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Software-GesundheitsberichtSchema 0.9.0 · Metriken 1.13.0 · 2026-07-14 04:00 UTC

tensorflow / tensorflow

An Open Source Machine Learning Framework for Everyone

C++ · PythonApache-2.0★ 196.321 Sterne⑂ 75.531 Forksseit Nov. 2015Auf GitHub ansehen ↗

tensorflow/tensorflow erreicht einen Gesundheitsindex von 78 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Vitality (93/100) ab, am schwächsten bei Security (55/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

78
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

78
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Eigentümerschaft

tensorflowOrganisation
21.563 Follower107 öffentliche Reposseit Nov. 2015

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

93Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 13.886 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — keine Daten
Verwendete Eingangsdaten
commits_last_year13.886
human_commit_share
days_since_last_push0
active_weeks_last_year52
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
27/36Release-Aktualität — letztes Release vor 129 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 55,3 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagv2.21.0
releases_from_tagsnein
days_since_latest_release129
mean_days_between_releases55,3

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

93Exzellent · 18 % des Gesamtindex
Wie die Bewertung erfolgt
60/60Stars — 196.321 Stars
25/25Forks — 75.531 Forks
15/15Watcher — 7.481 Watcher
Verwendete Eingangsdaten
forks75.531
stars196.321
watchers7.481
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

71Gut · 24 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
11.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 50 % der Commits
13.5/13.5Breite der Beitragenden — 100 Beitragende
0/10OpenSSF Scorecard: Contributors — keine Daten
Verwendete Eingangsdaten
bus_factor2
contributors_sampled100
top_contributor_share0,5
Wie die Bewertung erfolgt
45.8/46.8Issue-Lösungsquote — 98 % der Issues geschlossen
23.9/38.3PR-Annahme — 47.570/75.997 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — keine Daten
Verwendete Eingangsdaten
merged_prs47.570
open_issues877
closed_issues40.691
issue_closed_ratio0,979
closed_unmerged_prs28.427
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 21.563 Follower von tensorflow
25/25Kontohistorie — 107 öffentliche Repos, Kontoalter ca. 10 Jahre
Verwendete Eingangsdaten
followers21.563
owner_typeOrganization
is_verified
owner_logintensorflow
public_repos107
account_age_days3.904

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

74Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 17 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .pylintrc
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://tensorflow.org
10/10Repository-Beschreibung
10/10Topics — 8 Topics
0/10Wiki
Verwendete Eingangsdaten
topicsdeep-learning, deep-neural-networks, distributed, machine-learning, ml, neural-network, python, tensorflow
has_wikinein
homepagehttps://tensorflow.org
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

55Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
30/30Sicherheitsrichtlinie (SECURITY.md)
25/25Dependabot-Konfiguration
0/25Lockfiles für Abhängigkeiten
0/20CodeQL-Workflow
Verwendete Eingangsdaten
sourcefile_signals
lockfiles
manifestsrequirements_lock_3_10.txt, requirements_lock_3_11.txt, requirements_lock_3_12.txt, requirements_lock_3_13.txt, requirements_lock_3_14.txt
has_codeql_workflownein
has_security_policyja
has_dependabot_configja

