Fuzz introspector
For issues and ideas: https://github.com/ossf/fuzz-introspector/issues

Project functions overview

The following table shows data about each function in the project. The functions included in this table correspond to all functions that exist in the executables of the fuzzers. As such, there may be functions that are from third-party libraries.

For further technical details on the meaning of columns in the below table, please see the Glossary .

Func name Functions filename Args Function call depth Reached by Fuzzers Runtime reached by Fuzzers Combined reached by Fuzzers Fuzzers runtime hit Func lines hit % I Count BB Count Cyclomatic complexity Functions reached Reached by functions Accumulated cyclomatic complexity Undiscovered complexity

Analyses and suggestions

Optimal target analysis

Remaining optimal interesting functions

The following table shows a list of functions that are optimal targets. Optimal targets are identified by finding the functions that in combination, yield a high code coverage.

Func name Functions filename Arg count Args Function depth hitcount instr count bb count cyclomatic complexity Reachable functions Incoming references total cyclomatic complexity Unreached complexity
ncclCommInitRankScalable /src/nccl/src/init.cc 6 ['N/A', 'int', 'int', 'int', 'N/A', 'N/A'] 50 0 483 121 24 3719 0 22536 21677
rasThreadMain(void*) /src/nccl/src/ras/ras.cc 1 ['N/A'] 55 0 635 149 61 847 0 3898 2644
ncclGinIbGdakiCreateContext(void*,ncclGinConfig_v14_t*,void**,ncclNetDeviceHandle_v7_t**) /src/nccl/src/transport/net_ib/gin.cc 4 ['N/A', 'N/A', 'N/A', 'N/A'] 39 0 105 22 10 1132 0 3176 2271
ncclRmaIbProxyCreateContext(void*,ncclRmaConfig_v14_t*,void**) /src/nccl/src/transport/net_ib/gin.cc 3 ['N/A', 'N/A', 'N/A'] 39 0 781 181 74 710 0 2800 1590
ncclIbInit(void**,unsignedlong,ncclNetCommConfig_v12_t*,void(*)(ncclDebugLogLevel,unsignedlong,charconst*,int,charconst*,...),ncclResult_t(*)(void**,int,void*,long,void*)) /src/nccl/src/transport/net_ib/init.cc 5 ['N/A', 'size_t', 'N/A', 'N/A', 'N/A'] 37 0 180 46 20 892 0 2179 1079
commReclaim(ncclAsyncJob*) /src/nccl/src/init.cc 1 ['N/A'] 47 0 114 26 6 885 0 3249 915
ncclCommGroupRegisterSymmetric(ncclAsyncJob*) /src/nccl/src/group.cc 1 ['N/A'] 48 0 494 125 51 1326 0 6045 714

Implementing fuzzers that target the above functions will improve reachability such that it becomes:

Functions statically reachable by fuzzers
62.0%
2698 / 4384
Cyclomatic complexity statically reachable by fuzzers
73.0%
31297 / 43090

All functions overview

If you implement fuzzers for these functions, the status of all functions in the project will be:

Func name Functions filename Args Function call depth Reached by Fuzzers Runtime reached by Fuzzers Combined reached by Fuzzers Fuzzers runtime hit Func lines hit % I Count BB Count Cyclomatic complexity Functions reached Reached by functions Accumulated cyclomatic complexity Undiscovered complexity

Files and Directories in report

This section shows which files and directories are considered in this report. The main reason for showing this is fuzz introspector may include more code in the reasoning than is desired. This section helps identify if too many files/directories are included, e.g. third party code, which may be irrelevant for the threat model. In the event too much is included, fuzz introspector supports a configuration file that can exclude data from the report. See the following link for more information on how to create a config file: link

