From 2ec89cc01da547a7132e055be4baf26b780457e4 Mon Sep 17 00:00:00 2001 From: z30043230 Date: Tue, 5 Aug 2025 14:39:19 +0800 Subject: [PATCH] =?UTF-8?q?pp=E6=B5=81=E6=B0=B4=E5=9B=BE=E8=B5=84=E6=96=99?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../msprof_analyze/cluster_analyse/README.md | 6 +- profiler/msprof_analyze/docs/img/1F1B.png | Bin 0 -> 63066 bytes .../msprof_analyze/docs/img/DualPipeV.png | Bin 0 -> 62457 bytes .../docs/img/pp_chart_effect.png | Bin 0 -> 59480 bytes .../docs/img/pp_chart_operation_steps.png | Bin 0 -> 60590 bytes profiler/msprof_analyze/docs/pp_chart.md | 137 ++++++++++++++++++ 6 files changed, 141 insertions(+), 2 deletions(-) create mode 100644 profiler/msprof_analyze/docs/img/1F1B.png create mode 100644 profiler/msprof_analyze/docs/img/DualPipeV.png create mode 100644 profiler/msprof_analyze/docs/img/pp_chart_effect.png create mode 100644 profiler/msprof_analyze/docs/img/pp_chart_operation_steps.png create mode 100644 profiler/msprof_analyze/docs/pp_chart.md diff --git a/profiler/msprof_analyze/cluster_analyse/README.md b/profiler/msprof_analyze/cluster_analyse/README.md index 4ac6f674f..ddac0672c 100644 --- a/profiler/msprof_analyze/cluster_analyse/README.md +++ b/profiler/msprof_analyze/cluster_analyse/README.md @@ -108,8 +108,10 @@ experimental_config = torch_npu.profiler._ExperimentalConfig( | ep_load_balance | 集群场景moe负载信息汇总分析,输入性能数据需要基于ascend_pytorch_profiler_{rank_id}.db文件。输出交付件cluster_analysis.db增加EPTokensSummary, TopEPTokensInfo分析表格。 | 否 | | slow_rank | 集群场景通信算子快慢卡汇总分析,输入性能数据需要基于ascend_pytorch_profiler_{rank_id}.db文件。输出交付件cluster_analysis.db中展示各个rank按照当前的快慢卡统计算法得出的快慢卡影响次数。 | 否 | | mstx2commop | 集群场景基于mstx打点信息生成通信算子信息,输入性能数据需要基于ascend_pytorch_profiler_{rank_id}.db文件。输出交付件ascend_pytorch_profiler_{rank_id}.db增加COMMUNICATION_OP, STRING_IDS分析表格。 | 否 | -| cluster_time_summary | 集群场景迭代耗时细粒度拆解,详见[使用指导](../docs/cluster_time_summary.md)。 | 否 | -| cluster_time_compare_summary | 集群间迭代耗时比对,详见[使用指导](../docs/cluster_time_summary.md)。 | 否 | +| cluster_time_summary | 集群场景迭代耗时细粒度拆解,详见[集群耗时细粒度分析与对比指南](../docs/cluster_time_summary.md)。 | 否 | +| cluster_time_compare_summary | 集群间迭代耗时比对,详见[集群耗时细粒度分析与对比指南](../docs/cluster_time_summary.md)。 | 否 | +| p2p_pairing | 集群场景P2P算子生成全局关联索引,输入性能数据需要基于ascend_pytorch_profiler_{rank_id}.db文件。输出的关联索引会作为一个新的字段`opConnectionId`附在原性能数据ascend_pytorch_profiler_{rank_id}.db文件的`COMMUNICATION_OP`的表中。 | 否 | +| pp_chart | 基于打点后的ascend_pytorch_profiler_{rank_id}.db文件,分析打点数据,还原pp流水图,详见[pp流水图采集和分析指导](../docs/pp_chart.md)。 | 否 | | 自定义分析参数 | 与cann_api_sum、compute_op_sum、hccl_sum等参数功能类似,用户可自定义一套性能数据的分析规则,要求用户开发者详细了解性能分析规则,具体开发指导请参见“[自定义分析规则开发指导](#自定义分析规则开发指导)”。 | 否 | diff --git a/profiler/msprof_analyze/docs/img/1F1B.png b/profiler/msprof_analyze/docs/img/1F1B.png new file mode 100644 index 0000000000000000000000000000000000000000..bf3849a328cee32ae19c811ad4a8acd7a0ca3288 GIT binary patch literal 63066 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a/profiler/msprof_analyze/docs/pp_chart.md b/profiler/msprof_analyze/docs/pp_chart.md new file mode 100644 index 000000000..244ad4bb7 --- /dev/null +++ b/profiler/msprof_analyze/docs/pp_chart.md @@ -0,0 +1,137 @@ +# pp流水图采集和分析指导 + +## 简介 +pp流水图指的是将实际pp域内的流水排布进行可视化呈现,可以分析全局通信与前反向关键耗时信息。对于transformer的模型1f1b、dupipe等pp并行策略,当前无法可视化展示。本节介绍如何采集pp流水图数据、使用msprof-analyze工具分析pp流水图,以及使用MindStudio Insight工具呈现pp流水图。 + +下面是1F1B和DualPipeV的理论效果图 + +![1F1B](img/1F1B.png) +![DualPipeV](img/DualPipeV.png) + + +## 操作指导 + +用户想看到pp流水图,需要按照以下三个步骤操作。 + +### 1. profiling数据采集 + +前反向数据需要通过mstx接口采集,需要先找到代码里前反向相关函数的位置。最终在性能数据timeline上的Ascend HardWare层呈现。 + +tips:若用户只关注pp流水图,可以设置采集参数profiler_level为Level_none;若还关注前反向、通信以及send和recv的关联关系,设置采集参数profiler_level为Level1或更高级别。 + + +**约束:**: +* 采集数据时,需要将profiling数据导出格式export_type设置为db。 +* 以下仅为打点示例,需要根据用户实际代码,准确找到前反向函数的位置,参考下面用装饰器的方式实现打点。 + +* 若项目使用 Megatron 框架:可直接按照场景一的方法进行打点操作;若项目使用 Mindspeed 框架:需先确认是否开启 DualPipeV 功能,若已开启,则按照场景二的方法进行打点操作;若无法明确区分,如果能找到对应项目中与打点相关的两个核心文件,在这两个文件的打点代码位置处,添加对应的打点逻辑,确保覆盖所有可能场景。 + +**场景一:** + +1. 传统pipeline(不开dualpipe),在```megatron/core/pipeline_parallel/schedules.py```里面添加如下代码(添加在```backward_step```函数定义的后面): +```python +import torch_npu +def step_wrapper(func, msg: str): + def wrapper(*args, **kwargs): + new_msg = {"name": msg} + mstx_state_step_range_id = torch_npu.npu.mstx.range_start(str(new_msg), torch_npu.npu.current_stream()) + out = func(*args, **kwargs) + if mstx_state_step_range_id is not None: + torch_npu.npu.mstx.range_end(mstx_state_step_range_id) + mstx_state_step_range_id = None + return out + return wrapper + +forward_step = step_wrapper(forward_step, "forward_step") +backward_step = step_wrapper(backward_step, "backward_step") +``` + +2. 保存上述脚本文件后,执行训练。训练完成后,在xxx目录下生成性能数据文件目录,用于后续mstt工具分析。 + +**场景二:** + +1. DualPipeV,找到前反向代码,在```mindspeed/core/pipeline_parallel/dualpipev/dualpipev_schedules.py```里面添加如下代码(添加在```forward_backward_pipeline_with_cutinhalf```函数定义的前面): +```python +import torch_npu +def step_wrapper(func, msg: str): + def wrapper(*args, **kwargs): + new_msg = {"name": msg} + if msg = "forward_step_with_model_graph" and kwargs.get("extra_block_kwargs") is not None: + new_msg["name"] = "forward_backward_overlaping" + if "current_microbatch" in kwargs: + new_msg["current_microbatch"] = kwargs["current_microbatch"] + if msg == "WeightGradStore_pop" and