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41 changes: 25 additions & 16 deletions paddle/phi/kernels/fusion/onednn/fc_kernel.cc
Original file line number Diff line number Diff line change
Expand Up @@ -574,6 +574,10 @@ void FCKernel(const Context& dev_ctx,
dev_ctx.HasDnnAttr("use_mkldnn")
? PADDLE_GET_CONST(bool, dev_ctx.GetDnnAttr("use_mkldnn"))
: false;
const bool use_onednn =
(!use_mkldnn && dev_ctx.HasDnnAttr("use_onednn"))
? PADDLE_GET_CONST(bool, dev_ctx.GetDnnAttr("use_onednn"))
: use_mkldnn;
const bool use_quantizer =
dev_ctx.HasDnnAttr("use_quantizer")
? PADDLE_GET_CONST(bool, dev_ctx.GetDnnAttr("use_quantizer"))
Expand All @@ -583,6 +587,11 @@ void FCKernel(const Context& dev_ctx,
? PADDLE_GET_CONST(std::string,
dev_ctx.GetDnnAttr("mkldnn_data_type"))
: "float32";
const std::string onednn_data_type =
(use_onednn && dev_ctx.HasDnnAttr("onednn_data_type"))
? PADDLE_GET_CONST(std::string,
dev_ctx.GetDnnAttr("onednn_data_type"))
: mkldnn_data_type;
const float scale_in =
dev_ctx.HasDnnAttr("Scale_in")
? PADDLE_GET_CONST(float, dev_ctx.GetDnnAttr("Scale_in"))
Expand All @@ -601,24 +610,24 @@ void FCKernel(const Context& dev_ctx,
dev_ctx.HasDnnAttr("force_fp32_output")
? PADDLE_GET_CONST(bool, dev_ctx.GetDnnAttr("force_fp32_output"))
: false;
std::vector<std::string> mkldnn_data_type_list = {
std::vector<std::string> onednn_data_type_list = {
"float32", "int8", "bfloat16"};
PADDLE_ENFORCE_EQ(std::find(mkldnn_data_type_list.begin(),
mkldnn_data_type_list.end(),
mkldnn_data_type) != mkldnn_data_type_list.end(),
PADDLE_ENFORCE_EQ(std::find(onednn_data_type_list.begin(),
onednn_data_type_list.end(),
onednn_data_type) != onednn_data_type_list.end(),
true,
common::errors::InvalidArgument(
"The mkldnn_data_type should be [float32, "
"The onednn_data_type should be [float32, "
"int8, bfloat16], but found %s.",
mkldnn_data_type.c_str()));
onednn_data_type.c_str()));
auto in_dims = input.dims();
if (use_mkldnn) {
if (use_onednn) {
PADDLE_ENFORCE_EQ(
in_dims.size() >= 2 && in_dims.size() <= 4,
true,
common::errors::Unimplemented(
"The Input of fc is expected to be a 2-D, 3-D or 4-D tensor when "
"use_mkldnn is set. But received the number of Input's "
"use_onednn is set. But received the number of Input's "
"dimensions is %d, Input's shape is %s.",
in_dims.size(),
in_dims));
Expand All @@ -632,10 +641,10 @@ void FCKernel(const Context& dev_ctx,
bias,
in_num_col_dims,
activation_type,
use_mkldnn,
use_onednn,
padding_weights,
use_quantizer,
mkldnn_data_type,
onednn_data_type,
scale_in,
scale_weights,
scale_out,
Expand All @@ -649,10 +658,10 @@ void FCKernel(const Context& dev_ctx,
bias,
in_num_col_dims,
activation_type,
use_mkldnn,
use_onednn,
padding_weights,
use_quantizer,
mkldnn_data_type,
onednn_data_type,
scale_in,
scale_weights,
scale_out,
Expand All @@ -665,10 +674,10 @@ void FCKernel(const Context& dev_ctx,
bias,
in_num_col_dims,
activation_type,
use_mkldnn,
use_onednn,
padding_weights,
use_quantizer,
mkldnn_data_type,
onednn_data_type,
scale_in,
scale_weights,
scale_out,
Expand All @@ -682,10 +691,10 @@ void FCKernel(const Context& dev_ctx,
bias,
in_num_col_dims,
activation_type,
use_mkldnn,
use_onednn,
padding_weights,
use_quantizer,
mkldnn_data_type,
onednn_data_type,
scale_in,
scale_weights,
scale_out,
Expand Down