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| author | Narumol Prangnawarat <narumol.prangnawarat@arm.com> | 2020-03-26 09:20:43 +0000 |
|---|---|---|
| committer | Narumol Prangnawarat <narumol.prangnawarat@arm.com> | 2020-03-26 16:16:55 +0000 |
| commit | 57ef0088d20dd708ff92222d244ea02f1e1e5216 (patch) | |
| tree | ae11f55f6bac939a51d5182eae441d322efb3e0e /src/armnn/Network.cpp | |
| parent | 9272f8b9050096f39796227c5d89ed7b9905146d (diff) | |
| download | armnn-57ef0088d20dd708ff92222d244ea02f1e1e5216.tar.gz | |
IVGCVSW-4597 Modify BF16 optimizer to Convert only inputs and weights of
Convolution2d and FullyConnected layers
* Add InsertConvertFp32ToBf16LayersBefore
* Add ConvertWeight to ConvertFp32NetworkToBf16Impl for Conv2d and FullyConnected
* Allow different input and output when input is BF16 and output is FP32
Conv2d and FullyConnected layers
* Unit tests
Signed-off-by: Narumol Prangnawarat <narumol.prangnawarat@arm.com>
Change-Id: Ic8f92ff28edcae08a72a3114a28f50c4619f919b
Diffstat (limited to 'src/armnn/Network.cpp')
| -rw-r--r-- | src/armnn/Network.cpp | 3 |
1 files changed, 2 insertions, 1 deletions
diff --git a/src/armnn/Network.cpp b/src/armnn/Network.cpp index 5f7719730b..0272b3da65 100644 --- a/src/armnn/Network.cpp +++ b/src/armnn/Network.cpp @@ -1020,10 +1020,11 @@ IOptimizedNetworkPtr Optimize(const INetwork& inNetwork, } // If Fp32 to Bf16 optimization is set convert Fp32 network to Bf16 + // Convert input of Convolution2d and FullyConnected from Fp32 to Bf16 + // Only Constant weight of Convolution2d and FullyConnected are converted from Fp32 to Bf16 if (options.m_ReduceFp32ToBf16) { Optimizer::Pass(optGraph, MakeOptimizations(Fp32NetworkToBf16Converter())); - Optimizer::Pass(optGraph, MakeOptimizations(ConvertConstantsFloatToBFloat())); } // Initialize backend settings |