Index

A

ActivationExtractor (built-in class) analyze() (ModelAnalyzer method) analyze_computational_graph() built-in function, [1]

analyze_computational_graph_execution() built-in function, [1] analyze_model() built-in function, [1] analyze_model() (PyTorchVisualizer method)

B

built-in function analyze_computational_graph(), [1] analyze_computational_graph_execution(), [1] analyze_model(), [1] compare_models(), [1] create_architecture_report(), [1] export_computational_graph(), [1] extract_activations(), [1] generate_architecture_diagram(), [1] generate_flowchart_diagram(), [1] generate_research_paper_diagram(), [1] profile_model(), [1] save_architecture_diagram(), [1] save_computational_graph_png(), [1] track_computational_graph(), [1] track_computational_graph_execution(), [1] visualize(), [1] visualize_computational_graph(), [1] visualize_model(), [1]

C

calculate_memory_usage() (ModelAnalyzer method) calculate_positions() (PositionCalculator method) compare_models() built-in function, [1]

compare_models() (PyTorchVisualizer method) ComputationalGraphTracker (built-in class) create_architecture_report() built-in function, [1] create_training_visualization() (PyTorchVisualizer method)

D

detect_architecture_patterns() (ModelAnalyzer method)

E

export_architecture_report() (PyTorchVisualizer method) export_computational_graph() built-in function, [1] export_graph() (ComputationalGraphTracker method)

extract() (ActivationExtractor method) extract_activations() built-in function, [1] extract_feature_maps() (FeatureMapExtractor method)

F

FeatureMapExtractor (built-in class)

from_dict() (LayerInfo method)

G

generate_architecture_diagram() built-in function, [1] generate_flowchart_diagram() built-in function, [1] generate_research_paper_diagram() built-in function, [1] get_activation_stats() (ActivationExtractor method) get_activations() (HookManager method)

get_feature_map_stats() (FeatureMapExtractor method) get_graph_data() (ComputationalGraphTracker method) get_graph_summary() (ComputationalGraphTracker method) get_layer_info() (ModelAnalyzer method) get_memory_usage() (LayerInfo method) get_model_summary() (PyTorchVisualizer method) GraphEdge (built-in class) GraphNode (built-in class)

H

HookManager (built-in class)

L

LayerInfo (built-in class)

M

ModelAnalyzer (built-in class)

O

OperationType (built-in class)

optimize_positions() (PositionCalculator method)

P

PositionCalculator (built-in class) profile_model() built-in function, [1]

profile_model() (ModelAnalyzer method) (PyTorchVisualizer method) PyTorchVisualizer (built-in class)

R

register_backward_hooks() (HookManager method) register_forward_hooks() (HookManager method)

register_hooks() (ActivationExtractor method) remove_hooks() (ActivationExtractor method) (HookManager method)

S

save_architecture_diagram() built-in function, [1] save_computational_graph_png() built-in function, [1] save_graph_png() (ComputationalGraphTracker method) set_layout_style() (PositionCalculator method) (PyTorchVisualizer method)

set_spacing() (PositionCalculator method) (PyTorchVisualizer method) set_theme() (PyTorchVisualizer method) start_tracking() (ComputationalGraphTracker method) stop_tracking() (ComputationalGraphTracker method)

T

to_dict() (LayerInfo method) track_computational_graph() built-in function, [1]

track_computational_graph_execution() built-in function, [1]

V

visualize() built-in function, [1] visualize() (PyTorchVisualizer method) visualize_computational_graph() built-in function, [1]

visualize_feature_maps() (FeatureMapExtractor method) (PyTorchVisualizer method) visualize_graph() (ComputationalGraphTracker method) visualize_model() built-in function, [1]