[GPU] Refactor CTCGreedyDecoderSeqLen, CTCGreedyDecoder, CTCLoss (#20432)
* CTCGreedyDecoderSeqLen, CTCGreedyDecoder * CTCLoss --------- Co-authored-by: Pavel Durandin <pavel.durandin@intel.com>
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@ -3,35 +3,33 @@
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//
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#include <vector>
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#include "single_layer_tests/ctc_greedy_decoder.hpp"
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#include "single_op_tests/ctc_greedy_decoder.hpp"
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#include "common_test_utils/test_constants.hpp"
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using namespace LayerTestsDefinitions;
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using namespace ngraph::helpers;
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namespace {
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using ov::test::CTCGreedyDecoderLayerTest;
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// Common params
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const std::vector<InferenceEngine::Precision> netPrecisions = {
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InferenceEngine::Precision::FP32,
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InferenceEngine::Precision::FP16
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const std::vector<ov::element::Type> netPrecisions = {
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ov::element::f32,
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ov::element::f16
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};
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std::vector<bool> mergeRepeated{true, false};
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std::vector<std::vector<ov::Shape>> input_shapes_static = {
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{{ 50, 3, 3 }},
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{{ 50, 3, 7 }},
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{{ 50, 3, 8 }},
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{{ 50, 3, 16 }},
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{{ 50, 3, 128 }},
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{{ 50, 3, 49 }},
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{{ 50, 3, 55 }},
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{{ 1, 1, 16 }}};
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INSTANTIATE_TEST_SUITE_P(smoke_CtcGreedyDecoderBasic,
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CTCGreedyDecoderLayerTest,
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::testing::Combine(::testing::ValuesIn(netPrecisions),
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::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
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::testing::Values(InferenceEngine::Precision::UNSPECIFIED),
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::testing::Values(InferenceEngine::Layout::ANY),
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::testing::Values(InferenceEngine::Layout::ANY),
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::testing::Values(std::vector<size_t>({50, 3, 3}),
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std::vector<size_t>({50, 3, 7}),
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std::vector<size_t>({50, 3, 8}),
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std::vector<size_t>({50, 3, 16}),
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std::vector<size_t>({50, 3, 128}),
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std::vector<size_t>({50, 3, 49}),
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std::vector<size_t>({50, 3, 55}),
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std::vector<size_t>({1, 1, 16})),
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::testing::ValuesIn(ov::test::static_shapes_to_test_representation(input_shapes_static)),
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::testing::ValuesIn(mergeRepeated),
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::testing::Values(ov::test::utils::DEVICE_GPU)),
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CTCGreedyDecoderLayerTest::getTestCaseName);
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@ -3,30 +3,28 @@
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//
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#include <vector>
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#include "single_layer_tests/ctc_greedy_decoder_seq_len.hpp"
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#include "single_op_tests/ctc_greedy_decoder_seq_len.hpp"
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#include "common_test_utils/test_constants.hpp"
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using namespace LayerTestsDefinitions;
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using namespace ngraph::helpers;
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namespace {
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using ov::test::CTCGreedyDecoderSeqLenLayerTest;
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std::vector<std::vector<size_t>> inputShape{{1, 1, 1}, {1, 6, 10}, {3, 3, 16}, {5, 3, 55}};
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std::vector<std::vector<ov::Shape>> inputShape{{{1, 1, 1}}, {{1, 6, 10}}, {{3, 3, 16}}, {{5, 3, 55}}};
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const std::vector<InferenceEngine::Precision> probPrecisions = {
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InferenceEngine::Precision::FP32,
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InferenceEngine::Precision::FP16
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const std::vector<ov::element::Type> probPrecisions = {
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ov::element::f32,
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ov::element::f16
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};
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const std::vector<InferenceEngine::Precision> idxPrecisions = {
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InferenceEngine::Precision::I32,
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InferenceEngine::Precision::I64
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const std::vector<ov::element::Type> idxPrecisions = {
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ov::element::i32,
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ov::element::i64
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};
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std::vector<bool> mergeRepeated{true, false};
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INSTANTIATE_TEST_SUITE_P(smoke_set1,
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CTCGreedyDecoderSeqLenLayerTest,
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::testing::Combine(::testing::ValuesIn(inputShape),
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::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(inputShape)),
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::testing::Values(10),
