{ "accu_init": { "ck_env": [ "--env.CK_LOADGEN_DATASET_SIZE=<<>>", "--env.CK_VERBOSE=<<>>" ], "deps": [ "--dep_add_tags.mlperf-inference-src=r0.7", "--dep_add_tags.weights=<<>>.<<>>", "--dep_add_tags.images=crop.875,preprocessed,using-<<>>" ], "record_tags": [ "mlperf", "division.<<>>", "task.<<>>", "inference_engine.<<>>", "inference_engine_version.<<>>", "platform.<<>>", "scenario.<<>>", "mode.<<>>", "workload.<<>>", "<<>>" ], "record_uoa_parts": [ "mlperf", "<<>>", "<<>>", "<<>>", "<<>>", "<<>>", "<<>>", "<<>><<>>" ] }, "build_map": { "scenario": { "offline": { "ck_env": "--env.CK_LOADGEN_SCENARIO=Offline", "performance_mode_extension": "", "record_uoa_parts": [ "batch_size.<<>>" ] }, "singlestream": { "ck_env": "--env.CK_LOADGEN_SCENARIO=SingleStream", "performance_mode_extension": "-target_latency.<<>>" }, "multistream": { "ck_env": "--env.CK_LOADGEN_SCENARIO=MultiStream", "performance_mode_extension": "", "record_uoa_parts": [ "nstreams.<<>>", "batch_size.<<>>" ] } }, "mode": { "accuracy": { "ck_env": "--env.CK_LOADGEN_MODE=AccuracyOnly", "mode_extension": "-dataset_size.<<>>-<<>>", "output_file": "accuracy.txt", "recommended_dataset_size": "<<>>", "recommended_verbosity": "1" }, "performance": { "ck_env": "--env.CK_LOADGEN_MODE=PerformanceOnly", "mode_extension": "<<>>", "output_file": "mlperf_log_summary.txt", "recommended_dataset_size": "<<>>", "recommended_verbosity": "0" } }, "compliance": { "###": { "ck_env": "--env.CK_MLPERF_COMPLIANCE_TEST=### --env.CK_LOADGEN_MODE=PerformanceOnly", "mode": "performance", "mode_extension": "-compliance.###", "record_tags": "compliance.###", "recommended_repetitions": "1", "recommended_dataset_size": "1024", "output_file": "mlperf_log_summary.txt", "recommended_verbosity": "0" } }, "model": { "resnet50": { "program_name": "image-classification-tensorrt-loadgen-py", "task": "image-classification", "full_dataset_size": "50000", "performance_dataset_size": "1024" }, "mobilenet": { "program_name": "image-classification-tensorrt-loadgen-py", "task": "image-classification", "full_dataset_size": "50000", "performance_dataset_size": "1024" }, "ssd-mobilenet": { "program_name": "object-detection-tensorrt-loadgen-py", "task": "object-detection", "full_dataset_size": "5000", "performance_dataset_size": "256" }, "ssd-resnet34": { "program_name": "object-detection-tensorrt-loadgen-py", "task": "object-detection", "full_dataset_size": "5000", "performance_dataset_size": "256" } }, "nstreams": { "###": { "ck_env": "--env.CK_LOADGEN_MULTISTREAMNESS=###", "record_tags": "nstreams.###" } }, "batch_size": { "###": { "ck_env": "--env.CK_BATCH_SIZE=###", "record_tags": "batch_size.###" } }, "buffer_size": { "###": { "ck_env": "--env.CK_LOADGEN_BUFFER_SIZE=###", "record_tags": "buffer_size.###", "record_uoa_parts": "buffer_size.###" } }, "performance_sample_count_override": { "###": { "ck_env": "--env.CK_LOADGEN_BUFFER_SIZE=###", "record_tags": "buffer_size.###", "record_uoa_parts": "buffer_size.###" } }, "max_query_count": { "###": { "ck_env": "--env.CK_LOADGEN_MAX_QUERY_COUNT=###", "record_tags": "max_query_count.###", "record_uoa_parts": "max_query_count.###" } }, "target_latency": { "###": { "ck_env": "--env.CK_LOADGEN_TARGET_LATENCY=###", "record_tags": "target_latency.###" } }, "target_qps": { "###": { "ck_env": "--env.CK_LOADGEN_TARGET_QPS=###", "record_tags": "target_qps.###", "record_uoa_parts": "target_qps.###" } }, "no_record": { "yes": { "shell_wrapped_cmd": "<<>>" } }, "verbose": { "all": { "print_output_file": "<<>>", "screen_output": "" }, "yes": { "print_output_file": "<<>>" } } }, "cmd_template": "<<>>", "defaults": { "ck_benchmark_program": "ck benchmark <<>> --skip_stat_analysis --process_multi_keys --repetitions=<<>> --record --record_repo=local --record_uoa=<<>> --tags=<<>>", "ck_run_program": "ck run <<>>", "dataset_size": "<<>>", "division": "closed", "inference_engine": "tensorrt", "inference_engine_version": "v6.0", "sut": "xavier", "verbosity": "<<>>", "preprocessed_tag": "preprocessed_using.<<>>", "preprocessed_using": "opencv", "print_output_file_cmd": "&& cat `ck find program:<<>>`/tmp/<<>>", "record_uoa": "<<>>", "repetitions": "1", "run_or_benchmark_common": "program:<<>> <<>> <<>> <<>>", "screen_output": "--env.CK_SILENT_MODE=YES --skip_print_timers", "shell_wrapped_cmd": "<<>>", "wrapped_ck_benchmark_program": "if [ -n \"`ck list local:experiment:<<>>`\" ]; then echo 'Experiment <<>> exists, skipping' ; else <<>> \"@@@{'meta': {'ck_benchmark_program': '<<>>'}}\" <<>> ; fi", "wrapped_ck_run_program": "<<>> <<>>" } }