[ { "50.00 percentile latency (ns)": 1096787, "90.00 percentile latency (ns)": 1740217, "95.00 percentile latency (ns)": 2817589, "97.00 percentile latency (ns)": 4121111, "99.00 percentile latency (ns)": 7459610, "99.90 percentile latency (ns)": 53038707, "Completed samples per second": 275049.7, "Max latency (ns)": 67461304, "Mean latency (ns)": 1479991, "Min duration satisfied": "Yes", "Min latency (ns)": 207274, "Min queries satisfied": "Yes", "Mode": "Performance", "Performance constraints satisfied": "Yes", "Result is": "VALID", "SUT name": "DLRM SERVER", "Scenario": "server", "Scheduled samples per second": 275055.77, "accelerator_frequency": "585 MHz", "accelerator_host_interconnect": "PCIe 3.0 x16", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "16 GB", "accelerator_memory_configuration": "GDDR6", "accelerator_model_name": "NVIDIA Tesla T4", "accelerator_on-chip_memories": "L1: 40x 64KB, L2: 4MB per chip", "accelerators_per_node": 16, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.scheduled_queries_per_second": 275055.77, "characteristics.scheduled_queries_per_second.normalized_per_core": 17190.985625, "characteristics.scheduled_queries_per_second.normalized_per_processor": 17190.985625, "ck_system": "GIGABYTE_G292-Z43_16xT4", "ck_used": true, "cooling": "Air-cooled", "dataset": "1TB Click Logs", "dataset_link": "", "dim_x_default": "characteristics.scheduled_queries_per_second", "dim_y_default": "characteristics.AUC", "dim_y_maximize": true, "division": "closed", "formal_model": "dlrm", "formal_model_accuracy": 99.9, "formal_model_link": "", "framework": "TensorRT 7.2, CUDA 11.0 Update 1", "host_memory_capacity": "1024 GB", "host_memory_configuration": "", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "L3 cache 256MB", "host_processor_core_count": 120, "host_processor_frequency": "2.25 GHz", "host_processor_interconnect": "1x 16-20GT/s xGMI2", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 2, "host_storage_capacity": "1.92 TB", "host_storage_type": "SSD", "hw_notes": "ECC off", "informal_model": "dlrm-99.9", "input_data_types": "int8", "max_async_queries": 0, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 60000, "min_query_count": 270336, "mlperf_version": 0.7, "normalize_cores": 16, "normalize_processors": 16, "note_code": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Gigabyte/code", "note_details": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Gigabyte/results/GIGABYTE_G292-Z43_16xT4", "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": "TensorRT 7.2, CUDA 11.0 Update 1, cuDNN 8.0.2, DALI 0.25.0; GCC 7.5.0; Python 3.7.10", "performance_issue_same": true, "performance_issue_same_index": 0, "performance_issue_unique": true, "performance_sample_count": 204800, "print_timestamps": true, "problem": false, "qsl_rng_seed": 12786827339337101903, "retraining": "N", "sample_index_rng_seed": 12640797754436136668, "samples_per_query": 1, "schedule_rng_seed": 3135815929913719677, "starting_weights_filename": "tb00_40M.pt", "status": "preview", "submitter": "GIGABYTE", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Gigabyte", "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/GIGABYTE_G292-Z43_16xT4", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 30000000, "target_qps": 275000, "task": "recommendation", "task2": "recommendation", "total_cores": 240, "uid": "da3a8c434717a341", "use_accelerator": true, "weight_data_types": "int8,fp16", "weight_transformations": "quantization, affine fusion" }, { "50.00 percentile latency (ns)": 1096787, "90.00 percentile latency (ns)": 1740217, "95.00 percentile latency (ns)": 2817589, "97.00 percentile latency (ns)": 4121111, "99.00 percentile latency (ns)": 7459610, "99.90 percentile latency (ns)": 53038707, "Completed samples per second": 275049.7, "Max latency (ns)": 67461304, "Mean latency (ns)": 1479991, "Min duration satisfied": "Yes", "Min latency (ns)": 207274, "Min queries satisfied": "Yes", "Mode": "Performance", "Performance constraints satisfied": "Yes", "Result is": "VALID", "SUT name": "DLRM SERVER", "Scenario": "server", "Scheduled samples per second": 275055.77, "accelerator_frequency": "585 MHz", "accelerator_host_interconnect": "PCIe 3.0 x16", "accelerator_interconnect": "", "accelerator_interconnect_topology": "", "accelerator_memory_capacity": "16 GB", "accelerator_memory_configuration": "GDDR6", "accelerator_model_name": "NVIDIA Tesla T4", "accelerator_on-chip_memories": "L1: 40x 64KB, L2: 4MB per chip", "accelerators_per_node": 16, "accuracy_log_probability": 0, "accuracy_log_rng_seed": 0, "accuracy_log_sampling_target": 0, "characteristics.scheduled_queries_per_second": 275055.77, "characteristics.scheduled_queries_per_second.normalized_per_core": 17190.985625, "characteristics.scheduled_queries_per_second.normalized_per_processor": 17190.985625, "ck_system": "GIGABYTE_G292-Z43_16xT4", "ck_used": true, "cooling": "Air-cooled", "dataset": "1TB Click Logs", "dataset_link": "", "dim_x_default": "characteristics.scheduled_queries_per_second", "dim_y_default": "characteristics.AUC", "dim_y_maximize": true, "division": "closed", "formal_model": "dlrm", "formal_model_accuracy": 99.0, "formal_model_link": "", "framework": "TensorRT 7.2, CUDA 11.0 Update 1", "host_memory_capacity": "1024 GB", "host_memory_configuration": "", "host_networking": "", "host_networking_topology": "", "host_processor_caches": "L3 cache 256MB", "host_processor_core_count": 120, "host_processor_frequency": "2.25 GHz", "host_processor_interconnect": "1x 16-20GT/s xGMI2", "host_processor_model_name": "AMD EPYC 7V13 64-Core Processor", "host_processors_per_node": 2, "host_storage_capacity": "1.92 TB", "host_storage_type": "SSD", "hw_notes": "ECC off", "informal_model": "dlrm-99", "input_data_types": "int8", "max_async_queries": 0, "max_duration (ms)": 0, "max_query_count": 0, "min_duration (ms)": 60000, "min_query_count": 270336, "mlperf_version": 0.7, "normalize_cores": 16, "normalize_processors": 16, "note_code": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Gigabyte/code", "note_details": "https://github.com/mlcommons/inference_results_v0.7/tree/master/closed/Gigabyte/results/GIGABYTE_G292-Z43_16xT4", "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": "TensorRT 7.2, CUDA 11.0 Update 1, cuDNN 8.0.2, DALI 0.25.0; GCC 7.5.0; Python 3.7.10", "performance_issue_same": true, "performance_issue_same_index": 0, "performance_issue_unique": true, "performance_sample_count": 204800, "print_timestamps": true, "problem": false, "qsl_rng_seed": 12786827339337101903, "retraining": "N", "sample_index_rng_seed": 12640797754436136668, "samples_per_query": 1, "schedule_rng_seed": 3135815929913719677, "starting_weights_filename": "tb00_40M.pt", "status": "preview", "submitter": "GIGABYTE", "submitter_link": "https://github.com/ctuning/ck-mlperf-inference/tree/main/bench.mlperf.submitter/Gigabyte", "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/GIGABYTE_G292-Z43_16xT4", "system_name": "Microsoft Corporation 7.0 (Virtual Machine)", "system_type": "datacenter", "target_latency (ns)": 30000000, "target_qps": 275000, "task": "recommendation", "task2": "recommendation", "total_cores": 240, "uid": "9fbb2d48bfabecf5", "use_accelerator": true, "weight_data_types": "int8,fp16", "weight_transformations": "quantization, affine fusion" } ]