[ { "50.00 percentile latency (ns)": 1697191087934, "90.00 percentile latency (ns)": 3052781140201, "95.00 percentile latency (ns)": 3222554756186, "97.00 percentile latency (ns)": 3290071625686, "99.00 percentile latency (ns)": 3358040844653, "99.90 percentile latency (ns)": 3388763281438, "Max latency (ns)": 3391510599433, "Mean latency (ns)": 1697080374955, "Min duration satisfied": "Yes", "Min latency (ns)": 3205814636, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 7.24633, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.8559, "characteristics.samples_per_second": 7.24633, "characteristics.samples_per_second.normalized_per_core": 0.09057912500000001, "characteristics.samples_per_second.normalized_per_processor": 3.623165, "characteristics.tumor core": 0.8676, "characteristics.whole tumor": 0.9129, "ck_system": "1-node-2S-ICX-OpenVINO-INT8", "ck_used": false, "cooling": "Air", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.0, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "1024GB", "host_memory_configuration": "8 slots / 64GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 40, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "Intel(R) Xeon(R) Platinum 8380 CPU @ 2.30GHz", "host_processors_per_node": 2, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "Intel Devlopment Platform (2U Server)", "informal_model": "3d-unet-99", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1, "mlperf_version": 1.1, "normalize_cores": 80, "normalize_processors": 2, "note_code": "https://github.com/mlcommons/inference_results_v1.1/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v1.1/tree/master/closed/Intel/results/1-node-2S-ICX-OpenVINO-INT8", "number_of_nodes": 1, "operating_system": "Ubuntu 20.04.1 LTS", "other_software_stack": "5.4.0-45-generic", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 16, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 1624344308455410291, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 517984244576520566, "samples_per_query": 24576, "schedule_rng_seed": 10051496985653635065, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "available", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "sw_notes": "", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/1-node-2S-ICX-OpenVINO-INT8", "system_name": "1-node-2S-ICX-OpenVINO-INT8", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 10, "task": "image segmentation", "task2": "image segmentation", "total_cores": 80, "uid": "bf3f24ea9b59f21a", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 1697191087934, "90.00 percentile latency (ns)": 3052781140201, "95.00 percentile latency (ns)": 3222554756186, "97.00 percentile latency (ns)": 3290071625686, "99.00 percentile latency (ns)": 3358040844653, "99.90 percentile latency (ns)": 3388763281438, "Max latency (ns)": 3391510599433, "Mean latency (ns)": 1697080374955, "Min duration satisfied": "Yes", "Min latency (ns)": 3205814636, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 7.24633, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.8559, "characteristics.samples_per_second": 7.24633, "characteristics.samples_per_second.normalized_per_core": 0.09057912500000001, "characteristics.samples_per_second.normalized_per_processor": 3.623165, "characteristics.tumor core": 0.8676, "characteristics.whole tumor": 0.9129, "ck_system": "1-node-2S-ICX-OpenVINO-INT8", "ck_used": false, "cooling": "Air", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.9, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "1024GB", "host_memory_configuration": "8 slots / 64GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 40, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "Intel(R) Xeon(R) Platinum 8380 CPU @ 2.30GHz", "host_processors_per_node": 2, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "Intel Devlopment Platform (2U Server)", "informal_model": "3d-unet-99.9", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1, "mlperf_version": 1.1, "normalize_cores": 80, "normalize_processors": 2, "note_code": "https://github.com/mlcommons/inference_results_v1.1/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v1.1/tree/master/closed/Intel/results/1-node-2S-ICX-OpenVINO-INT8", "number_of_nodes": 1, "operating_system": "Ubuntu 20.04.1 LTS", "other_software_stack": "5.4.0-45-generic", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 16, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 1624344308455410291, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 517984244576520566, "samples_per_query": 24576, "schedule_rng_seed": 10051496985653635065, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "available", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "sw_notes": "", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/1-node-2S-ICX-OpenVINO-INT8", "system_name": "1-node-2S-ICX-OpenVINO-INT8", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 10, "task": "image