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[CK_BUILDER] Improve CK Builder and CK Builder tests (#3382)

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* Remove stale documentation.

* Add placeholder for conv algorithm design description. Add link to conv factory description.

* Improve testing transfer parameters.

* Python script to check the block tilings.

* Improve tests and conv types serialization.

* Change representation of boolean values from 1/0 to true/false in instance strings.

* Change representation of boolean values from 1/0 to true/false in conv algorithm types.

* Test code improvements.

* Improve covn descriptions tests.

* Improve conv signature definition in conv fwd builder tests.

* clang-format.

* Remove obsolete script.

* Revert StaticAssertTypeEq changes in conv layout tests.

* Remove obsolete using declaration.

---------

Co-authored-by: Ville Pietilä <>
This commit is contained in:
Ville Pietilä
2025-12-11 09:50:00 +02:00
committed by GitHub
parent 6d25525adc
commit d66e5f667c
33 changed files with 1568 additions and 1042 deletions
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30
experimental/builder/include/ck_tile/builder/README.md
View File

@@ -4,14 +4,16 @@ This directory contains the builder framework for Composable Kernel, which provi
## Table of Contents
- [Convolution Signature Design](#convolution-signature-design)
- [Convolution Signature](#convolution-signature)
- [Overview](#overview)
- [Architecture](#architecture)
- [Core Components](#core-components)
- [Concepts and Validation](#concepts-and-validation)
- [Convolution Algorithm](#convolution-algorithm)
- [Convolution Factory](#convolution-factory)
---
## Convolution Signature Design
## Convolution Signature
### Overview
@@ -220,25 +222,9 @@ Several fields in the signature are optional:
This design follows the principle of "make the common case simple, the complex case possible."
#### Union-Based Layout Representation
## Convolution Algorithm
The `ConvLayout` type uses unions to support dimension-agnostic code:
## Convolution Factory
```cpp
struct ConvLayout {
union {
ConvInputLayout _input_layout;
ConvWeightLayout _weight_layout;
ConvOutputLayout _output_layout;
ConvAuxiliaryTensorLayout _aux_tensor_layout;
};
// ... constructors for each type
};
```
This allows:
- Single type to represent all layout variants
- Type-safe construction through overloaded constructors
- Compile-time enforcement of valid combinations through concepts
---
Convolution factory builds the instance based on the convolution signature and convolution algorithm.
The signature and the algorithm descriptions are dispatched to the relevant algorithm specific factory for instance creation. The convolution factory design is described in a separate [Readme](factory/README.md).

12
experimental/builder/include/ck_tile/builder/factory/helpers/ck/conv_tensor_type.hpp
View File

@@ -65,17 +65,19 @@ consteval auto GetTensorDataAndComputeTypes()
constexpr auto data_type = Config.data_type;
constexpr auto compute_type = Config.compute_type;
if constexpr(data_type == DataType::UNDEFINDED && compute_type == DataType::UNDEFINDED)
using enum DataType;
if constexpr(data_type == UNDEFINED_DATA_TYPE && compute_type == UNDEFINED_DATA_TYPE)
{
return std::make_pair(ConvertDataTypeToCK<SignatureDataType>(),
ConvertDataTypeToCK<SignatureDataType>());
}
else if constexpr(data_type == DataType::UNDEFINDED)
else if constexpr(data_type == UNDEFINED_DATA_TYPE)
{
return std::make_pair(ConvertDataTypeToCK<SignatureDataType>(),
ConvertDataTypeToCK<compute_type>());
}
else if constexpr(compute_type == DataType::UNDEFINDED)
else if constexpr(compute_type == UNDEFINED_DATA_TYPE)
{
return std::make_pair(ConvertDataTypeToCK<data_type>(),
ConvertDataTypeToCK<SignatureDataType>());
@@ -91,7 +93,7 @@ template <DataType SignatureAccDataType, DataType SignatureDataType>
consteval auto GetTensorAccumulationType()
{
constexpr auto data_type = SignatureAccDataType;
if constexpr(data_type == DataType::UNDEFINDED)
if constexpr(data_type == DataType::UNDEFINED_DATA_TYPE)
{
return ConvertDataTypeToCK<SignatureDataType>();
}
@@ -105,7 +107,7 @@ template <auto Config, DataType SignatureDataType>
consteval auto GetAuxiliaryTensorDataTypeValue()
{
constexpr auto data_type = Config.data_type;
if constexpr(data_type == DataType::UNDEFINDED)
if constexpr(data_type == DataType::UNDEFINED_DATA_TYPE)
{
return ConvertDataTypeToCK<SignatureDataType>();
}

