diff options
Diffstat (limited to 'embedding_example')
| -rw-r--r-- | embedding_example/main.c | 2 | ||||
| -rw-r--r-- | embedding_example/setup_nerv.lua | 5 | ||||
| -rw-r--r-- | embedding_example/swb_baseline_decode.lua | 114 |
3 files changed, 3 insertions, 118 deletions
diff --git a/embedding_example/main.c b/embedding_example/main.c index b3c9bf2..8856d58 100644 --- a/embedding_example/main.c +++ b/embedding_example/main.c @@ -22,7 +22,7 @@ void setup_nerv() { luaL_openlibs(L); luaL_loadfile(L, "setup_nerv.lua"); /* network configuration */ - lua_pushstring(L, "swb_baseline_decode.lua"); + lua_pushstring(L, "../nerv/examples/swb_baseline.lua"); if (lua_pcall(L, 1, LUA_MULTRET, 0)) { printf("%s\n", luaL_checkstring(L, 1)); diff --git a/embedding_example/setup_nerv.lua b/embedding_example/setup_nerv.lua index 49a5dd6..5ade950 100644 --- a/embedding_example/setup_nerv.lua +++ b/embedding_example/setup_nerv.lua @@ -4,9 +4,8 @@ local arg = {...} dofile(arg[1]) local param_repo = nerv.ParamRepo() param_repo:import(gconf.initialized_param, nil, gconf) -local sublayer_repo = make_sublayer_repo(param_repo) -local layer_repo = make_layer_repo(sublayer_repo, param_repo) -local network = get_network(layer_repo) +local layer_repo = make_layer_repo(param_repo) +local network = get_decode_network(layer_repo) local global_transf = get_global_transf(layer_repo) local batch_size = 1 network:init(batch_size) diff --git a/embedding_example/swb_baseline_decode.lua b/embedding_example/swb_baseline_decode.lua deleted file mode 100644 index 8cdb320..0000000 --- a/embedding_example/swb_baseline_decode.lua +++ /dev/null @@ -1,114 +0,0 @@ -require 'htk_io' -gconf = {lrate = 0.8, wcost = 1e-6, momentum = 0.9, - cumat_type = nerv.CuMatrixFloat, - mmat_type = nerv.MMatrixFloat, - frm_ext = 5, - tr_scp = "/slfs1/users/mfy43/swb_ivec/train_bp.scp", - cv_scp = "/slfs1/users/mfy43/swb_ivec/train_cv.scp", - htk_conf = "/slfs1/users/mfy43/swb_ivec/plp_0_d_a.conf", - initialized_param = {"/slfs1/users/mfy43/swb_init.nerv", - "/slfs1/users/mfy43/swb_global_transf.nerv"}, - debug = false} - -function make_sublayer_repo(param_repo) - return nerv.LayerRepo( - { - -- global transf - ["nerv.BiasLayer"] = - { - blayer1 = {{bias = "bias1"}, {dim_in = {429}, dim_out = {429}}}, - blayer2 = {{bias = "bias2"}, {dim_in = {429}, dim_out = {429}}} - }, - ["nerv.WindowLayer"] = - { - wlayer1 = {{window = "window1"}, {dim_in = {429}, dim_out = {429}}}, - wlayer2 = {{window = "window2"}, {dim_in = {429}, dim_out = {429}}} - }, - -- biased linearity - ["nerv.AffineLayer"] = - { - affine0 = {{ltp = "affine0_ltp", bp = "affine0_bp"}, - {dim_in = {429}, dim_out = {2048}}}, - affine1 = {{ltp = "affine1_ltp", bp = "affine1_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine2 = {{ltp = "affine2_ltp", bp = "affine2_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine3 = {{ltp = "affine3_ltp", bp = "affine3_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine4 = {{ltp = "affine4_ltp", bp = "affine4_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine5 = {{ltp = "affine5_ltp", bp = "affine5_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine6 = {{ltp = "affine6_ltp", bp = "affine6_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine7 = {{ltp = "affine7_ltp", bp = "affine7_bp"}, - {dim_in = {2048}, dim_out = {3001}}} - }, - ["nerv.SigmoidLayer"] = - { - sigmoid0 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid1 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid2 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid3 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid4 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid5 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid6 = {{}, {dim_in = {2048}, dim_out = {2048}}} - }, - ["nerv.SoftmaxLayer"] = - { - soutput = {{}, {dim_in = {3001}, dim_out = {3001}}} - } - }, param_repo, gconf) -end - -function make_layer_repo(sublayer_repo, param_repo) - return nerv.LayerRepo( - { - ["nerv.DAGLayer"] = - { - global_transf = {{}, { - dim_in = {429}, dim_out = {429}, - sub_layers = sublayer_repo, - connections = { - ["<input>[1]"] = "blayer1[1]", - ["blayer1[1]"] = "wlayer1[1]", - ["wlayer1[1]"] = "blayer2[1]", - ["blayer2[1]"] = "wlayer2[1]", - ["wlayer2[1]"] = "<output>[1]" - } - }}, - main = {{}, { - dim_in = {429}, dim_out = {3001}, - sub_layers = sublayer_repo, - connections = { - ["<input>[1]"] = "affine0[1]", - ["affine0[1]"] = "sigmoid0[1]", - ["sigmoid0[1]"] = "affine1[1]", - ["affine1[1]"] = "sigmoid1[1]", - ["sigmoid1[1]"] = "affine2[1]", - ["affine2[1]"] = "sigmoid2[1]", - ["sigmoid2[1]"] = "affine3[1]", - ["affine3[1]"] = "sigmoid3[1]", - ["sigmoid3[1]"] = "affine4[1]", - ["affine4[1]"] = "sigmoid4[1]", - ["sigmoid4[1]"] = "affine5[1]", - ["affine5[1]"] = "sigmoid5[1]", - ["sigmoid5[1]"] = "affine6[1]", - ["affine6[1]"] = "sigmoid6[1]", - ["sigmoid6[1]"] = "affine7[1]", - ["affine7[1]"] = "soutput[1]", - ["soutput[1]"] = "<output>[1]" - } - }} - } - }, param_repo, gconf) -end - -function get_network(layer_repo) - return layer_repo:get_layer("main") -end - - -function get_global_transf(layer_repo) - return layer_repo:get_layer("global_transf") -end |