[ { "50.00 percentile latency (ns)": 958925, "90.00 percentile latency (ns)": 963675, "90th percentile latency (ns)": 963675, "95.00 percentile latency (ns)": 984139, "97.00 percentile latency (ns)": 986164, "99.00 percentile latency (ns)": 988678, "99.90 percentile latency (ns)": 995244, "Max latency (ns)": 1334605, "Mean latency (ns)": 960810, "Min duration satisfied": "Yes", "Min latency (ns)": 939440, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "QPS w/ loadgen overhead": 1028.58, "QPS w/o loadgen overhead": 1040.79, "Result is": "VALID", "SUT name": "sut", "Scenario": "singlestream", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "4GB", "accelerator_memory_configuration": "none", "accelerator_model_name": "Centaur Integrated AI Coprocessor (2.5GHz)", "accelerator_on-chip_memories": "", "accelerators_per_node": 1, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.90th_percentile_latency_ms": 0.963675, "characteristics.90th_percentile_latency_ns": 963675.0, "characteristics.90th_percentile_latency_s": 0.000963675, "characteristics.90th_percentile_latency_us": 963.675, "characteristics.accuracy": 76.118, "characteristics.good": 38059, "characteristics.total": 50000, "ck_system": "Centaur-AIC-2.5GHz", "ck_used": false, "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": "closed", "formal_model": "resnet50-v1.5", "formal_model_accuracy": 99.0, "formal_model_link": "https://github.com/mlcommons/ck-mlops/tree/main/package", "framework": "TensorFlow-Lite 2.2.0 + custom patches", "host_memory_capacity": "256GB", "host_memory_configuration": "", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 8, "host_processor_frequency": "2.5GHz", "host_processor_interconnect": "", "host_processor_model_name": "Centaur Integrated x86 CPUs (2.5GHz)", "host_processors_per_node": 1, "host_storage_capacity": "1TB", "host_storage_type": "SSD", "hw_notes": "", "informal_model": "resnet", "input_data_types": "int8", "key.accuracy": "characteristics.accuracy", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1024, "mlperf_version": 1.1, "normalize_cores": 1, "normalize_processors": 1, "note_code": "https://github.com/mlcommons/inference_results_v1.1/tree/master/closed/Centaur Technology/code", "note_details": "https://github.com/mlcommons/inference_results_v1.1/tree/master/closed/Centaur Technology/results/Centaur-AIC-2.5GHz", "number_of_nodes": 1, "operating_system": "Ubuntu 18.04", "other_software_stack": "Centaur ML Library v1.2.0", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 1024, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 1624344308455410291, "retraining": "none", "sample_index_rng_seed": 517984244576520566, "samples_per_query": 1, "schedule_rng_seed": 10051496985653635065, "starting_weights_filename": "https://zenodo.org/record/2535873/files/resnet50_v1.pb", "status": "available", "submitter": "Centaur Technology", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Centaur Technology", "sw_notes": "", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/Centaur-AIC-2.5GHz", "system_name": "Centaur Technology Reference Design v1.0D", "system_type": "edge", "target_latency (ns)": 0, "target_qps": 1111.11, "task": "image classification", "task2": "image classification", "total_cores": 8, "uid": "200d92fc7564c8d9", "use_accelerator": true, "weight_data_types": "int8", "weight_transformations": "TF-Lite v2.2.0" }, { "50.00 percentile latency (ns)": 959416, "90.00 percentile latency (ns)": 975969, "90th percentile latency (ns)": 975969, "95.00 percentile latency (ns)": 992870, "97.00 percentile latency (ns)": 996013, "99.00 percentile latency (ns)": 1010540, "99.90 percentile latency (ns)": 1027232, "Max latency (ns)": 7526493, "Mean latency (ns)": 963150, "Min duration satisfied": "Yes", "Min latency (ns)": 934413, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "QPS w/ loadgen overhead": 1026.41, "QPS w/o loadgen overhead": 1038.26, "Result is": "VALID", "SUT name": "sut", "Scenario": "singlestream", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "4GB", "accelerator_memory_configuration": "none", "accelerator_model_name": "Centaur Integrated AI Coprocessor (2.5GHz)", "accelerator_on-chip_memories": "", "accelerators_per_node": 1, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.90th_percentile_latency_ms": 0.975969, "characteristics.90th_percentile_latency_ns": 975969.0, "characteristics.90th_percentile_latency_s": 0.000975969, "characteristics.90th_percentile_latency_us": 975.969, "characteristics.accuracy": 76.118, "characteristics.good": 38059, "characteristics.total": 50000, "ck_system": "Centaur-AIC-2.5GHz", "ck_used": false, "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": "closed", "formal_model": "resnet50-v1.5", "formal_model_accuracy": 99.0, "formal_model_link": "https://github.com/mlcommons/ck-mlops/tree/main/package", "framework": "TensorFlow-Lite 2.2.0 + custom patches", "host_memory_capacity": "256GB", "host_memory_configuration": "", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 