Index

A

action (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) action_focus_log() (stormlog.tui.app.GPUMemoryProfilerTUI method) action_log_gpumemprof_help() (stormlog.tui.app.GPUMemoryProfilerTUI method) action_log_tfmemprof_help() (stormlog.tui.app.GPUMemoryProfilerTUI method) action_quit() (stormlog.tui.app.GPUMemoryProfilerTUI method) action_refresh_overview() (stormlog.tui.app.GPUMemoryProfilerTUI method) active_bytes (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) active_memory (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) (stormlog.tracker.TrackingEvent attribute) active_spans() (stormlog.phases.PhaseReplayIndex method) (stormlog.phases.replay.PhaseReplayIndex method) add_alert_callback() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) (stormlog.tracker.MemoryTracker method) add_cleanup_callback() (stormlog.jax.MemoryWatchdog method) (stormlog.jax.tracker.MemoryWatchdog method) (stormlog.tensorflow.tracker.MemoryWatchdog method) add_wandb_arguments() (in module stormlog.wandb_integration) affected_functions (stormlog.analyzer.MemoryPattern attribute) affected_sessions (stormlog.issues.StormlogIssue attribute) alert_count (stormlog.jax.tracker.TrackingResult attribute) AlertHistoryTable (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.tables) alerts (stormlog.tensorflow.tracker.MemoryTracker property) alerts_triggered (stormlog.tensorflow.tracker.TrackingResult attribute) aligned_first_spike_timestamp_ns (stormlog.distributed_analysis.FirstCauseSuspect attribute) aligned_timestamp_ns (stormlog.distributed_analysis.RankTimelinePoint attribute) alignment_offsets_ns (stormlog.distributed_analysis.CrossRankMergeResult attribute) allocated (stormlog.tui.monitor.TrackerEventView attribute) allocated_bytes (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) allocated_delta_bytes (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) allocated_memory (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) allocator_active_bytes (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) allocator_allocated_bytes (stormlog.distributed_analysis.RankTimelinePoint attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) allocator_change_bytes (stormlog.distributed_analysis.RankTimelinePoint attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) allocator_gap_bytes (stormlog.derived_fields.DerivedFields attribute) allocator_inactive_bytes (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) allocator_reserved_bytes (stormlog.distributed_analysis.RankTimelinePoint attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) analyze_collective_attribution() (stormlog.analyzer.MemoryAnalyzer method) (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method)

analyze_cross_rank_events() (in module stormlog.distributed_analysis) analyze_cross_rank_timeline() (stormlog.analyzer.MemoryAnalyzer method) (stormlog.MemoryAnalyzer method) analyze_efficiency() (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method) analyze_fragmentation() (in module stormlog.tensorflow.utils) (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method) analyze_hidden_memory_gaps() (in module stormlog.gap_analysis) analyze_memory_gaps() (stormlog.analyzer.MemoryAnalyzer method) (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method) analyze_memory_patterns() (stormlog.analyzer.MemoryAnalyzer method) (stormlog.MemoryAnalyzer method) AnomalyIndicator (class in stormlog.tui.distributed_diagnostics) AnomalySummaryTable (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.tables) append() (stormlog.telemetry_sink.AppendOnlyTelemetrySink method) AppendOnlyTelemetrySink (class in stormlog.telemetry_sink) apply_diagnostics_rank_filter() (stormlog.tui.app.GPUMemoryProfilerTUI method) apply_diagnostics_session_selection() (stormlog.tui.app.GPUMemoryProfilerTUI method) apply_thresholds() (stormlog.tui.app.GPUMemoryProfilerTUI method) ArtifactCatalog (class in stormlog.query) ArtifactLoadResult (class in stormlog.tui.distributed_diagnostics) as_dict() (stormlog.issues.IssueEvidenceLink method) (stormlog.issues.IssueFingerprint method) (stormlog.issues.StormlogIssue method) (stormlog.query.ArtifactCatalog method) (stormlog.query.CatalogOOMBundle method) (stormlog.query.CatalogSource method) (stormlog.query.CatalogWarning method) (stormlog.query.EventRow method) (stormlog.query.OOMBundleRow method) (stormlog.query.SessionRow method) (stormlog.query.SummaryRow method) AsciiWelcome (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.welcome) attribute_active_spans() (in module stormlog.phases) (in module stormlog.phases.policy) attribute_collective_memory() (in module stormlog.collective_attribution) attributes (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) availability (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) average_memory (stormlog.tensorflow.tracker.TrackingResult attribute) average_memory_bytes (stormlog.jax.profiler.ProfileResult attribute) (stormlog.jax.tracker.TrackingResult attribute) average_memory_mb (stormlog.jax.profiler.ProfileResult property) (stormlog.jax.tracker.TrackingResult property) (stormlog.tensorflow.profiler.ProfileResult attribute) avg_fragmentation_ratio (stormlog.derived_fields.SessionDerivedFields attribute)

B

backend (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.EventFilter attribute) (stormlog.query.OOMBundleFilter attribute) (stormlog.query.OOMBundleRow attribute) (stormlog.tracker.TrackingEvent attribute) BackendInfo (class in stormlog.tensorflow.utils) BINDINGS (stormlog.tui.app.GPUMemoryProfilerTUI attribute) body (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) buffer_size (stormlog.oom_flight_recorder.OOMFlightRecorderConfig attribute) (stormlog.OOMFlightRecorderConfig attribute) build_cli_markdown() (in module stormlog.tui.builders) build_cuda_tensor_attribution_index() (in module stormlog.cuda_native_debug) build_device_memory_collector() (in module stormlog) (in module stormlog.device_collectors)

build_diagnostic_summary() (in module stormlog.diagnose) (in module stormlog.jax.diagnose) (in module stormlog.tensorflow.diagnose) build_diagnostics_markdown() (in module stormlog.tui.builders) build_distributed_model() (in module stormlog.tui.distributed_diagnostics) build_framework_markdown() (in module stormlog.tui.builders) build_pytorch_stats_rows() (in module stormlog.tui.builders) build_snapshot_allocation_attribution() (in module stormlog.cuda_native_debug) build_system_markdown() (in module stormlog.tui.builders) build_tensorflow_stats_rows() (in module stormlog.tui.builders) build_visual_markdown() (in module stormlog.tui.builders) build_welcome_info() (in module stormlog.tui.builders) bump_release_version() (in module stormlog.release_version) bundle_path (stormlog.issues.IssueEvidenceLink attribute) (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.OOMBundleRow attribute)

C

call_count (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) (stormlog.tui.profiles.ProfileRow attribute) cancel() (stormlog.tui.commands.CLICommandRunner method) cancel_cli_command() (stormlog.tui.app.GPUMemoryProfilerTUI method) capabilities() (stormlog.device_collectors.CudaDeviceCollector method) (stormlog.device_collectors.DeviceMemoryCollector method) (stormlog.device_collectors.MPSDeviceCollector method) (stormlog.device_collectors.ROCmDeviceCollector method) (stormlog.DeviceMemoryCollector method) capture_cuda_snapshot_artifacts() (in module stormlog.cuda_native_debug) capture_oom() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) capture_snapshot() (stormlog.jax.JAXMemoryProfiler method) (stormlog.jax.profiler.JAXMemoryProfiler method) (stormlog.tensorflow.profiler.TFMemoryProfiler method) (stormlog.tensorflow.TFMemoryProfiler method) CatalogOOMBundle (class in stormlog.query) CatalogSource (class in stormlog.query) CatalogWarning (class in stormlog.query) categorize_alert_context() (in module stormlog.issues) category (stormlog.analyzer.PerformanceInsight attribute) change (stormlog.tui.monitor.TrackerEventView attribute) check_alerts() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) check_memory_fragmentation() (in module stormlog.utils) classification (stormlog.collective_attribution.CollectiveAttributionResult attribute) (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) classify_oom_exception() (in module stormlog) (in module stormlog.oom_flight_recorder) clear() (stormlog.context_profiler.MemoryProfiler method) (stormlog.oom_flight_recorder.OOMFlightRecorder method) (stormlog.OOMFlightRecorder method) clear_events() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) (stormlog.tui.monitor.TrackerSession method) clear_global_profiler() (in module stormlog.jax.context_profiler) (in module stormlog.jax.profiler) (in module stormlog.tensorflow.context_profiler) clear_monitor_log() (stormlog.tui.app.GPUMemoryProfilerTUI method) clear_profiles() (in module stormlog.jax.context_profiler) (in module stormlog.jax.profiler) (in module stormlog.tensorflow.context_profiler) clear_pytorch_profiles() (in module stormlog.tui.profiles) (stormlog.tui.app.GPUMemoryProfilerTUI method) clear_results() (in module stormlog.context_profiler) (stormlog.cpu_profiler.CPUMemoryProfiler method) (stormlog.CPUMemoryProfiler method) (stormlog.GPUMemoryProfiler method) (stormlog.profiler.GPUMemoryProfiler method) clear_tensorflow_profiles() (in module stormlog.tui.profiles) (stormlog.tui.app.GPUMemoryProfilerTUI method) clear_tensorflow_session() (in module stormlog.tensorflow.utils) cli_runner (stormlog.tui.app.GPUMemoryProfilerTUI attribute) CLICommandRunner (class in stormlog.tui.commands) close() (stormlog.phases.PhaseHandle method) (stormlog.phases.runtime.PhaseHandle method) (stormlog.telemetry_sink.AppendOnlyTelemetrySink method) closed (stormlog.phases.PhaseHandle property) (stormlog.phases.runtime.PhaseHandle property) (stormlog.telemetry_sink.TelemetrySinkSegment attribute) cluster_onset_timestamp_ns (stormlog.distributed_analysis.FirstCauseAnalysisResult attribute) cmd_analyze() (in module stormlog.cli) (in module stormlog.jax.cli) (in module stormlog.tensorflow.cli) cmd_diagnose() (in module stormlog.cli) (in module stormlog.jax.cli) (in module stormlog.tensorflow.cli) cmd_info() (in module stormlog.cli) (in module stormlog.jax.cli) (in module stormlog.tensorflow.cli)