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::testing::ValuesIn(probPrecisions),
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::testing::ValuesIn(idxPrecisions),
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@ -37,8 +35,8 @@ INSTANTIATE_TEST_SUITE_P(smoke_set1,
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INSTANTIATE_TEST_SUITE_P(smoke_set2,
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CTCGreedyDecoderSeqLenLayerTest,
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::testing::Combine(::testing::ValuesIn(std::vector<std::vector<size_t>>{{2, 8, 11},
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{4, 10, 55}}),
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::testing::Combine(::testing::ValuesIn(ov::test::static_shapes_to_test_representation(std::vector<std::vector<ov::Shape>>{{{2, 8, 11}},
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{{4, 10, 55}}})),
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::testing::ValuesIn(std::vector<int>{5, 100}),
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::testing::ValuesIn(probPrecisions),
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::testing::ValuesIn(idxPrecisions),
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@ -2,22 +2,21 @@
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// SPDX-License-Identifier: Apache-2.0
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//
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#include "single_layer_tests/ctc_loss.hpp"
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#include "single_op_tests/ctc_loss.hpp"
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#include <vector>
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using namespace LayerTestsDefinitions;
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namespace {
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using ov::test::CTCLossLayerTest;
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const std::vector<InferenceEngine::Precision> fPrecisions = {
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InferenceEngine::Precision::FP32,
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InferenceEngine::Precision::FP16,
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const std::vector<ov::element::Type> fPrecisions = {
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ov::element::f32,
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ov::element::f16,
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};
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const std::vector<InferenceEngine::Precision> iPrecisions = {
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InferenceEngine::Precision::I32,
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InferenceEngine::Precision::I64,
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const std::vector<ov::element::Type> iPrecisions = {
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ov::element::i32,
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ov::element::i64,
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};
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const std::vector<bool> preprocessCollapseRepeated = {true, false};
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@ -25,7 +24,6 @@ const std::vector<bool> ctcMergeRepeated = {true, false};
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const std::vector<bool> unique = {true, false};
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const auto ctcLossArgsSubset1 = testing::Combine(
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testing::Values(std::vector<size_t>({2, 3, 3})), // logits shape
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testing::ValuesIn(std::vector<std::vector<int>>({{2, 3}, {3, 3}})), // logits length
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testing::ValuesIn(
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std::vector<std::vector<std::vector<int>>>({{{0, 1, 0}, {1, 0, 1}}, {{0, 1, 2}, {1, 1, 1}}})), // labels
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@ -38,14 +36,14 @@ const auto ctcLossArgsSubset1 = testing::Combine(
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INSTANTIATE_TEST_SUITE_P(smoke_CTCLoss_Set1,
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CTCLossLayerTest,
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testing::Combine(ctcLossArgsSubset1,
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testing::ValuesIn(fPrecisions),
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testing::ValuesIn(iPrecisions),
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testing::Values(ov::test::utils::DEVICE_GPU)),
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testing::Values(ov::test::static_shapes_to_test_representation({{2, 3, 3}})), // logits shape
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testing::ValuesIn(fPrecisions),
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testing::ValuesIn(iPrecisions),
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testing::Values(ov::test::utils::DEVICE_GPU)),
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CTCLossLayerTest::getTestCaseName);
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const auto ctcLossArgsSubset2 =
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testing::Combine(testing::Values(std::vector<size_t>({3, 6, 8})), // logits shape
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testing::ValuesIn(std::vector<std::vector<int>>({{6, 5, 6}, {5, 5, 5}})), // logits length
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testing::Combine(testing::ValuesIn(std::vector<std::vector<int>>({{6, 5, 6}, {5, 5, 5}})), // logits length
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testing::ValuesIn(std::vector<std::vector<std::vector<int>>>(
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{{{4, 1, 2, 3, 4, 5}, {5, 4, 3, 0, 1, 0}, {2, 1, 3, 1, 3, 0}},
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{{2, 1, 5, 3, 2, 6}, {3, 3, 3, 3, 3, 3}, {6, 5, 6, 5, 6, 5}}})), // labels
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@ -58,8 +56,9 @@ const auto ctcLossArgsSubset2 =
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INSTANTIATE_TEST_SUITE_P(smoke_CTCLoss_Set2,
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CTCLossLayerTest,
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testing::Combine(ctcLossArgsSubset2,
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testing::ValuesIn(fPrecisions),
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testing::ValuesIn(iPrecisions),
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testing::Values(ov::test::utils::DEVICE_GPU)),
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testing::Values(ov::test::static_shapes_to_test_representation({{3, 6, 8}})), // logits shape
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testing::ValuesIn(fPrecisions),
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testing::ValuesIn(iPrecisions),
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testing::Values(ov::test::utils::DEVICE_GPU)),
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CTCLossLayerTest::getTestCaseName);
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} // namespace
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