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

88Exzellent · 0 % des Gesamtindex
Wie die Bewertung erfolgt
45/45Agentenanweisungen — third_party/xla/xla/AGENTS.md, third_party/xla/xla/GEMINI.md
0/15Maschinenlesbare Doku (llms.txt)
0/40Lesbare Commit-Historie — keine Daten
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share
agent_instruction_filesthird_party/xla/xla/AGENTS.md, third_party/xla/xla/GEMINI.md
agent_instruction_max_bytes4.659
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Lesbare Commit-Historie. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — tensorflow/lite/tools/pip_package/Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — .pylintrc
11/11Statische Typprüfung — C++ (statisch typisiert)
10/10Reproduzierbare Umgebung — Dockerfile
0/10Belegte Agentenpraxis — keine Daten
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfiles
has_dockerfileja
typed_languageja
bootstrap_filestensorflow/lite/tools/pip_package/Makefile
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share
toolchain_manifests
dependency_bot_commit_share0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Belegte Agentenpraxis. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — C++ (statisch typisiert)
53.6/55Handhabbare Dateigrößen — 349/13.900 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageC++
largest_source_bytes1.961.182
source_files_sampled13.900
oversized_source_files349
Wie die Bewertung erfolgt
40/40API-Schema (OpenAPI/GraphQL/proto) — tensorflow/compiler/jit/tf_graph_to_hlo_compiler.proto, tensorflow/compiler/jit/xla_activity.proto, tensorflow/compiler/jit/xla_compilation_cache.proto, tensorflow/compiler/mlir/lite/converter_flags.proto, tensorflow/compiler/mlir/lite/debug/debug_options.proto, tensorflow/compiler/mlir/lite/experimental/tac/tac_filter.proto, tensorflow/compiler/mlir/lite/metrics/converter_error_data.proto, tensorflow/compiler/mlir/lite/model_flags.proto, tensorflow/compiler/mlir/lite/quantization/quantization_info.proto, tensorflow/compiler/mlir/lite/types.proto, tensorflow/compiler/mlir/quantization/stablehlo/quantization_config.proto, tensorflow/compiler/mlir/quantization/stablehlo/quantization_options.proto, tensorflow/compiler/mlir/quantization/tensorflow/calibrator/calibration_statistics.proto, tensorflow/compiler/mlir/quantization/tensorflow/exported_model.proto, tensorflow/compiler/mlir/quantization/tensorflow/quantization_options.proto, tensorflow/compiler/mlir/tf2xla/api/v1/mlir_bridge_config_v1.proto, tensorflow/compiler/mlir/tf2xla/api/v2/device_type.proto, tensorflow/compiler/mlir/tf2xla/internal/reproducer.proto, tensorflow/compiler/mlir/tfrt/analysis/analysis.proto, tensorflow/compiler/mlir/tfrt/transforms/ifrt/ifrt_compilation.proto, tensorflow/compiler/mlir/tools/kernel_gen/compile_cache_item.proto, tensorflow/compiler/tf2tensorrt/utils/trt_engine_instance.proto, tensorflow/compiler/tf2xla/host_compute_metadata.proto, tensorflow/compiler/tf2xla/kernels/callback.proto, tensorflow/compiler/tf2xla/tf2xla.proto, tensorflow/compiler/tf2xla/xla_argument.proto, tensorflow/core/data/service/common.proto, tensorflow/core/data/service/dispatcher.proto, tensorflow/core/data/service/export.proto, tensorflow/core/data/service/journal.proto, tensorflow/core/data/service/worker.proto, tensorflow/core/debug/debug_service.proto, tensorflow/core/debug/debugger_event_metadata.proto, tensorflow/core/example/example.proto, tensorflow/core/example/example_parser_configuration.proto, tensorflow/core/example/feature.proto, tensorflow/core/framework/allocation_description.proto, tensorflow/core/framework/api_def.proto, tensorflow/core/framework/attr_value.proto, tensorflow/core/framework/cost_graph.proto, tensorflow/core/framework/cpp_shape_inference.proto, tensorflow/core/framework/dataset.proto, tensorflow/core/framework/dataset_metadata.proto, tensorflow/core/framework/dataset_options.proto, tensorflow/core/framework/device_attributes.proto, tensorflow/core/framework/full_type.proto, tensorflow/core/framework/function.proto, tensorflow/core/framework/graph.proto, tensorflow/core/framework/graph_debug_info.proto, tensorflow/core/framework/graph_transfer_info.proto, tensorflow/core/framework/kernel_def.proto, tensorflow/core/framework/log_memory.proto, tensorflow/core/framework/model.proto, tensorflow/core/framework/node_def.proto, tensorflow/core/framework/op_def.proto, tensorflow/core/framework/optimized_function_graph.proto, tensorflow/core/framework/reader_base.proto, tensorflow/core/framework/resource_handle.proto, tensorflow/core/framework/step_stats.proto, tensorflow/core/framework/summary.proto, tensorflow/core/framework/tensor.proto, tensorflow/core/framework/tensor_description.proto, tensorflow/core/framework/tensor_shape.proto, tensorflow/core/framework/tensor_slice.proto, tensorflow/core/framework/types.proto, tensorflow/core/framework/variable.proto, tensorflow/core/framework/versions.proto, tensorflow/core/function/polymorphism/function_type