| model = Model() |
| i1 = Input("input", "TENSOR_QUANT8_ASYMM", "{1, 4, 2, 1}, 1.0, 0") |
| block = Parameter("block_size", "TENSOR_INT32", "{2}", [3, 2]) |
| paddings = Parameter("paddings", "TENSOR_INT32", "{2, 2}", [1, 1, 2, 4]) |
| output = Output("output", "TENSOR_QUANT8_ASYMM", "{6, 2, 4, 1}, 1.0, 0") |
| |
| model = model.Operation("SPACE_TO_BATCH_ND", i1, block, paddings).To(output) |
| |
| # Example 1. Input in operand 0, |
| input0 = {i1: # input 0 |
| [1, 2, 3, 4, 5, 6, 7, 8]} |
| |
| output0 = {output: # output 0 |
| [0, 0, 0, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0, 6, 0, 0, |
| 0, 1, 0, 0, 0, 7, 0, 0, 0, 2, 0, 0, 0, 8, 0, 0, |
| 0, 3, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0, 0]} |
| |
| # Instantiate an example |
| Example((input0, output0)) |