From 25f211ee759ec4d4fdba4d17b08b7ea482d6d9a7 Mon Sep 17 00:00:00 2001 From: Andrzej Kopytko Date: Tue, 30 Apr 2024 09:49:31 +0200 Subject: [PATCH] DOCS Banchmark full update to master from 24 1 port (#24313) this port to master for: https://github.com/openvinotoolkit/openvino/pull/24144 https://github.com/openvinotoolkit/openvino/pull/24230 https://github.com/openvinotoolkit/openvino/pull/24256 --------- Co-authored-by: Karol Blaszczak --- .../about-openvino/performance-benchmarks.rst | 135 ++- .../model-accuracy-int8-fp32.rst | 42 +- .../performance-benchmarks-faq.rst | 10 +- .../about-openvino/release-notes-openvino.rst | 700 ++++++++--- docs/home.rst | 186 +++ .../OV-2024.0-Performance-Data.xlsx | Bin 282923 -> 0 bytes .../OV-2024.0-platform_list.pdf | Bin 224362 -> 0 bytes .../OV-2024.0-system-info-detailed.xlsx | Bin 85682 -> 0 bytes .../OV-2024.1-Performance-Data.xlsx | Bin 0 -> 288794 bytes .../OV-2024.1-platform_list.pdf | Bin 0 -> 221920 bytes .../OV-2024.1-system-info-detailed.xlsx | Bin 0 -> 76923 bytes .../benchmarks_files/OV-benchmark-data.csv | 1019 +++++++++-------- 12 files changed, 1341 insertions(+), 751 deletions(-) create mode 100644 docs/home.rst delete mode 100644 docs/sphinx_setup/_static/benchmarks_files/OV-2024.0-Performance-Data.xlsx delete mode 100644 docs/sphinx_setup/_static/benchmarks_files/OV-2024.0-platform_list.pdf delete mode 100644 docs/sphinx_setup/_static/benchmarks_files/OV-2024.0-system-info-detailed.xlsx create mode 100644 docs/sphinx_setup/_static/benchmarks_files/OV-2024.1-Performance-Data.xlsx create mode 100644 docs/sphinx_setup/_static/benchmarks_files/OV-2024.1-platform_list.pdf create mode 100644 docs/sphinx_setup/_static/benchmarks_files/OV-2024.1-system-info-detailed.xlsx diff --git a/docs/articles_en/about-openvino/performance-benchmarks.rst b/docs/articles_en/about-openvino/performance-benchmarks.rst index 11e7d723d6b..aef6b8be5c6 100644 --- a/docs/articles_en/about-openvino/performance-benchmarks.rst +++ b/docs/articles_en/about-openvino/performance-benchmarks.rst @@ -17,10 +17,12 @@ Performance Benchmarks performance-benchmarks/getting-performance-numbers -This page presents benchmark results for `Intel® Distribution of OpenVINO™ toolkit `__ -and :doc:`OpenVINO Model Server <../ovms_what_is_openvino_model_server>`, for a representative selection of public neural networks and Intel® devices. -The results may help you decide which hardware to use in your applications or plan AI workload for the hardware you have already implemented in your solutions. -Click the buttons below to see the chosen benchmark data. +This page presents benchmark results for +`Intel® Distribution of OpenVINO™ toolkit `__ +and :doc:`OpenVINO Model Server <../ovms_what_is_openvino_model_server>`, for a representative +selection of public neural networks and Intel® devices. The results may help you decide which +hardware to use in your applications or plan AI workload for the hardware you have already +implemented in your solutions. Click the buttons below to see the chosen benchmark data. .. grid:: 1 1 2 2 :gutter: 4 @@ -66,36 +68,41 @@ Please visit the tabs below for more information on key performance indicators a throughput per dollar of system cost is the best measure of value. The value KPI is calculated as “Throughput measured as inferences per second / price of inference engine”. This means for a 2 socket system 2x the price of a CPU is used. Prices are as per - date of benchmarking and sources can be found as links in the Hardware Platforms (PDF) description below. + date of benchmarking and sources can be found as links in the Hardware Platforms (PDF) + description below. .. tab-item:: Efficiency :sync: efficiency System power is a key consideration from the edge to the data center. When selecting - deep learning solutions, power efficiency (throughput/watt) is a critical factor to consider. - Intel designs provide excellent power efficiency for running deep learning workloads. - The efficiency KPI is calculated as “Throughput measured as inferences per second / TDP of - inference engine”. This means for a 2 socket system 2x the power dissipation (TDP) of a CPU is used. - TDP-values are as per date of benchmarking and sources can be found as links in the Hardware Platforms (PDF) description below. + deep learning solutions, power efficiency (throughput/watt) is a critical factor to + consider. Intel designs provide excellent power efficiency for running deep learning + workloads. The efficiency KPI is calculated as “Throughput measured as inferences per + second / TDP of inference engine”. This means for a 2 socket system 2x the power + dissipation (TDP) of a CPU is used. TDP-values are as per date of benchmarking and sources + can be found as links in the Hardware Platforms (PDF) description below. .. tab-item:: Latency :sync: latency - This measures the synchronous execution of inference requests and is reported in milliseconds. - Each inference request (for example: preprocess, infer, postprocess) is allowed to complete before - the next is started. This performance metric is relevant in usage scenarios where a single image - input needs to be acted upon as soon as possible. An example would be the healthcare sector where - medical personnel only request analysis of a single ultra sound scanning image or in real-time or - near real-time applications for example an industrial robot's response to actions in its environment - or obstacle avoidance for autonomous vehicles. + This measures the synchronous execution of inference requests and is reported in + milliseconds. Each inference request (for example: preprocess, infer, postprocess) is + allowed to complete before the next is started. This performance metric is relevant in + usage scenarios where a single image input needs to be acted upon as soon as possible. An + example would be the healthcare sector where medical personnel only request analysis of a + single ultra sound scanning image or in real-time or near real-time applications for + example an industrial robot's response to actions in its environment or obstacle avoidance + for autonomous vehicles. .. tab-item:: Workload Parameters :sync: workloadparameters - The workload parameters affect the performance results of the different models we use for benchmarking. - Image processing models have different image size definitions and the Natural Language Processing models - have different max token list lengths. All these can be found in detail in the :doc:`FAQ section `. - All models are executed using a batch size of 1. Below are the parameters for the GenAI models we display. + The workload parameters affect the performance results of the different models we use for + benchmarking. Image processing models have different image size definitions and the + Natural Language Processing models have different max token list lengths. All these can + be found in detail in the :doc:`FAQ section `. + All models are executed using a batch size of 1. Below are the parameters for the GenAI + models we display. * Input tokens: 1024, * Output tokens: 128, @@ -119,21 +126,21 @@ For a listing of all platforms and configurations used for testing, refer to the .. grid-item:: - .. button-link:: ../_static/benchmarks_files/OV-2024.0-platform_list.pdf + .. button-link:: ../_static/benchmarks_files/OV-2024.1-platform_list.pdf :color: primary :outline: :expand: :material-regular:`download;1.5em` Click for Hardware Platforms [PDF] - .. button-link:: ../_static/benchmarks_files/OV-2024.0-system-info-detailed.xlsx + .. button-link:: ../_static/benchmarks_files/OV-2024.1-system-info-detailed.xlsx :color: primary :outline: :expand: :material-regular:`download;1.5em` Click for Configuration Details [XLSX] - .. button-link:: ../_static/benchmarks_files/OV-2024.0-Performance-Data.xlsx + .. button-link:: ../_static/benchmarks_files/OV-2024.1-Performance-Data.xlsx :color: primary :outline: :expand: @@ -141,15 +148,16 @@ For a listing of all platforms and configurations used for testing, refer to the :material-regular:`download;1.5em` Click for Performance Data [XLSX] -The OpenVINO benchmark setup includes a single system with OpenVINO™, as well as the benchmark application installed. -It measures the time spent on actual inference (excluding any pre or post processing) and then reports on the inferences -per second (or Frames Per Second). +The OpenVINO benchmark setup includes a single system with OpenVINO™, as well as the benchmark +application installed. It measures the time spent on actual inference (excluding any pre or post +processing) and then reports on the inferences per second (or Frames Per Second). -OpenVINO™ Model Server (OVMS) employs the Intel® Distribution of OpenVINO™ toolkit runtime libraries and exposes a set of -models via a convenient inference API over gRPC or HTTP/REST. Its benchmark results are measured with the configuration of -multiple-clients-single-server, using two hardware platforms connected by ethernet. Network bandwidth depends on both, platforms -and models under investigation. It is set not to be a bottleneck for workload intensity. The connection is dedicated -only to measuring performance. +OpenVINO™ Model Server (OVMS) employs the Intel® Distribution of OpenVINO™ toolkit runtime +libraries and exposes a set of models via a convenient inference API over gRPC or HTTP/REST. +Its benchmark results are measured with the configuration of multiple-clients-single-server, +using two hardware platforms connected by ethernet. Network bandwidth depends on both, platforms +and models under investigation. It is set not to be a bottleneck for workload intensity. The +connection is dedicated only to measuring performance. .. dropdown:: See more details about OVMS benchmark setup @@ -158,22 +166,28 @@ only to measuring performance. .. image:: ../_static/images/performance_benchmarks_ovms_02.png :alt: OVMS Benchmark Setup Diagram - * **OpenVINO™ Model Server** is launched as a docker container on the server platform and it listens (and answers on) - requests from clients. OpenVINO™ Model Server is run on the same machine as the OpenVINO™ toolkit benchmark application - in corresponding benchmarking. Models served by OpenVINO™ Model Server are located in a local file system mounted into - the docker container. The OpenVINO™ Model Server instance communicates with other components via ports over a dedicated docker network. + * **OpenVINO™ Model Server** is launched as a docker container on the server platform and it + listens to (and answers) requests from clients. OpenVINO™ Model Server is run on the same + system as the OpenVINO™ toolkit benchmark application in corresponding benchmarking. Models + served by OpenVINO™ Model Server are located in a local file system mounted into the docker + container. The OpenVINO™ Model Server instance communicates with other components via ports + over a dedicated docker network. - * **Clients** are run in separated physical machine referred to as client platform. Clients are implemented in Python3 - programming language based on TensorFlow* API and they work as parallel processes. Each client waits for a response from OpenVINO™ - Model Server before it will send a new next request. The role played by the clients is also verification of responses. + * **Clients** are run in separated physical machine referred to as client platform. Clients + are implemented in Python3 programming language based on TensorFlow* API and they work as + parallel processes. Each client waits for a response from OpenVINO™ Model Server before it + will send a new next request. The role played by the clients is also verification of + responses. - * **Load balancer** works on the client platform in a docker container. HAProxy is used for this purpose. Its main role is - counting of requests forwarded from clients to OpenVINO™ Model Server, estimating its latency, and sharing this information by - Prometheus service. The reason of locating the load balancer on the client site is to simulate real life scenario that includes - impact of physical network on reported metrics. + * **Load balancer** works on the client platform in a docker container. HAProxy is used for + this purpose. Its main role is counting of requests forwarded from clients to OpenVINO™ + Model Server, estimating its latency, and sharing this information by Prometheus service. + The reason of locating the load balancer on the client site is to simulate real life + scenario that includes impact of physical network on reported metrics. - * **Execution Controller** is launched on the client platform. It is responsible for synchronization of the whole measurement process, - downloading metrics from the load balancer, and presenting the final report of the execution. + * **Execution Controller** is launched on the client platform. It is responsible for + synchronization of the whole measurement process, downloading metrics from the load + balancer, and presenting the final report of the execution. @@ -181,12 +195,16 @@ only to measuring performance.

Test performance yourself

-You can also test performance for your system yourself, following the guide on :doc:`getting performance numbers `. +You can also test performance for your system yourself, following the guide on +:doc:`getting performance numbers `. -Performance of a particular application can also be evaluated virtually using `Intel® DevCloud for the Edge `__. -It is a remote development environment with access to Intel® hardware and the latest versions of the Intel® Distribution of the OpenVINO™ Toolkit. -To learn more about it, visit `the website `__ -or `create an account `__. +Performance of a particular application can also be evaluated virtually using +`Intel® DevCloud for the Edge `__. +It is a remote development environment with access to Intel® hardware and the latest versions +of the Intel® Distribution of the OpenVINO™ Toolkit. To learn more about it, visit +`the website `__ +or +`create an account `__. .. raw:: html @@ -194,17 +212,22 @@ or `create an account Disclaimers -* Intel® Distribution of OpenVINO™ toolkit performance results are based on release 2024.0, as of March 06, 2024. +* Intel® Distribution of OpenVINO™ toolkit performance results are based on release + 2024.1, as of April 17, 2024. -* OpenVINO Model Server performance results are based on release 2024.0, as of March 15, 2024. +* OpenVINO Model Server performance results are based on release + 2024.0, as of March 15, 2024. -The results may not reflect all publicly available updates. Intel technologies' features and benefits depend on system configuration -and may require enabled hardware, software, or service activation. Learn more at intel.com, or from the OEM or retailer. +The results may not reflect all publicly available updates. Intel technologies' features and +benefits depend on system configuration and may require enabled hardware, software, or service +activation. Learn more at intel.com, or from the OEM or retailer. See configuration disclosure for details. No product can be absolutely secure. -Performance varies by use, configuration and other factors. Learn more at `www.intel.com/PerformanceIndex `__. +Performance varies by use, configuration and other factors. Learn more at +`www.intel.com/PerformanceIndex `__. Your costs and results may vary. -Intel optimizations, for Intel compilers or other products, may not optimize to the same degree for non-Intel products. +Intel optimizations, for Intel compilers or other products, may not optimize to the same degree +for non-Intel products. diff --git a/docs/articles_en/about-openvino/performance-benchmarks/model-accuracy-int8-fp32.rst b/docs/articles_en/about-openvino/performance-benchmarks/model-accuracy-int8-fp32.rst index 384a7171773..4f080887742 100644 --- a/docs/articles_en/about-openvino/performance-benchmarks/model-accuracy-int8-fp32.rst +++ b/docs/articles_en/about-openvino/performance-benchmarks/model-accuracy-int8-fp32.rst @@ -29,16 +29,16 @@ the table for more information. * - bert-base-cased - SST-2_bert_cased_padded - spearman@cosine - - 3.28% + - 2.93% - 2.68% - - 2.91% + - 2.76% - 2.72% * - bert-large-uncased-whole-word-masking-squad-0001 - SQUAD_v1_1_bert_msl384_mql64_ds128_lowercase - F1 - - 0.07% + - 0.19% - -0.03% - - 0.13% + - 0.03% - 0.11% * - efficientdet-d0 - COCO2017_detection_91cl @@ -57,7 +57,7 @@ the table for more information. * - mobilenet-v2 - ImageNet2012 - accuracy @ top1 - - % + - - -0.97% - -0.97% - -0.95% @@ -85,9 +85,9 @@ the table for more information. * - unet-camvid-onnx-0001 - CamVid_12cl - mean_iou @ mean - - -6.32% - - 6.40% + - -6.28% - 6.41% + - 6.46% - 6.40% * - yolo_v3_tiny - COCO2017_detection_80cl @@ -131,6 +131,13 @@ the table for more information. - 3.49 - 3.19 - + * - Falcon-7b-instruct + - Bai Ze (65%), GPT4All (25%), GPTeacher (5%), RefinedWeb-english (5%) + - ppl + - + - + - + - .. list-table:: Model Accuracy for BF16, FP32 and FP16 (FP16: Flex-170 only. BF16: Xeon(R) 8490H only) :header-rows: 1 @@ -157,7 +164,7 @@ the table for more information. - 0.04% - 0.04% - 0.04% - - 0.05% + - 0.06% - 0.05% * - efficientdet-d0 - COCO2017_detection_91cl @@ -172,9 +179,9 @@ the table for more information. - coco_orig_precision - -0.01% - -0.02% - - % + - -0.01% - 0.09% - - 0.02% + - 0.00% * - mobilenet-v2 - ImageNet2012 - accuracy @ top1 @@ -206,7 +213,7 @@ the table for more information. - 0.01% - 0.01% - 0.04% - - -0.04% + - -0.02% * - unet-camvid-onnx-0001 - CamVid_12cl - mean_iou @ mean @@ -251,8 +258,8 @@ the table for more information. - LIAON-5B - CLIP - - - - - + - 31.3 + - 22.4 - - * - Mistral-7b @@ -263,7 +270,14 @@ the table for more information. - 3.19 - - - + * - Falcon-7b-instruct + - Bai Ze (65%), GPT4All (25%), GPTeacher (5%), RefinedWeb-english (5%) + - ppl + - + - + - + - + - Notes: For all accuracy metrics except perplexity a "-", (minus sign), indicates an accuracy drop. For perplexity (ppl) the values do not indicate a deviation from a reference but are the actual measured diff --git a/docs/articles_en/about-openvino/performance-benchmarks/performance-benchmarks-faq.rst b/docs/articles_en/about-openvino/performance-benchmarks/performance-benchmarks-faq.rst index 8e05d470362..2652626a574 100644 --- a/docs/articles_en/about-openvino/performance-benchmarks/performance-benchmarks-faq.rst +++ b/docs/articles_en/about-openvino/performance-benchmarks/performance-benchmarks-faq.rst @@ -32,7 +32,6 @@ Performance Information F.A.Q. All of the performance benchmarks are generated using the open-source tool within the Intel® Distribution of OpenVINO™ toolkit called :doc:`benchmark_app <../../learn-openvino/openvino-samples/benchmark-tool>`. - This tool is available for Python and C++ apps. For a simple instruction on testing performance, see the :doc:`Getting Performance Numbers Guide `. @@ -53,6 +52,10 @@ Performance Information F.A.Q. - THUDM - Transformer - 32K + * - `Falcon-7b-instruct `__ + - Hugginface + - Causal Decoder-only + - 2048 * - `Llama-2-7b-chat `__ - Meta AI - Auto regressive language @@ -115,8 +118,9 @@ Performance Information F.A.Q. Intel partners with vendors all over the world. For a list