├── .gitignore ├── LICENSE ├── README.md ├── code ├── .gitignore ├── LICENSE ├── README.md ├── alg │ ├── __init__.py │ ├── placement │ │ ├── __init__.py │ │ ├── base.py │ │ ├── consolidate.py │ │ ├── consolidate_random.py │ │ ├── greedy.py │ │ ├── local_search.py │ │ ├── policy.py │ │ └── random.py │ ├── scheduler │ │ ├── __init__.py │ │ ├── base.py │ │ ├── solver.py │ │ └── time_aware_with_lease.py │ └── utils │ │ ├── flow_solver.py │ │ └── topology.py ├── client │ ├── __init__.py │ ├── jobs.py │ ├── models.py │ ├── time_estimator.py │ └── users.py ├── data │ ├── exp │ │ ├── trace_job_Philly_MIX1.csv │ │ ├── trace_job_Philly_MIX2.csv │ │ └── trace_job_Philly_SLO.csv │ ├── model_info.json │ └── philly │ │ └── name.lst ├── main.py ├── options.py ├── run │ └── exp_cluster │ │ └── batch_run.sh ├── server │ ├── __init__.py │ ├── cluster.py │ ├── gpu.py │ ├── node.py │ ├── profiler.py │ └── switch.py ├── training_trace │ ├── stats-2 │ │ ├── a3c_arch_a3c_gpu_1.npy │ │ ├── a3c_arch_a3c_gpu_16.npy │ │ ├── a3c_arch_a3c_gpu_2.npy │ │ ├── a3c_arch_a3c_gpu_32.npy │ │ ├── a3c_arch_a3c_gpu_4.npy │ │ ├── a3c_arch_a3c_gpu_8.npy │ │ ├── gan_arch_Transformer_gpu_1.npy │ │ ├── gan_arch_Transformer_gpu_16.npy │ │ ├── gan_arch_Transformer_gpu_32.npy │ │ ├── gan_arch_Transformer_gpu_8.npy │ │ ├── gan_arch_gan_gpu_1.npy │ │ ├── gan_arch_gan_gpu_16.npy │ │ ├── gan_arch_gan_gpu_2.npy │ │ ├── gan_arch_gan_gpu_32.npy │ │ ├── gan_arch_gan_gpu_4.npy │ │ ├── gan_arch_gan_gpu_8.npy │ │ ├── imagenet_arch_inception_v3_gpu_1.npy │ │ ├── imagenet_arch_inception_v3_gpu_16.npy │ │ ├── imagenet_arch_inception_v3_gpu_32.npy │ │ ├── imagenet_arch_inception_v3_gpu_8.npy │ │ ├── imagenet_arch_resnet50_gpu_1.npy │ │ ├── imagenet_arch_resnet50_gpu_16.npy │ │ ├── imagenet_arch_resnet50_gpu_32.npy │ │ ├── imagenet_arch_resnet50_gpu_8.npy │ │ ├── imagenet_arch_vgg16_gpu_1.npy │ │ ├── imagenet_arch_vgg16_gpu_16.npy │ │ ├── imagenet_arch_vgg16_gpu_32.npy │ │ └── imagenet_arch_vgg16_gpu_8.npy │ └── stats │ │ ├── a3c_arch_a3c_gpu_1.npy │ │ ├── a3c_arch_a3c_gpu_16.npy │ │ ├── a3c_arch_a3c_gpu_2.npy │ │ ├── a3c_arch_a3c_gpu_4.npy │ │ ├── a3c_arch_a3c_gpu_8.npy │ │ ├── gan_arch_Transformer_gpu_1.npy │ │ ├── gan_arch_Transformer_gpu_16.npy │ │ ├── gan_arch_Transformer_gpu_2.npy │ │ ├── gan_arch_Transformer_gpu_4.npy │ │ ├── gan_arch_Transformer_gpu_8.npy │ │ ├── gan_arch_gan_gpu_1.npy │ │ ├── gan_arch_gan_gpu_16.npy │ │ ├── gan_arch_gan_gpu_2.npy │ │ ├── gan_arch_gan_gpu_4.npy │ │ ├── gan_arch_gan_gpu_8.npy │ │ ├── imagenet_arch_inception_v3_gpu_1.npy │ │ ├── imagenet_arch_inception_v3_gpu_16.npy │ │ ├── imagenet_arch_inception_v3_gpu_2.npy │ │ ├── imagenet_arch_inception_v3_gpu_4.npy │ │ ├── imagenet_arch_inception_v3_gpu_8.npy │ │ ├── imagenet_arch_resnet50_gpu_1.npy │ │ ├── imagenet_arch_resnet50_gpu_16.npy │ │ ├── imagenet_arch_resnet50_gpu_2.npy │ │ ├── imagenet_arch_resnet50_gpu_4.npy │ │ ├── imagenet_arch_resnet50_gpu_8.npy │ │ ├── imagenet_arch_vgg16_gpu_1.npy │ │ ├── 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