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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,67 @@ | ||
| { | ||
| "env_config_base": { | ||
| "obs_elements": [ | ||
| "backlog_services_requests_frac", | ||
| "nodes_requests", | ||
| "nodes_usages" | ||
| ], | ||
| "penalty_illegal": -1, | ||
| "penalty_u": 0, | ||
| "penalty_c": 0, | ||
| "penalty_cv": 0.75, | ||
| "penalty_v": 0, | ||
| "penalty_g": 0, | ||
| "penalty_p": 0.75, | ||
| "reward_var_illegal_1": 0.1, | ||
| "reward_var_u_1": 0.1, | ||
| "reward_var_c_1": 0.1, | ||
| "reward_var_cv_1": 0.0001, | ||
| "reward_var_v_1": 0.3, | ||
| "reward_var_g_1": 25, | ||
| "reward_var_p_1": 4, | ||
| "reward_var_illegal_2": 1.05, | ||
| "reward_var_u_2": 1.05, | ||
| "reward_var_c_2": 0, | ||
| "reward_var_cv_2": 1, | ||
| "reward_var_v_2": 1, | ||
| "reward_var_g_2": 1, | ||
| "reward_var_p_2": 1, | ||
| "reward_option": "proposed", | ||
| "no_action_on_overloaded": true, | ||
| "episode_length": 100, | ||
| "max_services_nodes": 10, | ||
| "discrete_actions": false, | ||
| "backlog_size": {"grid_search": [2, 4, 8, 16]}, | ||
| "seed": 1204, | ||
| "target_utilization": [0.1, 0.1], | ||
| "job_arrival":{ | ||
| "mode": "fixed", | ||
| "interval": {"grid_search": [5, 10, 30, 60]} | ||
| }, | ||
| "kube":{ | ||
| "admin_config": "~/.kube/config", | ||
| "service_image": "sdghafouri/service", | ||
| "namespace": "consolidation", | ||
| "clean_after_exit": true, | ||
| "utilization_image": "sdghafouri/utilization-server" | ||
| } | ||
| }, | ||
| "run_or_experiment": "DQN", | ||
| "learn_config": { | ||
| "num_gpus": 0.25, | ||
| "train_batch_size": 100, | ||
| "model": { | ||
| "fcnet_hiddens": [64, 64], | ||
| "fcnet_activation": "linear", | ||
| "vf_share_layers": true | ||
| }, | ||
| "gamma": 0.9, | ||
| "lr": 0.0003, | ||
| "num_workers": 3, | ||
| "observation_filter": "MeanStdFilter", | ||
| "seed": 203 | ||
| }, | ||
| "stop": { | ||
| "timesteps_total": 300000 | ||
| } | ||
| } |
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,67 @@ | ||
| { | ||
| "env_config_base": { | ||
| "obs_elements": [ | ||
| "backlog_services_requests_frac", | ||
| "nodes_requests", | ||
| "nodes_usages" | ||
| ], | ||
| "penalty_illegal": -1, | ||
| "penalty_u": 0, | ||
| "penalty_c": 0, | ||
| "penalty_cv": 1, | ||
| "penalty_v": 0, | ||
| "penalty_g": 0, | ||
| "penalty_p": 0, | ||
| "reward_var_illegal_1": 0.1, | ||
| "reward_var_u_1": 0.1, | ||
| "reward_var_c_1": 0.1, | ||
| "reward_var_cv_1": 0.0001, | ||
| "reward_var_v_1": 0.3, | ||
| "reward_var_g_1": 25, | ||
| "reward_var_p_1": 4, | ||
| "reward_var_illegal_2": 1.05, | ||
| "reward_var_u_2": 1.05, | ||
| "reward_var_c_2": 0, | ||
| "reward_var_cv_2": 1, | ||
| "reward_var_v_2": 1, | ||
| "reward_var_g_2": 1, | ||
| "reward_var_p_2": 1, | ||
| "reward_option": "proposed", | ||
| "no_action_on_overloaded": true, | ||
| "episode_length": 100, | ||
| "max_services_nodes": 10, | ||
