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Commit a92f4ea8 authored by rocking's avatar rocking
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Revise layout of group conv quantization instance

parent 89abcce5
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Showing with 308 additions and 122 deletions
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/conv2d_quantization_common.hpp
View file @ a92f4ea8
......@@ -19,9 +19,9 @@ using Empty_Tuple = ck::Tuple<>;
template <ck::index_t... Is>
using S = ck::Sequence<Is...>;
using GNHWC = ck::tensor_layout::convolution::GNHWC;
using NHWGC = ck::tensor_layout::convolution::NHWGC;
using GKYXC = ck::tensor_layout::convolution::GKYXC;
using GNHWK = ck::tensor_layout::convolution::GNHWK;
using NHWGK = ck::tensor_layout::convolution::NHWGK;
using GK = ck::tensor_layout::convolution::G_K;
using PassThrough = ck::tensor_operation::element_wise::PassThrough;
using Relu = ck::tensor_operation::element_wise::Relu;
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_dl_bias_perchannel_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_dl_bias_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_F32_Tuple,
......@@ -23,19 +23,28 @@ void add_device_conv2d_dl_bias_perchannel_quantization_int8_instances(
{
// dl
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_Clamp,
ConvFwd1x1S1P0,
......@@ -44,10 +53,10 @@ void add_device_conv2d_dl_bias_perchannel_quantization_int8_instances(
void add_device_conv2d_dl_bias_relu_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_F32_Tuple,
......@@ -58,19 +67,28 @@ void add_device_conv2d_dl_bias_relu_perchannel_quantization_int8_instances(
{
// dl
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Relu_Mul2_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Relu_Mul2_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Relu_Mul2_Clamp,
ConvFwd1x1S1P0,
......@@ -79,10 +97,10 @@ void add_device_conv2d_dl_bias_relu_perchannel_quantization_int8_instances(
void add_device_conv2d_dl_bias_tanh_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_F32_Tuple,
......@@ -93,19 +111,28 @@ void add_device_conv2d_dl_bias_tanh_perchannel_quantization_int8_instances(
{
// dl
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_TanH_Mul_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_TanH_Mul_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_TanH_Mul_Clamp,
ConvFwd1x1S1P0,
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_dl_bias_perlayer_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_dl_bias_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_Tuple,
......@@ -22,19 +22,28 @@ void add_device_conv2d_dl_bias_perlayer_quantization_int8_instances(
Add_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_Clamp,
ConvFwd1x1S1P0,
......@@ -43,10 +52,10 @@ void add_device_conv2d_dl_bias_perlayer_quantization_int8_instances(
void add_device_conv2d_dl_bias_relu_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_Tuple,
......@@ -56,21 +65,30 @@ void add_device_conv2d_dl_bias_relu_perlayer_quantization_int8_instances(
Add_Relu_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Relu_Mul_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Relu_Mul_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Relu_Mul_Clamp,
ConvFwd1x1S1P0,
......@@ -79,10 +97,10 @@ void add_device_conv2d_dl_bias_relu_perlayer_quantization_int8_instances(
void add_device_conv2d_dl_bias_tanh_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_Tuple,
......@@ -92,21 +110,30 @@ void add_device_conv2d_dl_bias_tanh_perlayer_quantization_int8_instances(
Add_Mul_TanH_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_TanH_Mul_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_TanH_Mul_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_TanH_Mul_Clamp,
ConvFwd1x1S1P0,
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_dl_int8_instance.hpp
View file @ a92f4ea8
......@@ -12,7 +12,10 @@ namespace device {
namespace instance {
// clang-format off
template <typename DsLayout,
template <typename InLayout,
typename WeiLayout,
typename DsLayout,
typename OutLayout,
typename DsDatatype,
typename OutElementOp,
ConvolutionForwardSpecialization ConvSpec,
......@@ -23,7 +26,7 @@ using device_grouped_conv2d_dl_int8_instances =
// ###########################################| Spatial| Type| Type| Type| Type| Type| | | Layout| | Elementwise| Elementwise| Elementwise| Forward| Spacialization| Size| Block| Block| Block| | ThreadM111| ThreadN111| Thread| ClusterM110Xs| ClusterN110Xs| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| ThreadSliceLengths| ThreadClusterLengths| ThreadCluster| SrcAccess| SrcVectorTensor| SrcVectorTensor| DstVectorTensor| SrcDstAccess| SrcDstVectorDim| DstScalarPerVector|
// ###########################################| | | | | | | | | | | Operation| Operation| Operation| Specialization| | | | | | | | | | | | K0_M0_M1_K1| K0_M0_M1_K1| ArrangeOrder| Order| Lengths_K0_M0_M1_K1| ContiguousDimOrder| Lengths_K0_M0_M1_K1| K0_N0_N1_K1| K0_N0_N1_K1| ArrangeOrder| Order| Lengths_K0_N0_N1_K1| ContiguousDimOrder| Lengths_K0_N0_N1_K1| Order| | |
