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Add ONNX support for RegNet #833

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merged 6 commits into from
Mar 4, 2023
Merged

Add ONNX support for RegNet #833

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8697741
Add RegNetOnnxConfig step 1
asrimanth Feb 28, 2023
510845f
Add RegNetOnnxConfig step 2 - Alphabetical order
asrimanth Feb 28, 2023
7524c4e
Add RegNetOnnxConfig step 3 - change export URL to facebook/regnet-y-040
asrimanth Mar 2, 2023
448ed04
Add RegNetOnnxConfig step 4 - tiny to hf-internal-testing/tiny-random…
asrimanth Mar 3, 2023
219cd76
Merge branch 'main' into regnet_onnx
asrimanth Mar 3, 2023
92b8fac
Add RegNetOnnxConfig step 5 - Documentation changes
asrimanth Mar 3, 2023
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1 change: 1 addition & 0 deletions docs/source/exporters/onnx/overview.mdx
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Expand Up @@ -65,6 +65,7 @@ Supported architectures:
- Pegasus
- Perceiver
- PoolFormer
- RegNet
- ResNet
- Roberta
- Roformer
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5 changes: 5 additions & 0 deletions optimum/exporters/onnx/model_configs.py
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Expand Up @@ -526,6 +526,11 @@ class MobileViTOnnxConfig(ViTOnnxConfig):
pass


class RegNetOnnxConfig(ViTOnnxConfig):
# This config has the same inputs as ViTOnnxConfig
pass


class ResNetOnnxConfig(ViTOnnxConfig):
ATOL_FOR_VALIDATION = 1e-3

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5 changes: 5 additions & 0 deletions optimum/exporters/tasks.py
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Expand Up @@ -588,6 +588,11 @@ class TasksManager:
"image-classification",
onnx="PoolFormerOnnxConfig",
),
"regnet": supported_tasks_mapping(
"default",
"image-classification",
onnx="RegNetOnnxConfig",
),
"resnet": supported_tasks_mapping(
"default", "image-classification", onnx="ResNetOnnxConfig", tflite="ResNetTFLiteConfig"
),
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1 change: 1 addition & 0 deletions optimum/utils/normalized_config.py
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Expand Up @@ -211,6 +211,7 @@ class NormalizedConfigManager:
"nystromformer": NormalizedTextConfig,
"pegasus": BartLikeNormalizedTextConfig,
"poolformer": NormalizedVisionConfig,
"regnet": NormalizedVisionConfig,
"resnet": NormalizedVisionConfig,
"roberta": NormalizedTextConfig,
"speech_to_text": SpeechToTextLikeNormalizedTextConfig,
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2 changes: 2 additions & 0 deletions tests/exporters/exporters_utils.py
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Expand Up @@ -83,6 +83,7 @@
},
# "rembert": "google/rembert",
"poolformer": "hf-internal-testing/tiny-random-PoolFormerModel",
"regnet": "hf-internal-testing/tiny-random-RegNetModel",
"resnet": "hf-internal-testing/tiny-random-resnet",
"roberta": "hf-internal-testing/tiny-random-RobertaModel",
"roformer": "hf-internal-testing/tiny-random-RoFormerModel",
Expand Down Expand Up @@ -178,6 +179,7 @@
"perceiver": "hf-internal-testing/tiny-random-PerceiverModel", # Not using deepmind/language-perceiver because it takes too much time for testing.
# "rembert": "google/rembert",
"poolformer": "hf-internal-testing/tiny-random-PoolFormerModel",
"regnet": "facebook/regnet-y-040",
"resnet": "microsoft/resnet-50",
"roberta": "roberta-base",
"roformer": "junnyu/roformer_chinese_base",
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