8, "host_processor_frequency": "2.5GHz", "host_processor_interconnect": "", "host_processor_model_name": "Centaur Integrated x86 CPUs (2.5GHz)", "host_processors_per_node": 1, "host_storage_capacity": "1TB", "host_storage_type": "SSD", "hw_notes": "", "informal_model": "resnet", "input_data_types": "int8", "key.accuracy": "characteristics.accuracy", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1024, "mlperf_version": 1.0, "normalize_cores": 1, "normalize_processors": 1, "note_code": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Centaur Technology/code", "note_details": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Centaur Technology/results/Centaur-AIC-2.5GHz", "number_of_nodes": 1, "operating_system": "Ubuntu 18.04", "other_software_stack": "Centaur ML Library v1.1.0", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 1024, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 7322528924094909334, "retraining": "none", "sample_index_rng_seed": 1570999273408051088, "samples_per_query": 1, "schedule_rng_seed": 3507442325620259414, "starting_weights_filename": "https://zenodo.org/record/2535873/files/resnet50_v1.pb", "status": "available", "submitter": "Centaur Technology", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Centaur Technology", "sw_notes": "", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/Centaur-AIC-2.5GHz", "system_name": "Centaur Technology Reference Design v1.0D", "system_type": "edge", "target_latency (ns)": 0, "target_qps": 1111.11, "task": "image classification", "task2": "image classification", "total_cores": 8, "uid": "288a8367abcdd90f", "use_accelerator": true, "weight_data_types": "int8", "weight_transformations": "TF-Lite v2.2.0" }, { "50.00 percentile latency (ns)": 1122006, "90.00 percentile latency (ns)": 1154902, "90th percentile latency (ns)": 1154902, "95.00 percentile latency (ns)": 1160349, "97.00 percentile latency (ns)": 1168730, "99.00 percentile latency (ns)": 1173759, "99.90 percentile latency (ns)": 1192756, "Max latency (ns)": 6949313, "Mean latency (ns)": 1128695, "Min duration satisfied": "Yes", "Min latency (ns)": 1096234, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "QPS w/ loadgen overhead": 875.63, "QPS w/o loadgen overhead": 885.98, "Result is": "VALID", "SUT name": "sut", "Scenario": "singlestream", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "4GB", "accelerator_memory_configuration": "none", "accelerator_model_name": "Centaur Integrated AI Coprocessor (2.0GHz)", "accelerator_on-chip_memories": "", "accelerators_per_node": 1, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.90th_percentile_latency_ms": 1.154902, "characteristics.90th_percentile_latency_ns": 1154902.0, "characteristics.90th_percentile_latency_s": 0.001154902, "characteristics.90th_percentile_latency_us": 1154.902, "characteristics.accuracy": 76.118, "characteristics.good": 38059, "characteristics.total": 50000, "ck_system": "Centaur-AIC-2.0GHz", "ck_used": false, "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": "closed", "formal_model": "resnet50-v1.5", "formal_model_accuracy": 99.0, "formal_model_link": "https://github.com/mlcommons/ck-mlops/tree/main/package", "framework": "TensorFlow-Lite 2.2.0 + custom patches", "host_memory_capacity": "256GB", "host_memory_configuration": "", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 8, "host_processor_frequency": "2.0GHz", "host_processor_interconnect": "", "host_processor_model_name": "Centaur Integrated x86 CPUs (2.0GHz)", "host_processors_per_node": 1, "host_storage_capacity": "1TB", "host_storage_type": "SSD", "hw_notes": "", "informal_model": "resnet", "input_data_types": "int8", "key.accuracy": "characteristics.accuracy", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1024, "mlperf_version": 1.0, "normalize_cores": 1, "normalize_processors": 1, "note_code": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Centaur Technology/code", "note_details": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Centaur Technology/results/Centaur-AIC-2.0GHz", "number_of_nodes": 1, "operating_system": "Ubuntu 18.04", "other_software_stack": "Centaur ML Library v1.1.0", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 1024, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 7322528924094909334, "retraining": "none", "sample_index_rng_seed": 1570999273408051088, "samples_per_query": 1, "schedule_rng_seed": 3507442325620259414, "starting_weights_filename": "https://zenodo.org/record/2535873/files/resnet50_v1.pb", "status": "available", "submitter": "Centaur Technology", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Centaur Technology", "sw_notes": "", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/Centaur-AIC-2.0GHz", "system_name": "Centaur Technology Reference Design v1.0D", "system_type": "edge", "target_latency (ns)": 0, "target_qps": 1111.11, "task": "image classification", "task2": "image classification", "total_cores": 8, "uid": "c8df4e82f4be693c", "use_accelerator": true, "weight_data_types": "int8", "weight_transformations": "TF-Lite v2.2.0" } ]