_f32
• prelude::ops::random_normal_f32_device
• prelude::ops::random_normal_f64
• prelude::ops::random_uniform_f32
• prelude::ops::random_uniform_f32_device
• prelude::ops::random_uniform_f64
• prelude::ops::random_uniform_int
• prelude::ops::range
• prelude::ops::reciprocal
• prelude::ops::record_fusion_opportunity
• prelude::ops::reduction::all
• prelude::ops::reduction::any
• prelude::ops::reduction::argmax
• prelude::ops::reduction::argmin
• prelude::ops::reduction::argops::argmax
• prelude::ops::reduction::argops::argmin
• prelude::ops::reduction::argops::topk
• prelude::ops::reduction::boolean::all
• prelude::ops::reduction::boolean::any
• prelude::ops::reduction::common::normalize_axis
• prelude::ops::reduction::cumprod
• prelude::ops::reduction::cumsum
• prelude::ops::reduction::cumulative::cumprod
• prelude::ops::reduction::cumulative::cumsum
• prelude::ops::reduction::gpu_execution::execute_gpu_max_reduction
• prelude::ops::reduction::gpu_execution::execute_gpu_mean_reduction
• prelude::ops::reduction::gpu_execution::execute_gpu_min_reduction
• prelude::ops::reduction::gpu_execution::execute_gpu_product_reduction
• prelude::ops::reduction::gpu_execution::execute_gpu_reduction
• prelude::ops::reduction::gpu_execution::execute_gpu_sum_reduction
• prelude::ops::reduction::gpu_execution::execute_gpu_variance_reduction
• prelude::ops::reduction::gpu_kernels::gpu_l1_norm_axis
• prelude::ops::reduction::gpu_kernels::gpu_l2_norm_axis
• prelude::ops::reduction::gpu_kernels::gpu_max_axis
• prelude::ops::reduction::gpu_kernels::gpu_mean_axis
• prelude::ops::reduction::gpu_kernels::gpu_min_axis
• prelude::ops::reduction::gpu_kernels::gpu_reduce_all
• prelude::ops::reduction::gpu_kernels::gpu_reduce_axis
• prelude::ops::reduction::gpu_kernels::gpu_std_axis
• prelude::ops::reduction::gpu_kernels::gpu_sum_axis
• prelude::ops::reduction::gpu_kernels::gpu_var_axis
• prelude::ops::reduction::max
• prelude::ops::reduction::mean
• prelude::ops::reduction::min
• prelude::ops::reduction::normalize_axis
• prelude::ops::reduction::prod
• prelude::ops::reduction::segment::minmax::segment_max
• prelude::ops::reduction::segment::minmax::segment_min
• prelude::ops::reduction::segment::prod_any_all::segment_all
• prelude::ops::reduction::segment::prod_any_all::segment_any
• prelude::ops::reduction::segment::prod_any_all::segment_prod
• prelude::ops::reduction::segment::segment_all
• prelude::ops::reduction::segment::segment_any
• prelude::ops::reduction::segment::segment_max
• prelude::ops::reduction::segment::segment_mean
• prelude::ops::reduction::segment::segment_min
• prelude::ops::reduction::segment::segment_prod
• prelude::ops::reduction::segment::segment_sum
• prelude::ops::reduction::segment::sum_mean::segment_mean
• prelude::ops::reduction::segment::sum_mean::segment_sum
• prelude::ops::reduction::segment::unsorted::unsorted_segment_max
• prelude::ops::reduction::segment::unsorted::unsorted_segment_mean
• prelude::ops::reduction::segment::unsorted::unsorted_segment_min
• prelude::ops::reduction::segment::unsorted::unsorted_segment_prod
• prelude::ops::reduction::segment::unsorted::unsorted_segment_sum
• prelude::ops::reduction::segment::unsorted_segment_max
• prelude::ops::reduction::segment::unsorted_segment_mean
• prelude::ops::reduction::segment::unsorted_segment_min
• prelude::ops::reduction::segment::unsorted_segment_prod
• prelude::ops::reduction::segment::unsorted_segment_sum
• prelude::ops::reduction::segment_max
• prelude::ops::reduction::segment_mean
• prelude::ops::reduction::segment_sum
• prelude::ops::reduction::statistical::max