of Hardware Manufacturers, see the `Intel® AI: In Production Partners & Solutions Catalog `__. - Before purchasing any hardware, you can test and run models remotely, using - `Intel® DevCloud for the Edge `__. + For more details, see the :doc:`Supported Devices <../compatibility-and-support/supported-devices>`. + documentation. Before purchasing any hardware, you can test and run + models remotely, using `Intel® DevCloud for the Edge `__. .. dropdown:: How can I optimize my models for better performance or accuracy? diff --git a/docs/articles_en/about-openvino/release-notes-openvino.rst b/docs/articles_en/about-openvino/release-notes-openvino.rst index 1cb9b34dc9f..2ad5a1c674a 100644 --- a/docs/articles_en/about-openvino/release-notes-openvino.rst +++ b/docs/articles_en/about-openvino/release-notes-openvino.rst @@ -1,4 +1,6 @@ -.. {#openvino_release_notes} +.. meta:: + :description: See what has changed in OpenVINO with the latest release, as well as all + previous releases in this year's cycle. OpenVINO Release Notes ============================= @@ -11,48 +13,45 @@ OpenVINO Release Notes release-notes-openvino/release-policy -2024.0 - 06 March 2024 + +2024.1 - 24 April 2024 ############################# -:doc:`System Requirements <./release-notes-openvino/system-requirements>` | :doc:`Installation Guides <./../get-started/install-openvino>` +:doc:`System Requirements <./release-notes-openvino/system-requirements>` | :doc:`Release policy <./release-notes-openvino/release-policy>` | :doc:`Installation Guides <./../get-started/install-openvino>` What's new +++++++++++++++++++++++++++++ -* More Generative AI coverage and framework integrations to minimize code changes. +* More Gen AI coverage and framework integrations to minimize code changes. - * Improved out-of-the-box experience for TensorFlow sentence encoding models through the - installation of OpenVINO™ toolkit Tokenizers. - * New and noteworthy models validated: - Mistral, StableLM-tuned-alpha-3b, and StableLM-Epoch-3B. - * OpenVINO™ toolkit now supports Mixture of Experts (MoE), a new architecture that helps - process more efficient generative models through the pipeline. - * JavaScript developers now have seamless access to OpenVINO API. This new binding enables a - smooth integration with JavaScript API. + * Mixtral and URLNet models optimized for performance improvements on Intel® Xeon® processors. + * Stable Diffusion 1.5, ChatGLM3-6B, and Qwen-7B models optimized for improved inference speed + on Intel® Core™ Ultra processors with integrated GPU. + * Support for Falcon-7B-Instruct, a GenAI Large Language Model (LLM) ready-to-use chat/instruct + model with superior performance metrics. + * New Jupyter Notebooks added: YOLO V9, YOLO V8 Oriented Bounding Boxes Detection (OOB), Stable + Diffusion in Keras, MobileCLIP, RMBG-v1.4 Background Removal, Magika, TripoSR, AnimateAnyone, + LLaVA-Next, and RAG system with OpenVINO and LangChain. -* Broader Large Language Model (LLM) support and more model compression techniques. +* Broader LLM model support and more model compression techniques. - * Broader Large Language Model (LLM) support and more model compression techniques. - * Improved quality on INT4 weight compression for LLMs by adding the popular technique, - Activation-aware Weight Quantization, to the Neural Network Compression Framework (NNCF). - This addition reduces memory requirements and helps speed up token generation. - * Experience enhanced LLM performance on Intel® CPUs, with internal memory state enhancement, - and INT8 precision for KV-cache. Specifically tailored for multi-query LLMs like ChatGLM. - * The OpenVINO™ 2024.0 release makes it easier for developers, by integrating more OpenVINO™ - features with the Hugging Face ecosystem. Store quantization configurations for popular - models directly in Hugging Face to compress models into INT4 format while preserving - accuracy and performance. + * LLM compilation time reduced through additional optimizations with compressed embedding. + Improved 1st token performance of LLMs on 4th and 5th generations of Intel® Xeon® processors + with Intel® Advanced Matrix Extensions (Intel® AMX). + * Better LLM compression and improved performance with oneDNN, INT4, and INT8 support for + Intel® Arc™ GPUs. + * Significant memory reduction for select smaller GenAI models on Intel® Core™ Ultra processors + with integrated GPU. * More portability and performance to run AI at the edge, in the cloud, or locally. - * A preview plugin architecture of the integrated Neural Processor Unit (NPU) as part of - Intel® Core™ Ultra processor (codename Meteor Lake) is now included in the main OpenVINO™ - package on PyPI. - * Improved performance on ARM by enabling the ARM threading library. In addition, we now - support multi-core ARM platforms and enabled FP16 precision by default on MacOS. - * New and improved LLM serving samples from OpenVINO Model Server for multi-batch inputs and - Retrieval Augmented Generation (RAG). + * The preview NPU plugin for Intel® Core™ Ultra processors is now available in the OpenVINO + open-source GitHub repository, in addition to the main OpenVINO package on PyPI. + * The JavaScript API is now more easily accessible through the npm repository, enabling + JavaScript developers' seamless access to the OpenVINO API. + * FP16 inference on ARM processors now enabled for the Convolutional Neural Network (CNN) by + default. OpenVINO™ Runtime @@ -61,218 +60,467 @@ OpenVINO™ Runtime Common ----------------------------- -* The legacy API for CPP and Python bindings has been removed. -* StringTensor support has been extended by operators such as ``Gather``, ``Reshape``, and - ``Concat``, as a foundation to improve support for tokenizer operators and compliance with - the TensorFlow Hub. -* oneDNN has been updated to v3.3. - (`see oneDNN release notes `__). +* Unicode file paths for cached models are now supported on Windows. +* Pad pre-processing API to extend input tensor on edges with constants. +* A fix for inference failures of certain image generation models has been implemented + (fused I/O port names after transformation). +* Compiler's warnings-as-errors option is now on, improving the coding criteria and quality. + Build warnings will not be allowed for new OpenVINO code and the existing warnings have been + fixed. +AUTO Inference Mode +----------------------------- + +* Returning the ov::enable_profiling value from ov::CompiledModel is now supported. CPU Device Plugin ----------------------------- -* LLM performance on Intel® CPU platforms has been improved for systems based on AVX2 and - AVX512, using dynamic quantization and internal memory state optimization, such as INT8 - precision for KV-cache. 13th and 14th generations of Intel® Core™ processors and Intel® Core™ - Ultra processors use AVX2 for CPU execution, and these platforms will benefit from speedup. - Enable these features by setting ``"DYNAMIC_QUANTIZATION_GROUP_SIZE":"32"`` and - ``"KV_CACHE_PRECISION":"u8"`` in the configuration file. -* The ``ov::affinity`` API configuration is now deprecated and will be removed in release - 2025.0. -* The following have been improved and optimized: - - * Multi-query structure LLMs (such as ChatGLM 2/3) for BF16 on the 4th and 5th generation - Intel® Xeon® Scalable processors. - * `Mixtral `__ model performance. - * 8-bit compressed LLM compilation time and memory usage, valuable for models with large - embeddings like `Qwen `__. - * Convolutional networks in FP16 precision on ARM platforms. +* 1st token performance of LLMs has been improved on the 4th and 5th generations of Intel® Xeon® + processors with Intel® Advanced Matrix Extensions (Intel® AMX). +* LLM compilation time and memory footprint have been improved through additional optimizations + with compressed embeddings. +* Performance of MoE (e.g. Mixtral), Gemma, and GPT-J has been improved further. +* Performance has been improved significantly for a wide set of models on ARM devices. +* FP16 inference precision is now the default for all types of models on ARM devices. +* CPU architecture-agnostic build has been implemented, to enable unified binary distribution + on different ARM devices. GPU Device Plugin ----------------------------- -* The following have been improved and optimized: +* LLM first token latency has been improved on both integrated and discrete GPU platforms. +* For the ChatGLM3-6B model, average token latency has been improved on integrated GPU platforms. +* For Stable Diffusion 1.5 FP16 precision, performance has been improved on Intel® Core™ Ultra + processors. - * Average token latency for LLMs on integrated GPU (iGPU) platforms, using INT4-compressed - models with large context size on Intel® Core™ Ultra processors. - * LLM beam search performance on iGPU. Both average and first-token latency decrease may be - expected for larger context sizes. - * Multi-batch performance of YOLOv5 on iGPU platforms. +NPU Device Plugin +----------------------------- -* Memory usage for LLMs has been optimized, enabling '7B' models with larger context on - 16Gb platforms. - -NPU Device Plugin (preview feature) ------------------------------------ - -* The NPU plugin for OpenVINO™ is now available through PyPI (run “pip install openvino”). +* NPU Plugin is now part of the OpenVINO GitHub repository. All the most recent plugin changes + will be immediately available in the repo. Note that NPU is part of Intel® Core™ Ultra + processors. +* New OpenVINO™ notebook “Hello, NPU!” introducing NPU usage with OpenVINO has been added. +* Version 22H2 or later is required for Microsoft Windows® 11 64-bit to run inference on NPU. OpenVINO Python API ----------------------------- -* ``.add_extension`` method signatures have been aligned, improving API behavior for better - user experience. +* GIL-free creation of RemoteTensors is now used - holding GIL means that the process is not suited + for multithreading and removing the GIL lock will increase performance which is critical for + the concept of Remote Tensors. +* Packed data type BF16 on the Python API level has been added, opening a new way of supporting + data types not handled by numpy. +* 'pad' operator support for ov::preprocess::PrePostProcessorItem has been added. +* ov.PartialShape.dynamic(int) definition has been provided. + OpenVINO C API ----------------------------- -* ov_property_key_cache_mode (C++ ov::cache_mode) now enables the ``optimize_size`` and - ``optimize_speed`` modes to set/get model cache. -* The VA surface on Windows exception has been fixed. +* Two new pre-processing APIs for scale and mean have been added. OpenVINO Node.js API ----------------------------- -* OpenVINO - `JS bindings `__ - are consistent with the OpenVINO C++ API. -* A new distribution channel is now available: Node Package Manager (npm) software registry - (:doc:`check the installation guide <../get-started/install-openvino/install-openvino-npm>`). -* JavaScript API is now available for Windows users, as some limitations for platforms other - than Linux have been removed. +* New methods to align JavaScript API with CPP API have been added, such as + CompiledModel.exportModel(), core.import_model(), Core set/get property and Tensor.get_size(), + and Model.is_dynamic(). +* Documentation has been extended to help developers start integrating JavaScript applications + with OpenVINO™. TensorFlow Framework Support ----------------------------- -* String tensors are now natively supported, handled on input, output, and intermediate layers - (`PR #22024 `__). +* `tf.keras.layers.TextVectorization tokenizer `__ + is now supported. +* Conversion of models with Variable and HashTable (dictionary) resources has been improved. +* 8 NEW operations have been added + (`see the list here, marked as NEW `__). +* 10 operations have received complex tensor support. +* Input tensor names for TF1 models have been adjusted to have a single name per input. +* Hugging Face model support coverage has increased significantly, due to: - * TensorFlow Hub universal-sentence-encoder-multilingual inferred out of the box - * string tensors supported for ``Gather``, ``Concat``, and ``Reshape`` operations - * integration with openvino-tokenizers module - importing openvino-tokenizers automatically - patches TensorFlow FE with the required translators for models with tokenization + * extraction of input signature of a model in memory has been fixed, + * reading of variable values for a model in memory has been fixed. -* Fallback for Model Optimizer by operation to the legacy Frontend is no longer available. - Fallback by .json config will remain until Model Optimizer is discontinued - (`PR #21523 `__). -* Support for the following has been added: - - * Mutable variables and resources such as HashTable*, Variable, VariableV2 - (`PR #22270 `__). - * New tensor types: tf.u16, tf.u32, and tf.u64 - (`PR #21864 `__). - * 14 NEW Ops*. - `Check the list here (marked as NEW) `__. - * TensorFlow 2.15 - (`PR #22180 `__). - -* The following issues have been fixed: - - * UpSampling2D conversion crashed when input type as int16 - (`PR #20838 `__). - * IndexError list index for Squeeze - (`PR #22326 `__). - * Correct FloorDiv computation for signed integers - (`PR #22684 `__). - * Fixed bad cast error for tf.TensorShape to ov.PartialShape - (`PR #22813 `__). - * Fixed reading tf.string attributes for models in memory - (`PR #22752 `__). - - -ONNX Framework Support ------------------------------ - -* ONNX Frontend now uses the OpenVINO API 2.0. PyTorch Framework Support ----------------------------- -* Names for outputs unpacked from dict or tuple are now clearer - (`PR #22821 `__). -* FX Graph (torch.compile) now supports kwarg inputs, improving data type coverage. - (`PR #22397 `__). +* ModuleExtension, a new type of extension for PyTorch models is now supported + (`PR #23536 `__). +* 22 NEW operations have been added. +* Experimental support for models produced by torch.export (FX graph) has been added + (`PR #23815 `__). + +ONNX Framework Support +----------------------------- +* 8 new operations have been added. OpenVINO Model Server +++++++++++++++++++++++++++++ -* OpenVINO™ Runtime backend used is now 2024.0. -* Text generation demo now supports multi batch size, with streaming and unary clients. -* The REST client now supports servables based on mediapipe graphs, including python pipeline - nodes. -* Included dependencies have received security-related updates. -* Reshaping a model in runtime based on the incoming requests (auto shape and auto batch size) - is deprecated and will be removed in the future. Using OpenVINO's dynamic shape models is - recommended instead. +* OpenVINO™ Runtime backend used is now 2024.1 +* OpenVINO™ models with String data type on output are supported. Now, OpenVINO™ Model Server + can support models with input and output of the String type, so developers can take advantage + of the tokenization built into the model as the first layer. Developers can also rely on any + postprocessing embedded into the model which returns text only. Check the + `demo on string input data with the universal-sentence-encoder model `__ + and the + `String output model demo `__. +* MediaPipe Python calculators have been updated to support relative paths for all related + configuration and Python code files. Now, the complete graph configuration folder can be + deployed in an arbitrary path without any code changes. +* KServe REST API support has been extended to properly handle the string format in JSON body, + just like the binary format compatible with NVIDIA Triton™. +* `A demo showcasing a full RAG algorithm `__ + fully delegated to the model server has been added. -Neural Network Compression Framework (NNCF) -+++++++++++++++++++++++++++++++++++++++++++ +Neural Network Compression Framework +++++++++++++++++++++++++++++++++++++++++++ -* The `Activation-aware Weight Quantization (AWQ) `__ - algorithm for data-aware 4-bit weights compression is now available. It facilitates better - accuracy for compressed LLMs with high ratio of 4-bit weights. To enable it, use the - dedicated ``awq`` optional parameter of ``the nncf.compress_weights()`` API. -* ONNX models are now supported in Post-training Quantization with Accuracy Control, through - the ``nncf.quantize_with_accuracy_control()``, method. It may be used for models in the - OpenVINO IR and ONNX formats. -* A `weight compression example tutorial `__ - is now available, demonstrating how to find the appropriate hyperparameters for the TinyLLama - model from the Hugging Face Transformers, as well as other LLMs, with some modifications. +* Model subgraphs can now be defined in the ignored scope for INT8 Post-training Quantization, + nncf.quantize(), which simplifies excluding accuracy-sensitive layers from quantization. +* A batch size of more than 1 is now partially supported for INT8 Post-training Quantization, + speeding up the process. Note that it is not recommended for transformer-based models as it + may impact accuracy. Here is an + `example demo `__. +* Now it is possible to apply fine-tuning on INT8 models after Post-training Quantization to + improve model accuracy and make it easier to move from post-training to training-aware + quantization. Here is an + `example demo `__. +OpenVINO Tokenizers +++++++++++++++++++++++++++++++++++++++++++ -OpenVINO Tokenizer -+++++++++++++++++++++++++++++ +* TensorFlow support has been extended - TextVectorization layer translation: -* Regex support has been improved. -* Model coverage has been improved. -* Tokenizer metadata has been added to rt_info. -* Limited support for Tensorflow Text models has been added: convert MUSE for TF Hub with - string inputs. -* OpenVINO Tokenizers have their own repository now: - `/openvino_tokenizers `__ + * Aligned existing ops with TF ops and added a translator for them. + * Added new ragged tensor ops and string ops. + +* A new tokenizer type, RWKV is now supported: + + * Added Trie tokenizer and Fuse op for ragged tensors. + * A new way to get OV Tokenizers: build a vocab from file. + +* Tokenizer caching has been redesigned to work with the OpenVINO™ model caching mechanism. Other Changes and Known Issues -+++++++++++++++++++++++++++++++ +++++++++++++++++++++++++++++++++++++++++++ Jupyter Notebooks ----------------------------- +The default branch for the OpenVINO™ Notebooks repository has been changed from 'main' to +'latest'. The 'main' branch of the notebooks repository is now deprecated and will be maintained +until September 30, 2024. + +The new branch, 'latest', offers a better user experience and simplifies maintenance due to +significant refactoring and an improved directory naming structure. + +Use the local +`README.md `__ +file and OpenVINO™ Notebooks at +`GitHub Pages `__ +to navigate through the content. + + The following notebooks have been updated or newly added: -* `Mobile language assistant with MobileVLM `__ -* `Depth estimation with DepthAnything `__ -* `Kosmos-2 `__ -* `Zero-shot Image Classification with SigLIP `__ -* `Personalized image generation with PhotoMaker `__ -* `Voice tone cloning with OpenVoice `__ -* `Line-level text detection with Surya `__ -* `InstantID: Zero-shot Identity-Preserving Generation using OpenVINO `__ -* `Tutorial for Big Image Transfer (BIT) model quantization using NNCF `__ -* `Tutorial for OpenVINO Tokenizers integration into inference pipelines `__ -* `LLM chatbot `__ and - `LLM RAG pipeline `__ - have received integration with new models: minicpm-2b-dpo, gemma-7b-it, qwen1.5-7b-chat, baichuan2-7b-chat +* `Grounded Segment Anything `__ +* `Visual Content Search with MobileCLIP `__ +* `YOLO V8 Oriented Bounding Box Detection Optimization `__ +* `Magika: AI-powered fast and efficient file type identification `__ +* `Keras Stable Diffusion `__ +* `RMBG background removal `__ +* `AnimateAnyone: pose guided image to video generation `__ +* `LLaVA-Next visual-language assistant `__ +* `TripoSR: single image 3d reconstruction `__ +* `RAG system with OpenVINO and LangChain `__ -Known issues +Known Issues ----------------------------- | **Component - CPU Plugin** | *ID* - N/A | *Description:* -| Starting with 24.0, model inputs and outputs will no longer have tensor names, unless - explicitly set to align with the PyTorch framework behavior. +| Default CPU pinning policy on Windows has been changed to follow Windows' policy + instead of controlling the CPU pinning in the OpenVINO plugin. This brings certain dynamic or + performance variance on Windows. Developers can use ov::hint::enable_cpu_pinning to enable + or disable CPU pinning explicitly. -| **Component - GPU runtime** -| *ID* - 132376 -| *Description:* -| First-inference latency slow down for LLMs on Intel® Core™ Ultra processors. Up to 10-20% - drop may occur due to radical memory optimization for processing long sequences - (about 1.5-2 GB reduced memory usage). - -| **Component - CPU runtime** +| **Component - Hardware Configuration** | *ID* - N/A | *Description:* -| Performance results (first token latency) may vary from those offered by the previous OpenVINO version, for - “latency” hint inference of LLMs with long prompts on Xeon platforms with 2 or more - sockets. The reason is that all CPU cores of just the single socket running the application - are employed, lowering the memory overhead for LLMs when numa control is not used. -| *Workaround:* -| The behavior is expected but stream and thread configuration may be used to include cores - from all sockets. +| Reduced performance for LLMs may be observed on newer CPUs. To mitigate, modify the default settings in BIOS to +| change the system into 2 NUMA node system: +| 1. Enter the BIOS configuration menu. +| 2. Select EDKII Menu -> Socket Configuration -> Uncore Configuration -> Uncore General Configuration -> SNC. +| 3. The SNC setting is set to *AUTO* by default. Change the SNC setting to *disabled* to configure one NUMA node per processor socket upon boot. +| 4. After system reboot, confirm the NUMA node setting using: `numatcl -H`. Expect to see only nodes 0 and 1 on a +| 2-socket system with the following mapping: +| Node - 0 - 1 +| 0 - 10 - 21 +| 1 - 21 - 10 + + +Previous 2024 releases ++++++++++++++++++++++++++++++ + +.. dropdown:: 2024.0 - 06 March 2024 + :animate: fade-in-slide-down + :color: secondary + + **What's new** + + * More Generative AI coverage and framework integrations to minimize code changes. + + * Improved out-of-the-box experience for TensorFlow sentence encoding models through the + installation of OpenVINO™ toolkit Tokenizers. + * New and noteworthy models validated: + Mistral, StableLM-tuned-alpha-3b, and StableLM-Epoch-3B. + * OpenVINO™ toolkit now supports Mixture of Experts (MoE), a new architecture that helps + process more efficient generative models through the pipeline. + * JavaScript developers now have seamless access to OpenVINO API. This new binding enables a + smooth integration with JavaScript API. + + * Broader Large Language Model (LLM) support and more model compression techniques. + + * Broader Large Language Model (LLM) support and more model compression techniques. + * Improved quality on INT4 weight compression for LLMs by adding the popular technique, + Activation-aware Weight Quantization, to the Neural Network Compression Framework (NNCF). + This addition reduces memory requirements and helps speed up token generation. + * Experience enhanced LLM performance on Intel® CPUs, with internal memory state enhancement, + and INT8 precision for KV-cache. Specifically tailored for multi-query LLMs like ChatGLM. + * The OpenVINO™ 2024.0 release makes it easier for developers, by integrating more OpenVINO™ + features with the Hugging Face ecosystem. Store quantization configurations for popular + models directly in Hugging Face to compress models into INT4 format while preserving + accuracy and performance. + + * More portability and performance to run AI at the edge, in the cloud, or locally. + + * A preview plugin architecture of the integrated Neural Processor Unit (NPU) as part of + Intel® Core™ Ultra processor (codename Meteor Lake) is now included in the main OpenVINO™ + package on PyPI. + * Improved performance on ARM by enabling the ARM threading library. In addition, we now + support multi-core ARM processors and enabled FP16 precision by default on MacOS. + * New and improved LLM serving samples from OpenVINO Model Server for multi-batch inputs and + Retrieval Augmented Generation (RAG). + + + **OpenVINO™ Runtime** + + *Common* + + * The legacy API for CPP and Python bindings has been removed. + * StringTensor support has been extended by operators such as ``Gather``, ``Reshape``, and + ``Concat``, as a foundation to improve support for tokenizer operators and compliance with + the TensorFlow Hub. + * oneDNN has been updated to v3.3. + (`see oneDNN release notes `__). + + + *CPU Device Plugin* + + * LLM performance on Intel® CPU platforms has been improved for systems based on AVX2 and + AVX512, using dynamic quantization and internal memory state optimization, such as INT8 + precision for KV-cache. 13th and 14th generations of Intel® Core™ processors and Intel® Core™ + Ultra processors use AVX2 for CPU execution, and these platforms will benefit from speedup. + Enable these features by setting ``"DYNAMIC_QUANTIZATION_GROUP_SIZE":"32"`` and + ``"KV_CACHE_PRECISION":"u8"`` in the configuration file. + * The ``ov::affinity`` API configuration is now deprecated and will be removed in release + 2025.0. + * The following have been improved and optimized: + + * Multi-query structure LLMs (such as ChatGLM 2/3) for BF16 on the 4th and 5th generation + Intel® Xeon® Scalable processors. + * `Mixtral `__ model performance. + * 8-bit compressed LLM compilation time and memory usage, valuable for models with large + embeddings like `Qwen `__. + * Convolutional networks in FP16 precision on ARM processors. + + *GPU Device Plugin* + + * The following have been improved and optimized: + + * Average token latency for LLMs on integrated GPU (iGPU) platforms, using INT4-compressed + models with large context size on Intel® Core™ Ultra processors. + * LLM beam search performance on iGPU. Both average and first-token latency decrease may be + expected for larger context sizes. + * Multi-batch performance of YOLOv5 on iGPU platforms. + + * Memory usage for LLMs has been optimized, enabling '7B' models with larger context on + 16Gb platforms. + + *NPU Device Plugin (preview feature)* + + * The NPU plugin for OpenVINO™ is now available through PyPI (run “pip install openvino”). + + *OpenVINO Python API* + + * ``.add_extension`` method signatures have been aligned, improving API behavior for better + user experience. + + *OpenVINO C API* + + * ov_property_key_cache_mode (C++ ov::cache_mode) now enables the ``optimize_size`` and + ``optimize_speed`` modes to set/get model cache. + * The VA surface on Windows exception has been fixed. + + *OpenVINO Node.js API* + + * OpenVINO - `JS bindings `__ + are consistent with the OpenVINO C++ API. + * A new distribution channel is now available: Node Package Manager (npm) software registry + (:doc:`check the installation guide <../get-started/install-openvino/install-openvino-npm>`). + * JavaScript API is now available for Windows users, as some limitations for platforms other + than Linux have been removed. + + *TensorFlow Framework Support* + + * String tensors are now natively supported, handled on input, output, and intermediate layers + (`PR #22024 `__). + + * TensorFlow Hub universal-sentence-encoder-multilingual inferred out of the box + * string tensors supported for ``Gather``, ``Concat``, and ``Reshape`` operations + * integration with openvino-tokenizers module - importing openvino-tokenizers automatically + patches TensorFlow FE with the required translators for models with tokenization + + * Fallback for Model Optimizer by operation to the legacy Frontend is no longer available. + Fallback by .json config will remain until Model Optimizer is discontinued + (`PR #21523 `__). + * Support for the following has been added: + + * Mutable variables and resources such as HashTable*, Variable, VariableV2 + (`PR #22270 `__). + * New tensor types: tf.u16, tf.u32, and tf.u64 + (`PR #21864 `__). + * 14 NEW Ops*. + `Check the list here (marked as NEW) `__. + * TensorFlow 2.15 + (`PR #22180 `__). + + * The following issues have been fixed: + + * UpSampling2D conversion crashed when input type as int16 + (`PR #20838 `__). + * IndexError list index for Squeeze + (`PR #22326 `__). + * Correct FloorDiv computation for signed integers + (`PR #22684 `__). + * Fixed bad cast error for tf.TensorShape to ov.PartialShape + (`PR #22813 `__). + * Fixed reading tf.string attributes for models in memory + (`PR #22752 `__). + + + *ONNX Framework Support* + + * ONNX Frontend now uses the OpenVINO API 2.0. + + *PyTorch Framework Support* + + * Names for outputs unpacked from dict or tuple are now clearer + (`PR #22821 `__). + * FX Graph (torch.compile) now supports kwarg inputs, improving data type coverage. + (`PR #22397 `__). + + + **OpenVINO Model Server** + + * OpenVINO™ Runtime backend used is now 2024.0. + * Text generation demo now supports multi batch size, with streaming and unary clients. + * The REST client now supports servables based on mediapipe graphs, including python pipeline + nodes. + * Included dependencies have received security-related updates. + * Reshaping a model in runtime based on the incoming requests (auto shape and auto batch size) + is deprecated and will be removed in the future. Using OpenVINO's dynamic shape models is + recommended instead. + + + **Neural Network Compression Framework (NNCF)** + + * The `Activation-aware Weight Quantization (AWQ) `__ + algorithm for data-aware 4-bit weights compression is now available. It facilitates better + accuracy for compressed LLMs with high ratio of 4-bit weights. To enable it, use the + dedicated ``awq`` optional parameter of ``the nncf.compress_weights()`` API. + * ONNX models are now supported in Post-training Quantization with Accuracy Control, through + the ``nncf.quantize_with_accuracy_control()``, method. It may be used for models in the + OpenVINO IR and ONNX formats. + * A `weight compression example tutorial `__ + is now available, demonstrating how to find the appropriate hyperparameters for the TinyLLama + model from the Hugging Face Transformers, as well as other LLMs, with some modifications. + + + **OpenVINO Tokenizer** + + * Regex support has been improved. + * Model coverage has been improved. + * Tokenizer metadata has been added to rt_info. + * Limited support for Tensorflow Text models has been added: convert MUSE for TF Hub with + string inputs. + * OpenVINO Tokenizers have their own repository now: + `/openvino_tokenizers `__ + + + **Other Changes and Known Issues** + + *Jupyter Notebooks* + + The following notebooks have been updated or newly added: + + * `Mobile language assistant with MobileVLM `__ + * `Depth estimation with DepthAnything `__ + * `Kosmos-2 `__ + * `Zero-shot Image Classification with SigLIP `__ + * `Personalized image generation with PhotoMaker `__ + * `Voice tone cloning with OpenVoice `__ + * `Line-level text detection with Surya `__ + * `InstantID: Zero-shot Identity-Preserving Generation using OpenVINO `__ + * `Tutorial for Big Image Transfer (BIT) model quantization using NNCF `__ + * `Tutorial for OpenVINO Tokenizers integration into inference pipelines `__ + * `LLM chatbot `__ and + `LLM RAG pipeline `__ + have received integration with new models: minicpm-2b-dpo, gemma-7b-it, qwen1.5-7b-chat, baichuan2-7b-chat + + + *Known issues* + + | **Component - CPU Plugin** + | *ID* - N/A + | *Description:* + | Starting with 24.0, model inputs and outputs will no longer have tensor names, unless + explicitly set to align with the PyTorch framework behavior. + + | **Component - GPU runtime** + | *ID* - 132376 + | *Description:* + | First-inference latency slow down for LLMs on Intel® Core™ Ultra processors. Up to 10-20% + drop may occur due to radical memory optimization for processing long sequences + (about 1.5-2 GB reduced memory usage). + + | **Component - CPU runtime** + | *ID* - N/A + | *Description:* + | Performance results (first token latency) may vary from those offered by the previous OpenVINO version, for + “latency” hint inference of LLMs with long prompts on Xeon platforms with 2 or more + sockets. The reason is that all CPU cores of just the single socket running the application + are employed, lowering the memory overhead for LLMs when numa control is not used. + | *Workaround:* + | The behavior is expected but stream and thread configuration may be used to include cores + from all sockets. + + + + + + + Deprecation And Support @@ -293,8 +541,8 @@ Discontinued in 2024 * OpenVINO C++/C/Python 1.0 APIs (see `2023.3 API transition guide `__ for reference). - * All ONNX Frontend legacy API (known as ONNX_IMPORTER_API) - * ``PerfomanceMode.UNDEFINED`` property as part of the OpenVINO Python API + * All ONNX Frontend legacy API (known as ONNX_IMPORTER_API). + * ``PerfomanceMode.UNDEFINED`` property as part of the OpenVINO Python API. * Tools: @@ -322,6 +570,95 @@ Deprecated and to be removed in the future :doc:`model conversion transition guide <../documentation/legacy-features/transition-legacy-conversion-api>`. * OpenVINO property Affinity API will be discontinued with OpenVINO 2025.0. It will be replaced with CPU binding configurations (``ov::hint::enable_cpu_pinning``). +* OpenVINO Model Server components: + + * “auto shape” and “auto batch size” (reshaping a model in runtime) will be removed in the + future. OpenVINO's dynamic shape models are recommended instead. + +* The following notebooks have been deprecated and will be removed. For an up-to-date listing + of available notebooks, refer to + `OpenVINO™ Notebook index (openvinotoolkit.github.io) `__. + + * `Handwritten OCR with OpenVINO™ `__ + + * See alternative: `Optical Character Recognition (OCR) with OpenVINO™ `__, + * See alternative: `PaddleOCR with OpenVINO™ `__, + * See alternative: `Handwritten Text Recognition Demo `__ + + * `Image In-painting with OpenVINO™ `__ + + * See alternative: `Image Inpainting Python Demo `__ + + * `Interactive Machine Translation with OpenVINO `__ + + * See alternative: `Machine Translation Python* Demo `__ + + * `Open Model Zoo Tools Tutorial `__ + + * No alternatives, demonstrates deprecated tools. + + * `Super Resolution with OpenVINO™ `__ + + * See alternative: `Super Resolution with PaddleGAN and OpenVINO `__ + * See alternative: `Image Processing C++ Demo `__ + + * `Image Colorization with OpenVINO Tutorial `__ + * `Interactive Question Answering with OpenVINO™ `__ + + * See alternative: `BERT Question Answering Embedding Python* Demo `__ + * See alternative: `BERT Question Answering Python* Demo `__ + + * `Vehicle Detection And Recognition with OpenVINO™ `__ + + * See alternative: `Security Barrier Camera C++ Demo `__ + + * `The attention center model with OpenVINO™ `_ + * `Image Generation with DeciDiffusion `_ + * `Image generation with DeepFloyd IF and OpenVINO™ `_ + * `Depth estimation using VI-depth with OpenVINO™ `_ + * `Instruction following using Databricks Dolly 2.0 and OpenVINO™ `_ + + * See alternative: `LLM Instruction-following pipeline with OpenVINO `__ + + * `Image generation with FastComposer and OpenVINO™ `__ + * `Video Subtitle Generation with OpenAI Whisper `__ + + * See alternative: `Automatic speech recognition using Distil-Whisper and OpenVINO `__ + + * `Introduction to Performance Tricks in OpenVINO™ `__ + * `Speaker Diarization with OpenVINO™ `__ + * `Subject-driven image generation and editing using BLIP Diffusion and OpenVINO `__ + * `Text Prediction with OpenVINO™ `__ + * `Training to Deployment with TensorFlow and OpenVINO™ `__ + * `Speech to Text with OpenVINO™ `__ + * `Convert and Optimize YOLOv7 with OpenVINO™ `__ + * `Quantize Data2Vec Speech Recognition Model using NNCF PTQ API `__ + + * See alternative: `Quantize Speech Recognition Models with accuracy control using NNCF PTQ API `__ + + * `Semantic segmentation with LRASPP MobileNet v3 and OpenVINO `__ + * `Video Recognition using SlowFast and OpenVINO™ `__ + + * See alternative: `Live Action Recognition with OpenVINO™ `__ + + * `Semantic Segmentation with OpenVINO™ using Segmenter `__ + * `Programming Language Classification with OpenVINO `__ + * `Stable Diffusion Text-to-Image Demo `__ + + * See alternative: `Stable Diffusion v2.1 using Optimum-Intel OpenVINO and multiple Intel Hardware `__ + + * `Text-to-Image Generation with Stable Diffusion v2 and OpenVINO™ `__ + + * See alternative: `Stable Diffusion v2.1 using Optimum-Intel OpenVINO and multiple Intel Hardware `__ + + * `Image generation with Segmind Stable Diffusion 1B (SSD-1B) model and OpenVINO `__ + * `Data Preparation for 2D Medical Imaging `__ + * `Train a Kidney Segmentation Model with MONAI and PyTorch Lightning `__ + * `Live Inference and Benchmark CT-scan Data with OpenVINO™ `__ + + * See alternative: `Quantize a Segmentation Model and Show Live Inference `__ + + * `Live Style Transfer with OpenVINO™ `__ @@ -369,4 +706,3 @@ Performance varies by use, configuration and other factors. Learn more at - diff --git a/docs/home.rst b/docs/home.rst new file mode 100644 index 00000000000..524a3ce5b48 --- /dev/null +++ b/docs/home.rst @@ -0,0 +1,186 @@ +============================ +OpenVINO 2024.1 +============================ + +.. meta:: + :google-site-verification: _YqumYQ98cmXUTwtzM_0WIIadtDc6r_TMYGbmGgNvrk + +**OpenVINO is an open-source toolkit** for optimizing and deploying deep learning models from cloud +to edge. It accelerates deep learning inference across various use cases, such as generative AI, video, +audio, and language with models from popular frameworks like PyTorch, TensorFlow, ONNX, and more. +Convert and optimize models, and deploy across a mix of Intel® hardware and environments, on-premises +and on-device, in the browser or in the cloud. + +Check out the `OpenVINO Cheat Sheet. `__ + + +.. container:: + :name: ov-homepage-banner + + .. raw:: html + + +
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    An open-source toolkit for optimizing and deploying deep learning models.

