diff options
author | txh18 <cloudygooseg@gmail.com> | 2015-11-13 00:49:43 +0800 |
---|---|---|
committer | txh18 <cloudygooseg@gmail.com> | 2015-11-13 00:49:43 +0800 |
commit | d5111ef959c2871bfd8977889cf632acce2660d5 (patch) | |
tree | 1fa58bfbaf428fc69c36f68617fa4ab02007bbeb /nerv | |
parent | 79f5b886dc10c41e5a4b0f26b83c51ca6540ba43 (diff) |
change ppl_net to ppl_all
Diffstat (limited to 'nerv')
-rw-r--r-- | nerv/examples/lmptb/m-tests/LOG-tnn-h300 | 4421 | ||||
-rw-r--r-- | nerv/examples/lmptb/tnn_ptb_main.lua | 8 |
2 files changed, 2329 insertions, 2100 deletions
diff --git a/nerv/examples/lmptb/m-tests/LOG-tnn-h300 b/nerv/examples/lmptb/m-tests/LOG-tnn-h300 index 4fcffed..ca4ff77 100644 --- a/nerv/examples/lmptb/m-tests/LOG-tnn-h300 +++ b/nerv/examples/lmptb/m-tests/LOG-tnn-h300 @@ -1,4 +1,26 @@ Greetings +[SCHEDULER]: printing global_conf +test_fn /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds +train_fn /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.train.txt.adds +sche_log_pre [SCHEDULER]: +train_fn_shuf_bak /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf_bak +mmat_type table: 0x40f7afc8 +wcost 1e-06 +train_fn_shuf /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf +log_w_num 40000 +param_fn /home/slhome/txh18/workspace/nerv/play/dagL_test/params +batch_size 10 +hidden_size 300 +timer nerv.Timer +work_dir /home/slhome/txh18/workspace/nerv/play/dagL_test +nn_act_default 0 +max_iter 30 +valid_fn /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds +lrate 1 +momentum 0 +param_random function: 0x41ba6b68 +chunk_size 15 +cumat_type table: 0x40f7e4e0 [SCHEDULER]: creating work_dir... [LOG]LMVocab: Vocab building on file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.train.txt.adds... [LOG]LMVocab: Building finished, vocab size now is 10000. @@ -40,12 +62,12 @@ metadata: return {type="nerv.BiasParam",id="bp_o"} reading chunk 5 from 70163127 [SCHEDULER]: preparing parameters end. [SCHEDULER]: preparing layers... -(23:21:04 2015-11-11)[nerv] info: create layer: recurrentL1 -(23:21:04 2015-11-11)[nerv] info: create layer: sigmoidL1 -(23:21:04 2015-11-11)[nerv] info: create layer: combinerL1 -(23:21:04 2015-11-11)[nerv] info: create layer: outputL -(23:21:04 2015-11-11)[nerv] info: create layer: softmaxL -(23:21:04 2015-11-11)[nerv] info: create layer: selectL1 +(21:26:39 2015-11-12)[nerv] info: create layer: recurrentL1 +(21:26:39 2015-11-12)[nerv] info: create layer: sigmoidL1 +(21:26:39 2015-11-12)[nerv] info: create layer: combinerL1 +(21:26:39 2015-11-12)[nerv] info: create layer: outputL +(21:26:39 2015-11-12)[nerv] info: create layer: softmaxL +(21:26:39 2015-11-12)[nerv] info: create layer: selectL1 [SCHEDULER]: preparing layers end. [SCHEDULER]: Generate and initing TNN ... <input> selectL1 0 @@ -72,11 +94,9 @@ TNN initing storage outputL -> softmaxL [SCHEDULER]: Initing TNN end. [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds... batch_size: 10 chunk_size 15 -[SCHEDULER]: 40095 words processed Wed Nov 11 23:21:10 2015. +[SCHEDULER]: 40095 words processed Thu Nov 12 21:26:45 2015. [SCHEDULER]: log prob per sample :-4.052709. [LOG]LMSeqReader: file expires, closing. -gconf.fz 0 -gconf.fz2 3370 [SCHEDULER]: Displaying result: [SCHEDULER]: LMResult status of rnn: <SEN_CN 3370> <W_CN 70390> <PPL_NET 11363.085973621> <PPL_OOV 11232.52378889> <LOGP -298763.20911767> [SCHEDULER]: Doing on /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds end. @@ -100,12 +120,12 @@ metadata: return {type="nerv.BiasParam",id="bp_o"} reading chunk 5 from 70163127 [SCHEDULER]: preparing parameters end. [SCHEDULER]: preparing layers... -(23:21:20 2015-11-11)[nerv] info: create layer: recurrentL1 -(23:21:20 2015-11-11)[nerv] info: create layer: sigmoidL1 -(23:21:20 2015-11-11)[nerv] info: create layer: combinerL1 -(23:21:20 2015-11-11)[nerv] info: create layer: outputL -(23:21:20 2015-11-11)[nerv] info: create layer: softmaxL -(23:21:20 2015-11-11)[nerv] info: create layer: selectL1 +(21:26:55 2015-11-12)[nerv] info: create layer: recurrentL1 +(21:26:55 2015-11-12)[nerv] info: create layer: sigmoidL1 +(21:26:55 2015-11-12)[nerv] info: create layer: combinerL1 +(21:26:55 2015-11-12)[nerv] info: create layer: outputL +(21:26:55 2015-11-12)[nerv] info: create layer: softmaxL +(21:26:55 2015-11-12)[nerv] info: create layer: selectL1 [SCHEDULER]: preparing layers end. [SCHEDULER]: Generate and initing TNN ... <input> selectL1 0 @@ -133,66 +153,72 @@ TNN initing storage outputL -> softmaxL ===ITERATION 1 LR 1.000000=== [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf... batch_size: 10 chunk_size 15 -[SCHEDULER ITER1 LR1]: 40099 words processed Wed Nov 11 23:21:34 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-3.248245. -[SCHEDULER ITER1 LR1]: 80063 words processed Wed Nov 11 23:21:49 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-3.066372. -[SCHEDULER ITER1 LR1]: 120068 words processed Wed Nov 11 23:22:04 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.998897. -[SCHEDULER