Files in report

Source file Reached by Covered by
[] []
/src/nccl/src/include/nvtx3/nvtxDetail/nvtxExtImplPayload_v1.h [] []
/src/nccl/src/include/nvtx3/nvtxDetail/nvtxImplCore.h [] []
/src/nccl/src/plugin/profiler/profiler_v5.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/predefined_ops.h [] []
/src/nccl/src/include/graph.h [] []
/src/nccl/src/include/comm.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/list.tcc [] []
/src/nccl/src/transport/net_ib/common.h [] []
/src/nccl/src/dev_runtime.cc [] []
/src/nccl/src/transport/net_ib/gin.cc [] []
/src/nccl/src/misc/mlx5dvwrap.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/vector.tcc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/ext/string_conversions.h [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_uar.cpp [] []
/src/nccl/src/mem_manager.cc [] []
/src/nccl/src/plugin/gin.cc [] []
/src/nccl/src/misc/shmutils.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/array [] []
/src/nccl/build/obj/device/gensrc/symmetric/sym_kernels_host.cc [] []
/src/nccl/src/plugin/tuner/tuner_v2.cc [] []
/src/nccl/src/include/param/param.h ['fuzz_xml'] []
/src/nccl/src/include/strongstream.h [] []
/src/nccl/src/plugin/rma.cc [] []
/src/nccl/src/transport/shm.cc [] []
/src/nccl/src/misc/strongstream.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/stl_list.h [] []
/src/nccl/src/sym_kernels.cc [] []
/src/nccl/src/graph/paths.cc [] []
/src/nccl/src/nccl_device/ll_a2a.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/ext/new_allocator.h ['fuzz_xml'] []
/src/nccl/src/rma/rma_proxy_progress.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/char_traits.h ['fuzz_xml'] []
/src/nccl/src/include/enqueue.h [] []
/src/nccl/src/include/param/parser_enum.h [] []
/src/nccl/src/graph/topo.cc [] []
/src/nccl/src/plugin/env/env_v1.cc ['fuzz_xml'] []
/usr/local/cuda/include/cuda_bf16.hpp [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_cuda_wrapper.cpp [] []
/src/nccl/src/mnnvl.cc [] []
/src/nccl/src/param/param_registry.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/hashtable.h ['fuzz_xml'] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/thread [] []
/src/nccl/src/misc/utils.cc ['fuzz_xml'] []
/src/nccl/src/ras/peers.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/basic_string.h ['fuzz_xml'] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/unordered_set.h ['fuzz_xml'] []
/src/nccl/src/plugin/tuner/tuner_v3.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_uar.hpp [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/functional_hash.h [] []
/src/nccl/src/plugin/env/default_env.cc [] []
/src/nccl/src/transport/net_ib/init.cc [] []
/src/nccl/./src/include/nvtx3/nvtxDetail/nvtxInitDefs.h [] []
/src/nccl/src/include/param/parser_bitset.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/condition_variable [] []
/src/nccl/src/transport/net_ib/p2p.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/shared_ptr.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/shared_ptr_base.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/mutex [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/utility [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/hashtable_policy.h ['fuzz_xml'] []
/src/nccl/src/transport/net.cc [] []
/src/nccl/src/misc/socket.cc [] []
/src/nccl/src/plugin/profiler.cc [] []
/usr/local/cuda/include/cuda_fp16.hpp [] []
/src/nccl/src/include/param/utils.h ['fuzz_xml'] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_gpunetio_high_level.cpp [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/alloc_traits.h ['fuzz_xml'] []
/usr/local/cuda/include/cuda_fp8.hpp [] []
/src/nccl/src/ras/client_support.cc [] []
/src/nccl/src/misc/param.cc ['fuzz_xml'] []
/src/nccl/src/dev_runtime_segments.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/unordered_map.h [] []
/src/nccl/src/include/alloc.h [] []
/src/nccl/src/plugin/net/net_v7.cc [] []
/src/nccl/src/plugin/rma/rma_v13.cc [] []
/src/nccl/src/transport/net_ib/connect.cc [] []
/src/nccl/src/include/cudawrap.h [] []
/src/nccl/src/include/param/parser_list.h [] []
/src/nccl/src/graph/connect.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/stl_construct.h [] []
/src/nccl/src/include/param/parser_common.h ['fuzz_xml'] []
/src/nccl/src/misc/ibvsymbols.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_device_attr.cpp [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/ext/aligned_buffer.h ['fuzz_xml'] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_ibv_wrapper.cpp [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_internal.hpp [] []
/src/nccl/src/plugin/net/net_v6.cc [] []
/src/nccl/src/include/channel.h [] []
/src/nccl/src/gin/proxy_gpucontext/gpucontext_v1.h [] []
/src/nccl/src/misc/git_version.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/x86_64-linux-gnu/c++/9/bits/gthr-default.h ['fuzz_xml'] []
/src/nccl/src/plugin/env.cc ['fuzz_xml'] []
/src/nccl/src/plugin/profiler/profiler_v1.cc [] []
/src/nccl/src/nccl_device/gin_barrier.cc [] []
/src/nccl/src/transport/nvls.cc [] []
/src/nccl/src/include/group.h [] []
/src/nccl/src/graph/xml.h [] []
/usr/include/x86_64-linux-gnu/bits/byteswap.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/atomic_base.h [] []
/src/nccl/src/rma/rma_proxy_launch.cc [] []
/src/nccl/src/graph/rings.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_cq.hpp [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_gpunetio_log.cpp [] []
/src/nccl/src/transport/net_ib/common.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_mlx5dv_wrapper.cpp [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/random.h [] []
/src/nccl/src/misc/cudawrap.cc [] []
/src/nccl/src/include/param/parser_default.h [] []
/src/nccl/src/include/nvtx3/nvtxDetail/nvtxExtInit.h [] []
/src/nccl/src/plugin/tuner/tuner_v4.cc [] []
/src/nccl/src/plugin/net/net_v11.cc [] []
/src/nccl/src/transport/net_ib/gdaki/gpucontext/gpucontext.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/chrono ['fuzz_xml'] []
/src/nccl/src/transport/profiler.cc [] []