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    Boost your AI deep-learning inference performance!

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    Better OpenVINO integration with PyTorch!

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    Use PyTorch models directly, without converting them first.

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    OpenVINO via PyTorch 2.0 torch.compile()

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    Do you like Generative AI?

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    Boost your AI deep-learning inference performance.

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    Use Intel's open-source OpenVINO toolkit for optimizing and deploying deep learning models.

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+
+
+ +| +| + +.. image:: _static/images/openvino-overview-diagram.jpg + :align: center + :alt: openvino diagram + +| + +Places to Begin +++++++++++++++++++++++++++++ + +.. grid:: 2 2 3 3 + :class-container: ov-homepage-higlight-grid + + .. grid-item-card:: Installation + :img-top: ./_static/images/home_begin_tile_01.png + :class-card: homepage_begin_tile + + This guide introduces installation and learning materials for Intel® Distribution of OpenVINO™ toolkit. + + .. button-link:: get-started/install-openvino.html + :color: primary + :outline: + + Get Started + + .. grid-item-card:: Performance Benchmarks + :img-top: ./_static/images/home_begin_tile_02.png + :class-card: homepage_begin_tile + + See latest benchmark numbers for OpenVINO and OpenVINO Model Server. + + .. button-link:: about-openvino/performance-benchmarks.html + :color: primary + :outline: + + View data + + .. grid-item-card:: Framework Compatibility + :img-top: ./_static/images/home_begin_tile_03.png + :class-card: homepage_begin_tile + + Load models directly (for TensorFlow, ONNX, PaddlePaddle) or convert to OpenVINO format. + + .. button-link:: openvino-workflow/model-preparation.html + :color: primary + :outline: + + Load your model + + .. grid-item-card:: Easy Deployment + :img-top: ./_static/images/home_begin_tile_04.png + :class-card: homepage_begin_tile + + Get started in just a few lines of code. + + .. button-link:: openvino-workflow/running-inference.html + :color: primary + :outline: + + Run Inference + + .. grid-item-card:: Serving at scale + :img-top: ./_static/images/home_begin_tile_05.png + :class-card: homepage_begin_tile + + Cloud-ready deployments for microservice applications. + + .. button-link:: ovms_what_is_openvino_model_server.html + :color: primary + :outline: + + Try it out + + .. grid-item-card:: Model Compression + :img-top: ./_static/images/home_begin_tile_06.png + :class-card: homepage_begin_tile + + Reach for performance with post-training and training-time compression with NNCF. + + .. button-link:: openvino-workflow/model-optimization.html + :color: primary + :outline: + + Optimize now + +| + +Key Features +++++++++++++++++++++++++++++ + + +.. grid:: 2 2 2 2 + :class-container: homepage_begin_container + + .. grid-item-card:: Model Compression + :img-top: ./_static/images/home_key_feature_01.png + :class-card: homepage_begin_key + + You can either link directly with OpenVINO Runtime to run inference locally or use OpenVINO Model Server to serve model inference from a separate server or within a Kubernetes environment. + + .. grid-item-card:: Fast & Scalable Deployment + :img-top: ./_static/images/home_key_feature_02.png + :class-card: homepage_begin_key + + Write an application once, deploy it anywhere, achieving maximum performance from hardware. Automatic device discovery allows for superior deployment flexibility. OpenVINO Runtime supports Linux, Windows, and MacOS and provides Python, C++, and C API. Use your preferred language and OS. + + .. grid-item-card:: Lighter Deployment + :img-top: ./_static/images/home_key_feature_03.png + :class-card: homepage_begin_key + + Designed with minimal external dependencies reduces the application footprint, simplifying installation and dependency management. Popular package managers enable application dependencies to be easily installed and upgraded. Custom compilation for your specific model(s) further reduces the final binary size. + + .. grid-item-card:: Enhanced App Start-Up Time + :img-top: ./_static/images/home_key_feature_04.png + :class-card: homepage_begin_key + + In applications where fast start-up is required, OpenVINO significantly reduces first-inference latency by using the CPU for initial inference and then switching to another device once the model has been compiled and loaded to memory. 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name,Throughput-INT8,Throughput-FP16,Throughput-FP32,Value,Efficiency,Price,TDP,Sockets,Price/Socket,TDP/Socket,Latency_int8,UOM_T,UOM_V,UOM_E,UOM_L,Latency_FP16,Latency_FP32,Latency_int4,Throughput_INT4,Latency_BF16,Throughput_BF16 -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,atom,Intel Atom® x7425E CPU-only,10.77,,5.46,0.185,0.897,58,12,1,58,12,96.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,4.7,,1.92,0.07,0.391,67,12,1,67,12,217.6,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,11.16,,4.21,0.104,0.744,107,15,1,107,15,89.31,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,21.23,,14.8,0.181,0.326,117,65,1,117,65,49.33,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,32.33,,21.64,0.151,0.923,214,35,1,214,35,36.52,FPS,FPS/$,FPS/TDP,msec.,,,,,, 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CPU-only,559.57,,220.33,0.033,1.364,16954,410,2,8477,205,7.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,882.74,,339.81,0.047,1.634,18718,540,2,9359,270,5.34,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,3180.1,,498.3,0.093,4.543,34000,700,2,17000,350,3.78,FPS,FPS/$,FPS/TDP,msec.,,,,,4.56,2109.44 -bert-base-cased,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,203.5,,76.05,0.1,0.969,2022,210,2,1011,125,14.49,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,431.54,,168.14,0.189,1.438,2274,300,2,1137,150,8.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,833.78,702.31,,0.416,5.558,2000,150,1,2000,150,18.85,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-base-cased,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,720.01,597.24,,2.243,4.8,321,150,1,321,150,22.04,FPS,FPS/$,FPS/TDP,msec.,,,,,, 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Celeron® 6305E CPU-only,11.72,,4.3,0.11,0.781,107,15,1,107,15,88.3,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,21.27,,14.81,0.182,0.327,117,65,1,117,65,49.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,32.41,,21.6,0.151,0.926,214,35,1,214,35,36.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,119.24,,47.44,0.362,0.954,329,125,1,329,125,13.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,33.23,,22.4,0.173,0.511,192,65,1,192,65,31.74,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,51.45,,18.39,0.121,1.838,426,28,1,426,28,22.87,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,38.87,,13.63,0.079,2.591,490,15,1,490,15,28.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,82.77,,32.83,0.165,1.839,502,45,1,502,45,17.28,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,43.94,,17,0.096,1.569,460,28,1,460,28,40.91,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,61.1,,24.47,0.127,2.182,480,28,1,480,28,24.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,27.59,,18.07,0.091,0.788,303,35,1,303,35,43.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,32.85,,21.31,0.067,0.939,488,35,1,488,35,37.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,171,,67.84,0.285,1.368,599,125,1,599,125,10.79,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,51.22,,33.8,0.086,0.41,594,125,1,594,125,28.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,20.71,,14.5,0.041,0.292,506,71,1,506,71,50.19,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,217.69,,79.96,0.069,1.037,3144,210,2,1572,105,14.57,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,570.1,,218.54,0.034,1.39,16954,410,2,8477,205,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,895.58,,340.44,0.048,1.658,18718,540,2,9359,270,5.51,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,3159.1,,495.77,0.093,4.513,34000,700,2,17000,350,3.89,FPS,FPS/$,FPS/TDP,msec.,,,,,4.67,2066.26 +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,4721.72,,584.23,0.22,6.745,21420,700,2,10710,350,3.84,FPS,FPS/$,FPS/TDP,msec.,,,,,5.04,3201.77 +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,210.89,,76.47,0.104,1.004,2022,210,2,1011,105,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,441.3,,166.87,0.194,1.471,2274,300,2,1137,150,8.04,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,842.14,707.38,,0.437,5.614,1925,150,1,1925,150,18.66,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,730.85,629.55,,2.277,4.872,321,150,1,321,150,21.75,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,193.52,148.61,,0.102,2.58,1900,75,1,1900,75,82.65,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,25.03,20.17,,0.432,2.086,58,12,1,58,12,148.25,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,13.3,14.83,,0.199,1.108,67,12,1,67,12,300.2,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,45.46,33.29,,0.425,3.031,107,15,1,107,15,87.8,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,68.12,52.93,,0.16,2.433,426,28,1,426,28,58.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,47.86,38.89,,0.098,3.191,490,15,1,490,15,80.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,87.9,68.51,,0.175,1.953,502,45,1,502,45,45.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,,,,,,460,28,1,460,28,7.03,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H NPU-only,73.09,60.98,,0.159,2.61,460,28,1,460,28,14.83,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,26.48,,10.15,0.457,2.207,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,,,,,,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,46.21,,23.14,0.432,3.081,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,88.37,,38.93,0.207,3.156,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,51.1,,20.63,0.104,3.407,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,107.25,,44.37,0.214,2.383,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,67.65,,36.74,0.147,2.416,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-base-cased,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,,,,,,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom,Intel Atom® x7425E CPU-only,1.03,,0.47,0.017,0.086,58,12,1,58,12,990.66,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,0.46,,0.18,0.006,0.038,67,12,1,67,12,2211.14,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,1.15,,0.37,0.01,0.076,107,15,1,107,15,870.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,2.08,,1.29,0.017,0.032,117,65,1,117,65,490.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,2.98,,1.84,0.013,0.085,214,35,1,214,35,352.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,10.76,,3.95,0.032,0.086,329,125,1,329,125,124.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,3.21,,1.95,0.016,0.049,192,65,1,192,65,325.34,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,5.04,,1.65,0.012,0.18,426,28,1,426,28,200.86,FPS,FPS/$,FPS/TDP,msec.,200.86,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,7.39,,2.73,0.014,0.164,502,45,1,502,45,171.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,4.47,,1.51,0.01,0.16,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,5.64,,2.13,0.011,0.201,480,28,1,480,28,235.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,2.68,,1.59,0.008,0.076,303,35,1,303,35,413.3,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,3.25,,1.94,0.006,0.093,488,35,1,488,35,331.87,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,14.66,,5.47,0.024,0.117,599,125,1,599,125,159.52,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,4.66,,3.09,0.007,0.037,594,125,1,594,125,224.59,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,2.1,,1.31,0.008,0.029,249,71,1,249,71,485.6,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,21.74,,6.91,0.006,0.103,3144,210,2,1572,105,104.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,,xeon,Intel® Xeon® Gold 6548N CPU-only,168.13,,36.05,0.022,0.336,7750,500,2,3875,250,22.35,FPS,FPS/$,FPS/TDP,msec.,,72.61,,,30.88,140.66 -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,51.04,,17.89,0.003,0.124,16954,410,2,8477,205,54.77,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,62.88,,27.01,0.003,0.116,18718,540,2,9359,270,180.65,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,225.61,,44.76,0.006,0.322,34000,700,2,17000,350,23.93,FPS,FPS/$,FPS/TDP,msec.,,,,,30.18,181.72 -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,20.79,,6.83,0.01,0.099,2022,210,2,1011,125,107.52,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,38.46,,15.15,0.016,0.128,2274,300,2,1137,150,110.2,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,108.08,112.77,,0.054,0.72,2000,150,1,2000,150,147.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,103.46,110.32,,0.322,0.689,321,150,1,321,150,154.59,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,21.33,22.33,,0.011,0.284,1900,75,1,1900,75,749.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,1.97,1.74,,0.034,0.164,58,12,1,58,12,1733.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,0.74,1.46,,0.011,0.062,67,12,1,67,12,5341.49,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,4.91,3.56,,0.045,0.327,107,15,1,107,15,812.7,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,8.04,6.33,,0.019,0.287,426,28,1,426,28,478.16,FPS,FPS/$,FPS/TDP,msec.,478.16,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,9.69,7.3,,0.019,0.215,502,45,1,502,45,384.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,,,,0,0,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,10.69,,5.59,0.023,0.382,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,19.62,12.06,,0.043,0.701,460,28,1,460,28,49.43,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,9.53,8.29,,0.019,0.34,480,28,1,480,28,419.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,2.14,,0.6,0.037,0.179,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,1.02,,0.79,0.015,0.085,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,5.13,,2.35,0.048,0.342,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,9.13,,3.7,0.021,0.326,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,9.59,,3.88,0.019,0.213,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -bert-large-uncased-whole-word-masking-squad-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,8.44,,4.31,0.017,0.301,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom,Intel Atom® x7425E CPU-only,1.04,,0.49,0.018,0.087,58,12,1,58,12,983.06,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,,,0.18,,,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,1.17,,0.38,0.011,0.078,107,15,1,107,15,858.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,2.08,,1.3,0.018,0.032,117,65,1,117,65,497.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,2.99,,1.86,0.014,0.085,214,35,1,214,35,350.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,10.9,,3.96,0.033,0.087,329,125,1,329,125,124.83,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,3.24,,1.95,0.017,0.05,192,65,1,192,65,302.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,5.06,,1.64,0.012,0.181,426,28,1,426,28,200.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,3.66,,1.19,0.007,0.244,490,15,1,490,15,267.81,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,7.92,,2.83,0.016,0.176,502,45,1,502,45,164.16,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,4.26,,1.45,0.009,0.152,460,28,1,460,28,270.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,5.74,,2.18,0.012,0.205,480,28,1,480,28,234.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,2.69,,1.6,0.009,0.077,303,35,1,303,35,412.97,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,3.25,,1.93,0.007,0.093,488,35,1,488,35,331.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,16.12,,6.05,0.027,0.129,599,125,1,599,125,91.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,4.67,,3.09,0.008,0.037,594,125,1,594,125,225.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,2.1,,1.32,0.004,0.03,506,71,1,506,71,486.39,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,21.69,,6.92,0.007,0.103,3144,210,2,1572,105,105.49,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,50.99,,17.86,0.003,0.124,16954,410,2,8477,205,55.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,64.09,,27.26,0.003,0.119,18718,540,2,9359,270,181.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,252.4,,45,0.007,0.361,34000,700,2,17000,350,,FPS,FPS/$,FPS/TDP,msec.,,,,,31.34,238.17 +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,307.68,,54.32,0.014,0.44,21420,700,2,10710,350,22.7,FPS,FPS/$,FPS/TDP,msec.,,,,,48.27,282.5 +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,20.83,,6.84,0.01,0.099,2022,210,2,1011,105,109.21,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,38.81,,15.18,0.017,0.129,2274,300,2,1137,150,107.2,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,155.76,113.59,,0.081,1.038,1925,150,1,1925,150,102.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,148.87,111.85,,0.464,0.992,321,150,1,321,150,107.07,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,32.36,22.97,,0.017,0.431,1900,75,1,1900,75,494.67,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,2.38,1.83,,0.041,0.198,58,12,1,58,12,1443.08,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,1.41,1.46,,0.021,0.118,67,12,1,67,12,2832.73,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,5.13,3.57,,0.048,0.342,107,15,1,107,15,778.27,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,8.57,6.33,,0.02,0.306,426,28,1,426,28,451.82,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,5.19,4.26,,0.011,0.346,490,15,1,490,15,738.48,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,11.13,7.99,,0.022,0.247,502,45,1,502,45,358.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,18.3,12.44,,0.040,0.654,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H NPU-only,8.21,6.27,,0.018,0.293,460,28,1,460,28,160.65,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,2.44,,0.87,0.042,0.203,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,,,0.74,0.014,0.078,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,5.2,,2.35,0.049,0.347,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,9.17,,3.73,0.022,0.328,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,4.61,,1.91,0.009,0.307,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,10.26,,4.2,0.02,0.228,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,8.28,,4.36,0.018,0.296,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +bert-large-uncased-whole-word-masking-squad-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,8.46,,,0.018,0.302,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom,Intel Atom® x7425E CPU-only,14.05,,10.37,0.242,1.171,58,12,1,58,12,73.71,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,7.29,,5.13,0.108,0.608,67,12,1,67,12,139.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,18.72,,11.29,0.175,1.248,107,15,1,107,15,57.77,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,36.62,,24.79,0.313,0.563,117,65,1,117,65,28.26,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,59.66,,29.98,0.278,1.704,214,35,1,214,35,20.96,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,150.24,,92.11,0.456,1.201,329,125,1,329,125,9.36,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,58.19,,38.47,0.303,0.895,192,65,1,192,65,17.94,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,72.74,,40.85,0.171,2.598,426,28,1,426,28,14.9,FPS,FPS/$,FPS/TDP,msec.,14.9,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,106.95,,54.49,0.213,2.376,502,45,1,502,45,12.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,65.18,,38.36,0.142,2.328,460,28,1,460,28,25.12,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,80.31,,38.13,0.167,2.868,480,28,1,480,28,17.18,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,51.81,,35.03,0.17,1.48,303,35,1,303,35,24.19,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,64.86,,35.97,0.132,1.853,488,35,1,488,35,18.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,202.36,,105.19,0.337,1.618,599,125,1,599,125,12.52,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,97.07,,40.01,0.163,0.776,594,125,1,594,125,13.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,35.05,,27.29,0.14,0.493,249,71,1,249,71,29.38,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,258.09,,164.68,0.082,1.229,3144,210,2,1572,105,12.27,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,805.5,,650.9,0.104,1.611,7750,500,2,3875,250,4.59,FPS,FPS/$,FPS/TDP,msec.,,4.57,,,4.91,628.46 -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,515.55,,310.53,0.03,1.257,16954,410,2,8477,205,7.63,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,839.89,,475.55,0.044,1.555,18718,540,2,9359,270,7.