add RAM usage with CacheDataset
Browse files- README.md +10 -0
- configs/metadata.json +2 -1
- docs/README.md +10 -0
README.md
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@@ -36,6 +36,16 @@ The training as performed with the following:
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- Optimizer: Adam
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- Learning Rate: 2e-4
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### Input
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1 channel
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- Optimizer: Adam
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- Learning Rate: 2e-4
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### Memory Consumption
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- Dataset Manager: CacheDataset
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- Data Size: 30 samples
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- Cache Rate: 1.0
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- Single GPU - System RAM Usage: 5.8G
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### Memory Consumption Warning
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If you face memory issues with CacheDataset, you can either switch to a regular Dataset class or lower the caching rate `cache_rate` in the configurations within range $(0, 1)$ to minimize the System RAM requirements.
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### Input
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1 channel
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configs/metadata.json
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{
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"schema": "https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_20220324.json",
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"version": "0.4.
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"changelog": {
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"0.4.7": "deterministic retrain benchmark",
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"0.4.6": "fix mgpu finalize issue",
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"0.4.5": "enable deterministic training",
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{
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"schema": "https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_20220324.json",
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"version": "0.4.8",
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"changelog": {
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"0.4.8": "add RAM usage with CacheDataset",
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"0.4.7": "deterministic retrain benchmark",
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"0.4.6": "fix mgpu finalize issue",
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"0.4.5": "enable deterministic training",
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docs/README.md
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@@ -29,6 +29,16 @@ The training as performed with the following:
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- Optimizer: Adam
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- Learning Rate: 2e-4
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### Input
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1 channel
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- Optimizer: Adam
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- Learning Rate: 2e-4
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### Memory Consumption
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- Dataset Manager: CacheDataset
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- Data Size: 30 samples
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- Cache Rate: 1.0
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- Single GPU - System RAM Usage: 5.8G
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### Memory Consumption Warning
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If you face memory issues with CacheDataset, you can either switch to a regular Dataset class or lower the caching rate `cache_rate` in the configurations within range $(0, 1)$ to minimize the System RAM requirements.
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### Input
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1 channel
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