diff options
Diffstat (limited to 'nerv/examples/timit_baseline2.lua')
| -rw-r--r-- | nerv/examples/timit_baseline2.lua | 20 |
1 files changed, 11 insertions, 9 deletions
diff --git a/nerv/examples/timit_baseline2.lua b/nerv/examples/timit_baseline2.lua index d783c3d..658aa2e 100644 --- a/nerv/examples/timit_baseline2.lua +++ b/nerv/examples/timit_baseline2.lua @@ -1,14 +1,15 @@ require 'kaldi_io' gconf = {lrate = 0.8, wcost = 1e-6, momentum = 0.9, frm_ext = 5, tr_scp = "ark:/speechlab/tools/KALDI/kaldi-master/src/featbin/copy-feats " .. - "scp:/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_prepare/train.scp ark:- |", + "scp:/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_dnn/train.scp ark:- |", cv_scp = "ark:/speechlab/tools/KALDI/kaldi-master/src/featbin/copy-feats " .. - "scp:/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_prepare/cv.scp ark:- |", - initialized_param = {"/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_prepare/nnet_init.nerv", - "/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_prepare/nnet_output.nerv", - "/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_prepare/nnet_trans.nerv"}, - decode_param = {"/speechlab/users/mfy43/timit/nnet_init_20160229015745_iter_13_lr0.013437_tr72.434_cv58.729.nerv", - "/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_prepare/nnet_trans.nerv"}} + "scp:/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_dnn/cv.scp ark:- |", + initialized_param = {"/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_dnn/nnet_init.nerv", + "/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_dnn/nnet_output.nerv", + "/speechlab/users/mfy43/timit/s5/exp/dnn4_nerv_dnn/nnet_trans.nerv"}, + -- params in nnet_trans.nerv are included in the trained model + decode_param = {"/speechlab/users/mfy43/timit/s5/nerv_20160311205342/nnet_init_20160311211609_iter_13_lr0.013437_tr72.572_cv58.709.nerv"}, + chunk_size = 1} function make_layer_repo(param_repo) local layer_repo = nerv.LayerRepo( @@ -113,7 +114,7 @@ function make_layer_repo(param_repo) dim_in = {440}, dim_out = {1959}, layer_repo = layer_repo, connections = { - {"<input>[1]", "main[1]", 0}, + {"<input>[1]", "main[1]", 0}, {"main[1]", "softmax[1]", 0}, {"softmax[1]", "<output>[1]", 0} } @@ -176,10 +177,11 @@ function make_decode_readers(scp_file, layer_repo) end function make_buffer(readers) - return nerv.SGDBuffer(gconf, + return nerv.FrmBuffer(gconf, { buffer_size = gconf.buffer_size, batch_size = gconf.batch_size, + chunk_size = gconf.chunk_size, randomize = gconf.randomize, readers = readers, use_gpu = true |