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Dipam Chakraborty
neurips-2020-procgen-competition
Commits
59d14f5b
Commit
59d14f5b
authored
Oct 29, 2020
by
Dipam Chakraborty
Browse files
multi optim
parent
fc7b6895
Changes
1
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experiments/custom-ppg.yaml
View file @
59d14f5b
...
...
@@ -45,13 +45,13 @@ procgen-ppo:
no_done_at_end
:
False
# Custom switches
skips
:
6
n_pi
:
1
0
num_retunes
:
1
6
retune_epochs
:
6
skips
:
2
n_pi
:
1
6
num_retunes
:
1
4
retune_epochs
:
7
standardize_rewards
:
True
aux_mbsize
:
2
aux_num_accumulates
:
4
aux_mbsize
:
4
aux_num_accumulates
:
2
augment_buffer
:
True
scale_reward
:
1.0
reset_returns
:
False
...
...
@@ -61,7 +61,7 @@ procgen-ppo:
value_lr
:
1.0e-3
same_lr_everywhere
:
False
aux_phase_mixed_precision
:
True
single_optimizer
:
Tru
e
single_optimizer
:
Fals
e
max_time
:
7200
pi_phase_mixed_precision
:
False
...
...
@@ -72,7 +72,7 @@ procgen-ppo:
entropy_schedule
:
False
# Memory management, if batch size overflow, batch splitting is done to handle it
max_minibatch_size
:
500
max_minibatch_size
:
1
500
updates_per_batch
:
8
normalize_actions
:
False
...
...
@@ -89,10 +89,8 @@ procgen-ppo:
model
:
custom_model
:
impala_torch_ppg
custom_model_config
:
# depths: [32, 64, 64]
# nlatents: 512
depths
:
[
64
,
128
,
128
]
nlatents
:
1024
depths
:
[
32
,
64
,
64
]
nlatents
:
512
init_normed
:
True
use_layernorm
:
False
diff_framestack
:
True
...
...
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