From 351996d9f0390ef44412fa678bc7a073a94e23e5 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Thu, 16 Mar 2017 18:49:36 +0000
Subject: [PATCH] Fixed memory leak in DLL, added load_image() & free_image(), added read_names_from_file()
---
src/convolutional_kernels.cu | 15 +++++++++++++++
1 files changed, 15 insertions(+), 0 deletions(-)
diff --git a/src/convolutional_kernels.cu b/src/convolutional_kernels.cu
index 76a3fb3..005269b 100644
--- a/src/convolutional_kernels.cu
+++ b/src/convolutional_kernels.cu
@@ -2,6 +2,10 @@
#include "curand.h"
#include "cublas_v2.h"
+#ifdef CUDNN
+#pragma comment(lib, "cudnn.lib")
+#endif
+
extern "C" {
#include "convolutional_layer.h"
#include "batchnorm_layer.h"
@@ -133,6 +137,9 @@
if(l.batch_normalize){
backward_batchnorm_layer_gpu(l, state);
+ //axpy_ongpu(l.outputs*l.batch, -state.net.decay, l.x_gpu, 1, l.delta_gpu, 1);
+ } else {
+ //axpy_ongpu(l.outputs*l.batch, -state.net.decay, l.output_gpu, 1, l.delta_gpu, 1);
}
float *original_input = state.input;
@@ -215,6 +222,10 @@
cuda_pull_array(layer.rolling_mean_gpu, layer.rolling_mean, layer.n);
cuda_pull_array(layer.rolling_variance_gpu, layer.rolling_variance, layer.n);
}
+ if (layer.adam){
+ cuda_pull_array(layer.m_gpu, layer.m, layer.c*layer.n*layer.size*layer.size);
+ cuda_pull_array(layer.v_gpu, layer.v, layer.c*layer.n*layer.size*layer.size);
+ }
}
void push_convolutional_layer(convolutional_layer layer)
@@ -228,6 +239,10 @@
cuda_push_array(layer.rolling_mean_gpu, layer.rolling_mean, layer.n);
cuda_push_array(layer.rolling_variance_gpu, layer.rolling_variance, layer.n);
}
+ if (layer.adam){
+ cuda_push_array(layer.m_gpu, layer.m, layer.c*layer.n*layer.size*layer.size);
+ cuda_push_array(layer.v_gpu, layer.v, layer.c*layer.n*layer.size*layer.size);
+ }
}
void update_convolutional_layer_gpu(convolutional_layer layer, int batch, float learning_rate, float momentum, float decay)
--
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