Index

_

__init__() (kempnerpulse.compute.ComputedRecord method) (kempnerpulse.compute.result.ComputedRecord method) (kempnerpulse.config.Config method) (kempnerpulse.config.PollValidation method) (kempnerpulse.identification.Identity method) (kempnerpulse.lifecycle.Pipeline method) (kempnerpulse.lifecycle.ThreadedTickReader method) (kempnerpulse.present.CommandController method) (kempnerpulse.present.controller.CommandController method) (kempnerpulse.present.csv_writer.UnknownExportColumns method) (kempnerpulse.present.GpuProcess method) (kempnerpulse.present.history.HistoryStore method) (kempnerpulse.present.HistoryStore method) (kempnerpulse.present.SummaryContext method) (kempnerpulse.present.tui.SummaryContext method) (kempnerpulse.present.UnknownExportColumns method) (kempnerpulse.present.widgets.GpuProcess method) (kempnerpulse.present.widgets.LinePlotRenderable method) (kempnerpulse.reader.Backend method) (kempnerpulse.reader.BackendCaps method) (kempnerpulse.reader.base.Backend method) (kempnerpulse.reader.base.BackendCaps method) (kempnerpulse.reader.base.RawRecord method) (kempnerpulse.reader.base.ReaderConfig method) (kempnerpulse.reader.base.ReaderError method) (kempnerpulse.reader.dcgmi.DcgmiBackend method) (kempnerpulse.reader.prometheus.PrometheusBackend method) (kempnerpulse.reader.RawRecord method) (kempnerpulse.reader.ReaderConfig method) (kempnerpulse.reader.ReaderError method) (kempnerpulse.reader.replay.ReplayBackend method) (kempnerpulse.selection.GPUSelector method) (kempnerpulse.system_queries.CpuSampler method) (kempnerpulse.system_queries.GpuProcess method) (kempnerpulse.translate.CanonicalRecord method) (kempnerpulse.translate.context.SourceContext method) (kempnerpulse.translate.schema.CanonicalRecord method) (kempnerpulse.translate.SourceContext method) (kempnerpulse.translate.Translator method) (kempnerpulse.translate.translator.Translator method)

A

accessible_gpu_ids (kempnerpulse.identification.Identity attribute) aggregation_mode (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute) AggregationMode (class in kempnerpulse.translate) (class in kempnerpulse.translate.schema)

all_gpus (kempnerpulse.reader.base.ReaderConfig attribute) (kempnerpulse.reader.ReaderConfig attribute) app_version (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute)

B

Backend (class in kempnerpulse.reader) (class in kempnerpulse.reader.base) backend (kempnerpulse.config.Config attribute) (kempnerpulse.reader.base.ReaderConfig attribute) (kempnerpulse.reader.ReaderConfig attribute) (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute) BackendCaps (class in kempnerpulse.reader) (class in kempnerpulse.reader.base) BackendKind (class in kempnerpulse.reader) (class in kempnerpulse.reader.base) bottleneck (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) (kempnerpulse.compute.result.WorkloadClass property) (kempnerpulse.compute.WorkloadClass property)

BottleneckCategory (class in kempnerpulse.compute) (class in kempnerpulse.compute.result) build_config() (in module kempnerpulse.config) build_fleet_panel() (in module kempnerpulse.present.widgets) build_parser() (in module kempnerpulse.config) bus_id_to_index (kempnerpulse.identification.Identity attribute) BUSY_LOW_SM_USE (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) bytes_per_second_to_gigabytes() (in module kempnerpulse.present.format)

C

candidate_cols() (in module kempnerpulse.present.widgets) canonical_field_names() (in module kempnerpulse.translate) (in module kempnerpulse.translate.schema) CanonicalRecord (class in kempnerpulse.translate) (class in kempnerpulse.translate.schema) caps (kempnerpulse.reader.Backend property) (kempnerpulse.reader.base.Backend property) (kempnerpulse.reader.dcgmi.DcgmiBackend property) (kempnerpulse.reader.prometheus.PrometheusBackend property) (kempnerpulse.reader.replay.ReplayBackend property) cbreak_stdin() (in module kempnerpulse.present) (in module kempnerpulse.present.controller) choose_grid() (in module kempnerpulse.present.widgets) clamped (kempnerpulse.config.PollValidation attribute) classify() (in module kempnerpulse.compute) close() (kempnerpulse.reader.Backend method) (kempnerpulse.reader.base.Backend method) (kempnerpulse.reader.dcgmi.DcgmiBackend method) (kempnerpulse.reader.prometheus.PrometheusBackend method) (kempnerpulse.reader.replay.ReplayBackend method) command (kempnerpulse.present.GpuProcess attribute) (kempnerpulse.present.widgets.GpuProcess attribute) (kempnerpulse.system_queries.GpuProcess attribute)

