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< a href = "attn_2params_8h.html" > Go to the documentation of this file.< / a > < div class = "fragment" > < div class = "line" > < a id = "l00001" name = "l00001" > < / a > < span class = "lineno" > 1< / span > < span class = "comment" > // Copyright © 2024 Apple Inc.< / span > < / div >
< div class = "line" > < a id = "l00002" name = "l00002" > < / a > < span class = "lineno" > 2< / span > < / div >
< div class = "line" > < a id = "l00003" name = "l00003" > < / a > < span class = "lineno" > 3< / span > < span class = "preprocessor" > #pragma once< / span > < / div >
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< div class = "line" > < a id = "l00004" name = "l00004" > < / a > < span class = "lineno" > 4< / span > < / div >
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< div class = "line" > < a id = "l00006" name = "l00006" > < / a > < span class = "lineno" > 6< / span > < span class = "comment" > // Attn param classes< / span > < / div >
< div class = "line" > < a id = "l00008" name = "l00008" > < / a > < span class = "lineno" > 8< / span > < / div >
< div class = "line" > < a id = "l00009" name = "l00009" > < / a > < span class = "lineno" > 9< / span > < span class = "keyword" > namespace < / span > < a class = "code hl_namespace" href = "namespacemlx.html" > mlx< / a > {< / div >
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< div class = "line" > < a id = "l00010" name = "l00010" > < / a > < span class = "lineno" > 10< / span > < span class = "keyword" > namespace < / span > < a class = "code hl_namespace" href = "namespacemlx_1_1steel.html" > steel< / a > {< / div >
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< div class = "line" > < a id = "l00011" name = "l00011" > < / a > < span class = "lineno" > 11< / span > < / div >
< div class = "foldopen" id = "foldopen00012" data-start = "{" data-end = "};" >
< div class = "line" > < a id = "l00012" name = "l00012" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html" > 12< / a > < / span > < span class = "keyword" > struct < / span > < a class = "code hl_struct" href = "structmlx_1_1steel_1_1_attn_params.html" > AttnParams< / a > {< / div >
< div class = "line" > < a id = "l00013" name = "l00013" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a1cba7fedbd02e157922619195997cf4f" > 13< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a1cba7fedbd02e157922619195997cf4f" > B< / a > ; < / div >
< div class = "line" > < a id = "l00014" name = "l00014" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a3d286a0c27bace6016ed7a87f43291b7" > 14< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a3d286a0c27bace6016ed7a87f43291b7" > H< / a > ; < / div >
< div class = "line" > < a id = "l00015" name = "l00015" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a07ae31628e43e09bce533c7682c8dae3" > 15< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a07ae31628e43e09bce533c7682c8dae3" > D< / a > ; < / div >
< div class = "line" > < a id = "l00016" name = "l00016" > < / a > < span class = "lineno" > 16< / span > < / div >
< div class = "line" > < a id = "l00017" name = "l00017" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a59255882cbd78bb6f15e704e3a356a7f" > 17< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a59255882cbd78bb6f15e704e3a356a7f" > qL< / a > ; < / div >
< div class = "line" > < a id = "l00018" name = "l00018" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a497b7404bcd25b535c3589c61f269f63" > 18< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a497b7404bcd25b535c3589c61f269f63" > kL< / a > ; < / div >
< div class = "line" > < a id = "l00019" name = "l00019" > < / a > < span class = "lineno" > 19< / span > < / div >
< div class = "line" > < a id = "l00020" name = "l00020" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a3b3e18cb993ab24819c852bc64288841" > 20< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a3b3e18cb993ab24819c852bc64288841" > gqa_factor< / a > ; < / div >
< div class = "line" > < a id = "l00021" name = "l00021" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#ad81bcd32e6ff8fec0000eca505fb6826" > 21< / a > < / span > < span class = "keywordtype" > float< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#ad81bcd32e6ff8fec0000eca505fb6826" > scale< / a > ; < / div >
< div class = "line" > < a id = "l00022" name = "l00022" > < / a > < span class = "lineno" > 22< / span > < / div >
< div class = "line" > < a id = "l00023" name = "l00023" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a48575afc94ab9ff74deaba61464e57a1" > 23< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a48575afc94ab9ff74deaba61464e57a1" > NQ< / a > ; < / div >
< div class = "line" > < a id = "l00024" name = "l00024" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a68a66e3fafa922dcfd1ab1f6bdc2375e" > 24< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a68a66e3fafa922dcfd1ab1f6bdc2375e" > NK< / a > ; < / div >
