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[CvT] Tensorflow implementation #18597

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Oct 11, 2022
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2 changes: 1 addition & 1 deletion docs/source/en/index.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -225,7 +225,7 @@ Flax), PyTorch, and/or TensorFlow.
| ConvBERT | ✅ | ✅ | ✅ | ✅ | ❌ |
| ConvNeXT | ❌ | ❌ | ✅ | ✅ | ❌ |
| CTRL | ✅ | ❌ | ✅ | ✅ | ❌ |
| CvT | ❌ | ❌ | ✅ | | ❌ |
| CvT | ❌ | ❌ | ✅ | | ❌ |
| Data2VecAudio | ❌ | ❌ | ✅ | ❌ | ❌ |
| Data2VecText | ❌ | ❌ | ✅ | ❌ | ❌ |
| Data2VecVision | ❌ | ❌ | ✅ | ✅ | ❌ |
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11 changes: 11 additions & 0 deletions docs/source/en/model_doc/cvt.mdx
Original file line number Diff line number Diff line change
Expand Up @@ -51,3 +51,14 @@ This model was contributed by [anugunj](https://huggingface.co/anugunj). The ori

[[autodoc]] CvtForImageClassification
- forward

## TFCvtModel

[[autodoc]] TFCvtModel
- call

## TFCvtForImageClassification

[[autodoc]] TFCvtForImageClassification
- call

14 changes: 14 additions & 0 deletions src/transformers/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -2357,6 +2357,14 @@
"TFCTRLPreTrainedModel",
]
)
_import_structure["models.cvt"].extend(
[
"TF_CVT_PRETRAINED_MODEL_ARCHIVE_LIST",
"TFCvtForImageClassification",
"TFCvtModel",
"TFCvtPreTrainedModel",
]
)
_import_structure["models.data2vec"].extend(
[
"TFData2VecVisionForImageClassification",
Expand Down Expand Up @@ -5022,6 +5030,12 @@
TFCTRLModel,
TFCTRLPreTrainedModel,
)
from .models.cvt import (
TF_CVT_PRETRAINED_MODEL_ARCHIVE_LIST,
TFCvtForImageClassification,
TFCvtModel,
TFCvtPreTrainedModel,
)
from .models.data2vec import (
TFData2VecVisionForImageClassification,
TFData2VecVisionForSemanticSegmentation,
Expand Down
2 changes: 2 additions & 0 deletions src/transformers/models/auto/modeling_tf_auto.py
Original file line number Diff line number Diff line change
Expand Up @@ -39,6 +39,7 @@
("convbert", "TFConvBertModel"),
("convnext", "TFConvNextModel"),
("ctrl", "TFCTRLModel"),
("cvt", "TFCvtModel"),
("data2vec-vision", "TFData2VecVisionModel"),
("deberta", "TFDebertaModel"),
("deberta-v2", "TFDebertaV2Model"),
Expand Down Expand Up @@ -184,6 +185,7 @@
[
# Model for Image-classsification
("convnext", "TFConvNextForImageClassification"),
("cvt", "TFCvtForImageClassification"),
("data2vec-vision", "TFData2VecVisionForImageClassification"),
("deit", ("TFDeiTForImageClassification", "TFDeiTForImageClassificationWithTeacher")),
("mobilevit", "TFMobileViTForImageClassification"),
Expand Down
28 changes: 27 additions & 1 deletion src/transformers/models/cvt/__init__.py
Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@
# limitations under the License.
from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available
from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available


_import_structure = {"configuration_cvt": ["CVT_PRETRAINED_CONFIG_ARCHIVE_MAP", "CvtConfig"]}
Expand All @@ -36,6 +36,18 @@
"CvtPreTrainedModel",
]

try:
if not is_tf_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
pass
else:
_import_structure["modeling_tf_cvt"] = [
"TF_CVT_PRETRAINED_MODEL_ARCHIVE_LIST",
"TFCvtForImageClassification",
"TFCvtModel",
"TFCvtPreTrainedModel",
]

if TYPE_CHECKING:
from .configuration_cvt import CVT_PRETRAINED_CONFIG_ARCHIVE_MAP, CvtConfig
Expand All @@ -53,6 +65,20 @@
CvtPreTrainedModel,
)

try:
if not is_tf_available():
raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
pass
else:
from .modeling_tf_cvt import (
TF_CVT_PRETRAINED_MODEL_ARCHIVE_LIST,
TFCvtForImageClassification,
TFCvtModel,
TFCvtPreTrainedModel,
)


else:
import sys

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