CommandController (class in kempnerpulse.present) (class in kempnerpulse.present.controller) COMPUTE (kempnerpulse.compute.BottleneckCategory attribute) (kempnerpulse.compute.result.BottleneckCategory attribute) COMPUTE_ACTIVE (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) COMPUTE_HEAVY (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) compute_record() (in module kempnerpulse.compute) (in module kempnerpulse.compute.pipeline) compute_tick() (in module kempnerpulse.compute) (in module kempnerpulse.compute.pipeline) ComputedRecord (class in kempnerpulse.compute) (class in kempnerpulse.compute.result) Config (class in kempnerpulse.config) convert() (in module kempnerpulse.translate.mapping) cpu_info (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) CpuSampler (class in kempnerpulse.system_queries) csv_header() (in module kempnerpulse.present) (in module kempnerpulse.present.csv_writer) csv_row() (in module kempnerpulse.present) (in module kempnerpulse.present.csv_writer)

D

dcgm_phys_to_local (kempnerpulse.identification.Identity attribute) dcgm_physical_gpu_ids (kempnerpulse.identification.Identity attribute) DCGMI (kempnerpulse.reader.BackendKind attribute) (kempnerpulse.reader.base.BackendKind attribute) (kempnerpulse.translate.Provenance attribute) (kempnerpulse.translate.schema.Provenance attribute)

DcgmiBackend (class in kempnerpulse.reader.dcgmi) DcgmStreamError, [1], [2]

E

effective_poll_seconds (kempnerpulse.config.PollValidation attribute) entity_gpu_index (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) entity_gpu_uuid (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) entity_id (kempnerpulse.reader.base.RawRecord attribute) (kempnerpulse.reader.RawRecord attribute) entity_mig_instance_index (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute)

entity_process_command_line_truncated (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) entity_process_id (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) error (kempnerpulse.config.PollValidation attribute) (kempnerpulse.reader.base.RawRecord attribute) (kempnerpulse.reader.RawRecord attribute) export_spec (kempnerpulse.config.Config attribute) ExporterCollisionDetected, [1]

F

fields (kempnerpulse.reader.BackendCaps attribute) (kempnerpulse.reader.base.BackendCaps attribute) (kempnerpulse.reader.base.RawRecord attribute) (kempnerpulse.reader.RawRecord attribute) fleet_panel() (in module kempnerpulse.present.widgets) fmt_bytes_per_s() (in module kempnerpulse.present.format) fmt_duration() (in module kempnerpulse.present.format) fmt_gbps() (in module kempnerpulse.present.format) fmt_joules() (in module kempnerpulse.present.format) fmt_mhz() (in module kempnerpulse.present.format)

fmt_mib() (in module kempnerpulse.present.format) fmt_num() (in module kempnerpulse.present.format) fmt_pct() (in module kempnerpulse.present.format) fmt_temp() (in module kempnerpulse.present.format) fmt_watts() (in module kempnerpulse.present.format) focus_gpu (kempnerpulse.config.Config attribute) footer_panel() (in module kempnerpulse.present) (in module kempnerpulse.present.tui) FP64_HPC_COMPUTE (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) fraction_to_percent() (in module kempnerpulse.present.format)

