mrpc.yaml

#
# Copyright (c) 2021 Intel Corporation
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#   http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

model:
  name: bert
  framework: tensorflow
  inputs: input_file, batch_size
  outputs: loss/Softmax:0, IteratorGetNext:3

evaluation:
  accuracy: {}
  performance:
    iteration: 20
    warmup: 5
    configs:
      num_of_instance: 1
      cores_per_instance: 28 
      kmp_blocktime: 1

quantization:            
  calibration:
    sampling_size: 500
  model_wise:
    weight:
      granularity: per_channel
tuning:
  accuracy_criterion:
    relative:  0.01   
  exit_policy:
    timeout: 0       
    max_trials: 100 
  random_seed: 9527