// Protocol messages for describing the results of benchmarks and unit tests. syntax = "proto3"; package tensorflow; import "google/protobuf/any.proto"; import "google/protobuf/wrappers.proto"; option cc_enable_arenas = true; option java_outer_classname = "TestLogProtos"; option java_multiple_files = true; option java_package = "org.tensorflow.util.testlog"; message EntryValue { oneof kind { double double_value = 1; string string_value = 2; } } message MetricEntry { // Metric name string name = 1; // Metric value double value = 2; // The minimum acceptable value for the metric if specified google.protobuf.DoubleValue min_value = 3; // The maximum acceptable value for the metric if specified google.protobuf.DoubleValue max_value = 4; } // Each unit test or benchmark in a test or benchmark run provides // some set of information. Here we provide some reasonable keys // one would expect to see, with optional key/value pairs for things // we haven't considered. // // This BenchmarkEntry should be emitted by each unit test or benchmark // reporter. message BenchmarkEntry { // The name of the specific benchmark or test // (e.g. BM_AdjustContrast_gpu_B_W_H) string name = 1; // If a benchmark, how many iterations it was run for int64 iters = 2; // Total cpu time used for all iterations (in seconds) double cpu_time = 3; // Total wall time used for all iterations (in seconds) double wall_time = 4; // Throughput (in MB/s) double throughput = 5; // Generic map from result key to value. map extras = 6; // Metric name, value and expected range. This can include accuracy metrics // typically used to determine whether the accuracy test has passed repeated MetricEntry metrics = 7; } message BenchmarkEntries { repeated BenchmarkEntry entry = 1; } message BuildConfiguration { string mode = 1; // opt, dbg, etc repeated string cc_flags = 2; // CC compiler flags, if known repeated string opts = 3; // Bazel compilation options, if known } message CommitId { oneof kind { // Submitted changelist. int64 changelist = 1; string hash = 2; } // Hash of intermediate change between hash/changelist and what was tested. // Not used if the build is from a commit without modifications. string snapshot = 3; // Changelist tested if the change list is not already submitted. int64 pending_changelist = 4; } message CPUInfo { int64 num_cores = 1; int64 num_cores_allowed = 2; // How fast are these cpus? double mhz_per_cpu = 3; // Additional cpu information. For example, // Intel Ivybridge with HyperThreading (24 cores) dL1:32KB dL2:256KB dL3:30MB string cpu_info = 4; // What kind of cpu scaling is enabled on the host. // Examples include "performance", "ondemand", "conservative", "mixed". string cpu_governor = 5; // Cache sizes (in bytes), e.g. "L2": 262144 (for 256KB) map cache_size = 6; } message MemoryInfo { int64 total = 1; // Total virtual memory in bytes int64 available = 2; // Immediately available memory in bytes } message GPUInfo { string model = 1; // e.g. "Tesla K40c" string uuid = 2; // Final entry in output of "nvidia-smi -L" string bus_id = 3; // e.g. "0000:04:00.0" } message PlatformInfo { string bits = 1; // e.g. '64bit' string linkage = 2; // e.g. 'ELF' string machine = 3; // e.g. 'i386' string release = 4; // e.g. '3.13.0-76-generic' string system = 5; // e.g. 'Linux' string version = 6; // e.g. '#120-Ubuntu SMP Mon Jan 18 15:59:10 UTC 2016' } message AvailableDeviceInfo { // Matches DeviceAttributes string name = 1; // Device name. string type = 2; // Device type, e.g. 'CPU' or 'GPU'. int64 memory_limit = 3; // Memory capacity in bytes. string physical_description = 4; // The physical description of this device. } message MachineConfiguration { // Host name of machine that ran the benchmark. string hostname = 1; // Unique serial number of the machine. string serial_identifier = 7; // Additional platform information. PlatformInfo platform_info = 2; // CPU Information. CPUInfo cpu_info = 3; // Other devices that are attached and relevant (e.g. GPUInfo). repeated google.protobuf.Any device_info = 4; // Devices accessible to the test (e.g. as given by list_local_devices). repeated AvailableDeviceInfo available_device_info = 5; MemoryInfo memory_info = 6; } // Run-specific items such as arguments to the test / benchmark. message RunConfiguration { repeated string argument = 1; // Environment variables used to run the test/benchmark. map env_vars = 2; } // The output of one benchmark / test run. Each run contains a list of // tests or benchmarks, stored as BenchmarkEntry messages. // // This message should be emitted by the reporter (which runs the // test / BM in a subprocess and then reads the emitted BenchmarkEntry messages; // usually from a serialized json file, finally collecting them along // with additional information about the test run. message TestResults { // The target of the run, e.g.: // //tensorflow/core:kernels_adjust_contrast_op_benchmark_test string target = 1; // The list of tests or benchmarks in this run. BenchmarkEntries entries = 2; // The configuration of the build (compiled opt? with cuda? any copts?) BuildConfiguration build_configuration = 3; // The commit id (git hash or changelist) CommitId commit_id = 4; // The time the run started (in seconds of UTC time since Unix epoch) int64 start_time = 5; // The amount of time the total run took (wall time in seconds) double run_time = 6; // Machine-specific parameters (Platform and CPU info) MachineConfiguration machine_configuration = 7; // Run-specific parameters (arguments, etc) RunConfiguration run_configuration = 8; // Benchmark target identifier. string name = 9; // The type of benchmark. enum BenchmarkType { UNKNOWN = 0; // Fallback for protos written before Type was introduced. CPP_MICROBENCHMARK = 1; PYTHON_BENCHMARK = 2; ANDROID_BENCHMARK = 3; EDGE_BENCHMARK = 4; IOS_BENCHMARK = 5; } BenchmarkType benchmark_type = 10; // Used for differentiating between continuous and debug builds. // Must be one of: // * cbuild: results from continuous build. // * presubmit: results from oneshot requests. // * culprit: results from culprit finder rerun. string run_mode = 11; // TensorFlow version this benchmark runs against. // This can be either set to full version or just the major version. string tf_version = 12; }