AI/rocm-systems
2
0
Форкнуть 0
Код Задачи Запросы на слияние Действия Пакеты Проекты Релизы Вики Активность

msccl algorithms tuning for alltoall on MI300 (#1120)

Просмотр исходного кода 
Co-authored-by: PedramAlizadeh <amd@pmohamma.com>
Этот коммит содержится в:
Pedram Alizadeh
2024-03-21 20:35:29 -04:00
коммит произвёл GitHub
родитель 606d3e6b6e
Коммит c2fc1d6809
6 изменённых файлов: 5 добавлений и 745 удалений
Скачать Patch файл Скачать Diff файл Показать все файлы Свернуть все файлы
tools/msccl-algorithms/alltoall-8n-0-1kb.xml → tools/msccl-algorithms/alltoall-8n-0-9kb.xml
+1 -1
Просмотреть файл
@@ -1,6 +1,6 @@
<!-- Copyright (c) Microsoft Corporation. -->
<!-- Licensed under the MIT License. -->
<algo name="alltoall_llm" proto="LL" nchannels="1" nchunksperloop="8" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="0" maxBytes="1023">
<algo name="alltoall_llm" proto="LL" nchannels="1" nchunksperloop="8" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="0" maxBytes="9216">
<gpu id="0" i_chunks="8" o_chunks="8" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="0">
<step s="0" type="cpy" srcbuf="i" srcoff="0" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
tools/msccl-algorithms/alltoall-8n-8kb-1mb.xml → tools/msccl-algorithms/alltoall-8n-190kb-512kb.xml
+1 -1
Просмотреть файл
@@ -1,6 +1,6 @@
<!-- Copyright (c) Microsoft Corporation. -->
<!-- Licensed under the MIT License. -->
<algo name="alltoall_llm" proto="LL" nchannels="4" nchunksperloop="32" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="8192" maxBytes="1048575">
<algo name="alltoall_llm" proto="LL" nchannels="4" nchunksperloop="32" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="194561" maxBytes="524288">
<gpu id="0" i_chunks="32" o_chunks="32" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="0">
<step s="0" type="cpy" srcbuf="i" srcoff="0" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
tools/msccl-algorithms/alltoall-8n-4kb-8kb.xml
-740
Просмотреть файл
@@ -1,740 +0,0 @@
<!-- Copyright (c) Microsoft Corporation. -->
<!-- Licensed under the MIT License. -->
<algo name="alltoall_llm" proto="LL" nchannels="16" nchunksperloop="16" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="4096" maxBytes="8191">
<gpu id="0" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="0">
<step s="0" type="cpy" srcbuf="i" srcoff="0" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="8">
<step s="0" type="cpy" srcbuf="i" srcoff="1" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="1" chan="1">
<step s="0" type="r" srcbuf="i" srcoff="0" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="1" chan="9">
<step s="0" type="r" srcbuf="i" srcoff="1" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="2" chan="2">
<step s="0" type="r" srcbuf="i" srcoff="0" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="2" chan="10">
<step s="0" type="r" srcbuf="i" srcoff="1" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="3" chan="3">
<step s="0" type="r" srcbuf="i" srcoff="0" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="3" chan="11">
<step s="0" type="r" srcbuf="i" srcoff="1" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="4" chan="4">
<step s="0" type="r" srcbuf="i" srcoff="0" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="4" chan="12">
<step s="0" type="r" srcbuf="i" srcoff="1" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="5" chan="5">
<step s="0" type="r" srcbuf="i" srcoff="0" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="5" chan="13">
<step s="0" type="r" srcbuf="i" srcoff="1" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="6" chan="6">
<step s="0" type="r" srcbuf="i" srcoff="0" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="6" chan="14">
<step s="0" type="r" srcbuf="i" srcoff="1" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="7" chan="7">
<step s="0" type="r" srcbuf="i" srcoff="0" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="7" chan="15">
<step s="0" type="r" srcbuf="i" srcoff="1" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="1" recv="-1" chan="0">
<step s="0" type="s" srcbuf="i" srcoff="2" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="1" recv="-1" chan="8">
<step s="0" type="s" srcbuf="i" srcoff="3" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="2" recv="-1" chan="0">
<step s="0" type="s" srcbuf="i" srcoff="4" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="2" recv="-1" chan="8">
<step s="0" type="s" srcbuf="i" srcoff="5" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="3" recv="-1" chan="0">
<step s="0" type="s" srcbuf="i" srcoff="6" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="3" recv="-1" chan="8">
<step s="0" type="s" srcbuf="i" srcoff="7" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="4" recv="-1" chan="0">
