OpenMLPerf / README.md
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metadata
dataset_info:
  features:
    - name: metrics.accuracy
      dtype: string
    - name: metrics.result
      dtype: float64
    - name: metrics.result_per_accelerator
      dtype: float64
    - name: metrics.units
      dtype: string
    - name: model.architecture
      dtype: string
    - name: model.mlperf_name
      dtype: string
    - name: model.name
      dtype: string
    - name: model.number_of_parameters
      dtype: float64
    - name: model.weight_data_types
      dtype: string
    - name: software.framework
      dtype: string
    - name: software.framework.ai
      dtype: 'null'
    - name: software.framework.cuda
      dtype: string
    - name: software.framework.cudnn
      dtype: 'null'
    - name: software.framework.jetpack
      dtype: string
    - name: software.framework.pytorch
      dtype: string
    - name: software.framework.rocm
      dtype: string
    - name: software.framework.sima
      dtype: 'null'
    - name: software.framework.tensorrt
      dtype: string
    - name: software.framework.vllm
      dtype: string
    - name: software.operating_system
      dtype: string
    - name: submission.availability
      dtype: string
    - name: submission.division
      dtype: string
    - name: submission.organization
      dtype: string
    - name: submission.scenario
      dtype: string
    - name: system.accelerator.count_per_node
      dtype: int64
    - name: system.accelerator.memory_capacity
      dtype: float64
    - name: system.accelerator.memory_config
      dtype: string
    - name: system.accelerator.name
      dtype: string
    - name: system.accelerator.total_count
      dtype: int64
    - name: system.accelerator.vendor
      dtype: string
    - name: system.cpu.caches
      dtype: string
    - name: system.cpu.core_count
      dtype: int64
    - name: system.cpu.count_per_node
      dtype: int64
    - name: system.cpu.frequency
      dtype: float64
    - name: system.cpu.model
      dtype: string
    - name: system.cpu.vcpu_count
      dtype: string
    - name: system.cpu.vendor
      dtype: string
    - name: system.interconnect.accelerator
      dtype: string
    - name: system.interconnect.accelerator_host
      dtype: string
    - name: system.memory.capacity
      dtype: float64
    - name: system.memory.configuration
      dtype: string
    - name: system.name
      dtype: string
    - name: system.number_of_nodes
      dtype: int64
    - name: system.type
      dtype: string
  splits:
    - name: train
      num_bytes: 489797
      num_examples: 847
  download_size: 54454
  dataset_size: 489797
configs:
  - config_name: default
    data_files:
      - split: train
        path: data/train-*