Pre-trained FasterViT based NVImageNet Classification weights

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Model

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Pre-trained FasterViT based NVImageNet Classification weights

Pre-trained FasterViT weights trained on NVImageNet to facilitate transfer learning using TAO Toolkit.

6 Versions

12/06/2023 10:38 PM UTC204.34 MBBatch Size: 1GPU: V100

TAO Toolkit API

Key	Value
sha256_digest	{'deployable-fastervit-1-nvimagenet_op17.onnx': '34497417821ddf590ea33c0aeae7400c26a269a38c2bb062c49195b226de1074'}
is_backbone	true
endpoints	['classification_pyt']
format_version	0.0.1
model_format	onnx
tao_version	['>=5.2.0']
trainable	false

12/06/2023 10:35 PM UTC290.39 MBBatch Size: 1GPU: V100

TAO Toolkit API

Key	Value
sha256_digest	{'deployable-fastervit-2-nvimagenet_op17.onnx': '68801aeec058c116c05aa0295d3eed94237c8ee4bcd3ef6351efec7226933dfe'}
is_backbone	true
endpoints	['classification_pyt']
format_version	0.0.1
model_format	onnx
tao_version	['>=5.2.0']
trainable	false

12/06/2023 10:32 PM UTC1.36 GBBatch Size: 1GPU: V100

TAO Toolkit API

Key	Value
sha256_digest	{'deployable-fastervit-4-nvimagenet_op17.onnx': 'd0d5a60834044e6a5467944d9908ea8f6b2de83d456bba27e0b7ba814d00cd5c'}
is_backbone	true
endpoints	['classification_pyt']
format_version	0.0.1
model_format	onnx
tao_version	['>=5.2.0']
trainable	false

12/06/2023 10:30 PM UTC206.76 MBBatch Size: 1GPU: V100

TAO Toolkit API

Key	Value
sha256_digest	{'fastervit-1-nvimagenet.pth': '976ab3333a64ef9a0b2389ce09d8f6b823ddbc2ccd0266b44edc3057cb3f4c85'}
is_backbone	true
endpoints	['classification_pyt']
format_version	0.0.1
model_format	pth
tao_version	['>=5.2.0']
trainable	true

12/06/2023 10:29 PM UTC293.07 MBBatch Size: 1GPU: V100

TAO Toolkit API

Key	Value
sha256_digest	{'fastervit-2-nvimagenet.pth': '6cc139466c78cea4c2b1c31a6512cfadf60a07c86eea07fd51e3b3bb0221b77a'}
is_backbone	true
endpoints	['classification_pyt']
format_version	0.0.1
model_format	pth
tao_version	['>=5.2.0']
trainable	true

12/06/2023 10:27 PM UTC1.37 GBBatch Size: 1GPU: V100

TAO Toolkit API

Key	Value
sha256_digest	{'fastervit-4-nvimagenet.pth': 'c3152f3b06aace61cc49ae54487d76db0fda24525583f37cbf8db12d2c00c585'}
is_backbone	true
endpoints	['classification_pyt']
format_version	0.0.1
model_format	pth
tao_version	['>=5.2.0']
trainable	true