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[Feature] SAC compatibility with compile #2655

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merged 6 commits into from
Dec 16, 2024
Merged

[Feature] SAC compatibility with compile #2655

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vmoens Dec 16, 2024
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vmoens Dec 16, 2024
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vmoens Dec 16, 2024
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vmoens Dec 16, 2024
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[ghstack-poisoned]
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@vmoens
vmoens committed Dec 16, 2024
commit db873fc3ca4b1449c618ebfb411d3d95083dc22d
11 changes: 7 additions & 4 deletions sota-implementations/sac/utils.py
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Original file line number Diff line number Diff line change
Expand Up @@ -11,8 +11,11 @@
from tensordict.nn.distributions import NormalParamExtractor
from torch import nn, optim
from torchrl.collectors import SyncDataCollector
from torchrl.data import TensorDictPrioritizedReplayBuffer, TensorDictReplayBuffer
from torchrl.data.replay_buffers.storages import LazyMemmapStorage
from torchrl.data import (
LazyTensorStorage,
TensorDictPrioritizedReplayBuffer,
TensorDictReplayBuffer,
)
from torchrl.envs import (
CatTensors,
Compose,
Expand Down Expand Up @@ -141,7 +144,7 @@ def make_replay_buffer(
beta=0.5,
pin_memory=False,
prefetch=prefetch,
storage=LazyMemmapStorage(
storage=LazyTensorStorage(
buffer_size,
scratch_dir=scratch_dir,
device=device,
Expand All @@ -152,7 +155,7 @@ def make_replay_buffer(
replay_buffer = TensorDictReplayBuffer(
pin_memory=False,
prefetch=prefetch,
storage=LazyMemmapStorage(
storage=LazyTensorStorage(
buffer_size,
scratch_dir=scratch_dir,
device=device,
Expand Down
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