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# -*- coding: utf-8 -*-
from .abc import chunk_abc
from .attn import parallel_attn, parallel_rectified_attn, parallel_softpick_attn, naive_attn, naive_rectified_attn, naive_softpick_attn
from .based import fused_chunk_based, parallel_based
from .delta_rule import chunk_delta_rule, fused_chunk_delta_rule, fused_recurrent_delta_rule
from .forgetting_attn import parallel_forgetting_attn
from .gated_delta_rule import chunk_gated_delta_rule, fused_recurrent_gated_delta_rule
from .generalized_delta_rule import (
chunk_dplr_delta_rule,
chunk_iplr_delta_rule,
fused_recurrent_dplr_delta_rule,
fused_recurrent_iplr_delta_rule
)
from .gla import chunk_gla, fused_chunk_gla, fused_recurrent_gla
from .gsa import chunk_gsa, fused_recurrent_gsa
from .hgrn import fused_recurrent_hgrn
from .lightning_attn import chunk_lightning_attn, fused_recurrent_lightning_attn
from .linear_attn import chunk_linear_attn, fused_chunk_linear_attn, fused_recurrent_linear_attn
from .nsa import parallel_nsa
from .retention import chunk_retention, fused_chunk_retention, fused_recurrent_retention, parallel_retention
from .rwkv6 import chunk_rwkv6, fused_recurrent_rwkv6
from .rwkv7 import chunk_rwkv7, fused_recurrent_rwkv7
from .simple_gla import chunk_simple_gla, fused_recurrent_simple_gla, parallel_simple_gla
__all__ = [
'chunk_abc',
'parallel_attn', 'parallel_rectified_attn', 'parallel_softpick_attn',
'naive_attn', 'naive_rectified_attn', 'naive_softpick_attn',
'fused_chunk_based', 'parallel_based',
'chunk_delta_rule', 'fused_chunk_delta_rule', 'fused_recurrent_delta_rule',
'parallel_forgetting_attn',
'chunk_gated_delta_rule', 'fused_recurrent_gated_delta_rule',
'chunk_dplr_delta_rule', 'chunk_iplr_delta_rule',
'fused_recurrent_dplr_delta_rule', 'fused_recurrent_iplr_delta_rule',
'chunk_gla', 'fused_chunk_gla', 'fused_recurrent_gla',
'chunk_gsa', 'fused_recurrent_gsa',
'fused_recurrent_hgrn',
'chunk_lightning_attn', 'fused_recurrent_lightning_attn',
'chunk_linear_attn', 'fused_chunk_linear_attn', 'fused_recurrent_linear_attn',
'parallel_nsa',
'chunk_retention', 'fused_chunk_retention', 'fused_recurrent_retention', 'parallel_retention',
'chunk_rwkv6', 'fused_recurrent_rwkv6',
'chunk_rwkv7', 'fused_recurrent_rwkv7',
'chunk_simple_gla', 'fused_recurrent_simple_gla', 'parallel_simple_gla',
]
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