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,1053.3,,856.32,0.03,1.504,34000,700,2,17000,350,5.83,FPS,FPS/$,FPS/TDP,msec.,,,,,5.87,805.18 -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,248.36,,157.85,0.122,1.182,2022,210,2,1011,125,12.66,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,480.49,,288.29,0.211,1.601,2274,300,2,1137,150,6.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,847.64,828.72,,0.423,5.65,2000,150,1,2000,150,18.38,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,698.63,635.03,,2.176,4.657,321,150,1,321,150,22.66,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,137.26,120.82,,0.072,1.83,1900,75,1,1900,75,116.43,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,35.03,30.59,,0.604,2.919,58,12,1,58,12,104.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,21.54,25.35,,0.321,1.795,67,12,1,67,12,185.24,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,72.6,60.56,,0.678,4.84,107,15,1,107,15,54.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,92.54,76.94,,0.217,3.305,426,28,1,426,28,42.75,FPS,FPS/$,FPS/TDP,msec.,42.75,,,,, -efficientdet-d0,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,126.83,102.57,,0.252,2.818,502,45,1,502,45,31.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,,,,0,0,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,113.74,,87.6,0.247,4.062,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,165.1,131.3,,0.359,5.896,460,28,1,460,28,8.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,114.83,91.38,,0.239,4.101,480,28,1,480,28,34.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,37.5,,17.13,0.646,3.125,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,23.23,,14.65,0.346,1.935,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,58.03,,32.04,0.542,3.869,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,104.75,,49.22,0.246,3.741,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,129.06,,54.11,0.257,2.868,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -efficientdet-d0,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,108.28,,41,0.225,3.867,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom,Intel Atom® x7425E CPU-only,14.09,,10.1,0.243,1.174,58,12,1,58,12,73.36,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,7.29,,5.14,0.109,0.608,67,12,1,67,12,140.59,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,18.9,,11.39,0.177,1.26,107,15,1,107,15,56.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,36.57,,24.62,0.313,0.563,117,65,1,117,65,28.55,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,59.04,,30,0.276,1.687,214,35,1,214,35,21.27,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,153.46,,90.43,0.466,1.228,329,125,1,329,125,9.45,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,58.33,,38.44,0.304,0.897,192,65,1,192,65,18.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,76.46,,40.76,0.179,2.731,426,28,1,426,28,15.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,53.08,,21.66,0.108,3.539,490,15,1,490,15,20.69,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,107.65,,56.75,0.214,2.392,502,45,1,502,45,11.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,,,39.92,,,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,82.03,,39.59,0.171,2.93,480,28,1,480,28,17.13,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,51.76,,35.03,0.171,1.479,303,35,1,303,35,24.46,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,64.83,,36.42,0.133,1.852,488,35,1,488,35,19,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,220.06,,111.6,0.367,1.76,599,125,1,599,125,7.21,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,97.05,,39.83,0.163,0.776,594,125,1,594,125,14.28,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,35.01,,27.24,0.069,0.493,506,71,1,506,71,29.62,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,258.91,,164.14,0.082,1.233,3144,210,2,1572,105,12.55,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,522.25,,309.46,0.031,1.274,16954,410,2,8477,205,7.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,814.44,,473.35,0.044,1.508,18718,540,2,9359,270,4.47,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,1440.77,,856.16,0.042,2.058,34000,700,2,17000,350,4.91,FPS,FPS/$,FPS/TDP,msec.,,,,,5.31,1051.34 +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,1654.92,,1131.08,0.077,2.364,21420,700,2,10710,350,5.43,FPS,FPS/$,FPS/TDP,msec.,,,,,5.19,1371.97 +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,251.15,,157.3,0.124,1.196,2022,210,2,1011,105,12.83,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,467.77,,283.75,0.206,1.559,2274,300,2,1137,150,5.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,849.42,829.93,,0.441,5.663,1925,150,1,1925,150,18.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,702.37,660.01,,2.188,4.682,321,150,1,321,150,22.54,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,142.27,124.98,,0.075,1.897,1900,75,1,1900,75,112.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,37.98,33.77,,0.655,3.165,58,12,1,58,12,100.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,21.69,25.5,,0.324,1.808,67,12,1,67,12,183.86,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,72.41,60.86,,0.677,4.827,107,15,1,107,15,55.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,92.7,77.35,,0.218,3.311,426,28,1,426,28,42.67,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,56.37,43.21,,0.115,3.758,490,15,1,490,15,70.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,126.69,102.94,,0.252,2.815,502,45,1,502,45,31.31,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,,,,,,460,28,1,460,28,8.08,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,39.47,,18.87,0.681,3.289,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,23.34,,14.96,0.348,1.945,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,57.22,,30.61,0.535,3.815,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,104.95,,49.2,0.246,3.748,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,58.46,,19.06,0.119,3.897,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,142.24,,54.34,0.283,3.161,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,114.43,,83.33,0.249,4.087,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +efficientdet-d0,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,103.02,,41.32,0.215,3.679,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom,Intel Atom® x7425E CPU-only,0.15,,0.07,0.002,0.012,58,12,1,58,12,6974.76,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,0.04,,0.02,0,0.004,67,12,1,67,12,20233.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,0.16,,0.04,0.001,0.01,107,15,1,107,15,6714.82,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,0.29,,0.18,0.002,0.004,117,65,1,117,65,3375.73,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,0.42,,0.27,0.002,0.012,214,35,1,214,35,2650.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,1.6,,0.52,0.004,0.012,329,125,1,329,125,824.36,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,0.46,,0.28,0.002,0.007,192,65,1,192,65,2348.87,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,0.7,,0.2,0.002,0.025,426,28,1,426,28,1433.55,FPS,FPS/$,FPS/TDP,msec.,1433.5,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,1.15,,0.37,0.002,0.025,502,45,1,502,45,1096.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,0.73,,0.23,0.002,0.026,460,28,1,460,28,1854.42,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,0.87,,0.3,0.001,0.031,480,28,1,480,28,1670.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,0.35,,0.2,0.001,0.01,303,35,1,303,35,3151.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,0.46,,0.26,0,0.013,488,35,1,488,35,2598.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,2.28,,,0.003,0.018,599,125,1,599,125,977.79,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,0.71,,0.46,0.001,0.005,594,125,1,594,125,1648.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,0.28,,0.17,0.001,0.004,249,71,1,249,71,3510,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,3,,0.88,0,0.014,3144,210,2,1572,105,879.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,35.06,,4.09,0.005,0.07,7750,500,2,3875,250,212.67,FPS,FPS/$,FPS/TDP,msec.,,500.47,,,104.91,30.81 -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,8.02,,2.21,0,0.019,16954,410,2,8477,205,459.83,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,13.22,,3.48,0,0.024,18718,540,2,9359,270,454.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,53.51,,5.39,0.001,0.076,34000,700,2,17000,350,244.35,FPS,FPS/$,FPS/TDP,msec.,,,,,81.3,39.05 -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,2.88,,0.85,0.001,0.013,2022,210,2,1011,125,890.41,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,6.69,,1.8,0.002,0.022,2274,300,2,1137,150,503.55,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,32.06,19.61,,0.016,0.213,2000,150,1,2000,150,498.86,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,28.3,18.4,,0.088,0.188,321,150,1,321,150,565.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,5.46,,,0.002,0.072,1900,75,1,1900,75,2926.64,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,0.23,0.19,,0.004,0.019,58,12,1,58,12,15873.6,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,0.15,0.16,,0.002,0.012,67,12,1,67,12,26117.64,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,0.53,0.54,,0.004,0.035,107,15,1,107,15,7532.87,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,0.92,0.93,,0.002,0.033,426,28,1,426,28,4360.65,FPS,FPS/$,FPS/TDP,msec.,4360.7,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,0.99,0.99,,0.001,0.022,502,45,1,502,45,4230.23,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,,,,0,0,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,1.26,,0.6,0.003,0.045,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,1.88,1.32,,0.004,0.067,460,28,1,460,28,518.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,1.07,1.2,,0.002,0.038,480,28,1,480,28,3705.73,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,0.27,,,0.004,0.023,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,0.15,,0.12,0.002,0.013,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,0.58,,0.28,0.005,0.039,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,1.21,,0.43,0.003,0.043,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,1.47,,0.54,0.002,0.032,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mask_rcnn_resnet50_atrous_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,1.36,,0.59,0.002,0.048,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom,Intel Atom® x7425E CPU-only,0.15,,0.07,0.003,0.013,58,12,1,58,12,6956.63,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,0.04,,0.02,0.001,0.003,67,12,1,67,12,20351.63,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,0.16,,0.04,0.001,0.011,107,15,1,107,15,6110.16,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,0.29,,0.18,0.002,0.004,117,65,1,117,65,3383.35,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,0.42,,0.27,0.002,0.012,214,35,1,214,35,2638.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,1.6,,0.52,0.005,0.013,329,125,1,329,125,823.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,0.47,,0.28,0.002,0.007,192,65,1,192,65,2236.31,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,0.7,,0.19,0.002,0.025,426,28,1,426,28,1433.13,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,0.5,,0.14,0.001,0.033,490,15,1,490,15,1869.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,1.25,,0.38,0.002,0.028,502,45,1,502,45,1069.7,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,0.83,,0.23,0.002,0.03,460,28,1,460,28,1659.96,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,0.91,,0.3,0.002,0.033,480,28,1,480,28,1451.82,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,0.36,,0.2,0.001,0.01,303,35,1,303,35,3131.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,0.45,,0.26,0.001,0.013,488,35,1,488,35,2478.06,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,2.48,,0.81,0.004,0.02,599,125,1,599,125,645.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,0.71,,0.47,0.001,0.006,594,125,1,594,125,1656.14,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,0.28,,0.17,0.001,0.004,506,71,1,506,71,3515.54,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,3.05,,0.89,0.001,0.015,3144,210,2,1572,105,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,7.98,,2.22,0,0.019,16954,410,2,8477,205,466.31,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,12.89,,3.48,0.001,0.024,18718,540,2,9359,270,468.34,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,53.71,,5.38,0.002,0.077,34000,700,2,17000,350,240.88,FPS,FPS/$,FPS/TDP,msec.,,,,,81.33,38.89 +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,34.47,,6.43,0.002,0.049,21420,700,2,10710,350,377.63,FPS,FPS/$,FPS/TDP,msec.,,,,,103.72,46.34 +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,2.98,,0.87,0.001,0.014,2022,210,2,1011,105,883,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,6.93,,1.79,0.003,0.023,2274,300,2,1137,150,503.34,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,32.09,19.6,,0.017,0.214,1925,150,1,1925,150,498,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,28.32,18.45,,0.088,0.189,321,150,1,321,150,564.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,5.34,,,0.003,0.071,1900,75,1,1900,75,2993.79,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,0.24,0.2,,0.004,0.02,58,12,1,58,12,15836.94,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,0.15,0.16,,0.002,0.013,67,12,1,67,12,26123.74,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,0.53,0.54,,0.005,0.035,107,15,1,107,15,7509.04,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,0.91,0.92,,0.002,0.033,426,28,1,426,28,4361.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,0.61,0.58,,0.001,0.041,490,15,1,490,15,6370.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,1.12,1.14,,0.002,0.025,502,45,1,502,45,3541.38,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,1.84,1.35,,0.004,0.066,460,28,1,460,28,526.67,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,0.28,,,0.005,0.023,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,0.15,,,0.002,0.013,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,0.59,,0.28,0.006,0.039,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,1.2,,0.42,0.003,0.043,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,0.69,,0.2,0.001,0.046,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,1.63,,0.59,0.003,0.036,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,1.23,,0.56,0.003,0.044,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mask_rcnn_resnet50_atrous_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,,,,0.002,0.043,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom,Intel Atom® x7425E CPU-only,274.12,,192.62,4.726,22.843,58,12,1,58,12,4.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,135.07,,81.3,2.015,11.255,67,12,1,67,12,7.75,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,267.81,,133,2.502,17.854,107,15,1,107,15,3.65,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,536.05,,449.99,4.581,8.247,117,65,1,117,65,2.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,897.49,,492.97,4.193,25.642,214,35,1,214,35,1.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,2984.14,,1373.16,9.07,23.873,329,125,1,329,125,0.7,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,852.28,,661.41,4.438,13.112,192,65,1,192,65,1.38,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,1341.39,,514.37,3.149,47.907,426,28,1,426,28,0.96,FPS,FPS/$,FPS/TDP,msec.,0.96,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,1728.5,,929.24,3.443,38.411,502,45,1,502,45,1.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,1265.9,,547.69,2.752,45.211,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,1404.1,,,2.925,50.146,480,28,1,480,28,1.24,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,735.9,,501.57,2.428,21.025,303,35,1,303,35,1.87,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,918.44,,593.52,1.882,26.241,488,35,1,488,35,1.55,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,4079.35,,1947.02,6.81,32.634,599,125,1,599,125,0.62,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,1442.19,,549.37,2.427,11.537,594,125,1,594,125,1.28,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,520.57,,443.13,2.09,7.332,249,71,1,249,71,2.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,5419.9,,1946.38,1.723,25.809,3144,210,2,1572,105,1.47,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,27836.3,,8272.19,3.592,55.673,7750,500,2,3875,250,0.49,FPS,FPS/$,FPS/TDP,msec.,,0.67,,,0.51,20665.45 -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,14128.67,,4405.5,0.833,34.46,16954,410,2,8477,205,0.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,22893.56,,6956,1.223,42.395,18718,540,2,9359,270,0.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,39409.64,,10895.42,1.159,56.299,34000,700,2,17000,350,0.69,FPS,FPS/$,FPS/TDP,msec.,,,,,0.69,27400.45 -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,5168.47,,1877.32,2.556,24.611,2022,210,2,1011,125,1.52,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,12313.33,,3650.65,5.414,41.044,2274,300,2,1137,150,0.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,6772.51,6004.79,,3.386,45.15,2000,150,1,2000,150,2.16,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,4956.11,4491.76,,15.439,33.04,321,150,1,321,150,2.99,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,1528.5,1295.7,,0.804,20.38,1900,75,1,1900,75,10.45,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,446.07,329.85,,7.69,37.172,58,12,1,58,12,8.76,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,196.41,236.29,,2.931,16.367,67,12,1,67,12,20.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,666.74,511.45,,6.231,44.449,107,15,1,107,15,5.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,798.6,604.96,,1.875,28.521,426,28,1,426,28,4.82,FPS,FPS/$,FPS/TDP,msec.,4.82,,,,, -mobilenet-v2,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,1294.8,901.34,,2.579,28.773,502,45,1,502,45,2.99,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,1834.45,1140.24,,3.988,65.516,460,28,1,460,28,0.93,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,2441.4,,1349.39,5.307,87.193,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,3141.27,1604.12,,6.829,112.188,460,28,1,460,28,1.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,1336,860.03,,2.783,47.714,480,28,1,480,28,2.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,463.96,,229.85,7.999,38.663,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,239.7,,162.69,3.577,19.975,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,478.98,,308.86,4.476,31.932,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,1435.6,,597.47,3.37,51.271,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,2005.51,,1034.54,3.995,44.566,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -mobilenet-v2,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,1547.01,,691.97,3.222,55.25,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom,Intel Atom® x7425E CPU-only,274.2,,190.76,4.728,22.85,58,12,1,58,12,4.12,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,134.2,,80.81,2.003,11.183,67,12,1,67,12,7.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,300.45,,133.46,2.808,20.03,107,15,1,107,15,3.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,535.78,,448.09,4.579,8.243,117,65,1,117,65,2.06,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,893.54,,489.09,4.175,25.53,214,35,1,214,35,1.62,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,2984.14,,1380.24,9.07,23.873,329,125,1,329,125,0.7,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,856.66,,664.56,4.462,13.179,192,65,1,192,65,1.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,1370.63,,517.32,3.217,48.951,426,28,1,426,28,0.97,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,969.67,,314.82,1.979,64.645,490,15,1,490,15,1.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,1892.98,,986.87,3.771,42.066,502,45,1,502,45,0.93,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,1335.3,,606.33,2.903,47.689,460,28,1,460,28,1.66,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,1479.8,,751.95,3.083,52.85,480,28,1,480,28,1.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,742.76,,511.71,2.451,21.222,303,35,1,303,35,1.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,912.88,,597.02,1.871,26.082,488,35,1,488,35,1.57,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,4327.78,,2075.18,7.225,34.622,599,125,1,599,125,0.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,1440.2,,552.73,2.425,11.522,594,125,1,594,125,1.31,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,521.2,,445.72,1.03,7.341,506,71,1,506,71,2.