cmd_monitor() (in module stormlog.cli) (in module stormlog.jax.cli) (in module stormlog.tensorflow.cli) cmd_track() (in module stormlog.cli) (in module stormlog.jax.cli) (in module stormlog.tensorflow.cli) collect_environment() (in module stormlog.diagnose) (in module stormlog.jax.diagnose) (in module stormlog.tensorflow.diagnose) CollectiveAttributionConfig (class in stormlog.collective_attribution) CollectiveAttributionEvidence (class in stormlog.collective_attribution) CollectiveAttributionResult (class in stormlog.collective_attribution) collector (stormlog.query.EventFilter attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) collector_health_status (stormlog.query.EventFilter attribute) collector_retry_delay_seconds() (in module stormlog.collector_health) CollectorHealthState (class in stormlog.collector_health) compose() (stormlog.tui.app.GPUMemoryProfilerTUI method) compute_event_fields() (in module stormlog.derived_fields) compute_session_fields() (in module stormlog.derived_fields) confidence (stormlog.analyzer.PerformanceInsight attribute) (stormlog.collective_attribution.CollectiveAttributionResult attribute) (stormlog.distributed_analysis.FirstCauseSuspect attribute) (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) configure_jax_logging() (in module stormlog.jax.jax_env) configure_tensorflow_logging() (in module stormlog.tensorflow.tf_env) consecutive_failures (stormlog.collector_health.CollectorHealthState attribute) context (stormlog.phases.PhaseBoundary attribute) (stormlog.phases.runtime.PhaseBoundary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.tracker.TrackingEvent attribute) context() (stormlog.context_profiler.MemoryProfiler method) convert_bytes() (in module stormlog) (in module stormlog.utils) core_error (stormlog.device_collectors.DeviceMemorySampleResult attribute) correlate_with_performance() (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method) correlation (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) correlations() (stormlog.telemetry.LoadedTelemetrySession method) count_tensors() (stormlog.profiler.TensorTracker method) cpu_memory (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) cpu_memory_bytes (stormlog.jax.profiler.MemorySnapshot attribute) cpu_memory_mb (stormlog.jax.profiler.MemorySnapshot property) (stormlog.tensorflow.profiler.MemorySnapshot attribute) cpu_percent (stormlog.cpu_profiler.CPUMemorySnapshot attribute) CPUMemoryProfiler (class in stormlog) (class in stormlog.cpu_profiler) CPUMemorySnapshot (class in stormlog.cpu_profiler) CPUMemoryTracker (class in stormlog) (class in stormlog.cpu_profiler) CPUProfileResult (class in stormlog.cpu_profiler) create_dashboard() (stormlog.MemoryVisualizer method) (stormlog.visualizer.MemoryVisualizer method) create_interactive_dashboard() (stormlog.tensorflow.visualizer.MemoryVisualizer method) create_memory_heatmap() (stormlog.tensorflow.visualizer.MemoryVisualizer method) create_session_summary() (in module stormlog.session) created_after (stormlog.query.OOMBundleFilter attribute) created_at_utc (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.OOMBundleRow attribute) created_before (stormlog.query.OOMBundleFilter attribute) CrossRankMergeResult (class in stormlog.distributed_analysis) CSS (stormlog.tui.app.GPUMemoryProfilerTUI attribute) cuda_memory_history() (in module stormlog.cuda_native_debug) cuda_memory_history_supported() (in module stormlog.cuda_native_debug) CudaDeviceCollector (class in stormlog.device_collectors) current_session() (stormlog.telemetry_sink.AppendOnlyTelemetrySink method)

D

data (stormlog.analyzer.PerformanceInsight attribute) delta_mb (stormlog.tui.profiles.ProfileRow attribute) depth (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseSpan property) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseSpan property) derive_session_timeline_markers() (in module stormlog) (in module stormlog.timeline_markers) derive_timeline_markers() (in module stormlog) (in module stormlog.timeline_markers) DerivedFields (class in stormlog.derived_fields) description (stormlog.analyzer.MemoryPattern attribute) (stormlog.analyzer.PerformanceInsight attribute) (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) details (stormlog.issues.StormlogIssue attribute) (stormlog.query.SummaryRow attribute) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) detect_jax_backend() (in module stormlog.jax.utils) detect_memory_leaks() (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method) detect_patterns() (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method) detect_torch_runtime_backend() (in module stormlog) (in module stormlog.device_collectors) device_free (stormlog.tracker.TrackingEvent attribute) device_free_bytes (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) device_id (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) (stormlog.jax.profiler.MemorySnapshot attribute) (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.tracker.TrackingEvent attribute)

device_memory_bytes (stormlog.jax.profiler.MemorySnapshot attribute) device_memory_mb (stormlog.jax.profiler.MemorySnapshot property) device_memory_profile_path (stormlog.jax.tracker.TrackingResult attribute) device_memory_reserved_bytes (stormlog.jax.profiler.MemorySnapshot attribute) device_memory_reserved_mb (stormlog.jax.profiler.MemorySnapshot property) device_total (stormlog.tracker.TrackingEvent attribute) device_total_bytes (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) device_used (stormlog.tracker.TrackingEvent attribute) device_used_bytes (stormlog.distributed_analysis.RankTimelinePoint attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) DeviceMemoryCollector (class in stormlog) (class in stormlog.device_collectors) DeviceMemorySample (class in stormlog) (class in stormlog.device_collectors) DeviceMemorySampleResult (class in stormlog.device_collectors) dimensions (stormlog.issues.IssueFingerprint attribute) DistributedDiagnosticsModel (class in stormlog.tui.distributed_diagnostics) DistributedRankTable (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.tables) DistributedTimelineCanvas (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.timeline) dump() (stormlog.oom_flight_recorder.OOMFlightRecorder method) (stormlog.OOMFlightRecorder method) dump_dir (stormlog.oom_flight_recorder.OOMFlightRecorderConfig attribute) (stormlog.OOMFlightRecorderConfig attribute) duration (stormlog.cpu_profiler.CPUProfileResult attribute) (stormlog.jax.profiler.ProfileResult property) (stormlog.jax.tracker.TrackingResult property) (stormlog.tensorflow.profiler.ProfileResult property) (stormlog.tensorflow.tracker.TrackingResult property) duration_ms (stormlog.tui.profiles.ProfileRow attribute)

E

efficiency_score (stormlog.tensorflow.profiler.ProfileResult attribute) enabled (stormlog.oom_flight_recorder.OOMFlightRecorderConfig attribute) (stormlog.OOMFlightRecorderConfig attribute) (stormlog.wandb_integration.WandbExportConfig attribute) end_ns (stormlog.phases.PhaseSpan attribute) (stormlog.phases.replay.PhaseSpan attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) end_time (stormlog.jax.profiler.ProfileResult attribute) (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.profiler.ProfileResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) ended_at_ns (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) enrich_event() (in module stormlog.derived_fields) ensure_wandb_available() (in module stormlog.wandb_integration) enter() (stormlog.phases.PhaseRecorder method) (stormlog.phases.runtime.PhaseRecorder method) enter_phase() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.phases.PhaseRecorder method) (stormlog.phases.runtime.PhaseRecorder method) (stormlog.tensorflow.tracker.MemoryTracker method) (stormlog.tracker.MemoryTracker method) entity (stormlog.wandb_integration.WandbExportConfig attribute) errors (stormlog.device_collectors.DeviceMemorySampleResult attribute) event (stormlog.query.EventRow attribute) event_count (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.OOMBundleRow attribute) (stormlog.query.SessionRow attribute) (stormlog.telemetry_sink.TelemetrySinkSegment attribute) event_paths (stormlog.query.CatalogSource attribute) event_type (stormlog.issues.IssueEvidenceLink attribute) (stormlog.phases.PhaseBoundary attribute) (stormlog.phases.runtime.PhaseBoundary attribute) (stormlog.query.EventFilter attribute) (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tracker.TrackingEvent attribute) (stormlog.tui.monitor.TrackerEventView attribute)

EventFilter (class in stormlog.query) EventRow (class in stormlog.query) events (stormlog.telemetry.LoadedTelemetrySession attribute) (stormlog.tensorflow.tracker.MemoryTracker property) (stormlog.tensorflow.tracker.TrackingResult attribute) (stormlog.tui.distributed_diagnostics.ArtifactLoadResult attribute) evidence (stormlog.collective_attribution.CollectiveAttributionResult attribute) (stormlog.distributed_analysis.FirstCauseSuspect attribute) (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) (stormlog.issues.StormlogIssue attribute) evidence_timestamp_ns (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) exception_module (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.OOMBundleRow attribute) exception_type (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.OOMBundleRow attribute) execution_time (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) exit() (stormlog.phases.PhaseRecorder method) (stormlog.phases.runtime.PhaseRecorder method) exit_phase() (stormlog.phases.PhaseRecorder method) (stormlog.phases.runtime.PhaseRecorder method) expected_ranks (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) expected_world_size (stormlog.collective_attribution.CollectiveAttributionEvidence attribute) export_data() (stormlog.MemoryVisualizer method) (stormlog.tensorflow.visualizer.MemoryVisualizer method) (stormlog.visualizer.MemoryVisualizer method) export_diagnose_bundle_to_wandb() (in module stormlog.wandb_integration) export_events() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) (stormlog.tui.monitor.TrackerSession method) export_events_with_timestamp() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) export_tracker_events() (stormlog.tui.app.GPUMemoryProfilerTUI method) export_tracking_run_to_wandb() (in module stormlog.wandb_integration)

