...

Makefile

@@ -0,0 +1,59 @@
+OPENMP=1
+VPATH=./src
+DARKIOT=../DarkIoT
+DARKNET=../nnpack_darknet/darknet-nnpack
+OBJDIR=./obj/
+EXEC=deep
+DARKNETLIB=libdarknet.a
+DARKIOTLIB=libdarkiot.a
+
+CC=gcc
+LDFLAGS= -lm -pthread
+CFLAGS=-Wall -fPIC
+COMMON=-I$(DARKIOT)/include/ -I$(DARKIOT)/src/ -I$(DARKNET)/include/ -I$(DARKNET)/src/ -Iinclude/ -Isrc/ 
+LDLIB=-L$(DARKIOT) -l:$(DARKIOTLIB) -L$(DARKNET) -l:$(DARKNETLIB)
+
+ifeq ($(OPENMP), 1) 
+CFLAGS+= -fopenmp
+endif
+
+ifeq ($(DEBUG), 1) 
+OPTS+=-O0 -g
+else
+OPTS+=-Ofast
+endif
+
+ifeq ($(ARM_NEON), 1)
+COMMON+= -DARM_NEON
+CFLAGS+= -DARM_NEON -mfpu=neon-vfpv4 -funsafe-math-optimizations -ftree-vectorize
+endif
+
+CFLAGS+=$(OPTS)
+OBJS = configure.o top.o ftp.o inference_engine_helper.o
+EXECOBJ = $(addprefix $(OBJDIR), $(OBJS))
+DEPS = $(wildcard */*.h) Makefile
+
+all: obj $(EXEC)
+
+$(EXEC): $(EXECOBJ) $(DARKNETLIB) $(DARKIOTLIB)
+	$(CC) $(COMMON) $(CFLAGS) $(EXECOBJ) -o $@  $(LDLIB) $(LDFLAGS)
+
+$(DARKNETLIB):
+	$(MAKE) -C $(DARKNET)
+
+$(DARKIOTLIB):
+	$(MAKE) -C $(DARKIOT)
+
+$(OBJDIR)%.o: %.c $(DEPS)
+	$(CC) $(COMMON) $(CFLAGS) -c $< -o $@
+
+obj:
+	mkdir -p obj
+
+test:
+	./deep ${ARGS}
+
+.PHONY: clean
+
+clean:
+	rm -rf $(EXEC) $(EXECOBJ) *.log $(OBJDIR) 

data/coco.data

@@ -0,0 +1,8 @@
+classes= 80
+train  = /home/pjreddie/data/coco/trainvalno5k.txt
+#valid  = coco_testdev
+valid = data/coco_val_5k.list
+names = data/coco.names
+backup = /home/pjreddie/backup/
+eval=coco
+

include/configure.h

@@ -0,0 +1,17 @@
+#ifndef CONFIGURE_H
+#define CONFIGURE_H
+
+/*Partitioning paramters*/
+#define FUSED_LAYERS_MAX 16
+#define PARTITIONS_W_MAX 6
+#define PARTITIONS_H_MAX 6
+#define PARTITIONS_MAX 36
+#define THREAD_NUM 1
+#include <stdint.h>
+
+extern uint32_t fused_layers;
+extern uint32_t partitions;
+extern uint32_t partitions_w;
+extern uint32_t partitions_h;
+
+#endif

models/yolo.cfg

@@ -0,0 +1,258 @@
+[net]
+# Testing
+batch=1
+subdivisions=1
+# Training
+# batch=64
+# subdivisions=8
+width=608
+height=608
+channels=3
+momentum=0.9
+decay=0.0005
+angle=0
+saturation = 1.5
+exposure = 1.5
+hue=.1
+
+learning_rate=0.001
+burn_in=1000
+max_batches = 500200
+policy=steps
+steps=400000,450000
+scales=.1,.1
+
+[convolutional]
+batch_normalize=1
+filters=32
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=64
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=128
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=256
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[maxpool]
+size=2
+stride=2
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=512
+size=1
+stride=1
+pad=1
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+filters=1024
+size=3
+stride=1
+pad=1
+activation=leaky
+
+
+#######
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[route]
+layers=-9
+
+[convolutional]
+batch_normalize=1
+size=1
+stride=1
+pad=1
+filters=64
+activation=leaky
+
+[reorg]
+stride=2
+
+[route]
+layers=-1,-4
+
+[convolutional]
+batch_normalize=1
+size=3
+stride=1
+pad=1
+filters=1024
+activation=leaky
+
+[convolutional]
+size=1
+stride=1
+pad=1
+filters=425
+activation=linear
+
+
+[region]
+anchors =  0.57273, 0.677385, 1.87446, 2.06253, 3.33843, 5.47434, 7.88282, 3.52778, 9.77052, 9.16828
+bias_match=1
+classes=80
+coords=4
+num=5
+softmax=1
+jitter=.3
+rescore=1
+
+object_scale=5
+noobject_scale=1
+class_scale=1
+coord_scale=1
+
+absolute=1
+thresh = .6
+random=1

src/configure.c

@@ -0,0 +1,7 @@
+#include "configure.h"
+
+uint32_t fused_layers;
+uint32_t partitions;
+uint32_t partitions_w;
+uint32_t partitions_h;
+