[ { "50.00 percentile latency (ns)": 6005667, "90.00 percentile latency (ns)": 6869594, "90th percentile latency (ns)": 6869594, "95.00 percentile latency (ns)": 7698622, "97.00 percentile latency (ns)": 8321805, "99.00 percentile latency (ns)": 9499933, "99.90 percentile latency (ns)": 11270245, "Max latency (ns)": 22262734, "Mean latency (ns)": 6159368, "Min duration satisfied": "Yes", "Min latency (ns)": 4454460, "Min queries satisfied": "Yes", "Mode": "Performance", "QPS w/ loadgen overhead": 161.87, "QPS w/o loadgen overhead": 162.35, "Result is": "VALID", "SUT name": "PySUT", "Scenario": "singlestream", "accelerator_frequency": "", "accelerator_host_interconnect": "-", "accelerator_interconnect": "-", "accelerator_interconnect_topology": "-", "accelerator_memory_capacity": "", "accelerator_memory_configuration": "", "accelerator_model_name": " ", "accelerator_on-chip_memories": "-", "accelerators_per_node": "", "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.90th_percentile_latency_ms": 6.869594, "characteristics.90th_percentile_latency_ns": 6869594.0, "characteristics.90th_percentile_latency_s": 0.006869594, "characteristics.90th_percentile_latency_us": 6869.594, "characteristics.accuracy": 76.032, "characteristics.good": 38016, "characteristics.total": 50000, "ck_system": "macbook_pro_2019", "ck_used": true, "cooling": "-", "dataset": "ImageNet 2012", "dataset_link": "https://github.com/ctuning/ck/blob/master/docs/mlperf-automation/datasets/imagenet2012.md", "dim_x_default": "characteristics.90th_percentile_latency_ms", "dim_y_default": "characteristics.accuracy", "dim_y_maximize": true, "division": "open", "formal_model": "resnet", "formal_model_accuracy": 99.0, "formal_model_link": "https://github.com/mlcommons/ck-mlops/tree/main/package", "framework": "openvino_2020.4.287", "host_memory_capacity": "32GB", "host_memory_configuration": "-", "host_networking": "-", "host_networking_topology": "-", "host_processor_caches": "6MB", "host_processor_core_count": 120, "host_processor_frequency": "1.4GHz", "host_processor_interconnect": 0, "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 1, "host_storage_capacity": "256GB", "host_storage_type": "SSD", "hw_notes": "-", "informal_model": "resnet", "input_data_types": "fp32", "key.accuracy": "characteristics.accuracy", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 60000, "min_query_count": 1024, "mlperf_version": 0.7, "normalize_cores": 120, "normalize_processors": 1, "note_code": "https://github.com/mlcommons/inference_results_v0.7/tree/master/open/Deci/code", "note_details": "https://github.com/mlcommons/inference_results_v0.7/tree/master/open/Deci/results/macbook_pro_2019", "number_of_nodes": 1, "operating_system": "Ubuntu 18.04.5 LTS (Linux-5.4.0-1055-azure-x86_64-with-Ubuntu-18.04-bionic)", "other_software_stack": "python3.6; GCC 7.5.0; Python 3.7.10", "performance_issue_same": true, "performance_issue_same_index": 0, "performance_issue_unique": true, "performance_sample_count": 1024, "print_timestamps": true, "problem": false, "qsl_rng_seed": 12786827339337101903, "retraining": "https://github.com/mlperf/submissions_inference_0_7/blob/master/open/Deci/README.md", "sample_index_rng_seed": 12640797754436136668, "samples_per_query": 1, "schedule_rng_seed": 3135815929913719677, "starting_weights_filename": "deci-model.onnx", "status": "available", "submitter": "deci", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Deci", "sw_notes": "-Powered by CK v2.5.8 (https://github.com/ctuning/ck)", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/macbook_pro_2019", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "edge", "target_latency (ns)": 0, "target_qps": 1000, "task": "image classification", "task2": "image classification", "total_cores": 120, "uid": "7aa7d1513ac42278", "use_accelerator": false, "weight_data_types": "INT8", "weight_transformations": "https://github.com/mlperf/submissions_inference_0_7/blob/master/open/Deci/README.md" } ]