ITER1 LR1]: 160017 words processed Wed Nov 11 23:22:19 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.933869. -[SCHEDULER ITER1 LR1]: 200138 words processed Wed Nov 11 23:22:34 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.895356. -[SCHEDULER ITER1 LR1]: 240007 words processed Wed Nov 11 23:22:49 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.860453. -[SCHEDULER ITER1 LR1]: 280135 words processed Wed Nov 11 23:23:04 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.830565. -[SCHEDULER ITER1 LR1]: 320080 words processed Wed Nov 11 23:23:19 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.806896. -[SCHEDULER ITER1 LR1]: 360059 words processed Wed Nov 11 23:23:34 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.781789. -[SCHEDULER ITER1 LR1]: 400021 words processed Wed Nov 11 23:23:49 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.765120. -[SCHEDULER ITER1 LR1]: 440102 words processed Wed Nov 11 23:24:04 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.746893. -[SCHEDULER ITER1 LR1]: 480051 words processed Wed Nov 11 23:24:19 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.729376. -[SCHEDULER ITER1 LR1]: 520093 words processed Wed Nov 11 23:24:34 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.714592. -[SCHEDULER ITER1 LR1]: 560039 words processed Wed Nov 11 23:24:49 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.697929. -[SCHEDULER ITER1 LR1]: 600112 words processed Wed Nov 11 23:25:04 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.688283. -[SCHEDULER ITER1 LR1]: 640076 words processed Wed Nov 11 23:25:19 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.677096. -[SCHEDULER ITER1 LR1]: 680026 words processed Wed Nov 11 23:25:34 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.668041. -[SCHEDULER ITER1 LR1]: 720133 words processed Wed Nov 11 23:25:49 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.659308. -[SCHEDULER ITER1 LR1]: 760048 words processed Wed Nov 11 23:26:04 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.648075. -[SCHEDULER ITER1 LR1]: 800117 words processed Wed Nov 11 23:26:19 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.640555. -[SCHEDULER ITER1 LR1]: 840116 words processed Wed Nov 11 23:26:34 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.630580. -[SCHEDULER ITER1 LR1]: 880037 words processed Wed Nov 11 23:26:49 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.623065. -[LOG]LMSeqReader: file expires, closing. -gconf.fz 42068 -gconf.fz2 42068 +[SCHEDULER ITER1 LR1]: 40099 words processed Thu Nov 12 21:27:11 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-3.292692. +[SCHEDULER ITER1 LR1]: 80063 words processed Thu Nov 12 21:27:27 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-3.070144. +[SCHEDULER ITER1 LR1]: 120068 words processed Thu Nov 12 21:27:43 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.984966. +[SCHEDULER ITER1 LR1]: 160017 words processed Thu Nov 12 21:27:59 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.924306. +[SCHEDULER ITER1 LR1]: 200138 words processed Thu Nov 12 21:28:15 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.895537. +[SCHEDULER ITER1 LR1]: 240007 words processed Thu Nov 12 21:28:31 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.866355. +[SCHEDULER ITER1 LR1]: 280135 words processed Thu Nov 12 21:28:47 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.841706. +[SCHEDULER ITER1 LR1]: 320080 words processed Thu Nov 12 21:29:03 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.820864. +[SCHEDULER ITER1 LR1]: 360059 words processed Thu Nov 12 21:29:19 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.798327. +[SCHEDULER ITER1 LR1]: 400021 words processed Thu Nov 12 21:29:36 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.784042. +[SCHEDULER ITER1 LR1]: 440102 words processed Thu Nov 12 21:29:53 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.767230. +[SCHEDULER ITER1 LR1]: 480051 words processed Thu Nov 12 21:30:09 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.750979. +[SCHEDULER ITER1 LR1]: 520093 words processed Thu Nov 12 21:30:25 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.737316. +[SCHEDULER ITER1 LR1]: 560039 words processed Thu Nov 12 21:30:41 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.721875. +[SCHEDULER ITER1 LR1]: 600112 words processed Thu Nov 12 21:30:57 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.712290. +[SCHEDULER ITER1 LR1]: 640076 words processed Thu Nov 12 21:31:13 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.701624. +[SCHEDULER ITER1 LR1]: 680026 words processed Thu Nov 12 21:31:29 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.692884. +[SCHEDULER ITER1 LR1]: 720133 words processed Thu Nov 12 21:31:45 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.684241. +[SCHEDULER ITER1 LR1]: 760048 words processed Thu Nov 12 21:32:01 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.673189. +[SCHEDULER ITER1 LR1]: 800117 