F

fetch_pytorch_profiles() (in module stormlog.tui.profiles) fetch_tensorflow_profiles() (in module stormlog.tui.profiles) filename (stormlog.telemetry_sink.TelemetrySinkSegment attribute) finalize_session_summary() (in module stormlog.session) fingerprint (stormlog.issues.StormlogIssue attribute) fingerprint_id (stormlog.issues.IssueFingerprint property) (stormlog.issues.StormlogIssue property) (stormlog.query.IssueFilter attribute) first_anomaly_phase_path (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) first_anomaly_signal (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) first_anomaly_timestamp_ns (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) first_seen_ns (stormlog.issues.StormlogIssue attribute) first_spike_timestamp_ns (stormlog.distributed_analysis.FirstCauseSuspect attribute) FirstCauseAnalysisResult (class in stormlog.distributed_analysis) FirstCauseSuspect (class in stormlog.distributed_analysis) flush() (stormlog.telemetry_sink.AppendOnlyTelemetrySink method) flush_every_events (stormlog.telemetry_sink.TelemetrySinkConfig attribute) flush_every_seconds (stormlog.telemetry_sink.TelemetrySinkConfig attribute) force_cleanup() (stormlog.jax.MemoryWatchdog method) (stormlog.jax.tracker.MemoryWatchdog method) (stormlog.tensorflow.tracker.MemoryWatchdog method) (stormlog.tracker.MemoryWatchdog method) (stormlog.tui.app.GPUMemoryProfilerTUI method) (stormlog.tui.monitor.TrackerSession method)

format (stormlog.telemetry_sink.TelemetrySinkManifest attribute) format_bytes() (in module stormlog) (in module stormlog.jax.attributed_viz) (in module stormlog.utils) format_cpu_summary() (in module stormlog.tui.workloads) format_memory() (in module stormlog.jax.utils) (in module stormlog.tensorflow.utils) format_phase_path() (in module stormlog.phases) (in module stormlog.phases.policy) format_pytorch_summary() (in module stormlog.tui.workloads) format_release_version() (in module stormlog.release_version) format_tensorflow_results() (in module stormlog.tui.workloads) forward() (stormlog.context_profiler.ProfiledModule method) fragmentation_ratio (stormlog.derived_fields.DerivedFields attribute) free_bytes (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) freeze_dimensions() (in module stormlog.issues) from_events() (stormlog.phases.PhaseReplayIndex class method) (stormlog.phases.replay.PhaseReplayIndex class method) function_name (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) function_profiles (stormlog.jax.profiler.ProfileResult attribute) (stormlog.tensorflow.profiler.ProfileResult attribute)

G

GapFinding (class in stormlog) (class in stormlog.gap_analysis) generate_optimization_report() (stormlog.analyzer.MemoryAnalyzer method) (stormlog.MemoryAnalyzer method) generate_performance_insights() (stormlog.analyzer.MemoryAnalyzer method) (stormlog.MemoryAnalyzer method) generate_summary_report() (in module stormlog.tensorflow.utils) generate_visual_plot() (stormlog.tui.app.GPUMemoryProfilerTUI method) get_active_tensors() (stormlog.tensorflow.profiler.TensorTracker method) get_alerts() (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) get_backend_info() (in module stormlog.jax.utils) (in module stormlog.tensorflow.utils) get_cleanup_stats() (stormlog.tracker.MemoryWatchdog method) (stormlog.tui.monitor.TrackerSession method) get_current_memory() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) get_device_info() (in module stormlog.jax) (in module stormlog.jax.utils) get_device_label() (stormlog.tui.monitor.TrackerSession method) get_diagnostics() (stormlog.telemetry_sink.AppendOnlyTelemetrySink method) get_events() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) get_global_profiler() (in module stormlog.context_profiler) (in module stormlog.jax.context_profiler) (in module stormlog.jax.profiler) (in module stormlog.tensorflow.context_profiler) get_gpu_info() (in module stormlog) (in module stormlog.tensorflow.utils) (in module stormlog.utils) get_memory_timeline() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) (stormlog.tui.monitor.TrackerSession method) get_profile_results() (in module stormlog.context_profiler) get_profile_summaries() (in module stormlog.jax.context_profiler) (in module stormlog.jax.profiler) (in module stormlog.tensorflow.context_profiler) get_results() (stormlog.jax.context_profiler.JAXProfiler method) (stormlog.jax.JAXMemoryProfiler method) (stormlog.jax.JAXProfiler method) (stormlog.jax.profiler.JAXMemoryProfiler method) (stormlog.tensorflow.context_profiler.TensorFlowProfiler method) (stormlog.tensorflow.profiler.TFMemoryProfiler method) (stormlog.tensorflow.TensorFlowProfiler method) (stormlog.tensorflow.TFMemoryProfiler method)

get_session_summary() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) (stormlog.tracker.MemoryTracker method) (stormlog.tui.monitor.TrackerSession method) get_statistics() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) (stormlog.tracker.MemoryTracker method) (stormlog.tui.monitor.TrackerSession method) get_summary() (in module stormlog.context_profiler) (stormlog.context_profiler.MemoryProfiler method) (stormlog.cpu_profiler.CPUMemoryProfiler method) (stormlog.CPUMemoryProfiler method) (stormlog.GPUMemoryProfiler method) (stormlog.profiler.GPUMemoryProfiler method) (stormlog.utils.MemoryContext method) get_system_info() (in module stormlog.jax) (in module stormlog.jax.utils) (in module stormlog.tensorflow) (in module stormlog.tensorflow.utils) (in module stormlog.utils) get_telemetry_events() (stormlog.tui.monitor.TrackerSession method) get_tensor_lifecycle() (stormlog.tensorflow.profiler.TensorTracker method) get_tensorflow_memory_usage() (in module stormlog.tensorflow.utils) get_thresholds() (stormlog.tui.monitor.TrackerSession method) get_tracking_results() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) git_release_tags() (in module stormlog.release_version) gpu_memory_mb (stormlog.tensorflow.profiler.MemorySnapshot attribute) gpu_memory_reserved_mb (stormlog.tensorflow.profiler.MemorySnapshot attribute) gpu_utilization (stormlog.tensorflow.profiler.MemorySnapshot attribute) GPUMemoryProfiler (class in stormlog) (class in stormlog.profiler) GPUMemoryProfilerTUI (class in stormlog.tui.app) GPUStatsTable (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.tables) graph_node (stormlog.tensorflow.profiler.MemorySnapshot attribute) group (stormlog.wandb_integration.WandbExportConfig attribute) group_by (stormlog.query.SummaryRow attribute)

H

handle_exception() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) hardware_gpu_detected (stormlog.tensorflow.utils.BackendInfo attribute) has_alert (stormlog.query.EventFilter attribute) has_anomaly (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) has_oom_bundle (stormlog.query.SessionFilter attribute) hidden_gap_latest_bytes (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) hidden_gap_peak_abs_bytes (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) history_dropped_alerts (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) history_dropped_events (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) history_dropped_samples (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute)

history_retained_alerts (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) history_retained_events (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) history_retained_samples (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) history_window_limit (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) hit_count (stormlog.issues.StormlogIssue attribute) host (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute)

I

impact (stormlog.analyzer.PerformanceInsight attribute) inactive_bytes (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) inactive_memory (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) (stormlog.tracker.TrackingEvent attribute) indicators (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) infer_session_summary_from_events() (in module stormlog.session) interval_end_ns (stormlog.collective_attribution.CollectiveAttributionResult attribute) interval_padding_ns (stormlog.collective_attribution.CollectiveAttributionConfig attribute) interval_start_ns (stormlog.collective_attribution.CollectiveAttributionResult attribute) is_active (stormlog.tui.monitor.TrackerSession property) is_apple_silicon (stormlog.tensorflow.utils.BackendInfo attribute) is_available() (stormlog.device_collectors.CudaDeviceCollector method) (stormlog.device_collectors.DeviceMemoryCollector method) (stormlog.device_collectors.MPSDeviceCollector method) (stormlog.device_collectors.ROCmDeviceCollector method) (stormlog.DeviceMemoryCollector method)

is_core_failure (stormlog.device_collectors.DeviceMemorySampleResult property) is_cuda_build (stormlog.tensorflow.utils.BackendInfo attribute) is_degraded_collector (stormlog.derived_fields.DerivedFields attribute) is_interval (stormlog.timeline_markers.TimelineMarker property) (stormlog.TimelineMarker property) is_oom (stormlog.oom_flight_recorder.OOMExceptionClassification attribute) (stormlog.OOMExceptionClassification attribute) is_partial (stormlog.device_collectors.DeviceMemorySampleResult property) is_phase_boundary_event() (in module stormlog.phases) (in module stormlog.phases.replay) is_rocm_build (stormlog.tensorflow.utils.BackendInfo attribute) is_running (stormlog.tui.commands.CLICommandRunner property) is_session_interrupted (stormlog.derived_fields.SessionDerivedFields attribute) is_tensorrt_build (stormlog.tensorflow.utils.BackendInfo attribute) IssueEvidenceLink (class in stormlog.issues) IssueFilter (class in stormlog.query) IssueFingerprint (class in stormlog.issues)