• prelude::ops::reduction::statistical::mean
• prelude::ops::reduction::statistical::min
• prelude::ops::reduction::statistical::prod
• prelude::ops::reduction::statistical::reduce_all_cpu
• prelude::ops::reduction::statistical::reduce_axis_cpu
• prelude::ops::reduction::statistical::sum
• prelude::ops::reduction::statistical::variance
• prelude::ops::reduction::sum
• prelude::ops::reduction::topk
• prelude::ops::reduction::variance
• prelude::ops::registry_extensions::generate_performance_report
• prelude::ops::registry_extensions::get_kernel_smart
• prelude::ops::registry_extensions::print_performance_report
• prelude::ops::registry_extensions::warm_kernels
• prelude::ops::relu
• prelude::ops::relu6
• prelude::ops::remainder
• prelude::ops::repeat
• prelude::ops::reset_fusion_stats
• prelude::ops::reshape
• prelude::ops::rfft
• prelude::ops::rint
• prelude::ops::roi_align2d
• prelude::ops::roi_pool2d
• prelude::ops::roll
• prelude::ops::run_framework_comparison_benchmark
• prelude::ops::run_quick_gpu_tensorflow_benchmark
• prelude::ops::scalar_add
• prelude::ops::scatter
• prelude::ops::select
• prelude::ops::selu
• prelude::ops::shape_inference::infer_binary_elementwise
• prelude::ops::shape_inference::infer_binary_elementwise_validated
• prelude::ops::shape_inference::infer_concat
• prelude::ops::shape_inference::infer_conv2d
• prelude::ops::shape_inference::infer_matmul
• prelude::ops::shape_inference::infer_reduction
• prelude::ops::shape_inference::infer_reshape
• prelude::ops::shape_inference_registry::get_registry
• prelude::ops::shape_inference_registry::global::get_registry
• prelude::ops::shape_inference_registry::global::initialize_registry
• prelude::ops::shape_inference_registry::initialize_registry
• prelude::ops::sigmoid
• prelude::ops::sign
• prelude::ops::signbit
• prelude::ops::sin
• prelude::ops::sinh
• prelude::ops::skewness
• prelude::ops::slice
• prelude::ops::slice_with_stride
• prelude::ops::smooth_l1_loss
• prelude::ops::softmax
• prelude::ops::softplus
• prelude::ops::softsign
• prelude::ops::solve_lapack
• prelude::ops::special::bessel_j0
• prelude::ops::special::bessel_j1
• prelude::ops::special::bessel_y0
• prelude::ops::special::bessel_y1
• prelude::ops::special::digamma
• prelude::ops::special::erf
• prelude::ops::special::erfc
• prelude::ops::special::gamma
• prelude::ops::special::lgamma
• prelude::ops::special::smooth_l1_loss
• prelude::ops::split
• prelude::ops::sqrt
• prelude::ops::square
• prelude::ops::squeeze
• prelude::ops::stack
• prelude::ops::stats::clear_performance_metrics
• prelude::ops::stats::config::clear_performance_metrics
• prelude::ops::stats::config::generate_performance_report
• prelude::ops::stats::config::get_performance_metrics
• prelude::ops::stats::config::get_stats_config
• prelude::ops::stats::config::set_stats_config
• prelude::ops::stats::correlation
• prelude::ops::stats::covariance
• prelude::ops::stats::distribution::correlation
• prelude::ops::stats::distribution::covariance
• prelude::ops::stats::distribution::median
• prelude::ops::stats::distribution::quantile
• prelude::ops::stats::generate_performance_report
• prelude::ops::stats::get_performance_metrics
• prelude::ops::stats::get_stats_config
• prelude::ops::stats::histogram
• prelude::ops::stats::histogram::histogram
• prelude::ops::stats::kurtosis
• prelude::ops::stats::median
• prelude::ops::stats::moment
• prelude::ops::stats::moments::kurtosis
• prelude::ops::stats::moments::moment
• prelude::ops::stats::moments::percentile
• prelude::ops::stats::moments::range
• prelude::ops::stats::moments::skewness
