Update results for DSGDm
Browse files
README.md
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@@ -28,9 +28,9 @@ datasets:
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- Number of workers: 8
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- Communication topology: one-peer ring (time-varying topology)
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- Results:
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- Top-1 Accuracy:
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- Top-5 Accuracy:
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- `/DSGDm-8-complete`: ResNet-50 models trained with decentralized SGD with momentum
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- Training Details:
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@@ -43,6 +43,6 @@ datasets:
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- Number of workers: 8
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- Communication topology: complete
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- Results:
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- Top-1 Accuracy:
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- Top-5 Accuracy:
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- Number of workers: 8
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- Communication topology: one-peer ring (time-varying topology)
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- Results:
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- Top-1 Accuracy: 77.4233 ± 0.1227
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- Top-5 Accuracy: 93.5407 ± 0.0546
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- Val Loss: 1.9332 ± 0.0031
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- `/DSGDm-8-complete`: ResNet-50 models trained with decentralized SGD with momentum
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| 36 |
- Training Details:
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| 43 |
- Number of workers: 8
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| 44 |
- Communication topology: complete
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- Results:
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- Top-1 Accuracy: 77.4440 ± 0.0694
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- Top-5 Accuracy: 93.6567 ± 0.0197
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- Val Loss: ± 1.9361 0.0040
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