J

jax_is_available() (in module stormlog.jax.utils) JAXMemoryProfiler (class in stormlog.jax) (class in stormlog.jax.profiler) JAXMemoryTracker (in module stormlog.jax.tracker) JAXProfiler (class in stormlog.jax) (class in stormlog.jax.context_profiler) job_id (stormlog.distributed_analysis.CrossRankMergeResult attribute) (stormlog.query.SessionFilter attribute) (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.tracker.TrackingEvent attribute)

job_type (stormlog.wandb_integration.WandbExportConfig attribute) json_safe_dimensions() (in module stormlog.issues)

K

KeyValueTable (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.tables) kind (stormlog.issues.IssueFingerprint attribute) (stormlog.issues.StormlogIssue property) (stormlog.query.IssueFilter attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute)

L

label (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) last_error (stormlog.collector_health.CollectorHealthState attribute) last_oom_dump_path (stormlog.jax.MemoryTracker property) (stormlog.jax.tracker.MemoryTracker property) last_seen_ns (stormlog.issues.StormlogIssue attribute) lead_over_cluster_onset_ns (stormlog.distributed_analysis.FirstCauseSuspect attribute) limit (stormlog.query.EventFilter attribute) list_issues() (stormlog.query.QueryStore method) list_oom_bundles() (stormlog.query.QueryStore method) list_sessions() (stormlog.query.QueryStore method) load_diagnostics_artifacts() (stormlog.tui.app.GPUMemoryProfilerTUI method) load_diagnostics_live() (stormlog.tui.app.GPUMemoryProfilerTUI method) load_distributed_artifacts() (in module stormlog.tui.distributed_diagnostics) load_results() (stormlog.context_profiler.MemoryProfiler method) load_telemetry_events() (in module stormlog) (in module stormlog.telemetry)

load_telemetry_sessions() (in module stormlog.telemetry) LoadedTelemetrySession (class in stormlog.telemetry) local_rank (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tracker.TrackingEvent attribute) log_artifacts (stormlog.wandb_integration.WandbExportConfig attribute) log_attribution (stormlog.wandb_integration.WandbExportConfig attribute) log_diagnostics_message() (stormlog.tui.app.GPUMemoryProfilerTUI method) log_message() (stormlog.tui.app.GPUMemoryProfilerTUI method) log_monitor_message() (stormlog.tui.app.GPUMemoryProfilerTUI method) log_tables (stormlog.wandb_integration.WandbExportConfig attribute) log_visual_message() (stormlog.tui.app.GPUMemoryProfilerTUI method)

M

main() (in module stormlog.cli) (in module stormlog.jax.cli) (in module stormlog.query_cli) (in module stormlog.release_version) (in module stormlog.tensorflow.cli) manifest_path (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.CatalogSource attribute) MarkdownPanel (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.panels) marker_hits (stormlog.collective_attribution.CollectiveAttributionEvidence attribute) marker_window_ns (stormlog.collective_attribution.CollectiveAttributionConfig attribute) markers (stormlog.tui.distributed_diagnostics.ArtifactLoadResult attribute) markers_by_rank (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) max_dumps (stormlog.oom_flight_recorder.OOMFlightRecorderConfig attribute) (stormlog.OOMFlightRecorderConfig attribute) max_memory_allocated (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) max_memory_reserved (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) max_total_mb (stormlog.oom_flight_recorder.OOMFlightRecorderConfig attribute) (stormlog.OOMFlightRecorderConfig attribute) memory_after (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) memory_allocated (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) (stormlog.tracker.TrackingEvent attribute) memory_before (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) memory_change (stormlog.tracker.TrackingEvent attribute) memory_diff() (stormlog.cpu_profiler.CPUProfileResult method) (stormlog.profiler.ProfileResult method) (stormlog.ProfileResult method) memory_fragmentation (stormlog.tensorflow.profiler.ProfileResult attribute) memory_freed (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) memory_growth_rate (stormlog.jax.profiler.ProfileResult property) (stormlog.tensorflow.profiler.ProfileResult property) (stormlog.tensorflow.tracker.TrackingResult property) memory_peak (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) memory_reserved (stormlog.tracker.TrackingEvent attribute) memory_stats (stormlog.jax.profiler.MemorySnapshot attribute) memory_summary() (in module stormlog.utils) memory_usage (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.MemoryTracker property) (stormlog.tensorflow.tracker.TrackingResult attribute) MemoryAnalyzer (class in stormlog) (class in stormlog.analyzer) (class in stormlog.jax) (class in stormlog.jax.analyzer) (class in stormlog.tensorflow.analyzer) MemoryContext (class in stormlog.utils) MemoryPattern (class in stormlog.analyzer) MemoryProfiler (class in stormlog.context_profiler) MemorySnapshot (class in stormlog) (class in stormlog.jax.profiler) (class in stormlog.profiler) (class in stormlog.tensorflow.profiler) MemoryTracker (class in stormlog) (class in stormlog.jax) (class in stormlog.jax.tracker) (class in stormlog.tensorflow.tracker) (class in stormlog.tracker) MemoryVisualizer (class in stormlog) (class in stormlog.jax.visualizer) (class in stormlog.tensorflow.visualizer) (class in stormlog.visualizer) MemoryWatchdog (class in stormlog.jax) (class in stormlog.jax.tracker) (class in stormlog.tensorflow.tracker) (class in stormlog.tracker) merge_cross_rank_timelines() (in module stormlog.distributed_analysis) merge_phase_attributions() (in module stormlog.phases) (in module stormlog.phases.policy) merged_points (stormlog.distributed_analysis.CrossRankMergeResult attribute) message (stormlog.query.CatalogWarning attribute) (stormlog.tui.monitor.TrackerEventView attribute) metadata (stormlog.issues.IssueEvidenceLink attribute) (stormlog.phases.PhaseBoundary attribute) (stormlog.phases.runtime.PhaseBoundary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tracker.TrackingEvent attribute) metric (stormlog.query.SummaryRow attribute)

metrics (stormlog.analyzer.MemoryPattern attribute) min_confidence (stormlog.collective_attribution.CollectiveAttributionConfig attribute) min_gap_bytes (stormlog.collective_attribution.CollectiveAttributionConfig attribute) min_gap_ratio (stormlog.collective_attribution.CollectiveAttributionConfig attribute) min_memory (stormlog.tensorflow.tracker.TrackingResult attribute) min_memory_bytes (stormlog.jax.profiler.ProfileResult attribute) (stormlog.jax.tracker.TrackingResult attribute) min_memory_mb (stormlog.jax.profiler.ProfileResult property) (stormlog.tensorflow.profiler.ProfileResult attribute) min_samples_per_rank (stormlog.collective_attribution.CollectiveAttributionConfig attribute) min_synchrony_ratio (stormlog.collective_attribution.CollectiveAttributionConfig attribute) missing_ranks (stormlog.distributed_analysis.CrossRankMergeResult attribute) (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) mode (stormlog.wandb_integration.WandbExportConfig attribute) module stormlog stormlog.analyzer stormlog.attributed_viz stormlog.cli stormlog.collective_attribution stormlog.collector_health stormlog.context_profiler stormlog.cpu_profiler stormlog.cuda_native_debug stormlog.derived_fields stormlog.device_collectors stormlog.diagnose stormlog.distributed_analysis stormlog.gap_analysis stormlog.issues stormlog.jax stormlog.jax.analyzer stormlog.jax.attributed_viz stormlog.jax.cli stormlog.jax.context_profiler stormlog.jax.diagnose stormlog.jax.jax_env stormlog.jax.pprof_parser stormlog.jax.profile_pb2 stormlog.jax.profiler stormlog.jax.tracker stormlog.jax.utils stormlog.jax.visualizer stormlog.oom_flight_recorder stormlog.phases stormlog.phases.policy stormlog.phases.replay stormlog.phases.runtime stormlog.profiler stormlog.query stormlog.query_cli stormlog.release_version stormlog.session stormlog.telemetry stormlog.telemetry_model stormlog.telemetry_sink stormlog.tensorflow stormlog.tensorflow.analyzer stormlog.tensorflow.cli stormlog.tensorflow.context_profiler stormlog.tensorflow.diagnose stormlog.tensorflow.profiler stormlog.tensorflow.tf_env stormlog.tensorflow.tracker stormlog.tensorflow.utils stormlog.tensorflow.visualizer stormlog.timeline_markers stormlog.tracker stormlog.tui stormlog.tui.app stormlog.tui.builders stormlog.tui.commands stormlog.tui.distributed_diagnostics stormlog.tui.monitor stormlog.tui.profiles stormlog.tui.styles stormlog.tui.widgets stormlog.tui.widgets.panels stormlog.tui.widgets.tables stormlog.tui.widgets.timeline stormlog.tui.widgets.welcome stormlog.tui.workloads stormlog.utils stormlog.visualizer stormlog.wandb_integration monitor_auto_cleanup (stormlog.tui.app.GPUMemoryProfilerTUI attribute) MPSDeviceCollector (class in stormlog.device_collectors)