words processed Thu Nov 12 21:32:17 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.665760. +[SCHEDULER ITER1 LR1]: 840116 words processed Thu Nov 12 21:32:33 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.656155. +[SCHEDULER ITER1 LR1]: 880037 words processed Thu Nov 12 21:32:49 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.648768. +[LOG]LMSeqReader: file expires, closing. [SCHEDULER ITER1 LR1]: Displaying result: -[SCHEDULER ITER1 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 479.30006237909> <PPL_OOV 418.29117140708> <LOGP -2436897.7616863> +[SCHEDULER ITER1 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 509.58764573002> <PPL_OOV 443.82735664069> <LOGP -2460821.0780481> [SCHEDULER ITER1 LR1]: Doing on /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf end. +[SCHEDULER ITER1 LR1]: shuffling training file +===PEEK ON TEST 1=== +[LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds... +batch_size: 10 chunk_size 15 +[SCHEDULER ITER1 LR1]: 40087 words processed Thu Nov 12 21:33:02 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.504355. +[LOG]LMSeqReader: file expires, closing. +[SCHEDULER ITER1 LR1]: Displaying result: +[SCHEDULER ITER1 LR1]: LMResult status of rnn: <SEN_CN 3761> <W_CN 78669> <PPL_NET 372.42183463097> <PPL_OOV 324.08404397993> <LOGP -206953.5100413> +[SCHEDULER ITER1 LR1]: Doing on /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds end. ===VALIDATION 1=== [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds... batch_size: 10 chunk_size 15 -[SCHEDULER ITER1 LR1]: 40095 words processed Wed Nov 11 23:27:01 2015. - [SCHEDULER ITER1 LR1]: log prob per sample :-2.523185. +[SCHEDULER ITER1 LR1]: 40095 words processed Thu Nov 12 21:33:14 2015. + [SCHEDULER ITER1 LR1]: log prob per sample :-2.550268. [LOG]LMSeqReader: file expires, closing. -gconf.fz 0 -gconf.fz2 3370 [SCHEDULER ITER1 LR1]: Displaying result: -[SCHEDULER ITER1 LR1]: LMResult status of rnn: <SEN_CN 3370> <W_CN 70390> <PPL_NET 348.88659837747> <PPL_OOV 313.72060811114> <LOGP -184145.01523291> +[SCHEDULER ITER1 LR1]: LMResult status of rnn: <SEN_CN 3370> <W_CN 70390> <PPL_NET 374.67370339982> <PPL_OOV 335.03359692605> <LOGP -186250.51743037> [SCHEDULER ITER1 LR1]: Doing on /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds end. [SCHEDULER ITER1 LR1]: saving net to file /home/slhome/txh18/workspace/nerv/play/dagL_test/params... @@ -200,27 +226,27 @@ gconf.fz2 3370 reading chunk 0 from 0 metadata: return {type="nerv.LinearTransParam",id="ltp_hh"} -reading chunk 1 from 1076965 +reading chunk 1 from 1075976 metadata: return {type="nerv.BiasParam",id="bp_h"} -reading chunk 2 from 1080621 +reading chunk 2 from 1079632 metadata: return {type="nerv.LinearTransParam",id="ltp_ho"} -reading chunk 3 from 35617574 +reading chunk 3 from 35607920 metadata: return {type="nerv.BiasParam",id="bp_o"} -reading chunk 4 from 35733895 +reading chunk 4 from 35724250 metadata: return {type="nerv.LinearTransParam",id="ltp_ih"} -reading chunk 5 from 70251684 +reading chunk 5 from 70241455 [SCHEDULER ITER1 LR1]: preparing parameters end. [SCHEDULER ITER1 LR1]: preparing layers... -(23:27:11 2015-11-11)[nerv] info: create layer: recurrentL1 -(23:27:11 2015-11-11)[nerv] info: create layer: sigmoidL1 -(23:27:11 2015-11-11)[nerv] info: create layer: combinerL1 -(23:27:11 2015-11-11)[nerv] info: create layer: outputL -(23:27:11 2015-11-11)[nerv] info: create layer: softmaxL -(23:27:11 2015-11-11)[nerv] info: create layer: selectL1 +(21:33:24 2015-11-12)[nerv] info: create layer: recurrentL1 +(21:33:24 2015-11-12)[nerv] info: create layer: sigmoidL1 +(21:33:24 2015-11-12)[nerv] info: create layer: combinerL1 +(21:33:24 2015-11-12)[nerv] info: create layer: outputL +(21:33:24 2015-11-12)[nerv] info: create layer: softmaxL +(21:33:24 2015-11-12)[nerv] info: create layer: selectL1 [SCHEDULER ITER1 LR1]: preparing layers end. [SCHEDULER ITER1 LR1]: Generate and initing TNN ... <input> selectL1 0 @@ -248,66 +274,72 @@ TNN initing storage outputL -> softmaxL ===ITERATION 2 LR 1.000000=== [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf... batch_size: 10 chunk_size 15 -[SCHEDULER ITER2 LR1]: 40092 words processed Wed Nov 11 23:27:25 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.599442. -[SCHEDULER ITER2 LR1]: 80099 words processed Wed Nov 11 23:27:40 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.548803. -[SCHEDULER ITER2 LR1]: 120004 words processed Wed Nov 11 23:27:55 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.523943. -[SCHEDULER ITER2 LR1]: 160114 words processed Wed Nov 11 23:28:10 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.512345. -[SCHEDULER ITER2 LR1]: 200066 words processed Wed Nov 11 23:28:25 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.505397. -[SCHEDULER ITER2 LR1]: 240045 words processed Wed Nov 11 23:28:40 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.499117. -[SCHEDULER ITER2 LR1]: 280057 words processed Wed Nov 11 23:28:55 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.492474. -[SCHEDULER ITER2 LR1]: 320106 words processed Wed Nov 11 23:29:10 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.484600. -[SCHEDULER ITER2 LR1]: 360024 words processed Wed Nov 11 23:29:25 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.479672. -[SCHEDULER ITER2 LR1]: 400089 words processed Wed Nov 11 23:29:40 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.475321. -[SCHEDULER ITER2 LR1]: 440067 words processed Wed Nov 11 23:29:55 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.471777. -[SCHEDULER ITER2 LR1]: 480051 words processed Wed Nov 11 23:30:10 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.468552. -[SCHEDULER ITER2 LR1]: 520140 words processed Wed Nov 11 23:30:25 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.465361. -[SCHEDULER ITER2 LR1]: 560132 words processed Wed Nov 11 23:30:40 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.462341. -[SCHEDULER ITER2 LR1]: 600118 words processed Wed Nov 11 23:30:55 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.460604. -[SCHEDULER ITER2 LR1]: 640090 words processed Wed Nov 11 23:31:10 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.458146. -[SCHEDULER ITER2 LR1]: 680075 words processed Wed Nov 11 23:31:25 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.458095. -[SCHEDULER ITER2 LR1]: 720043 words processed Wed Nov 11 23:31:40 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.457528. -[SCHEDULER ITER2 LR1]: 760012 words processed Wed Nov 11 23:31:55 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.455970. -[SCHEDULER ITER2 LR1]: 800113 words processed Wed Nov 11 23:32:10 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.454040. -[SCHEDULER ITER2 LR1]: 840089 words processed Wed Nov 11 23:32:25 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.451647. -[SCHEDULER ITER2 LR1]: 880052 words processed Wed Nov 11 23:32:40 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.449628. -[LOG]LMSeqReader: file expires, closing. -gconf.fz 42068 -gconf.fz2 42068 +[SCHEDULER ITER2 LR1]: 40092 words processed Thu Nov 12 21:33:40 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.611210. +[SCHEDULER ITER2 LR1]: 80099 words processed Thu Nov 12 21:33:56 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.589139. +[SCHEDULER ITER2 LR1]: 120004 words processed Thu Nov 12 21:34:12 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.570733. +[SCHEDULER ITER2 LR1]: 160114 words processed Thu Nov 12 21:34:28 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.551667. +[SCHEDULER ITER2 LR1]: 200066 words processed Thu Nov 12 21:34:44 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.540568. +[SCHEDULER ITER2 LR1]: 240045 words processed Thu Nov 12 21:35:00 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.526721. +[SCHEDULER ITER2 LR1]: 280057 words processed Thu Nov 12 21:35:16 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.517728. +[SCHEDULER ITER2 LR1]: 320106 words processed Thu Nov 12 21:35:32 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.508229. +[SCHEDULER ITER2 LR1]: 360024 words processed Thu Nov 12 21:35:48 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.502058. +[SCHEDULER ITER2 LR1]: 400089 words processed Thu Nov 12 21:36:04 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.497895. +[SCHEDULER ITER2 LR1]: 440067 words processed Thu Nov 12 21:36:20 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.493752. +[SCHEDULER ITER2 LR1]: 480051 words processed Thu Nov 12 21:36:36 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.490189. +[SCHEDULER ITER2 LR1]: 520140 words processed Thu Nov 12 21:36:52 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.486542. +[SCHEDULER ITER2 LR1]: 560132 words processed Thu Nov 12 21:37:08 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.483445. +[SCHEDULER ITER2 LR1]: 600118 words processed Thu Nov 12 21:37:24 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.483056. +[SCHEDULER ITER2 LR1]: 640090 words processed Thu Nov 12 21:37:40 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.480205. +[SCHEDULER ITER2 LR1]: 680075 words processed Thu Nov 12 21:37:56 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.478075. +[SCHEDULER ITER2 LR1]: 720043 words processed Thu Nov 12 21:38:12 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.475920. +[SCHEDULER ITER2 LR1]: 760012 words processed Thu Nov 12 21:38:28 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.473641. +[SCHEDULER ITER2 LR1]: 800113 words processed Thu Nov 12 21:38:44 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.471283. +[SCHEDULER ITER2 LR1]: 840089 words processed Thu Nov 12 21:39:00 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.468366. +[SCHEDULER ITER2 LR1]: 880052 words processed Thu Nov 12 21:39:16 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.466238. +[LOG]LMSeqReader: file expires, closing. [SCHEDULER ITER2 LR1]: Displaying result: -[SCHEDULER ITER2 