<step s="0" type="s" srcbuf="i" srcoff="8" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="4" recv="-1" chan="8">
<step s="0" type="s" srcbuf="i" srcoff="9" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="5" recv="-1" chan="0">
<step s="0" type="s" srcbuf="i" srcoff="10" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="5" recv="-1" chan="8">
<step s="0" type="s" srcbuf="i" srcoff="11" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="6" recv="-1" chan="0">
<step s="0" type="s" srcbuf="i" srcoff="12" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="6" recv="-1" chan="8">
<step s="0" type="s" srcbuf="i" srcoff="13" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="7" recv="-1" chan="0">
<step s="0" type="s" srcbuf="i" srcoff="14" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="7" recv="-1" chan="8">
<step s="0" type="s" srcbuf="i" srcoff="15" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
<gpu id="1" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="1">
<step s="0" type="cpy" srcbuf="i" srcoff="2" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="9">
<step s="0" type="cpy" srcbuf="i" srcoff="3" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="0" chan="0">
<step s="0" type="r" srcbuf="i" srcoff="2" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="0" chan="8">
<step s="0" type="r" srcbuf="i" srcoff="3" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="2" chan="2">
<step s="0" type="r" srcbuf="i" srcoff="2" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="2" chan="10">
<step s="0" type="r" srcbuf="i" srcoff="3" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="3" chan="3">
<step s="0" type="r" srcbuf="i" srcoff="2" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="3" chan="11">
<step s="0" type="r" srcbuf="i" srcoff="3" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="4" chan="4">
<step s="0" type="r" srcbuf="i" srcoff="2" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="4" chan="12">
<step s="0" type="r" srcbuf="i" srcoff="3" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="5" chan="5">
<step s="0" type="r" srcbuf="i" srcoff="2" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="5" chan="13">
<step s="0" type="r" srcbuf="i" srcoff="3" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="6" chan="6">
<step s="0" type="r" srcbuf="i" srcoff="2" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="6" chan="14">
<step s="0" type="r" srcbuf="i" srcoff="3" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="7" chan="7">
<step s="0" type="r" srcbuf="i" srcoff="2" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="7" chan="15">
<step s="0" type="r" srcbuf="i" srcoff="3" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="0" recv="-1" chan="1">
<step s="0" type="s" srcbuf="i" srcoff="0" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="0" recv="-1" chan="9">
<step s="0" type="s" srcbuf="i" srcoff="1" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="2" recv="-1" chan="1">
<step s="0" type="s" srcbuf="i" srcoff="4" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="2" recv="-1" chan="9">
<step s="0" type="s" srcbuf="i" srcoff="5" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="3" recv="-1" chan="1">
<step s="0" type="s" srcbuf="i" srcoff="6" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="3" recv="-1" chan="9">
<step s="0" type="s" srcbuf="i" srcoff="7" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="4" recv="-1" chan="1">
<step s="0" type="s" srcbuf="i" srcoff="8" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="4" recv="-1" chan="9">
<step s="0" type="s" srcbuf="i" srcoff="9" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="5" recv="-1" chan="1">
<step s="0" type="s" srcbuf="i" srcoff="10" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="5" recv="-1" chan="9">
<step s="0" type="s" srcbuf="i" srcoff="11" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="6" recv="-1" chan="1">
<step s="0" type="s" srcbuf="i" srcoff="12" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="6" recv="-1" chan="9">
<step s="0" type="s" srcbuf="i" srcoff="13" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="7" recv="-1" chan="1">
<step s="0" type="s" srcbuf="i" srcoff="14" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="7" recv="-1" chan="9">
<step s="0" type="s" srcbuf="i" srcoff="15" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
<gpu id="2" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="2">
<step s="0" type="cpy" srcbuf="i" srcoff="4" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="10">
<step s="0" type="cpy" srcbuf="i" srcoff="5" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="0" chan="0">
