# tensorflow/tensorflow — health index 78/100 (Good)

> Inspection of the public repository tensorflow/tensorflow by inspect.software. It holds a health index of 78 out of 100, placing it in the Good band. The index is a signal derived from publicly visible practice, not a warranty, a security audit, or an endorsement, and it is independent of payment.

- Repository: https://github.com/tensorflow/tensorflow
- Report page: https://inspect.software/software/tensorflow/tensorflow
- Full JSON report: https://inspect.software/api/repositories/tensorflow/tensorflow/report
- Badge: https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/tensorflow/tensorflow.svg
- Inspected: 2026-07-14
- Methodology: metrics 1.13.0, report schema 0.9.0 (https://inspect.software/methodology.md)

## Category summary

| Category | Weight | Index | Band |
|---|---|---|---|
| Vitality | 22% | 93/100 | Excellent |
| Community & Adoption | 18% | 93/100 | Excellent |
| Sustainability & Governance | 24% | 71/100 | Good |
| Engineering Quality | 20% | 74/100 | Good |
| Security | 16% | 55/100 | Moderate |
| AI Readiness | not counted | 88/100 | Excellent |

## Repository facts

| Field | Value |
|---|---|
| Description | An Open Source Machine Learning Framework for Everyone |
| Homepage | https://tensorflow.org |
| Primary language | C++ |
| License | Apache-2.0 |
| Stars | 196,321 |
| Forks | 75,531 |
| Created | 2015-11-07 |
| Last push | 2026-07-14 |
| Latest release | v2.21.0 |
| Commits (last year) | 13,886 |
| Bus factor | 2 |
| Topics | deep-learning, deep-neural-networks, distributed, machine-learning, ml, neural-network, python, tensorflow |

## Vitality — 93/100 (Excellent)

Is the project alive — is code being written and are releases shipping? Weight: 22% of the overall index.

### Development activity — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Push recency | met | 36 / 36 | last push 0 days ago |
| Commit cadence | met | 36 / 36 | 52/52 weeks with commits |
| Commit volume | met | 18 / 18 | 13886 commits in the last year |
| OpenSSF Scorecard: Maintained | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Release discipline — 82/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ships releases | met | 27 / 27 | 100 releases published |
| Release recency | partial | 27 / 36 | latest release 129 days ago |
| Release cadence | partial | 19.8 / 27 | a release every ~55.3 days |
| OpenSSF Scorecard: Signed-Releases | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Abandonment — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Project is still maintained | met | 100 / 100 | maintenance record not established from the collected data |

## Community & Adoption — 93/100 (Excellent)

Does the project have users, downloads, attention, and a welcoming setup for contributors? Weight: 18% of the overall index.

### Popularity & adoption — 100/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Stars | met | 60 / 60 | 196,321 stars |
| Forks | met | 25 / 25 | 75,531 forks |
| Watchers | met | 15 / 15 | 7,481 watchers |

### Community health — 85/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 22.5 / 22.5 | — |
| License | met | 22.5 / 22.5 | recognized license (Apache-2.0) |
| CONTRIBUTING guide | met | 18 / 18 | — |
| Code of conduct | met | 13.5 / 13.5 | — |
| Issue template | not met | 0 / 7.2 | — |
| PR template | not met | 0 / 6.3 | — |

## Sustainability & Governance — 71/100 (Good)

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep? Weight: 24% of the overall index.

