Chintan Shah
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9454fd91a2
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Ensured sparse mm for readability, logging sparsely as well
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2019-10-06 13:44:55 -04:00 |
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Chintan Shah
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2e1836df40
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Rough implementation complete - could forward pass it through the network
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2019-10-06 13:24:37 -04:00 |
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Chintan Shah
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b65df994e4
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Added dcrnn_cell
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2019-10-06 11:55:02 -04:00 |
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Chintan Shah
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e80c47390d
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Merge branch 'pytorch_implementation' into pytorch_scratch
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2019-10-06 11:49:49 -04:00 |
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Chintan Shah
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5a790d5586
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cuda no grad
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2019-10-04 23:30:10 -04:00 |
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Chintan Shah
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593e3db1bf
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Using model.cuda() if cuda is available
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2019-10-04 22:45:08 -04:00 |
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Chintan Shah
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8d3b1d0d66
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Implemented lr annealing schedule
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2019-10-04 21:18:05 -04:00 |
Chintan Shah
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ba880b8230
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Implementing load and save models and early stopping
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2019-10-04 17:25:03 -04:00 |
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Chintan Shah
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d9f41172dc
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Implemented eval and function
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2019-10-04 17:07:38 -04:00 |
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Chintan Shah
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20c6aa5862
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Fixed bugs with refactoring
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2019-10-04 16:05:52 -04:00 |
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Chintan Shah
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2b8d5e6b31
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Refactored code and moved everything into a DCRNN forward pass
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2019-10-04 13:02:50 -04:00 |
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Chintan Shah
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f41dc442b0
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Implemented gradient clipping and returning output from training one batch
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2019-10-03 19:35:54 -04:00 |
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Chintan Shah
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9834b12d5a
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Cleaned up code, fixed bugs in implementation, seems like it starts training with GRU
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2019-10-02 22:20:43 -04:00 |
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Chintan Shah
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f96a8c0d59
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Dirty commit - setup model but [GRUCell] not working, tried ParameterList, did not work
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2019-10-02 18:09:33 -04:00 |
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Chintan Shah
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c876cbfba3
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Setup training loop and logging
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2019-10-02 17:34:07 -04:00 |
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Chintan Shah
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86c4c5704d
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Implemented single batch forward pass
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2019-10-01 22:47:59 -04:00 |
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Chintan Shah
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69288460b1
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Simplified encoder decoder model and moved curriculum learning outside
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2019-10-01 10:07:34 -04:00 |
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Chintan Shah
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a1c9af2bad
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Setup curriculum learning framework
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2019-09-30 21:58:55 -04:00 |
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Chintan Shah
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bdce241a8f
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Implemented abstract method and changed scheme to do all layers first for each timestep
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2019-09-30 20:32:31 -04:00 |
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Chintan Shah
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0769a3b2e2
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Implemented seq2seq without DCGRU and curriculum learning
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2019-09-30 19:14:24 -04:00 |
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Chintan Shah
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7349f2ed67
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Figured out decoder shapes
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2019-09-30 16:04:03 -04:00 |
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Chintan Shah
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6386ac7eb4
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Implemented encoder using GRUCell instead so that it's easier to swap that with DCGRUCell
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2019-09-29 17:40:52 -04:00 |
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Chintan Shah
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66fb202d21
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Implemented Encoder with GRU - should swap GRU with DCGRU
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2019-09-29 12:51:49 -04:00 |
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Chintan Shah
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7a5e3c0216
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model partially implemented - does not work yet
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2019-09-29 11:13:08 -04:00 |
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Chintan Shah
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adbfa19146
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Implemented DCGRUCell in pytorch (untested)
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2019-09-08 19:28:20 -04:00 |
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Chintan Shah
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00c70b3a27
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Implemented fc layer and changed docker image to use pytorch
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2019-09-08 18:47:19 -04:00 |
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Chintan Shah
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7ba7fa320d
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Using pytorch image
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2019-09-07 17:53:46 -04:00 |