CINN 算子单测补充-ISSUES #1378

thisjiang · 2023-04-27T09:50:22Z

任务描述

大家好，近期我们在从dtype覆盖，shape覆盖，属性覆盖三个方面梳理CINN中的算子单测，并在此过程中修复单测中发现的BUG。我们一共统计了135个CINN算子，发现其中所有的算子单测都或多或少的缺失了一些测试用例，导致没能测试到某个dtype、shape或者属性，甚至有部分算子没有对应的测试文件。为保证和保障CINN算子的正确性，我们希望能尽可能补充完全CINN的算子单测用例。

注意事项

认领规则：直接回复下 issue 下方
PR 通过 CI 后，可以评论里或者 review request @thisjiang 或者 @FisherWY ，研发会进行审核
任务时间：PR 截止提交时间6月26日，截止合入时间6月30日
为减少CI耗时，请按shape + shape相关attr、dtype + dtype相关attr、其它attr将单测拆分为至少三个test class，不要全放在一个test class里
为减少CI耗时，请先在本地测试通过后再提commit

任务要求

我们希望大家能从如下角度完善CINN中的算子单测：

维度：覆盖1维到5维常规shape如[1024], [512, 256], [128, 64, 32], [16, 8, 4, 2], [16, 8, 4, 2, 1]，以及特殊shape如[1]，以及对该算子有特殊含义的shape如reduce算子的[1, 1, 1, 1, 1]
类型：至少要覆盖Paddle中对应算子支持的数据类型，如scale算子应至少支持float32，float64，int8，int16，int32，int64，uint8
属性：覆盖所有属性的所有合法取值，如bool类型属性True/False都应该测试到，及特殊取值，如scale算子的scale属性特殊值0和1
广播：覆盖相同维度、不同维度下的广播
耗时：单个算子单测不应超过200s，为减少CI流水线压力，希望能在尽可能保证覆盖率的情况下进行剪枝。

如若出现报错，请尽可能修复该问题。如若难度很大，请注释该配置，并在注释中加上TODO，同时在PR中加个comment，指明报错的配置和报错内容。

当前只需关注CUDA单测，跳过x86。

任务示例

如若之前从未尝试过编译和开发CINN，可通过如下脚本编译CINN：

git clone https://github.com/PaddlePaddle/CINN.git
cd CINN && mkdir build && cd build
cmake .. -DWITH_TESTING=ON -DWITH_CUDA=ON -DWITH_CUDNN=ON -DPY_VERSION=3.7
make -j10

CINN中算子单测位于python/tests/ops目录下，请仿照test_add_op_new.py或test_scale_op.py，利用TestCaseHelper来完善算子单测。

可以直接使用python命令执行单测脚本，只需将CINN的build/python目录加入到PYTHONPATH环境变量中即可：

export PYTHONPATH=$(pwd)/build/python:${PYTHONPATH}

可以通过--case=TEST_CLASS1.TEST_CASE1,TEST_CLASS2.TEST_CASE2这种方式来单独运行某个，或某几个case。

当测试通过后，可按照代码贡献流程来向CINN贡献代码，建议一个PR只提交一个算子的单测及其修复代码。提交commit前请一定要先执行pre-commit。

示例PR：#1379

为方便review，PR描述请参考示例PR（可直接拷贝）。

## 描述

From https://github.com/PaddlePaddle/CINN/issues/1378

为Reduce类型算子增加新的测试用例

序号 | 算子名 | 单测文件 | 
-- | -- | -- | 
57 | reduce_sum | test_reduce_op.py | 
58 | reduce_prod | test_reduce_op.py | 
59 | reduce_max | test_reduce_op.py | 
60 | reduce_min | test_reduce_op.py |  
61 | reduce_all | test_reduce_op.py | 
62 | reduce_any | test_reduce_op.py | 

