├── .gitattributes ├── .gitignore ├── README.md ├── config ├── MEMTL_config.yaml └── MTL_config.yaml ├── datasets ├── 2nodes_40000samples.csv ├── 3nodes_50000samples.csv ├── 4nodes_80000samples.csv ├── 5nodes_100000samples.csv ├── 6nodes_200000samples.csv ├── 7nodes_250000samples.csv └── 8nodes_300000samples.csv ├── example ├── MEMTL_example.py └── MTL_example.py ├── model ├── MEMTL.py └── MTL.py ├── ready_models ├── 2n_2h_offline.h5 ├── 2n_2h_offline.json ├── 2n_3h_oda.h5 ├── 2n_3h_oda.json ├── 3n_2h_offline.h5 ├── 3n_2h_offline.json ├── 3n_3h_oda.h5 ├── 3n_3h_oda.json ├── 4n_2h_offline.h5 ├── 4n_2h_offline.json ├── 4n_3h_oda.h5 ├── 4n_3h_oda.json ├── 5n_2h_offline.h5 ├── 5n_2h_offline.json ├── 5n_3h_oda.h5 ├── 5n_3h_oda.json ├── MTL_2n.h5 ├── MTL_2n.json ├── MTL_3n.h5 ├── MTL_3n.json ├── MTL_4n.h5 ├── MTL_4n.json ├── MTL_5n.h5 └── MTL_5n.json ├── results ├── 2nodes_results.csv ├── 3nodes_results.csv ├── 4nodes_results.csv ├── 5nodes_results.csv └── 8nodes_results.csv └── utils ├── cost_calc.py ├── dataset.py ├── dataset_generate.py ├── gekko_co_gen.py ├── loss_function.py └── model_op.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | .idea 2 | .vscode -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/README.md -------------------------------------------------------------------------------- /config/MEMTL_config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/config/MEMTL_config.yaml -------------------------------------------------------------------------------- /config/MTL_config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/config/MTL_config.yaml -------------------------------------------------------------------------------- /datasets/2nodes_40000samples.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/datasets/2nodes_40000samples.csv -------------------------------------------------------------------------------- /datasets/3nodes_50000samples.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/datasets/3nodes_50000samples.csv -------------------------------------------------------------------------------- /datasets/4nodes_80000samples.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/datasets/4nodes_80000samples.csv -------------------------------------------------------------------------------- /datasets/5nodes_100000samples.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/datasets/5nodes_100000samples.csv -------------------------------------------------------------------------------- /datasets/6nodes_200000samples.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/datasets/6nodes_200000samples.csv -------------------------------------------------------------------------------- /datasets/7nodes_250000samples.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/datasets/7nodes_250000samples.csv -------------------------------------------------------------------------------- /datasets/8nodes_300000samples.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/datasets/8nodes_300000samples.csv -------------------------------------------------------------------------------- /example/MEMTL_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/example/MEMTL_example.py -------------------------------------------------------------------------------- /example/MTL_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/example/MTL_example.py -------------------------------------------------------------------------------- /model/MEMTL.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/model/MEMTL.py -------------------------------------------------------------------------------- /model/MTL.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/model/MTL.py -------------------------------------------------------------------------------- /ready_models/2n_2h_offline.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/2n_2h_offline.h5 -------------------------------------------------------------------------------- /ready_models/2n_2h_offline.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/2n_2h_offline.json -------------------------------------------------------------------------------- /ready_models/2n_3h_oda.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/2n_3h_oda.h5 -------------------------------------------------------------------------------- /ready_models/2n_3h_oda.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/2n_3h_oda.json -------------------------------------------------------------------------------- /ready_models/3n_2h_offline.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/3n_2h_offline.h5 -------------------------------------------------------------------------------- /ready_models/3n_2h_offline.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/3n_2h_offline.json -------------------------------------------------------------------------------- /ready_models/3n_3h_oda.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/3n_3h_oda.h5 -------------------------------------------------------------------------------- /ready_models/3n_3h_oda.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/3n_3h_oda.json -------------------------------------------------------------------------------- /ready_models/4n_2h_offline.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/4n_2h_offline.h5 -------------------------------------------------------------------------------- /ready_models/4n_2h_offline.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/4n_2h_offline.json -------------------------------------------------------------------------------- /ready_models/4n_3h_oda.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/4n_3h_oda.h5 -------------------------------------------------------------------------------- /ready_models/4n_3h_oda.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/4n_3h_oda.json -------------------------------------------------------------------------------- /ready_models/5n_2h_offline.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/5n_2h_offline.h5 -------------------------------------------------------------------------------- /ready_models/5n_2h_offline.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/5n_2h_offline.json -------------------------------------------------------------------------------- /ready_models/5n_3h_oda.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/5n_3h_oda.h5 -------------------------------------------------------------------------------- /ready_models/5n_3h_oda.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/5n_3h_oda.json -------------------------------------------------------------------------------- /ready_models/MTL_2n.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_2n.h5 -------------------------------------------------------------------------------- /ready_models/MTL_2n.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_2n.json -------------------------------------------------------------------------------- /ready_models/MTL_3n.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_3n.h5 -------------------------------------------------------------------------------- /ready_models/MTL_3n.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_3n.json -------------------------------------------------------------------------------- /ready_models/MTL_4n.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_4n.h5 -------------------------------------------------------------------------------- /ready_models/MTL_4n.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_4n.json -------------------------------------------------------------------------------- /ready_models/MTL_5n.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_5n.h5 -------------------------------------------------------------------------------- /ready_models/MTL_5n.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/ready_models/MTL_5n.json -------------------------------------------------------------------------------- /results/2nodes_results.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/results/2nodes_results.csv -------------------------------------------------------------------------------- /results/3nodes_results.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/results/3nodes_results.csv -------------------------------------------------------------------------------- /results/4nodes_results.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/results/4nodes_results.csv -------------------------------------------------------------------------------- /results/5nodes_results.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/results/5nodes_results.csv -------------------------------------------------------------------------------- /results/8nodes_results.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/results/8nodes_results.csv -------------------------------------------------------------------------------- /utils/cost_calc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/utils/cost_calc.py -------------------------------------------------------------------------------- /utils/dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/utils/dataset.py -------------------------------------------------------------------------------- /utils/dataset_generate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/utils/dataset_generate.py -------------------------------------------------------------------------------- /utils/gekko_co_gen.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/utils/gekko_co_gen.py -------------------------------------------------------------------------------- /utils/loss_function.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/utils/loss_function.py -------------------------------------------------------------------------------- /utils/model_op.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qiyu3816/MTFNN-CO/HEAD/utils/model_op.py --------------------------------------------------------------------------------