brushed thresholds (to cover rnn_ cases when there are convs)
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2003fa3f46
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@ -622,32 +622,21 @@ Engine::LoadExeNetworkImpl(const InferenceEngine::CNNNetwork &network, const std
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// Hybrid specific
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// Hybrid specific
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// etc
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// etc
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int num_streams;
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int num_streams;
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bool considerNonLimited = false;
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if (NetworkToleranceForLowCache.maxMemTolerance == NetworkPerfStats::memThresholdUnknown) {
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if (NetworkToleranceForLowCache.maxMemTolerance > NetworkPerfStats::memThresholdNotLimited) {
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std::cout << " case 1.0" <<std::endl;
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considerNonLimited = true;
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}
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if ((NetworkToleranceForLowCache.ratio_compute_convs == NetworkPerfStats::ALL)
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if ((NetworkToleranceForLowCache.ratio_compute_convs == NetworkPerfStats::ALL)
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|| (NetworkToleranceForLowCache.ratio_compute_deconvs == NetworkPerfStats::ALL)) {
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|| (NetworkToleranceForLowCache.ratio_compute_deconvs == NetworkPerfStats::ALL)) {
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std::cout << " case 1.1" <<std::endl;
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std::cout << " case 1.1" <<std::endl;
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considerNonLimited = true;
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}
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if (hasAVX512() && NetworkToleranceForLowCache.maxMemTolerance > NetworkPerfStats::memThresholdAssumeLimitedAVX512
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&& (NetworkToleranceForLowCache.ratio_mem_limited_convs <= NetworkPerfStats::memLimitedRatioThresholdAVX512)) {
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std::cout << " case 1.2" <<std::endl;
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considerNonLimited = true;
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}
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if (considerNonLimited) {
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num_streams = num_cores;
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num_streams = num_cores;
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std::cout << "case 1" <<std::endl;
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} else {
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// if (NetworkToleranceForLowCache.ratio_compute_convs > NetworkPerfStats::memComputeConvs) {
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// config[PluginConfigParams::KEY_CPU_THREADS_NUM] = std::to_string(
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// std::thread::hardware_concurrency());
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// std::cout << "ENABLING HT!!!" << std::endl;
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// }
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} else if (NetworkToleranceForLowCache.maxMemTolerance == NetworkPerfStats::memThresholdUnknown) {
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num_streams = default_num_streams;
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num_streams = default_num_streams;
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std::cout << "case 0" <<std::endl;
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std::cout << "case 0" <<std::endl;
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}
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} else if ((NetworkToleranceForLowCache.maxMemTolerance > NetworkPerfStats::memThresholdNotLimited)
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|| (hasAVX512()
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&& NetworkToleranceForLowCache.maxMemTolerance > NetworkPerfStats::memThresholdAssumeLimitedAVX512
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&& NetworkToleranceForLowCache.ratio_mem_limited_convs <= NetworkPerfStats::memLimitedRatioThresholdAVX512)) {
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std::cout << " case 1.0 or 1.2" <<std::endl;
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num_streams = num_cores;
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} else if (NetworkToleranceForLowCache.maxMemTolerance > NetworkPerfStats::memThresholdAssumeLimited) {
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} else if (NetworkToleranceForLowCache.maxMemTolerance > NetworkPerfStats::memThresholdAssumeLimited) {
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num_streams = std::max(default_num_streams, num_streams_default_not_ht);
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num_streams = std::max(default_num_streams, num_streams_default_not_ht);
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std::cout << "case 2" <<std::endl;
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std::cout << "case 2" <<std::endl;
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