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 322.88493854907> <PPL_OOV 281.43208335099> <LOGP -2276910.7606898> +[SCHEDULER ITER2 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 335.54574856758> <PPL_OOV 292.42179827166> <LOGP -2292375.5314619> [SCHEDULER ITER2 LR1]: Doing on /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf end. +[SCHEDULER ITER2 LR1]: shuffling training file +===PEEK ON TEST 2=== +[LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds... +batch_size: 10 chunk_size 15 +[SCHEDULER ITER2 LR1]: 40087 words processed Thu Nov 12 21:39:27 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.378341. +[LOG]LMSeqReader: file expires, closing. +[SCHEDULER ITER2 LR1]: Displaying result: +[SCHEDULER ITER2 LR1]: LMResult status of rnn: <SEN_CN 3761> <W_CN 78669> <PPL_NET 280.56888917672> <PPL_OOV 241.83582061528> <LOGP -196473.60543172> +[SCHEDULER ITER2 LR1]: Doing on /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds end. ===VALIDATION 2=== [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds... batch_size: 10 chunk_size 15 -[SCHEDULER ITER2 LR1]: 40095 words processed Wed Nov 11 23:32:50 2015. - [SCHEDULER ITER2 LR1]: log prob per sample :-2.408668. +[SCHEDULER ITER2 LR1]: 40095 words processed Thu Nov 12 21:39:39 2015. + [SCHEDULER ITER2 LR1]: log prob per sample :-2.425320. [LOG]LMSeqReader: file expires, closing. -gconf.fz 0 -gconf.fz2 3370 [SCHEDULER ITER2 LR1]: Displaying result: -[SCHEDULER ITER2 LR1]: LMResult status of rnn: <SEN_CN 3370> <W_CN 70390> <PPL_NET 274.09438409291> <PPL_OOV 242.65292128392> <LOGP -175916.53225967> +[SCHEDULER ITER2 LR1]: LMResult status of rnn: <SEN_CN 3370> <W_CN 70390> <PPL_NET 284.31456120428> <PPL_OOV 252.08005346508> <LOGP -177137.47845282> [SCHEDULER ITER2 LR1]: Doing on /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds end. [SCHEDULER ITER2 LR1]: saving net to file /home/slhome/txh18/workspace/nerv/play/dagL_test/params... @@ -315,27 +347,27 @@ gconf.fz2 3370 reading chunk 0 from 0 metadata: return {type="nerv.LinearTransParam",id="ltp_ih"} -reading chunk 1 from 34524481 +reading chunk 1 from 34522576 metadata: return {type="nerv.BiasParam",id="bp_h"} -reading chunk 2 from 34528138 +reading chunk 2 from 34526234 metadata: return {type="nerv.LinearTransParam",id="ltp_ho"} -reading chunk 3 from 69086256 +reading chunk 3 from 69072330 metadata: return {type="nerv.BiasParam",id="bp_o"} -reading chunk 4 from 69202439 +reading chunk 4 from 69188461 metadata: return {type="nerv.LinearTransParam",id="ltp_hh"} -reading chunk 5 from 70278561 +reading chunk 5 from 70263917 [SCHEDULER ITER2 LR1]: preparing parameters end. [SCHEDULER ITER2 LR1]: preparing layers... -(23:33:00 2015-11-11)[nerv] info: create layer: recurrentL1 -(23:33:00 2015-11-11)[nerv] info: create layer: sigmoidL1 -(23:33:00 2015-11-11)[nerv] info: create layer: combinerL1 -(23:33:00 2015-11-11)[nerv] info: create layer: outputL -(23:33:00 2015-11-11)[nerv] info: create layer: softmaxL -(23:33:00 2015-11-11)[nerv] info: create layer: selectL1 +(21:39:50 2015-11-12)[nerv] info: create layer: recurrentL1 +(21:39:50 2015-11-12)[nerv] info: create layer: sigmoidL1 +(21:39:50 2015-11-12)[nerv] info: create layer: combinerL1 +(21:39:50 2015-11-12)[nerv] info: create layer: outputL +(21:39:50 2015-11-12)[nerv] info: create layer: softmaxL +(21:39:50 2015-11-12)[nerv] info: create layer: selectL1 [SCHEDULER ITER2 LR1]: preparing layers end. [SCHEDULER ITER2 LR1]: Generate and initing TNN ... <input> selectL1 0 @@ -363,66 +395,72 @@ TNN initing storage outputL -> softmaxL ===ITERATION 3 LR 1.000000=== [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf... batch_size: 10 chunk_size 15 -[SCHEDULER ITER3 LR1]: 40092 words processed Wed Nov 11 23:33:14 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.569663. -[SCHEDULER ITER3 LR1]: 80099 words processed Wed Nov 11 23:33:29 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.489703. -[SCHEDULER ITER3 LR1]: 120004 words processed Wed Nov 11 23:33:44 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.456065. -[SCHEDULER ITER3 LR1]: 160114 words processed Wed Nov 11 23:33:59 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.441796. -[SCHEDULER ITER3 LR1]: 200066 words processed Wed Nov 11 23:34:14 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.433088. -[SCHEDULER ITER3 LR1]: 240045 words processed Wed Nov 11 23:34:29 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.424178. -[SCHEDULER ITER3 LR1]: 280057 words processed Wed Nov 11 23:34:44 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.416746. -[SCHEDULER ITER3 LR1]: 320106 words processed Wed Nov 11 23:34:59 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.408769. -[SCHEDULER ITER3 LR1]: 360024 words processed Wed Nov 11 23:35:14 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.403516. -[SCHEDULER ITER3 LR1]: 400089 words processed Wed Nov 11 23:35:29 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.401051. -[SCHEDULER ITER3 LR1]: 440067 words processed