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If I implemented direct conv with ordinary multithreading, what gaps would I have with skimcaffe implementations?
NHZlX updated
7 years ago
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### 🚀 The feature, motivation and pitch
I'm working on tensors that most of the cells are 0's and some cells are 1's, say `100` 1's out of `50^3` 0's.
I tried to use [turn tensor into sparse tensor]…
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Your library is pretty cool, but looks like it was not updated for a long period of time.
At the same time, the version of libdnn in your Caffe fork seems to be more maintained and even got some ne…
romix updated
6 years ago
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Hello, I have encountered an issue during inference. With the same configuration, the prediction results from two inferences are inconsistent, with a small portion of the data having inconsistent la…
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Hey Yan,
I am trying to decrease the voxel size from `[0.05, 0.05, 0.1]` (your original setting) to `[0.025, 0.025, 0.0325 ]`, and the `max_number_of_points_per_voxel` is also decreased from `5` t…
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With #1481, we're adding a new `Transform` class to represent other types of transforms than full weight matrices. For now, this is just Convolution, but it could include e.g. general sparse weight ma…
hunse updated
5 years ago
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Hi,
I just had a few questions regarding using our own data and running inference using PENet pretrained weights.
1) How sparse can the depth map be?
Currently, my inference image is from the …
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One way to achieve convolution is a "map-reduce"-ish two step procedure on a Dataset / DataArray:
1. Add one cell "neighbors" dimension
a. get neighbor indices for each grid cell
- He…
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Excuse me, I modify your DRSformer_arch.py code and try to get better performance(add a convolution branch in TKSA).
I find that the psnr decrease during the training(ex. psnr :24,…
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Initially running the python train.py command the warning/error message that pops up is:
`2017-12-04 12:12:56,759 WARNING /root/repos/tensorflow/bazel-bin/tensorflow/core/user_ops/sparse_conv2d.so: c…