diff options
Diffstat (limited to 'reference_model/test/generate_tests.cpp')
| -rw-r--r-- | reference_model/test/generate_tests.cpp | 159 |
1 files changed, 159 insertions, 0 deletions
diff --git a/reference_model/test/generate_tests.cpp b/reference_model/test/generate_tests.cpp index c01a223..c45c5b6 100644 --- a/reference_model/test/generate_tests.cpp +++ b/reference_model/test/generate_tests.cpp @@ -1065,4 +1065,163 @@ TEST_CASE("positive - FP16 depthwise_conv2d dot product (first 3 values)") } } +void transpose_conv2d_test_FP16(const std::string tosaName[3], + const size_t tosaElements[3], + const std::string templateJsonCfg, + const std::string setStr, + int32_t param, + const std::vector<uint16_t> lastExpected) +{ + std::string jsonCfg = templateJsonCfg; + update_json_template(jsonCfg, "_SET_", setStr); + + std::vector<half_float::half> buffer(tosaElements[param]); + REQUIRE(tgd_generate_data(jsonCfg.c_str(), tosaName[param].c_str(), (void*)buffer.data(), tosaElements[param] * 2)); + std::vector<half_float::half> last_three(buffer.end() - std::min<int>(3, buffer.size()), buffer.end()); + check_output<half_float::half>(last_three, lastExpected); +} + +TEST_CASE("positive - FP16 transpose_conv2d dot product (last 3 values)") +{ + std::string templateJsonCfg = R"({ + "tensors" : { + "input" : { + "generator": "DOT_PRODUCT", + "data_type": "FP16", + "input_type": "VARIABLE", + "shape" : [1, 5, 6, 3], + "input_pos": 0, + "op" : "TRANSPOSE_CONV2D", + "dot_product_info": { + "s": _SET_, + "ks": 30, + "acc_type": "FP16", + "kernel": [5, 2] + } + }, + "weight" : { + "generator": "DOT_PRODUCT", + "data_type": "FP16", + "input_type": "CONSTANT", + "shape" : [3, 5, 2, 3], + "input_pos": 1, + "op" : "TRANSPOSE_CONV2D", + "dot_product_info": { + "s": _SET_, + "ks": 30, + "acc_type": "FP16" + } + }, + "bias" : { + "generator": "DOT_PRODUCT", + "data_type": "FP16", + "input_type": "CONSTANT", + "shape" : [3], + "input_pos": 2, + "op" : "TRANSPOSE_CONV2D", + "dot_product_info": { + "s": _SET_, + "ks": 30, + "acc_type": "FP16" + } + } + + } + })"; + + const std::string tosaName[3] = { "input", "weight", "bias" }; + const size_t tosaElements[3] = { (1 * 5 * 6 * 3), (3 * 5 * 2 * 3), 3 }; + + SUBCASE("transpose_conv2d, set 0, param 0") + { + std::vector<uint16_t> expected = { 0x30e3, 0x0, 0x38e7 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "0", 0, expected); + } + SUBCASE("transpose_conv2d, set 0, param 1") + { + std::vector<uint16_t> expected = { 0x0, 0x312a, 0x0 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "0", 1, expected); + } + SUBCASE("transpose_conv2d, set 0, param 2") + { + std::vector<uint16_t> expected = { 0x0, 0x0, 0x0 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "0", 2, expected); + } + SUBCASE("transpose_conv2d, set 1, param 0") + { + std::vector<uint16_t> expected = { 0x4eb3, 0x4fce, 0x4e4e }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "1", 0, expected); + } + SUBCASE("transpose_conv2d, set 1, param 1") + { + std::vector<uint16_t> expected = { 0x4e79, 0x4ed8, 0x502e }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "1", 1, expected); + } + SUBCASE("transpose_conv2d, set 1, param 2") + { + std::vector<uint16_t> expected = { 0x6426, 0x6635, 0x680e }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "1", 2, expected); + } + SUBCASE("transpose_conv2d, set 2, param 0") + { + std::vector<uint16_t> expected = { 0xb05d, 0xaf37, 0xa424 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "2", 0, expected); + } + SUBCASE("transpose_conv2d, set 2, param 1") + { + std::vector<uint16_t> expected = { 0x3182, 0xacff, 0xaf9a }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "2", 1, expected); + } + SUBCASE("transpose_conv2d, set 2, param 2") + { + std::vector<uint16_t> expected = { 0x0, 0x0, 0x0 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "2", 2, expected); + } + SUBCASE("transpose_conv2d, set 3, param 0") + { + std::vector<uint16_t> expected = { 0xbc41, 0x1cbe, 0x3009 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "3", 0, expected); + } + SUBCASE("transpose_conv2d, set 3, param 1") + { + std::vector<uint16_t> expected = { 0x35ac, 0x3b2a, 0x2db4 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "3", 1, expected); + } + SUBCASE("transpose_conv2d, set 3, param 2") + { + std::vector<uint16_t> expected = { 0x0, 0x0, 0x0 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "3", 2, expected); + } + SUBCASE("transpose_conv2d, set 4, param 0") + { + std::vector<uint16_t> expected = { 0x0, 0x0, 0x4953 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "4", 0, expected); + } + SUBCASE("transpose_conv2d, set 4, param 1") + { + std::vector<uint16_t> expected = { 0x4e62, 0xcd17, 0x0 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "4", 1, expected); + } + SUBCASE("transpose_conv2d, set 4, param 2") + { + std::vector<uint16_t> expected = { 0x0, 0x0, 0x0 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "4", 2, expected); + } + SUBCASE("transpose_conv2d, set 5, param 0") + { + std::vector<uint16_t> expected = { 0x505a, 0x4ff8, 0xd174 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "5", 0, expected); + } + SUBCASE("transpose_conv2d, set 5, param 1") + { + std::vector<uint16_t> expected = { 0xd10e, 0xc728, 0xcd2e }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "5", 1, expected); + } + SUBCASE("transpose_conv2d, set 5, param 2") + { + std::vector<uint16_t> expected = { 0x0, 0x0, 0x0 }; + transpose_conv2d_test_FP16(tosaName, tosaElements, templateJsonCfg, "5", 2, expected); + } +} + TEST_SUITE_END(); // generate |