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Add perf metrics support for WhisperStaticPipeline #1337
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Original file line number | Diff line number | Diff line change |
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// Copyright (C) 2023-2024 Intel Corporation | ||
// SPDX-License-Identifier: Apache-2.0 | ||
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#include "whisper_utils.hpp" | ||
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namespace ov { | ||
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namespace genai { | ||
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namespace utils { | ||
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void infer_with_perf_metrics(ov::InferRequest& request, ov::genai::RawPerfMetrics& raw_metrics) { | ||
const auto infer_start = std::chrono::steady_clock::now(); | ||
request.infer(); | ||
const auto infer_end = std::chrono::steady_clock::now(); | ||
const auto infer_ms = ov::genai::PerfMetrics::get_microsec(infer_end - infer_start); | ||
raw_metrics.m_inference_durations[0] += MicroSeconds(infer_ms); | ||
raw_metrics.m_token_infer_durations.emplace_back(infer_ms); | ||
raw_metrics.m_new_token_times.emplace_back(infer_end); | ||
raw_metrics.m_batch_sizes.emplace_back(1); | ||
} | ||
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template <typename T> | ||
void filter_by_ranges(std::vector<T>& value, size_t offset, std::vector<std::pair<size_t, size_t>>& ranges) { | ||
OPENVINO_ASSERT(ranges.empty() || value.size() >= (offset + ranges.back().second)); | ||
std::vector<T> result{value.begin(), value.begin() + offset}; | ||
for (auto [start, end] : ranges) { | ||
result.insert(result.end(), value.begin() + offset + start, value.begin() + offset + end); | ||
} | ||
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value = result; | ||
} | ||
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void filter_non_segment_metrics(ov::genai::RawPerfMetrics& raw_metrics, | ||
size_t offset, | ||
std::vector<std::pair<size_t, size_t>>& ranges) { | ||
filter_by_ranges(raw_metrics.m_token_infer_durations, offset, ranges); | ||
filter_by_ranges(raw_metrics.m_new_token_times, offset, ranges); | ||
filter_by_ranges(raw_metrics.m_batch_sizes, offset, ranges); | ||
} | ||
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} // namespace utils | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. identation is broken |
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} // namespace genai | ||
} // namespace ov |
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// Copyright (C) 2023-2024 Intel Corporation | ||
// SPDX-License-Identifier: Apache-2.0 | ||
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#pragma once | ||
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#include <openvino/openvino.hpp> | ||
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#include "openvino/genai/perf_metrics.hpp" | ||
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namespace ov { | ||
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namespace genai { | ||
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namespace utils { | ||
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void infer_with_perf_metrics(ov::InferRequest& request, ov::genai::RawPerfMetrics& raw_metrics); | ||
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template <typename T> | ||
void filter_by_ranges(std::vector<T>& value, size_t offset, std::vector<std::pair<size_t, size_t>>& ranges); | ||
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. It seems |
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void filter_non_segment_metrics(ov::genai::RawPerfMetrics& raw_metrics, | ||
size_t offset, | ||
std::vector<std::pair<size_t, size_t>>& ranges); | ||
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} //namespace utils | ||
} // namespace genai | ||
} // namespace ov |
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I believe just
2024