Elliot Saba
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c59b820bed
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Add glorot (Xavier) initialization
Set default `Dense` and `RNN` inits to `glorot_uniform()` for `W`, `zeros` for `b`.
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2017-12-05 14:24:48 -08:00 |
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Mike J Innes
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dc1f08a709
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Merge pull request #98 from FluxML/log
GPU-ready log function
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2017-11-23 17:17:39 +00:00 |
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Mike J Innes
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351d3d4771
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std derivative
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2017-11-21 17:04:04 +01:00 |
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Mike J Innes
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b06884b912
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LayerNorm tweaks
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2017-11-21 16:32:36 +01:00 |
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skariel
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11d53781b2
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adding layer normalization
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2017-11-21 16:30:24 +01:00 |
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Mike J Innes
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e0657d93ec
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mv numeric.jl to nnlib
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2017-11-09 15:06:29 +00:00 |
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Mike J Innes
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2cb94981a0
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gpu-ready log
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2017-11-09 15:04:01 +00:00 |
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Mike J Innes
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e943a39ee7
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combine special cases
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2017-10-31 16:37:33 +00:00 |
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Mike J Innes
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cf6b930f63
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reorganise
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2017-10-26 11:46:12 +01:00 |
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CarloLucibello
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711ea09d99
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address comments
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2017-10-25 02:35:27 +02:00 |
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CarloLucibello
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536ab3861d
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setmode! -> testmode!
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2017-10-23 16:23:29 +02:00 |
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CarloLucibello
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86c7c9246e
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add == and < for tracked arrays
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2017-10-23 11:41:08 +02:00 |
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CarloLucibello
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2e1ed4c3fc
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add dropout
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2017-10-23 10:12:53 +02:00 |
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Mike J Innes
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2a66545ef8
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rnn state reset
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2017-10-19 17:21:08 +01:00 |
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Mike J Innes
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b817ce632c
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syntax highlighting
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2017-10-18 15:44:06 +01:00 |
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Mike J Innes
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fd249b773e
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rnn docs
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2017-10-18 15:30:05 +01:00 |
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Mike J Innes
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190f48a709
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nnlib docs
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2017-10-18 14:40:58 +01:00 |
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Mike J Innes
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0fbc8dff61
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typoe
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2017-10-18 12:48:58 +01:00 |
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Mike J Innes
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d6dd27dae5
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dense layer example
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2017-10-18 12:47:45 +01:00 |
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Mike J Innes
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23674b2555
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logitcrossentropy tweaks
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2017-10-17 17:58:32 +01:00 |
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pevnak
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4aa7741ba9
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logit cross entropy
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2017-10-17 17:57:46 +01:00 |
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Mike J Innes
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6dff8ca8d3
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rename crossentropy loss
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2017-10-17 17:36:18 +01:00 |
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Mike J Innes
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949fd9ba97
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loss function tweaks
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2017-10-17 17:30:11 +01:00 |
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Mike J Innes
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d3db051ca0
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flip
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2017-10-16 08:53:39 +01:00 |
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Dave Kleinschmidt
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2b95aff158
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actually use init argument in LSTMCell
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2017-10-03 19:26:42 +01:00 |
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Mike J Innes
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a60a754d68
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beginnings of gpu support
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2017-09-27 21:58:34 +01:00 |
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Mike J Innes
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4bafa2b374
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generic tree functions
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2017-09-27 21:11:21 +01:00 |
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Mike J Innes
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2ec8401d2c
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remove compiler
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2017-09-27 20:48:39 +01:00 |
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Mike J Innes
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f2052739c1
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tweaks
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2017-09-12 14:11:03 +01:00 |
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Mike J Innes
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a3fe89e348
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rnn tanh by default
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2017-09-12 13:12:25 +01:00 |
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Mike J Innes
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6728295355
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Merge pull request #63 from JobJob/rnncell-args
Enables passing an activation function to RNN/RNNCell
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2017-09-12 13:10:43 +01:00 |
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Mike J Innes
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28bbef81b9
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f
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2017-09-12 13:06:32 +01:00 |
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Mike J Innes
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972ecab9f9
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rm Over Seq
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2017-09-12 13:03:16 +01:00 |
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Joel Mason
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00439555d1
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Enables passing an activation function to RNN/RNNCell
Also, fixes it not using the `init` function provided
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2017-09-12 20:54:56 +10:00 |
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Mike J Innes
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b9652f1812
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typo, fixes #61
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2017-09-12 10:45:07 +01:00 |
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Mike J Innes
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5f24d61ba3
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important
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2017-09-11 14:10:12 +01:00 |
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Mike J Innes
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7041ab9960
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rm chainseq
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2017-09-11 14:02:43 +01:00 |
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Mike J Innes
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33a5d26e57
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chain utility note
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2017-09-09 20:02:48 -04:00 |
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Mike J Innes
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fedee95b14
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docs updates
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2017-09-09 19:58:32 -04:00 |
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Mike J Innes
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a36d6d2af3
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layer docs
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2017-09-08 17:52:41 -04:00 |
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Mike J Innes
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f55b8cd20e
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track -> param
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2017-09-07 15:13:04 -04:00 |
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Mike J Innes
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e837bb0745
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rnn stuff
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2017-09-07 00:27:04 -04:00 |
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Mike J Innes
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cca4d25a10
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efficient traversal
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2017-09-06 23:09:32 -04:00 |
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Mike J Innes
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4083c34547
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seq stuff
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2017-09-06 18:59:36 -04:00 |
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Mike J Innes
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1946c46e29
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basic seq functionality
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2017-09-06 14:03:25 -04:00 |
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Mike J Innes
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c95e9376a5
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constructors
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2017-09-05 19:25:34 -04:00 |
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Mike J Innes
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b023da1b7d
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lstm initialisation
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2017-09-05 02:42:32 -04:00 |
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Mike J Innes
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61de692b50
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lstm nonzero hidden state
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2017-09-05 02:37:48 -04:00 |
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Mike J Innes
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ec02f1fabd
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batching in rnns
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2017-09-05 02:29:31 -04:00 |
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Mike J Innes
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bd5822fd71
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cleaner lstm
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2017-09-03 02:24:47 -04:00 |
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