List of all items
Structs
- commands::benchmark::CompareArgs
- commands::benchmark::ReportArgs
- commands::benchmark::RunArgs
- commands::benchmark_real::BenchmarkConfig
- commands::benchmark_real::BenchmarkResults
- commands::benchmark_real::BenchmarkSummary
- commands::benchmark_real::ComputeMetrics
- commands::benchmark_real::ConfigBenchmark
- commands::benchmark_real::ConfigSummary
- commands::benchmark_real::DevicePerformance
- commands::benchmark_real::GpuInfo
- commands::benchmark_real::LatencyMetrics
- commands::benchmark_real::MemoryMetrics
- commands::benchmark_real::SystemInfo
- commands::benchmark_real::ThroughputMetrics
- commands::dataset::AnalyzeArgs
- commands::dataset::DownloadArgs
- commands::dataset::PreprocessArgs
- commands::dataset::SplitArgs
- commands::dataset_real::DatasetInfo
- commands::dataset_real::DatasetStatistics
- commands::dataset_real::SplitInfo
- commands::dev::CodegenArgs
- commands::dev::DebugArgs
- commands::dev::ProfileArgs
- commands::dev::TestArgs
- commands::hub::DownloadArgs
- commands::hub::ListArgs
- commands::hub::SearchArgs
- commands::hub::UploadArgs
- commands::info::DiagnosticResult
- commands::info::FeatureInfo
- commands::info::InfoCommand
- commands::info::InstallationInfo
- commands::info::SystemInformation
- commands::info::TorshInfo
- commands::init::InitCommand
- commands::model::args::BenchmarkArgs
- commands::model::args::CompressArgs
- commands::model::args::ConvertArgs
- commands::model::args::ExtractArgs
- commands::model::args::InspectArgs
- commands::model::args::MergeArgs
- commands::model::args::OptimizeArgs
- commands::model::args::PruneArgs
- commands::model::args::QuantizeArgs
- commands::model::args::ValidateArgs
- commands::model::benchmarking::types::AdvancedPerformanceMetrics
- commands::model::benchmarking::types::BenchmarkComparison
- commands::model::benchmarking::types::BenchmarkInputConfig
- commands::model::benchmarking::types::BenchmarkInputs
- commands::model::benchmarking::types::BenchmarkModel
- commands::model::benchmarking::types::BenchmarkProfiler
- commands::model::benchmarking::types::BenchmarkSuiteConfig
- commands::model::benchmarking::types::CustomBenchmarkDefinition
- commands::model::benchmarking::types::InferenceMetrics
- commands::model::benchmarking::types::KernelEfficiency
- commands::model::benchmarking::types::LatencyPercentiles
- commands::model::benchmarking::types::MemoryBandwidth
- commands::model::benchmarking::types::PerformanceThresholds
- commands::model::benchmarking::types::ProfilingSummary
- commands::model::benchmarking::types::RegressionConfig
- commands::model::benchmarking::types::ThermalCharacteristics
- commands::model::enhanced_profiling::LayerProfile
- commands::model::enhanced_profiling::ModelProfile
- commands::model::enhanced_serialization::EnhancedTorshModel
- commands::model::profiling::LayerProfile
- commands::model::profiling::ModelProfile
- commands::model::profiling::ProfilingConfig
- commands::model::pytorch_parser::PyTorchModelInfo
- commands::model::real_benchmarking::BenchmarkConfig
- commands::model::real_benchmarking::DetailedBenchmarkResults
- commands::model::real_benchmarking::LatencyStatistics
- commands::model::tensor_integration::ModelTensor
- commands::model::types::LayerInfo
- commands::model::types::MemoryBreakdown
- commands::model::types::ModelInfo
- commands::model::types::ModelMetadata
- commands::model::types::ModelResult
- commands::model::types::ModelStatistics
- commands::model::types::PerformanceCharacteristics
- commands::model::types::QuantizationConfig
- commands::model::types::TensorInfo
- commands::model::types::TimingResult
- commands::model::types::TorshModel
- commands::model::validation::ActivationStatistics
- commands::model::validation::GradientCheckResult
- commands::model::validation::GradientStatistics
- commands::model::validation::StabilityAnalysis
- commands::model::validation::ValidationResult
- commands::quantize_real::CalibrationStats
- commands::quantize_real::LayerQuantizationStats
- commands::quantize_real::MixedPrecisionConfig
- commands::quantize_real::QuantizationConfig
- commands::quantize_real::QuantizationResults
- commands::quantize_real::QuantizationStatistics
- commands::train::MonitorArgs
- commands::train::ResumeArgs
- commands::train::StartArgs
- commands::train::StopArgs
- commands::train_real::AugmentationConfig
- commands::train_real::CheckpointConfig
- commands::train_real::ColorJitterConfig
- commands::train_real::DataConfig
- commands::train_real::EpochMetrics
- commands::train_real::LoggingConfig
- commands::train_real::ModelConfig
- commands::train_real::OptimizerConfig
- commands::train_real::SchedulerConfig
- commands::train_real::TrainingConfig
- commands::train_real::TrainingHistory
- commands::train_real::TrainingHyperparameters
- commands::train_real::TrainingState
- commands::update::UpdateCommand
- config::BenchmarkConfig
- config::CodegenConfig
- config::Config
- config::DevConfig
- config::DistributedConfig
- config::FusionConfig
- config::GeneralConfig
- config::HubConfig
- config::ModelConfig
- config::OptimizationConfig
- config::PruningConfig
- config::QuantizationConfig
- config::TestingConfig
- config::TrainingConfig
- config::ValidationConfig
- utils::system::SystemInfo
Enums
- commands::benchmark::BenchmarkCommands
- commands::dataset::DatasetCommands
- commands::dataset_real::DatasetOperation
- commands::dev::DevCommands
- commands::hub::HubCommands
- commands::info::DiagnosticStatus
- commands::model::ModelCommands
- commands::model::benchmarking::types::RegressionComparisonMode
- commands::model::pytorch_parser::PyTorchLayerType
- commands::model::types::DType