• prelude::ops::stats::percentile
• prelude::ops::stats::quantile
• prelude::ops::stats::range
• prelude::ops::stats::set_stats_config
• prelude::ops::stats::skewness
• prelude::ops::sub
• prelude::ops::sub_async
• prelude::ops::sum
• prelude::ops::svd
• prelude::ops::svd_lapack
• prelude::ops::swish
• prelude::ops::synchronize_async_operations
• prelude::ops::tan
• prelude::ops::tanh
• prelude::ops::tile
• prelude::ops::topk
• prelude::ops::transpose
• prelude::ops::tri
• prelude::ops::tril
• prelude::ops::triu
• prelude::ops::trunc
• prelude::ops::ultra_matmul
• prelude::ops::ultra_matmul_v2
• prelude::ops::ultra_matmul_v3
• prelude::ops::ultra_matmul_v3::clear_performance_analytics
• prelude::ops::ultra_matmul_v3::configure_ultra_performance
• prelude::ops::ultra_matmul_v3::get_performance_analytics
• prelude::ops::ultra_matmul_v3::ultra_matmul_v3
• prelude::ops::ultra_performance_matmul::ultra_matmul
• prelude::ops::unary::abs
• prelude::ops::unary::absolute
• prelude::ops::unary::ceil
• prelude::ops::unary::cos
• prelude::ops::unary::cosh
• prelude::ops::unary::exp
• prelude::ops::unary::exp2
• prelude::ops::unary::expm1
• prelude::ops::unary::fix
• prelude::ops::unary::floor
• prelude::ops::unary::log
• prelude::ops::unary::log10
• prelude::ops::unary::log1p
• prelude::ops::unary::log2
• prelude::ops::unary::neg
• prelude::ops::unary::negative
• prelude::ops::unary::reciprocal
• prelude::ops::unary::rint
• prelude::ops::unary::sign
• prelude::ops::unary::signbit
• prelude::ops::unary::sin
• prelude::ops::unary::sinh
• prelude::ops::unary::sqrt
• prelude::ops::unary::square
• prelude::ops::unary::tan
• prelude::ops::unary::tanh
• prelude::ops::unary::trunc
• prelude::ops::unified_dispatch::dispatch_op
• prelude::ops::unsqueeze
• prelude::ops::where_op
• prelude::ops::zeros
• prelude::quick_train::quick_experiment
• prelude::quick_train::train_with_adam
• prelude::quick_train::train_with_sgd
• utils::bytes_to_human_readable
• utils::clamp
• utils::clamp_slice_inplace
• utils::flat_index
• utils::lerp
• utils::log_softmax
• utils::next_power_of_two
• utils::num_elements
• utils::shape_to_strides
• utils::sigmoid
• utils::sigmoid_slice
• utils::softmax
• version
• version_check::assert_versions_consistent
• version_check::check_version_consistency
• version_check::subcrate_versions
• version_info

Type Aliases

• CoreResult
• common::Shape
• error::Result
• logging::LogBackend
• prelude::CoreResult
• prelude::ops::registry::ShapeFn
• prelude::ops::registry::types::ShapeFn
• prelude::ops::shape_inference_registry::OperationMetadata
• prelude::ops::shape_inference_registry::ShapeInferenceFn
• prelude::ops::shape_inference_registry::types::OperationMetadata
• prelude::ops::shape_inference_registry::types::ShapeInferenceFn
• type_aliases::BatchTensor
• type_aliases::Matrix
• type_aliases::Tensor1D
• type_aliases::Tensor1Df32
• type_aliases::Tensor1Df64
• type_aliases::Tensor2D
• type_aliases::Tensor2Df32
• type_aliases::Tensor2Df64
• type_aliases::Tensor3D
• type_aliases::Tensor3Df32
• type_aliases::Tensor3Df64
• type_aliases::Tensor4D
• type_aliases::Tensor4Df32
• type_aliases::Tensor4Df64
• type_aliases::Vector

Constants

• VERSION
• prelude::ops::activation::APPROX_THRESHOLD
• prelude::ops::activation::GPU_THRESHOLD
• prelude::ops::activation::PARALLEL_THRESHOLD
• prelude::ops::activation::SIMD_THRESHOLD
• prelude::ops::activation::strategy::APPROX_THRESHOLD
• prelude::ops::activation::strategy::GPU_THRESHOLD
• prelude::ops::activation::strategy::PARALLEL_THRESHOLD
• prelude::ops::activation::strategy::SIMD_THRESHOLD