.proto, tensorflow/core/function/trace_type/default_types.proto, tensorflow/core/function/trace_type/serialization.proto, tensorflow/core/function/trace_type/serialization_test.proto, tensorflow/core/grappler/costs/op_performance_data.proto, tensorflow/core/grappler/optimizers/inference/batch_op_rewriter.proto, tensorflow/core/lib/core/error_codes.proto, tensorflow/core/profiler/profile.proto, tensorflow/core/profiler/profiler_analysis.proto, tensorflow/core/profiler/profiler_options.proto, tensorflow/core/profiler/profiler_service.proto, tensorflow/core/profiler/profiler_service_monitor_result.proto, tensorflow/core/profiler/protobuf/dcn_collective_info.proto, tensorflow/core/profiler/protobuf/dcn_slack_analysis.proto, tensorflow/core/profiler/protobuf/diagnostics.proto, tensorflow/core/profiler/protobuf/hardware_types.proto, tensorflow/core/profiler/protobuf/hlo_stats.proto, tensorflow/core/profiler/protobuf/inference_stats.proto, tensorflow/core/profiler/protobuf/input_pipeline.proto, tensorflow/core/profiler/protobuf/kernel_stats.proto, tensorflow/core/profiler/protobuf/memory_profile.proto, tensorflow/core/profiler/protobuf/memory_viewer_preprocess.proto, tensorflow/core/profiler/protobuf/op_metrics.proto, tensorflow/core/profiler/protobuf/op_profile.proto, tensorflow/core/profiler/protobuf/op_stats.proto, tensorflow/core/profiler/protobuf/overview_page.proto, tensorflow/core/profiler/protobuf/pod_stats.proto, tensorflow/core/profiler/protobuf/pod_viewer.proto, tensorflow/core/profiler/protobuf/power_metrics.proto, tensorflow/core/profiler/protobuf/roofline_model.proto, tensorflow/core/profiler/protobuf/steps_db.proto, tensorflow/core/profiler/protobuf/task.proto, tensorflow/core/profiler/protobuf/tf_data_stats.proto, tensorflow/core/profiler/protobuf/tf_function.proto, tensorflow/core/profiler/protobuf/tf_stats.proto, tensorflow/core/profiler/protobuf/tfstreamz.proto, tensorflow/core/profiler/protobuf/topology.proto, tensorflow/core/profiler/protobuf/tpu_input_pipeline.proto, tensorflow/core/profiler/protobuf/trace_events.proto, tensorflow/core/profiler/protobuf/trace_events_raw.proto, tensorflow/core/profiler/tfprof_log.proto, tensorflow/core/profiler/tfprof_options.proto, tensorflow/core/profiler/tfprof_output.proto, tensorflow/core/protobuf/autotuning.proto, tensorflow/core/protobuf/bfc_memory_map.proto, tensorflow/core/protobuf/cluster.proto, tensorflow/core/protobuf/composite_tensor_variant.proto, tensorflow/core/protobuf/config.proto, tensorflow/core/protobuf/control_flow.proto, tensorflow/core/protobuf/conv_autotuning.proto, tensorflow/core/protobuf/core_platform_payloads.proto, tensorflow/core/protobuf/critical_section.proto, tensorflow/core/protobuf/data_service.proto, tensorflow/core/protobuf/debug.proto, tensorflow/core/protobuf/debug_event.proto, tensorflow/core/protobuf/device_filters.proto, tensorflow/core/protobuf/device_properties.proto, tensorflow/core/protobuf/eager_service.proto, tensorflow/core/protobuf/error_codes.proto, tensorflow/core/protobuf/fingerprint.proto, tensorflow/core/protobuf/master.proto, tensorflow/core/protobuf/master_service.proto, tensorflow/core/protobuf/meta_graph.proto, tensorflow/core/protobuf/named_tensor.proto, tensorflow/core/protobuf/queue_runner.proto, tensorflow/core/protobuf/remote_tensor_handle.proto, tensorflow/core/protobuf/replay_log.proto, tensorflow/core/protobuf/rewriter_config.proto, tensorflow/core/protobuf/rpc_options.proto, tensorflow/core/protobuf/saved_model.proto, tensorflow/core/protobuf/saved_object_graph.proto, tensorflow/core/protobuf/saver.proto, tensorflow/core/protobuf/service_config.proto, tensorflow/core/protobuf/snapshot.proto, tensorflow/core/protobuf/status.proto, tensorflow/core/protobuf/struct.proto, tensorflow/core/protobuf/tensor_bundle.proto, tensorflow/core/protobuf/tensorflow_server.proto, tensorflow/core/protobuf/tpu/compilation_result.proto, tensorflow/core/protobuf/tpu/compile_metadata.proto, tensorflow/core/protobuf/tpu/dynamic_padding.proto, tensorflow/core/protobuf/tpu/optimization_parameters.proto, tensorflow/core/protobuf/tpu/topology.proto, tensorflow/core/protobuf/tpu/tpu_embedding_configuration.proto, tensorflow/core/protobuf/trackable_object_graph.proto, tensorflow/core/protobuf/transport_options.proto, tensorflow/core/protobuf/verifier_config.proto, tensorflow/core/protobuf/worker.proto, tensorflow/core/protobuf/worker_service.proto, tensorflow/core/tfrt/fallback/op_cost_map.proto, tensorflow/core/tfrt/graph_executor/config.proto, tensorflow/core/tfrt/graph_executor/test_config.proto, tensorflow/core/tfrt/ifrt/ifrt_config.proto, tensorflow/core/tpu/kernels/sparse_core_layout.proto, tensorflow/core/tpu/kernels/tpu_executable_info.proto, tensorflow/core/util/autotune_maps/autotune_map.proto, tensorflow/core/util/autotune_maps/conv_parameters.proto, tensorflow/core/util/event.proto, tensorflow/core/util/example_proto_fast_parsing_test.proto, tensorflow/core/util/memmapped_file_system.proto, tensorflow/core/util/quantization/uniform_quant_ops_attr.proto, tensorflow/core/util/saved_tensor_slice.proto, tensorflow/core/util/test_log.proto, tensorflow/distribute/experimental/rpc/proto/tf_rpc_service.proto, tensorflow/dtensor/proto/layout.proto, tensorflow/lite/acceleration/configuration/configuration.proto, tensorflow/lite/experimental/acceleration/configuration/configuration.proto, tensorflow/lite/profiling/proto/model_runtime_info.proto, tensorflow/lite/profiling/proto/profiling_info.proto, tensorflow/lite/toco/logging/toco_conversion_log.proto, tensorflow/lite/toco/model_flags.proto, tensorflow/lite/toco/toco_flags.proto, tensorflow/lite/toco/types.proto, tensorflow/lite/tools/benchmark/experimental/delegate_performance/android/proto/delegate_performance.proto, tensorflow/lite/tools/benchmark/proto/benchmark_result.proto, tensorflow/lite/tools/delegates/compatibility/protos/compatibility_result.proto, tensorflow/lite/tools/evaluation/proto/evaluation_config.proto, tensorflow/lite/tools/evaluation/proto/evaluation_stages.proto, tensorflow/lite/tools/evaluation/proto/preprocessing_steps.proto, tensorflow/python/framework/cpp_shape_inference.proto, tensorflow/python/framework/kythe_metadata.proto, tensorflow/python/framework/op_reg_offset.proto, tensorflow/python/keras/protobuf/projector_config.proto, tensorflow/python/keras/protobuf/saved_metadata.proto, tensorflow/python/keras/protobuf/versions.proto, tensorflow/python/kernel_tests/proto/test_example.proto, tensorflow/python/tpu/tensor_tracer.proto, tensorflow/python/training/checkpoint_state.proto, tensorflow/python/util/protobuf/compare_test.proto, tensorflow/security/fuzzing/cc/checkpoint_reader_fuzz_input.proto, tensorflow/tools/api/lib/api_objects.proto, tensorflow/tools/proto_splitter/chunk.proto, tensorflow/tools/proto_splitter/testdata/test_message.proto, tensorflow/tools/proto_splitter/versions.proto, tensorflow/tools/proto_text/test.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profile.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiled_instructions.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_analysis.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_options.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_service.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_service_monitor_result.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/trace_events.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/xplane.proto, third_party/xla/xla/autotune_results.proto, third_party/xla/xla/autotuning.proto, third_party/xla/xla/backends/autotuner/autotuning.proto, third_party/xla/xla/backends/autotuner/backend_config.proto, third_party/xla/xla/backends/autotuner/backends.proto, third_party/xla/xla/backends/cpu/runtime/thunk.proto, third_party/xla/xla/backends/cpu/xnn_fusion_options.proto, third_party/xla/xla/backends/cpu/ynn_fusion_options.proto, third_party/xla/xla/backends/gpu/codegen/kernels/custom_kernel.proto, third_party/xla/xla/backends/gpu/libraries/cub/scratch_space_lookup_table.proto, third_party/xla/xla/backends/gpu/runtime/buffer_debug_log.proto, third_party/xla/xla/backends/gpu/runtime/collective_kernel_thunk.proto, third_party/xla/xla/backends/gpu/runtime/collective_thunk.proto, third_party/xla/xla/backends/gpu/runtime/convolution_filter_thunk.proto, third_party/xla/xla/backends/gpu/runtime/copy_thunk.proto, third_party/xla/xla/backends/gpu/runtime/dynamic_slice_thunk.proto, third_party/xla/xla/backends/gpu/runtime/thunk.proto, third_party/xla/xla/backends/gpu/runtime/thunk_kind.proto, third_party/xla/xla/core/collectives/reduction_kind.proto, third_party/xla/xla/core/host_offloading/host_offloading_executable.proto, third_party/xla/xla/ffi/attribute_map.proto, third_party/xla/xla/ffi/execution_state.proto, third_party/xla/xla/hlo/tools/hlo_diff/proto/diff_result.proto, third_party/xla/xla/megascale/addresses.proto, third_party/xla/xla/megascale/dcn_topology.proto, third_party/xla/xla/megascale/megascale_runtime_error_overlay.proto, third_party/xla/xla/mlir/tools/mlir_replay/public/compiler_trace.proto, third_party/xla/xla/mlir/tools/mlir_replay/public/execution_trace.proto, third_party/xla/xla/pjrt/distributed/coordination/coordination_service.proto, third_party/xla/xla/pjrt/distributed/protocol.proto, third_party/xla/xla/pjrt/plugin/xla_cpu/cpu_topology.proto, third_party/xla/xla/pjrt/proto/compile_options.proto, third_party/xla/xla/pjrt/proto/executable_metadata.proto, third_party/xla/xla/pjrt/proto/execute_options.proto, third_party/xla/xla/pjrt/proto/pjrt_abi_version.proto, third_party/xla/xla/pjrt/proto/pjrt_device_dimensions.proto, third_party/xla/xla/pjrt/proto/pjrt_partial_program.proto, third_party/xla/xla/pjrt/proto/pjrt_value_type.proto, third_party/xla/xla/pjrt/proto/topology_description.proto, third_party/xla/xla/pjrt/se/stream_executor_executable.proto, third_party/xla/xla/python/ifrt/array_spec.proto, third_party/xla/xla/python/ifrt/attribute_map.proto, third_party/xla/xla/