Wed Nov 11 23:35:44 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.397870. -[SCHEDULER ITER3 LR1]: 480051 words processed Wed Nov 11 23:35:59 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.394888. -[SCHEDULER ITER3 LR1]: 520140 words processed Wed Nov 11 23:36:14 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.392029. -[SCHEDULER ITER3 LR1]: 560132 words processed Wed Nov 11 23:36:29 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.389343. -[SCHEDULER ITER3 LR1]: 600118 words processed Wed Nov 11 23:36:44 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.387280. -[SCHEDULER ITER3 LR1]: 640090 words processed Wed Nov 11 23:36:59 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.384322. -[SCHEDULER ITER3 LR1]: 680075 words processed Wed Nov 11 23:37:14 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.382924. -[SCHEDULER ITER3 LR1]: 720043 words processed Wed Nov 11 23:37:29 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.381426. -[SCHEDULER ITER3 LR1]: 760012 words processed Wed Nov 11 23:37:44 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.379613. -[SCHEDULER ITER3 LR1]: 800113 words processed Wed Nov 11 23:37:59 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.377966. -[SCHEDULER ITER3 LR1]: 840089 words processed Wed Nov 11 23:38:14 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.375823. -[SCHEDULER ITER3 LR1]: 880052 words processed Wed Nov 11 23:38:29 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.374291. -[LOG]LMSeqReader: file expires, closing. -gconf.fz 42068 -gconf.fz2 42068 +[SCHEDULER ITER3 LR1]: 40092 words processed Thu Nov 12 21:40:06 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.544465. +[SCHEDULER ITER3 LR1]: 80099 words processed Thu Nov 12 21:40:22 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.523845. +[SCHEDULER ITER3 LR1]: 120004 words processed Thu Nov 12 21:40:38 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.503563. +[SCHEDULER ITER3 LR1]: 160114 words processed Thu Nov 12 21:40:55 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.492793. +[SCHEDULER ITER3 LR1]: 200066 words processed Thu Nov 12 21:41:11 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.486434. +[SCHEDULER ITER3 LR1]: 240045 words processed Thu Nov 12 21:41:27 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.477573. +[SCHEDULER ITER3 LR1]: 280057 words processed Thu Nov 12 21:41:43 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.472171. +[SCHEDULER ITER3 LR1]: 320106 words processed Thu Nov 12 21:41:59 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.464689. +[SCHEDULER ITER3 LR1]: 360024 words processed Thu Nov 12 21:42:15 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.462254. +[SCHEDULER ITER3 LR1]: 400089 words processed Thu Nov 12 21:42:31 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.460639. +[SCHEDULER ITER3 LR1]: 440067 words processed Thu Nov 12 21:42:47 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.457377. +[SCHEDULER ITER3 LR1]: 480051 words processed Thu Nov 12 21:43:03 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.454522. +[SCHEDULER ITER3 LR1]: 520140 words processed Thu Nov 12 21:43:20 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.451702. +[SCHEDULER ITER3 LR1]: 560132 words processed Thu Nov 12 21:43:36 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.449800. +[SCHEDULER ITER3 LR1]: 600118 words processed Thu Nov 12 21:43:52 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.460651. +[SCHEDULER ITER3 LR1]: 640090 words processed Thu Nov 12 21:44:08 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.478514. +[SCHEDULER ITER3 LR1]: 680075 words processed Thu Nov 12 21:44:24 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.481904. +[SCHEDULER ITER3 LR1]: 720043 words processed Thu Nov 12 21:44:40 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.481315. +[SCHEDULER ITER3 LR1]: 760012 words processed Thu Nov 12 21:44:56 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.479536. +[SCHEDULER ITER3 LR1]: 800113 words processed Thu Nov 12 21:45:12 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.477516. +[SCHEDULER ITER3 LR1]: 840089 words processed Thu Nov 12 21:45:28 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.474938. +[SCHEDULER ITER3 LR1]: 880052 words processed Thu Nov 12 21:45:44 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.472685. +[LOG]LMSeqReader: file expires, closing. [SCHEDULER ITER3 LR1]: Displaying result: -[SCHEDULER ITER3 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 268.9224164231> <PPL_OOV 236.66635714317> <LOGP -2206971.199076> +[SCHEDULER ITER3 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 332.01769678787> <PPL_OOV 296.76708303188> <LOGP -2298330.4641512> [SCHEDULER ITER3 LR1]: Doing on /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf end. +[SCHEDULER ITER3 LR1]: shuffling training file +===PEEK ON TEST 3=== +[LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds... +batch_size: 