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< div class = "textblock" > < code > #include " < a class = "el" href = "backend_2metal_2kernels_2steel_2utils_8h_source.html" > mlx/backend/metal/kernels/steel/utils.h< / a > " < / code > < br / >
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Classes< / h2 > < / td > < / tr >
< tr class = "memitem:" > < td class = "memItemLeft" align = "right" valign = "top" > struct   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "struct___no_mask.html" > _NoMask< / a > < / td > < / tr >
< tr class = "separator:" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:" > < td class = "memItemLeft" align = "right" valign = "top" > struct   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "struct_scale_op.html" > ScaleOp< OutT, InT > < / a > < / td > < / tr >
< tr class = "separator:" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:" > < td class = "memItemLeft" align = "right" valign = "top" > struct   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "struct_g_e_m_v_kernel.html" > GEMVKernel< T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN > < / a > < / td > < / tr >
< tr class = "separator:" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:" > < td class = "memItemLeft" align = "right" valign = "top" > struct   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "struct_g_e_m_v_t_kernel.html" > GEMVTKernel< T, out_mask_t, op_mask_t, BM, BN, SM, SN, TM, TN > < / a > < / td > < / tr >
< tr class = "memdesc:" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Vector matrix multiplication. < a href = "struct_g_e_m_v_t_kernel.html#details" > More...< / a > < br / > < / td > < / tr >
< tr class = "separator:" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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Macros< / h2 > < / td > < / tr >
< tr class = "memitem:a0386011c52d03e60885a31e6fbd903dd" id = "r_a0386011c52d03e60885a31e6fbd903dd" > < td class = "memItemLeft" align = "right" valign = "top" > #define  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "#a0386011c52d03e60885a31e6fbd903dd" > MLX_MTL_CONST< / a >       static constant constexpr const< / td > < / tr >
< tr class = "separator:a0386011c52d03e60885a31e6fbd903dd" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:a069b682d7d21827461544817d722bfd3" id = "r_a069b682d7d21827461544817d722bfd3" > < td class = "memItemLeft" align = "right" valign = "top" > #define  < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "#a069b682d7d21827461544817d722bfd3" > MLX_MTL_PRAGMA_UNROLL< / a >       _Pragma(" clang loop unroll(full)" )< / td > < / tr >
< tr class = "separator:a069b682d7d21827461544817d722bfd3" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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Typedefs< / h2 > < / td > < / tr >
< tr class = "memitem:a1480c8cdff1cae1462a5a71632969bca" id = "r_a1480c8cdff1cae1462a5a71632969bca" > < td class = "memItemLeft" align = "right" valign = "top" > typedef struct < a class = "el" href = "struct___no_mask.html" > _NoMask< / a >   < / td > < td class = "memItemRight" valign = "bottom" > < a class = "el" href = "#a1480c8cdff1cae1462a5a71632969bca" > nomask_t< / a > < / td > < / tr >
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Functions< / h2 > < / td > < / tr >
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< tr class = "memitem:af890b6ac155165f8ee0c600363938341" id = "r_af890b6ac155165f8ee0c600363938341" > < td class = "memTemplParams" colspan = "2" > template< typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, const bool kDoNCBatch> < / td > < / tr >
< tr class = "memitem:af890b6ac155165f8ee0c600363938341" > < td class = "memTemplItemLeft" align = "right" valign = "top" > void  < / td > < td class = "memTemplItemRight" valign = "bottom" > < a class = "el" href = "#af890b6ac155165f8ee0c600363938341" > gemv_masked< / a > (const device T *mat, const device T *in_vec, device T *out_vec, const constant int & in_vec_size, const constant int & out_vec_size, const constant int & marix_ld, const constant int & batch_ndim, const constant int *batch_shape, const constant int64_t *vector_batch_stride, const constant int64_t *matrix_batch_stride, const device out_mask_t *out_mask, const device op_mask_t *mat_mask, const device op_mask_t *vec_mask, const constant int *mask_strides, const constant int64_t *mask_batch_strides, uint3 tid, uint3 lid, uint simd_gid, uint simd_lid)< / td > < / tr >
< tr class = "memdesc:af890b6ac155165f8ee0c600363938341" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Matrix vector multiplication. < br / > < / td > < / tr >
< tr class = "separator:af890b6ac155165f8ee0c600363938341" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
< tr class = "memitem:ae5b4a5124ddf92a984258a0be1ff0f4f" id = "r_ae5b4a5124ddf92a984258a0be1ff0f4f" > < td class = "memTemplParams" colspan = "2" > template< typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, const bool kDoNCBatch> < / td > < / tr >
