Add trademarks for MLCommons and MLPerf

COPYRIGHT.txt

@@ -1,5 +1,5 @@
-Copyright (c) 2021-2024 MLCommons
+Copyright (c) 2021-2024 MLCommons™
 
-Grigori Fursin, the cTuning foundation and OctoML donated this project to MLCommons to benefit everyone.
+Grigori Fursin, the cTuning foundation and OctoML donated this project to MLCommons™ to benefit everyone.
 
 Copyright (c) 2014-2021 cTuning foundation

README.md

@@ -1,20 +1,20 @@
-# MLPerf Automations and Scripts
+# MLPerf® Automations and Scripts
 
 [![License](https://img.shields.io/badge/License-Apache%202.0-green)](LICENSE.md)
 [![Downloads](https://static.pepy.tech/badge/mlcflow)](https://pepy.tech/project/mlcflow)
 [![MLC script automation features test](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlc-script-features.yml/badge.svg?cache-bust=1)](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlc-script-features.yml)
-[![MLPerf Inference ABTF POC Test](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlperf-inference-abtf-poc.yml/badge.svg)](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlperf-inference-abtf-poc.yml)
+[![MLPerf® Inference ABTF POC Test](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlperf-inference-abtf-poc.yml/badge.svg)](https://github.com/mlcommons/mlperf-automations/actions/workflows/test-mlperf-inference-abtf-poc.yml)
 
 
-Welcome to the **MLPerf Automations and Scripts** repository! This repository is your go-to resource for tools, automations, and scripts designed to streamline the execution of **MLPerf benchmarks**—with a strong emphasis on **MLPerf Inference benchmarks**.
+Welcome to the **MLPerf® Automations and Scripts** repository! This repository is your go-to resource for tools, automations, and scripts designed to streamline the execution of **MLPerf® benchmarks**—with a strong emphasis on **MLPerf® Inference benchmarks**.
 
-Starting **January 2025**, MLPerf automation scripts is powered by [MLCFlow](https://github.com/mlcommons/mlcflow) automation interface. This new and simplified framework replaces the previous [Collective Mind (CM)](https://github.com/mlcommons/ck/tree/master/cm), providing a more robust, efficient, and self-contained solution for benchmarking workflows, making MLPerf automations independent of any external projects. 
+Starting **January 2025**, MLPerf® automation scripts is powered by [MLCFlow](https://github.com/mlcommons/mlcflow) automation interface. This new and simplified framework replaces the previous [Collective Mind (CM)](https://github.com/mlcommons/ck/tree/master/cm), providing a more robust, efficient, and self-contained solution for benchmarking workflows, making MLPerf® automations independent of any external projects. 
 
 
 ---
 
 ## 🚀 Key Features
-- **Automated Benchmarking** – Simplifies running MLPerf Inference benchmarks with minimal manual intervention.
+- **Automated Benchmarking** – Simplifies running MLPerf® Inference benchmarks with minimal manual intervention.
 - **Modular and Extensible** – Easily extend the scripts to support additional benchmarks and configurations.
 - **Seamless Integration** – Compatible with Docker, cloud environments, and local machines.
 
@@ -32,20 +32,20 @@ At its core, MLCFlow relies on a single powerful automation, the Script, which i
 We welcome contributions from the community! To contribute:
 1. Submit pull requests (PRs) to the **`dev`** branch.
 2. Review our [CONTRIBUTORS.md](here) for guidelines and best practices.
-3. Explore more about MLPerf Inference automation in the official [MLPerf Inference Documentation](https://docs.mlcommons.org/inference/).
+3. Explore more about MLPerf® Inference automation in the official [MLPerf® Inference Documentation](https://docs.mlcommons.org/inference/).
 
 Your contributions help drive the project forward!
 
 
 ---
 
 ## 💬 Join the Discussion  
-Connect with us on the [MLCommons Benchmark Infra Discord channel](https://discord.gg/T9rHVwQFNX) to engage in discussions about **MLCFlow** and **MLPerf Automations**. We’d love to hear your thoughts, questions, and ideas!  
+Connect with us on the [MLCommons™ Benchmark Infra Discord channel](https://discord.gg/T9rHVwQFNX) to engage in discussions about **MLCFlow** and **MLPerf® Automations**. We’d love to hear your thoughts, questions, and ideas!  
 
 ---
 
 ## 📰 Stay Updated  
-Keep track of the latest development progress and tasks on our [MLPerf Automations Development Board](https://github.com/orgs/mlcommons/projects/50/views/7?sliceBy%5Bvalue%5D=_noValue).  
+Keep track of the latest development progress and tasks on our [MLPerf® Automations Development Board](https://github.com/orgs/mlcommons/projects/50/views/7?sliceBy%5Bvalue%5D=_noValue).  
 Stay tuned for exciting updates and announcements!  
 
 ---
@@ -61,10 +61,10 @@ This project is made possible through the generous support of:
 - [cKnowledge.org](https://cKnowledge.org)
 - [cTuning Foundation](https://cTuning.org)
 - [GATEOverflow](https://gateoverflow.in)
-- [MLCommons](https://mlcommons.org)
+- [MLCommons™](https://mlcommons.org)
 
 We appreciate their contributions and sponsorship!
 
