Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Adding ONNX support for ImageGPT #819

Merged
merged 8 commits into from
Mar 3, 2023
Merged

Adding ONNX support for ImageGPT #819

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
8 commits
Select commit Hold shift + click to select a range
0a5ef19
Commenced work on adding ONNX support for ImageGPT
adit299 Feb 24, 2023
d4dcf9f
Merge branch 'main' into Adding_ONNX_Support_for_ImageGPT_Model
adit299 Feb 24, 2023
d080fa0
Merge branch 'main' of https://github.com/adit299/optimum into Adding…
adit299 Mar 2, 2023
fe6b96f
updating model_configs.py
adit299 Mar 2, 2023
1b1e90b
initial file changes for imagegpt onnx integration
adit299 Mar 2, 2023
b820ec9
restoring model_configs.py
adit299 Mar 3, 2023
b8c8c43
Merge branch 'main' of https://github.com/adit299/optimum into Adding…
adit299 Mar 3, 2023
aab0282
addressing review comments
adit299 Mar 3, 2023
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 4 additions & 1 deletion optimum/exporters/onnx/model_configs.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -182,6 +182,10 @@ class CodeGenOnnxConfig(GPT2OnnxConfig):
pass


class ImageGPTOnnxConfig(GPT2OnnxConfig):
pass


class GPTNeoOnnxConfig(TextDecoderOnnxConfig):
DEFAULT_ONNX_OPSET = 13
NORMALIZED_CONFIG_CLASS = NormalizedTextConfig.with_args(num_attention_heads="num_heads")
Expand Down Expand Up @@ -1035,7 +1039,6 @@ def inputs(self) -> Dict[str, Dict[int, str]]:

if self.use_past_in_inputs:
self.add_past_key_values(common_inputs, direction="inputs")

if self._behavior is ConfigBehavior.DECODER:
common_inputs["encoder_outputs"] = {0: "batch_size", 1: "encoder_sequence_length"}

Expand Down
5 changes: 5 additions & 0 deletions optimum/exporters/tasks.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -435,6 +435,11 @@ class TasksManager:
"question-answering",
onnx="IBertOnnxConfig",
),
"imagegpt": supported_tasks_mapping(
"default",
"image-classification",
onnx="ImageGPTOnnxConfig",
),
"layoutlm": supported_tasks_mapping(
"default",
"masked-lm",
Expand Down
1 change: 1 addition & 0 deletions optimum/utils/normalized_config.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -202,6 +202,7 @@ class NormalizedConfigManager:
"gpt_neo": NormalizedTextConfig.with_args(num_attention_heads="num_heads"),
"gpt_neox": NormalizedTextConfig,
"gptj": GPT2LikeNormalizedTextConfig,
"imagegpt": GPT2LikeNormalizedTextConfig,
"longt5": T5LikeNormalizedTextConfig,
"marian": BartLikeNormalizedTextConfig,
"mbart": BartLikeNormalizedTextConfig,
Expand Down
2 changes: 2 additions & 0 deletions tests/exporters/exporters_utils.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -59,6 +59,7 @@
"gptj": "hf-internal-testing/tiny-random-GPTJModel",
"groupvit": "hf-internal-testing/tiny-random-groupvit",
"ibert": "hf-internal-testing/tiny-random-IBertModel",
"imagegpt": "hf-internal-testing/tiny-random-ImageGPTModel",
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Could you also add an entry below in PYTORCH_EXPORT_MODELS_LARGE for this model for instance?

Copy link
Contributor Author

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

fixed

"levit": "hf-internal-testing/tiny-random-LevitModel",
"layoutlm": "hf-internal-testing/tiny-random-LayoutLMModel",
"layoutlmv3": "hf-internal-testing/tiny-random-LayoutLMv3Model",
Expand Down Expand Up @@ -158,6 +159,7 @@
"gptj": "anton-l/gpt-j-tiny-random", # TODO
"groupvit": "nvidia/groupvit-gcc-yfcc",
"ibert": "kssteven/ibert-roberta-base",
"imagegpt": "openai/imagegpt-small",
"levit": "facebook/levit-128S",
"layoutlm": "microsoft/layoutlm-base-uncased",
"layoutlmv3": "microsoft/layoutlmv3-base",
Expand Down