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add ms ver and mode for inference and training performance eval
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chenyingshu committed Feb 6, 2025
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Expand Up @@ -159,10 +159,9 @@ LRM is the first Large Reconstruction Model that predicts the 3D model of an obj
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## Performace
Experiments are tested on 1 ascend 910* with mindSpore 2.4.1 pynative mode.


### Inference Performance
Experiments are tested on ascend 910* with mindspore 2.4.1 pynative mode.
- Input a single image, here reports speed of image-to-3D and image rendering.

| model name| cards| batch size | resolution | precision | flash attn| (image to 3D) s/step | (render) img/s| recipe| weight|
Expand All @@ -181,6 +180,7 @@ Experiments are tested on 1 ascend 910* with mindSpore 2.4.1 pynative mode.


### Training Performance
Experiments are tested on ascend 910* with mindspore 2.4.1 pynative mode.
- Train with objaverse data only:

|model name | cards | batch size | resolution | precision| recompute | s/step | batch/s|
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