<step s="0" type="r" srcbuf="i" srcoff="4" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="0" chan="8">
<step s="0" type="r" srcbuf="i" srcoff="5" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="1" chan="1">
<step s="0" type="r" srcbuf="i" srcoff="4" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="1" chan="9">
<step s="0" type="r" srcbuf="i" srcoff="5" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="3" chan="3">
<step s="0" type="r" srcbuf="i" srcoff="4" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="3" chan="11">
<step s="0" type="r" srcbuf="i" srcoff="5" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="4" chan="4">
<step s="0" type="r" srcbuf="i" srcoff="4" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="4" chan="12">
<step s="0" type="r" srcbuf="i" srcoff="5" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="5" chan="5">
<step s="0" type="r" srcbuf="i" srcoff="4" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="5" chan="13">
<step s="0" type="r" srcbuf="i" srcoff="5" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="6" chan="6">
<step s="0" type="r" srcbuf="i" srcoff="4" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="6" chan="14">
<step s="0" type="r" srcbuf="i" srcoff="5" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="7" chan="7">
<step s="0" type="r" srcbuf="i" srcoff="4" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="7" chan="15">
<step s="0" type="r" srcbuf="i" srcoff="5" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="0" recv="-1" chan="2">
<step s="0" type="s" srcbuf="i" srcoff="0" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="0" recv="-1" chan="10">
<step s="0" type="s" srcbuf="i" srcoff="1" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="1" recv="-1" chan="2">
<step s="0" type="s" srcbuf="i" srcoff="2" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="1" recv="-1" chan="10">
<step s="0" type="s" srcbuf="i" srcoff="3" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="3" recv="-1" chan="2">
<step s="0" type="s" srcbuf="i" srcoff="6" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="3" recv="-1" chan="10">
<step s="0" type="s" srcbuf="i" srcoff="7" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="4" recv="-1" chan="2">
<step s="0" type="s" srcbuf="i" srcoff="8" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="4" recv="-1" chan="10">
<step s="0" type="s" srcbuf="i" srcoff="9" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="5" recv="-1" chan="2">
<step s="0" type="s" srcbuf="i" srcoff="10" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="5" recv="-1" chan="10">
<step s="0" type="s" srcbuf="i" srcoff="11" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="6" recv="-1" chan="2">
<step s="0" type="s" srcbuf="i" srcoff="12" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="6" recv="-1" chan="10">
<step s="0" type="s" srcbuf="i" srcoff="13" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="7" recv="-1" chan="2">
<step s="0" type="s" srcbuf="i" srcoff="14" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="7" recv="-1" chan="10">
<step s="0" type="s" srcbuf="i" srcoff="15" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
<gpu id="3" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="3">
<step s="0" type="cpy" srcbuf="i" srcoff="6" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="11">
<step s="0" type="cpy" srcbuf="i" srcoff="7" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="0" chan="0">
<step s="0" type="r" srcbuf="i" srcoff="6" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="0" chan="8">
<step s="0" type="r" srcbuf="i" srcoff="7" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="1" chan="1">
<step s="0" type="r" srcbuf="i" srcoff="6" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="1" chan="9">
<step s="0" type="r" srcbuf="i" srcoff="7" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="2" chan="2">
<step s="0" type="r" srcbuf="i" srcoff="6" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="2" chan="10">
<step s="0" type="r" srcbuf="i" srcoff="7" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="4" chan="4">
<step s="0" type="r" srcbuf="i" srcoff="6" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="4" chan="12">
<step s="0" type="r" srcbuf="i" srcoff="7" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="5" chan="5">
<step s="0" type="r" srcbuf="i" srcoff="6" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="5" chan="13">
<step s="0" type="r" srcbuf="i" srcoff="7" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="6" chan="6">
<step s="0" type="r" srcbuf="i" srcoff="6" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="6" chan="14">
