p60975123
/
mindspore
forked from mindspore-Ecosystem/mindspore
1
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity

!24363 [MS][LITE] add quant params check 

Merge pull request !24363 from jianghui58/quant_check_mas
This commit is contained in:
i-robot 2021-09-29 02:44:10 +00:00 committed by Gitee
parent 338ab157c7 6687e7b85f
commit ad88cfcafb
4 changed files with 11 additions and 0 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

3
mindspore/lite/src/runtime/kernel/arm/int8/arithmetic_int8.cc
View File

@ -79,16 +79,19 @@ int ArithmeticInt8CPUKernel::Init() {
auto *input0_tensor = in_tensors_.at(0); auto *input0_tensor = in_tensors_.at(0);
auto in0_quant_args = input0_tensor->quant_params(); auto in0_quant_args = input0_tensor->quant_params();
CHECK_LESS_RETURN(in0_quant_args.size(), 1);
quant_args_.in0_args_.scale_ = in0_quant_args.front().scale; quant_args_.in0_args_.scale_ = in0_quant_args.front().scale;
quant_args_.in0_args_.zp_ = in0_quant_args.front().zeroPoint; quant_args_.in0_args_.zp_ = in0_quant_args.front().zeroPoint;
auto *input1_tensor = in_tensors_.at(1); auto *input1_tensor = in_tensors_.at(1);
auto in1_quant_args = input1_tensor->quant_params(); auto in1_quant_args = input1_tensor->quant_params();
CHECK_LESS_RETURN(in1_quant_args.size(), 1);
quant_args_.in1_args_.scale_ = in1_quant_args.front().scale; quant_args_.in1_args_.scale_ = in1_quant_args.front().scale;
quant_args_.in1_args_.zp_ = in1_quant_args.front().zeroPoint; quant_args_.in1_args_.zp_ = in1_quant_args.front().zeroPoint;
auto *out_tensor = out_tensors_.at(kOutputIndex); auto *out_tensor = out_tensors_.at(kOutputIndex);
auto out_quant_args = out_tensor->quant_params(); auto out_quant_args = out_tensor->quant_params();
CHECK_LESS_RETURN(out_quant_args.size(), 1);
quant_args_.out_args_.scale_ = out_quant_args.front().scale; quant_args_.out_args_.scale_ = out_quant_args.front().scale;
quant_args_.out_args_.zp_ = out_quant_args.front().zeroPoint; quant_args_.out_args_.zp_ = out_quant_args.front().zeroPoint;
if (!InferShapeDone()) { if (!InferShapeDone()) {

2
mindspore/lite/src/runtime/kernel/arm/int8/arithmetic_self_int8.cc
View File

@ -32,11 +32,13 @@ int ArithmeticSelfInt8CPUKernel::Init() {
auto *input_tensor = in_tensors_.at(kInputIndex); auto *input_tensor = in_tensors_.at(kInputIndex);
CHECK_NULL_RETURN(input_tensor); CHECK_NULL_RETURN(input_tensor);
auto in_quant_args = input_tensor->quant_params(); auto in_quant_args = input_tensor->quant_params();
CHECK_LESS_RETURN(in_quant_args.size(), 1);
para_->quant_arg_.in_args_.scale_ = in_quant_args.front().scale; para_->quant_arg_.in_args_.scale_ = in_quant_args.front().scale;
para_->quant_arg_.in_args_.zp_ = in_quant_args.front().zeroPoint * (-1); para_->quant_arg_.in_args_.zp_ = in_quant_args.front().zeroPoint * (-1);
auto *out_tensor = out_tensors_.at(kOutputIndex); auto *out_tensor = out_tensors_.at(kOutputIndex);
auto out_quant_args = out_tensor->quant_params(); auto out_quant_args = out_tensor->quant_params();
CHECK_LESS_RETURN(out_quant_args.size(), 1);
para_->quant_arg_.out_args_.scale_ = out_quant_args.front().scale; para_->quant_arg_.out_args_.scale_ = out_quant_args.front().scale;
para_->quant_arg_.out_args_.zp_ = out_quant_args.front().zeroPoint; para_->quant_arg_.out_args_.zp_ = out_quant_args.front().zeroPoint;

2
mindspore/lite/src/runtime/kernel/arm/int8/resize_int8.cc
View File

@ -94,9 +94,11 @@ int ResizeInt8CPUKernel::Init() {
return RET_ERROR; return RET_ERROR;
} }
auto input = in_tensors_.at(0); auto input = in_tensors_.at(0);
CHECK_LESS_RETURN(input->quant_params().size(), 1);
quant_in_->zp_ = input->quant_params().front().zeroPoint; quant_in_->zp_ = input->quant_params().front().zeroPoint;
quant_in_->scale_ = input->quant_params().front().scale; quant_in_->scale_ = input->quant_params().front().scale;
auto output = out_tensors_.at(0); auto output = out_tensors_.at(0);
CHECK_LESS_RETURN(output->quant_params().size(), 1);
quant_out_->zp_ = output->quant_params().front().zeroPoint; quant_out_->zp_ = output->quant_params().front().zeroPoint;
quant_out_->scale_ = output->quant_params().front().scale; quant_out_->scale_ = output->quant_params().front().scale;

4
mindspore/lite/src/runtime/kernel/arm/int8/scale_int8.cc
View File

@ -172,6 +172,9 @@ int ScaleInt8CPUKernel::InitQuantArgs() {
auto input = in_tensors_.at(0); auto input = in_tensors_.at(0);
auto scale = in_tensors_.at(1); auto scale = in_tensors_.at(1);
auto output = out_tensors_.at(0); auto output = out_tensors_.at(0);
CHECK_LESS_RETURN(input->quant_params().size(), 1);
CHECK_LESS_RETURN(scale->quant_params().size(), 1);
CHECK_LESS_RETURN(output->quant_params().size(), 1);
auto input_scale = input->quant_params().front().scale; auto input_scale = input->quant_params().front().scale;
auto scale_scale = scale->quant_params().front().scale; auto scale_scale = scale->quant_params().front().scale;
auto output_scale = output->quant_params().front().scale; auto output_scale = output->quant_params().front().scale;
@ -188,6 +191,7 @@ int ScaleInt8CPUKernel::InitQuantArgs() {
if (in_tensors_.size() == kScaleBiasInputsSize) { if (in_tensors_.size() == kScaleBiasInputsSize) {
auto offset = in_tensors_.at(kOffsetIndex); auto offset = in_tensors_.at(kOffsetIndex);
CHECK_LESS_RETURN(offset->quant_params().size(), 1);
auto offset_scale = offset->quant_params().front().scale; auto offset_scale = offset->quant_params().front().scale;
scale_param_->offset_zp_ = offset->quant_params().front().zeroPoint; scale_param_->offset_zp_ = offset->quant_params().front().zeroPoint;