Docker Benchmarks
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ROCm ONNXRuntime Model Benchmarksort-models
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IntroductionRun the rocm onnxruntime model training benchmarks packaged in docker superbench/benchmark:rocm4.3.1-onnxruntime1.9.0
which includes Bert-large, Distilbert-base, GPT-2, facebook/Bart-large and Roberta-large.
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MetricsName | Unit | Description |
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onnxruntime-ort-models/bert_large_uncased_ngpu_1_train_throughput | throughput (samples/s) | The throughput of bert large uncased model on 1 GPU. |
onnxruntime-ort-models/bert_large_uncased_ngpu_8_train_throughput | throughput (samples/s) | The throughput of bert large uncased model on 8 GPU. |
onnxruntime-ort-models/distilbert_base_uncased_ngpu_1_train_throughput | throughput (samples/s) | The throughput of distilbert base uncased model on 1 GPU. |
onnxruntime-ort-models/distilbert_base_uncased_ngpu_8_train_throughput | throughput (samples/s) | The throughput of distilbert base uncased model on 8 GPU. |
onnxruntime-ort-models/gpt2_ngpu_1_train_throughput | throughput (samples/s) | The throughput of gpt2 model on 1 GPU. |
onnxruntime-ort-models/gpt2_ngpu_8_train_throughput | throughput (samples/s) | The throughput of gpt2 model on 8 GPU. |
onnxruntime-ort-models/facebook_bart_large_ngpu_1_train_throughput | throughput (samples/s) | The throughput of facebook bart large model on 1 GPU. |
onnxruntime-ort-models/facebook_bart_large_ngpu_8_train_throughput | throughput (samples/s) | The throughput of facebook bart large model on 8 GPU. |
onnxruntime-ort-models/roberta_large_ngpu_1_train_throughput | throughput (samples/s) | The throughput of roberta large model on 1 GPU. |
onnxruntime-ort-models/roberta_large_ngpu_8_train_throughput | throughput (samples/s) | The throughput of roberta large model on 8 GPU. |