G

gather_slurm_metadata() (in module kempnerpulse.identification) get() (kempnerpulse.present.history.HistoryStore method) (kempnerpulse.present.HistoryStore method) get_latest() (kempnerpulse.lifecycle.ThreadedTickReader method) get_temp_thresholds() (in module kempnerpulse.present.format) gid (kempnerpulse.present.GpuProcess attribute) (kempnerpulse.present.widgets.GpuProcess attribute) (kempnerpulse.system_queries.GpuProcess attribute) gpu_board_default_power_limit_watts (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_board_enforced_power_limit_watts (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_board_power_draw_watts (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_board_total_energy_joules (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_card() (in module kempnerpulse.present.widgets) gpu_correctable_remapped_row_count (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_cuda_core_floating_point_16bit_pipe_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_cuda_core_floating_point_32bit_pipe_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_cuda_core_floating_point_64bit_pipe_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_die_temperature_celsius (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_dram_controller_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_framebuffer_free_mebibytes (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_framebuffer_reserved_mebibytes (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_framebuffer_total_mebibytes (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_framebuffer_used_mebibytes (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_graphics_compute_engine_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_id (kempnerpulse.compute.ComputedRecord property) (kempnerpulse.compute.result.ComputedRecord property) (kempnerpulse.present.GpuProcess attribute) (kempnerpulse.present.widgets.GpuProcess attribute) (kempnerpulse.system_queries.GpuProcess attribute) gpu_ids (kempnerpulse.config.Config attribute) (kempnerpulse.reader.base.ReaderConfig attribute) (kempnerpulse.reader.ReaderConfig attribute) gpu_index (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) gpu_mem_mib (kempnerpulse.present.GpuProcess attribute) (kempnerpulse.present.widgets.GpuProcess attribute) (kempnerpulse.system_queries.GpuProcess attribute) gpu_memory_clock_frequency_megahertz (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute)

gpu_memory_copy_engine_busy_time_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_memory_die_temperature_celsius (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_model_by_id (kempnerpulse.identification.Identity attribute) gpu_model_by_index (kempnerpulse.identification.Identity attribute) (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute) gpu_nvlink_aggregate_throughput_bytes_per_second (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_nvml_busy_time_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_pcie_receive_throughput_bytes_per_second (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_pcie_replay_count (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_pcie_transmit_throughput_bytes_per_second (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_processes (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) gpu_row_remap_failure_flag (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_streaming_multiprocessor_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_streaming_multiprocessor_clock_frequency_megahertz (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_streaming_multiprocessor_warp_occupancy_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_tensor_core_double_mma_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_tensor_core_double_precision_fma_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_tensor_core_half_precision_mma_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_tensor_core_integer_mma_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_tensor_core_pipe_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_tensor_core_quarter_mma_active_cycle_fraction (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_uncorrectable_remapped_row_count (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) gpu_uuid (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) gpu_uuid_by_id (kempnerpulse.identification.Identity attribute) gpu_uuid_by_index (kempnerpulse.identification.Identity attribute) (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute) gpu_xid_error_count (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) GpuProcess (class in kempnerpulse.present) (class in kempnerpulse.present.widgets) (class in kempnerpulse.system_queries) GPUSelector (class in kempnerpulse.selection) graphics_engine_percent() (in module kempnerpulse.compute)

H

handle_input() (kempnerpulse.present.CommandController method) (kempnerpulse.present.controller.CommandController method) health (kempnerpulse.compute.result.ComputedRecord attribute) health() (in module kempnerpulse.compute) health_style (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) hint() (kempnerpulse.present.CommandController method) (kempnerpulse.present.controller.CommandController method)

history_length (kempnerpulse.config.Config attribute) HistoryStore (class in kempnerpulse.present) (class in kempnerpulse.present.history) HostEngineUnavailableError, [1], [2] hostname (kempnerpulse.identification.Identity attribute) (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute)

I

identify() (in module kempnerpulse.identification) Identity (class in kempnerpulse.identification) IDLE (kempnerpulse.compute.BottleneckCategory attribute) (kempnerpulse.compute.result.BottleneckCategory attribute) (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute)

IO (kempnerpulse.compute.BottleneckCategory attribute) (kempnerpulse.compute.result.BottleneckCategory attribute) IO_OR_DATA_LOADING (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) io_rate_style_gbps() (in module kempnerpulse.present.format)

J

jobs_view_panel() (in module kempnerpulse.present.widgets)