N

name (stormlog.cpu_profiler.CPUProfileResult attribute) (stormlog.jax.profiler.MemorySnapshot attribute) (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseToken attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.runtime.PhaseToken attribute) (stormlog.tensorflow.profiler.MemorySnapshot attribute) (stormlog.tui.profiles.ProfileRow attribute) name() (stormlog.device_collectors.CudaDeviceCollector method) (stormlog.device_collectors.DeviceMemoryCollector method) (stormlog.device_collectors.MPSDeviceCollector method) (stormlog.device_collectors.ROCmDeviceCollector method) (stormlog.DeviceMemoryCollector method)

new_session_id() (in module stormlog.session) next_retry_epoch_s (stormlog.collector_health.CollectorHealthState attribute) normalize_dimensions() (in module stormlog.issues) normalize_issue_state() (in module stormlog.issues) normalize_session_status() (in module stormlog.session) normalize_text_dimension() (in module stormlog.issues) normalized_error_stem() (in module stormlog.issues) notes (stormlog.distributed_analysis.CrossRankMergeResult attribute) (stormlog.distributed_analysis.FirstCauseAnalysisResult attribute) now_ns() (in module stormlog.session) num_tensors (stormlog.tensorflow.profiler.MemorySnapshot attribute)

O

observed_timestamp_ns (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) on_button_pressed() (stormlog.tui.app.GPUMemoryProfilerTUI method) on_data_table_row_selected() (stormlog.tui.app.GPUMemoryProfilerTUI method) on_input_submitted() (stormlog.tui.app.GPUMemoryProfilerTUI method) on_mount() (stormlog.tui.app.GPUMemoryProfilerTUI method) (stormlog.tui.widgets.AlertHistoryTable method) (stormlog.tui.widgets.AnomalySummaryTable method) (stormlog.tui.widgets.AsciiWelcome method) (stormlog.tui.widgets.DistributedRankTable method) (stormlog.tui.widgets.GPUStatsTable method) (stormlog.tui.widgets.KeyValueTable method) (stormlog.tui.widgets.MarkdownPanel method) (stormlog.tui.widgets.panels.MarkdownPanel method) (stormlog.tui.widgets.ProfileResultsTable method) (stormlog.tui.widgets.tables.AlertHistoryTable method) (stormlog.tui.widgets.tables.AnomalySummaryTable method) (stormlog.tui.widgets.tables.DistributedRankTable method) (stormlog.tui.widgets.tables.GPUStatsTable method) (stormlog.tui.widgets.tables.KeyValueTable method) (stormlog.tui.widgets.tables.ProfileResultsTable method) (stormlog.tui.widgets.welcome.AsciiWelcome method)

oom_buffer_size (stormlog.jax.MemoryTracker property) (stormlog.jax.tracker.MemoryTracker property) (stormlog.MemoryTracker property) (stormlog.tracker.MemoryTracker property) oom_bundle_count (stormlog.query.SessionRow attribute) OOMBundleFilter (class in stormlog.query) OOMBundleRow (class in stormlog.query) OOMExceptionClassification (class in stormlog) (class in stormlog.oom_flight_recorder) OOMFlightRecorder (class in stormlog) (class in stormlog.oom_flight_recorder) OOMFlightRecorderConfig (class in stormlog) (class in stormlog.oom_flight_recorder) open() (in module stormlog.query) operation (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) operation_name (stormlog.jax.profiler.MemorySnapshot attribute) (stormlog.tensorflow.profiler.MemorySnapshot attribute) optimize_tensorflow_memory() (in module stormlog.tensorflow.utils)

P

parent_scope_id (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) parse_jax_memory_profile() (in module stormlog.jax.pprof_parser) parse_phase_boundary() (in module stormlog.phases) (in module stormlog.phases.replay) parse_rank_filter() (in module stormlog.tui.distributed_diagnostics) partial_fields (stormlog.collector_health.CollectorHealthState attribute) (stormlog.device_collectors.DeviceMemorySampleResult attribute) participating_ranks (stormlog.distributed_analysis.CrossRankMergeResult attribute) path (stormlog.phases.PhaseBoundary attribute) (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseSpan attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseSpan attribute) (stormlog.phases.runtime.PhaseBoundary attribute) (stormlog.query.CatalogSource attribute) (stormlog.query.CatalogWarning attribute) pattern_type (stormlog.analyzer.MemoryPattern attribute) peak_delta_bytes (stormlog.distributed_analysis.FirstCauseSuspect attribute) peak_gap_bytes (stormlog.collective_attribution.CollectiveAttributionEvidence attribute) peak_gap_ratio (stormlog.collective_attribution.CollectiveAttributionEvidence attribute) peak_mb (stormlog.tui.profiles.ProfileRow attribute) peak_memory (stormlog.tensorflow.tracker.TrackingResult attribute) peak_memory_bytes (stormlog.jax.profiler.ProfileResult attribute) (stormlog.jax.tracker.TrackingResult attribute) peak_memory_mb (stormlog.jax.profiler.ProfileResult property) (stormlog.jax.tracker.TrackingResult property) (stormlog.tensorflow.profiler.ProfileResult attribute) peak_memory_usage() (stormlog.profiler.ProfileResult method) (stormlog.ProfileResult method) peak_rss (stormlog.cpu_profiler.CPUProfileResult attribute) peak_utilization_ratio (stormlog.derived_fields.SessionDerivedFields attribute) per_rank_timelines (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) PerformanceInsight (class in stormlog.analyzer) phase() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) (stormlog.tracker.MemoryTracker method) phase_attribution (stormlog.collective_attribution.CollectiveAttributionResult attribute) (stormlog.distributed_analysis.FirstCauseSuspect attribute) (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) phase_attribution_to_payload() (in module stormlog.phases) (in module stormlog.phases.policy) phase_path (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.PhaseHandle property) (stormlog.phases.PhaseSummary attribute) (stormlog.phases.policy.PhaseAttribution attribute) (stormlog.phases.policy.PhaseSummary attribute) (stormlog.phases.runtime.PhaseHandle property) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) phase_paths (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.policy.PhaseAttribution attribute) phase_resolution (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.policy.PhaseAttribution attribute) phase_source (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.policy.PhaseAttribution attribute) phase_summary (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.policy.PhaseAttribution attribute) PhaseAttribution (class in stormlog.phases) (class in stormlog.phases.policy) PhaseBoundary (class in stormlog.phases) (class in stormlog.phases.runtime) PhaseBoundaryRecord (class in stormlog.phases) (class in stormlog.phases.replay) PhaseHandle (class in stormlog.phases) (class in stormlog.phases.runtime) PhaseProtocolError, [1] PhaseRecorder (class in stormlog.phases) (class in stormlog.phases.runtime) PhaseReplayIndex (class in stormlog.phases) (class in stormlog.phases.replay) PhaseSpan (class in stormlog.phases) (class in stormlog.phases.replay) PhaseSummary (class in stormlog.phases) (class in stormlog.phases.policy)

PhaseToken (class in stormlog.phases) (class in stormlog.phases.runtime) pid (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) plot_cross_rank_timeline() (stormlog.MemoryVisualizer method) (stormlog.visualizer.MemoryVisualizer method) plot_function_comparison() (stormlog.jax.visualizer.MemoryVisualizer method) (stormlog.MemoryVisualizer method) (stormlog.tensorflow.visualizer.MemoryVisualizer method) (stormlog.visualizer.MemoryVisualizer method) plot_memory_heatmap() (stormlog.MemoryVisualizer method) (stormlog.visualizer.MemoryVisualizer method) plot_memory_timeline() (stormlog.jax.visualizer.MemoryVisualizer method) (stormlog.MemoryVisualizer method) (stormlog.tensorflow.visualizer.MemoryVisualizer method) (stormlog.visualizer.MemoryVisualizer method) present_ranks (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) preset (stormlog.collective_attribution.CollectiveAttributionConfig attribute) profile() (stormlog.context_profiler.MemoryProfiler method) profile_context() (in module stormlog) (in module stormlog.context_profiler) (in module stormlog.jax) (in module stormlog.jax.context_profiler) (in module stormlog.tensorflow.context_profiler) (stormlog.cpu_profiler.CPUMemoryProfiler method) (stormlog.CPUMemoryProfiler method) (stormlog.GPUMemoryProfiler method) (stormlog.jax.JAXMemoryProfiler method) (stormlog.jax.profiler.JAXMemoryProfiler method) (stormlog.profiler.GPUMemoryProfiler method) (stormlog.tensorflow.profiler.TFMemoryProfiler method) (stormlog.tensorflow.TFMemoryProfiler method) profile_function() (in module stormlog) (in module stormlog.context_profiler) (in module stormlog.jax) (in module stormlog.jax.context_profiler) (in module stormlog.tensorflow.context_profiler) (stormlog.cpu_profiler.CPUMemoryProfiler method) (stormlog.CPUMemoryProfiler method) (stormlog.GPUMemoryProfiler method) (stormlog.jax.JAXMemoryProfiler method) (stormlog.jax.profiler.JAXMemoryProfiler method) (stormlog.profiler.GPUMemoryProfiler method) (stormlog.tensorflow.profiler.TFMemoryProfiler method) (stormlog.tensorflow.TFMemoryProfiler method) profile_inference() (stormlog.jax.context_profiler.JAXProfiler method) (stormlog.jax.JAXProfiler method) (stormlog.tensorflow.context_profiler.TensorFlowProfiler method) (stormlog.tensorflow.TensorFlowProfiler method) profile_keras_training() (in module stormlog.tensorflow.context_profiler) profile_model() (in module stormlog.tensorflow.context_profiler) profile_model_training() (in module stormlog.context_profiler) profile_training() (stormlog.jax.context_profiler.JAXProfiler method) (stormlog.jax.JAXProfiler method) (stormlog.tensorflow.context_profiler.TensorFlowProfiler method) (stormlog.tensorflow.TensorFlowProfiler method) ProfiledFunction (class in stormlog.jax) (class in stormlog.jax.context_profiler) ProfiledLayer (class in stormlog.tensorflow.context_profiler) ProfiledModule (class in stormlog.context_profiler) ProfileResult (class in stormlog) (class in stormlog.jax.profiler) (class in stormlog.profiler) (class in stormlog.tensorflow.profiler) ProfileResultsTable (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.tables) ProfileRow (class in stormlog.tui.profiles) project (stormlog.wandb_integration.WandbExportConfig attribute) project_telemetry_event() (in module stormlog.telemetry) project_telemetry_events() (in module stormlog.telemetry) project_telemetry_mapping() (in module stormlog.telemetry_model) projected_record_to_dict() (in module stormlog.telemetry_model) ProjectedTelemetryRecord (class in stormlog.telemetry) (class in stormlog.telemetry_model) pull_events() (stormlog.tui.monitor.TrackerSession method)

