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author | Jeremy Johnson <jeremy.johnson@arm.com> | 2023-12-07 16:35:28 +0000 |
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committer | Eric Kunze <eric.kunze@arm.com> | 2023-12-14 17:56:51 +0000 |
commit | a8420add949564053495ef78f3213f163c30fb9a (patch) | |
tree | 4c5e2783433e9443b2ed02e5e25c51cc5de2affd /reference_model/test | |
parent | 81db5d2f275f69cc0d3e8687af57bdba99971042 (diff) | |
download | reference_model-a8420add949564053495ef78f3213f163c30fb9a.tar.gz |
Main Compliance testing for SCATTER and GATHER
Added indices shuffling and random INT32 support to generate lib
with testing of these new random generator modes
Signed-off-by: Jeremy Johnson <jeremy.johnson@arm.com>
Change-Id: I058d8b092470228075e8fe69c2ededa639163003
Diffstat (limited to 'reference_model/test')
-rw-r--r-- | reference_model/test/generate_tests.cpp | 75 |
1 files changed, 74 insertions, 1 deletions
diff --git a/reference_model/test/generate_tests.cpp b/reference_model/test/generate_tests.cpp index 2c318e0..e4a6d20 100644 --- a/reference_model/test/generate_tests.cpp +++ b/reference_model/test/generate_tests.cpp @@ -448,7 +448,7 @@ TEST_CASE("positive - FP32 conv2d dot product (last 3 values)") conv2d_test_FP32(tosaName, tosaElements, templateJsonCfg, "5", 2, lastExpected); } } -TEST_CASE("positive - pseudo random") +TEST_CASE("positive - FP32 pseudo random") { std::string templateJsonCfg = R"({ "tensors" : { @@ -823,4 +823,77 @@ TEST_CASE("positive - FP32 avg_pool2d dot product (first 3 values)") avg_pool2d_test_FP32(tosaName, tosaElements, templateJsonCfg, "5", expected); } } + +TEST_CASE("positive - INT32 pseudo random") +{ + std::string templateJsonCfg = R"({ + "tensors" : { + "input0" : { + "generator": "PSEUDO_RANDOM", + "data_type": "INT32", + "input_type": "VARIABLE", + "shape" : [ 2, 12 ], + "input_pos": 0, + "op" : "SCATTER", + "pseudo_random_info": { + "rng_seed": 13, + "range": [ "-5", "5" ] + } + }, + "input1" : { + "generator": "PSEUDO_RANDOM", + "data_type": "INT32", + "input_type": "VARIABLE", + "shape" : [ 2, 10 ], + "input_pos": 1, + "op" : "SCATTER", + "pseudo_random_info": { + "rng_seed": 14, + "range": [ "0", "9" ] + } + } + + } + })"; + + const std::string tosaNameP0 = "input0"; + const size_t tosaElementsP0 = 2 * 12; + const std::string tosaNameP1 = "input1"; + const size_t tosaElementsP1 = 2 * 10; + + SUBCASE("scatter - int32 random") + { + std::string jsonCfg = templateJsonCfg; + + std::vector<int32_t> bufferP0(tosaElementsP0); + REQUIRE(tgd_generate_data(jsonCfg.c_str(), tosaNameP0.c_str(), (void*)bufferP0.data(), tosaElementsP0 * 4)); + for (auto e = bufferP0.begin(); e < bufferP0.end(); ++e) + { + // Check the values are within range + bool withinRange = (*e >= -5 && *e <= 5); + REQUIRE(withinRange); + } + } + + SUBCASE("scatter - int32 row shuffle") + { + std::string jsonCfg = templateJsonCfg; + + std::vector<int32_t> bufferP1(tosaElementsP1); + REQUIRE(tgd_generate_data(jsonCfg.c_str(), tosaNameP1.c_str(), (void*)bufferP1.data(), tosaElementsP1 * 4)); + + std::vector<bool> set; + for (int32_t n = 0; n < 2; ++n) + { + set.assign(10, false); + for (int32_t i = 0; i < 10; ++i) + { + auto idx = bufferP1[i]; + // Check that the values in the buffer only occur once + REQUIRE(!set[idx]); + set[idx] = true; + } + } + } +} TEST_SUITE_END(); // generate |