K

kempnerpulse.compute module kempnerpulse.compute.pipeline module kempnerpulse.compute.presets module kempnerpulse.compute.result module kempnerpulse.compute.thresholds module kempnerpulse.config module kempnerpulse.identification module kempnerpulse.lifecycle module kempnerpulse.present module kempnerpulse.present.controller module kempnerpulse.present.csv_writer module kempnerpulse.present.format module kempnerpulse.present.history module kempnerpulse.present.tui module kempnerpulse.present.widgets module

kempnerpulse.reader module kempnerpulse.reader.base module kempnerpulse.reader.dcgmi module kempnerpulse.reader.preflight module kempnerpulse.reader.prometheus module kempnerpulse.reader.replay module kempnerpulse.selection module kempnerpulse.system_queries module kempnerpulse.translate module kempnerpulse.translate.context module kempnerpulse.translate.mapping module kempnerpulse.translate.schema module kempnerpulse.translate.translator module kind (kempnerpulse.reader.BackendCaps attribute) (kempnerpulse.reader.base.BackendCaps attribute)

L

label (kempnerpulse.compute.result.WorkloadClass property) (kempnerpulse.compute.WorkloadClass property) last_counter() (kempnerpulse.lifecycle.ThreadedTickReader method) line_plot_view_panel() (in module kempnerpulse.present.widgets)

LinePlotRenderable (class in kempnerpulse.present.widgets) load_source() (in module kempnerpulse.reader.prometheus) LOW_UTILIZATION (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute)

M

make_backend() (in module kempnerpulse.reader) make_bar() (in module kempnerpulse.present.format) make_source_context() (in module kempnerpulse.translate) (in module kempnerpulse.translate.context) make_translator() (in module kempnerpulse.translate) (in module kempnerpulse.translate.translator) map_field() (in module kempnerpulse.translate.mapping) MEMORY (kempnerpulse.compute.BottleneckCategory attribute) (kempnerpulse.compute.result.BottleneckCategory attribute) MEMORY_ACTIVE (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) MEMORY_BOUND (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) memory_total_mebibytes (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) memory_used_fraction (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) millijoules_to_joules() (in module kempnerpulse.present.format) MIXED (kempnerpulse.compute.BottleneckCategory attribute) (kempnerpulse.compute.result.BottleneckCategory attribute) MIXED_OR_MODERATE (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) model_name (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) module kempnerpulse.compute kempnerpulse.compute.pipeline kempnerpulse.compute.presets kempnerpulse.compute.result kempnerpulse.compute.thresholds kempnerpulse.config kempnerpulse.identification kempnerpulse.lifecycle kempnerpulse.present kempnerpulse.present.controller kempnerpulse.present.csv_writer kempnerpulse.present.format kempnerpulse.present.history kempnerpulse.present.tui kempnerpulse.present.widgets kempnerpulse.reader kempnerpulse.reader.base kempnerpulse.reader.dcgmi kempnerpulse.reader.preflight kempnerpulse.reader.prometheus kempnerpulse.reader.replay kempnerpulse.selection kempnerpulse.system_queries kempnerpulse.translate kempnerpulse.translate.context kempnerpulse.translate.mapping kempnerpulse.translate.schema kempnerpulse.translate.translator

N

note (kempnerpulse.config.PollValidation attribute) nvlink_bw_limit_gbps_by_id (kempnerpulse.identification.Identity attribute) nvlink_bw_limit_gbps_by_index (kempnerpulse.identification.Identity attribute) nvlink_bw_limits (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute)

nvlink_util_style() (in module kempnerpulse.present.format) NVML_DIRECT (kempnerpulse.reader.BackendKind attribute) (kempnerpulse.reader.base.BackendKind attribute) NVML_FALLBACK (kempnerpulse.translate.Provenance attribute) (kempnerpulse.translate.schema.Provenance attribute)

O

once (kempnerpulse.config.Config attribute) open() (kempnerpulse.reader.Backend method) (kempnerpulse.reader.base.Backend method) (kempnerpulse.reader.dcgmi.DcgmiBackend method) (kempnerpulse.reader.prometheus.PrometheusBackend method) (kempnerpulse.reader.replay.ReplayBackend method)

