From 923e091808013cf0e2ce50cce5001b94e4479b7f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E9=83=91=E6=96=87=E9=92=A2?= Date: Mon, 13 Sep 2021 13:43:25 +0000 Subject: [PATCH 1/3] =?UTF-8?q?update=20Ascend-PyTorch=E7=A6=BB=E7=BA=BF?= =?UTF-8?q?=E6=8E=A8=E7=90=86=E6=8C=87=E5=AF=BC/=E4=B8=93=E9=A2=98?= =?UTF-8?q?=E6=A1=88=E4=BE=8B/=E5=8A=9F=E8=83=BD=E6=89=93=E9=80=9A/?= =?UTF-8?q?=E5=8A=A8=E6=80=81Shape=E6=8E=A8=E7=90=86=E6=8C=87=E5=AF=BC(Res?= =?UTF-8?q?Net50).md.?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...46\216\250\347\220\206\346\214\207\345\257\274(ResNet50).md" | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git "a/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\345\212\237\350\203\275\346\211\223\351\200\232/\345\212\250\346\200\201Shape\346\216\250\347\220\206\346\214\207\345\257\274(ResNet50).md" "b/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\345\212\237\350\203\275\346\211\223\351\200\232/\345\212\250\346\200\201Shape\346\216\250\347\220\206\346\214\207\345\257\274(ResNet50).md" index b38240d..a72efe5 100644 --- "a/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\345\212\237\350\203\275\346\211\223\351\200\232/\345\212\250\346\200\201Shape\346\216\250\347\220\206\346\214\207\345\257\274(ResNet50).md" +++ "b/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\345\212\237\350\203\275\346\211\223\351\200\232/\345\212\250\346\200\201Shape\346\216\250\347\220\206\346\214\207\345\257\274(ResNet50).md" @@ -10,7 +10,7 @@ 现有离线推理工具:benchmark/msame暂不支持动态shape的推理,需要基于pyACL库实现模型的动态shape推理,具体可参照:4. 模型推理 -代码可参考:[Resnet50_dynamic]() +代码可参考:[Resnet50_dynamic](https://gitee.com/zheng-wengang1/personal_model_zoos/tree/master/dynamic_shape_ResNet50) ## 2. 原理说明 -- Gitee From d81573d9b99713eec33860897a6d37f397c568a3 Mon Sep 17 00:00:00 2001 From: zheng-wengang1 Date: Tue, 12 Oct 2021 15:09:55 +0800 Subject: [PATCH 2/3] =?UTF-8?q?add=20=E6=A1=88=E4=BE=8B:vit-base=E7=B2=BE?= =?UTF-8?q?=E5=BA=A6=E8=B0=83=E8=AF=95&&conv1d=E6=80=A7=E8=83=BD=E4=BC=98?= =?UTF-8?q?=E5=8C=96?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../img/image-20211012114743708.png" | Bin 0 -> 7542 bytes .../img/image-20211012115044301.png" | Bin 0 -> 12859 bytes .../img/image-20211012142658787.png" | Bin 0 -> 10060 bytes .../img/screenshot_20211012143829370.png" | Bin 0 -> 38542 bytes .../img/screenshot_20211012144413617.png" | Bin 0 -> 43169 bytes ...27\345\255\220\344\274\230\345\214\226.md" | 165 ++++++++++++++++++ .../img/image-20211011194902240.png" | Bin 0 -> 83205 bytes .../img/image-20211012103044340.png" | Bin 0 -> 10385 bytes .../img/image-20211012104559740.png" | Bin 0 -> 12813 bytes .../img/image-20211012105532905.png" | Bin 0 -> 20168 bytes ...76\345\272\246\350\260\203\350\257\225.md" | 154 ++++++++++++++++ 11 files changed, 319 insertions(+) create mode 100644 "Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\346\200\247\350\203\275\350\260\203\344\274\230/img/image-20211012114743708.png" create mode 100644 "Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\346\200\247\350\203\275\350\260\203\344\274\230/img/image-20211012115044301.png" create mode 100644 "Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\346\200\247\350\203\275\350\260\203\344\274\230/img/image-20211012142658787.png" 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"a/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\346\200\247\350\203\275\350\260\203\344\274\230/\346\241\210\344\276\213-Conv1D\347\256\227\345\255\220\344\274\230\345\214\226.md" "b/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\346\200\247\350\203\275\350\260\203\344\274\230/\346\241\210\344\276\213-Conv1D\347\256\227\345\255\220\344\274\230\345\214\226.md" new file mode 100644 index 0000000..092e4fa --- /dev/null +++ "b/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\346\200\247\350\203\275\350\260\203\344\274\230/\346\241\210\344\276\213-Conv1D\347\256\227\345\255\220\344\274\230\345\214\226.md" @@ -0,0 +1,165 @@ +# Conv1D场景优化 + +## 背景分析 + +Conv1D算子指的是输入数据为1d输入场景,于常见CV场景下的2D输入(`[batch_size,channels, height, width]`)不同,其输入形式通常为(以点云输入为例):`[batch_size, coord, npoints]`,这里`coord`为坐标(x,y,z),`npoints`表示点数目。 + +这里以PointNet的网络为例,其输入为`[1,3,2500]`: + +![image-20211012114743708](img/image-20211012114743708.png) + +该模型转化为om模型时,发现性能很差,其基本结构如下: + +![image-20211012115044301](img/image-20211012115044301.png) + +可以发现转化为om模型后,存在以下问题: + ++ 卷积前后插入多余的格式转换算子:`TransData` ++ `Conv2D+BN+Relu`:本身om模型转换的时候时支持算子融合的,可以减少数据搬运的时间,从而提升模型性能 + +## 原因分析 + +首先了解下om模型的算子融合逻辑:基于`Pattern`:本质上是一系列按照算子名称/格式/输入输出参数配置的模板。模型转换过程会按照这些模板进行匹配,如果成功匹配则会进行算子融合。 + +那么,`Conv2D+BN+Relu`算子没有融合的原因是没有匹配到`Pattern`,其原因是因为在`Conv2D`算子后插入了`TransData`算子。 + +而插入`TransData`算子的原因则与`Conv1D`算子的实现有关:目前`Conv1D`算子是基于`Conv2D`算子实现的,可以发现om模型和onnx模型的卷积算子在参数上是不一致的,om模型的卷积参数多了一个维度:也就是真正`Conv1D`算子的实现是先将1d输入转换为2d输入,然后再通过`Conv2D`算子处理,最后再转换为1d输出(所以插入了多余的`TransData`)。查看模型转化的中间图可以发现,中间插入的`Squeeze`算子即为最终模型中的`Transdata`算子: + +![image-20211012142658787](img/image-20211012142658787.png) + +## 解决方案 + +解决方案存在两种: + ++ 图优化方案:本身模型转化的过程中就存在图优化的过程:包括多余算子的消除等。理论上上文中的`Squeeze`算子是需要被消除的。 + ++ onnx改图:改图的思路是所有用到`Conv1d`算子的子图上进行格式转换:人为转为1d输入为2d输入,`Conv1d`转化为`Conv2d`算子,然后只在子图前后插入格式转化算子: + + screenshot_20211012143829370 + + 最终得到转化结果:左图为改图前的网络结构,右图为转换后的改图结构,前后等效。 + + screenshot_20211012144413617 + + ## 代码解析 + + ```python + import sys + import numpy as np + from onnx_tools.OXInterface.OXInterface import OXGraph + + + INPUT_NODE = 'image' + FIX_NODE = 'Relu_35' + + + def conv1d2conv2d(oxgraph, node_conv): + """ + transfer conv1d parameters to conv2d + :param oxgraph: input onnx graph + :param node_conv: conv1d node to be transfered + """ + if node_conv.get_op_type() != 'Conv': + return + node_conv.set_attribute(attr_name='dilations', attr_value=[1, 1]) + node_conv.set_attribute(attr_name='kernel_shape', attr_value=[1, 1]) + node_conv.set_attribute(attr_name='pads', attr_value=[0, 0, 0, 0]) + node_conv.set_attribute(attr_name='strides', attr_value=[1, 1]) + init_conv_w = oxgraph.get_oxinitializer_by_name(node_conv.input[1]) + init_conv_w.set_data(np.expand_dims(init_conv_w.get_data(), axis=2)) + + + def adhoc_fix_multi_output(oxgraph, oxnode): + """ + adhoc func for multi output for 'Relu35' + insert sqeeze node before the second output + return the first output + :param oxgraph: input onnx graph + :param oxnode: input onnx node(Relu35) + """ + next_beg_nodes = oxgraph.get_next_oxnode(oxnode.get_name()) + first_out = next_beg_nodes[0] + second_out = next_beg_nodes[1] + if first_out.get_op_type() == 'Transpose': + first_out, second_out = second_out, first_out + squeeze_node_name = 'Squeeze_after_{}'.format(second_out.get_name()) + oxgraph.insert_node(bef_node_info_list=[oxnode.get_name()], + aft_node_info_list=[second_out.get_name()], + op_type='Squeeze', + op_name=squeeze_node_name) + node_squeeze = oxgraph.get_oxnode_by_name(squeeze_node_name) + node_squeeze.set_attribute(attr_name='axes', attr_value=[2]) + return [first_out] + + + def transfer_structure(oxgraph, beg_node, end_node): + """ + transfer process: + 1. insert unsqueeze node before beg node + 2. insert squeeze node after end node + 3. transfer conv1d paramters for conv2d + :param oxgraph: input onnx graph + :param beg_node: beg node name for searched structure + :param end_node: end node name for searched structure + """ + previous_beg_node = oxgraph.get_previous_oxnode(oxnode_name=beg_node) + if not previous_beg_node: + previous_beg_node = INPUT_NODE + else: + previous_beg_node = previous_beg_node[0].get_name() + next_end_node = oxgraph.get_next_oxnode(oxnode_name=end_node) + unsqueeze_node_name = 'Unsqueeze_before_{}'.format(beg_node) + squeeze_node_name = 'Squeeze_after_{}'.format(end_node) + next_end_node = next_end_node[0].get_name() + + oxgraph.insert_node(bef_node_info_list=[previous_beg_node], + aft_node_info_list=[beg_node], + op_type='Unsqueeze', + op_name=unsqueeze_node_name) + oxgraph.insert_node(bef_node_info_list=[end_node], + aft_node_info_list=[next_end_node], + op_type='Squeeze', + op_name=squeeze_node_name) + node_unsqueeze = oxgraph.get_oxnode_by_name(unsqueeze_node_name) + node_unsqueeze.set_attribute(attr_name='axes', attr_value=[2]) + node_squeeze = oxgraph.get_oxnode_by_name(squeeze_node_name) + node_squeeze.set_attribute(attr_name='axes', attr_value=[2]) + + next_beg_node = oxgraph.get_oxnode_by_name(oxnode_name=beg_node) + while next_beg_node.get_name() != end_node: + conv1d2conv2d(oxgraph, next_beg_node) + if next_beg_node.get_name() == FIX_NODE: + next_beg_node = adhoc_fix_multi_output(oxgraph, next_beg_node) + else: + next_beg_node = oxgraph.get_next_oxnode(oxnode_name=next_beg_node.get_name()) + next_beg_node = next_beg_node[0] + conv1d2conv2d(oxgraph, next_beg_node) + + + def fix_conv1d(model_path, out_path, beg_list, end_list): + """ + main process for fixing conv1d + :param model_path: input onnx model path + :param out_path: out fixed onnx model path + :param beg_list: beg node names for searched structure + :param end_list: end node names for searched structure + """ + oxgraph = OXGraph(model_path) + for idx, beg_node in enumerate(beg_list): + end_node = end_list[idx] + transfer_structure(oxgraph, beg_node, end_node) + oxgraph.save_new_model(out_path) + + + if __name__ == '__main__': + input_path = sys.argv[1] + save_path = sys.argv[2] + beg_nodes = ['Conv_3', 'Conv_33', 'Conv_69'] + end_nodes = ['Relu_11', 'Relu_47', 'Conv_72'] + fix_conv1d(input_path, save_path, beg_nodes, end_nodes) + ``` + + + + + diff --git "a/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\347\262\276\345\272\246\350\260\203\350\257\225/img/image-20211011194902240.png" "b/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\347\262\276\345\272\246\350\260\203\350\257\225/img/image-20211011194902240.png" new file mode 100644 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zb+t*+b+J1XagAot=Ca8MTn2-tfjVn=V>j|*>$V@(_%s9)x`$nkP&&}Hn8aS$Q;KjvVOY8i_ZhPagAk`6GPs&ZjuDq$Zwg*Y8m9lJA zo55T;r8M4OucXav6}%}jO!@G{&5kl{G{Rq=`Dn?)lP4pNPWjr&f>e}nD#HVFd!t`N z4GNVJa>3{IWSw6Rl-Ww)@7y@59@-`Pu=!?|m)}im{O~S~W7ZlDB0d(oZclw1sytLN zbK%JTJquouK$C5qlk_|(Y0b||na9XEDW=vo-qwZbOSP`))_oEitF;&QZCF!| z-Fed`dBr22?WpeE_!))?oonKTSDQ@jKEYpxX6bG5Q!Ub)zUnL}~(@{Fv5 zi=*n6Rh}Swf3~A%)aCZ8`WTFfA0)Y}2IN8hH8mGHgxT3ooqC{EXqpgl(#Q-vF*r1o zotO8M16hJkbWBV^?`*blUvWvvIp7|yHXbVwd0Z*4Q|Xb=94D9*agzEglw%DZT0dr; z;M-Ckp(lkn5FFD)SnRTB^!>H&6?60FQ|NV0xCz2w!ABVqBiM~xe^dyv$HvAE*`C{g zC;(secq-u-suc5bcft?|+YgP6G4b)itrG}elg$yLnexv2g}g~8DB41y9#MUIu12tG zrxvE*C<_XpzR(56R!LPgqB|aPqSV%829zWi%d1g~s$l(>ASGQ^Ru0`LfuVSQ-BOz3 zUY5lId6NwXmA|{u6nsThbsWBYBE)jZr1tt$SX1yeqFiWE@xe5l(d{Tc98`DV9J3hw ziaD38y0u`TFj?`dLrx1 zs-E6?iI;b;&A&4&)b)1xMIcUG?LHbmt4}QPiLXf8xX~50% + + 选用混合精度模式没有任何精度上的收益: + + ```shell + --precision_mode + # 设置网络模型精度:must_keep_origin_dtype>allow_fp32_to_fp16>allow_mix_precision>force_fp16 + # force_fp16: 默认采用fp16精度,精度最低,性能最好 + # allow_mix_precision: 混合精度模式 + # allow_fp32_to_fp16: 算子支持fp32则采用fp32精度模式,算子支持fp16则采用fp16精度模式;但是强制转换可能存在问题 + # must_keep_origin_dtype:保持原图精度,但是通常无法生效:部分算子只支持fp16精度,如Conv2D + ``` + ++ 问题细节: + + 对模型精度进行profiling的结果:最先出现精度误差的算子为**Softmax**算子 + + ![image-20211012103044340](img/image-20211012103044340.png) + +## 调试思路 + +算子精度调试的核心目的:**找到存在精度问题的单算子,且能够稳定复现**;算子精度存在问题的常见场景:算子精度溢出/本身算子实现问题(概率较小) + ++ 首先分析当前**Softmax**算子的精度问题,单独dump出**softmax**前后的数据: + + ```sh + # $dump_path: npu的节点dump文件 + # $output_dir: 输出npy文件目录 + # $format: 输出格式,如NCHW/ND + python3.7 /usr/local/Ascend/ascend-toolkit/latest/tools/operator_cmp/compare/msaccucmp.py convert -d $dump_path -out $output_dir -f $format + ``` + + 输出数据后发现:差距较大的值都是数值很小的值:`e-03~e-05`,同时验证单算子精度是正常的,这里的精度损失来源于输入的差距。 + + 因为**Softmax算子本身会放大精度损失**,根本原因还是前置的算子精度问题。 + ++ 向上回溯算子精度 + + 因为前置算子的预先相似度都是大于0.99,所以这里分析输入输出预先相似度差距较大的算子,发现**LayerNorm**算子前后精度存在较大损失: + + ![image-20211012104559740](img/image-20211012104559740.png) + + 但是注意到**LayerNorm**算子在NPU算子库属于融合大算子,无法分析内部算子的具体输出,所以可以通过关闭对应算子的`Fusion-Pass`进行拆分: + + ```sh + # atc转换模型时添加参数 + --fusion_switch_file=switch_fusion.cfg + # fusion_switch_file内容 + LayerNormONNXFusionPass:off + ``` + + 发现其核心算子为`Pow-ReduceMeanD-Add`组合(注意类似Pow的指数操作可能存在溢出的问题) + + ![image-20211012105532905](img/image-20211012105532905.png) + ++ 确认精度问题 + + 进一步分析单算子的精度问题,在`ReduceMeanD`算子发现明显精度问题:余弦相似度~96%,进一步定位为1/50个数据存在较大精度问题(差距两倍左右),向上回溯发现是前置算子`Pow`算子存在一个数据溢出: + + 对于FP16精度算子其最大值为65504,该场景下`Pow`算子在[0,21,:]维度存在一个数据溢出,对应FP32精度下的值为~13000(两倍左右),然后通过`ReduceMeanD`算子进一步放大了精度误差 + +## 解决方案 + +前置确认了精度问题在于`Pow/LayerNorm`算子的精度溢出,通过算子信息库可以查看算子精度支持范围: + +```python +# /usr/local/Ascend/ascend-toolkit/5.0.2/x86_64-linux/opp/op_impl/built-in/ai_core/tbe/config/ascend310/aic-ascend310-ops-info.json +# 如果上述json文件未定义格式,则需要在算子实现上确认格式: +# /usr/local/Ascend/ascend-toolkit/5.0.2/x86_64-linux/opp/op_impl/built-in/ai_core/tbe/impl + "Pow":{ + "dynamicShapeSupport":{ + "flag":"true" + }, + "input0":{ + "dtype":"float16,float,int32,int8,uint8", + "name":"x1", + "paramType":"required" + }, + "input1":{ + "dtype":"float16,float,int32,int8,uint8", + "name":"x2", + "paramType":"required" + }, + ... +``` + +确认发现:`Pow/LayerNorm`算子都支持FP32格式,那么前置采用`allow_mix_precision`为什么没有生效呢?