/src/nccl/src/init.cc ['fuzz_xml'] []
/src/nccl/src/bootstrap.cc [] []
/src/nccl/src/plugin/profiler/profiler_v4.cc [] []
/src/nccl/src/param/param.cc ['fuzz_xml'] []
/src/nccl/src/rma/rma_ce.cc [] []
/src/fuzz_xml.cpp ['fuzz_xml'] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/stl_uninitialized.h [] []
/src/nccl/src/include/param/common.h [] []
/src/nccl/src/plugin/env/env_v2.cc ['fuzz_xml'] []
/src/nccl/src/init_nvtx.cc [] []
/src/nccl/src/nccl_device/core.cc [] []
/src/nccl/src/include/ibvwrap.h [] []
/src/nccl/src/plugin/plugin_open.cc ['fuzz_xml'] []
/src/nccl/src/include/sym_kernels.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/ext/alloc_traits.h [] []
/src/nccl/src/plugin/net/net_v9.cc [] []
/src/nccl/src/enqueue.cc [] []
/src/nccl/src/plugin/profiler/profiler_v2.cc [] []
/src/nccl/src/gin/proxy_gpucontext/gpucontext.h [] []
/src/nccl/src/register/register.cc [] []
/src/nccl/src/transport/net_ib/gdr.cc [] []
/src/nccl/src/register/coll_reg.cc [] []
/src/nccl/src/misc/gdrwrap.cc [] []
/src/nccl/src/register/sendrecv_reg.cc [] []
/src/nccl/src/transport/coll_net.cc [] []
/src/nccl/src/plugin/net/net_v12.cc [] []
/src/nccl/src/graph/xml.cc ['fuzz_xml'] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/stl_pair.h [] []
/src/nccl/src/transport/p2p.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_qp.cpp [] []
/src/nccl/src/os/linux.cc ['fuzz_xml'] []
/src/nccl/src/plugin/net.cc [] []
/src/nccl/src/include/gdrwrap.h [] []
/src/nccl/src/gin/gin_host.cc [] []
/src/nccl/./src/include/nvtx3/nvtxDetail/nvtxInit.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/allocated_ptr.h [] []
/src/nccl/src/include/nvtx.h [] []
/src/nccl/src/misc/mlx5dvsymbols.cc [] []
/src/nccl/src/include/nvtx3/nvtx3.hpp [] []
/src/nccl/src/channel.cc [] []
/src/nccl/src/include/allocator.h [] []
/src/nccl/src/ras/collectives.cc [] []
/src/nccl/src/include/cpuset.h [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_umem.cpp [] []
/src/nccl/src/include/gin/gin_host.h [] []
/src/nccl/src/transport/generic.cc [] []
/src/nccl/src/include/device.h [] []
/src/nccl/src/plugin/tuner/tuner_v6.cc [] []
/src/nccl/src/ras/ras_internal.h [] []
/src/nccl/./src/include/nvtx3/nvtxDetail/nvtxImpl.h [] []
/src/nccl/src/misc/argcheck.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/ext/atomicity.h [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_umem.hpp [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/limits [] []
/src/nccl/src/plugin/gin/gin_v14.cc [] []
/usr/local/cuda/include/vector_types.h [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_mlx5dv_wrapper.h [] []
/src/nccl/src/plugin/net/net_v8.cc [] []
/src/nccl/./src/include/alloc.h ['fuzz_xml'] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/std_mutex.h ['fuzz_xml'] []
/src/nccl/src/os/linux_ipcsocket.cc [] []
/src/nccl/src/graph/tuning.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_qp.hpp [] []
/src/nccl/src/include/utils.h ['fuzz_xml'] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/ext/type_traits.h ['fuzz_xml'] []
/src/nccl/src/graph/topo.h [] []
/src/nccl/src/devcomm/devcomm_v22907.cc [] []
/src/nccl/src/graph/trees.cc [] []
/src/nccl/src/os/linux_socket_pair.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/unique_ptr.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/stl_tree.h [] []
/src/nccl/src/transport.cc [] []
/src/nccl/src/include/checks.h [] []
/usr/local/cuda/include/cuda_runtime.h [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_gpunetio.cpp [] []
/src/nccl/src/nccl_device/lsa_barrier.cc [] []
/src/nccl/src/scheduler/symmetric_sched.cc [] []
/src/nccl/src/proxy.cc [] []
/src/nccl/src/plugin/tuner/tuner_v5.cc [] []
/src/nccl/src/rma/rma.cc [] []
/src/nccl/src/include/collectives.h [] []
/src/nccl/src/plugin/rma/rma_v14.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/ptr_traits.h ['fuzz_xml'] []
/src/nccl/src/include/proxy.h [] []
/src/nccl/src/collectives.cc [] []
/src/nccl/src/debug.cc ['fuzz_xml'] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/tuple [] []
/src/nccl/src/allocator.cc [] []
/src/nccl/src/group.cc [] []
/src/nccl/src/misc/nvmlwrap.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_srq.cpp [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/unique_lock.h ['fuzz_xml'] []
/src/nccl/src/transport/net_ib/p2p_resiliency_recovery.cc [] []
/src/nccl/src/plugin/profiler/profiler_v6.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_verbs_cq.cpp [] []
/src/nccl/src/ras/rasnet.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/allocator.h ['fuzz_xml'] []
/src/nccl/src/include/ibvcore.h [] []
/src/nccl/src/include/register_inline.h [] []
/src/nccl/src/devcomm/devcomm_v22902.cc [] []
/src/nccl/src/ras/ras.cc [] []
/src/nccl/src/transport/net_ib/p2p.cc [] []
/src/nccl/src/transport/net_ib/reg.cc [] []
/src/nccl/src/gin/gin_host_proxy.cc [] []
/src/nccl/src/plugin/profiler/profiler_v3.cc [] []
/src/nccl/src/include/bitops.h [] []
/src/nccl/src/transport/net_ib/p2p_resiliency.cc [] []
/src/nccl/src/include/coll_net.h [] []
/src/nccl/src/plugin/gin/gin_v13.cc [] []
/src/nccl/src/enhcompat.cc [] []
/src/nccl/src/transport/net_socket.cc [] []
/src/nccl/src/graph/search.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/basic_string.tcc ['fuzz_xml'] []
/src/nccl/src/include/param/param_registry.h [] []
/src/nccl/src/transport/net_ib/gdaki/gpucontext/gpucontext_v1.h [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/stl_iterator.h [] []
/src/nccl/src/nccl_device/gin_scratch.cc [] []
/src/nccl/src/misc/ibvwrap.cc [] []
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/doca_gpunetio_gdrcopy.cpp [] []
/src/nccl/src/ce_coll.cc [] []
/src/nccl/src/transport/net_ib/gdaki/gin_host_gdaki.cc [] []
/src/nccl/src/rma/rma_proxy.cc [] []
/src/nccl/src/plugin/net/net_v10.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/stl_vector.h [] []
/src/nccl/src/scheduler/allgatherv_sched.cc [] []
/src/nccl/src/plugin/tuner.cc [] []
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/atomic ['fuzz_xml'] []