len(WeightGradStore.cache) == 0: + mstx_state_step_range_id = None + else: + mstx_state_step_range_id = torch_npu.npu.mstx.range_start(str(new_msg), torch_npu.npu.current_stream()) + out = func(*args, **kwargs) + if mstx_state_step_range_id is not None: + torch_npu.npu.mstx.range_end(mstx_state_step_range_id) + mstx_state_step_range_id = None + return out + return wrapper + +forward_step_with_model_graph = step_wrapper(forward_step_with_model_graph, "forward_step_with_model_graph") +forward_step_no_model_graph = step_wrapper(forward_step_no_model_graph, "forward_step_no_model_graph") +backward_step_with_model_graph = step_wrapper(backward_step_with_model_graph, "backward_step_with_model_graph") +backward_step = step_wrapper(backward_step, "backward_step") +WeightGradStore.pop = step_wrapper(WeightGradStore.pop, "WeightGradStore.pop") +``` + +同时,采集profiling数据时,如果使用的是MindSpeed,未使用MindSpeed-LLM,需要在prof定义(```prof = torch_npu.profiler.profile(...)```)的后面添加metadata代码: +``` +prof.add_metadata('pp_info', json.dumps( + { + 'pp_type': 'dualpipev', + 'microbatch_num': 10, + } +)) +# microbatch_num根据公式计算实际的值:microbatch_num = global_batch_size // micro_batch_size // data_parallel_size +``` +如果使用MindSpeed-LLM,在```mindspeed-llm/training/training.py```中```prof.add_metadata_json('distributed_args'...)```的后面添加metadata代码: +``` +prof.add_metadata('pp_info', json.dumps( + { + 'pp_type': args.schedules_method, + 'microbatch_num': args.global_batch_size // args.micro_batch_size // args.data_parallel_size + } +)) +``` + +2. 保存上述脚本文件后,执行训练。训练完成后,在xxx目录下生成xxx_ascend_pt性能数据文件目录,用于后续mstt工具分析。 + +### 2. msprof-analyze工具分析 + +**命令行使能:** +``` +msprof-analyze cluster -m pp_chart -d ./cluster_data +``` +**参数说明:** +* `-d` 第一步打点后采集到的集群数据路径 +* 其余参数:与cluster集群分析功能支持的参数一致,详见[参数列表](../cluster_analyse/README.md) + +**输出数据:** +* 存储位置:每个rank的数据ASCEND_PROFILER_OUTPUT/ascend_pytorch_profiler_{rank_id}.db里面新增一张表StepTaskInfo +* 数据表名:StepTaskInfo + +用户无需关注该表字段的具体含义,可以直接使用MindStudio Insight呈现。 + +**字段说明:** + +| 字段名 | 类型 | 含义 | +| ------ | ---- | ---- | +| name | TEXT | 前反向信息,对应pp流水图色块显示的名称 | +| startNs | INTEGER | 前反向task在device上开始时间 | +| endNs | INTEGER | 前反向task在device上结束时间 | +| type | INTEGER | 类型,不同类型显示不同颜色 | + +### 3. MindStudio Insight呈现 +MindStudio Insight工具的详细安装和操作请参见[《MindStudio Insight工具用户指南》](https://www.hiascend.com/document/detail/zh/mindstudio/81RC1/GUI_baseddevelopmenttool/msascendinsightug/Insight_userguide_0002.html)。 + +在MindStudio Insight工具导入mstt工具分析后的性能数据,在Summary页面点击generate后按照如下截图配置: + +![操作步骤](img/pp_chart_operation_steps.png) + +如下为pp_chart完成pp流水图分析后的呈现效果: + +![操作步骤](img/pp_chart_effect.png) \ No newline at end of file -- Gitee