message: TFLM: fixed C++ styling in vexriscv optimized kernel (DepthwiseConv2d)
diff: @@ -212,11 +212,9 @@ inline void DepthwiseConv(
  // Accumulate partial results to acc for a small chunk of channels
  for (int filter_y = 0; filter_y < filter_height; ++filter_y) {
  - const int in_y =
  - in_y_origin + dilation_height_factor * filter_y;
  + const int in_y = in_y_origin + dilation_height_factor * filter_y;
  for (int filter_x = 0; filter_x < filter_width; ++filter_x) {
  - const int in_x =
  - in_x_origin + dilation_width_factor * filter_x;
  + const int in_x = in_x_origin + dilation_width_factor * filter_x;
  // Zero padding by omitting the areas outside the image.
  const bool is_point_inside_image =
  (in_x >= 0) && (in_x < input_width) && (in_y >= 0) &&
  @@ -228,15 +226,14 @@ inline void DepthwiseConv(
  for (int offset_ch = 0; offset_ch < steps; ++offset_ch) {
  const int in_channel = begin_ch + offset_ch;
  - const int output_channel =
  - m + in_channel * depth_multiplier;
  + const int output_channel = m + in_channel * depth_multiplier;
  int32_t input_val = input_data[Offset(
  input_shape, batch, in_y, in_x, in_channel)];
  int32_t filter_val = filter_data[Offset(
  filter_shape, 0, filter_y, filter_x, output_channel)];
  - acc[offset_ch] += (filter_val + filter_offset) *
  - (input_val + input_offset);
  + acc[offset_ch] +=
  + (filter_val + filter_offset) * (input_val + input_offset);
  }
  }
  }
  @@ -251,8 +248,8 @@ inline void DepthwiseConv(
  value += bias_data[output_channel];
  }
  - value = MultiplyByQuantizedMultiplier(
  - value, output_multiplier, output_shift);
  + value = MultiplyByQuantizedMultiplier(value, output_multiplier,
  + output_shift);
  value += output_offset;
  value = std::max(value, output_activation_min);
  value = std::min(value, output_activation_max);
  @@ -285,7 +282,7 @@ struct OpData {
  // Cached tensor zero point values for quantized operations.
  int32_t input_zero_point;
  - int32_t filter_zero_point; //***
  + int32_t filter_zero_point;
  int32_t output_zero_point;
  // The scaling factor from input to output (aka the 'real multiplier') can
  @@ -465,8 +462,7 @@ void EvalQuantized(TfLiteContext* context, TfLiteNode* node,
  // Legacy ops used mixed left and right shifts. Now all are +ve-means-left.
  op_params.output_shift = -data.output_shift;
  - vexriscv::DepthwiseConv(
  - op_params, tflite::micro::GetTensorShape(input),
  + vexriscv::DepthwiseConv(op_params, tflite::micro::GetTensorShape(input),
  tflite::micro::GetTensorData<uint8_t>(input),
  tflite::micro::GetTensorShape(filter),
  tflite::micro::GetTensorData<uint8_t>(filter),
  