< tr class = "memitem:ae5b4a5124ddf92a984258a0be1ff0f4f" > < td class = "memTemplItemLeft" align = "right" valign = "top" > void  < / td > < td class = "memTemplItemRight" valign = "bottom" > < a class = "el" href = "#ae5b4a5124ddf92a984258a0be1ff0f4f" > gemv_t_masked< / a > (const device T *mat, const device T *in_vec, device T *out_vec, const constant int & in_vec_size, const constant int & out_vec_size, const constant int & marix_ld, const constant int & batch_ndim, const constant int *batch_shape, const constant int64_t *vector_batch_stride, const constant int64_t *matrix_batch_stride, const device out_mask_t *out_mask, const device op_mask_t *mat_mask, const device op_mask_t *vec_mask, const constant int *mask_strides, const constant int64_t *mask_batch_strides, uint3 tid, uint3 lid, uint simd_gid, uint simd_lid)< / td > < / tr >
< tr class = "memdesc:ae5b4a5124ddf92a984258a0be1ff0f4f" > < td class = "mdescLeft" >   < / td > < td class = "mdescRight" > Vector matrix multiplication. < br / > < / td > < / tr >
< tr class = "separator:ae5b4a5124ddf92a984258a0be1ff0f4f" > < td class = "memSeparator" colspan = "2" >   < / td > < / tr >
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< / table >
< h2 class = "groupheader" > Macro Definition Documentation< / h2 >
< a id = "a0386011c52d03e60885a31e6fbd903dd" name = "a0386011c52d03e60885a31e6fbd903dd" > < / a >
< h2 class = "memtitle" > < span class = "permalink" > < a href = "#a0386011c52d03e60885a31e6fbd903dd" > ◆   < / a > < / span > MLX_MTL_CONST< / h2 >
< div class = "memitem" >
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< td class = "memname" > #define MLX_MTL_CONST      static constant constexpr const< / td >
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< a id = "a069b682d7d21827461544817d722bfd3" name = "a069b682d7d21827461544817d722bfd3" > < / a >
< h2 class = "memtitle" > < span class = "permalink" > < a href = "#a069b682d7d21827461544817d722bfd3" > ◆   < / a > < / span > MLX_MTL_PRAGMA_UNROLL< / h2 >
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
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< td class = "memname" > #define MLX_MTL_PRAGMA_UNROLL      _Pragma(" clang loop unroll(full)" )< / td >
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< h2 class = "groupheader" > Typedef Documentation< / h2 >
< a id = "a1480c8cdff1cae1462a5a71632969bca" name = "a1480c8cdff1cae1462a5a71632969bca" > < / a >
< h2 class = "memtitle" > < span class = "permalink" > < a href = "#a1480c8cdff1cae1462a5a71632969bca" > ◆   < / a > < / span > nomask_t< / h2 >
< div class = "memitem" >
< div class = "memproto" >
< table class = "memname" >
< tr >
< td class = "memname" > typedef struct < a class = "el" href = "struct___no_mask.html" > _NoMask< / a > < a class = "el" href = "#a1480c8cdff1cae1462a5a71632969bca" > nomask_t< / a > < / td >
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< h2 class = "groupheader" > Function Documentation< / h2 >
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< a id = "af890b6ac155165f8ee0c600363938341" name = "af890b6ac155165f8ee0c600363938341" > < / a >
< h2 class = "memtitle" > < span class = "permalink" > < a href = "#af890b6ac155165f8ee0c600363938341" > ◆   < / a > < / span > gemv_masked()< / h2 >
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< div class = "memitem" >
< div class = "memproto" >
< div class = "memtemplate" >
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template< typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, const bool kDoNCBatch> < / div >
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< table class = "memname" >
< tr >
< td class = "memname" > void gemv_masked < / td >
< td > (< / td >
< td class = "paramtype" > const device T *< / td > < td class = "paramname" > < span class = "paramname" > < em > mat< / em > < / span > , < / td >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > const device T *< / td > < td class = "paramname" > < span class = "paramname" > < em > in_vec< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > device T *< / td > < td class = "paramname" > < span class = "paramname" > < em > out_vec< / em > < / span > , < / td >
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< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > in_vec_size< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > out_vec_size< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > marix_ld< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > batch_ndim< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int *< / td > < td class = "paramname" > < span class = "paramname" > < em > batch_shape< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > const constant int64_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > vector_batch_stride< / em > < / span > , < / td >
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< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
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< td class = "paramtype" > const constant int64_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > matrix_batch_stride< / em > < / span > , < / td >
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< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const device out_mask_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > out_mask< / em > < / span > , < / td >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > const device op_mask_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > mat_mask< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const device op_mask_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > vec_mask< / em > < / span > , < / td >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > const constant int *< / td > < td class = "paramname" > < span class = "paramname" > < em > mask_strides< / em > < / span > , < / td >