// ###########################################| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK< NDimSpatial, int8_t, int8_t, DsDatatype, int8_t, int32_t, GNHWC, GKYXC, DsLayout, GNHWK, PassThrough, PassThrough, OutElementOp, ConvSpec, GemmSpec, 256, 128, 128, 16, 4, 4, 4, 1, S<8, 2>, S<8, 2>, S<8, 1, 1, 4>, S<2, 1, 128, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 4>, S<1, 2, 0, 3>, S<1, 1, 1, 4>, S<8, 1, 1, 4>, S<2, 1, 128, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 4>, S<1, 2, 0, 3>, S<1, 1, 1, 4>, S<0, 1, 2, 3, 4, 5>, 5, DstScalarPerVector>
DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK< NDimSpatial, int8_t, int8_t, DsDatatype, int8_t, int32_t, InLayout, WeiLayout, DsLayout, OutLayout, PassThrough, PassThrough, OutElementOp, ConvSpec, GemmSpec, 256, 128, 128, 16, 4, 4, 4, 1, S<8, 2>, S<8, 2>, S<8, 1, 1, 4>, S<2, 1, 128, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 4>, S<1, 2, 0, 3>, S<1, 1, 1, 4>, S<8, 1, 1, 4>, S<2, 1, 128, 1>, S<1, 2, 0, 3>, S<1, 2, 0, 3>, S<4, 1, 1, 4>, S<1, 2, 0, 3>, S<1, 1, 1, 4>, S<0, 1, 2, 3, 4, 5>, 5, DstScalarPerVector>
>;
// clang-format on
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_dl_perchannel_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_dl_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
F32_Tuple,
......@@ -22,19 +22,28 @@ void add_device_conv2d_dl_perchannel_quantization_int8_instances(
Mul2_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Mul2_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Mul2_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Mul2_Clamp,
ConvFwd1x1S1P0,
......@@ -43,10 +52,10 @@ void add_device_conv2d_dl_perchannel_quantization_int8_instances(
void add_device_conv2d_dl_relu_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
F32_Tuple,
......@@ -56,19 +65,28 @@ void add_device_conv2d_dl_relu_perchannel_quantization_int8_instances(
Relu_Mul2_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Relu_Mul2_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Relu_Mul2_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<GK_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Relu_Mul2_Clamp,
ConvFwd1x1S1P0,
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_dl_perlayer_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_dl_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
Empty_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
Empty_Tuple,
......@@ -22,19 +22,28 @@ void add_device_conv2d_dl_perlayer_quantization_int8_instances(
Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<Empty_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Mul_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<Empty_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Mul_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<Empty_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Mul_Clamp,
ConvFwd1x1S1P0,
......@@ -43,10 +52,10 @@ void add_device_conv2d_dl_perlayer_quantization_int8_instances(
void add_device_conv2d_dl_relu_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
Empty_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
Empty_Tuple,
......@@ -56,19 +65,28 @@ void add_device_conv2d_dl_relu_perlayer_quantization_int8_instances(
Relu_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<Empty_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Relu_Mul_Clamp,
ConvFwdDefault,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<Empty_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Relu_Mul_Clamp,
ConvFwd1x1P0,
4>{});
add_device_operation_instances(instances,
device_grouped_conv2d_dl_int8_instances<Empty_Tuple,
device_grouped_conv2d_dl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Relu_Mul_Clamp,
ConvFwd1x1S1P0,
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_xdl_bias_perchannel_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_xdl_bias_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_F32_Tuple,
......@@ -22,19 +22,28 @@ void add_device_conv2d_xdl_bias_perchannel_quantization_int8_instances(
Add_Mul2_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_Clamp,
ConvFwd1x1S1P0,
......@@ -43,10 +52,10 @@ void add_device_conv2d_xdl_bias_perchannel_quantization_int8_instances(
void add_device_conv2d_xdl_bias_relu_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_F32_Tuple,
......@@ -56,19 +65,28 @@ void add_device_conv2d_xdl_bias_relu_perchannel_quantization_int8_instances(
Add_Relu_Mul2_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Relu_Mul2_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Relu_Mul2_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Relu_Mul2_Clamp,
ConvFwd1x1S1P0,
......@@ -77,10 +95,10 @@ void add_device_conv2d_xdl_bias_relu_perchannel_quantization_int8_instances(