Directories in report

Directory
/src/nccl/src/scheduler/
/src/nccl/src/include/
/src/nccl/src/devcomm/
/src/nccl/src/transport/
/src/nccl/src/gin/
/src/nccl/src/transport/net_ib/gdaki/
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/x86_64-linux-gnu/c++/9/bits/
/src/nccl/./src/include/nvtx3/nvtxDetail/
/src/nccl/src/nccl_device/
/src/nccl/src/include/gin/
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/
/src/nccl/src/plugin/profiler/
/src/nccl/src/transport/net_ib/
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/ext/
/src/nccl/src/register/
/src/nccl/src/plugin/tuner/
/src/nccl/src/gin/proxy_gpucontext/
/src/nccl/src/plugin/
/src/nccl/src/
/src/nccl/src/plugin/net/
/src/nccl/src/include/nvtx3/nvtxDetail/
/src/nccl/src/transport/net_ib/gdaki/doca-gpunetio/src/
/src/nccl/src/include/param/
/src/nccl/src/graph/
/src/nccl/src/plugin/rma/
/src/nccl/./src/include/
/usr/include/x86_64-linux-gnu/bits/
/src/nccl/build/obj/device/gensrc/symmetric/
/src/nccl/src/os/
/src/nccl/src/plugin/gin/
/src/nccl/src/include/nvtx3/
/src/
/src/nccl/src/rma/
/src/nccl/src/transport/net_ib/gdaki/gpucontext/
/src/nccl/src/misc/
/src/nccl/src/param/
/usr/lib/gcc/x86_64-linux-gnu/9/../../../../include/c++/9/bits/
/usr/local/cuda/include/
/src/nccl/src/ras/
/src/nccl/src/plugin/env/