### 算子类型

- [ ] ElementWise：输入张量索引和输出张量索引之间存在一对一的对应关系
- [ ] Broadcast：输入张量索引和输出张量索引之间存在一对多的对应关系
- [ ] Injective：单射算子，可以将一个输出 axis 映射到一个输入 axis
- [x] Reduction：输入张量索引和输出张量索引之间存在多对一的对应关系
- [ ] OutFusible：复杂算子，仍然可以将一对一的算子融合到其输出中。
- [ ] kNonFusible：无法融合的算子

### OpMapper

- [ ] 该算子是否 OpMapper? 如果是，请贴出在 Paddle 中对应的 OpMaker 代码路径。（给出 Github 链接更好）

## Test Cases Checklist

### 张量维度

- [x] 1D 张量
- [x] 2D 张量
- [x] 3D 张量
- [x] 4D 张量

#### special shape

挑选 2D/3D/4D 张量中的一个，测试下面的特殊情况。

- [x] 其中一个维度为 1
- [x] 其中一个维度小于 1024
- [ ] 其中一个维度大于 1024
- [x] 向量的所有维度都是 1

### 张量数据类型

- [x] int32
- [x] int64
- [x] float16
- [x] float32
- [x] float64

### 广播

- [ ] 这个算子是否支持广播？
- [ ] 广播的测试样例

### 算子属性

算子属性的测试用例。

- [x] 属性：属性类型-可取值
    - [x] `op_type`
    - [x] `axis`
    - [x] `keepdim`
- [x] 使用 OpTestHelper 测试上述属性的笛卡尔积组合

### 备注

待完善算子单测列表（整体进度：135/135）

按 merge 的时间顺序，排名不分先后： @FisherWY (39) @zzk0 (37) @enkilee (12) @zrr1999 (2) @Tomoko-hjf (8) @MayYouBeProsperous (19) @jjyaoao (2) @Liyulingyue (2) @ccsuzzh (1)
重复单测+无需添加（13）已认领（122）

