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nnUNet Tensorflow2 checkpoint (3D)
Model
NVIDIA Deep Learning Examples
NVIDIA Deep Learning Examples
nnUNet Tensorflow2 checkpoint (3D)

nnUNet3d Tensorflow2 checkpoint trained on fold 2

3 Versions
22.11.0_ampSelected
12/05/2022 4:37 PM UTC357.05 MBAccuracy: 0336 EpochsBatch Size: 2GPU: A100
architecture
KeyValue
taskTask01_BrainTumour
type3D
performance
KeyValue
dice0.7535
training_loss0.3388
training
KeyValue
batch_size2
training_precisionAMP
datasetMSD Task01_BrainTumour
epochs336
22.04.0_fp32
09/22/2022 5:25 PM UTC357.05 MBAccuracy: 0336 EpochsBatch Size: 2GPU: A100
architecture
KeyValue
taskTask01_BrainTumour
type3D
performance
KeyValue
dice0.7488
training_loss0.3426
training
KeyValue
batch_size2
training_precisionFP32
datasetMSD Task01_BrainTumour
epochs336
22.04.0_amp
09/22/2022 5:24 PM UTC357.05 MBAccuracy: 0336 EpochsBatch Size: 2GPU: A100
architecture
KeyValue
taskTask01_BrainTumour
type3D
performance
KeyValue
dice0.7525
training_loss0.3393
training
KeyValue
batch_size2
training_precisionAMP
datasetMSD Task01_BrainTumour
epochs336