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SINGA-51 Improve the convolution and pooling operations
merge with pull request apache#64
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,113 @@ | ||
| #include "gtest/gtest.h" | ||
| #include "utils/common.h" | ||
| #include <unordered_map> | ||
| #include <string> | ||
| #include <vector> | ||
|
|
||
| using std::string; | ||
| using std::vector; | ||
| using namespace singa; | ||
|
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||
| TEST(CommonTest, TestIntVecToString) { | ||
|
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| vector<int> num_vec {2, 3, 5, 7, 11}; | ||
| string str = "(2, 3, 5, 7, 11, )"; | ||
| ASSERT_EQ(str, IntVecToString(num_vec)); | ||
| } | ||
|
|
||
| TEST(CommonTest, TestStringPrintf) { | ||
| const char* str_a = "abc"; | ||
| const char* str_b = "edfgh"; | ||
| const char* str_c = " !@#"; | ||
| const char* str_d = "1"; | ||
| const char* str_e = "2"; | ||
| const char* str_f = "3"; | ||
|
|
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| string fmt_a = "%s%s%s"; | ||
| string fmt_b = "[%s] [%s] [%s] "; | ||
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| string str_d_a = "abcedfgh !@#"; | ||
| string str_d_b = "[1] [2] [3] "; | ||
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| ASSERT_EQ(str_d_a, StringPrintf(fmt_a, str_a, str_b, str_c)); | ||
| ASSERT_EQ(str_d_b, StringPrintf(fmt_b, str_d, str_e, str_f)); | ||
| } | ||
|
|
||
| TEST(CommonTest, TestGCDLCM) { | ||
| int a = 2, b = 5, c = 10, d = 15; | ||
|
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| ASSERT_EQ(1, gcd(a, b)); | ||
| ASSERT_EQ(5, gcd(c, d)); | ||
| ASSERT_EQ(10, LeastCommonMultiple(b, c)); | ||
| ASSERT_EQ(30, LeastCommonMultiple(c, d)); | ||
| } | ||
|
|
||
| TEST(CommonTest, TestMetric) { | ||
| string str, msg; | ||
| Metric metric; | ||
| metric.Add("a", 0.5); | ||
| metric.Add("b", 0.5); | ||
| metric.Add("a", 1.5); | ||
| str = metric.ToLogString(); | ||
| msg = metric.ToString(); | ||
| metric.Reset(); | ||
| metric.ParseFrom(msg); | ||
| ASSERT_EQ(str, metric.ToLogString()); | ||
| } | ||
|
|
||
| TEST(CommonTest, TestSlice) { | ||
| vector<vector<int>> slices_0; | ||
| vector<int> sizes {14112, 96, 256, 884736, 384}; | ||
| ASSERT_EQ(slices_0, Slice(0, sizes)); | ||
|
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| vector<vector<int>> slices_1 { | ||
| { 14112 }, | ||
| { 96 }, | ||
| { 256 }, | ||
| { 884736 }, | ||
| { 384 }, | ||
| }; | ||
|
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| vector<vector<int>> slices_2 { | ||
| { 14112 }, | ||
| { 96 }, | ||
| { 256 }, | ||
| { 435328, 449408 }, | ||
| { 384 }, | ||
| }; | ||
|
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| vector<vector<int>> slices_4 { | ||
| { 14112 }, | ||
| { 96 }, | ||
| { 256 }, | ||
| { 210432,224896,224896,224512 }, | ||
| { 384 }, | ||
| }; | ||
|
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| vector<vector<int>> slices_8 { | ||
| { 14112 }, | ||
| { 96 }, | ||
| { 256 }, | ||
| { 97984,112448,112448,112448,112448,112448,112448,112064 }, | ||
| { 384 }, | ||
| }; | ||
|
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||
| ASSERT_EQ(slices_1, Slice(1, sizes)); | ||
| ASSERT_EQ(slices_2, Slice(2, sizes)); | ||
| ASSERT_EQ(slices_4, Slice(4, sizes)); | ||
| ASSERT_EQ(slices_8, Slice(8, sizes)); | ||
| } | ||
|
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||
| TEST(CommonTest, TestPartitionSlices) { | ||
| vector<int> slices { | ||
| 97984,112448,112448,112448,112448,112448,112448,112064 | ||
| }; | ||
| vector<int> box_1 { 0, 0, 0, 0, 0, 0, 0, 0 }; | ||
| vector<int> box_2 { 0, 0, 0, 0, 1, 1, 1, 1 }; | ||
| vector<int> box_4 { 0, 0, 1, 1, 2, 2, 3, 3 }; | ||
| vector<int> box_8 { 0, 1, 2, 3, 4, 5, 6, 7 }; | ||
| ASSERT_EQ(box_1, PartitionSlices(1, slices)); | ||
| ASSERT_EQ(box_2, PartitionSlices(2, slices)); | ||
| ASSERT_EQ(box_4, PartitionSlices(4, slices)); | ||
| ASSERT_EQ(box_8, PartitionSlices(8, slices)); | ||
| } |