10 chunk_size 15 +[SCHEDULER ITER3 LR1]: 40087 words processed Thu Nov 12 21:45:55 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.372994. +[LOG]LMSeqReader: file expires, closing. +[SCHEDULER ITER3 LR1]: Displaying result: +[SCHEDULER ITER3 LR1]: LMResult status of rnn: <SEN_CN 3761> <W_CN 78669> <PPL_NET 276.01692594329> <PPL_OOV 238.48049489778> <LOGP -195973.43960252> +[SCHEDULER ITER3 LR1]: Doing on /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds end. ===VALIDATION 3=== [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds... batch_size: 10 chunk_size 15 -[SCHEDULER ITER3 LR1]: 40095 words processed Wed Nov 11 23:38:39 2015. - [SCHEDULER ITER3 LR1]: log prob per sample :-2.367482. +[SCHEDULER ITER3 LR1]: 40095 words processed Thu Nov 12 21:46:07 2015. + [SCHEDULER ITER3 LR1]: log prob per sample :-2.423095. [LOG]LMSeqReader: file expires, closing. -gconf.fz 0 -gconf.fz2 3370 [SCHEDULER ITER3 LR1]: Displaying result: -[SCHEDULER ITER3 LR1]: LMResult status of rnn: <SEN_CN 3370> <W_CN 70390> <PPL_NET 246.139092058> <PPL_OOV 218.53948958668> <LOGP -172563.72722511> +[SCHEDULER ITER3 LR1]: LMResult status of rnn: <SEN_CN 3370> <W_CN 70390> <PPL_NET 282.79751736002> <PPL_OOV 251.12979270018> <LOGP -177016.49404609> [SCHEDULER ITER3 LR1]: Doing on /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.valid.txt.adds end. [SCHEDULER ITER3 LR1]: saving net to file /home/slhome/txh18/workspace/nerv/play/dagL_test/params... @@ -430,27 +468,27 @@ gconf.fz2 3370 reading chunk 0 from 0 metadata: return {type="nerv.LinearTransParam",id="ltp_hh"} -reading chunk 1 from 1075691 +reading chunk 1 from 1075055 metadata: return {type="nerv.BiasParam",id="bp_h"} -reading chunk 2 from 1079348 +reading chunk 2 from 1078714 metadata: return {type="nerv.LinearTransParam",id="ltp_ho"} -reading chunk 3 from 35651987 +reading chunk 3 from 35640630 metadata: return {type="nerv.BiasParam",id="bp_o"} -reading chunk 4 from 35768166 +reading chunk 4 from 35756784 metadata: return {type="nerv.LinearTransParam",id="ltp_ih"} -reading chunk 5 from 70297054 +reading chunk 5 from 70282927 [SCHEDULER ITER3 LR1]: preparing parameters end. [SCHEDULER ITER3 LR1]: preparing layers... -(23:38:49 2015-11-11)[nerv] info: create layer: recurrentL1 -(23:38:49 2015-11-11)[nerv] info: create layer: sigmoidL1 -(23:38:49 2015-11-11)[nerv] info: create layer: combinerL1 -(23:38:49 2015-11-11)[nerv] info: create layer: outputL -(23:38:49 2015-11-11)[nerv] info: create layer: softmaxL -(23:38:49 2015-11-11)[nerv] info: create layer: selectL1 +(21:46:18 2015-11-12)[nerv] info: create layer: recurrentL1 +(21:46:18 2015-11-12)[nerv] info: create layer: sigmoidL1 +(21:46:18 2015-11-12)[nerv] info: create layer: combinerL1 +(21:46:18 2015-11-12)[nerv] info: create layer: outputL +(21:46:18 2015-11-12)[nerv] info: create layer: softmaxL +(21:46:18 2015-11-12)[nerv] info: create layer: selectL1 [SCHEDULER ITER3 LR1]: preparing layers end. [SCHEDULER ITER3 LR1]: Generate and initing TNN ... <input> selectL1 0 @@ -478,66 +516,72 @@ TNN initing storage outputL -> softmaxL ===ITERATION 4 LR 1.000000=== [LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf... batch_size: 10 chunk_size 15 -[SCHEDULER ITER4 LR1]: 40092 words processed Wed Nov 11 23:39:03 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.542208. -[SCHEDULER ITER4 LR1]: 80099 words processed Wed Nov 11 23:39:18 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.484538. -[SCHEDULER ITER4 LR1]: 120004 words processed Wed Nov 11 23:39:33 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.457613. -[SCHEDULER ITER4 LR1]: 160114 words processed Wed Nov 11 23:39:48 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.445247. -[SCHEDULER ITER4 LR1]: 200066 words processed Wed Nov 11 23:40:03 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.437367. -[SCHEDULER ITER4 LR1]: 240045 words processed Wed Nov 11 23:40:18 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.422811. -[SCHEDULER ITER4 LR1]: 280057 words processed Wed Nov 11 23:40:33 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.408160. -[SCHEDULER ITER4 LR1]: 320106 words processed Wed Nov 11 23:40:48 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.395672. -[SCHEDULER ITER4 LR1]: 360024 words processed Wed Nov 11 23:41:03 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.386943. -[SCHEDULER ITER4 LR1]: 400089 words processed Wed Nov 11 23:41:18 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.380113. -[SCHEDULER ITER4 LR1]: 440067 words processed Wed Nov 11 23:41:33 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.374574. -[SCHEDULER ITER4 LR1]: 480051 words processed Wed Nov 11 23:41:48 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.369999. -[SCHEDULER ITER4 LR1]: 520140 words processed Wed Nov 11 23:42:03 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.365840. -[SCHEDULER ITER4 LR1]: 560132 words processed Wed Nov 11 23:42:18 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.361944. -[SCHEDULER