| "discrete_actions": false, | ||
| "backlog_size": {"grid_search": [2, 4, 8, 16]}, | ||
| "seed": 1204, | ||
| "target_utilization": [0.1, 0.1], | ||
| "job_arrival":{ | ||
| "mode": "fixed", | ||
| "interval": {"grid_search": [5, 10, 30, 60]} | ||
| }, | ||
| "kube":{ | ||
| "admin_config": "~/.kube/config", | ||
| "service_image": "sdghafouri/service", | ||
| "namespace": "consolidation", | ||
| "clean_after_exit": true, | ||
| "utilization_image": "sdghafouri/utilization-server" | ||
| } | ||
| }, | ||
| "run_or_experiment": "DQN", | ||
| "learn_config": { | ||
| "num_gpus": 0.25, | ||
| "train_batch_size": 100, | ||
| "model": { | ||
| "fcnet_hiddens": [64, 64], | ||
| "fcnet_activation": "linear", | ||
| "vf_share_layers": true | ||
| }, | ||
| "gamma": 0.9, | ||
| "lr": 0.0003, | ||
| "num_workers": 3, | ||
| "observation_filter": "MeanStdFilter", | ||
| "seed": 203 | ||
| }, | ||
| "stop": { | ||
| "timesteps_total": 300000 | ||
| } | ||
| } |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,67 @@ | ||
| { | ||
| "env_config_base": { | ||
| "obs_elements": [ | ||
| "backlog_services_requests_frac", | ||
| "nodes_requests", | ||
| "nodes_usages" | ||
| ], | ||
| "penalty_illegal": -1, | ||
| "penalty_u": 0, | ||
| "penalty_c": 0, | ||
| "penalty_cv": 0, | ||
| "penalty_v": 0, | ||
| "penalty_g": 0, | ||
| "penalty_p": 1, | ||
| "reward_var_illegal_1": 0.1, | ||
| "reward_var_u_1": 0.1, | ||
| "reward_var_c_1": 0.1, | ||
| "reward_var_cv_1": 0.0001, | ||
| "reward_var_v_1": 0.3, | ||
| "reward_var_g_1": 25, | ||
| "reward_var_p_1": 4, | ||
| "reward_var_illegal_2": 1.05, | ||
| "reward_var_u_2": 1.05, | ||
| "reward_var_c_2": 0, | ||
| "reward_var_cv_2": 1, | ||
| "reward_var_v_2": 1, | ||
| "reward_var_g_2": 1, | ||
| "reward_var_p_2": 1, | ||
| "reward_option": "proposed", | ||
| "no_action_on_overloaded": true, | ||
| "episode_length": 100, | ||
| "max_services_nodes": 10, | ||
| "discrete_actions": false, | ||
| "backlog_size": {"grid_search": [2, 4, 8, 16]}, | ||
| "seed": 1204, | ||
| "target_utilization": [0.1, 0.1], | ||
| "job_arrival":{ | ||
| "mode": "fixed", | ||
| "interval": {"grid_search": [5, 10, 30, 60]} | ||
| }, | ||
| "kube":{ | ||
| "admin_config": "~/.kube/config", | ||
| "service_image": "sdghafouri/service", | ||
| "namespace": "consolidation", | ||
| "clean_after_exit": true, | ||
| "utilization_image": "sdghafouri/utilization-server" | ||
| } | ||
| }, | ||
| "run_or_experiment": "DQN", | ||
| "learn_config": { | ||
| "num_gpus": 0.25, | ||
| "train_batch_size": 100, | ||
| "model": { | ||
| "fcnet_hiddens": [64, 64], | ||
| "fcnet_activation": "linear", | ||
| "vf_share_layers": true | ||
| }, | ||
| "gamma": 0.9, | ||
| "lr": 0.0001, | ||
| "num_workers": 3, | ||
| "observation_filter": "MeanStdFilter", | ||
| "seed": 203 | ||
| }, | ||
| "stop": { | ||
| "timesteps_total": 300000 | ||
| } | ||
| } |
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