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| author | Narumol Prangnawarat <narumol.prangnawarat@arm.com> | 2020-03-20 15:01:01 +0000 |
|---|---|---|
| committer | Narumol Prangnawarat <narumol.prangnawarat@arm.com> | 2020-03-20 19:09:07 +0000 |
| commit | bc7ffb5e9e5f4c86280b20c65772eb12d8bb140e (patch) | |
| tree | 5187f34326414e7dfea80e0f4efaae5cbeb05d1d /src/armnn/NetworkUtils.hpp | |
| parent | cf2ad554502830804e991aca2e5b0741623119b2 (diff) | |
| download | armnn-bc7ffb5e9e5f4c86280b20c65772eb12d8bb140e.tar.gz | |
IVGCVSW-4520 Implement BFloat16 Optimizer
* Add ReduceFp32ToBf16 to OptimizerOptions
* Add ConvertFp32NetworkToBf16
* Add utility functions to insert conversion layers
* Add constant conversion BF16 <-> FP32
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Iaff77e20c721400b052cb37eb9ef6fe16d7abaff
Diffstat (limited to 'src/armnn/NetworkUtils.hpp')
| -rw-r--r-- | src/armnn/NetworkUtils.hpp | 6 |
1 files changed, 6 insertions, 0 deletions
diff --git a/src/armnn/NetworkUtils.hpp b/src/armnn/NetworkUtils.hpp index 38fb22350d..064545aac5 100644 --- a/src/armnn/NetworkUtils.hpp +++ b/src/armnn/NetworkUtils.hpp @@ -11,6 +11,12 @@ namespace armnn { +std::vector<ConvertBf16ToFp32Layer*> InsertConvertBf16ToFp32LayersBefore(Graph& graph, + Layer& layer, + bool expectCorrectInputType = true); + +std::vector<ConvertFp32ToBf16Layer*> InsertConvertFp32ToBf16LayersAfter(Graph& graph, Layer& layer); + std::vector<ConvertFp16ToFp32Layer*> InsertConvertFp16ToFp32LayersBefore(Graph& graph, Layer& layer, bool expectCorrectInputType = true); |