segmentation", "task2": "image segmentation", "total_cores": 80, "uid": "ff53c054ffa8e1be", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 1868945624713, "90.00 percentile latency (ns)": 3365212698258, "95.00 percentile latency (ns)": 3552308829800, "97.00 percentile latency (ns)": 3627248015278, "99.00 percentile latency (ns)": 3701893310600, "99.90 percentile latency (ns)": 3735987835514, "Max latency (ns)": 3739188133795, "Mean latency (ns)": 1868308070809, "Min duration satisfied": "Yes", "Min latency (ns)": 1493508105, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 6.57255, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7871, "characteristics.mean": 0.856, "characteristics.samples_per_second": 6.57255, "characteristics.samples_per_second.normalized_per_core": 0.08215687499999999, "characteristics.samples_per_second.normalized_per_processor": 3.286275, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-2S-ICX-OpenVINO-INT8", "ck_used": false, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.0, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "1024GB", "host_memory_configuration": "8 slots / 64GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 40, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "Intel(R) Xeon(R) Platinum 8380 CPU @ 2.30GHz", "host_processors_per_node": 2, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1, "mlperf_version": 1.0, "normalize_cores": 80, "normalize_processors": 2, "note_code": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/results/1-node-2S-ICX-OpenVINO-INT8", "number_of_nodes": 1, "operating_system": "Ubuntu 20.04.1 LTS", "other_software_stack": "5.4.0-45-generic", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 16, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 7322528924094909334, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 1570999273408051088, "samples_per_query": 24576, "schedule_rng_seed": 3507442325620259414, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "preview", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "sw_notes": "", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/1-node-2S-ICX-OpenVINO-INT8", "system_name": "1-node-2S-ICX-OpenVINO-INT8", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 20, "task": "image segmentation", "task2": "image segmentation", "total_cores": 80, "uid": "c1407abffbc32f76", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 1868945624713, "90.00 percentile latency (ns)": 3365212698258, "95.00 percentile latency (ns)": 3552308829800, "97.00 percentile latency (ns)": 3627248015278, "99.00 percentile latency (ns)": 3701893310600, "99.90 percentile latency (ns)": 3735987835514, "Max latency (ns)": 3739188133795, "Mean latency (ns)": 1868308070809, "Min duration satisfied": "Yes", "Min latency (ns)": 1493508105, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 6.57255, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7871, "characteristics.mean": 0.856, "characteristics.samples_per_second": 6.57255, "characteristics.samples_per_second.normalized_per_core": 0.08215687499999999, "characteristics.samples_per_second.normalized_per_processor": 3.286275, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-2S-ICX-OpenVINO-INT8", "ck_used": false, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.9, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "1024GB", "host_memory_configuration": "8 slots / 64GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 40, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "Intel(R) Xeon(R) Platinum 8380 CPU @ 2.30GHz", "host_processors_per_node": 2, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99.9", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1, "mlperf_version": 1.0, "normalize_cores": 80, "normalize_processors": 2, "note_code": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/results/1-node-2S-ICX-OpenVINO-INT8", "number_of_nodes": 1, "operating_system": "Ubuntu 20.04.1 LTS", "other_software_stack": "5.4.0-45-generic", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 16, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 7322528924094909334, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 1570999273408051088, "samples_per_query": 24576, "schedule_rng_seed": 3507442325620259414, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "preview", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "sw_notes": "", "system_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.system/1-node-2S-ICX-OpenVINO-INT8", "system_name": "1-node-2S-ICX-OpenVINO-INT8", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 20, "task": "image segmentation", "task2": "image segmentation", "total_cores": 80, "uid": "2a0b21e324b82883", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 670743079905, "90.00 percentile latency (ns)": 1206204403433, "95.00 percentile latency (ns)": 1273230757221, "97.00 percentile latency (ns)": 1299871082580, "99.00 percentile