### Maintainer resilience (bus factor) — 55/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Bus factor | partial | 25.2 / 54 | 2 contributor(s) cover half of all commits |
| Commit distribution | partial | 11.2 / 22.5 | top contributor authored 50% of commits |
| Contributor breadth | met | 13.5 / 13.5 | 100 contributors |
| OpenSSF Scorecard: Contributors | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Issue & PR responsiveness — 82/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Issue resolution | partial | 45.8 / 46.8 | 98% of issues closed |
| PR acceptance | partial | 23.9 / 38.2 | 47570/75997 decided PRs merged |
| OpenSSF Scorecard: Code-Review | excluded | 0 / 15 | OpenSSF Scorecard unavailable |

### Ownership & stewardship — 80/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Ownership backing | met | 30 / 30 | organization-owned |
| Verified domain | not met | 0 / 20 | — |
| Owner reach | met | 25 / 25 | 21,563 followers of tensorflow |
| Track record | met | 25 / 25 | 107 public repos, account ~10 yr old |

## Engineering Quality — 74/100 (Good)

Are baseline engineering and documentation practices in place? Weight: 20% of the overall index.

### Engineering practices — 80/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| CI workflows | met | 24 / 24 | 17 workflow(s) |
| Tests present | met | 24 / 24 | — |
| Linter config | met | 16 / 16 | .pylintrc |
| Pre-commit hooks | not met | 0 / 9.6 | — |
| .editorconfig | not met | 0 / 6.4 | — |
| OpenSSF Scorecard: CI-Tests | excluded | 0 / 20 | OpenSSF Scorecard unavailable |

### Documentation — 65/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| README | met | 30 / 30 | — |
| Documentation directory | not met | 0 / 25 | — |
| Documentation / homepage site | met | 15 / 15 | https://tensorflow.org |
| Repository description | met | 10 / 10 | — |
| Topics | met | 10 / 10 | 8 topics |
| Wiki | not met | 0 / 10 | — |

## Security — 55/100 (Moderate)

Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure? Weight: 16% of the overall index.

### Security posture — 55/100 (Moderate)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Security policy (SECURITY.md) | met | 30 / 30 | — |
| Dependabot config | met | 25 / 25 | — |
| Dependency lockfiles | not met | 0 / 25 | — |
| CodeQL workflow | not met | 0 / 20 | — |

### High-Risk Jurisdiction Exposure — 100/100 (Excellent)

Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Policy exposure multiplier | met | 100 / 100 | no confirmed policy-scope location match |

## AI Readiness — 88/100 (Excellent)

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

### Agent context & guidance — 75/100 (Good)

Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Agent instructions | met | 45 / 45 | third_party/xla/xla/AGENTS.md, third_party/xla/xla/GEMINI.md |
| Machine-readable docs (llms.txt) | not met | 0 / 15 | — |
| Legible commit history | excluded | 0 / 40 | no data |

### Verify loop (build / test / typecheck) — 96/100 (Excellent)

Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

| Criterion | Status | Points | Detail |
|---|---|---|---|
| One-command bootstrap | met | 18 / 18 | tensorflow/lite/tools/pip_package/Makefile |
| Automated tests | met | 22 / 22 | — |
| Lint / format config | met | 11 / 11 | .pylintrc |
| Static type checking | met | 11 / 11 | C++ (statically typed) |
| Reproducible environment | met | 10 / 10 | Dockerfile |
| Demonstrated agent practice | excluded | 0 / 10 | no data |
| Automated maintenance | partial | 5 / 8 | dependency automation configured, none observed in the sampled commits |
| OpenSSF Scorecard: Pinned-Dependencies | excluded | 0 / 10 | OpenSSF Scorecard unavailable |

### Code legibility for models — 99/100 (Excellent)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| Type-checkable code | met | 45 / 45 | C++ (statically typed) |
| Manageable file sizes | partial | 53.6 / 55 | 349/13900 source files over 60KB |

### Machine-readable interfaces — 80/100 (Good)

| Criterion | Status | Points | Detail |
|---|---|---|---|
| API schema (OpenAPI/GraphQL/proto) | met | 40 / 40 | 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 |
| MCP server | not met | 0 / 20 | — |
| Runnable examples | met | 40 / 40 | example, examples, notebooks |

## Collection warnings

- OpenSSF Scorecard timed out after 240s; skipping Scorecard checks

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