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Diffstat (limited to 'ethosu/vela/graph_optimiser.py')
| -rw-r--r-- | ethosu/vela/graph_optimiser.py | 13 |
1 files changed, 13 insertions, 0 deletions
diff --git a/ethosu/vela/graph_optimiser.py b/ethosu/vela/graph_optimiser.py index cd4ac63e..dbf2b7b9 100644 --- a/ethosu/vela/graph_optimiser.py +++ b/ethosu/vela/graph_optimiser.py @@ -435,6 +435,18 @@ def convert_depthwise_to_conv(op, arch): return op +def reorder_depthwise_weights(op, arch): + if "DepthwiseConv2d" in op.type: + weight_tensor = op.inputs[1] + weight_tensor.quant_values = np.transpose(weight_tensor.quant_values, (0, 1, 3, 2)) + weight_tensor.shape = weight_tensor.storage_shape = weight_tensor.bandwidth_shape = list( + weight_tensor.quant_values.shape + ) + weight_tensor.weight_transpose_depthwise = True + + return op + + # Reorder activation op if it's after the memory only operations def fixup_act_reorder(op, arch): if op.type in activation_ops: @@ -589,6 +601,7 @@ def optimise_graph_a(nng, arch, verbose_graph=False): add_padding_fields, mark_npu_block_type, fixup_elementwise_with_scalars, + reorder_depthwise_weights, # convert_mul_max_to_abs_or_lrelu # TODO: enable optimisation once quantisation issues are resolved ] |