Comments (5)
Thank you for bringing up this issue. The problem was related to training on multi-GPUs and loading on a single-GPU. Have fixed it and made updates to the code and the released model.
from deposit.
Hi,
I uploaded the trained model in the release section.
Yes, post-processing can enhance any prediction model. In the paper, we demonstrated its effectiveness with some models. Applying it to other models should be straightforward.
from deposit.
Hi, I uploaded the trained model in the release section. Yes, post-processing can enhance any prediction model. In the paper, we demonstrated its effectiveness with some models. Applying it to other models should be straightforward.
I‘ve found it! However, it seems that the dict of those pertained models does not match the dict of your code. I got the error log as follows:
RuntimeError: Error(s) in loading state_dict for ModelMain:
Missing key(s) in state_dict: "embed_layer.weight", "diffmodel.diffusion_embedding.projection1.weight", "diffmodel.diffusion_embedding.projection1.bias", "diffmodel.diffusion_embedding.projection2.weight", "diffmodel.diffusion_embedding.projection2.bias", "diffmodel.input_projection.weight", "diffmodel.input_projection.bias", "diffmodel.output_projection1.weight", "diffmodel.output_projection1.bias", "diffmodel.output_projection2.weight", "diffmodel.output_projection2.bias", "diffmodel.residual_layers.0.diffusion_projection.weight", "diffmodel.residual_layers.0.diffusion_projection.bias", "diffmodel.residual_layers.0.cond_projection.weight", "diffmodel.residual_layers.0.cond_projection.bias", "diffmodel.residual_layers.0.mid_projection.weight", "diffmodel.residual_layers.0.mid_projection.bias", "diffmodel.residual_layers.0.output_projection.weight", "diffmodel.residual_layers.0.output_projection.bias", "diffmodel.residual_layers.0.time_layer.layers.0.self_attn.in_proj_weight", 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"module.diffmodel.residual_layers.11.time_layer.layers.0.linear2.weight", "module.diffmodel.residual_layers.11.time_layer.layers.0.linear2.bias", "module.diffmodel.residual_layers.11.time_layer.layers.0.norm1.weight", "module.diffmodel.residual_layers.11.time_layer.layers.0.norm1.bias", "module.diffmodel.residual_layers.11.time_layer.layers.0.norm2.weight", "module.diffmodel.residual_layers.11.time_layer.layers.0.norm2.bias", "module.diffmodel.residual_layers.11.feature_layer.layers.0.self_attn.in_proj_weight", "module.diffmodel.residual_layers.11.feature_layer.layers.0.self_attn.in_proj_bias", "module.diffmodel.residual_layers.11.feature_layer.layers.0.self_attn.out_proj.weight", "module.diffmodel.residual_layers.11.feature_layer.layers.0.self_attn.out_proj.bias", "module.diffmodel.residual_layers.11.feature_layer.layers.0.linear1.weight", "module.diffmodel.residual_layers.11.feature_layer.layers.0.linear1.bias", "module.diffmodel.residual_layers.11.feature_layer.layers.0.linear2.weight", "module.diffmodel.residual_layers.11.feature_layer.layers.0.linear2.bias", "module.diffmodel.residual_layers.11.feature_layer.layers.0.norm1.weight", "module.diffmodel.residual_layers.11.feature_layer.layers.0.norm1.bias", "module.diffmodel.residual_layers.11.feature_layer.layers.0.norm2.weight", "module.diffmodel.residual_layers.11.feature_layer.layers.0.norm2.bias".
from deposit.
And I wrote codes to make the keys aligned.
BTW, in File "main_tcd_h36m.py",
output = model_s.module.evaluate(s, nsample)
seems to be output = model_s.evaluate(s, nsample)
cuz 'ModelMain' object has no attribute 'module'
from deposit.
Learned a lot
from deposit.
Related Issues (8)
- Training Time HOT 1
- Regarding Inference Time required by the Model HOT 2
- The value of cosine noise scheduler HOT 3
- Dataset link broken HOT 1
- Regarding Usability as 3D Human Pose Keypoint Repair Pipeline HOT 2
- Separation of Pre-Procession Diffusion block from the model HOT 3
- Training on AMASS dataset HOT 2
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from deposit.