<step s="0" type="r" srcbuf="i" srcoff="7" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="7" chan="7">
<step s="0" type="r" srcbuf="i" srcoff="6" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="7" chan="15">
<step s="0" type="r" srcbuf="i" srcoff="7" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="0" recv="-1" chan="3">
<step s="0" type="s" srcbuf="i" srcoff="0" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="0" recv="-1" chan="11">
<step s="0" type="s" srcbuf="i" srcoff="1" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="1" recv="-1" chan="3">
<step s="0" type="s" srcbuf="i" srcoff="2" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="1" recv="-1" chan="11">
<step s="0" type="s" srcbuf="i" srcoff="3" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="2" recv="-1" chan="3">
<step s="0" type="s" srcbuf="i" srcoff="4" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="2" recv="-1" chan="11">
<step s="0" type="s" srcbuf="i" srcoff="5" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="4" recv="-1" chan="3">
<step s="0" type="s" srcbuf="i" srcoff="8" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="4" recv="-1" chan="11">
<step s="0" type="s" srcbuf="i" srcoff="9" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="5" recv="-1" chan="3">
<step s="0" type="s" srcbuf="i" srcoff="10" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="5" recv="-1" chan="11">
<step s="0" type="s" srcbuf="i" srcoff="11" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="6" recv="-1" chan="3">
<step s="0" type="s" srcbuf="i" srcoff="12" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="6" recv="-1" chan="11">
<step s="0" type="s" srcbuf="i" srcoff="13" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="7" recv="-1" chan="3">
<step s="0" type="s" srcbuf="i" srcoff="14" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="7" recv="-1" chan="11">
<step s="0" type="s" srcbuf="i" srcoff="15" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
<gpu id="4" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="4">
<step s="0" type="cpy" srcbuf="i" srcoff="8" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="12">
<step s="0" type="cpy" srcbuf="i" srcoff="9" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="0" chan="0">
<step s="0" type="r" srcbuf="i" srcoff="8" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="0" chan="8">
<step s="0" type="r" srcbuf="i" srcoff="9" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="1" chan="1">
<step s="0" type="r" srcbuf="i" srcoff="8" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="1" chan="9">
<step s="0" type="r" srcbuf="i" srcoff="9" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="2" chan="2">
<step s="0" type="r" srcbuf="i" srcoff="8" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="2" chan="10">
<step s="0" type="r" srcbuf="i" srcoff="9" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="3" chan="3">
<step s="0" type="r" srcbuf="i" srcoff="8" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="3" chan="11">
<step s="0" type="r" srcbuf="i" srcoff="9" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="5" chan="5">
<step s="0" type="r" srcbuf="i" srcoff="8" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="5" chan="13">
<step s="0" type="r" srcbuf="i" srcoff="9" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="6" chan="6">
<step s="0" type="r" srcbuf="i" srcoff="8" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="6" chan="14">
<step s="0" type="r" srcbuf="i" srcoff="9" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="7" chan="7">
<step s="0" type="r" srcbuf="i" srcoff="8" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="7" chan="15">
<step s="0" type="r" srcbuf="i" srcoff="9" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="0" recv="-1" chan="4">
<step s="0" type="s" srcbuf="i" srcoff="0" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="0" recv="-1" chan="12">
<step s="0" type="s" srcbuf="i" srcoff="1" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="1" recv="-1" chan="4">
<step s="0" type="s" srcbuf="i" srcoff="2" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="1" recv="-1" chan="12">
<step s="0" type="s" srcbuf="i" srcoff="3" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="2" recv="-1" chan="4">
<step s="0" type="s" srcbuf="i" srcoff="4" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="2" recv="-1" chan="12">
<step s="0" type="s" srcbuf="i" srcoff="5" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="3" recv="-1" chan="4">
<step s="0" type="s" srcbuf="i" srcoff="6" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="3" recv="-1" chan="12">
<step s="0" type="s" srcbuf="i" srcoff="7" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="5" recv="-1" chan="4">
