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Shark FE : Support bfloat16/int8 opt/laama2-7b Fx and ONNX model #364

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kumardeepakamd opened this issue Jan 23, 2024 · 0 comments
Open

Shark FE : Support bfloat16/int8 opt/laama2-7b Fx and ONNX model #364

kumardeepakamd opened this issue Jan 23, 2024 · 0 comments
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kumardeepakamd commented Jan 23, 2024 •
edited

ONNX to LinAlg Lowering

PyTorch Issues:
[#2832] Unable to export int8/4 ONNX model for OPT/LLAMA2 PyTorch 119621

Issues with lowering to LinAlg:
[#2838] bfloat16 MLP model IREE issue (@PhaneeshB )

Mismatch
[#430] int8 Resnet50 mismatch (@rsuderman ) -- Rob investigated it and found that actual classification is fine
#431 bfloat16 conv2d/resnet50 mismatch (@PhaneeshB )

PyTorch to LinAlg Lowering

Fx Importer
[#2843] Fx Importer does not support bfloat16 (@dan-garvey )
@kumardeepakamd kumardeepakamd self-assigned this Jan 23, 2024
@kumardeepakamd kumardeepakamd changed the title VAI-ML-FE : Support opt-1.3B, laama2-7b, ResNet50 ONNX and PyTorch Models VAI-ML-FE : Support opt-1.3B, laama2-7b, ResNet50 ONNX to LinAlg lowering Jan 31, 2024
@kumardeepakamd kumardeepakamd changed the title VAI-ML-FE : Support opt-1.3B, laama2-7b, ResNet50 ONNX to LinAlg lowering VAI-ML-FE : Support opt-1.3B, laama2-7b, ResNet50 ONNX or PyTorch to LinAlg lowering Jan 31, 2024
@kumardeepakamd kumardeepakamd changed the title VAI-ML-FE : Support opt-1.3B, laama2-7b, ResNet50 ONNX or PyTorch to LinAlg lowering VAI-ML-FE : Support bfloat16/int8 opt/laama2-7b Fx and ONNX model in FE and IREE Feb 9, 2024
@renxida renxida mentioned this issue Feb 9, 2024
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@kumardeepakamd kumardeepakamd changed the title VAI-ML-FE : Support bfloat16/int8 opt/laama2-7b Fx and ONNX model in FE and IREE Shark FE : Support bfloat16/int8 opt/laama2-7b Fx and ONNX model in FE and IREE Feb 12, 2024
@kumardeepakamd kumardeepakamd changed the title Shark FE : Support bfloat16/int8 opt/laama2-7b Fx and ONNX model in FE and IREE Shark FE : Support bfloat16/int8 opt/laama2-7b Fx and ONNX model Feb 12, 2024
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