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  1. SystemDS
  2. SYSTEMDS-1479

Make Caffe2DML feature-complete

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Details

    • Task
    • Status: Open
    • Major
    • Resolution: Unresolved
    • None
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    Description

      This task will list all the remaining subtask to get Caffe2DML in production ready state

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          is related to

          Improvement - An improvement or enhancement to an existing feature or task. SYSTEMDS-1911 Pull out the Caffe2DML into a generalized Framework2DML so Keras2DML and Caffe2DML are 2 separate entities.

          • Major - Major loss of function.
          • Open
          relates to

          Epic - Created by Jira Software - do not edit or delete. Issue type for a big user story that needs to be broken down. SYSTEMDS-618 Deep Learning DML Library

          • Major - Major loss of function.
          • In Progress
          1.
          		 Extend Caffe2DMLModel to support TEST phase while prediction Sub-task Open Niketan Pansare
          2.
          		 Add Python helper function to convert LMDB to binaryblocks Sub-task Open Unassigned
          3.
          		 Add Crop layer in nn library and Caffe2DML Sub-task Open Unassigned
          4.
          		 Add Deconvolution layer in nn library and Caffe2DML Sub-task Resolved Prithviraj Sen
          5.
          		 Add RNN layer in Caffe2DML Sub-task Open Unassigned
          6.
          		 Add LSTM layer in Caffe2DML Sub-task Open Unassigned
          7.
          		 Add Embed layer in nn library and Caffe2DML Sub-task Open Unassigned
          8.
          		 Add Local Response Normalization layer in nn library and Caffe2DML Sub-task Open Unassigned
          9.
          		 Add Mean-Variance Normalization layer in nn library and Caffe2DML Sub-task Open Unassigned
          10.
          		 Add Bias layer in nn library and Caffe2DML Sub-task Open Unassigned
          11.
          		 Add Scale layer to nn library and Caffe2DML Sub-task Open Unassigned
          12.
          		 Add different ReLU variants in nn library and Caffe2DML Sub-task Open Unassigned
          13.
          		 Add Sigmoid layer in nn library and Caffe2DML Sub-task Open Unassigned
          14.
          		 Add Tanh layer in nn library and Caffe2DML Sub-task Resolved Niketan Pansare
          15.
          		 Add Power layer to nn library and Caffe2DML Sub-task Open Unassigned
          16.
          		 Add Exp layer in nn library and Caffe2DML Sub-task Open Unassigned
          17.
          		 Add log layer in nn library and Caffe2DML Sub-task Open Unassigned
          18.
          		 Add BNLL layer in nn library and Caffe2DML Sub-task Open Unassigned
          19.
          		 Add Threshold layer in nn library and Caffe2DML Sub-task Open Unassigned
          20.
          		 Add Utility layers in Caffe2DML Sub-task Open Unassigned
          21.
          		 Add missing loss layers to Caffe2DML Sub-task Open Niketan Pansare
          22.
          		 Add support in Caffe2DML to display histogram in tensorboard Sub-task Open Unassigned
          23.
          		 Add support in Caffe2DML to display Network/Hop DAG in tensorboard Sub-task Open Unassigned
          24.
          		 Add parameter server support in Caffe2DML Sub-task Open Unassigned
          25.
          		 Add perturbed gradient descent feature in Caffe2DML to escape saddle points Sub-task Open Unassigned
          26.
          		 Add support in Caffe2DML to display filters in tensorboard Sub-task Open Unassigned
          27.
          		 Implement converter in Python to convert caffemodel in SystemML format Sub-task Open Arvind Surve
          28.
          		 Extend nn layers to support different initialization type Sub-task Open Unassigned

          Activity

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              niketanpansare Niketan Pansare
              niketanpansare Niketan Pansare
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              Dates

                Created:
                Updated: