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modular framework for [not only] deep learning performance benchmarking

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Synopsis

Benchmarker is a modular framework to automate a set of performance benchmarks, mostly for deep learning.

Run

python3 ./benchmarker --framework=theano --problem=conv2d_1 --path-out=./

Motivation

various devices, frameworks und underlying software stacks, network architectures etc.

Installation

Clone, install required packages for example by running pip3 install [--user] -r requirements.txt

API Reference

under development

Contributors

coming soon

License

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.

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modular framework for [not only] deep learning performance benchmarking

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  • Python 96.7%
  • Shell 3.3%