<step s="0" type="s" srcbuf="i" srcoff="10" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="5" recv="-1" chan="12">
<step s="0" type="s" srcbuf="i" srcoff="11" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="6" recv="-1" chan="4">
<step s="0" type="s" srcbuf="i" srcoff="12" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="6" recv="-1" chan="12">
<step s="0" type="s" srcbuf="i" srcoff="13" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="7" recv="-1" chan="4">
<step s="0" type="s" srcbuf="i" srcoff="14" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="7" recv="-1" chan="12">
<step s="0" type="s" srcbuf="i" srcoff="15" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
<gpu id="5" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="5">
<step s="0" type="cpy" srcbuf="i" srcoff="10" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="13">
<step s="0" type="cpy" srcbuf="i" srcoff="11" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="0" chan="0">
<step s="0" type="r" srcbuf="i" srcoff="10" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="0" chan="8">
<step s="0" type="r" srcbuf="i" srcoff="11" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="1" chan="1">
<step s="0" type="r" srcbuf="i" srcoff="10" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="1" chan="9">
<step s="0" type="r" srcbuf="i" srcoff="11" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="2" chan="2">
<step s="0" type="r" srcbuf="i" srcoff="10" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="2" chan="10">
<step s="0" type="r" srcbuf="i" srcoff="11" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="3" chan="3">
<step s="0" type="r" srcbuf="i" srcoff="10" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="3" chan="11">
<step s="0" type="r" srcbuf="i" srcoff="11" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="4" chan="4">
<step s="0" type="r" srcbuf="i" srcoff="10" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="4" chan="12">
<step s="0" type="r" srcbuf="i" srcoff="11" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="6" chan="6">
<step s="0" type="r" srcbuf="i" srcoff="10" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="6" chan="14">
<step s="0" type="r" srcbuf="i" srcoff="11" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="7" chan="7">
<step s="0" type="r" srcbuf="i" srcoff="10" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="7" chan="15">
<step s="0" type="r" srcbuf="i" srcoff="11" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="0" recv="-1" chan="5">
<step s="0" type="s" srcbuf="i" srcoff="0" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="0" recv="-1" chan="13">
<step s="0" type="s" srcbuf="i" srcoff="1" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="1" recv="-1" chan="5">
<step s="0" type="s" srcbuf="i" srcoff="2" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="1" recv="-1" chan="13">
<step s="0" type="s" srcbuf="i" srcoff="3" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="2" recv="-1" chan="5">
<step s="0" type="s" srcbuf="i" srcoff="4" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="2" recv="-1" chan="13">
<step s="0" type="s" srcbuf="i" srcoff="5" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="3" recv="-1" chan="5">
<step s="0" type="s" srcbuf="i" srcoff="6" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="3" recv="-1" chan="13">
<step s="0" type="s" srcbuf="i" srcoff="7" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="4" recv="-1" chan="5">
<step s="0" type="s" srcbuf="i" srcoff="8" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="4" recv="-1" chan="13">
<step s="0" type="s" srcbuf="i" srcoff="9" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="6" recv="-1" chan="5">
<step s="0" type="s" srcbuf="i" srcoff="12" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="6" recv="-1" chan="13">
<step s="0" type="s" srcbuf="i" srcoff="13" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="7" recv="-1" chan="5">
<step s="0" type="s" srcbuf="i" srcoff="14" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="7" recv="-1" chan="13">
<step s="0" type="s" srcbuf="i" srcoff="15" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
<gpu id="6" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="6">
<step s="0" type="cpy" srcbuf="i" srcoff="12" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="14">
<step s="0" type="cpy" srcbuf="i" srcoff="13" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="0" chan="0">
<step s="0" type="r" srcbuf="i" srcoff="12" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="0" chan="8">
<step s="0" type="r" srcbuf="i" srcoff="13" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="1" chan="1">