void add_device_conv2d_xdl_bias_tanh_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_F32_Tuple,
......@@ -90,19 +108,28 @@ void add_device_conv2d_xdl_bias_tanh_perchannel_quantization_int8_instances(
Add_Mul2_TanH_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_TanH_Mul_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_TanH_Mul_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_GK_Tuple,
NHWGK,
I32_F32_Tuple,
Add_Mul2_TanH_Mul_Clamp,
ConvFwd1x1S1P0,
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_xdl_bias_perlayer_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_xdl_bias_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_Tuple,
......@@ -22,19 +22,28 @@ void add_device_conv2d_xdl_bias_perlayer_quantization_int8_instances(
Add_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_Clamp,
ConvFwd1x1S1P0,
......@@ -43,10 +52,10 @@ void add_device_conv2d_xdl_bias_perlayer_quantization_int8_instances(
void add_device_conv2d_xdl_bias_relu_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_Tuple,
......@@ -56,21 +65,30 @@ void add_device_conv2d_xdl_bias_relu_perlayer_quantization_int8_instances(
Add_Relu_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Relu_Mul_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Relu_Mul_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Relu_Mul_Clamp,
ConvFwd1x1S1P0,
......@@ -79,10 +97,10 @@ void add_device_conv2d_xdl_bias_relu_perlayer_quantization_int8_instances(
void add_device_conv2d_xdl_bias_tanh_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
I32_Tuple,
......@@ -92,21 +110,30 @@ void add_device_conv2d_xdl_bias_tanh_perlayer_quantization_int8_instances(
Add_Mul_TanH_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_TanH_Mul_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_TanH_Mul_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
I32_Tuple,
Add_Mul_TanH_Mul_Clamp,
ConvFwd1x1S1P0,
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_xdl_perchannel_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_xdl_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
F32_Tuple,
......@@ -22,19 +22,28 @@ void add_device_conv2d_xdl_perchannel_quantization_int8_instances(
Mul2_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Mul2_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Mul2_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Mul2_Clamp,
ConvFwd1x1S1P0,
......@@ -43,10 +52,10 @@ void add_device_conv2d_xdl_perchannel_quantization_int8_instances(
void add_device_conv2d_xdl_relu_perchannel_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
GK_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
F32_Tuple,
......@@ -56,19 +65,28 @@ void add_device_conv2d_xdl_relu_perchannel_quantization_int8_instances(
Relu_Mul2_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Relu_Mul2_Clamp,
ConvFwdDefault,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Relu_Mul2_Clamp,
ConvFwd1x1P0,
8>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<GK_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
GK_Tuple,
NHWGK,
F32_Tuple,
Relu_Mul2_Clamp,
ConvFwd1x1S1P0,
......
library/src/tensor_operation_instance/gpu/quantization/conv2d_fwd/device_conv2d_xdl_perlayer_quantization_int8_instance.cpp
View file @ a92f4ea8
......@@ -9,10 +9,10 @@ namespace device {
namespace instance {
void add_device_conv2d_xdl_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
Empty_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
Empty_Tuple,
......@@ -22,19 +22,28 @@ void add_device_conv2d_xdl_perlayer_quantization_int8_instances(
Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<Empty_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Mul_Clamp,
ConvFwdDefault,
16>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<Empty_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Mul_Clamp,
ConvFwd1x1P0,
16>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<Empty_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Mul_Clamp,
ConvFwd1x1S1P0,
......@@ -43,10 +52,10 @@ void add_device_conv2d_xdl_perlayer_quantization_int8_instances(
void add_device_conv2d_xdl_relu_perlayer_quantization_int8_instances(
std::vector<std::unique_ptr<DeviceGroupedConvFwdMultipleD<NDimSpatial,
GNHWC,
NHWGC,
GKYXC,
Empty_Tuple,
GNHWK,
NHWGK,
int8_t,
int8_t,
Empty_Tuple,
......@@ -56,19 +65,28 @@ void add_device_conv2d_xdl_relu_perlayer_quantization_int8_instances(
Relu_Mul_Clamp>>>& instances)
{
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<Empty_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Relu_Mul_Clamp,
ConvFwdDefault,
16>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<Empty_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Relu_Mul_Clamp,
ConvFwd1x1P0,
16>{});
add_device_operation_instances(instances,
device_grouped_conv2d_xdl_int8_instances<Empty_Tuple,
device_grouped_conv2d_xdl_int8_instances<NHWGC,
GKYXC,
Empty_Tuple,
NHWGK,
Empty_Tuple,
Relu_Mul_Clamp,
ConvFwd1x1S1P0,
......
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