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< td class = "paramtype" > const constant int64_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > mask_batch_strides< / em > < / span > , < / td >
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< / tr >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > uint3< / td > < td class = "paramname" > < span class = "paramname" > < em > tid< / em > < / span > , < / td >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > uint3< / td > < td class = "paramname" > < span class = "paramname" > < em > lid< / em > < / span > , < / td >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > uint< / td > < td class = "paramname" > < span class = "paramname" > < em > simd_gid< / em > < / span > , < / td >
< / tr >
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< td class = "paramkey" > < / td >
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< td class = "paramtype" > uint< / td > < td class = "paramname" > < span class = "paramname" > < em > simd_lid< / em > < / span >   )< / td >
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< / div > < div class = "memdoc" >
< p > Matrix vector multiplication. < / p >
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< a id = "ae5b4a5124ddf92a984258a0be1ff0f4f" name = "ae5b4a5124ddf92a984258a0be1ff0f4f" > < / a >
< h2 class = "memtitle" > < span class = "permalink" > < a href = "#ae5b4a5124ddf92a984258a0be1ff0f4f" > ◆   < / a > < / span > gemv_t_masked()< / h2 >
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< div class = "memitem" >
< div class = "memproto" >
< div class = "memtemplate" >
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template< typename T, typename out_mask_t, typename op_mask_t, const int BM, const int BN, const int SM, const int SN, const int TM, const int TN, const bool kDoNCBatch> < / div >
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< table class = "memname" >
< tr >
< td class = "memname" > void gemv_t_masked < / td >
< td > (< / td >
< td class = "paramtype" > const device T *< / td > < td class = "paramname" > < span class = "paramname" > < em > mat< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const device T *< / td > < td class = "paramname" > < span class = "paramname" > < em > in_vec< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > device T *< / td > < td class = "paramname" > < span class = "paramname" > < em > out_vec< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > in_vec_size< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > out_vec_size< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > marix_ld< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int & < / td > < td class = "paramname" > < span class = "paramname" > < em > batch_ndim< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int *< / td > < td class = "paramname" > < span class = "paramname" > < em > batch_shape< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
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< td class = "paramtype" > const constant int64_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > vector_batch_stride< / em > < / span > , < / td >
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< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
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< td class = "paramtype" > const constant int64_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > matrix_batch_stride< / em > < / span > , < / td >
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< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const device out_mask_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > out_mask< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const device op_mask_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > mat_mask< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const device op_mask_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > vec_mask< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > const constant int *< / td > < td class = "paramname" > < span class = "paramname" > < em > mask_strides< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
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< td class = "paramtype" > const constant int64_t *< / td > < td class = "paramname" > < span class = "paramname" > < em > mask_batch_strides< / em > < / span > , < / td >
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< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > uint3< / td > < td class = "paramname" > < span class = "paramname" > < em > tid< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > uint3< / td > < td class = "paramname" > < span class = "paramname" > < em > lid< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > uint< / td > < td class = "paramname" > < span class = "paramname" > < em > simd_gid< / em > < / span > , < / td >
< / tr >
< tr >
< td class = "paramkey" > < / td >
< td > < / td >
< td class = "paramtype" > uint< / td > < td class = "paramname" > < span class = "paramname" > < em > simd_lid< / em > < / span >   )< / td >
< / tr >
< / table >
< / div > < div class = "memdoc" >
< p > Vector matrix multiplication. < / p >
< / div >
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< / div > <!-- doc - content -->
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