序号	算子名	单测文件	认领人	PR
1	add ✅(2023/4/25)	test_add_op.py	@FisherWY	#1364
2	batch_norm ✅(2023/6/25)	test_batch_norm_op.py	@Liyulingyue	#1503
3	batch_norm_grad ✅(2023/6/25)	test_batch_norm_op.py	@Liyulingyue	#1503
4	~~add~~	test_binary_elemetwise_op.py	重复单测
5	~~subtract~~	test_binary_elemetwise_op.py	重复单测
6	~~divide~~	test_binary_elemetwise_op.py	重复单测
7	~~multiply~~	test_binary_elemetwise_op.py	重复单测
8	~~floor_divide~~	test_binary_elemetwise_op.py	重复单测
9	~~mod~~	test_binary_elemetwise_op.py	重复单测
10	remainder ✅(2023/6/7)	test_binary_elemetwise_op.py	@FisherWY	#1509
11	~~max~~	test_binary_elemetwise_op.py	重复单测
12	min ✅(2023/6/25)	test_binary_elemetwise_op.py	@enkilee	#1482
13	logical_and ✅(2023/6/26)	test_binary_elemetwise_op.py	@Tomoko-hjf	#1396
14	logical_or ✅(2023/6/26)	test_binary_elemetwise_op.py	@Tomoko-hjf	#1397
15	logical_xor ✅(2023/6/26)	test_binary_elemetwise_op.py	@Tomoko-hjf	#1398
16	bitwise_and ✅(2023/5/16)	test_binary_elemetwise_op.py	@FisherWY	#1404
17	bitwise_or ✅(2023/5/16)	test_binary_elemetwise_op.py	@FisherWY	#1404
18	bitwise_xor ✅(2023/5/16)	test_binary_elemetwise_op.py	@FisherWY	#1404
19	equal ✅(2023/6/1)	test_binary_elemetwise_op.py	@zzk0	#1491
20	not_equal ✅(2023/6/1)	test_binary_elemetwise_op.py	@zzk0	#1491
21	greater_than✅(2023/6/1)	test_binary_elemetwise_op.py	@zzk0	#1491
22	less_than ✅(2023/6/1)	test_binary_elemetwise_op.py	@zzk0	#1491
23	greater_equal ✅(2023/6/1)	test_binary_elemetwise_op.py	@zzk0	#1491
24	less_equal ✅(2023/6/1)	test_binary_elemetwise_op.py	@zzk0	#1491
25	atan2 ✅(2023/6/1)	test_binary_elemetwise_op.py	@FisherWY	#1484
26	broadcast_to ✅(2023/5/25)	test_broadcast_to_op.py	@enkilee	#1380
27	cast✅(2023/5/6)	test_cast_op.py	@enkilee	#1381
28	cbrt ✅(2023/6/8)	test_cbrt_op.py	@zzk0	#1495
29	ceil ✅(2023/6/8)	test_ceil_op.py	@zzk0	#1495
30	cholesky ✅(2023/6/8)	test_cholesky_op.py	@zzk0	#1495
31	clz ✅(2023/6/5)	test_clz_op.py	@zzk0	#1498
32	concat ✅(2023/6/8)	test_concat_op.py	@zzk0	#1495
33	constant ✅(2023/6/8)	test_constant_op.py	@zzk0	#1495
34	conv2d ✅(2023/4/26)	test_conv2d_op.py	@FisherWY	#1462
35	divide ✅ (2023/5/6)	test_devide_op.py	@enkilee	#1383
36	expand_dims✅(2023/5/11)	test_expand_dims.py	@enkilee	#1384
37	fill_constant ✅(2023/6/8)	test_fill_constant_op.py	@zzk0	#1495
38	floor_divide ✅(2023/5/6)	test_floor_divide_op.py	@enkilee	#1387
39	gather_nd ✅(2023/5/12)	test_gather_nd_op.py	@zrr1999	#1389
40	gather ✅(2023/6/1)	test_gather_op.py	@zrr1999	#1399
41	gaussian_random ✅(2023/6/7)	test_gaussian_random_op.py	@FisherWY	#1509
42	gelu ✅(2023/5/26)	test_gelu_op.py	@jjyaoao	#1468
43	isclose ✅(2023/6/12)	test_isclose_op.py	@FisherWY	#1513
44	logical_right_shift ✅(2023/6/12)	test_logical_right_shift_op.py	@FisherWY	#1513
45	lookup_table ✅(2023/6/12)	test_lookup_table_op.py	@FisherWY	#1513
46	matmul ✅ (2023/5/15)	test_matmul_op.py	@FisherWY	#1421
47	max ✅(2023/6/25)	test_max_op.py	@enkilee	#1482
48	mod ✅(2023/6/25)	test_mod_op.py	@enkilee	#1482
49	mul ✅(2023/7/5)	test_mul_op.py	@FisherWY	PaddlePaddle/Paddle#55135
50	multiply ✅(2023/6/25)	test_multiply_op.py	@enkilee	#1482
51	~~norm~~	test_norm_op.py	无需添加
52	one_hot ✅(2023/6/19)	test_one_hot_op.py	@enkilee	#1501
53	pool2d ✅(2023/6/5)	test_pool2d_op.py	@FisherWY	#1471
54	popc ✅(2023/6/5)	test_popc_op.py	@zzk0	#1498
55	pow ✅(2023/6/12)	test_pow_op.py	@FisherWY	#1513
56	reciprocal ✅(2023/5/25)	test_reciprocal_op.py	@jjyaoao	#1467
57	reduce_sum ✅(2023/5/9)	test_reduce_op.py	@FisherWY	#1379
58	reduce_prod ✅(2023/5/9)	test_reduce_op.py	@FisherWY	#1379
59	reduce_max ✅ (2023/5/9)	test_reduce_op.py	@FisherWY	#1379
60	reduce_min ✅ (2023/5/9)	test_reduce_op.py	@FisherWY	#1379
61	reduce_all ✅(2023/5/9)	test_reduce_op.py	@FisherWY	#1379
62	reduce_any ✅(2023/5/9)	test_reduce_op.py	@FisherWY	#1379
63	relu ✅(2023/6/1)	test_relu_op.py	@zzk0	#1488
64	reshape ✅(2023/6/1)	test_reshape_op.py	@zzk0	#1488
65	scatter_add ✅(2023/6/5)	test_scatter_add.py	@zzk0	#1500
66	scatter_assign ✅(2023/5/6)	test_scatter_assign_op.py	@zzk0	#1390
67	select ✅(2023/5/9)	test_select_op.py	@zzk0	#1401
68	sigmoid ✅ (2023/5/9)	test_sigmoid_op.py	@zzk0	#1401