Q

query_events() (stormlog.query.QueryStore method)

QueryStore (class in stormlog.query)

R

rank (stormlog.collective_attribution.CollectiveAttributionResult attribute) (stormlog.distributed_analysis.FirstCauseSuspect attribute) (stormlog.distributed_analysis.RankTimelinePoint attribute) (stormlog.issues.IssueEvidenceLink attribute) (stormlog.phases.PhaseSpan attribute) (stormlog.phases.PhaseToken attribute) (stormlog.phases.replay.PhaseSpan attribute) (stormlog.phases.runtime.PhaseToken attribute) (stormlog.query.EventFilter attribute) (stormlog.query.SessionFilter attribute) (stormlog.query.SessionRow attribute) (stormlog.query.SummaryRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tracker.TrackingEvent attribute) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) rank_from_row_key() (stormlog.tui.widgets.DistributedRankTable static method) (stormlog.tui.widgets.tables.DistributedRankTable static method) rank_sample_counts (stormlog.distributed_analysis.CrossRankMergeResult attribute) RankDiagnosticsRow (class in stormlog.tui.distributed_diagnostics) RankTimelinePoint (class in stormlog.distributed_analysis) read_telemetry_sink_manifest() (in module stormlog.telemetry_sink) reason (stormlog.oom_flight_recorder.OOMExceptionClassification attribute) (stormlog.OOMExceptionClassification attribute) (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.OOMBundleFilter attribute) (stormlog.query.OOMBundleRow attribute) reason_codes (stormlog.collective_attribution.CollectiveAttributionResult attribute) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) recent_alerts (stormlog.tui.app.GPUMemoryProfilerTUI attribute) recommendations (stormlog.analyzer.PerformanceInsight attribute) record_event() (stormlog.oom_flight_recorder.OOMFlightRecorder method) (stormlog.OOMFlightRecorder method) record_id (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) recorded_at (stormlog.tui.profiles.ProfileRow attribute) refresh_content() (stormlog.tui.widgets.MarkdownPanel method) (stormlog.tui.widgets.panels.MarkdownPanel method) refresh_diagnostics() (stormlog.tui.app.GPUMemoryProfilerTUI method) refresh_monitoring_panel() (stormlog.tui.app.GPUMemoryProfilerTUI method) refresh_pytorch_profiles() (stormlog.tui.app.GPUMemoryProfilerTUI method) refresh_rows() (stormlog.tui.widgets.GPUStatsTable method) (stormlog.tui.widgets.tables.GPUStatsTable method) refresh_tensorflow_profiles() (stormlog.tui.app.GPUMemoryProfilerTUI method) refresh_visualizations() (stormlog.tui.app.GPUMemoryProfilerTUI method) remediation (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) remove_alert_callback() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) render_attributed_html() (in module stormlog.attributed_viz) render_attributed_wandb_preview_html() (in module stormlog.attributed_viz) render_jax_attributed_html() (in module stormlog.jax.attributed_viz) render_placeholder() (stormlog.tui.widgets.DistributedTimelineCanvas method) (stormlog.tui.widgets.timeline.DistributedTimelineCanvas method) (stormlog.tui.widgets.timeline.TimelineCanvas method) (stormlog.tui.widgets.TimelineCanvas method) render_rank_timelines() (stormlog.tui.widgets.DistributedTimelineCanvas method) (stormlog.tui.widgets.timeline.DistributedTimelineCanvas method)

render_timeline() (stormlog.tui.widgets.timeline.TimelineCanvas method) (stormlog.tui.widgets.TimelineCanvas method) representative_evidence (stormlog.issues.StormlogIssue attribute) reserved (stormlog.tui.monitor.TrackerEventView attribute) reserved_bytes (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) reserved_delta_bytes (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) reserved_memory (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) reset() (stormlog.jax.context_profiler.JAXProfiler method) (stormlog.jax.JAXMemoryProfiler method) (stormlog.jax.JAXProfiler method) (stormlog.jax.profiler.JAXMemoryProfiler method) (stormlog.phases.PhaseRecorder method) (stormlog.phases.runtime.PhaseRecorder method) (stormlog.tensorflow.context_profiler.TensorFlowProfiler method) (stormlog.tensorflow.profiler.TFMemoryProfiler method) (stormlog.tensorflow.TensorFlowProfiler method) (stormlog.tensorflow.TFMemoryProfiler method) reset_diagnostics_rank_filter() (stormlog.tui.app.GPUMemoryProfilerTUI method) resolve() (stormlog.phases.PhaseReplayIndex method) (stormlog.phases.replay.PhaseReplayIndex method) resolve_collective_attribution_config() (in module stormlog.collective_attribution) resolve_distributed_identity() (in module stormlog) (in module stormlog.telemetry) resolve_for_event() (stormlog.phases.PhaseReplayIndex method) (stormlog.phases.replay.PhaseReplayIndex method) resolve_phase_for_event() (in module stormlog.phases) (in module stormlog.phases.policy) resolve_release_version() (in module stormlog.release_version) resolve_telemetry_sink_manifest_path() (in module stormlog.telemetry_sink) resolve_telemetry_sink_segment_paths() (in module stormlog.telemetry_sink) resource (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) resources() (stormlog.telemetry.LoadedTelemetrySession method) retention_max_files (stormlog.telemetry_sink.TelemetrySinkConfig attribute) retention_max_total_bytes (stormlog.telemetry_sink.TelemetrySinkConfig attribute) robust_zscore (stormlog.collective_attribution.CollectiveAttributionEvidence attribute) robust_zscore_threshold (stormlog.collective_attribution.CollectiveAttributionConfig attribute) ROCmDeviceCollector (class in stormlog.device_collectors) rollover_max_bytes (stormlog.telemetry_sink.TelemetrySinkConfig attribute) rollover_max_events (stormlog.telemetry_sink.TelemetrySinkConfig attribute) root_dir (stormlog.telemetry_sink.TelemetrySinkConfig attribute) rows (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) rss (stormlog.cpu_profiler.CPUMemorySnapshot attribute) run() (stormlog.tui.commands.CLICommandRunner method) run_app() (in module stormlog.tui) (in module stormlog.tui.app) run_cli_command() (stormlog.tui.app.GPUMemoryProfilerTUI method) run_cpu_sample_workload() (in module stormlog.tui.workloads) run_diagnose() (in module stormlog.diagnose) (in module stormlog.jax.diagnose) (in module stormlog.tensorflow.diagnose) run_id (stormlog.wandb_integration.WandbExportConfig attribute) run_name (stormlog.wandb_integration.WandbExportConfig attribute) run_pytorch_sample() (stormlog.tui.app.GPUMemoryProfilerTUI method) run_pytorch_sample_workload() (in module stormlog.tui.workloads) run_tensorflow_sample() (stormlog.tui.app.GPUMemoryProfilerTUI method) run_tensorflow_sample_workload() (in module stormlog.tui.workloads) run_timeline_capture() (in module stormlog.diagnose) (in module stormlog.jax.diagnose) (in module stormlog.tensorflow.diagnose) runtime_backend (stormlog.tensorflow.utils.BackendInfo attribute) runtime_gpu_count (stormlog.tensorflow.utils.BackendInfo attribute)

