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[XCS][ttx] optimize ResidualAddLayerNorm operater performance #404

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[XCS][ttx] optimize ResidualAddLayerNorm operater performance #404

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1 change: 1 addition & 0 deletions mojo_opset/backends/ttx/kernels/__init__.py
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Original file line number Diff line number Diff line change
Expand Up @@ -61,6 +61,7 @@ def _not_impl(*args, **kwargs):
layernorm_fwd_impl = _get_kernel_impl(ttx_backend_module, "layernorm_fwd_impl")
fused_add_rmsnorm_infer_impl = _get_kernel_impl(ttx_backend_module, "fused_add_rmsnorm_infer_impl")
fused_add_layernorm_infer_impl = _get_kernel_impl(ttx_backend_module, "fused_add_layernorm_infer_impl")
fused_add_layernorm_tle_infer_impl = _get_kernel_impl(ttx_backend_module, "fused_add_layernorm_tle_infer_impl")

paged_attention_prefill_impl = _get_kernel_impl(ttx_backend_module, "paged_attention_prefill_impl")
paged_attention_prefill_with_kv_dequant_impl = _get_kernel_impl(ttx_backend_module, "paged_attention_prefill_with_kv_dequant_impl")
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2 changes: 2 additions & 0 deletions mojo_opset/backends/ttx/kernels/npu/__init__.py
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Expand Up @@ -6,6 +6,7 @@
from .flash_attention import paged_attention_decode_impl
from .flash_attention import paged_attention_prefill_impl
from .fused_add_layernorm import fused_add_layernorm_infer_impl
from .fused_add_layernorm_tle import fused_add_layernorm_infer_impl as fused_add_layernorm_tle_infer_impl
from .fused_add_rmsnorm import fused_add_rmsnorm_infer_impl
from .fused_linear_cross_entropy import fused_linear_cross_entropy_1d_bwd_impl
from .fused_linear_cross_entropy import fused_linear_cross_entropy_1d_fwd_impl
Expand Down Expand Up @@ -93,6 +94,7 @@
"layernorm_fwd_impl",
"fused_add_rmsnorm_infer_impl",
"fused_add_layernorm_infer_impl",
"fused_add_layernorm_tle_infer_impl",
"rot_pos_embed_impl",
"rope_bwd_impl",
"rope_fwd_impl",
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