From 5d7247fd6fcc5e0a3eef01ffcf21edd504d88eae Mon Sep 17 00:00:00 2001 From: David Date: Wed, 13 Nov 2024 15:27:04 +1030 Subject: [PATCH] first pass writing and reading weight binary blob files doing something sensible --- CMakeLists.txt | 4 +- bin/model19_check3.bin | Bin 0 -> 2464256 bytes src/CMakeLists.txt | 3 ++ src/rade_enc_data.c | 2 +- src/test_rade_enc.c | 45 ++++++++++++++++++-- src/write_rade_weights.c | 88 +++++++++++++++++++++++++++++++++++++++ 6 files changed, 135 insertions(+), 7 deletions(-) create mode 100644 bin/model19_check3.bin create mode 100644 src/write_rade_weights.c diff --git a/CMakeLists.txt b/CMakeLists.txt index 6cfe3ea..9a7d623 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -38,7 +38,7 @@ if("${CMAKE_SOURCE_DIR}" STREQUAL "${CMAKE_BINARY_DIR}") endif("${CMAKE_SOURCE_DIR}" STREQUAL "${CMAKE_BINARY_DIR}") # Set default flags (from opus-ng build) -set(CMAKE_C_FLAGS "-O2 -fstack-protector-strong -W -Wall -Wextra -Wcast-align -Wnested-externs -Wshadow -Wstrict-prototypes -DHAVE_CONFIG_H") +set(CMAKE_C_FLAGS "-g -O2 -fstack-protector-strong -W -Wall -Wextra -Wcast-align -Wnested-externs -Wshadow -Wstrict-prototypes -DHAVE_CONFIG_H") if(NOT CMAKE_CROSSCOMPILING) # Python tells us the CFLAGS we need for Embedding Python in a C lib. @@ -524,7 +524,7 @@ add_test(NAME c_encoder_model19_check3 COMMAND sh -c "cd ${CMAKE_SOURCE_DIR}; ./inference.sh model05/checkpoints/checkpoint_epoch_100.pth wav/brian_g8sez.wav /dev/null --write_latent z.f32; \ cat features_in.f32 | python3 radae_txe.py | python3 radae_rxe.py > features_out.f32; \ - cat features_in.f32 | ${CMAKE_CURRENT_BINARY_DIR}/src/test_rade_enc 3 1 > z_c.f32; \ + cat features_in.f32 | ${CMAKE_CURRENT_BINARY_DIR}/src/test_rade_enc 3 1 ${CMAKE_CURRENT_BINARY_DIR}/model19_check3.bin > z_c.f32; \ cat z_c.f32 | python3 radae_txe.py --bypass_enc | python3 radae_rxe.py > features_rx_out.f32; \ python3 loss.py features_in.f32 features_out.f32 --features_hat2 features_rx_out.f32 --compare") 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zNF|JAIuHw!}^Xz~)6^C_XWHG5sG%5E_A|uf|aCjUS)a_=FU%%tT+00^YX=h^< zytTS8tz?FyfqJxg`}%>gGhOQDPhS`Ry1Ws7^w$63jXG4nDZ1)d-qT(kzlc3zCqHnC zdDpx>R+lp6@T(I9x@;KbuZeAEXL)bgT-fy9P>t;uk`uXuTgA*_ZkX7TWt4kNdnNDX z#sBmb_wVv;bGY)0KhA}%jYa5Mk6s2VILZwFLiO#jn!GcgKNV!;p!o&JghMq^%j34o zC_Q_5!#GJss6L?g;|_d>a;!}9%fV~HmDSC;GaBD)wJLXXddGL=6xSn8Y-jek!(E~9 z8jT37tDDa%Q>(bbWhyr3Px=^hNPCjDri z^sGo3^dsPVl9G>0?(~#1T559JM6a5`nfVU{M^^2dxz0|lwK3+s=+I{)&ft-gMJsT$qzYVqUt_exA7NJed0<-)mc_EcnL-Km|KFC_Pe zonpCm?QubUaZBWYPjL79VM$g@SNmCM9&qR7%t`ABwoM&XMgtJp#i`B<7xh# z{_`(C`P45x^_gG$&3FFNXaDWL_|zvp%P;+dKR)o<)0e(|s`J>>D_^{H;=g_2{MWwz zjq_jkzjgj|@A~qkbN{n@>ED!}IRA6I_dWl&-}&70AN=8eIsc)@zjXe=-+KS^hrj>& z`LDe6`uTbJm!BW}?`JN(bnOq$yXPKz?ECeL&tHGSc;Wghe|SDR|LFU!eg5;0{^aYo zFP<)aazy4VF=xdk$k>~%^CqDhjfAG1dzY+hBziNE) z+b=Z!;^r?m-tjwMYy8L7HyZoRXBzMO%E`uafA&mcK74oMzefMP@!