< div class = "line" > < a id = "l00025" name = "l00025" > < / a > < span class = "lineno" > 25< / span > < / div >
< div class = "line" > < a id = "l00026" name = "l00026" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a4cfd2ccb0fd7eb81c2a781a0614fdcbe" > 26< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a4cfd2ccb0fd7eb81c2a781a0614fdcbe" > NQ_aligned< / a > ; < / div >
< div class = "line" > < a id = "l00027" name = "l00027" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#aaf953954274794cfcb4e35e82d681b58" > 27< / a > < / span > < span class = "keywordtype" > int< / span > < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#aaf953954274794cfcb4e35e82d681b58" > NK_aligned< / a > ; < / div >
< div class = "line" > < a id = "l00028" name = "l00028" > < / a > < span class = "lineno" > 28< / span > < / div >
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< div class = "line" > < a id = "l00029" name = "l00029" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#a9150df3fb79de521bbccf57c43f6b092" > 29< / a > < / span > int64_t < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#a9150df3fb79de521bbccf57c43f6b092" > Q_strides< / a > [3]; < / div >
< div class = "line" > < a id = "l00030" name = "l00030" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#af71b762aa702a3ee592d2098a14b74a9" > 30< / a > < / span > int64_t < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#af71b762aa702a3ee592d2098a14b74a9" > K_strides< / a > [3]; < / div >
< div class = "line" > < a id = "l00031" name = "l00031" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#ad1495980297901b8ded1fb6dd73979b1" > 31< / a > < / span > int64_t < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#ad1495980297901b8ded1fb6dd73979b1" > V_strides< / a > [3]; < / div >
< div class = "line" > < a id = "l00032" name = "l00032" > < / a > < span class = "lineno" > < a class = "line" href = "structmlx_1_1steel_1_1_attn_params.html#ab210f29dcc3a732aba34894cd5a42cf7" > 32< / a > < / span > int64_t < a class = "code hl_variable" href = "structmlx_1_1steel_1_1_attn_params.html#ab210f29dcc3a732aba34894cd5a42cf7" > O_strides< / a > [3]; < / div >
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< div class = "line" > < a id = "l00033" name = "l00033" > < / a > < span class = "lineno" > 33< / span > };< / div >
< / div >
< div class = "line" > < a id = "l00034" name = "l00034" > < / a > < span class = "lineno" > 34< / span > < / div >
< div class = "line" > < a id = "l00035" name = "l00035" > < / a > < span class = "lineno" > 35< / span > } < span class = "comment" > // namespace steel< / span > < / div >
< div class = "line" > < a id = "l00036" name = "l00036" > < / a > < span class = "lineno" > 36< / span > } < span class = "comment" > // namespace mlx< / span > < / div >
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< div class = "ttc" id = "anamespacemlx_1_1steel_html" > < div class = "ttname" > < a href = "namespacemlx_1_1steel.html" > mlx::steel< / a > < / div > < div class = "ttdef" > < b > Definition< / b > attn.h:19< / div > < / div >
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< div class = "ttc" id = "anamespacemlx_html" > < div class = "ttname" > < a href = "namespacemlx.html" > mlx< / a > < / div > < div class = "ttdef" > < b > Definition< / b > allocator.h:7< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html" > mlx::steel::AttnParams< / a > < / div > < div class = "ttdef" > < b > Definition< / b > params.h:12< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a07ae31628e43e09bce533c7682c8dae3" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a07ae31628e43e09bce533c7682c8dae3" > mlx::steel::AttnParams::D< / a > < / div > < div class = "ttdeci" > int D< / div > < div class = "ttdoc" > Head Dim.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:15< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a1cba7fedbd02e157922619195997cf4f" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a1cba7fedbd02e157922619195997cf4f" > mlx::steel::AttnParams::B< / a > < / div > < div class = "ttdeci" > int B< / div > < div class = "ttdoc" > Batch Size.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:13< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a3b3e18cb993ab24819c852bc64288841" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a3b3e18cb993ab24819c852bc64288841" > mlx::steel::AttnParams::gqa_factor< / a > < / div > < div class = "ttdeci" > int gqa_factor< / div > < div class = "ttdoc" > Group Query factor.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:20< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a3d286a0c27bace6016ed7a87f43291b7" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a3d286a0c27bace6016ed7a87f43291b7" > mlx::steel::AttnParams::H< / a > < / div > < div class = "ttdeci" > int H< / div > < div class = "ttdoc" > Heads.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:14< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a48575afc94ab9ff74deaba61464e57a1" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a48575afc94ab9ff74deaba61464e57a1" > mlx::steel::AttnParams::NQ< / a > < / div > < div class = "ttdeci" > int NQ< / div > < div class = "ttdoc" > Number of query blocks.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:23< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a497b7404bcd25b535c3589c61f269f63" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a497b7404bcd25b535c3589c61f269f63" > mlx::steel::AttnParams::kL< / a > < / div > < div class = "ttdeci" > int kL< / div > < div class = "ttdoc" > Key Sequence Length.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:18< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a4cfd2ccb0fd7eb81c2a781a0614fdcbe" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a4cfd2ccb0fd7eb81c2a781a0614fdcbe" > mlx::steel::AttnParams::NQ_aligned< / a > < / div > < div class = "ttdeci" > int NQ_aligned< / div > < div class = "ttdoc" > Number of full query blocks.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:26< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a59255882cbd78bb6f15e704e3a356a7f" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a59255882cbd78bb6f15e704e3a356a7f" > mlx::steel::AttnParams::qL< / a > < / div > < div class = "ttdeci" > int qL< / div > < div class = "ttdoc" > Query Sequence Length.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:17< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a68a66e3fafa922dcfd1ab1f6bdc2375e" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a68a66e3fafa922dcfd1ab1f6bdc2375e" > mlx::steel::AttnParams::NK< / a > < / div > < div class = "ttdeci" > int NK< / div > < div class = "ttdoc" > Number of key/value blocks.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:24< / div > < / div >
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< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_a9150df3fb79de521bbccf57c43f6b092" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#a9150df3fb79de521bbccf57c43f6b092" > mlx::steel::AttnParams::Q_strides< / a > < / div > < div class = "ttdeci" > int64_t Q_strides[3]< / div > < div class = "ttdoc" > Query strides (B, H, L, D = 1)< / div > < div class = "ttdef" > < b > Definition< / b > params.h:29< / div > < / div >
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< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_aaf953954274794cfcb4e35e82d681b58" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#aaf953954274794cfcb4e35e82d681b58" > mlx::steel::AttnParams::NK_aligned< / a > < / div > < div class = "ttdeci" > int NK_aligned< / div > < div class = "ttdoc" > Number of full key/value blocks.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:27< / div > < / div >
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< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_ab210f29dcc3a732aba34894cd5a42cf7" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#ab210f29dcc3a732aba34894cd5a42cf7" > mlx::steel::AttnParams::O_strides< / a > < / div > < div class = "ttdeci" > int64_t O_strides[3]< / div > < div class = "ttdoc" > Output strides (B, H, L, D = 1)< / div > < div class = "ttdef" > < b > Definition< / b > params.h:32< / div > < / div >
< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_ad1495980297901b8ded1fb6dd73979b1" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#ad1495980297901b8ded1fb6dd73979b1" > mlx::steel::AttnParams::V_strides< / a > < / div > < div class = "ttdeci" > int64_t V_strides[3]< / div > < div class = "ttdoc" > Value strides (B, H, L, D = 1)< / div > < div class = "ttdef" > < b > Definition< / b > params.h:31< / div > < / div >
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< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_ad81bcd32e6ff8fec0000eca505fb6826" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#ad81bcd32e6ff8fec0000eca505fb6826" > mlx::steel::AttnParams::scale< / a > < / div > < div class = "ttdeci" > float scale< / div > < div class = "ttdoc" > Attention scale.< / div > < div class = "ttdef" > < b > Definition< / b > params.h:21< / div > < / div >
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< div class = "ttc" id = "astructmlx_1_1steel_1_1_attn_params_html_af71b762aa702a3ee592d2098a14b74a9" > < div class = "ttname" > < a href = "structmlx_1_1steel_1_1_attn_params.html#af71b762aa702a3ee592d2098a14b74a9" > mlx::steel::AttnParams::K_strides< / a > < / div > < div class = "ttdeci" > int64_t K_strides[3]< / div > < div class = "ttdoc" > Key strides (B, H, L, D = 1)< / div > < div class = "ttdef" > < b > Definition< / b > params.h:30< / div > < / div >
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