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Swin2sr onnx #1492

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merged 5 commits into from
Nov 9, 2023
Merged

Swin2sr onnx #1492

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c73fb2f
Add ONNX export support for swin2SR models
baskrahmer Oct 27, 2023
8fb8a36
Add feature extraction task
baskrahmer Oct 27, 2023
9409153
Add testing model
baskrahmer Oct 27, 2023
e1c0b59
Add Swin2srOnnxConfig class
baskrahmer Nov 8, 2023
308b097
Update optimum/exporters/tasks.py
fxmarty Nov 9, 2023
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3 changes: 3 additions & 0 deletions optimum/exporters/onnx/base.py
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Expand Up @@ -152,6 +152,9 @@ class OnnxConfig(ExportConfig, ABC):
"image-classification": OrderedDict({"logits": {0: "batch_size"}}),
"image-segmentation": OrderedDict({"logits": {0: "batch_size", 1: "num_labels", 2: "height", 3: "width"}}),
"image-to-text": OrderedDict({"logits": {0: "batch_size", 1: "sequence_length"}}),
"image-to-image": OrderedDict(
{"reconstruction": {0: "batch_size", 1: "num_channels", 2: "height", 3: "width"}}
),
"mask-generation": OrderedDict({"logits": {0: "batch_size"}}),
"masked-im": OrderedDict(
{"reconstruction" if check_if_transformers_greater("4.29.0") else "logits": {0: "batch_size"}}
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4 changes: 4 additions & 0 deletions optimum/exporters/onnx/model_configs.py
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Expand Up @@ -770,6 +770,10 @@ class SwinOnnxConfig(ViTOnnxConfig):
pass


class Swin2srOnnxConfig(SwinOnnxConfig):
pass


class PoolFormerOnnxConfig(ViTOnnxConfig):
NORMALIZED_CONFIG_CLASS = NormalizedVisionConfig
ATOL_FOR_VALIDATION = 2e-3
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6 changes: 6 additions & 0 deletions optimum/exporters/tasks.py
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Expand Up @@ -168,6 +168,7 @@ class TasksManager:
"fill-mask": "AutoModelForMaskedLM",
"image-classification": "AutoModelForImageClassification",
"image-segmentation": ("AutoModelForImageSegmentation", "AutoModelForSemanticSegmentation"),
"image-to-image": "AutoModelForImageToImage",
"image-to-text": "AutoModelForVision2Seq",
"mask-generation": "AutoModel",
"masked-im": "AutoModelForMaskedImageModeling",
Expand Down Expand Up @@ -884,6 +885,11 @@ class TasksManager:
"masked-im",
onnx="SwinOnnxConfig",
),
"swin2sr": supported_tasks_mapping(
"feature-extraction",
"image-to-image",
onnx="Swin2srOnnxConfig",
),
"t5": supported_tasks_mapping(
"feature-extraction",
"feature-extraction-with-past",
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1 change: 1 addition & 0 deletions tests/exporters/exporters_utils.py
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Expand Up @@ -120,6 +120,7 @@
"splinter": "hf-internal-testing/tiny-random-SplinterModel",
"squeezebert": "hf-internal-testing/tiny-random-SqueezeBertModel",
"swin": "hf-internal-testing/tiny-random-SwinModel",
"swin2sr": "hf-internal-testing/tiny-random-Swin2SRModel",
"t5": "hf-internal-testing/tiny-random-t5",
"vit": "hf-internal-testing/tiny-random-vit",
"yolos": "hf-internal-testing/tiny-random-YolosModel",
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