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Change training schedule
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yura-hb committed Apr 24, 2024
1 parent 07cda6e commit 1212bf4
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Showing 10 changed files with 35 additions and 35 deletions.
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Expand Up @@ -315,13 +315,13 @@ task:
# - *marl_dqn_2
- *dqn_3
# - *marl_dqn_4
- output_dir: 'GAT'
machine_agent:
parameters:
- *dqn_1_gat
# - *marl_dqn_2_gin
- *dqn_3_gat
# - *marl_dqn_4_gin
# - output_dir: 'GAT'
# machine_agent:
# parameters:
# - *dqn_1_gat
## - *marl_dqn_2_gin
# - *dqn_3_gat
## - *marl_dqn_4_gin
- output_dir: 'SAGE'
machine_agent:
parameters:
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Expand Up @@ -198,10 +198,10 @@ task:
machine_agent:
parameters:
*ppo_1
- output_dir: 'GAT'
machine_agent:
parameters:
*ppo_2
# - output_dir: 'GAT'
# machine_agent:
# parameters:
# *ppo_2
- output_dir: 'GCN'
machine_agent:
parameters:
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Expand Up @@ -307,20 +307,20 @@ task:
values:
values:
__concat__:
# - output_dir: 'Baseline'
# machine_agent:
# parameters:
# - *dqn_1
## - *marl_dqn_2
# - *dqn_3
## - *marl_dqn_4
# - output_dir: 'All'
# machine_agent:
# parameters:
# - *dqn_1_all
## - *marl_dqn_2_all
# - *dqn_3_all
## - *marl_dqn_4_all
- output_dir: 'Baseline'
machine_agent:
parameters:
- *dqn_1
# - *marl_dqn_2
- *dqn_3
# - *marl_dqn_4
- output_dir: 'All'
machine_agent:
parameters:
- *dqn_1_all
# - *marl_dqn_2_all
- *dqn_3_all
# - *marl_dqn_4_all
- output_dir: 'Flexible'
machine_agent:
parameters:
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Expand Up @@ -206,10 +206,10 @@ task:
machine_agent:
parameters:
*ppo_3
- output_dir: 'Flexible GAT'
machine_agent:
parameters:
*ppo_4
# - output_dir: 'Flexible GAT'
# machine_agent:
# parameters:
# *ppo_4

tape:
machine_reward:
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Expand Up @@ -60,7 +60,7 @@ parameters:
kind: 'replay'
parameters:
size: 2048
batch_size: 192
batch_size: 256
prefetch: 8

loss:
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Expand Up @@ -61,7 +61,7 @@ parameters:
kind: 'replay'
parameters:
size: 2048
batch_size: 192
batch_size: 256
prefetch: 8

loss:
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Expand Up @@ -49,7 +49,7 @@ parameters:
kind: 'ppo'
parameters:
device: 'cpu'
sample_count: 192
sample_count: 256
policy_step_ratio: 0.2
entropy_regularization: 0.01
rollback_ratio: 0.00
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Expand Up @@ -60,7 +60,7 @@ parameters:
kind: 'replay'
parameters:
size: 2048
batch_size: 192
batch_size: 256
prefetch: 8

loss:
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Expand Up @@ -61,7 +61,7 @@ parameters:
kind: 'replay'
parameters:
size: 2048
batch_size: 192
batch_size: 256
prefetch: 8

loss:
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Expand Up @@ -49,7 +49,7 @@ parameters:
kind: 'ppo'
parameters:
device: 'cpu'
sample_count: 192
sample_count: 256
policy_step_ratio: 0.2
entropy_regularization: 0.01
rollback_ratio: 0.00
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