<step s="0" type="r" srcbuf="i" srcoff="12" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="1" chan="9">
<step s="0" type="r" srcbuf="i" srcoff="13" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="2" chan="2">
<step s="0" type="r" srcbuf="i" srcoff="12" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="2" chan="10">
<step s="0" type="r" srcbuf="i" srcoff="13" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="3" chan="3">
<step s="0" type="r" srcbuf="i" srcoff="12" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="3" chan="11">
<step s="0" type="r" srcbuf="i" srcoff="13" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="4" chan="4">
<step s="0" type="r" srcbuf="i" srcoff="12" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="4" chan="12">
<step s="0" type="r" srcbuf="i" srcoff="13" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="5" chan="5">
<step s="0" type="r" srcbuf="i" srcoff="12" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="5" chan="13">
<step s="0" type="r" srcbuf="i" srcoff="13" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="7" chan="7">
<step s="0" type="r" srcbuf="i" srcoff="12" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="7" chan="15">
<step s="0" type="r" srcbuf="i" srcoff="13" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="0" recv="-1" chan="6">
<step s="0" type="s" srcbuf="i" srcoff="0" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="0" recv="-1" chan="14">
<step s="0" type="s" srcbuf="i" srcoff="1" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="1" recv="-1" chan="6">
<step s="0" type="s" srcbuf="i" srcoff="2" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="1" recv="-1" chan="14">
<step s="0" type="s" srcbuf="i" srcoff="3" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="2" recv="-1" chan="6">
<step s="0" type="s" srcbuf="i" srcoff="4" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="2" recv="-1" chan="14">
<step s="0" type="s" srcbuf="i" srcoff="5" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="3" recv="-1" chan="6">
<step s="0" type="s" srcbuf="i" srcoff="6" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="3" recv="-1" chan="14">
<step s="0" type="s" srcbuf="i" srcoff="7" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="4" recv="-1" chan="6">
<step s="0" type="s" srcbuf="i" srcoff="8" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="4" recv="-1" chan="14">
<step s="0" type="s" srcbuf="i" srcoff="9" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="5" recv="-1" chan="6">
<step s="0" type="s" srcbuf="i" srcoff="10" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="5" recv="-1" chan="14">
<step s="0" type="s" srcbuf="i" srcoff="11" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="7" recv="-1" chan="6">
<step s="0" type="s" srcbuf="i" srcoff="14" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="7" recv="-1" chan="14">
<step s="0" type="s" srcbuf="i" srcoff="15" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
<gpu id="7" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="7">
<step s="0" type="cpy" srcbuf="i" srcoff="14" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="1" send="-1" recv="-1" chan="15">
<step s="0" type="cpy" srcbuf="i" srcoff="15" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="2" send="-1" recv="0" chan="0">
<step s="0" type="r" srcbuf="i" srcoff="14" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="3" send="-1" recv="0" chan="8">
<step s="0" type="r" srcbuf="i" srcoff="15" dstbuf="o" dstoff="1" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="4" send="-1" recv="1" chan="1">
<step s="0" type="r" srcbuf="i" srcoff="14" dstbuf="o" dstoff="2" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="5" send="-1" recv="1" chan="9">
<step s="0" type="r" srcbuf="i" srcoff="15" dstbuf="o" dstoff="3" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="6" send="-1" recv="2" chan="2">
<step s="0" type="r" srcbuf="i" srcoff="14" dstbuf="o" dstoff="4" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="7" send="-1" recv="2" chan="10">
<step s="0" type="r" srcbuf="i" srcoff="15" dstbuf="o" dstoff="5" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="8" send="-1" recv="3" chan="3">
<step s="0" type="r" srcbuf="i" srcoff="14" dstbuf="o" dstoff="6" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="9" send="-1" recv="3" chan="11">
<step s="0" type="r" srcbuf="i" srcoff="15" dstbuf="o" dstoff="7" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="10" send="-1" recv="4" chan="4">
<step s="0" type="r" srcbuf="i" srcoff="14" dstbuf="o" dstoff="8" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="11" send="-1" recv="4" chan="12">