查看om模型图结构会发现算子仍然只支持FP16格式,后续发现`allow_mix_precision`在选择算子精度的时候存在如下逻辑: + +```latex +# 于算子信息库中算子的precision_reduce值有关 +- 该参数为true,则算子采用FP16精度 +- 该参数为false,则算子采用FP32精度 +- 未配置(LayerNorm属于这种情况),则表示跟随前置算子精度 +``` + +`LayerNorm`算子前置算子为卷积算子,只支持FP16,所以该算子在混合精度模式下,仍然为FP16精度,可以通过添加黑名单的方式进行转换: + +```sh +# 仍然采用混合精度模式,但是添加黑名单,防止LayerNorm算子和前置算子精度一致 +--precision_mode=allow_mix_precision +--modify_mixlist=ops_info.json +# ops_info.json内容 +{ + "black-list":{ + "to-add":[ + "LayerNorm" + ] + } +} + +``` + +另外补充一种额外的指定算子精度方式: + +```sh +# 采用FP16精度模式,对需要FP32精度的算子进行指定 +--precision_mode=force_fp16 +--keep_dtype=execeptionlist.cfg +# execeptionlist.cfg内容: 这里指定Add_652/LayerNorm算子 +Add_652 +``` + +通过前面两种方式都可以回归精度 + +## 关于精度问题的总结 + +精度问题的核心在于:**找到并且复现单算子精度问题** + +经验总结: + ++ 某个算子的余弦相似度低,可能的原因:该算子精度问题或者输入数据的精度问题,典型如:Softmax,本身会放大精度问题,这时候需要向上回溯前置算子的精度问题 ++ 算子精度定位时,如果模型存在算子融合的场景,可以关闭`Fusion-Pass`,方便定位内部算子精度 ++ 对`Pow/Square/Norm`等算子保持敏感,可能会存在算子精度溢出 ++ 对精度结果的`Nan`值也需要关注,可能存在数据异常或者溢出情况 ++ 混合精度模式不一定会转化所有可支持FP32精度模式的算子精度 + -- Gitee From 2fe31452e2b83642bbdecd862c3e0116f4715d2e Mon Sep 17 00:00:00 2001 From: zheng-wengang1 Date: Tue, 12 Oct 2021 15:14:35 +0800 Subject: [PATCH 3/3] =?UTF-8?q?fix=20=E6=A1=88=E4=BE=8B-SSD=E7=B2=BE?= =?UTF-8?q?=E5=BA=A6=E9=94=99=E8=AF=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- ...\236\213\347\262\276\345\272\246\350\260\203\350\257\225.md" | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git "a/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\347\262\276\345\272\246\350\260\203\350\257\225/\346\241\210\344\276\213-SSD(mmdetection)\346\250\241\345\236\213\347\262\276\345\272\246\350\260\203\350\257\225.md" "b/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\347\262\276\345\272\246\350\260\203\350\257\225/\346\241\210\344\276\213-SSD(mmdetection)\346\250\241\345\236\213\347\262\276\345\272\246\350\260\203\350\257\225.md" index ba0994d..c336615 100644 --- "a/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\347\262\276\345\272\246\350\260\203\350\257\225/\346\241\210\344\276\213-SSD(mmdetection)\346\250\241\345\236\213\347\262\276\345\272\246\350\260\203\350\257\225.md" +++ "b/Ascend-PyTorch\347\246\273\347\272\277\346\216\250\347\220\206\346\214\207\345\257\274/\344\270\223\351\242\230\346\241\210\344\276\213/\347\262\276\345\272\246\350\260\203\350\257\225/\346\241\210\344\276\213-SSD(mmdetection)\346\250\241\345\236\213\347\262\276\345\272\246\350\260\203\350\257\225.md" @@ -376,7 +376,7 @@ def getCosineSim(d1, d2): # 获取异常值 def getUnnormalValue(d1, d2, thre=0.01): data_sub = abs(d1 - d2) - unnormal_mask = (data_sub > 0.01 * d1) + unnormal_mask = (data_sub > abs(thre * (d1 + d2) / 2)) return d1[unnormal_mask], d2[unnormal_mask] # 加载数据 -- Gitee