From be9ccb7d7f4135a41910e6401fbe0c604f1a4080 Mon Sep 17 00:00:00 2001
From: AlexeyAB <alexeyab84@gmail.com>
Date: Thu, 01 Mar 2018 21:09:52 +0000
Subject: [PATCH] Added F1 score to accuracy statistic
---
src/network_kernels.cu | 11 ++++++++++-
1 files changed, 10 insertions(+), 1 deletions(-)
diff --git a/src/network_kernels.cu b/src/network_kernels.cu
index 341c7f8..503a1b8 100644
--- a/src/network_kernels.cu
+++ b/src/network_kernels.cu
@@ -51,7 +51,8 @@
fill_ongpu(l.outputs * l.batch, 0, l.delta_gpu, 1);
}
l.forward_gpu(l, state);
- cudaStreamSynchronize(get_cuda_stream());
+ if(net.wait_stream)
+ cudaStreamSynchronize(get_cuda_stream());
state.input = l.output_gpu;
}
}
@@ -112,7 +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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