P

parse_dmon_block() (in module kempnerpulse.reader.dcgmi) parse_prometheus_records() (in module kempnerpulse.reader.prometheus) parse_weights() (in module kempnerpulse.config) pcie_bw_limit_bytes_per_second_by_id (kempnerpulse.identification.Identity attribute) pcie_bw_limit_bytes_per_second_by_index (kempnerpulse.identification.Identity attribute) pcie_bw_limits (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) pcie_info (kempnerpulse.identification.Identity attribute) (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) pcie_replay_rate_per_second (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) pid (kempnerpulse.present.GpuProcess attribute) (kempnerpulse.present.widgets.GpuProcess attribute) (kempnerpulse.system_queries.GpuProcess attribute) Pipeline (class in kempnerpulse.lifecycle) POINT (kempnerpulse.translate.AggregationMode attribute) (kempnerpulse.translate.schema.AggregationMode attribute) poll (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) poll_seconds (kempnerpulse.config.Config attribute) (kempnerpulse.reader.base.ReaderConfig attribute) (kempnerpulse.reader.ReaderConfig attribute)

PollValidation (class in kempnerpulse.config) power_limit_watts_by_id (kempnerpulse.identification.Identity attribute) power_limit_watts_by_index (kempnerpulse.identification.Identity attribute) power_limits (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) power_style() (in module kempnerpulse.present.format) preset_name (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) (kempnerpulse.config.Config attribute) preset_name_for_weights() (in module kempnerpulse.compute) (in module kempnerpulse.compute.presets) probe_dcgmi() (in module kempnerpulse.reader.preflight) process() (kempnerpulse.lifecycle.Pipeline method) PROMETHEUS (kempnerpulse.reader.BackendKind attribute) (kempnerpulse.reader.base.BackendKind attribute) (kempnerpulse.translate.Provenance attribute) (kempnerpulse.translate.schema.Provenance attribute) PrometheusBackend (class in kempnerpulse.reader.prometheus) Provenance (class in kempnerpulse.translate) (class in kempnerpulse.translate.schema) provenance (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute) push() (kempnerpulse.present.history.HistoryStore method) (kempnerpulse.present.HistoryStore method)

Q

query_accessible_gpus() (in module kempnerpulse.identification) query_bus_id_mapping() (in module kempnerpulse.identification) query_gpu_models() (in module kempnerpulse.identification) query_gpu_processes() (in module kempnerpulse.system_queries)

query_gpu_uuids() (in module kempnerpulse.identification) query_nvlink_bandwidth() (in module kempnerpulse.identification) query_pcie_bandwidth() (in module kempnerpulse.identification) query_power_limits() (in module kempnerpulse.identification) query_system_ram() (in module kempnerpulse.system_queries)

R

ram_info (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) RawRecord (class in kempnerpulse.reader) (class in kempnerpulse.reader.base) read_once() (in module kempnerpulse.reader.dcgmi) ReaderConfig (class in kempnerpulse.reader) (class in kempnerpulse.reader.base) ReaderError, [1] real_util (kempnerpulse.compute.result.ComputedRecord attribute) real_util() (in module kempnerpulse.compute) record (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) record_aggregation_mode (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_capture_clock_offset_microseconds (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_freshness_microseconds (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_hostname (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_mpi_rank (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_node_index_in_job (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_provenance (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_schema_version (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_slurm_array_job_id (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_slurm_array_task_id (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_slurm_job_id (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_slurm_restart_count (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute)

record_slurm_step_id (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_timestamp_monotonic_seconds (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_timestamp_wallclock_unix_seconds (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_user_annotation_iteration_index (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_user_annotation_phase_label (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_user_annotation_request_id (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_user_annotation_step_count (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_user_annotation_token_count (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) record_window_microseconds (kempnerpulse.translate.CanonicalRecord attribute) (kempnerpulse.translate.schema.CanonicalRecord attribute) render_dashboard() (in module kempnerpulse.present) (in module kempnerpulse.present.tui) REPLAY (kempnerpulse.reader.BackendKind attribute) (kempnerpulse.reader.base.BackendKind attribute) (kempnerpulse.translate.Provenance attribute) (kempnerpulse.translate.schema.Provenance attribute) ReplayBackend (class in kempnerpulse.reader.replay) ReservationDeniedError, [1] resolve() (kempnerpulse.selection.GPUSelector method) resolve_columns() (in module kempnerpulse.present) (in module kempnerpulse.present.csv_writer) resolve_dcgm_gpu_ids() (in module kempnerpulse.reader.dcgmi) resolve_preset() (in module kempnerpulse.compute) (in module kempnerpulse.compute.presets) run() (in module kempnerpulse.lifecycle) run_dmon_once() (in module kempnerpulse.reader.dcgmi)