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,5412.93,,1933.71,1.722,25.776,3144,210,2,1572,105,1.54,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,14081.62,,4387.61,0.831,34.345,16954,410,2,8477,205,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,22954.57,,6958.93,1.226,42.508,18718,540,2,9359,270,0.6,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,39342.91,,10857.46,1.157,56.204,34000,700,2,17000,350,0.69,FPS,FPS/$,FPS/TDP,msec.,,,,,0.69,26801.32 +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,40611.58,,16922.79,1.896,58.017,21420,700,2,10710,350,0.64,FPS,FPS/$,FPS/TDP,msec.,,,,,0.66,32078.82 +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,5160.49,,1883.15,2.552,24.574,2022,210,2,1011,105,1.55,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,12276.24,,3658,5.399,40.921,2274,300,2,1137,150,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,6753.42,6013.53,,3.508,45.023,1925,150,1,1925,150,2.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,4929.18,4590.32,,15.356,32.861,321,150,1,321,150,3.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,1918.84,1581.38,,1.01,25.585,1900,75,1,1900,75,8.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,447.92,345.3,,7.723,37.327,58,12,1,58,12,8.73,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,196.59,236.4,,2.934,16.383,67,12,1,67,12,20.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,685.64,512.03,,6.408,45.709,107,15,1,107,15,5.64,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,796.78,604.06,,1.87,28.456,426,28,1,426,28,4.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,649.25,442.72,,1.325,43.283,490,15,1,490,15,6.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,1318.41,908.73,,2.626,29.298,502,45,1,502,45,2.94,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,,1385.05,,,,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H NPU-only,1947.05,1264.15,,4.233,69.538,460,28,1,460,28,0.78,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,461.47,,248.33,7.956,38.456,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,240.37,,165.52,3.588,20.031,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,533.39,,305.48,4.985,35.559,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,1441.4,,602.27,3.384,51.479,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,1046.89,,275.12,2.137,69.793,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,2198.66,,1050.82,4.38,48.859,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,1488.7,,713.39,3.236,53.168,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +mobilenet-v2,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,1594.11,,759.14,3.321,56.933,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom,Intel Atom® x7425E CPU-only,45.5,,20.41,0.784,3.792,58,12,1,58,12,23.72,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,19.85,,8.14,0.296,1.654,67,12,1,67,12,51.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,49.45,,14.3,0.462,3.296,107,15,1,107,15,19.97,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,97.09,,50.67,0.829,1.493,117,65,1,117,65,10.72,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,144.95,,73.71,0.677,4.141,214,35,1,214,35,8.2,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,556.17,,151.72,1.69,4.449,329,125,1,329,125,3.14,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,150.04,,77.28,0.781,2.308,192,65,1,192,65,7.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,224.78,,61.42,0.528,8.028,426,28,1,426,28,4.94,FPS,FPS/$,FPS/TDP,msec.,4.94,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,410.57,,109.86,0.817,9.123,502,45,1,502,45,3.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,260.29,,62,0.566,9.296,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,295.91,,85.88,0.616,10.568,480,28,1,480,28,5.3,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,122.35,,60.87,0.403,3.495,303,35,1,303,35,9.99,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,152.56,,72.58,0.312,4.359,488,35,1,488,35,7.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,761.5,,212.5,1.271,6.092,599,125,1,599,125,4.31,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,241.17,,96.12,0.406,1.929,594,125,1,594,125,5.43,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,92.63,,49.51,0.372,1.304,249,71,1,249,71,11.13,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,972.12,,268.09,0.309,4.629,3144,210,2,1572,105,3.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,15064.63,,1311.15,1.944,30.129,7750,500,2,3875,250,0.64,FPS,FPS/$,FPS/TDP,msec.,,1.25,,,0.85,6829.01 -resnet-50,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,2851.95,,736.95,0.168,6.955,16954,410,2,8477,205,1.62,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,4953.65,,1154.94,0.264,9.173,18718,540,2,9359,270,1.04,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,20218.9,,1652.8,0.594,28.884,34000,700,2,17000,350,1.04,FPS,FPS/$,FPS/TDP,msec.,,,,,1.27,8214.86 -resnet-50,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,926.6,,254.87,0.458,4.412,2022,210,2,1011,125,3.12,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,2271.82,,565.27,0.999,7.572,2274,300,2,1137,150,1.79,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,3481.92,2181.16,,1.74,23.212,2000,150,1,2000,150,4.35,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,2876.57,1840.99,,8.961,19.177,321,150,1,321,150,5.51,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,647.79,462.11,,0.34,8.637,1900,75,1,1900,75,24.8,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,109.55,60.39,,1.888,9.129,58,12,1,58,12,35.67,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,49.29,52.42,,0.735,4.107,67,12,1,67,12,80.83,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,213.75,117.98,,1.997,14.25,107,15,1,107,15,18.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,285.41,177.79,,0.67,10.193,426,28,1,426,28,13.65,FPS,FPS/$,FPS/TDP,msec.,13.65,,,,, -resnet-50,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,378.17,215.59,,0.753,8.403,502,45,1,502,45,10.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,724.94,343.65,,1.576,25.891,460,28,1,460,28,2.07,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,519.62,,218.44,1.13,18.558,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,869.54,415.99,,1.89,31.055,460,28,1,460,28,2.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,392.39,236.26,,0.817,14.014,480,28,1,480,28,9.85,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,126.12,,35.15,2.174,10.51,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,60.46,,32.13,0.902,5.038,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,201.75,,71.24,1.885,13.45,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,382.45,,122.91,0.898,13.659,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,477.93,,143.27,0.952,10.62,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -resnet-50,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,423.7,,140.64,0.882,15.132,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom,Intel Atom® x7425E CPU-only,45.46,,20.41,0.784,3.788,58,12,1,58,12,23.86,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,19.88,,8.14,0.297,1.657,67,12,1,67,12,52,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,51.53,,14.42,0.482,3.435,107,15,1,107,15,19.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,97.06,,50.22,0.83,1.493,117,65,1,117,65,10.79,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,144.82,,73.65,0.677,4.138,214,35,1,214,35,8.26,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,557.61,,151.84,1.695,4.461,329,125,1,329,125,3.13,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,151.29,,77.63,0.788,2.328,192,65,1,192,65,7.12,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,226.77,,61.25,0.532,8.099,426,28,1,426,28,5.01,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,174.35,,44.95,0.356,11.623,490,15,1,490,15,6.47,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,417.79,,114.34,0.832,9.284,502,45,1,502,45,3.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,257.66,,58.85,0.56,9.202,460,28,1,460,28,7.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,300.16,,87.89,0.625,10.72,480,28,1,480,28,5.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,122.3,,61.11,0.404,3.494,303,35,1,303,35,10.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,152.65,,73.31,0.313,4.361,488,35,1,488,35,7.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,795.74,,235.56,1.328,6.366,599,125,1,599,125,2.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,241.82,,97.7,0.407,1.935,594,125,1,594,125,5.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,92.6,,49.32,0.183,1.304,506,71,1,506,71,11.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,973.8,,268.81,0.31,4.637,3144,210,2,1572,105,3.03,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,2849.47,,735.55,0.168,6.95,16954,410,2,8477,205,1.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,4953.19,,1155.29,0.265,9.173,18718,540,2,9359,270,1.06,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,20219.89,,1653,0.595,28.886,34000,700,2,17000,350,1.07,FPS,FPS/$,FPS/TDP,msec.,,,,,1.29,8178.33 +resnet-50,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,22402.58,,2058.94,1.046,32.004,21420,700,2,10710,350,0.96,FPS,FPS/$,FPS/TDP,msec.,,,,,1.54,14017.37 +resnet-50,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,920.75,,256.18,0.455,4.385,2022,210,2,1011,105,3.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,2269.1,,577.44,0.998,7.564,2274,300,2,1137,150,1.47,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,3588.07,2240.26,,1.864,23.92,1925,150,1,1925,150,4.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,2985.51,1945.66,,9.301,19.903,321,150,1,321,150,5.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,821.64,517.36,,0.432,10.955,1900,75,1,1900,75,19.45,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,111.83,62.57,,1.928,9.319,58,12,1,58,12,35.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,49.3,52.41,,0.736,4.108,67,12,1,67,12,80.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,210.05,118.29,,1.963,14.003,107,15,1,107,15,18.93,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,284.72,178.12,,0.668,10.169,426,28,1,426,28,13.65,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,207.72,121.27,,0.424,13.848,490,15,1,490,15,18.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,389.71,222.4,,0.776,8.66,502,45,1,502,45,9.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,537.89,369.59,,1.169,19.210,460,28,1,460,28,2.34,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H NPU-only,783.3,378.14,,1.703,27.975,460,28,1,460,28,1.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,130.47,,37.61,2.249,10.873,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,60.54,,31.21,0.904,5.045,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,201.55,,71.11,1.884,13.437,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,381.99,,122.54,0.897,13.643,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,234.33,,66.48,0.478,15.622,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,529.17,,152.24,1.054,11.759,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,351.56,,147.28,0.764,12.556,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +resnet-50,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,399.48,,,0.832,14.267,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,atom,Intel Atom® x7425E CPU-only,0.76,,0.35,0.013,0.063,58,12,1,58,12,1330.87,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,0.88,,0.22,0.008,0.059,107,15,1,107,15,1136.27,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,1.67,,0.96,0.014,0.025,117,65,1,117,65,599.82,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,2.42,,1.39,0.011,0.069,214,35,1,214,35,457.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,8.95,,2.66,0.027,0.071,329,125,1,329,125,130.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,2.59,,1.45,0.013,0.039,192,65,1,192,65,397.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,3.96,,1.02,0.009,0.141,426,28,1,426,28,250.1,FPS,FPS/$,FPS/TDP,msec.,250.1,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,6.43,,1.99,0.012,0.142,502,45,1,502,45,174.63,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,4.07,,1.16,0.009,0.145,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,4.91,,1.54,0.01,0.175,480,28,1,480,28,260.33,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,2,,1.12,0.006,0.057,303,35,1,303,35,564.49,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,2.59,,1.43,0.005,0.074,488,35,1,488,35,431.94,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,11.82,,3.83,0.019,0.094,599,125,1,599,125,190.29,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,4.34,,2.44,0.007,0.034,594,125,1,594,125,237.48,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,1.59,,0.91,0.006,0.022,249,71,1,249,71,624.13,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,17.64,,4.56,0.005,0.084,3144,210,2,1572,105,115.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,366.83,,23.68,0.047,0.734,7750,500,2,3875,250,0.84,FPS,FPS/$,FPS/TDP,msec.,,3.25,,,1.17,168.65 -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,57.7,,14.89,0.003,0.14,16954,410,2,8477,205,35.97,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,78.11,,20.79,0.004,0.144,18718,540,2,9359,270,62.06,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,453.04,,31.23,0.013,0.647,34000,700,2,17000,350,8.07,FPS,FPS/$,FPS/TDP,msec.,,,,,15.26,215.29 -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,16.75,,4.33,0.008,0.079,2022,210,2,1011,125,121.78,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,42.61,,10.55,0.018,0.142,2274,300,2,1137,150,53.73,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,214.1,110.81,,0.107,1.427,2000,150,1,2000,150,74.36,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,155.34,82.39,,0.483,1.035,321,150,1,321,150,102.72,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,30.24,15.26,,0.015,0.403,1900,75,1,1900,75,501.16,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,2.06,1.11,,0.035,0.172,58,12,1,58,12,1814.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,1.19,1.19,,0.017,0.099,67,12,1,67,12,3358.04,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,5.15,2.78,,0.048,0.343,107,15,1,107,15,775.19,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,8.08,4.7,,0.019,0.288,426,28,1,426,28,478.82,FPS,FPS/$,FPS/TDP,msec.,478.8,,,,, -ssd-resnet34-1200,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,9.57,5.48,,0.019,0.212,502,45,1,502,45,380.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,,,,0,0,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,4.06,,1.08,0.009,0.145,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,17.19,10.32,,0.037,0.614,460,28,1,460,28,59.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,11.07,6.39,,0.023,0.395,480,28,1,480,28,359.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,0.76,,0.35,0.013,0.063,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,0.88,,0.22,0.008,0.059,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,3.96,,1.02,0.009,0.141,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,6.4,,1.97,0.012,0.142,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd-resnet34-1200,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,4.92,,1.53,0.01,0.175,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,atom,Intel Atom® x7425E CPU-only,0.76,,0.35,0.013,0.063,58,12,1,58,12,1330.73,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,0.89,,0.23,0.008,0.059,107,15,1,107,15,1121.88,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,1.66,,0.95,0.014,0.026,117,65,1,117,65,599.8,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,2.41,,1.39,0.011,0.069,214,35,1,214,35,459.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,8.98,,2.67,0.027,0.072,329,125,1,329,125,129.64,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,2.59,,1.46,0.013,0.04,192,65,1,192,65,398.99,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,3.97,,1.02,0.009,0.142,426,28,1,426,28,250.07,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,2.98,,0.72,0.006,0.199,490,15,1,490,15,333.24,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,6.8,,2.02,0.014,0.151,502,45,1,502,45,172.93,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,4.02,,1.12,0.009,0.144,460,28,1,460,28,260.23,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,5,,1.57,0.01,0.179,480,28,1,480,28,256.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,2,,1.12,0.007,0.057,303,35,1,303,35,563.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,2.59,,1.42,0.005,0.074,488,35,1,488,35,411.85,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,13.13,,4.19,0.022,0.105,599,125,1,599,125,99.93,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,4.33,,2.44,0.007,0.035,594,125,1,594,125,239.88,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,1.59,,0.91,0.003,0.022,506,71,1,506,71,629.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,17.62,,4.57,0.006,0.084,3144,210,2,1572,105,116.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,57.69,,14.91,0.003,0.141,16954,410,2,8477,205,36.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,77.52,,20.78,0.004,0.144,18718,540,2,9359,270,62.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,451.31,,31.27,0.013,0.645,34000,700,2,17000,350,8.11,FPS,FPS/$,FPS/TDP,msec.,,,,,15.3,216.45 +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,525.99,,35.34,0.025,0.751,21420,700,2,10710,350,7.93,FPS,FPS/$,FPS/TDP,msec.,,,,,29.52,248.82 +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,16.77,,4.36,0.008,0.08,2022,210,2,1011,105,121.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,42.26,,10.54,0.019,0.141,2274,300,2,1137,150,52.91,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,214.37,110.89,,0.111,1.429,1925,150,1,1925,150,74.3,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,155.87,82.51,,0.486,1.039,321,150,1,321,150,102.45,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,33.86,16.66,,0.018,0.451,1900,75,1,1900,75,469.18,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,2.14,1.18,,0.037,0.178,58,12,1,58,12,1813.16,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,1.19,1.19,,0.018,0.099,67,12,1,67,12,3356.08,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,5.16,2.78,,0.048,0.344,107,15,1,107,15,773.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,8.3,4.68,,0.019,0.296,426,28,1,426,28,474.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,5.27,3.02,,0.011,0.351,490,15,1,490,15,696.75,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,10.47,5.85,,0.021,0.233,502,45,1,502,45,379.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,16.05,9.28,,0.035,0.573,460,28,1,460,28,62.91,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,0.76,,0.35,0.013,0.063,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,0.89,,0.23,0.008,0.059,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,3.96,,1.02,0.009,0.141,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,2.95,,0.7,0.006,0.197,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,6.81,,2.03,0.014,0.151,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,4.12,,1.14,0.009,0.147,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd-resnet34-1200,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,4.98,,1.56,0.01,0.178,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom,Intel Atom® x7425E CPU-only,97.3,,50.85,1.677,8.108,58,12,1,58,12,10.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,45.56,,21.61,0.68,3.797,67,12,1,67,12,22.8,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,107.32,,36.73,1.003,7.154,107,15,1,107,15,9.25,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,211.66,,121.94,1.809,3.256,117,65,1,117,65,4.95,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,327.82,,170.58,1.531,9.366,214,35,1,214,35,3.63,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,1085.31,,388.69,3.298,8.682,329,125,1,329,125,1.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,331.43,,192.47,1.726,5.099,192,65,1,192,65,3.13,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,515.77,,147.2,1.211,18.42,426,28,1,426,28,2.2,FPS,FPS/$,FPS/TDP,msec.,2.2,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,770.38,,282.86,1.534,17.119,502,45,1,502,45,1.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,498.41,,161.67,1.084,17.8,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,591.07,,218.19,1.231,21.109,480,28,1,480,28,2.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,274.87,,156.59,0.907,7.853,303,35,1,303,35,4.34,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,354.87,,187.34,0.727,10.139,488,35,1,488,35,3.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,1456.52,,554.6,2.431,11.652,599,125,1,599,125,1.19,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,574.51,,222.62,0.967,4.596,594,125,1,594,125,2.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,202.54,,124.91,0.813,2.852,249,71,1,249,71,5.