ITER4 LR1]: 600118 words processed Wed Nov 11 23:42:33 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.357189. -[SCHEDULER ITER4 LR1]: 640090 words processed Wed Nov 11 23:42:48 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.353203. -[SCHEDULER ITER4 LR1]: 680075 words processed Wed Nov 11 23:43:03 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.350827. -[SCHEDULER ITER4 LR1]: 720043 words processed Wed Nov 11 23:43:18 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.348638. -[SCHEDULER ITER4 LR1]: 760012 words processed Wed Nov 11 23:43:33 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.346314. -[SCHEDULER ITER4 LR1]: 800113 words processed Wed Nov 11 23:43:48 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.344168. -[SCHEDULER ITER4 LR1]: 840089 words processed Wed Nov 11 23:44:03 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.341504. -[SCHEDULER ITER4 LR1]: 880052 words processed Wed Nov 11 23:44:18 2015. - [SCHEDULER ITER4 LR1]: log prob per sample :-2.339703. -[LOG]LMSeqReader: file expires, closing. -gconf.fz 42068 -gconf.fz2 42068 +[SCHEDULER ITER4 LR1]: 40092 words processed Thu Nov 12 21:46:34 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.405192. +[SCHEDULER ITER4 LR1]: 80099 words processed Thu Nov 12 21:46:50 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.387086. +[SCHEDULER ITER4 LR1]: 120004 words processed Thu Nov 12 21:47:06 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.375429. +[SCHEDULER ITER4 LR1]: 160114 words processed Thu Nov 12 21:47:22 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.371996. +[SCHEDULER ITER4 LR1]: 200066 words processed Thu Nov 12 21:47:38 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.369614. +[SCHEDULER ITER4 LR1]: 240045 words processed Thu Nov 12 21:47:54 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.363105. +[SCHEDULER ITER4 LR1]: 280057 words processed Thu Nov 12 21:48:10 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.358276. +[SCHEDULER ITER4 LR1]: 320106 words processed Thu Nov 12 21:48:26 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.352905. +[SCHEDULER ITER4 LR1]: 360024 words processed Thu Nov 12 21:48:42 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.350189. +[SCHEDULER ITER4 LR1]: 400089 words processed Thu Nov 12 21:48:58 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.348116. +[SCHEDULER ITER4 LR1]: 440067 words processed Thu Nov 12 21:49:14 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.346662. +[SCHEDULER ITER4 LR1]: 480051 words processed Thu Nov 12 21:49:30 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.345278. +[SCHEDULER ITER4 LR1]: 520140 words processed Thu Nov 12 21:49:46 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.343802. +[SCHEDULER ITER4 LR1]: 560132 words processed Thu Nov 12 21:50:02 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.342152. +[SCHEDULER ITER4 LR1]: 600118 words processed Thu Nov 12 21:50:18 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.344444. +[SCHEDULER ITER4 LR1]: 640090 words processed Thu Nov 12 21:50:34 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.342672. +[SCHEDULER ITER4 LR1]: 680075 words processed Thu Nov 12 21:50:50 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.341851. +[SCHEDULER ITER4 LR1]: 720043 words processed Thu Nov 12 21:51:06 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.340724. +[SCHEDULER ITER4 LR1]: 760012 words processed Thu Nov 12 21:51:22 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.339464. +[SCHEDULER ITER4 LR1]: 800113 words processed Thu Nov 12 21:51:38 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.338453. +[SCHEDULER ITER4 LR1]: 840089 words processed Thu Nov 12 21:51:53 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.336619. +[SCHEDULER ITER4 LR1]: 880052 words processed Thu Nov 12 21:52:09 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.335602. +[LOG]LMSeqReader: file expires, closing. [SCHEDULER ITER4 LR1]: Displaying result: -[SCHEDULER ITER4 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 246.79967809481> <PPL_OOV 218.53089509171> <LOGP -2174785.4056976> +[SCHEDULER ITER4 LR1]: LMResult status of rnn: <SEN_CN 42068> <W_CN 887521> <PPL_NET 246.29704080635> <PPL_OOV 216.539647079> <LOGP -2171089.8990162> [SCHEDULER ITER4 LR1]: Doing on /home/slhome/txh18/workspace/nerv/play/dagL_test/train_fn_shuf end. +[SCHEDULER ITER4 LR1]: shuffling training file +===PEEK ON TEST 4=== +[LOG]LMSeqReader: opening file /home/slhome/txh18/workspace/nerv/nerv/nerv/examples/lmptb/PTBdata/ptb.test.txt.adds... +batch_size: 10 chunk_size 15 +[SCHEDULER ITER4 LR1]: 40087 words processed Thu Nov 12 21:52:20 2015. + [SCHEDULER ITER4 LR1]: log prob per sample :-2.303876. +[LOG]LMSeqReader: file expires, closing. +[SCHEDULER ITER4 LR1]: Displaying result: +[SCHEDULER ITER4 LR1]: LMResult status of rnn: <SEN_CN 3761> <W_CN 78669> <PPL_NET 233.38436117868> <PPL_OOV 202.39993621335> <LOGP -190100.92090619> |