69	sign ✅(2023/5/9)	test_sign_op.py	@zzk0	#1401
70	slice_assign ✅ (2023/5/9)	test_slice_assign_op.py	@zzk0	#1401
71	slice ✅ (2023/5/9)	test_slice_op.py	@zzk0	#1401
72	sort ✅ (2023/5/24)	test_sort_op.py	@zzk0	#1411
73	split ✅ (2023/5/24)	test_split_op.py	@zzk0	#1453
74	squeeze ✅ (2023/5/25)	test_squeeze_op.py	@zzk0	#1457
75	subtract ✅ (2023/5/25)	test_subtract_op.py	@zzk0	#1457
76	sum ✅ (2023/5/25)	test_sum_op.py	@zzk0	#1457
77	top_k ✅(2023/6/1)	test_top_k_op.py	@zzk0	#1472
78	transpose ✅(2023/6/1)	test_transpose_op.py	@zzk0	#1472
79	triangular_solve ✅(2023/6/1)	test_triangular_solve_op.py	@zzk0	#1472
80	sqrt ✅ (2023/5/25)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1448
81	~~relu~~	test_unary_elementwise_op.py	重复单测
82	~~sigmoid~~	test_unary_elementwise_op.py	重复单测
83	identity ✅ (2023/5/25)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1473
84	exp ✅ (2023/5/25)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1460
85	erf ✅(2023/6/1)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1477
86	rsqrt ✅(2023/6/1)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1479
87	log ✅(2023/6/9)	test_unary_elementwise_op.py	@FisherWY	#1515
88	log2 ✅(2023/6/9)	test_unary_elementwise_op.py	@FisherWY	#1515
89	log10 ✅(2023/6/9)	test_unary_elementwise_op.py	@FisherWY	#1515
90	floor ✅(2023/6/7)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1511
91	~~ceil~~	test_unary_elementwise_op.py	重复单测
92	round ✅(2023/6/9)	test_unary_elementwise_op.py	@FisherWY	#1515
93	trunc ✅(2023/6/7)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1506
94	sin ✅(2023/5/22)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1426
95	cos ✅(2023/5/22)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1426
96	tan ✅(2023/5/22)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1426
97	sinh ✅(2023/5/22)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1426
98	cosh ✅(2023/5/22)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1426
99	tanh ✅(2023/5/22)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1426
100	asin ✅(2023/5/22)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1426
101	acos ✅(2023/5/18)	test_unary_elementwise_op.py	@Tomoko-hjf	#1430
102	atan ✅ (2023/5/25)	test_unary_elementwise_op.py	@Tomoko-hjf	#1452
103	asinh ✅ (2023/5/25)	test_unary_elementwise_op.py	@Tomoko-hjf	#1452
104	acosh ✅ (2023/6/26)	test_unary_elementwise_op.py	@Tomoko-hjf	#1521
105	atanh ✅ (2023/5/25)	test_unary_elementwise_op.py	@Tomoko-hjf	#1452
106	logical_not ✅ (2023/6/26)	test_unary_elementwise_op.py	@ccsuzzh	#1534
107	bitwise_not ✅(2023/5/16)	test_unary_elementwise_op.py	@FisherWY	#1404
108	~~sign~~	test_unary_elementwise_op.py	重复单测
109	abs ✅(2023/6/5)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1492
110	is_nan/isnan ✅(2023/6/5)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1483
111	is_finite/isfinite✅(2023/6/5)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1483
112	is_inf/isinf ✅(2023/6/5)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1483
113	negative ✅(2023/6/6)	test_unary_elementwise_op.py	@MayYouBeProsperous	#1496
114	uniform_random ✅(2023/6/7)	test_uniform_random_op.py	@FisherWY	#1509
116	relu6✅(2023/4/25)	test_relu6_op.py	@FisherWY	#1364
118	left_shift ✅(2023/4/25)	test_left_shift_op.py	@FisherWY	#1364
119	right_shift ✅(2023/4/25)	test_right_shift_op.py	@FisherWY	#1364
120	scale ✅(2023/4/25)	test_scale_op.py	@FisherWY	#1364
121	dropout_infer ✅(2023/4/25)	test_dropout_infer_op.py	@FisherWY	#1364
122	~~clip~~	缺失	无需添加
123	scatter ✅(2023/6/5)	缺失	@zzk0	#1500
124	scatter_nd ✅(2023/6/5)	缺失	@zzk0	#1500
125	argsort ✅(2023/7/4)	缺失	@FisherWY	PaddlePaddle/Paddle#54939
126	argmax ✅(2023/7/4)	缺失	@FisherWY	PaddlePaddle/Paddle#54939
127	argmin ✅(2023/7/4)	缺失	@FisherWY	PaddlePaddle/Paddle#54939
128	depthwise_conv2d ✅(2023/6/9)	缺失	@FisherWY	#1515
129	pool2d_grad ✅(2023/6/5)	缺失	@FisherWY	#1471
130	repeat ✅(2023/6/12)	缺失	@zzk0	#1514
131	softmax ✅(2023/4/26)	缺失	@FisherWY	#1462
132	arange ✅(2023/6/12)	缺失	@zzk0	#1514
133	reverse ✅(2023/6/12)	缺失	@zzk0	#1514
134	elementwise_add_grad ✅(2023/4/25)	缺失	@FisherWY	#1364
135	flip ✅(2023/6/12)	缺失	@zzk0	#1514

