From c123f320fcc2212f1d3b59a4d3d2ae6be71cf1e6 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Sun, 04 Mar 2018 20:41:23 +0000
Subject: [PATCH] Show avg-loss chart during Training, if compiled with OpenCV. Use -dont_show to disable.
---
src/network_kernels.cu | 8 ++++++++
1 files changed, 8 insertions(+), 0 deletions(-)
diff --git a/src/network_kernels.cu b/src/network_kernels.cu
index 9ecabdf..503a1b8 100644
--- a/src/network_kernels.cu
+++ b/src/network_kernels.cu
@@ -113,7 +113,15 @@
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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