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ngc-vs-pangeo

Created Diff never expires
19 removals
45 lines
19 additions
45 lines
Python Version: 3.8.13
Python Version: 3.9.12
PyTorch Version: 1.12.0a0+bd13bc6
PyTorch Version: 1.11.0
PyTorch CUDA Version: 11.6
PyTorch CUDA Version: 11.2
PyTorch cuDNN Version: 8400
PyTorch cuDNN Version: 8201
PyTorch Architecture List: ('sm_52', 'sm_60', 'sm_61', 'sm_70', 'sm_75', 'sm_80', 'sm_86', 'compute_86')
PyTorch Architecture List: ('sm_35', 'sm_50', 'sm_60', 'sm_61', 'sm_70', 'sm_75', 'sm_80', 'sm_86', 'compute_50')
GPU Device Name: NVIDIA RTX A5000 Laptop GPU
GPU Device Name: NVIDIA RTX A5000 Laptop GPU
GPU Compute Capability: 8.6
GPU Compute Capability: 8.6
NVIDIA Driver Version: 510.60.02
NVIDIA Driver Version: 510.60.02
Automatic Mixed Precision Enabled: False.
Automatic Mixed Precision Enabled: False.
TorchScript Enabled: False.
TorchScript Enabled: False.
Model: r3d_18.
Model: r3d_18.
Input shapes: ((1, 3, 64, 128, 128),).
Input shapes: ((1, 3, 64, 128, 128),).
Average time: 39.796 milliseconds.
Average time: 37.156 milliseconds.
Total time: 41 seconds.
Total time: 38 seconds.
Model: Transformer.
Model: Transformer.
Input shapes: ((1, 512, 512), (1, 512, 512)).
Input shapes: ((1, 512, 512), (1, 512, 512)).
Average time: 5.212 milliseconds.
Average time: 5.373 milliseconds.
Total time: 5 seconds.
Total time: 6 seconds.
Model: resnet50.
Model: resnet50.
Input shapes: ((2, 3, 512, 512),).
Input shapes: ((2, 3, 512, 512),).
Average time: 16.112 milliseconds.
Average time: 18.056 milliseconds.
Total time: 16 seconds.
Total time: 18 seconds.
Model: vgg19.
Model: vgg19.
Input shapes: ((1, 3, 512, 512),).
Input shapes: ((1, 3, 512, 512),).
Average time: 16.649 milliseconds.
Average time: 17.039 milliseconds.
Total time: 17 seconds.
Total time: 17 seconds.
Model: fcn_resnet50.
Model: fcn_resnet50.
Input shapes: ((1, 3, 512, 512),).
Input shapes: ((1, 3, 512, 512),).
Average time: 23.188 milliseconds.
Average time: 27.493 milliseconds.
Total time: 24 seconds.
Total time: 28 seconds.
Model: deeplabv3_resnet50.
Model: deeplabv3_resnet50.
Input shapes: ((1, 3, 512, 512),).
Input shapes: ((1, 3, 512, 512),).
Average time: 27.268 milliseconds.
Average time: 31.933 milliseconds.
Total time: 28 seconds.
Total time: 33 seconds.
Model: retinanet_resnet50_fpn.
Model: retinanet_resnet50_fpn.
Input shapes: ((1, 3, 512, 512),).
Input shapes: ((1, 3, 512, 512),).
Average time: 41.549 milliseconds.
Average time: 43.319 milliseconds.
Total time: 43 seconds.
Total time: 44 seconds.
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