Daniel Povey
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d48fe0b99c
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Change max rms from 10.0 to 4.0
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2022-07-13 05:53:35 +08:00 |
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Daniel Povey
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cedfb5a377
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Make max eig ratio 10
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2022-07-12 13:59:58 +08:00 |
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Daniel Povey
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278358bb9f
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Remove debug code
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2022-07-12 08:39:14 +08:00 |
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Daniel Povey
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8c44ff26f7
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Fix bug in batching code for scalars
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2022-07-12 08:36:45 +08:00 |
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Daniel Povey
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25cb8308d5
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Add max_block_size=512 to PrAdam
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2022-07-12 08:35:14 +08:00 |
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Daniel Povey
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41df045773
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Simplify formula, getting rid of scalar_exp_avg_sq
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2022-07-11 17:14:12 -07:00 |
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Daniel Povey
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4f0e219523
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Bug fix to reproduce past results with max_block_size unset.
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2022-07-11 17:03:32 -07:00 |
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Daniel Povey
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075a2e27d8
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Replace max_fullcov_size with max_block_size
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2022-07-11 16:37:01 -07:00 |
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Daniel Povey
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3468c3aa5a
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Remove ActivationBalancer, unnecessary
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2022-07-11 14:12:24 -07:00 |
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Daniel Povey
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7993c84cd6
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Apparently working version, with changed test-code topology
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2022-07-11 13:17:29 -07:00 |
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Daniel Povey
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245d39b1bb
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Still debugging but close to done
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2022-07-11 00:33:37 -07:00 |
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Daniel Povey
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27da50a1f6
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Committing partial work..
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2022-07-10 15:46:32 -07:00 |
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Daniel Povey
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d25df4af5e
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Slight refactoring, preparing for batching.
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2022-07-09 22:24:36 -07:00 |
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Daniel Povey
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d9a6180ae0
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Bug fix
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2022-07-10 10:20:39 +08:00 |
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Daniel Povey
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b7035844a2
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Introduce scalar_max, stop eps getting large or small
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2022-07-10 10:13:55 +08:00 |
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Daniel Povey
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2f73434541
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Reduce debug frequency
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2022-07-10 06:44:50 +08:00 |
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Daniel Povey
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b3bb2dac6f
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Iterative, more principled way of estimating param_cov
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2022-07-10 06:28:01 +08:00 |
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Daniel Povey
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d139c18f22
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Max eig of Q limited to 5 times the mean
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2022-07-09 14:30:03 +08:00 |
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Daniel Povey
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ffeef4ede4
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Remove rank-1 dims, meaning where size==numel(), from processing.
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2022-07-09 13:36:48 +08:00 |
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Daniel Povey
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2fc9eb9789
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Respect param_pow
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2022-07-09 12:49:04 +08:00 |
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Daniel Povey
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209acaf6e4
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Increase lr_update_period to 200. The update takes about 2 minutes, fore entire model.
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2022-07-09 11:36:54 +08:00 |
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Daniel Povey
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61cab3ab65
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introduce grad_cov_period
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2022-07-09 10:29:23 +08:00 |
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Daniel Povey
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35a51bc153
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Reduce debug probs
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2022-07-09 10:22:19 +08:00 |
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Daniel Povey
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65bc964854
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Fix bug for scalar update
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2022-07-09 10:14:20 +08:00 |
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Daniel Povey
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aa2237a793
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Bug fix
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2022-07-09 10:11:54 +08:00 |
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Daniel Povey
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50ee414486
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Fix train.py for new optimizer
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2022-07-09 10:09:53 +08:00 |
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Daniel Povey
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6810849058
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Implement new version of learning method. Does more complete diagonalization of grads than the previous methods.
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2022-07-09 10:02:17 +08:00 |
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Daniel Povey
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a9edecd32c
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Conformed that symmetrizing helps because of interaction with regular update; still meta_lr_scale=0 best :-(
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2022-07-09 05:20:04 +08:00 |
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Daniel Povey
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52bfb2b018
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This works better for reasons I dont understand. transpose is enough, same as symmetrizing.
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2022-07-08 11:53:59 +08:00 |
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Daniel Povey
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e9ab1ddd39
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Inconseqeuential config change
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2022-07-08 11:03:16 +08:00 |
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Daniel Povey
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be6680e3ba
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Couple configuration changes, comment simplification
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2022-07-08 09:46:42 +08:00 |
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Daniel Povey
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75e872ea57
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Fix bug in getting denom in proj update
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2022-07-08 09:13:54 +08:00 |
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Daniel Povey
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914ac1e621
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Works better with meta_lr_scale=0, must be bug.
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2022-07-08 09:07:06 +08:00 |
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Daniel Povey
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923468b8af
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Deal with SVD failure better.
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2022-07-08 09:00:12 +08:00 |
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Daniel Povey
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97feb8a3ec
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Reduce meta_lr_scale, reduces loss @140 from 1.4 to 0.39
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2022-07-08 06:33:07 +08:00 |
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Daniel Povey
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b6199a71e9
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Introduce delta_scale to slow down changes on M; significantly better.
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2022-07-08 06:05:31 +08:00 |
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Daniel Povey
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ceb9815f2b
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Increase lr_est_period
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2022-07-08 05:51:18 +08:00 |
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Daniel Povey
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fb36712e6b
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Another bug fix, regarding Q being transposed.
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2022-07-08 05:22:24 +08:00 |
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Daniel Povey
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ad2e698fc3
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Cleanups
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2022-07-08 04:44:21 +08:00 |
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Daniel Povey
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04d2e10b4f
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Version that runs
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2022-07-08 04:37:46 +08:00 |
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Daniel Povey
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e6d00ee3e4
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More drafts of new method, not tested.
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2022-07-06 23:05:06 -07:00 |
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Daniel Povey
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26815d177f
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Draft of the new method..
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2022-07-06 22:59:36 -07:00 |
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Daniel Povey
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e9e2a85c95
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In the middle of reworking for new idea
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2022-07-06 13:35:19 -07:00 |
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Daniel Povey
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41368f6b63
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Change comment
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2022-07-05 17:11:45 -07:00 |
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Daniel Povey
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2692d5f903
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Closer to finished
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2022-06-30 23:54:26 -07:00 |
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Daniel Povey
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d64cb1cb48
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draft, not working, will edit locally
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2022-06-30 15:35:26 +08:00 |
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Daniel Povey
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0b811546f3
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Apply reverse_cutoff with param_pow, to make it not too strong.
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2022-06-26 11:07:08 +08:00 |
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Daniel Povey
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0aa5a334d6
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Fix regarding reverse_cutoff formula
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2022-06-25 18:24:05 +08:00 |
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Daniel Povey
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8a0277d493
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Increase param_reverse_cutoff from 4 to 16
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2022-06-25 18:02:00 +08:00 |
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Daniel Povey
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2ccc7ccbeb
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Make the application of param_reverse_cutoff conditional, not applied when rank is a problem
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2022-06-25 17:56:04 +08:00 |
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