S

sample (stormlog.device_collectors.DeviceMemorySampleResult attribute) sample() (stormlog.device_collectors.CudaDeviceCollector method) (stormlog.device_collectors.DeviceMemoryCollector method) (stormlog.device_collectors.MPSDeviceCollector method) (stormlog.DeviceMemoryCollector method) sample_with_diagnostics() (stormlog.device_collectors.CudaDeviceCollector method) (stormlog.device_collectors.DeviceMemoryCollector method) (stormlog.device_collectors.MPSDeviceCollector method) (stormlog.DeviceMemoryCollector method) samples (stormlog.tui.distributed_diagnostics.RankDiagnosticsRow attribute) samples_collected (stormlog.jax.tracker.TrackingResult attribute) sampling_interval_ms (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) save_device_memory_profile() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) save_device_memory_profile_to_dir() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) save_plots() (stormlog.tensorflow.visualizer.MemoryVisualizer method) save_results() (stormlog.context_profiler.MemoryProfiler method) schema_version (stormlog.issues.IssueFingerprint attribute) (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) (stormlog.telemetry_sink.TelemetrySinkManifest attribute) (stormlog.TelemetryEventV2 attribute) scope_id (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.PhaseBoundary attribute) (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseSpan attribute) (stormlog.phases.PhaseToken attribute) (stormlog.phases.policy.PhaseAttribution attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseSpan attribute) (stormlog.phases.runtime.PhaseBoundary attribute) (stormlog.phases.runtime.PhaseToken attribute) score_optimization() (stormlog.jax.analyzer.MemoryAnalyzer method) (stormlog.jax.MemoryAnalyzer method) (stormlog.tensorflow.analyzer.MemoryAnalyzer method) segments (stormlog.telemetry_sink.TelemetrySinkManifest attribute) select_default_loaded_session() (in module stormlog.session) select_default_session() (in module stormlog.session) selected_session_id (stormlog.tui.distributed_diagnostics.ArtifactLoadResult attribute) sequence (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseSpan attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseSpan attribute) session_id (stormlog.issues.IssueEvidenceLink attribute) (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseSpan attribute) (stormlog.phases.PhaseToken attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseSpan attribute) (stormlog.phases.runtime.PhaseToken attribute) (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.EventFilter attribute) (stormlog.query.IssueFilter attribute) (stormlog.query.OOMBundleFilter attribute) (stormlog.query.OOMBundleRow attribute) (stormlog.query.SessionFilter attribute) (stormlog.query.SessionRow attribute) (stormlog.query.SummaryRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) (stormlog.telemetry_sink.TelemetrySinkSegment attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tracker.TrackingEvent attribute) session_status (stormlog.query.CatalogOOMBundle attribute) (stormlog.query.EventRow attribute) (stormlog.query.OOMBundleRow attribute) session_summary (stormlog.jax.tracker.TrackingResult attribute) session_summary_from_dict() (in module stormlog.session) session_summary_to_dict() (in module stormlog.session) SessionDerivedFields (class in stormlog.derived_fields) SessionFilter (class in stormlog.query) SessionRow (class in stormlog.query) sessions (stormlog.telemetry_sink.TelemetrySinkManifest attribute) (stormlog.tui.distributed_diagnostics.ArtifactLoadResult attribute) SessionSummary (class in stormlog.session) set_alert_threshold() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) set_auto_cleanup() (stormlog.tui.monitor.TrackerSession method) set_global_profiler() (in module stormlog.context_profiler) (in module stormlog.jax.context_profiler) (in module stormlog.jax.profiler) (in module stormlog.tensorflow.context_profiler) set_threshold() (stormlog.MemoryTracker method) (stormlog.tracker.MemoryTracker method) set_thresholds() (stormlog.tui.monitor.TrackerSession method) setup_logging() (in module stormlog.jax.cli) (in module stormlog.tensorflow.cli) severity (stormlog.analyzer.MemoryPattern attribute) (stormlog.gap_analysis.GapFinding attribute) (stormlog.GapFinding attribute) (stormlog.issues.StormlogIssue attribute) (stormlog.query.IssueFilter attribute) (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) severity_text (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) show() (stormlog.MemoryVisualizer method) (stormlog.visualizer.MemoryVisualizer method) signal (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) size_bytes (stormlog.telemetry_sink.TelemetrySinkSegment attribute) snapshot_after (stormlog.cpu_profiler.CPUProfileResult attribute) snapshot_before (stormlog.cpu_profiler.CPUProfileResult attribute) snapshot_events() (stormlog.oom_flight_recorder.OOMFlightRecorder method) (stormlog.OOMFlightRecorder method) snapshots (stormlog.jax.profiler.ProfileResult attribute) (stormlog.tensorflow.profiler.ProfileResult attribute) sort_session_summaries() (in module stormlog.session) source (stormlog.phases.PhaseSummary attribute) (stormlog.phases.policy.PhaseSummary attribute) (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) source_count (stormlog.query.SessionRow attribute) source_kind (stormlog.issues.IssueEvidenceLink attribute) (stormlog.query.CatalogSource attribute) (stormlog.query.EventRow attribute) (stormlog.query.SessionFilter attribute) (stormlog.query.SessionRow attribute) (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) source_path (stormlog.issues.IssueEvidenceLink attribute) (stormlog.query.EventRow attribute) (stormlog.query.SessionRow attribute) sources_loaded (stormlog.telemetry.LoadedTelemetrySession attribute) (stormlog.tui.distributed_diagnostics.ArtifactLoadResult attribute) spans_for() (stormlog.phases.PhaseReplayIndex method) (stormlog.phases.replay.PhaseReplayIndex method) spike_window_samples (stormlog.distributed_analysis.FirstCauseSuspect attribute) split_release_tags() (in module stormlog.release_version) stable_legacy_session_id() (in module stormlog.session) stack_trace (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) stage (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) start() (stormlog.jax.MemoryWatchdog method) (stormlog.jax.tracker.MemoryWatchdog method) (stormlog.tensorflow.tracker.MemoryWatchdog method) (stormlog.tui.monitor.TrackerSession method) start_continuous_profiling() (stormlog.jax.JAXMemoryProfiler method) (stormlog.jax.profiler.JAXMemoryProfiler method) (stormlog.tensorflow.profiler.TFMemoryProfiler method) (stormlog.tensorflow.TFMemoryProfiler method) start_cuda_memory_history() (in module stormlog.cuda_native_debug) start_live_tracking() (stormlog.tui.app.GPUMemoryProfilerTUI method) start_monitoring() (in module stormlog.context_profiler) (stormlog.context_profiler.MemoryProfiler method) (stormlog.cpu_profiler.CPUMemoryProfiler method) (stormlog.CPUMemoryProfiler method) (stormlog.GPUMemoryProfiler method) (stormlog.profiler.GPUMemoryProfiler method) start_ns (stormlog.phases.PhaseSpan attribute) (stormlog.phases.replay.PhaseSpan attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) start_session() (stormlog.telemetry_sink.AppendOnlyTelemetrySink method) start_time (stormlog.jax.profiler.ProfileResult attribute) (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.profiler.ProfileResult attribute) (stormlog.tensorflow.tracker.TrackingResult attribute) start_tracking() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) (stormlog.tracker.MemoryTracker method) started_at_ns (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) state (stormlog.issues.StormlogIssue attribute) (stormlog.query.IssueFilter attribute) status (stormlog.collector_health.CollectorHealthState attribute) (stormlog.query.EventFilter attribute) (stormlog.query.SessionFilter attribute) (stormlog.query.SessionRow attribute) (stormlog.query.SummaryRow attribute) (stormlog.session.SessionSummary attribute)

stop() (stormlog.jax.MemoryWatchdog method) (stormlog.jax.tracker.MemoryWatchdog method) (stormlog.tensorflow.tracker.MemoryWatchdog method) (stormlog.tui.monitor.TrackerSession method) stop_continuous_profiling() (stormlog.jax.JAXMemoryProfiler method) (stormlog.jax.profiler.JAXMemoryProfiler method) (stormlog.tensorflow.profiler.TFMemoryProfiler method) (stormlog.tensorflow.TFMemoryProfiler method) stop_cuda_memory_history() (in module stormlog.cuda_native_debug) stop_live_tracking() (stormlog.tui.app.GPUMemoryProfilerTUI method) stop_monitoring() (in module stormlog.context_profiler) (stormlog.context_profiler.MemoryProfiler method) (stormlog.cpu_profiler.CPUMemoryProfiler method) (stormlog.CPUMemoryProfiler method) (stormlog.GPUMemoryProfiler method) (stormlog.profiler.GPUMemoryProfiler method) stop_tracking() (stormlog.cpu_profiler.CPUMemoryTracker method) (stormlog.CPUMemoryTracker method) (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method) (stormlog.MemoryTracker method) (stormlog.tensorflow.tracker.MemoryTracker method) (stormlog.tracker.MemoryTracker method) stormlog module stormlog.analyzer module stormlog.attributed_viz module stormlog.cli module stormlog.collective_attribution module stormlog.collector_health module stormlog.context_profiler module stormlog.cpu_profiler module stormlog.cuda_native_debug module stormlog.derived_fields module stormlog.device_collectors module stormlog.diagnose module stormlog.distributed_analysis module stormlog.gap_analysis module stormlog.issues module stormlog.jax module stormlog.jax.analyzer module stormlog.jax.attributed_viz module stormlog.jax.cli module stormlog.jax.context_profiler module stormlog.jax.diagnose module stormlog.jax.jax_env module stormlog.jax.pprof_parser module stormlog.jax.profile_pb2 module stormlog.jax.profiler module stormlog.jax.tracker module stormlog.jax.utils module stormlog.jax.visualizer module stormlog.oom_flight_recorder module stormlog.phases module stormlog.phases.policy module stormlog.phases.replay module stormlog.phases.runtime module stormlog.profiler module stormlog.query module stormlog.query_cli module stormlog.release_version module stormlog.session module stormlog.telemetry module stormlog.telemetry_model module stormlog.telemetry_sink module stormlog.tensorflow module stormlog.tensorflow.analyzer module stormlog.tensorflow.cli module stormlog.tensorflow.context_profiler module stormlog.tensorflow.diagnose module stormlog.tensorflow.profiler module stormlog.tensorflow.tf_env module stormlog.tensorflow.tracker module stormlog.tensorflow.utils module stormlog.tensorflow.visualizer module stormlog.timeline_markers module stormlog.tracker module stormlog.tui module stormlog.tui.app module stormlog.tui.builders module stormlog.tui.commands module stormlog.tui.distributed_diagnostics module stormlog.tui.monitor module stormlog.tui.profiles module stormlog.tui.styles module stormlog.tui.widgets module stormlog.tui.widgets.panels module stormlog.tui.widgets.tables module stormlog.tui.widgets.timeline module stormlog.tui.widgets.welcome module stormlog.tui.workloads module stormlog.utils module stormlog.visualizer module stormlog.wandb_integration module StormlogIssue (class in stormlog.issues) suggest_memory_optimization() (in module stormlog.utils) suggest_optimizations() (in module stormlog.tensorflow.utils) suggestions (stormlog.analyzer.MemoryPattern attribute) summarize() (stormlog.query.QueryStore method) summarize_cross_rank_analysis() (in module stormlog.distributed_analysis) summarize_phase_attribution() (in module stormlog.phases) (in module stormlog.phases.policy) summarize_phase_resolution() (in module stormlog.phases) (in module stormlog.phases.policy) summary (stormlog.telemetry.LoadedTelemetrySession attribute) SummaryRow (class in stormlog.query) suspects (stormlog.distributed_analysis.FirstCauseAnalysisResult attribute) synchronized_ranks (stormlog.collective_attribution.CollectiveAttributionEvidence attribute) synchrony_ratio (stormlog.collective_attribution.CollectiveAttributionEvidence attribute) synchrony_window_ns (stormlog.collective_attribution.CollectiveAttributionConfig attribute) synthetic_end (stormlog.phases.PhaseSpan attribute) (stormlog.phases.replay.PhaseSpan attribute)

T

telemetry_collector (stormlog.device_collectors.CudaDeviceCollector attribute) (stormlog.device_collectors.MPSDeviceCollector attribute) (stormlog.device_collectors.ROCmDeviceCollector attribute) telemetry_event_from_record() (in module stormlog) (in module stormlog.telemetry) telemetry_event_to_dict() (in module stormlog) (in module stormlog.telemetry) telemetry_events (stormlog.jax.tracker.TrackingResult attribute) telemetry_partial (stormlog.collector_health.CollectorHealthState attribute) telemetry_records() (stormlog.telemetry.LoadedTelemetrySession method) (stormlog.tui.monitor.TrackerSession method) TelemetryEvent (in module stormlog.telemetry) TelemetryEventV2 (class in stormlog) (class in stormlog.telemetry) TelemetryEventV3 (class in stormlog.telemetry) TelemetrySinkConfig (class in stormlog.telemetry_sink) TelemetrySinkManifest (class in stormlog.telemetry_sink) TelemetrySinkSegment (class in stormlog.telemetry_sink) tensor_lifecycle (stormlog.tensorflow.profiler.ProfileResult attribute) tensor_sizes (stormlog.tensorflow.profiler.MemorySnapshot attribute) tensorflow_metal_installed (stormlog.tensorflow.utils.BackendInfo attribute) TensorFlowAnalyzer (in module stormlog.tensorflow) TensorFlowGapFinding (in module stormlog.tensorflow) TensorFlowMemoryTracker (in module stormlog.tensorflow) TensorFlowProfiler (class in stormlog.tensorflow) (class in stormlog.tensorflow.context_profiler) TensorFlowVisualizer (in module stormlog.tensorflow) tensors_created (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) tensors_deleted (stormlog.profiler.ProfileResult attribute) (stormlog.ProfileResult attribute) TensorTracker (class in stormlog.profiler) (class in stormlog.tensorflow.profiler) TFMemoryProfiler (class in stormlog.tensorflow) (class in stormlog.tensorflow.profiler) thread_id (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseSpan attribute) (stormlog.phases.PhaseToken attribute) (stormlog.phases.policy.PhaseAttribution attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseSpan attribute) (stormlog.phases.runtime.PhaseToken attribute) thread_name (stormlog.phases.PhaseAttribution attribute) (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.PhaseSpan attribute) (stormlog.phases.policy.PhaseAttribution attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseSpan attribute) time_end_ns (stormlog.query.EventFilter attribute)

time_start_ns (stormlog.query.EventFilter attribute) timeline_marker_to_dict() (in module stormlog) (in module stormlog.timeline_markers) TimelineCanvas (class in stormlog.tui.widgets) (class in stormlog.tui.widgets.timeline) TimelineMarker (class in stormlog) (class in stormlog.timeline_markers) timestamp (stormlog.cpu_profiler.CPUMemorySnapshot attribute) (stormlog.jax.profiler.MemorySnapshot attribute) (stormlog.MemorySnapshot attribute) (stormlog.profiler.MemorySnapshot attribute) (stormlog.tensorflow.profiler.MemorySnapshot attribute) (stormlog.tracker.TrackingEvent attribute) (stormlog.tui.monitor.TrackerEventView attribute) timestamp_ns (stormlog.distributed_analysis.RankTimelinePoint attribute) (stormlog.issues.IssueEvidenceLink attribute) (stormlog.phases.PhaseBoundaryRecord attribute) (stormlog.phases.replay.PhaseBoundaryRecord attribute) (stormlog.telemetry.ProjectedTelemetryRecord attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.telemetry_model.ProjectedTelemetryRecord attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.tui.distributed_diagnostics.AnomalyIndicator attribute) timestamps (stormlog.jax.tracker.TrackingResult attribute) (stormlog.tensorflow.tracker.MemoryTracker property) (stormlog.tensorflow.tracker.TrackingResult attribute) title (stormlog.analyzer.PerformanceInsight attribute) (stormlog.issues.StormlogIssue attribute) to_dict() (stormlog.collector_health.CollectorHealthState method) (stormlog.cpu_profiler.CPUMemorySnapshot method) (stormlog.cpu_profiler.CPUProfileResult method) (stormlog.MemorySnapshot method) (stormlog.profiler.MemorySnapshot method) (stormlog.profiler.ProfileResult method) (stormlog.ProfileResult method) toggle_auto_cleanup() (stormlog.tui.app.GPUMemoryProfilerTUI method) total_allocations (stormlog.tensorflow.profiler.ProfileResult attribute) total_bytes (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) total_deallocations (stormlog.tensorflow.profiler.ProfileResult attribute) track_tensor() (stormlog.tensorflow.profiler.TensorTracker method) tracker_session (stormlog.tui.app.GPUMemoryProfilerTUI attribute) TrackerEventView (class in stormlog.tui.monitor) TrackerSession (class in stormlog.tui.monitor) TrackerUnavailableError TrackingEvent (class in stormlog.tracker) TrackingResult (class in stormlog.jax.tracker) (class in stormlog.tensorflow.tracker) trigger_oom_dump() (stormlog.jax.MemoryTracker method) (stormlog.jax.tracker.MemoryTracker method)

U

unique_projected_correlations() (in module stormlog.telemetry_model) unique_projected_resources() (in module stormlog.telemetry_model) update_rows() (stormlog.tui.widgets.AlertHistoryTable method) (stormlog.tui.widgets.AnomalySummaryTable method) (stormlog.tui.widgets.DistributedRankTable method) (stormlog.tui.widgets.ProfileResultsTable method) (stormlog.tui.widgets.tables.AlertHistoryTable method) (stormlog.tui.widgets.tables.AnomalySummaryTable method) (stormlog.tui.widgets.tables.DistributedRankTable method) (stormlog.tui.widgets.tables.ProfileResultsTable method)

update_session_summary() (in module stormlog.session) used_bytes (stormlog.device_collectors.DeviceMemorySample attribute) (stormlog.DeviceMemorySample attribute) utilization_ratio (stormlog.derived_fields.DerivedFields attribute)

V

validate_jax_environment() (in module stormlog.jax.utils) validate_telemetry_record() (in module stormlog) (in module stormlog.telemetry)

validate_tensorflow_environment() (in module stormlog.tensorflow.utils) value (stormlog.query.SummaryRow attribute) vms (stormlog.cpu_profiler.CPUMemorySnapshot attribute)

W

wandb_config_from_namespace() (in module stormlog.wandb_integration) WandbExportConfig (class in stormlog.wandb_integration) warning_count (stormlog.query.SessionRow attribute) warnings (stormlog.telemetry.LoadedTelemetrySession attribute) (stormlog.tui.distributed_diagnostics.ArtifactLoadResult attribute) (stormlog.tui.distributed_diagnostics.DistributedDiagnosticsModel attribute) world_size (stormlog.distributed_analysis.CrossRankMergeResult attribute) (stormlog.query.SessionFilter attribute) (stormlog.query.SessionRow attribute) (stormlog.session.SessionSummary attribute) (stormlog.telemetry.TelemetryEventV2 attribute) (stormlog.telemetry.TelemetryEventV3 attribute) (stormlog.TelemetryEventV2 attribute) (stormlog.timeline_markers.TimelineMarker attribute) (stormlog.TimelineMarker attribute) (stormlog.tracker.TrackingEvent attribute)

wrap_module() (stormlog.context_profiler.MemoryProfiler method) write_cuda_snapshot_artifacts() (in module stormlog.cuda_native_debug)