The text was updated successfully, but these errors were encountered:

Liyulingyue · 2023-04-27T10:31:02Z

认领：2 3

ccsuzzh · 2023-04-27T11:49:23Z

认领：106、107

enkilee · 2023-04-27T14:02:16Z

序号	算子名	单测文件	认领人	PR
26	broadcast_to	test_broadcast_to_op.py	@enkilee	#1380
27	cast	test_cast_op.py	@enkilee	#1381

Skylark-hjyp · 2023-05-01T13:59:11Z

序号	算子名	单测文件	认领人	PR
4	add	test_binary_elementwise_op.py	@Tomoko-hjf	PR

enkilee · 2023-05-02T08:31:29Z

序号	算子名	单测文件	认领人	PR
35	divide	test_divide_op.py	@enkilee	#1383
36	expand_dims	test_expand_dims.py	@enkilee	#1384

zzk0 · 2023-05-04T01:36:19Z

认领 scatter 相关的算子：65 66 123 124

序号	算子名	单测文件
65	scatter_add	test_scatter_add.py
66	scatter_assign	test_scatter_assign_op.py
123	scatter	移除算子
124	scatter_nd	移除算子

ShiYue-oo · 2023-05-05T02:13:13Z

认领 87, 88，89

enkilee · 2023-05-05T02:17:10Z

序号	算子名	单测文件	认领人	PR
38	floor_divide	test_floor_divide_op.py	@enkilee	#1387

zrr1999 · 2023-05-05T06:12:36Z

认领 39，40

zzk0 · 2023-05-06T02:16:26Z

为了避免 CI 的压力，开发多几个算子单测再合并提交 PR。下面的状态为 Pre-PR 表示已经开发完毕，但是还没有提交 PR。

合并提交PR：#1401

序号	算子名	单测文件	状态	PR
67	select	test_select_op.py	merged	#1401
68	sigmoid	test_sigmoid_op.py	merged	https://github.com/PaddlePaddle/CINN/pull/1401
69	sign	test_sign_op.py	merged	https://github.com/PaddlePaddle/CINN/pull/1401
70	slice_assign	test_slice_assign_op.py	merged	#1401
71	slice	test_slice_op.py	merged	#1401