latency (ns)": 1326788771825, "99.90 percentile latency (ns)": 1338912119037, "Max latency (ns)": 1339684764819, "Mean latency (ns)": 670616833650, "Min duration satisfied": "Yes", "Min latency (ns)": 2099554212, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 18.3446, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.85603, "characteristics.samples_per_second": 18.3446, "characteristics.samples_per_second.normalized_per_core": 0.019108958333333332, "characteristics.samples_per_second.normalized_per_processor": 2.293075, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-8S-CPX-OpenVINO-INT8", "ck_used": true, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.0, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "3072GB", "host_memory_configuration": "6 slots / 64GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 120, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 8, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1, "mlperf_version": 1.0, "normalize_cores": 960, "normalize_processors": 8, "note_code": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/results/1-node-8S-CPX-OpenVINO-INT8", "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": "5.4.0-66-generic; GCC 7.5.0; Python 3.7.10", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 16, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 7322528924094909334, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 1570999273408051088, "samples_per_query": 24576, "schedule_rng_seed": 3507442325620259414, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "available", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "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/1-node-8S-CPX-OpenVINO-INT8", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 20, "task": "image segmentation", "task2": "image segmentation", "total_cores": 960, "uid": "d3d4d708cf9a1d7a", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 670743079905, "90.00 percentile latency (ns)": 1206204403433, "95.00 percentile latency (ns)": 1273230757221, "97.00 percentile latency (ns)": 1299871082580, "99.00 percentile latency (ns)": 1326788771825, "99.90 percentile latency (ns)": 1338912119037, "Max latency (ns)": 1339684764819, "Mean latency (ns)": 670616833650, "Min duration satisfied": "Yes", "Min latency (ns)": 2099554212, "Min queries satisfied": "Yes", "Mode": "PerformanceOnly", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 18.3446, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.85603, "characteristics.samples_per_second": 18.3446, "characteristics.samples_per_second.normalized_per_core": 0.019108958333333332, "characteristics.samples_per_second.normalized_per_processor": 2.293075, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-8S-CPX-OpenVINO-INT8", "ck_used": true, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.9, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "3072GB", "host_memory_configuration": "6 slots / 64GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 120, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 8, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99.9", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 600000, "min_query_count": 1, "mlperf_version": 1.0, "normalize_cores": 960, "normalize_processors": 8, "note_code": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v1.0/tree/master/closed/Intel/results/1-node-8S-CPX-OpenVINO-INT8", "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": "5.4.0-66-generic; GCC 7.5.0; Python 3.7.10", "performance_issue_same": 0, "performance_issue_same_index": 0, "performance_issue_unique": 0, "performance_sample_count": 16, "print_timestamps": 0, "problem": false, "qsl_rng_seed": 7322528924094909334, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 1570999273408051088, "samples_per_query": 24576, "schedule_rng_seed": 3507442325620259414, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "available", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "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/1-node-8S-CPX-OpenVINO-INT8", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 20, "task": "image segmentation", "task2": "image segmentation", "total_cores": 960, "uid": "2040459eb838a194", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 679456289685, "90.00 percentile latency (ns)": 1216877029736, "95.00 percentile latency (ns)": 1283816194586, "97.00 percentile latency (ns)": 1310618542052, "99.00 percentile latency (ns)": 1337443424886, "99.90 percentile latency (ns)": 1349691178227, "Max latency (ns)": 1350746495415, "Mean latency (ns)": 678922352729, "Min duration satisfied": "Yes", "Min latency (ns)": 5611103868, "Min queries satisfied": "Yes", "Mode": "Performance", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 18.1944, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.85603, "characteristics.samples_per_second": 18.1944, "characteristics.samples_per_second.normalized_per_core": 