S

sample() (kempnerpulse.system_queries.CpuSampler method) scroll_fleet() (kempnerpulse.present.CommandController method) (kempnerpulse.present.controller.CommandController method) selected_gpu_panel() (in module kempnerpulse.present.widgets) selection_desc (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) show_all (kempnerpulse.config.Config attribute) slurm_metadata (kempnerpulse.identification.Identity attribute) (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute) source (kempnerpulse.config.Config attribute) (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute) (kempnerpulse.reader.base.RawRecord attribute) (kempnerpulse.reader.base.ReaderConfig attribute) (kempnerpulse.reader.RawRecord attribute) (kempnerpulse.reader.ReaderConfig attribute) source_version (kempnerpulse.reader.base.RawRecord attribute) (kempnerpulse.reader.RawRecord attribute)

SourceContext (class in kempnerpulse.translate) (class in kempnerpulse.translate.context) sparkline() (in module kempnerpulse.present.format) split_dmon_ticks() (in module kempnerpulse.reader.replay) start() (kempnerpulse.lifecycle.ThreadedTickReader method) status_line (kempnerpulse.compute.ComputedRecord property) (kempnerpulse.compute.result.ComputedRecord property) stderr (kempnerpulse.reader.dcgmi.DcgmiBackend property) stop() (kempnerpulse.lifecycle.ThreadedTickReader method) stream() (kempnerpulse.reader.Backend method) (kempnerpulse.reader.base.Backend method) (kempnerpulse.reader.dcgmi.DcgmiBackend method) (kempnerpulse.reader.prometheus.PrometheusBackend method) (kempnerpulse.reader.replay.ReplayBackend method) stream_ticks() (kempnerpulse.reader.dcgmi.DcgmiBackend method) summary_panel() (in module kempnerpulse.present.widgets) SummaryContext (class in kempnerpulse.present) (class in kempnerpulse.present.tui)

T

temp_style() (in module kempnerpulse.present.format) TENSOR_COMPUTE (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) TENSOR_HEAVY_COMPUTE (kempnerpulse.compute.result.WorkloadClass attribute) (kempnerpulse.compute.WorkloadClass attribute) ThreadedTickReader (class in kempnerpulse.lifecycle) timeout (kempnerpulse.reader.base.ReaderConfig attribute) (kempnerpulse.reader.ReaderConfig attribute)

timestamp (kempnerpulse.reader.base.RawRecord attribute) (kempnerpulse.reader.RawRecord attribute) translate() (kempnerpulse.translate.Translator method) (kempnerpulse.translate.translator.Translator method) translate_tick() (kempnerpulse.translate.Translator method) (kempnerpulse.translate.translator.Translator method) TranslateError, [1] Translator (class in kempnerpulse.translate) (class in kempnerpulse.translate.translator)

U

UnknownExportColumns, [1] update_history() (in module kempnerpulse.present) (in module kempnerpulse.present.history)

usage_style() (in module kempnerpulse.present.format) user (kempnerpulse.present.GpuProcess attribute) (kempnerpulse.present.widgets.GpuProcess attribute) (kempnerpulse.system_queries.GpuProcess attribute)

V

validate() (kempnerpulse.translate.CanonicalRecord method) (kempnerpulse.translate.schema.CanonicalRecord method)

validate_poll() (in module kempnerpulse.config)

W

wait_first_sample() (kempnerpulse.lifecycle.ThreadedTickReader method) wallclock (kempnerpulse.reader.base.RawRecord attribute) (kempnerpulse.reader.RawRecord attribute) warning_temperature_for_model() (in module kempnerpulse.compute) weights (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) (kempnerpulse.config.Config attribute) (kempnerpulse.present.SummaryContext attribute) (kempnerpulse.present.tui.SummaryContext attribute)

WINDOW (kempnerpulse.translate.AggregationMode attribute) (kempnerpulse.translate.schema.AggregationMode attribute) window_microseconds (kempnerpulse.translate.context.SourceContext attribute) (kempnerpulse.translate.SourceContext attribute) workflow_label() (in module kempnerpulse.present.widgets) workload_class (kempnerpulse.compute.ComputedRecord attribute) (kempnerpulse.compute.result.ComputedRecord attribute) WorkloadClass (class in kempnerpulse.compute) (class in kempnerpulse.compute.result)