Skylark-hjyp · 2023-05-06T03:47:53Z

认领 13， 14， 15

zrr1999 · 2023-05-06T13:29:44Z

序号	算子名	单测文件	认领人	PR
39	gather_nd	test_gather_nd_op.py	zrr1999	#1389
40	gather	test_gather_op.py	zrr1999	#1399

zrr1999 · 2023-05-06T17:05:12Z

认领 126，127

zzk0 · 2023-05-09T02:18:43Z

认领 72, 73, 74, 75, 76，为了避免 CI 的测试压力，开发多个单元测试再合并提交一个 PR。对于部分存在问题的算子，需要进行修复，单独提交 PR。

序号	算子	单测文件	状态	PR
72	sort	test_sort_op.py	Ready for Review	#1411
73	split	test_split_op.py	Ready for Review	#1453
74	squeeze	test_squeeze_op.py	Ready for Review	#1457
75	subtract	test_subtract_op.py	Ready for Review	#1457
76	sum	test_sum_op.py	Ready for Review	#1457

FisherWY · 2023-05-09T06:36:28Z

认领以下算子的单测：

序号	算子	单测文件	认领人	PR
16	bitwise_and	test_bitwise_op.py	FisherWY	#1404
17	bitwise_or	test_bitwise_op.py	FisherWY	#1404
18	bitwise_xor	test_bitwise_op.py	FisherWY	#1404
107	bitwise_not	test_bitwise_op.py	FisherWY	#1404

FisherWY · 2023-05-12T08:53:51Z

认领以下算子的单测：

序号	算子	单测文件	认领人	PR
46	matmul	test_matmul_op.py	FisherWY	#1421

zzk0 · 2023-05-30T00:34:43Z

认领以下算子：

序号	算子	单测文件
63	relu	test_relu_op.py
64	reshape	test_reshape_op.py

zzk0 · 2023-05-31T00:32:27Z

认领以下算子：

序号	算子	单测文件
19	equal	test_binary_elemetwise_op.py
20	not_equal	test_binary_elemetwise_op.py
21	greater_than	test_binary_elemetwise_op.py
22	less_than	test_binary_elemetwise_op.py
23	greater_equal	test_binary_elemetwise_op.py
24	less_equal	test_binary_elemetwise_op.py

zzk0 · 2023-06-01T00:45:14Z

认领以下算子：

序号	算子	单测文件
28	cbrt	test_cbrt_op.py
29	ceil	test_ceil_op.py
30	cholesky	test_cholesky_op.py
32	concat	test_concat_op.py
33	constant	test_constant_op.py
37	fill_constant	test_fill_constant_op.py

zzk0 · 2023-06-02T01:54:55Z

认领以下算子：

序号	算子	单测文件
31	clz	test_clz_op.py
54	popc	test_popc_op.py

zzk0 · 2023-06-05T02:38:41Z

认领一下算子：

序号	算子	单测文件
130	repeat	缺失
132	arange	缺失
133	reverse	缺失
134	elementwise_add_grad	缺失
135	flip	缺失

MayYouBeProsperous · 2023-06-06T04:10:56Z

序号	算子	单测文件	认领人	PR
113	negative	test_unary_elementwise_op.py	MayYouBeProsperous	#1496

FisherWY · 2023-06-06T07:49:18Z

认领以下算子的单测：

序号	算子	单测文件	认领人	PR
10	remainder	test_remainder_op.py	FisherWY	#1509
41	gaussian_random	test_gaussian_random_op.py	FisherWY	#1509
114	uniform_random	test_uniform_random_op.py	FisherWY	#1509

FisherWY · 2023-06-06T09:23:57Z

认领以下算子的单测：

序号	算子	单测文件	认领人	PR
43	isclose	test_isclose_op.py	FisherWY	#1513
44	logical_right_shift	test_ logical_right_shift_op.py	FisherWY	#1513
45	lookup_table	test_ lookup_table_op.py	FisherWY	#1513
55	pow	test_pow_op.py	FisherWY	#1513

