From 8f1f5cbf8321b6b313d8f455d596290e7b8bb3f7 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Sat, 24 Mar 2018 20:35:05 +0000
Subject: [PATCH] 3.5x times accelerated data augmentation using OpenCV for training Yolo on DGX and multi-GPU
---
src/layer.h | 14 ++++++++++++++
1 files changed, 14 insertions(+), 0 deletions(-)
diff --git a/src/layer.h b/src/layer.h
index 9bf6057..3a0e03d 100644
--- a/src/layer.h
+++ b/src/layer.h
@@ -42,6 +42,18 @@
SSE, MASKED, SMOOTH
} COST_TYPE;
+typedef struct {
+ int batch;
+ float learning_rate;
+ float momentum;
+ float decay;
+ int adam;
+ float B1;
+ float B2;
+ float eps;
+ int t;
+} update_args;
+
struct layer{
LAYER_TYPE type;
ACTIVATION activation;
@@ -85,6 +97,7 @@
float exposure;
float shift;
float ratio;
+ int focal_loss;
int softmax;
int classes;
int coords;
@@ -260,6 +273,7 @@
#ifdef CUDNN
cudnnTensorDescriptor_t srcTensorDesc, dstTensorDesc;
cudnnTensorDescriptor_t dsrcTensorDesc, ddstTensorDesc;
+ cudnnTensorDescriptor_t normTensorDesc;
cudnnFilterDescriptor_t weightDesc;
cudnnFilterDescriptor_t dweightDesc;
cudnnConvolutionDescriptor_t convDesc;
--
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