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Diffstat (limited to 'tests/nnapi/specs/Ex/transpose_conv_ex_float_3.mod.py')
| -rw-r--r-- | tests/nnapi/specs/Ex/transpose_conv_ex_float_3.mod.py | 35 |
1 files changed, 35 insertions, 0 deletions
diff --git a/tests/nnapi/specs/Ex/transpose_conv_ex_float_3.mod.py b/tests/nnapi/specs/Ex/transpose_conv_ex_float_3.mod.py new file mode 100644 index 000000000..056c5809d --- /dev/null +++ b/tests/nnapi/specs/Ex/transpose_conv_ex_float_3.mod.py @@ -0,0 +1,35 @@ +# model +model = Model() +i0 = Input("op_shape", "TENSOR_INT32", "{4}") +weights = Input("ker", "TENSOR_FLOAT32", "{2, 3, 3, 1}") +i1 = Input("in", "TENSOR_FLOAT32", "{1, 2, 2, 1}" ) +pad = Int32Scalar("pad_valid", 2) +s_x = Int32Scalar("stride_x", 2) +s_y = Int32Scalar("stride_y", 2) +i2 = Output("op", "TENSOR_FLOAT32", "{1, 5, 5, 2}") +model = model.Operation("TRANSPOSE_CONV_EX", i0, weights, i1, pad, s_x, s_y).To(i2) + +# Example 1. Input in operand 0, +input0 = {i0: # output shape + [1, 5, 5, 2], + i1: # input 0 + [1.0, 2.0, 3.0, 4.0], + weights: # input 1 + [1.0, 3.0, 5.0, 7.0, 9.0, 11.0, + 13.0, 15.0, 17.0, 2.0, 4.0, 6.0, + 8.0, 10.0, 12.0, 14.0, 16.0, 18.0]} + +output0 = {i2: # output 0 + [1.0, 2.0, 3.0, 4.0, 7.0, + 10.0, 6.0, 8.0, 10.0, 12.0, + 7.0, 8.0, 9.0, 10.0, 25.0, + 28.0, 18.0, 20.0, 22.0, 24.0, + 16.0, 20.0, 24.0, 28.0, 62.0, + 72.0, 42.0, 48.0, 54.0, 60.0, + 21.0, 24.0, 27.0, 30.0, 61.0, + 68.0, 36.0, 40.0, 44.0, 48.0, + 39.0, 42.0, 45.0, 48.0, 103.0, + 110.0, 60.0, 64.0, 68.0, 72.0]} + +# Instantiate an example +Example((input0, output0)) |