- commands::model::types::Device
- commands::model::types::ModelFormat
- commands::model::types::PrecisionMode
- commands::model::types::QuantizationMode
- commands::model::types::VisualizationFormat
- commands::quantize_real::QuantizationMode
- commands::quantize_real::QuantizationPrecision
- commands::train::TrainCommands
Functions
- check_version
- commands::benchmark::execute
- commands::benchmark_real::execute_benchmark
- commands::benchmark_real::export_results
- commands::dataset::execute
- commands::dataset_real::calculate_dataset_statistics
- commands::dataset_real::download_dataset
- commands::dataset_real::prepare_dataset
- commands::dataset_real::split_dataset
- commands::dataset_real::transform_dataset
- commands::dataset_real::validate_dataset
- commands::dev::execute
- commands::hub::execute
- commands::info::execute
- commands::init::execute
- commands::model::analysis::analyze_model_file
- commands::model::analysis::inspect_model
- commands::model::analysis::validate_model
- commands::model::benchmarking::functions::benchmark_model
- commands::model::benchmarking::functions::calculate_advanced_metrics
- commands::model::benchmarking::functions::create_default_benchmark_suite
- commands::model::benchmarking::functions::create_ml_benchmark_suite
- commands::model::benchmarking::functions::create_ops_benchmark_suite
- commands::model::benchmarking::functions::run_benchmark_suite
- commands::model::conversion::compress_model
- commands::model::conversion::convert_model
- commands::model::conversion::extract_model
- commands::model::conversion::merge_model
- commands::model::enhanced_profiling::export_profile_json
- commands::model::enhanced_profiling::format_model_profile
- commands::model::enhanced_profiling::profile_model
- commands::model::enhanced_profiling::profile_model_runtime
- commands::model::enhanced_serialization::get_enhanced_model_stats
- commands::model::enhanced_serialization::load_enhanced_model
- commands::model::enhanced_serialization::save_enhanced_model
- commands::model::enhanced_serialization::verify_enhanced_model
- commands::model::execute
- commands::model::optimization::optimize_model
- commands::model::optimization::prune_model
- commands::model::optimization::quantize_model
- commands::model::profiling::generate_profiling_report
- commands::model::profiling::profile_model
- commands::model::pytorch_parser::convert_pytorch_to_torsh
- commands::model::pytorch_parser::generate_conversion_report
- commands::model::pytorch_parser::map_pytorch_tensor_to_torsh
- commands::model::pytorch_parser::parse_pytorch_model
- commands::model::pytorch_parser::validate_conversion
- commands::model::real_benchmarking::benchmark_batch_sizes
- commands::model::real_benchmarking::benchmark_devices
- commands::model::real_benchmarking::benchmark_model_real
- commands::model::real_benchmarking::format_benchmark_results
- commands::model::real_benchmarking::to_timing_result
- commands::model::serialization::create_sample_model
- commands::model::serialization::export_safetensors
- commands::model::serialization::get_model_stats
- commands::model::serialization::load_model
- commands::model::serialization::save_model
- commands::model::serialization::verify_model
- commands::model::tensor_integration::calculate_real_memory_usage
- commands::model::tensor_integration::calculate_tensor_statistics
- commands::model::tensor_integration::create_real_model
- commands::model::tensor_integration::estimate_tensor_flops
- commands::model::tensor_integration::forward_pass
- commands::model::tensor_integration::gradient_check
- commands::model::tensor_integration::validate_tensor_shapes
- commands::model::tensor_integration::xavier_init
- commands::model::tensor_integration::zero_bias_init
- commands::model::types::calculate_memory_breakdown
- commands::model::types::calculate_memory_footprint
- commands::model::types::calculate_model_statistics
- commands::model::types::estimate_flops
- commands::model::types::estimate_performance_characteristics
- commands::model::types::format_bytes
- commands::model::types::visualize_model_ascii
- commands::model::types::visualize_model_dot
- commands::model::types::visualize_model_json
- commands::model::types::visualize_model_mermaid
- commands::model::types::visualize_model_table
- commands::model::validation::format_validation_result
- commands::model::validation::validate_model
- commands::quantize_real::execute_quantization
- commands::train::execute
- commands::train_real::create_sample_training_config
- commands::train_real::execute_training
- commands::train_real::load_training_config
- commands::update::execute
- config::init_config_dirs
- config::load_config
- config::save_config
- utils::display_banner
- utils::fs::backup_file
- utils::fs::cleanup_temp_files
- utils::fs::find_files
- utils::fs::format_file_size
- utils::fs::get_directory_size
- utils::interactive::confirm
- utils::interactive::input
- utils::interactive::select
- utils::network::check_url_accessible
- utils::network::download_file_with_progress
- utils::output::format_output
- utils::output::print_error
- utils::output::print_info
- utils::output::print_success
- utils::output::print_table
- utils::output::print_warning
- utils::progress::create_progress_bar
- utils::progress::create_spinner
- utils::system::check_gpu_availability
- utils::system::get_device_info
- utils::system::get_system_info
- utils::time::current_timestamp
- utils::time::format_duration
- utils::time::measure_time
- utils::time::parse_duration
- utils::validation::validate_device
- utils::validation::validate_directory_exists
- utils::validation::validate_file_exists
- utils::validation::validate_model_format