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,2092.42,,633.85,0.665,9.963,3144,210,2,1572,105,1.66,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,18001.37,,3148.15,2.323,36.003,7750,500,2,3875,250,13.08,FPS,FPS/$,FPS/TDP,msec.,,95.54,,,25.67,9932.06 -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,5885.37,,1654.07,0.347,14.354,16954,410,2,8477,205,1.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,10335.35,,2211.74,0.552,19.139,18718,540,2,9359,270,0.67,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,23781.35,,3555.28,0.699,33.973,34000,700,2,17000,350,0.83,FPS,FPS/$,FPS/TDP,msec.,,,,,0.99,12484.42 -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,1993.93,,611.29,0.986,9.494,2022,210,2,1011,125,1.73,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,4882.27,,1249.03,2.146,16.274,2274,300,2,1137,150,0.82,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,4079.89,3451.42,,2.039,27.199,2000,150,1,2000,150,3.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,3320.97,3008.93,,10.345,22.139,321,150,1,321,150,4.43,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,899.92,726.95,,0.473,11.999,1900,75,1,1900,75,17.86,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,223.85,130.1,,3.859,18.654,58,12,1,58,12,17.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,95.54,99.6,,1.426,7.962,67,12,1,67,12,41.19,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,411.65,221.33,,3.847,27.443,107,15,1,107,15,9.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,502.82,315.73,,1.18,17.958,426,28,1,426,28,7.69,FPS,FPS/$,FPS/TDP,msec.,7.69,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,757.57,405.43,,1.509,16.835,502,45,1,502,45,4.99,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,,,,0,0,460,28,1,460,28,22.21,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,619.83,,301.57,1.347,22.137,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,,685,,0,0,460,28,1,460,28,1.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,740.41,416.1,,1.542,26.443,480,28,1,480,28,5.2,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,245.44,,79.49,4.231,20.453,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,114.62,,65.09,1.71,9.552,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,299.67,,137.06,2.8,19.978,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,698.33,,250.54,1.639,24.94,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,927.37,,345.68,1.847,20.608,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -ssd_mobilenet_v1_coco,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,758.87,,286.7,1.58,27.102,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom,Intel Atom® x7425E CPU-only,97.26,,50.79,1.677,8.105,58,12,1,58,12,10.81,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,45.79,,21.6,0.683,3.816,67,12,1,67,12,22.81,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,114.6,,37,1.071,7.64,107,15,1,107,15,9.16,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,210.07,,122.08,1.795,3.232,117,65,1,117,65,5.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,327.63,,169.27,1.531,9.361,214,35,1,214,35,3.65,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,1090.55,,389.63,3.315,8.724,329,125,1,329,125,1.43,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,333.01,,191.23,1.734,5.123,192,65,1,192,65,3.16,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,517.03,,147.64,1.214,18.465,426,28,1,426,28,2.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,389.5,,100.56,0.795,25.967,490,15,1,490,15,2.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,817.31,,294.59,1.628,18.162,502,45,1,502,45,1.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,538.96,,152.67,1.172,19.249,460,28,1,460,28,3.69,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,607.65,,223.66,1.266,21.702,480,28,1,480,28,2.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,275.71,,156.99,0.91,7.877,303,35,1,303,35,4.38,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,353.13,,186.7,0.724,10.089,488,35,1,488,35,3.42,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,1617.11,,605.3,2.7,12.937,599,125,1,599,125,1.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,574.42,,222.78,0.967,4.595,594,125,1,594,125,2.38,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,201.39,,124.9,0.398,2.836,506,71,1,506,71,5.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,2064.11,,633.05,0.657,9.829,3144,210,2,1572,105,1.65,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,5726.3,,1646.9,0.338,13.967,16954,410,2,8477,205,1.1,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,10309.67,,2228.26,0.551,19.092,18718,540,2,9359,270,0.69,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,24565.67,,3606.12,0.723,35.094,34000,700,2,17000,350,0.76,FPS,FPS/$,FPS/TDP,msec.,,,,,0.93,12869.21 +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,28125.18,,4909.95,1.313,40.179,21420,700,2,10710,350,0.74,FPS,FPS/$,FPS/TDP,msec.,,,,,1,17557.7 +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,1974.99,,612.04,0.977,9.405,2022,210,2,1011,105,1.78,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,4848.98,,1245.7,2.132,16.163,2274,300,2,1137,150,0.83,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,4074.01,3472.83,,2.116,27.16,1925,150,1,1925,150,3.62,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,3480.39,2928.55,,10.842,23.203,321,150,1,321,150,4.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,984.2,781.88,,0.518,13.123,1900,75,1,1900,75,16.27,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,226.24,134.9,,3.901,18.853,58,12,1,58,12,17.46,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,96.58,100.18,,1.441,8.048,67,12,1,67,12,40.94,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,409.69,222.42,,3.829,27.313,107,15,1,107,15,9.63,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,500.03,312.32,,1.174,17.858,426,28,1,426,28,7.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,379.18,226.11,,0.774,25.279,490,15,1,490,15,10.12,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,775.09,413.01,,1.544,17.224,502,45,1,502,45,5.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,912.24,651.17,,1.983,32.580,460,28,1,460,28,1.39,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,245.08,,84.77,4.226,20.423,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,115.54,,65.27,1.724,9.628,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,318.1,,138.86,2.973,21.207,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,696.82,,249.87,1.636,24.886,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,477.32,,135.05,0.974,31.821,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,1006.42,,351.52,2.005,22.365,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,692.74,,316.15,1.506,24.741,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +ssd_mobilenet_v1_coco,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,750.17,,285.8,1.563,26.792,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom,Intel Atom® x7425E CPU-only,1.16,,0.58,0.02,0.096,58,12,1,58,12,891.46,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,0.48,,0.05,0.007,0.04,67,12,1,67,12,2092.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,1.47,,0.37,0.013,0.098,107,15,1,107,15,704.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,2.42,,1.54,0.02,0.037,117,65,1,117,65,427.14,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,3.61,,2.27,0.016,0.103,214,35,1,214,35,323.41,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,12.62,,4.37,0.038,0.1,329,125,1,329,125,96.94,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,3.75,,2.34,0.019,0.057,192,65,1,192,65,280.77,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,6.57,,1.66,0.015,0.235,426,28,1,426,28,155.83,FPS,FPS/$,FPS/TDP,msec.,155.8,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,9.13,,3.23,0.018,0.203,502,45,1,502,45,130.42,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,1.92,,1.86,0.004,0.069,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,6.88,,2.54,0.014,0.245,480,28,1,480,28,194.3,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,3,,1.83,0.009,0.085,303,35,1,303,35,387.91,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,3.73,,2.33,0.007,0.106,488,35,1,488,35,340.74,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,16.95,,6.28,0.028,0.135,599,125,1,599,125,142.53,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,6.18,,3.94,0.01,0.049,594,125,1,594,125,180.21,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,2.32,,1.47,0.009,0.032,249,71,1,249,71,441.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,29.18,,7.28,0.009,0.138,3144,210,2,1572,105,71.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,400.71,,37.81,0.052,0.801,7750,500,2,3875,250,14.98,FPS,FPS/$,FPS/TDP,msec.,,67.18,,,23.32,177.24 -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,94.98,,21.81,0.005,0.231,16954,410,2,8477,205,23.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,127.99,,31.87,0.006,0.237,18718,540,2,9359,270,42.93,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,,,47.98,0.015,0.769,34000,700,2,17000,350,9.36,FPS,FPS/$,FPS/TDP,msec.,,,,,14.43,221.36 -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,27.7,,6.93,0.013,0.131,2022,210,2,1011,125,74.72,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,69.65,,16.12,0.03,0.232,2274,300,2,1137,150,37.44,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,302.07,205.64,,0.151,2.013,2000,150,1,2000,150,52.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,275.91,188.43,,0.859,1.839,321,150,1,321,150,57.8,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,55.01,33.8,,0.028,0.733,1900,75,1,1900,75,290.97,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,3.41,1.89,,0.058,0.284,58,12,1,58,12,1169.36,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,0.98,1.99,,0.014,0.082,67,12,1,67,12,4037.17,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,8.4,4.44,,0.078,0.56,107,15,1,107,15,475.66,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,14.73,7.58,,0.035,0.526,426,28,1,426,28,271.02,FPS,FPS/$,FPS/TDP,msec.,271,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,17.02,8.33,,0.033,0.378,502,45,1,502,45,217.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,,,,0,0,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,7.79,,7.68,0.017,0.278,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,18.33,18.24,,0.04,0.655,460,28,1,460,28,30.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,19.44,10.14,,0.04,0.694,480,28,1,480,28,204.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,3.81,,0.98,0.065,0.318,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,1.29,,0.79,0.019,0.107,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,8.91,,2.56,0.083,0.594,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,15.96,,4.13,0.037,0.57,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,13.91,,4.49,0.027,0.309,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -unet-camvid-onnx-0001,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,20.27,,5.87,0.042,0.724,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom,Intel Atom® x7425E CPU-only,1.16,,0.58,0.02,0.097,58,12,1,58,12,889.26,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,0.48,,0.05,0.007,0.04,67,12,1,67,12,2079.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,1.49,,0.37,0.014,0.099,107,15,1,107,15,675.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,2.42,,1.54,0.021,0.037,117,65,1,117,65,421.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,3.6,,2.27,0.017,0.103,214,35,1,214,35,322.24,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,12.67,,4.38,0.039,0.101,329,125,1,329,125,96.97,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,3.74,,2.35,0.019,0.058,192,65,1,192,65,261.63,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,6.6,,1.66,0.015,0.236,426,28,1,426,28,155.79,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,4.94,,1.23,0.01,0.329,490,15,1,490,15,202.15,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,9.65,,3.3,0.019,0.214,502,45,1,502,45,127.88,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,5.44,,1.88,0.012,0.194,460,28,1,460,28,193.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,7.04,,2.56,0.015,0.251,480,28,1,480,28,190.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,3.01,,1.83,0.01,0.086,303,35,1,303,35,387.77,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,3.73,,2.32,0.008,0.107,488,35,1,488,35,282.55,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,18.91,,6.92,0.032,0.151,599,125,1,599,125,73.46,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,6.18,,3.95,0.01,0.049,594,125,1,594,125,180.68,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,2.33,,1.46,0.005,0.033,506,71,1,506,71,442.99,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,29.16,,7.32,0.009,0.139,3144,210,2,1572,105,71.09,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,95.25,,21.86,0.006,0.232,16954,410,2,8477,205,23.42,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,128.17,,31.73,0.007,0.237,18718,540,2,9359,270,43.36,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,520.47,,48.02,0.015,0.744,34000,700,2,17000,350,9.3,FPS,FPS/$,FPS/TDP,msec.,,,,,14.63,221.87 +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,511.9,,55.78,0.024,0.731,21420,700,2,10710,350,18.29,FPS,FPS/$,FPS/TDP,msec.,,,,,27.74,243.6 +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,27.76,,7,0.014,0.132,2022,210,2,1011,105,74.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,69.57,,16.08,0.031,0.232,2274,300,2,1137,150,37.46,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,303.46,205.28,,0.158,2.023,1925,150,1,1925,150,52.47,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,276.19,187.28,,0.86,1.841,321,150,1,321,150,57.84,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,55.71,32.59,,0.029,0.743,1900,75,1,1900,75,287.24,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,3.43,1.96,,0.059,0.286,58,12,1,58,12,1164.75,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,1.99,1.99,,0.03,0.166,67,12,1,67,12,2003.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,8.34,4.43,,0.078,0.556,107,15,1,107,15,478.94,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,14.77,7.63,,0.035,0.528,426,28,1,426,28,270.28,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,10.09,5.16,,0.021,0.673,490,15,1,490,15,383.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,18.31,9.66,,0.036,0.407,502,45,1,502,45,217.67,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,29.45,16.84,,0.064,1.052,460,28,1,460,28,32.52,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,4,,1.05,0.069,0.333,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,1.25,,0.8,0.019,0.104,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,8.93,,2.56,0.083,0.595,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,15.97,,4.14,0.037,0.57,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,8.01,,2.08,0.016,0.534,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,16.12,,4.93,0.032,0.358,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,13.23,,6.19,0.029,0.473,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +unet-camvid-onnx-0001,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,,,,0.028,0.485,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,atom,Intel Atom® x7425E CPU-only,52.61,,25.76,0.907,4.384,58,12,1,58,12,20.24,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,22.82,,10.27,0.34,1.902,67,12,1,67,12,44.92,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,53.02,,17.8,0.495,3.535,107,15,1,107,15,18.72,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,111.32,,62.85,0.951,1.712,117,65,1,117,65,9.03,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i5-10500TE CPU-only,167.22,,89.81,0.781,4.777,214,35,1,214,35,6.77,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i5-13600K CPU-only,633.91,,205.57,1.926,5.071,329,125,1,329,125,2.29,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i5-8500 CPU-only,172.29,,95.1,0.897,2.65,192,65,1,192,65,6.07,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i7-1185G7 CPU-only,244.4,,77.01,0.574,8.728,426,28,1,426,28,4.28,FPS,FPS/$,FPS/TDP,msec.,4.28,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i7-12700H CPU-only,456.81,,139.59,0.909,10.151,502,45,1,502,45,3.18,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ Ultra7-165H CPU-only,276.05,,81.29,0.6,9.859,460,28,1,460,28,5.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i7-1360P CPU-only,329.44,,107.27,0.686,11.765,480,28,1,480,28,4.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i7-8700T CPU-only,136.8,,74.8,0.451,3.908,303,35,1,303,35,8.22,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,179.54,,91.78,0.367,5.129,488,35,1,488,35,6.52,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,864.66,,290.76,1.443,6.917,599,125,1,599,125,3.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,298.93,,146.65,0.503,2.391,594,125,1,594,125,3.99,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,105.74,,61.64,0.424,1.489,249,71,1,249,71,9.48,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,1044.7,,337.54,0.332,4.974,3144,210,2,1572,105,2.62,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,9162.59,,1678.19,1.182,18.325,7750,500,2,3875,250,0.75,FPS,FPS/$,FPS/TDP,msec.,,1.76,,,0.69,7567.48 -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,2795.48,,899.98,0.164,6.818,16954,410,2,8477,205,1.3,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,4562.15,,1355.7,0.243,8.448,18718,540,2,9359,270,0.89,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,,,2117.71,0.348,16.921,34000,700,2,17000,350,0.92,FPS,FPS/$,FPS/TDP,msec.,,,,,0.85,8327.95 -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,1000.95,,320.86,0.495,4.766,2022,210,2,1011,125,2.7,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,2216.62,,698.4,0.974,7.388,2274,300,2,1137,150,1.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,3904.69,2886.21,,1.952,26.031,2000,150,1,2000,150,3.88,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,3070.56,2399.91,,9.565,20.47,321,150,1,321,150,4.86,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,629.11,647.77,,0.331,8.388,1900,75,1,1900,75,25.39,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,142.76,74.78,,2.461,11.896,58,12,1,58,12,27.39,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v3_tiny,OV-2024.0,atom-iGPU,Intel® Atom® X6425E 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,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,atom,Intel Atom® x7425E CPU-only,52.55,,25.74,0.906,4.379,58,12,1,58,12,20.26,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,22.84,,10.28,0.341,1.903,67,12,1,67,12,44.98,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,54.9,,18.22,0.513,3.66,107,15,1,107,15,18.42,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,111.17,,62.67,0.95,1.71,117,65,1,117,65,9.04,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,167.07,,90.01,0.781,4.773,214,35,1,214,35,6.5,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,632.16,,205.66,1.921,5.057,329,125,1,329,125,2.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,173.6,,94.91,0.904,2.671,192,65,1,192,65,6.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, 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7-165H iGPU-only,848.13,486.75,,1.844,30.290,460,28,1,460,28,1.49,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H NPU-only,385.72,295.7,,0.839,13.776,460,28,1,460,28,3.49,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,157.69,,44.37,2.719,13.141,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,76.67,,39.39,1.144,6.389,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,278.96,,94.29,2.607,18.597,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,463.1,,156,1.087,16.539,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,268.09,,83.42,0.547,17.873,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,637.55,,196.89,1.27,14.168,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,385.39,,145.52,0.838,13.764,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v3_tiny,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,,,,0.913,15.648,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom,Intel Atom® x7425E CPU-only,21.47,,12.56,0.37,1.789,58,12,1,58,12,48.49,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom,Intel® Atom® X6425E CPU-only,10.27,,5.13,0.153,0.856,67,12,1,67,12,100.61,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom,Intel® Celeron® 6305E CPU-only,24.06,,9.55,0.224,1.604,107,15,1,107,15,42.3,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core,Intel® Core™ i3-8100 CPU-only,53.44,,32.99,0.456,0.822,117,65,1,117,65,19.23,FPS,FPS/$,FPS/TDP,msec.,,,,,, 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CPU-only,71.15,,42.1,0.234,2.032,303,35,1,303,35,16.54,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core,Intel® Core™ i9-10900TE CPU-only,90.86,,51.9,0.186,2.596,488,35,1,488,35,12.88,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,352.24,,145.68,0.588,2.817,599,125,1,599,125,7.01,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® W1290P CPU-only,135.16,,72.57,0.227,1.081,594,125,1,594,125,9.2,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® E-2124G CPU-only,52.12,,32.77,0.209,0.734,249,71,1,249,71,19.54,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® Gold 5218T CPU-only,450.75,,172.78,0.143,2.146,3144,210,2,1572,105,6.01,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,2002.3,,808.04,0.258,4.005,7750,500,2,3875,250,2.68,FPS,FPS/$,FPS/TDP,msec.,,3.64,,,2.31,2156.54 -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® Platinum 8270 CPU-only,972.93,,452.63,0.057,2.373,16954,410,2,8477,205,3.55,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,1691.96,,587.63,0.09,3.133,18718,540,2,9359,270,2.37,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,,,996.11,0.076,3.692,34000,700,2,17000,350,3.33,FPS,FPS/$,FPS/TDP,msec.,,,,,2.65,2524.69 -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® Silver 4216R CPU-only,428.43,,164.48,0.211,2.04,2022,210,2,1011,125,6.25,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,xeon,Intel® Xeon® Silver 4316 CPU-only,850.44,,341.14,0.373,2.834,2274,300,2,1137,150,3.72,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,1562.45,1437.59,,0.781,10.416,2000,150,1,2000,150,10.03,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,1315.9,1190.85,,4.099,8.772,321,150,1,321,150,12.03,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,accel,Intel® Data Center GPU Flex 140 dGPU,251.75,264.86,,0.132,3.356,1900,75,1,1900,75,63.51,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom-iGPU,Intel Atom® x7425E iGPU-only,61.29,40.76,,1.056,5.108,58,12,1,58,12,64.