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e19323e | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 | # Copyright (c) 2023-2026, Songlin Yang, Yu Zhang, Zhiyuan Li
#
# This source code is licensed under the MIT license found in the
# LICENSE file in the root directory of this source tree.
# For a list of all contributors, visit:
# https://github.com/fla-org/flash-linear-attention/graphs/contributors
from .abc import chunk_abc
from .attn import parallel_attn
from .attnres import fused_attnres
from .based import fused_chunk_based, parallel_based
from .comba import chunk_comba, fused_recurrent_comba
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, chunk_gdn, fused_recurrent_gated_delta_rule, fused_recurrent_gdn
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 .kda import chunk_kda, fused_recurrent_kda
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 .log_linear_attn import chunk_log_linear_attn
from .mesa_net import chunk_mesa_net
from .nsa import parallel_nsa
from .parallax import parallel_parallax
from .path_attn import parallel_path_attn
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_chunk_simple_gla, fused_recurrent_simple_gla, parallel_simple_gla
from .wall_attn import parallel_wall_attn, parallel_wall_attn_decode
__all__ = [
'chunk_abc',
'chunk_comba',
'chunk_delta_rule',
'chunk_dplr_delta_rule',
'chunk_gated_delta_rule',
'chunk_gdn',
'chunk_gla',
'chunk_gsa',
'chunk_iplr_delta_rule',
'chunk_kda',
'chunk_lightning_attn',
'chunk_linear_attn',
'chunk_log_linear_attn',
'chunk_mesa_net',
'chunk_retention',
'chunk_rwkv6',
'chunk_rwkv7',
'chunk_simple_gla',
'fused_attnres',
'fused_chunk_based',
'fused_chunk_delta_rule',
'fused_chunk_gla',
'fused_chunk_linear_attn',
'fused_chunk_retention',
'fused_chunk_simple_gla',
'fused_recurrent_comba',
'fused_recurrent_delta_rule',
'fused_recurrent_dplr_delta_rule',
'fused_recurrent_gated_delta_rule',
'fused_recurrent_gdn',
'fused_recurrent_gla',
'fused_recurrent_gsa',
'fused_recurrent_hgrn',
'fused_recurrent_iplr_delta_rule',
'fused_recurrent_kda',
'fused_recurrent_lightning_attn',
'fused_recurrent_linear_attn',
'fused_recurrent_retention',
'fused_recurrent_rwkv6',
'fused_recurrent_rwkv7',
'fused_recurrent_simple_gla',
'parallel_attn',
'parallel_based',
'parallel_forgetting_attn',
'parallel_nsa',
'parallel_parallax',
'parallel_path_attn',
'parallel_retention',
'parallel_simple_gla',
'parallel_wall_attn',
'parallel_wall_attn_decode',
]
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