 ---
 
-Thank you for your interest and support in MLPerf Automations and Scripts!
+Thank you for your interest and support in MLPerf® Automations and Scripts!

automation/script/README.md

@@ -69,4 +69,4 @@ Sometimes it is difficult to add all variations needed for a script like say `ba
 <img src="https://github.com/mlcommons/cm4mlops/raw/mlperf-inference/automation/script/assets/scripts-workflow.png" width="248">
 
 
-&copy; 2022-25 [MLCommons](https://mlcommons.org)<br>
+&copy; 2022-25 [MLCommons™](https://mlcommons.org)<br>

script/activate-python-venv/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/add-custom-nvidia-system/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-image-classification-onnx-py/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-image-classification-tf-onnx-cpp/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-image-classification-torch-py/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-image-classification-tvm-onnx-py/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-image-corner-detection/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-loadgen-generic-python/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-automotive-mlcommons-python/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-automotive/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference-ctuning-cpp-tflite/COPYRIGHT.md

@@ -1,8 +1,8 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
-Grigori Fursin, the cTuning foundation and OctoML donated the CK and CM projects to MLCommons to benefit everyone and continue development as a community effort.
+Grigori Fursin, the cTuning foundation and OctoML donated the CK and CM projects to MLCommons™ to benefit everyone and continue development as a community effort.
 
 Copyright (c) 2014-2021 cTuning foundation
 

script/app-mlperf-inference-dummy/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference-intel/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference-mlcommons-cpp/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference-mlcommons-python/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference-nvidia/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference-qualcomm/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference-qualcomm/README_aws_dl2q.24xlarge.md

@@ -1,4 +1,4 @@
-# MLPerf Inference Benchmarking on AWS dl2q.24xlarge instance using 8 QAIC Cloud AI 100
+# MLPerf® Inference Benchmarking on AWS dl2q.24xlarge instance using 8 QAIC Cloud AI 100
 
 `dl2q.24xlarge` instance is available in `us-west-2d` and it has 96 vCPUs and 768 GB of memory. 
 

script/app-mlperf-inference-redhat/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-inference/README.md

@@ -40,8 +40,8 @@ mlcr app,vision,language,mlcommons,mlperf,inference,generic
 
 | Name | Description | Choices | Default |
 |------|-------------|---------|------|
-| `--scenario` | MLPerf inference scenario | ['Offline', 'Server', 'SingleStream', 'MultiStream'] | `Offline` |
-| `--mode` | MLPerf inference mode | ['performance', 'accuracy'] | `accuracy` |
+| `--scenario` | MLPerf® inference scenario | ['Offline', 'Server', 'SingleStream', 'MultiStream'] | `Offline` |
+| `--mode` | MLPerf® inference mode | ['performance', 'accuracy'] | `accuracy` |
 | `--test_query_count` | Specifies the number of samples to be processed during a test run |  | `10` |
 | `--target_qps` | Target QPS |  | `` |
 | `--target_latency` | Target Latency |  | `` |
@@ -55,11 +55,11 @@ mlcr app,vision,language,mlcommons,mlperf,inference,generic
 | `--adr.python.version_min` | Minimal Python version |  | `3.8` |
 | `--adr.python.version` | Force Python version (must have all system deps) |  | `` |
 | `--adr.compiler.tags` | Compiler for loadgen |  | `gcc` |
-| `--adr.inference-src-loadgen.env.MLC_GIT_URL` | Git URL for MLPerf inference sources to build LoadGen (to enable non-reference implementations) |  | `` |
-| `--adr.inference-src.env.MLC_GIT_URL` | Git URL for MLPerf inference sources to run benchmarks (to enable non-reference implementations) |  | `` |
+| `--adr.inference-src-loadgen.env.MLC_GIT_URL` | Git URL for MLPerf® inference sources to build LoadGen (to enable non-reference implementations) |  | `` |
+| `--adr.inference-src.env.MLC_GIT_URL` | Git URL for MLPerf® inference sources to run benchmarks (to enable non-reference implementations) |  | `` |
 | `--quiet` | Quiet run (select default values for all questions) |  | `False` |
 | `--readme` | Generate README with the reproducibility report |  | `` |
-| `--debug` | Debug MLPerf script |  | `` |
+| `--debug` | Debug MLPerf® script |  | `` |
 | `--count` |  |  | `` |
 | `--docker` |  |  | `` |
 | `--imagenet_path` |  |  | `` |

script/app-mlperf-training-nvidia/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-mlperf-training-reference/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/app-stable-diffusion-onnx-py/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/authenticate-github-cli/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/benchmark-any-mlperf-inference-implementation/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/benchmark-program-mlperf/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/benchmark-program/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/build-docker-image/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/build-dockerfile/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/build-mlperf-inference-server-nvidia/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/calibrate-model-for.qaic/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/clean-nvidia-mlperf-inference-scratch-space/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/compile-model-for.qaic/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/compile-program/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2022-2025 MLCommons. All Rights Reserved.
+© 2022-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/convert-csv-to-md/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/convert-ml-model-huggingface-to-onnx/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2023-2025 MLCommons. All Rights Reserved.
+© 2023-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at:
 

script/copy-to-clipboard/COPYRIGHT.md

@@ -1,6 +1,6 @@
 # Copyright Notice
 
-© 2024-2025 MLCommons. All Rights Reserved.
+© 2024-2025 MLCommons™. All Rights Reserved.
 
 This file is licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance with the License. A copy of the License can be obtained at: