From a6c51e3b758aee7fd3a6f1d37daa8dcad4891e52 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Thu, 08 Mar 2018 22:42:58 +0000
Subject: [PATCH] Fixes for small objects. And fixes of densenet201_yolo.cfg, resnet50_yolo.cfg, resnet152_yolo.cfg
---
src/network_kernels.cu | 7 +++++++
1 files changed, 7 insertions(+), 0 deletions(-)
diff --git a/src/network_kernels.cu b/src/network_kernels.cu
index 64f4f9b..503a1b8 100644
--- a/src/network_kernels.cu
+++ b/src/network_kernels.cu
@@ -113,6 +113,13 @@
state.delta = 0;
state.truth = *net.truth_gpu;
state.train = 1;
+#ifdef CUDNN_HALF
+ int i;
+ for (i = 0; i < net.n; ++i) {
+ layer l = net.layers[i];
+ cuda_convert_f32_to_f16(l.weights_gpu, l.c*l.n*l.size*l.size, l.weights_gpu16);
+ }
+#endif
forward_network_gpu(net, state);
cudaStreamSynchronize(get_cuda_stream());
backward_network_gpu(net, state);
--
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