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...Dreambrook_Team/measurements/0e7e43cc4195-reference-gpu-pytorch-cu124/README.md
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| Model | Scenario | Accuracy | Throughput | Latency (in ms) | | ||
|---------|------------|------------|--------------|-------------------| | ||
| bert-99 | offline | 90.8792 | 279.352 | - | |
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...reference-gpu-pytorch-cu124/bert-99/offline/0e7e43cc4195-reference-gpu-pytorch-cu124.json
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{ | ||
"starting_weights_filename": "https://armi.in/files/fp32/model.pytorch", | ||
"retraining": "no", | ||
"input_data_types": "fp32", | ||
"weight_data_types": "fp32", | ||
"weight_transformations": "none" | ||
} |
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...measurements/0e7e43cc4195-reference-gpu-pytorch-cu124/bert-99/offline/README.md
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This experiment is generated using the [MLCommons Collective Mind automation framework (CM)](https://github.com/mlcommons/cm4mlops). | ||
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*Check [CM MLPerf docs](https://docs.mlcommons.org/inference) for more details.* | ||
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## Host platform | ||
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* OS version: Linux-6.1.112-1.el9.elrepo.x86_64-x86_64-with-glibc2.35 | ||
* CPU version: x86_64 | ||
* Python version: 3.10.12 (main, Sep 11 2024, 15:47:36) [GCC 11.4.0] | ||
* MLCommons CM version: 3.2.2 | ||
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## CM Run Command | ||
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See [CM installation guide](https://docs.mlcommons.org/inference/install/). | ||
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```bash | ||
pip install -U cmind | ||
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cm rm cache -f | ||
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cm pull repo mlcommons@cm4mlops --checkout=5aeaffdca72142871dcde95ebf8a37e65fe3e06e | ||
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cm run script \ | ||
--tags=run-mlperf,inference,_r4.1-dev \ | ||
--model=bert-99 \ | ||
--implementation=reference \ | ||
--framework=pytorch \ | ||
--category=edge \ | ||
--scenario=Offline \ | ||
--execution_mode=valid \ | ||
--device=cuda \ | ||
--quiet \ | ||
--adr.mlperf-implementation.tags=_repo.https://github.com/NeverGpDzy/inference,_branch.master \ | ||
--clean | ||
``` | ||
*Note that if you want to use the [latest automation recipes](https://docs.mlcommons.org/inference) for MLPerf (CM scripts), | ||
you should simply reload mlcommons@cm4mlops without checkout and clean CM cache as follows:* | ||
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```bash | ||
cm rm repo mlcommons@cm4mlops | ||
cm pull repo mlcommons@cm4mlops | ||
cm rm cache -f | ||
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``` | ||
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## Results | ||
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Platform: 0e7e43cc4195-reference-gpu-pytorch-cu124 | ||
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Model Precision: fp32 | ||
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### Accuracy Results | ||
`F1`: `90.87917`, Required accuracy for closed division `>= 89.96526` | ||
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### Performance Results | ||
`Samples per second`: `279.352` |
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