python/ifrt/custom_call_program.proto, third_party/xla/xla/python/ifrt/device.proto, third_party/xla/xla/python/ifrt/dtype.proto, third_party/xla/xla/python/ifrt/execute_options.proto, third_party/xla/xla/python/ifrt/index.proto, third_party/xla/xla/python/ifrt/index_domain.proto, third_party/xla/xla/python/ifrt/ir/ifrt_ir_compile_options.proto, third_party/xla/xla/python/ifrt/ir/ifrt_ir_executable_version.proto, third_party/xla/xla/python/ifrt/ir/ifrt_ir_program.proto, third_party/xla/xla/python/ifrt/ir/program_memory_trace.proto, third_party/xla/xla/python/ifrt/ir/serialized_executable_metadata.proto, third_party/xla/xla/python/ifrt/ir/sharding_param.proto, third_party/xla/xla/python/ifrt/layout.proto, third_party/xla/xla/python/ifrt/layout_serdes.proto, third_party/xla/xla/python/ifrt/remap_plan.proto, third_party/xla/xla/python/ifrt/serdes.proto, third_party/xla/xla/python/ifrt/shape.proto, third_party/xla/xla/python/ifrt/sharding.proto, third_party/xla/xla/python/ifrt/sharding_serdes.proto, third_party/xla/xla/python/ifrt/sharding_spec.proto, third_party/xla/xla/python/ifrt/sharding_spec_serdes.proto, third_party/xla/xla/python/ifrt_proxy/common/array_util.proto, third_party/xla/xla/python/ifrt_proxy/common/grpc_ifrt_service.proto, third_party/xla/xla/python/ifrt_proxy/common/ifrt_service.proto, third_party/xla/xla/python/ifrt_proxy/common/types.proto, third_party/xla/xla/python/ifrt_proxy/contrib/pathways/status_annotator.proto, third_party/xla/xla/python/pjrt_ifrt/executable_metadata.proto, third_party/xla/xla/python/pjrt_ifrt/pjrt_layout_serdes.proto, third_party/xla/xla/python/pjrt_ifrt/xla_compiler.proto, third_party/xla/xla/python/pjrt_ifrt/xla_host_callback.proto, third_party/xla/xla/python/pjrt_ifrt/xla_sharding.proto, third_party/xla/xla/python/pjrt_ifrt/xla_sharding_spec.proto, third_party/xla/xla/python/transfer/transfer_socket.proto, third_party/xla/xla/service/buffer_assignment.proto, third_party/xla/xla/service/cpu/backend_config.proto, third_party/xla/xla/service/cpu/executable.proto, third_party/xla/xla/service/cpu/onednn_config.proto, third_party/xla/xla/service/gpu/autotuning/gpu_autotuning.proto, third_party/xla/xla/service/gpu/backend_configs.proto, third_party/xla/xla/service/gpu/dense_data_intermediate.proto, third_party/xla/xla/service/gpu/fusion_process_dump.proto, third_party/xla/xla/service/gpu/gpu_conv_runner.proto, third_party/xla/xla/service/gpu/gpu_executable.proto, third_party/xla/xla/service/gpu/gpu_norm_runner.proto, third_party/xla/xla/service/gpu/kernel_reuse_cache.proto, third_party/xla/xla/service/gpu/launch_dimensions.proto, third_party/xla/xla/service/gpu/model/hlo_op_profile.proto, third_party/xla/xla/service/gpu_topology.proto, third_party/xla/xla/service/hlo.proto, third_party/xla/xla/service/hlo_execution_profile_data.proto, third_party/xla/xla/service/hlo_profile_printer_data.proto, third_party/xla/xla/service/memory_space_assignment/memory_space_assignment.proto, third_party/xla/xla/service/metrics.proto, third_party/xla/xla/service/shaped_slice.proto, third_party/xla/xla/service/test_compilation_environment.proto, third_party/xla/xla/service/xla_compile_result.proto, third_party/xla/xla/shape_util.proto, third_party/xla/xla/stream_executor/abi/executable_abi_version.proto, third_party/xla/xla/stream_executor/abi/runtime_abi_version.proto, third_party/xla/xla/stream_executor/blas.proto, third_party/xla/xla/stream_executor/cuda/cuda_compute_capability.proto, third_party/xla/xla/stream_executor/cuda/cuda_runtime_abi_version.proto, third_party/xla/xla/stream_executor/device_description.proto, third_party/xla/xla/stream_executor/gpu/gpu_blas_lt.proto, third_party/xla/xla/stream_executor/gpu/tma_metadata.proto, third_party/xla/xla/stream_executor/kernel_args_packing_spec.proto, third_party/xla/xla/stream_executor/kernel_spec.proto, third_party/xla/xla/stream_executor/launch_dim.proto, third_party/xla/xla/stream_executor/sycl/oneapi_compute_capability.proto, third_party/xla/xla/tools/benchmarks/proto/benchmark_config.proto, third_party/xla/xla/tools/hlo_isolation/hlo_isolation.proto, third_party/xla/xla/tools/run_hlo_module.proto, third_party/xla/xla/tools/split_proto/split_proto_cli.proto, third_party/xla/xla/tsl/distributed_runtime/coordination/test_device.proto, third_party/xla/xla/tsl/distributed_runtime/rpc/test_request.proto, third_party/xla/xla/tsl/protobuf/bfc_memory_map.proto, third_party/xla/xla/tsl/protobuf/coordination_config.proto, third_party/xla/xla/tsl/protobuf/coordination_service.proto, third_party/xla/xla/tsl/protobuf/distributed_runtime_payloads.proto, third_party/xla/xla/tsl/protobuf/dnn.proto, third_party/xla/xla/tsl/protobuf/error_codes.proto, third_party/xla/xla/tsl/protobuf/histogram.proto, third_party/xla/xla/tsl/protobuf/rpc_options.proto, third_party/xla/xla/tsl/protobuf/status.proto, third_party/xla/xla/tsl/protobuf/test_log.proto, third_party/xla/xla/tsl/util/proto/proto_matchers_test_protos.proto, third_party/xla/xla/util/split_proto/split_proto.proto, third_party/xla/xla/xla.proto, third_party/xla/xla/xla_data.proto
0/20MCP-Server
40/40Lauffähige Beispiele — example, examples, notebooks
Verwendete Eingangsdaten
example_dirsexample, examples, notebooks
has_mcp_signalnein
api_schema_filestensorflow/compiler/jit/tf_graph_to_hlo_compiler.proto, tensorflow/compiler/jit/xla_activity.proto, tensorflow/compiler/jit/xla_compilation_cache.proto, tensorflow/compiler/mlir/lite/converter_flags.proto, tensorflow/compiler/mlir/lite/debug/debug_options.proto, tensorflow/compiler/mlir/lite/experimental/tac/tac_filter.proto, tensorflow/compiler/mlir/lite/metrics/converter_error_data.proto, tensorflow/compiler/mlir/lite/model_flags.proto, tensorflow/compiler/mlir/lite/quantization/quantization_info.proto, tensorflow/compiler/mlir/lite/types.proto, tensorflow/compiler/mlir/quantization/stablehlo/quantization_config.proto, tensorflow/compiler/mlir/quantization/stablehlo/quantization_options.proto, tensorflow/compiler/mlir/quantization/tensorflow/calibrator/calibration_statistics.proto, tensorflow/compiler/mlir/quantization/tensorflow/exported_model.proto, tensorflow/compiler/mlir/quantization/tensorflow/quantization_options.proto, tensorflow/compiler/mlir/tf2xla/api/v1/mlir_bridge_config_v1.proto, tensorflow/compiler/mlir/tf2xla/api/v2/device_type.proto, tensorflow/compiler/mlir/tf2xla/internal/reproducer.proto, tensorflow/compiler/mlir/tfrt/analysis/analysis.proto, tensorflow/compiler/mlir/tfrt/transforms/ifrt/ifrt_compilation.proto, tensorflow/compiler/mlir/tools/kernel_gen/compile_cache_item.proto, tensorflow/compiler/tf2tensorrt/utils/trt_engine_instance.proto, tensorflow/compiler/tf2xla/host_compute_metadata.proto, tensorflow/compiler/tf2xla/kernels/callback.proto, tensorflow/compiler/tf2xla/tf2xla.proto, tensorflow/compiler/tf2xla/xla_argument.proto, tensorflow/core/data/service/common.proto, tensorflow/core/data/service/dispatcher.proto, tensorflow/core/data/service/export.proto, tensorflow/core/data/service/journal.proto, tensorflow/core/data/service/worker.proto, tensorflow/core/debug/debug_service.proto, tensorflow/core/debug/debugger_event_metadata.proto, tensorflow/core/example/example.proto, tensorflow/core/example/example_parser_configuration.proto, tensorflow/core/example/feature.proto, tensorflow/core/framework/allocation_description.proto, tensorflow/core/framework/api_def.proto, tensorflow/core/framework/attr_value.proto, tensorflow/core/framework/cost_graph.proto, tensorflow/core/framework/cpp_shape_inference.proto, tensorflow/core/framework/dataset.proto, tensorflow/core/framework/dataset_metadata.proto, tensorflow/core/framework/dataset_options.proto, tensorflow/core/framework/device_attributes.proto, tensorflow/core/framework/full_type.proto, tensorflow/core/framework/function.proto, tensorflow/core/framework/graph.proto, tensorflow/core/framework/graph_debug_info.proto, tensorflow/core/framework/graph_transfer_info.proto, tensorflow/core/framework/kernel_def.proto, tensorflow/core/framework/log_memory.proto, tensorflow/core/framework/model.proto, tensorflow/core/framework/node_def.proto, tensorflow/core/framework/op_def.proto, tensorflow/core/framework/optimized_function_graph.proto, tensorflow/core/framework/reader_base.proto, tensorflow/core/framework/resource_handle.proto, tensorflow/core/framework/step_stats.proto, tensorflow/core/framework/summary.proto, tensorflow/core/framework/tensor.proto, tensorflow/core/framework/tensor_description.proto, tensorflow/core/framework/tensor_shape.proto, tensorflow/core/framework/tensor_slice.proto, tensorflow/core/framework/types.proto, tensorflow/core/framework/variable.proto, tensorflow/core/framework/versions.proto, tensorflow/core/function/polymorphism/function_type.proto, tensorflow/core/function/trace_type/default_types.proto, tensorflow/core/function/trace_type/serialization.proto, tensorflow/core/function/trace_type/serialization_test.proto, tensorflow/core/grappler/costs/op_performance_data.proto, tensorflow/core/grappler/optimizers/inference/batch_op_rewriter.proto, tensorflow/core/lib/core/error_codes.proto, tensorflow/core/profiler/profile.proto, tensorflow/core/profiler/profiler_analysis.proto, tensorflow/core/profiler/profiler_options.proto, tensorflow/core/profiler/profiler_service.proto, tensorflow/core/profiler/profiler_service_monitor_result.proto, tensorflow/core/profiler/protobuf/dcn_collective_info.proto, tensorflow/core/profiler/protobuf/dcn_slack_analysis.proto, tensorflow/core/profiler/protobuf/diagnostics.proto, tensorflow/core/profiler/protobuf/hardware_types.proto, tensorflow/core/profiler/protobuf/hlo_stats.proto, tensorflow/core/profiler/protobuf/inference_stats.proto, tensorflow/core/profiler/protobuf/input_pipeline.proto, tensorflow/core/profiler/protobuf/kernel_stats.proto, tensorflow/core/profiler/protobuf/memory_profile.proto, tensorflow/core/profiler/protobuf/memory_viewer_preprocess.proto, tensorflow/core/profiler/protobuf/op_metrics.proto, tensorflow/core/profiler/protobuf/op_profile.proto, tensorflow/core/profiler/protobuf/op_stats.proto, tensorflow/core/profiler/protobuf/overview_page.proto, tensorflow/core/profiler/protobuf/pod_stats.proto, tensorflow/core/profiler/protobuf/pod_viewer.proto, tensorflow/core/profiler/protobuf/power_metrics.proto, tensorflow/core/profiler/protobuf/roofline_model.proto, tensorflow/core/profiler/protobuf/steps_db.proto, tensorflow/core/profiler/protobuf/task.proto, tensorflow/core/profiler/protobuf/tf_data_stats.proto, tensorflow/core/profiler/protobuf/tf_function.proto, tensorflow/core/profiler/protobuf/tf_stats.proto, tensorflow/core/profiler/protobuf/tfstreamz.proto, tensorflow/core/profiler/protobuf/topology.proto, tensorflow/core/profiler/protobuf/tpu_input_pipeline.proto, tensorflow/core/profiler/protobuf/trace_events.proto, tensorflow/core/profiler/protobuf/trace_events_raw.proto, tensorflow/core/profiler/tfprof_log.proto, tensorflow/core/profiler/tfprof_options.proto, tensorflow/core/profiler/tfprof_output.proto, tensorflow/core/protobuf/autotuning.proto, tensorflow/core/protobuf/bfc_memory_map.proto, tensorflow/core/protobuf/cluster.proto, tensorflow/core/protobuf/composite_tensor_variant.proto, tensorflow/core/protobuf/config.proto, tensorflow/core/protobuf/control_flow.proto, tensorflow/core/protobuf/conv_autotuning.proto, tensorflow/core/protobuf/core_platform_payloads.proto, tensorflow/core/protobuf/critical_section.proto, tensorflow/core/protobuf/data_service.proto, tensorflow/core/protobuf/debug.proto, tensorflow/core/protobuf/debug_event.proto, tensorflow/core/protobuf/device_filters.proto, tensorflow/core/protobuf/device_properties.proto, tensorflow/core/protobuf/eager_service.proto, tensorflow/core/protobuf/error_codes.proto, tensorflow/core/protobuf/fingerprint.proto, tensorflow/core/protobuf/master.proto, tensorflow/core/protobuf/master_service.proto, tensorflow/core/protobuf/meta_graph.proto, tensorflow/core/protobuf/named_tensor.proto, tensorflow/core/protobuf/queue_runner.proto, tensorflow/core/protobuf/remote_tensor_handle.proto, tensorflow/core/protobuf/replay_log.proto, tensorflow/core/protobuf/rewriter_config.proto, tensorflow/core/protobuf/rpc_options.proto, tensorflow/core/protobuf/saved_model.proto, tensorflow/core/protobuf/saved_object_graph.proto, tensorflow/core/protobuf/saver.proto, tensorflow/core/protobuf/service_config.proto, tensorflow/core/protobuf/snapshot.proto, tensorflow/core/protobuf/status.proto, tensorflow/core/protobuf/struct.proto, tensorflow/core/protobuf/tensor_bundle.proto, tensorflow/core/protobuf/tensorflow_server.proto, tensorflow/core/protobuf/tpu/compilation_result.proto, tensorflow/core/protobuf/tpu/compile_metadata.proto, tensorflow/core/protobuf/tpu/dynamic_padding.proto, tensorflow/core/protobuf/tpu/optimization_parameters.proto, tensorflow/core/protobuf/tpu/topology.proto, tensorflow/core/protobuf/tpu/tpu_embedding_configuration.proto, tensorflow/core/protobuf/trackable_object_graph.proto, tensorflow/core/protobuf/transport_options.proto, tensorflow/core/protobuf/verifier_config.proto, tensorflow/core/protobuf/worker.proto, tensorflow/core/protobuf/worker_service.proto, tensorflow/core/tfrt/fallback/op_cost_map.proto, tensorflow/core/tfrt/graph_executor/config.proto, tensorflow/core/tfrt/graph_executor/test_config.proto, tensorflow/core/tfrt/ifrt/ifrt_config.proto, tensorflow/core/tpu/kernels/sparse_core_layout.proto, tensorflow/core/tpu/kernels/tpu_executable_info.proto, tensorflow/core/util/autotune_maps/autotune_map.proto, tensorflow/core/util/autotune_maps/conv_parameters.proto, tensorflow/core/util/event.proto, tensorflow/core/util/example_proto_fast_parsing_test.proto, tensorflow/core/util/memmapped_file_system.proto, tensorflow/core/util/quantization/uniform_quant_ops_attr.proto, tensorflow/core/util/saved_tensor_slice.proto, tensorflow/core/util/test_log.proto, tensorflow/distribute/experimental/rpc/proto/tf_rpc_service.proto, tensorflow/dtensor/proto/layout.proto, tensorflow/lite/acceleration/configuration/configuration.proto, tensorflow/lite/experimental/acceleration/configuration/configuration.proto, tensorflow/lite/profiling/proto/model_runtime_info.proto, tensorflow/lite/profiling/proto/profiling_info.proto, tensorflow/lite/toco/logging/toco_conversion_log.proto, tensorflow/lite/toco/model_flags.proto, tensorflow/lite/toco/toco_flags.proto, tensorflow/lite/toco/types.proto, tensorflow/lite/tools/benchmark/experimental/delegate_performance/android/proto/delegate_performance.proto, tensorflow/lite/tools/benchmark/proto/benchmark_result.proto, tensorflow/lite/tools/delegates/compatibility/protos/compatibility_result.proto, tensorflow/lite/tools/evaluation/proto/evaluation_config.proto, tensorflow/lite/tools/evaluation/proto/evaluation_stages.proto, tensorflow/lite/tools/evaluation/proto/preprocessing_steps.proto, tensorflow/python/framework/cpp_shape_inference.proto, tensorflow/python/framework/kythe_metadata.proto, tensorflow/python/framework/op_reg_offset.proto, tensorflow/python/keras/protobuf/projector_config.proto, tensorflow/python/keras/protobuf/saved_metadata.proto, tensorflow/python/keras/protobuf/versions.proto, tensorflow/python/kernel_tests/proto/test_example.proto, tensorflow/python/tpu/tensor_tracer.proto, tensorflow/python/training/checkpoint_state.proto, tensorflow/python/util/protobuf/compare_test.proto, tensorflow/security/fuzzing/cc/checkpoint_reader_fuzz_input.proto, tensorflow/tools/api/lib/api_objects.proto, tensorflow/tools/proto_splitter/chunk.proto, tensorflow/tools/proto_splitter/testdata/test_message.proto, tensorflow/tools/proto_splitter/versions.proto, tensorflow/tools/proto_text/test.