MayYouBeProsperous · 2023-06-07T02:16:36Z

序号	算子	单测文件	认领人	PR
90	floor	test_unary_elementwise_op.py	MayYouBeProsperous	#1511
113	negative	test_unary_elementwise_op.py	MayYouBeProsperous	#1496

FisherWY · 2023-06-07T08:51:53Z

认领以下算子的单测：

序号	算子	单测文件	认领人	PR
87	log	test_log_op.py	FisherWY	#1515
88	log2	test_log_op.py	FisherWY	#1515
89	log10	test_log_op.py	FisherWY	#1515
92	round	test_round_op.py	FisherWY	#1515
128	depthwise_conv2d	test_ depthwise_conv2d_op.py	FisherWY	#1515

luotao1 · 2023-07-03T08:25:22Z

CINN 算子单测补充基本都完成，感谢参与的小伙伴们！

按 merge 的时间顺序，排名不分先后： @FisherWY (35) @zzk0 (37) @enkilee (12) @zrr1999 (2) @Tomoko-hjf (8) @MayYouBeProsperous (19) @jjyaoao (2) @Liyulingyue (2) @ccsuzzh (1)

欢迎继续参与快乐开源的其他任务！

luotao1 changed the title ~~算子单测补充-ISSUES~~ CINN 算子单测补充-ISSUES Apr 27, 2023

luotao1 assigned luotao1 and thisjiang Apr 27, 2023

luotao1 added this to Call for Contributions Apr 27, 2023

luotao1 moved this to In Progress in Call for Contributions Apr 27, 2023

luotao1 mentioned this issue Apr 27, 2023

🎁飞桨快乐开源活动表单 PaddlePaddle/Paddle#48019

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thisjiang mentioned this issue Apr 28, 2023

Add reduce test using new test helper #1379

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27 tasks

enkilee mentioned this issue May 4, 2023

Add Op UnitTest for divide #1383

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enkilee mentioned this issue May 4, 2023

Add Op UnitTest for Cast #1381

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zrr1999 mentioned this issue May 5, 2023

Add gather_nd tests #1389

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zzk0 mentioned this issue May 6, 2023

op unittest for scatter_assign #1390

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Add gather tests #1399

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zzk0 mentioned this issue May 8, 2023

op unittest for select/sigmoid/sign/slice_assign/slice #1401

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op unittest for sort & enhance test helper #1411

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zzk0 mentioned this issue May 30, 2023

op unittest for relu/reshape #1488

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zzk0 mentioned this issue May 31, 2023

op unittest for comparison op: equal/not_equal/greater_than/less_than/greater_equal/less_equal #1491

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Add op unitest for abs #1492

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op unittest for cbrt/ceil/cholesky/concat/constant/fill_constant #1495

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Add op unitest for negative #1496

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op unittest for clz/popc #1498

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zzk0 mentioned this issue Jun 3, 2023

op unittest for scatter_add, remove scatter/scatter_nd operator #1500

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Add Op UnitTest for one_hot #1501

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Add Op UnitTest for norm #1502

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Add op unitest for trunc #1506

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Add Op UnitTest for batchnorm #1503

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Add op unitest for floor #1511

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zzk0 mentioned this issue Jun 7, 2023

op unittest for repeat/arange/reverse/elementwise_add_grad/flip #1514

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Add Op UnitTest For Mul #1530

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Add Op UnitTest for logical_not #1534

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CINN 算子单测补充-ISSUES #1378

CINN 算子单测补充-ISSUES #1378

thisjiang commented Apr 27, 2023 •

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CINN 算子单测补充-ISSUES #1378

CINN 算子单测补充-ISSUES #1378

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thisjiang commented Apr 27, 2023 • edited Loading

任务描述

注意事项

任务要求

任务示例

待完善算子单测列表 （整体进度：135/135）

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待完善算子单测列表（整体进度：135/135）

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