<step s="0" type="r" srcbuf="i" srcoff="15" dstbuf="o" dstoff="9" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="12" send="-1" recv="5" chan="5">
<step s="0" type="r" srcbuf="i" srcoff="14" dstbuf="o" dstoff="10" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="13" send="-1" recv="5" chan="13">
<step s="0" type="r" srcbuf="i" srcoff="15" dstbuf="o" dstoff="11" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="14" send="-1" recv="6" chan="6">
<step s="0" type="r" srcbuf="i" srcoff="14" dstbuf="o" dstoff="12" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="15" send="-1" recv="6" chan="14">
<step s="0" type="r" srcbuf="i" srcoff="15" dstbuf="o" dstoff="13" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="16" send="0" recv="-1" chan="7">
<step s="0" type="s" srcbuf="i" srcoff="0" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="17" send="0" recv="-1" chan="15">
<step s="0" type="s" srcbuf="i" srcoff="1" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="18" send="1" recv="-1" chan="7">
<step s="0" type="s" srcbuf="i" srcoff="2" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="19" send="1" recv="-1" chan="15">
<step s="0" type="s" srcbuf="i" srcoff="3" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="20" send="2" recv="-1" chan="7">
<step s="0" type="s" srcbuf="i" srcoff="4" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="21" send="2" recv="-1" chan="15">
<step s="0" type="s" srcbuf="i" srcoff="5" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="22" send="3" recv="-1" chan="7">
<step s="0" type="s" srcbuf="i" srcoff="6" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="23" send="3" recv="-1" chan="15">
<step s="0" type="s" srcbuf="i" srcoff="7" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="24" send="4" recv="-1" chan="7">
<step s="0" type="s" srcbuf="i" srcoff="8" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="25" send="4" recv="-1" chan="15">
<step s="0" type="s" srcbuf="i" srcoff="9" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="26" send="5" recv="-1" chan="7">
<step s="0" type="s" srcbuf="i" srcoff="10" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="27" send="5" recv="-1" chan="15">
<step s="0" type="s" srcbuf="i" srcoff="11" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="28" send="6" recv="-1" chan="7">
<step s="0" type="s" srcbuf="i" srcoff="12" dstbuf="o" dstoff="14" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
<tb id="29" send="6" recv="-1" chan="15">
<step s="0" type="s" srcbuf="i" srcoff="13" dstbuf="o" dstoff="15" cnt="1" depid="-1" deps="-1" hasdep="0"/>
</tb>
</gpu>
</algo>
tools/msccl-algorithms/alltoall-8n-1mb-4mb.xml → tools/msccl-algorithms/alltoall-8n-512kb-7mb.xml
+1 -1
Просмотреть файл
@@ -1,6 +1,6 @@
<!-- Copyright (c) Microsoft Corporation. -->
<!-- Licensed under the MIT License. -->
<algo name="alltoall_llm" proto="Simple" nchannels="32" nchunksperloop="32" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="1048576" maxBytes="4194303">
<algo name="alltoall_llm" proto="Simple" nchannels="32" nchunksperloop="32" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="524289" maxBytes="7340032">
<gpu id="0" i_chunks="32" o_chunks="32" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="0">
<step s="0" type="cpy" srcbuf="i" srcoff="0" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
tools/msccl-algorithms/alltoall-8n-4mb-16mb.xml → tools/msccl-algorithms/alltoall-8n-7mb-43mb.xml
+1 -1
Просмотреть файл
@@ -1,6 +1,6 @@
<!-- Copyright (c) Microsoft Corporation. -->
<!-- Licensed under the MIT License. -->
<algo name="alltoall_llm" proto="Simple" nchannels="8" nchunksperloop="64" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="4194303" maxBytes="16777216">
<algo name="alltoall_llm" proto="Simple" nchannels="8" nchunksperloop="64" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="7340033" maxBytes="45088768">
<gpu id="0" i_chunks="64" o_chunks="64" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="0">
<step s="0" type="cpy" srcbuf="i" srcoff="0" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>
tools/msccl-algorithms/alltoall-8n-1kb-4kb.xml → tools/msccl-algorithms/alltoall-8n-9kb-190kb.xml
+1 -1
Просмотреть файл
@@ -1,6 +1,6 @@
<!-- Copyright (c) Microsoft Corporation. -->
<!-- Licensed under the MIT License. -->
<algo name="alltoall_llm" proto="LL" nchannels="2" nchunksperloop="16" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="1024" maxBytes="4095">
<algo name="alltoall_llm" proto="LL" nchannels="2" nchunksperloop="16" ngpus="8" coll="alltoall" inplace="0" outofplace="1" minBytes="9217" maxBytes="194560">
<gpu id="0" i_chunks="16" o_chunks="16" s_chunks="0">
<tb id="0" send="-1" recv="-1" chan="0">
<step s="0" type="cpy" srcbuf="i" srcoff="0" dstbuf="o" dstoff="0" cnt="1" depid="-1" deps="-1" hasdep="0"/>