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profile.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiled_instructions.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_analysis.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_options.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_service.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/profiler_service_monitor_result.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/trace_events.proto, third_party/xla/third_party/tsl/tsl/profiler/protobuf/xplane.proto, third_party/xla/xla/autotune_results.proto, third_party/xla/xla/autotuning.proto, third_party/xla/xla/backends/autotuner/autotuning.proto, third_party/xla/xla/backends/autotuner/backend_config.proto, third_party/xla/xla/backends/autotuner/backends.proto, third_party/xla/xla/backends/cpu/runtime/thunk.proto, third_party/xla/xla/backends/cpu/xnn_fusion_options.proto, third_party/xla/xla/backends/cpu/ynn_fusion_options.proto, third_party/xla/xla/backends/gpu/codegen/kernels/custom_kernel.proto, third_party/xla/xla/backends/gpu/libraries/cub/scratch_space_lookup_table.proto, third_party/xla/xla/backends/gpu/runtime/buffer_debug_log.proto, third_party/xla/xla/backends/gpu/runtime/collective_kernel_thunk.proto, third_party/xla/xla/backends/gpu/runtime/collective_thunk.proto, third_party/xla/xla/backends/gpu/runtime/convolution_filter_thunk.proto, third_party/xla/xla/backends/gpu/runtime/copy_thunk.proto, third_party/xla/xla/backends/gpu/runtime/dynamic_slice_thunk.proto, third_party/xla/xla/backends/gpu/runtime/thunk.proto, third_party/xla/xla/backends/gpu/runtime/thunk_kind.proto, third_party/xla/xla/core/collectives/reduction_kind.proto, third_party/xla/xla/core/host_offloading/host_offloading_executable.proto, third_party/xla/xla/ffi/attribute_map.proto, third_party/xla/xla/ffi/execution_state.proto, third_party/xla/xla/hlo/tools/hlo_diff/proto/diff_result.proto, third_party/xla/xla/megascale/addresses.proto, third_party/xla/xla/megascale/dcn_topology.proto, third_party/xla/xla/megascale/megascale_runtime_error_overlay.proto, third_party/xla/xla/mlir/tools/mlir_replay/public/compiler_trace.proto, third_party/xla/xla/mlir/tools/mlir_replay/public/execution_trace.proto, third_party/xla/xla/pjrt/distributed/coordination/coordination_service.proto, third_party/xla/xla/pjrt/distributed/protocol.proto, third_party/xla/xla/pjrt/plugin/xla_cpu/cpu_topology.proto, third_party/xla/xla/pjrt/proto/compile_options.proto, third_party/xla/xla/pjrt/proto/executable_metadata.proto, third_party/xla/xla/pjrt/proto/execute_options.proto, third_party/xla/xla/pjrt/proto/pjrt_abi_version.proto, third_party/xla/xla/pjrt/proto/pjrt_device_dimensions.proto, third_party/xla/xla/pjrt/proto/pjrt_partial_program.proto, third_party/xla/xla/pjrt/proto/pjrt_value_type.proto, third_party/xla/xla/pjrt/proto/topology_description.proto, third_party/xla/xla/pjrt/se/stream_executor_executable.proto, third_party/xla/xla/python/ifrt/array_spec.proto, third_party/xla/xla/python/ifrt/attribute_map.proto, third_party/xla/xla/python/ifrt/custom_call_program.proto, third_party/xla/xla/python/ifrt/device.proto, third_party/xla/xla/python/ifrt/dtype.proto, third_party/xla/xla/python/ifrt/execute_options.proto, third_party/xla/xla/python/ifrt/index.proto, third_party/xla/xla/python/ifrt/index_domain.proto, third_party/xla/xla/python/ifrt/ir/ifrt_ir_compile_options.proto, third_party/xla/xla/python/ifrt/ir/ifrt_ir_executable_version.proto, third_party/xla/xla/python/ifrt/ir/ifrt_ir_program.proto, third_party/xla/xla/python/ifrt/ir/program_memory_trace.proto, third_party/xla/xla/python/ifrt/ir/serialized_executable_metadata.proto, third_party/xla/xla/python/ifrt/ir/sharding_param.proto, third_party/xla/xla/python/ifrt/layout.proto, third_party/xla/xla/python/ifrt/layout_serdes.proto, third_party/xla/xla/python/ifrt/remap_plan.proto, third_party/xla/xla/python/ifrt/serdes.proto, third_party/xla/xla/python/ifrt/shape.proto, third_party/xla/xla/python/ifrt/sharding.proto, 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100Mitwirkende
13.886Commits, letzte 12 Monate
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100Releases
2Bus-Faktor
877offene Issues
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