0.0189525, "characteristics.samples_per_second.normalized_per_processor": 2.2743, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-8s-cpx-ov-int8", "ck_used": true, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.0, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "1536GB", "host_memory_configuration": "6 slots / 32GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 120, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 8, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 60000, "min_query_count": 1, "mlperf_version": 0.7, "normalize_cores": 960, "normalize_processors": 8, "note_code": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/results/1-node-8s-cpx-ov-int8", "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": "5.4.0-45-generic; GCC 7.5.0; Python 3.7.10", "performance_issue_same": true, "performance_issue_same_index": 0, "performance_issue_unique": true, "performance_sample_count": 16, "print_timestamps": true, "problem": false, "qsl_rng_seed": 12786827339337101903, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 12640797754436136668, "samples_per_query": 24576, "schedule_rng_seed": 3135815929913719677, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "preview", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "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/1-node-8s-cpx-ov-int8", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 20, "task": "image segmentation", "task2": "image segmentation", "total_cores": 960, "uid": "dd6f50dd3e249abb", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 679456289685, "90.00 percentile latency (ns)": 1216877029736, "95.00 percentile latency (ns)": 1283816194586, "97.00 percentile latency (ns)": 1310618542052, "99.00 percentile latency (ns)": 1337443424886, "99.90 percentile latency (ns)": 1349691178227, "Max latency (ns)": 1350746495415, "Mean latency (ns)": 678922352729, "Min duration satisfied": "Yes", "Min latency (ns)": 5611103868, "Min queries satisfied": "Yes", "Mode": "Performance", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 18.1944, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.85603, "characteristics.samples_per_second": 18.1944, "characteristics.samples_per_second.normalized_per_core": 0.0189525, "characteristics.samples_per_second.normalized_per_processor": 2.2743, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-8s-cpx-ov-int8", "ck_used": true, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.9, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "1536GB", "host_memory_configuration": "6 slots / 32GB each / 3200 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 120, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 8, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99.9", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 60000, "min_query_count": 1, "mlperf_version": 0.7, "normalize_cores": 960, "normalize_processors": 8, "note_code": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/results/1-node-8s-cpx-ov-int8", "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": "5.4.0-45-generic; GCC 7.5.0; Python 3.7.10", "performance_issue_same": true, "performance_issue_same_index": 0, "performance_issue_unique": true, "performance_sample_count": 16, "print_timestamps": true, "problem": false, "qsl_rng_seed": 12786827339337101903, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 12640797754436136668, "samples_per_query": 24576, "schedule_rng_seed": 3135815929913719677, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "preview", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "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/1-node-8s-cpx-ov-int8", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 20, "task": "image segmentation", "task2": "image segmentation", "total_cores": 960, "uid": "1d94b0a82dd3bb5e", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 2922650156193, "90.00 percentile latency (ns)": 5258423998447, "95.00 percentile latency (ns)": 5550292657902, "97.00 percentile latency (ns)": 5666640143812, "99.00 percentile latency (ns)": 5783198389688, "99.90 percentile latency (ns)": 5835878438560, "Max latency (ns)": 5841524174594, "Mean latency (ns)": 2921555051534, "Min duration satisfied": "Yes", "Min latency (ns)": 1313847304, "Min queries satisfied": "Yes", "Mode": "Performance", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 4.20712, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.85603, "characteristics.samples_per_second": 4.20712, "characteristics.samples_per_second.normalized_per_core": 0.017529666666666666, "characteristics.samples_per_second.normalized_per_processor": 2.10356, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-2s-clx-ov-int8", "ck_used": true, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.0, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "384GB", "host_memory_configuration": "6 slots / 32GB each / 2934 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 120, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 2, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 60000, "min_query_count": 1, "mlperf_version": 0.7, "normalize_cores": 240, "normalize_processors": 2, "note_code": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/results/1-node-2s-clx-ov-int8", "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": "5.4.0-45-generic; GCC 7.5.0; Python 3.7.10", "performance_issue_same": true, "performance_issue_same_index": 0, "performance_issue_unique": true, "performance_sample_count": 16, "print_timestamps": true, "problem": false, "qsl_rng_seed": 12786827339337101903, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 12640797754436136668, "samples_per_query": 24576, "schedule_rng_seed": 3135815929913719677, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "available", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "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/1-node-2s-clx-ov-int8", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 1, "task": "image segmentation", "task2": "image segmentation", "total_cores": 240, "uid": "bdefd81e4164b113", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." }, { "50.00 percentile latency (ns)": 2922650156193, "90.00 percentile latency (ns)": 5258423998447, "95.00 percentile latency (ns)": 5550292657902, "97.00 percentile latency (ns)": 5666640143812, "99.00 percentile latency (ns)": 5783198389688, "99.90 percentile latency (ns)": 5835878438560, "Max latency (ns)": 5841524174594, "Mean latency (ns)": 2921555051534, "Min duration satisfied": "Yes", "Min latency (ns)": 1313847304, "Min queries satisfied": "Yes", "Mode": "Performance", "Result is": "VALID", "SUT name": "OV_SUT", "Samples per second": 4.20712, "Scenario": "offline", "accelerator_frequency": "", "accelerator_host_interconnect": "", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "N/A", "accelerator_memory_configuration": "", "accelerator_model_name": "N/A", "accelerator_on-chip_memories": "", "accelerators_per_node": 0, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.enhancing tumor": 0.7872, "characteristics.mean": 0.85603, "characteristics.samples_per_second": 4.20712, "characteristics.samples_per_second.normalized_per_core": 0.017529666666666666, "characteristics.samples_per_second.normalized_per_processor": 2.10356, "characteristics.tumor core": 0.8679, "characteristics.whole tumor": 0.913, "ck_system": "1-node-2s-clx-ov-int8", "ck_used": true, "cooling": "", "dataset": "BraTS 2019", "dataset_link": "https://www.med.upenn.edu/cbica/brats2019/data.html", "dim_x_default": "characteristics.samples_per_second", "dim_x_maximize": true, "dim_y_default": "characteristics.mean", "dim_y_maximize": true, "division": "closed", "formal_model": "3d-unet", "formal_model_accuracy": 99.9, "formal_model_link": "", "framework": "OpenVINO", "host_memory_capacity": "384GB", "host_memory_configuration": "6 slots / 32GB each / 2934 MT/s per socket", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "", "host_processor_core_count": 120, "host_processor_frequency": "", "host_processor_interconnect": "", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 2, "host_storage_capacity": "", "host_storage_type": "", "hw_notes": "", "informal_model": "3d-unet-99.9", "input_data_types": "No change.", "key.accuracy": "characteristics.mean", "max_async_queries": 1, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 60000, "min_query_count": 1, "mlperf_version": 0.7, "normalize_cores": 240, "normalize_processors": 2, "note_code": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/code", "note_details": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Intel/results/1-node-2s-clx-ov-int8", "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": "5.4.0-45-generic; GCC 7.5.0; Python 3.7.10", "performance_issue_same": true, "performance_issue_same_index": 0, "performance_issue_unique": true, "performance_sample_count": 16, "print_timestamps": true, "problem": false, "qsl_rng_seed": 12786827339337101903, "retraining": "We don’t retrain the model weight.", "sample_index_rng_seed": 12640797754436136668, "samples_per_query": 24576, "schedule_rng_seed": 3135815929913719677, "starting_weights_filename": "The original weight filename: https://zenodo.org/record/3928973/files/224_224_160.onnx", "status": "available", "submitter": "Intel", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Intel", "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/1-node-2s-clx-ov-int8", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 0, "target_qps": 1, "task": "image segmentation", "task2": "image segmentation", "total_cores": 240, "uid": "4f46aeba32ca0fa7", "use_accelerator": false, "weight_data_types": "No change.", "weight_transformations": "We transfer the weight from int8 datatype in ONNX file to int8 datatype in OpenVino IR file." } ]