=148~^!dKHumb ze!B6mm!Q4-;myx9wv#V4{&4AHqw(FpY&`Xik2Zeu_OCZu z=fBwa-q}w#zWVg #ifndef DUMP_BINARY_WEIGHTS int init_radeenc(RADEEnc *model, const WeightArray *arrays) { if (linear_init(&model->enc_dense1, arrays, "enc_dense1_bias", NULL, NULL,"enc_dense1_weights_float", NULL, NULL, NULL, 84, 64)) return 1; diff --git a/src/test_rade_enc.c b/src/test_rade_enc.c index 876c47f..7e79232 100644 --- a/src/test_rade_enc.c +++ b/src/test_rade_enc.c @@ -3,6 +3,10 @@ #include #include #include +#include +#include +#include +#include #ifdef HAVE_CONFIG_H #include "config.h" @@ -18,8 +22,8 @@ int main(int argc, char *argv[]) RADEEnc enc_model; RADEEncState enc_state; - if (argc < 2) { - fprintf(stderr, "usage: %s bottleneck[1-3] auxdata[0-1]\n", argv[0]); + if (argc < 3) { + fprintf(stderr, "usage: %s bottleneck[1-3] auxdata[0-1] [weights_blob.bin]\n", argv[0]); exit(1); } @@ -34,8 +38,34 @@ int main(int argc, char *argv[]) num_features += 1; } - if (init_radeenc(&enc_model, radeenc_arrays) != 0) { - fprintf(stderr, "Error initialising encoder model\n"); + int fd; + void *data; + int len; + int nb_arrays; + struct stat st; + WeightArray *list; + + if (argc == 4) { + const char *filename = argv[3]; + fprintf(stderr, "loading %s ....\n", filename); + int ret = stat(filename, &st); + assert(ret != -1); + len = st.st_size; + fprintf(stderr, "size is %d\n", len); + fd = open(filename, O_RDONLY); + assert(fd != -1); + // note this needs to stay mapped at run time + data = mmap(NULL, len, PROT_READ, MAP_SHARED, fd, 0); + nb_arrays = parse_weights(&list, data, len); + for (int i=0;i +#include +#include +#include +#include "nnet.h" +#include "os_support.h" +#include "arch.h" + +/* This is a bit of a hack because we need to build nnet_data.c and plc_data.c without USE_WEIGHTS_FILE, + but USE_WEIGHTS_FILE is defined in config.h. */ +#undef HAVE_CONFIG_H +#ifdef USE_WEIGHTS_FILE +#undef USE_WEIGHTS_FILE +#endif +#include "rade_enc_data.c" +#include "rade_dec_data.c" + +void write_weights(const WeightArray *list, FILE *fout) +{ + int i=0; + unsigned char zeros[WEIGHT_BLOCK_SIZE] = {0}; + while (list[i].name != NULL) { + WeightHead h; + if (strlen(list[i].name) >= sizeof(h.name) - 1) { + printf("[write_weights] warning: name %s too long\n", list[i].name); + } + memcpy(h.head, "DNNw", 4); + h.version = WEIGHT_BLOB_VERSION; + h.type = list[i].type; + h.size = list[i].size; + h.block_size = (h.size+WEIGHT_BLOCK_SIZE-1)/WEIGHT_BLOCK_SIZE*WEIGHT_BLOCK_SIZE; + OPUS_CLEAR(h.name, sizeof(h.name)); + strncpy(h.name, list[i].name, sizeof(h.name)); + h.name[sizeof(h.name)-1] = 0; + celt_assert(sizeof(h) == WEIGHT_BLOCK_SIZE); + fwrite(&h, 1, WEIGHT_BLOCK_SIZE, fout); + fwrite(list[i].data, 1, h.size, fout); + fwrite(zeros, 1, h.block_size-h.size, fout); + i++; + } +} + +int main(int argc,char *argv[]) +{ + if (argc != 2) { + fprintf(stderr, "usage: %s weights_blob.bin\n", argv[0]); + exit(1); + } + FILE *fout = fopen(argv[1], "w"); + assert(fout != NULL); + write_weights(radeenc_arrays, fout); + write_weights(radedec_arrays, fout); + fclose(fout); + return 0; +}

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