| // RUN: mlir-opt %s -quantizer-remove-instrumentation -split-input-file | FileCheck %s |
| |
| // ----- |
| // CHECK-LABEL: remove_ops |
| func @remove_ops(%arg0: tensor<8x4x3xf32>) -> tensor<8x4x3xf32> { |
| %0 = "quant.stats"(%arg0) { |
| layerStats = dense<[-1.0, 1.0]> : tensor<2xf32> |
| } : (tensor<8x4x3xf32>) -> tensor<8x4x3xf32> |
| %1 = "quant.coupled_ref"(%0) { coupledKey = "foobar" } : |
| (tensor<8x4x3xf32>) -> tensor<8x4x3xf32> |
| %2 = "quant.stats_ref"(%1) { statsKey = "foobar" } : |
| (tensor<8x4x3xf32>) -> tensor<8x4x3xf32> |
| // CHECK: return %arg0 : tensor<8x4x3xf32> |
| return %2 : tensor<8x4x3xf32> |
| } |