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom-iGPU,Intel® Atom® X6425E iGPU-only,32.93,34.62,,0.491,2.744,67,12,1,67,12,120.9,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom-iGPU,Intel® Celeron® 6305E iGPU-only,124.01,82.33,,1.158,8.267,107,15,1,107,15,32.11,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,169.38,115.34,,0.398,6.049,426,28,1,426,28,23.16,FPS,FPS/$,FPS/TDP,msec.,23.16,,,,, -yolo_v8n,OV-2024.0,core-iGPU,Intel® Core™ i7-12700H iGPU-only,218.02,145.47,,0.434,4.844,502,45,1,502,45,17.81,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H NPU-only,118.83,103.38,,0.258,4.244,460,28,1,460,28,9.2,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-CPU+iGPU,Intel® Core™ Ultra7-165H CPU+GPU,179.12,,108.97,0.389,6.397,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,345.83,252.29,,0.752,12.351,460,28,1,460,28,3.23,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,222.18,152.13,,0.462,7.935,480,28,1,480,28,17.58,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,68.46,,23.48,1.18,5.705,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,37.48,,22.68,0.559,3.123,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,115.15,,50.71,1.076,7.677,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,192.98,,80.91,0.453,6.892,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,239.97,,96.56,0.478,5.332,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, -yolo_v8n,OV-2024.0,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,229.66,,88.58,0.478,8.202,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +begin_rec, , , , , , , , , , , , , , ,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom,Intel Atom® x7425E CPU-only,21.78,,12.67,0.376,1.815,58,12,1,58,12,47.42,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom,Intel® Atom® X6425E CPU-only,10.31,,5.12,0.154,0.859,67,12,1,67,12,100.34,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom,Intel® Celeron® 6305E CPU-only,25.75,,9.61,0.241,1.717,107,15,1,107,15,40.42,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i3-8100 CPU-only,53.77,,33.07,0.46,0.827,117,65,1,117,65,19.03,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i5-10500TE CPU-only,81.47,,47.23,0.381,2.328,214,35,1,214,35,13.51,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i5-13600K CPU-only,274.23,,104.01,0.834,2.194,329,125,1,329,125,5.24,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i5-8500 CPU-only,84.95,,50.55,0.442,1.307,192,65,1,192,65,11.79,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i7-1185G7 CPU-only,111.72,,40.8,0.262,3.99,426,28,1,426,28,10.32,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i7-1185GRE CPU-only,76.65,,27.77,0.156,5.11,490,15,1,490,15,13.29,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i7-12700H CPU-only,200.31,,78.26,0.399,4.451,502,45,1,502,45,6.6,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core Ultra 7-165H CPU-only,111.98,,43.58,0.243,3.999,460,28,1,460,28,15.57,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i7-1360P CPU-only,146.27,,58.61,0.305,5.224,480,28,1,480,28,9.38,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i7-8700T CPU-only,71.7,,42.55,0.237,2.049,303,35,1,303,35,16.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i9-10900TE CPU-only,91.26,,52.18,0.187,2.607,488,35,1,488,35,12.67,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,399.04,,160.07,0.666,3.192,599,125,1,599,125,4.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® W1290P CPU-only,139.82,,75.14,0.235,1.119,594,125,1,594,125,9.01,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® E-2124G CPU-only,52.41,,32.95,0.104,0.738,506,71,1,506,71,19.28,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® Gold 5218T CPU-only,440.97,,174.8,0.14,2.1,3144,210,2,1572,105,5.91,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® Platinum 8270 CPU-only,982.78,,459.27,0.058,2.397,16954,410,2,8477,205,3.59,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,1691.89,,591.34,0.09,3.133,18718,540,2,9359,270,2.4,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,2527.39,,1003.33,0.074,3.611,34000,700,2,17000,350,3.37,FPS,FPS/$,FPS/TDP,msec.,,,,,2.66,2510.06 +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,3515.52,,1295.71,0.164,5.022,21420,700,2,10710,350,3.46,FPS,FPS/$,FPS/TDP,msec.,,,,,2.9,3748.24 +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® Silver 4216R CPU-only,421.5,,166.81,0.208,2.007,2022,210,2,1011,105,6.19,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,xeon,Intel® Xeon® Silver 4316 CPU-only,850.58,,344.09,0.374,2.835,2274,300,2,1137,150,3.28,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,1567.08,1461.72,,0.814,10.447,1925,150,1,1925,150,10.02,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,1319.65,1224.24,,4.111,8.798,321,150,1,321,150,12.04,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,305.49,304.48,,0.161,4.073,1900,75,1,1900,75,52.35,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom-iGPU,Intel Atom® x7425E iGPU-only,62.91,42.77,,1.085,5.243,58,12,1,58,12,63.27,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom-iGPU,Intel® Atom® X6425E iGPU-only,32.98,34.69,,0.492,2.748,67,12,1,67,12,120.7,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom-iGPU,Intel® Celeron® 6305E iGPU-only,124.24,82.5,,1.161,8.283,107,15,1,107,15,32.05,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-iGPU,Intel® Core™ i7-1185G7 iGPU-only,168.65,115.68,,0.396,6.023,426,28,1,426,28,23.26,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-iGPU,Intel® Core™ i7-1185GRE iGPU-only,119.07,78.11,,0.243,7.938,490,15,1,490,15,33.07,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-iGPU,Intel® Core™ i7-12700H iGPU-only,219.57,148.58,,0.437,4.879,502,45,1,502,45,17.93,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H iGPU-only,371.68,269.56,,0.808,13.274,460,28,1,460,28,3.27,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-iGPU,Intel® Core Ultra 7-165H NPU-only,,95.73,,0,0,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom-CPU+iGPU,Intel Atom® x7425E CPU+iGPU,70.5,,25.48,1.216,5.875,58,12,1,58,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom-CPU+iGPU,Intel® Atom® X6425E CPU+iGPU,37.59,,22.29,0.561,3.133,67,12,1,67,12,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,atom-CPU+iGPU,Intel® Celeron® 6305E CPU+iGPU,115.22,,50.8,1.077,7.681,107,15,1,107,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185G7 CPU+iGPU,195.06,,81.02,0.458,6.966,426,28,1,426,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1185GRE CPU+iGPU,105.21,,41.22,0.215,7.014,490,15,1,490,15,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-12700H CPU+iGPU,275.44,,104.07,0.549,6.121,502,45,1,502,45,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-CPU+iGPU,Intel® Core Ultra 7-165H CPU+iGPU,191.74,,112.77,0.417,6.848,460,28,1,460,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, +yolo_v8n,OV-2024.1,core-CPU+iGPU,Intel® Core™ i7-1360P CPU+iGPU,222.63,,85.92,0.464,7.951,480,28,1,480,28,,FPS,FPS/$,FPS/TDP,msec.,,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,tokens/sec,tokens/sec/$,tokens/sec/TDP,msec/token,,,,,, -chatglm2-6b,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,7.4,2.5,,,,,,,,,134.86,tokens/sec,msec/token/$,msec/token/TDP,msec/token,405.05,,104.74,9.5,, -chatglm2-6b,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,9.2,4.7,,,,,,,,,108.13,tokens/sec,msec/token/$,msec/token/TDP,msec/token,211.3,,79.25,12.6,, -chatglm2-6b,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,23.4,15.7,,,,,,,,,42.7,tokens/sec,msec/token/$,msec/token/TDP,msec/token,63.66,,31.79,31.5,, -chatglm2-6b,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,24,15.5,,,,,,,,,,tokens/sec,msec/token/$,msec/token/TDP,msec/token,,,,30.9,, -chatglm2-6b,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,,11.8,,,,,,,,,,tokens/sec,msec/token/$,msec/token/TDP,msec/token,85.09,,,,, -chatglm2-6b,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,,4.2,,,,,,,,,,tokens/sec,msec/token/$,msec/token/TDP,msec/token,240.22,,,,, +begin_rec, , , , , , , , , , , , , , ,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +chatglm2-6b,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,10.2,2.6,,,,599,125,1,599,125,98.16,msec/token,msec/token/$,msec/token/TDP,msec/token,380.32,,71.01,14.1,, +chatglm2-6b,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,9,4.7,,,,18718,540,2,9359,270,110.86,msec/token,msec/token/$,msec/token/TDP,msec/token,212.03,,75.89,13.2,, +chatglm2-6b,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,23,16.3,,,,34000,700,2,17000,350,43.57,msec/token,msec/token/$,msec/token/TDP,msec/token,61.52,,32.6,30.7,, +chatglm2-6b,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,28.4,18.8,,,,21420,700,2,10710,350,35.2,msec/token,msec/token/$,msec/token/TDP,msec/token,53.3,,27,37,, +chatglm2-6b,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,22.2,,,,,1925,150,1,1925,150,45.07,msec/token,msec/token/$,msec/token/TDP,msec/token,,,44.31,22.6,, +chatglm2-6b,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,14.1,,,,,321,150,1,321,150,70.76,msec/token,msec/token/$,msec/token/TDP,msec/token,,,64.66,15.5,, +chatglm2-6b,OV-2024.1,accel,Intel® Core Ultra 7-165H iGPU-only,10.2,5.4,,,,460,28,1,460,28,97.7,msec/token,msec/token/$,msec/token/TDP,msec/token,184.8,,76.8,13,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,tokens/sec,tokens/sec/$,tokens/sec/TDP,msec/token,,,,,, -llama-2-7b-chat,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,6.7,2.2,,,,,,,,,148.81,tokens/sec,msec/token/$,msec/token/TDP,msec/token,458.75,,112.65,8.9,, -llama-2-7b-chat,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,10.4,3.6,,,,,,,,,95.73,tokens/sec,msec/token/$,msec/token/TDP,msec/token,280.26,,57.52,17.4,, -llama-2-7b-chat,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,20.1,13.6,,,,,,,,,49.75,tokens/sec,msec/token/$,msec/token/TDP,msec/token,73.68,,37.1,27,, -llama-2-7b-chat,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,21.3,14.5,,,,,,,,,,tokens/sec,msec/token/$,msec/token/TDP,msec/token,,,,30.2,, -llama-2-7b-chat,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,15.3,,,,,,,,,,65.31,tokens/sec,msec/token/$,msec/token/TDP,msec/token,,,83.57,12,, -llama-2-7b-chat,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,10.3,10.7,,,,,,,,,97.45,tokens/sec,msec/token/$,msec/token/TDP,msec/token,93.26,,116.82,8.6,, -llama-2-7b-chat,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,3.5,,,,,,,,,,286.83,tokens/sec,msec/token/$,msec/token/TDP,msec/token,,,217.08,4.6,, -llama-2-7b-chat,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,5.4,3.3,,,,,,,,,183.6,tokens/sec,msec/token/$,msec/token/TDP,msec/token,305.68,,116.97,8.5,, +begin_rec, , , , , , , , , , , , , , ,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +llama-2-7b-chat,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,8.5,2.2,,,,599,125,1,599,125,117.23,msec/token,msec/token/$,msec/token/TDP,msec/token,456.25,,80.37,12.4,, +llama-2-7b-chat,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,9.3,3.6,,,,18718,540,2,9359,270,107.25,msec/token,msec/token/$,msec/token/TDP,msec/token,275.08,,62.45,16,, +llama-2-7b-chat,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,19.2,13.4,,,,34000,700,2,17000,350,52.04,msec/token,msec/token/$,msec/token/TDP,msec/token,74.82,,38.42,26,, +llama-2-7b-chat,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,23.3,15.7,,,,21420,700,2,10710,350,43,msec/token,msec/token/$,msec/token/TDP,msec/token,63.7,,33.1,30.2,, +llama-2-7b-chat,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,15.1,,,,,321,150,1,321,150,66.12,msec/token,msec/token/$,msec/token/TDP,msec/token,,,58.42,17.1,, +llama-2-7b-chat,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,9.3,8.6,,,,1925,150,1,1925,150,107.27,msec/token,msec/token/$,msec/token/TDP,msec/token,116.54,,51,19.6,, +llama-2-7b-chat,OV-2024.1,accel,Intel® Core Ultra 7-165H iGPU-only,8.3,3.9,,,,460,28,1,460,28,119.9,msec/token,msec/token/$,msec/token/TDP,msec/token,255.3,,87.9,11.4,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,tokens/sec,tokens/sec/$,tokens/sec/TDP,msec/token,,,,,, -mistral-7b-v0.1,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,6.3,2,,,,,,,,,157.95,tokens/sec,msec/token/$,msec/token/TDP,msec/token,491.22,,106.24,9.4,, -mistral-7b-v0.1,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,7.5,3.7,,,,,,,,,133.73,tokens/sec,msec/token/$,msec/token/TDP,msec/token,267.73,,78.61,12.7,, -mistral-7b-v0.1,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,19.2,12.7,,,,,,,,,51.95,tokens/sec,msec/token/$,msec/token/TDP,msec/token,78.85,,35.43,28.2,, -mistral-7b-v0.1,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,20.2,14.4,,,,,,,,,,tokens/sec,msec/token/$,msec/token/TDP,msec/token,,,,26,, -mistral-7b-v0.1,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,13.3,,,,,,,,,,75.05,tokens/sec,msec/token/$,msec/token/TDP,msec/token,,,101.29,9.9,, -mistral-7b-v0.1,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,7.5,7.1,,,,,,,,,132.71,tokens/sec,msec/token/$,msec/token/TDP,msec/token,141.58,,162.26,6.2,, -mistral-7b-v0.1,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,,,,,,,,,,,,tokens/sec,msec/token/$,msec/token/TDP,msec/token,,,309.56,3.2,, -mistral-7b-v0.1,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,4.3,2.5,,,,,,,,,231.75,tokens/sec,msec/token/$,msec/token/TDP,msec/token,393.34,,166.45,6,, +begin_rec, , , , , , , , , , , , , , ,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +mistral-7b-v0.1,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,8.4,2.1,,,,599,125,1,599,125,119.7,msec/token,msec/token/$,msec/token/TDP,msec/token,475.69,,69.39,14.4,, +mistral-7b-v0.1,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,6.8,3.7,,,,18718,540,2,9359,270,147.9,msec/token,msec/token/$,msec/token/TDP,msec/token,268.34,,81.12,12.3,, +mistral-7b-v0.1,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,19,12.8,,,,34000,700,2,17000,350,52.76,msec/token,msec/token/$,msec/token/TDP,msec/token,78.25,,36.25,27.6,, +mistral-7b-v0.1,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,22.2,14.9,,,,21420,700,2,10710,350,45.1,msec/token,msec/token/$,msec/token/TDP,msec/token,66.9,,31,32.2,, +mistral-7b-v0.1,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,10.9,,,,,321,150,1,321,150,91.77,msec/token,msec/token/$,msec/token/TDP,msec/token,,,80.23,12.5,, +mistral-7b-v0.1,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,,,,,,1900,75,1,1900,75,,msec/token,msec/token/$,msec/token/TDP,msec/token,,,256.28,3.9,, +mistral-7b-v0.1,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,10.9,,,,,1925,150,1,1925,150,91.77,msec/token,msec/token/$,msec/token/TDP,msec/token,,,80.23,12.5,, +mistral-7b-v0.1,OV-2024.1,accel,Intel® Core Ultra 7-165H iGPU-only,5.4,3.5,,,,460,28,1,460,28,184.4,msec/token,msec/token/$,msec/token/TDP,msec/token,288.3,,132.9,7.5,, +end_rec,,,,,,,,,,,,,,,,,,,,,,,, +begin_rec,,,,,,,,,,,,,,,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +falcon-7b-instruct,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,8.1,,,,,599,125,1,599,125,123.8,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +falcon-7b-instruct,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,,,,,,18718,540,2,9359,270,,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +falcon-7b-instruct,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,20.4,,,,,34000,700,2,17000,350,49.1,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +falcon-7b-instruct,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,24,16.1,,,,21420,700,2,10710,350,41.7,msec/token,msec/token/$,msec/token/TDP,msec/token,62.1,,,,, +falcon-7b-instruct,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,14.3,,,,,321,150,1,321,150,69.7,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +falcon-7b-instruct,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,,,,,,1900,75,1,1900,75,,msec/token,msec/token/$,msec/token/TDP,msec/token,,,,,, +falcon-7b-instruct,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,20.5,,,,,1925,150,1,1925,150,48.69,msec/token,msec/token/$,msec/token/TDP,msec/token,,,42.21,23.7,, +falcon-7b-instruct,OV-2024.1,accel,Intel® Core Ultra 7-165H iGPU-only,9,5.1,,,,460,28,1,460,28,111.18,msec/token,msec/token/$,msec/token/TDP,msec/token,197.6,,76.6,13.1,, +end_rec,,,,,,,,,,,,,,,,,,,,,,,, +begin_rec, , , , , , , , , , , , , , ,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",,,,,, +stable-diffusion-v2-1,OV-2024.1,core,Intel® Core™ i9-13900K CPU-only,,,,,,599,125,1,599,125,42.45,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",41.87,,,,, +stable-diffusion-v2-1,OV-2024.1,xeon,Intel® Xeon® Platinum 8380 CPU-only,,,,,,18718,540,2,9359,270,21.71,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",20.79,,,,, +stable-diffusion-v2-1,OV-2024.1,xeon,Intel® Xeon® Platinum 8490H CPU-only,,,,,,34000,700,2,17000,350,4.15,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",4.03,,,,, +stable-diffusion-v2-1,OV-2024.1,xeon,Intel® Xeon® Platinum 8580 CPU-only,,,,,,21420,700,2,10710,350,3.9,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",3.7,,,,, +stable-diffusion-v2-1,OV-2024.1,accel,Intel® Arc™ A-770M Graphics dGPU,,,,,,321,150,1,321,150,,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",4.43,,,,, +stable-diffusion-v2-1,OV-2024.1,accel,Intel® Data Center GPU Flex 140 dGPU,,,,,,1900,75,1,1900,75,,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",37.45,,,,, +stable-diffusion-v2-1,OV-2024.1,accel,Intel® Data Center GPU Flex 170 dGPU,,,,,,1925,150,1,1925,150,,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",4.42,,,,, +stable-diffusion-v2-1,OV-2024.1,accel,Intel® Core Ultra 7-165H iGPU-only,,,,,,460,28,1,460,28,16.6,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",15.9,,,,, end_rec,,,,,,,,,,,,,,,,,,,,,,,, -begin_rec, , , ,,,,,,,,,,, ,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",,,,,, -stable-diffusion-v2-1,OV-2024.0,core,Intel® Core™ i9-13900K CPU-only,,,,,,,,,,,64.34,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",49.15,,,,, -stable-diffusion-v2-1,OV-2024.0,xeon,Intel® Xeon® Platinum 8380 CPU-only,,,,,,,,,,,21.65,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",20.89,,,,, -stable-diffusion-v2-1,OV-2024.0,xeon,Intel® Xeon® Platinum 8490H CPU-only,,,,,,,,,,,4.11,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",4.38,,,,, -stable-diffusion-v2-1,OV-2024.0,xeon,Intel® Xeon® Gold 6548N CPU-only,,,,,,,,,,,5.6,"Generation time, sec.",msec/token/$,msec/token/TDP,msec/token,5.6,,,,, -stable-diffusion-v2-1,OV-2024.0,accel,Intel® Data Center GPU Flex 170 dGPU,,,,,,,,,,,7.5,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",4.73,,,,, -stable-diffusion-v2-1,OV-2024.0,accel,Intel® Arc™ A-Series Graphics dGPU,,,,,,,,,,,7.91,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",5.12,,,,, -stable-diffusion-v2-1,OV-2024.0,core-iGPU,Intel® Core™ i7-1360P iGPU-only,,,,,,,,,,,35.03,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",34.19,,,,, -stable-diffusion-v2-1,OV-2024.0,core-iGPU,Intel® Core™ Ultra7-165H iGPU-only,,,,,,,,,,,21.3,"Generation time, sec.",Generation time/$,Generation time/TDP,"Generation time, sec.",21.1,,,,, -end_rec,,,,,,,,,,,,,,,,,,,,,,,, \ No newline at end of file

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