10
experimental/builder/include/ck_tile/builder/reflect/instance_traits_device_grouped_conv_fwd_multiple_abd_xdl_cshuffle.hpp
View File

@@ -316,7 +316,7 @@ struct InstanceTraits<ck::tensor_operation::device::DeviceGroupedConvFwdMultiple
oss << "," << kABlockTransferSrcScalarPerVector; // 32. ABlockTransferSrcScalarPerVector
oss << ","
<< kABlockTransferDstScalarPerVectorK1; // 33. ABlockTransferDstScalarPerVector_AK1
oss << "," << kABlockLdsExtraM; // 34. ABlockLdsExtraM
oss << "," << (kABlockLdsExtraM ? "true" : "false"); // 34. ABlockLdsExtraM
oss << ","
<< detail::array_to_string(
kBThreadClusterLengths); // 35. BBlockTransferThreadClusterLengths
@@ -329,10 +329,10 @@ struct InstanceTraits<ck::tensor_operation::device::DeviceGroupedConvFwdMultiple
oss << "," << kBBlockTransferSrcVectorDim; // 38. BBlockTransferSrcVectorDim
oss << "," << kBBlockTransferSrcScalarPerVector; // 39. BBlockTransferSrcScalarPerVector
oss << ","
<< kBBlockTransferDstScalarPerVectorK1; // 40. BBlockTransferDstScalarPerVector_BK1
oss << "," << kBBlockLdsExtraN; // 41. BBlockLdsExtraN
oss << "," << kCShuffleMXdlPerWavePerShuffle; // 42. CShuffleMXdlPerWavePerShuffle
oss << "," << kCShuffleNXdlPerWavePerShuffle; // 43. CShuffleNXdlPerWavePerShuffle
<< kBBlockTransferDstScalarPerVectorK1; // 40. BBlockTransferDstScalarPerVector_BK1
oss << "," << (kBBlockLdsExtraN ? "true" : "false"); // 41. BBlockLdsExtraN
oss << "," << kCShuffleMXdlPerWavePerShuffle; // 42. CShuffleMXdlPerWavePerShuffle
oss << "," << kCShuffleNXdlPerWavePerShuffle; // 43. CShuffleNXdlPerWavePerShuffle
oss << ","
<< detail::array_to_string(
kCThreadClusterLengths); // 44. CDEBlockTransferClusterLengths

10
experimental/builder/include/ck_tile/builder/reflect/instance_traits_device_grouped_conv_fwd_multiple_abd_xdl_cshuffle_v3.hpp
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@@ -316,7 +316,7 @@ struct InstanceTraits<ck::tensor_operation::device::DeviceGroupedConvFwdMultiple
oss << "," << kABlockTransferSrcScalarPerVector; // 31. ABlockTransferSrcScalarPerVector
oss << ","
<< kABlockTransferDstScalarPerVectorK1; // 32. ABlockTransferDstScalarPerVector_AK1
oss << "," << kABlockLdsExtraM; // 33. ABlockLdsExtraM
oss << "," << (kABlockLdsExtraM ? "true" : "false"); // 33. ABlockLdsExtraM
oss << ","
<< detail::array_to_string(
kBThreadClusterLengths); // 34. BBlockTransferThreadClusterLengths
@@ -329,10 +329,10 @@ struct InstanceTraits<ck::tensor_operation::device::DeviceGroupedConvFwdMultiple
oss << "," << kBBlockTransferSrcVectorDim; // 37. BBlockTransferSrcVectorDim
oss << "," << kBBlockTransferSrcScalarPerVector; // 38. BBlockTransferSrcScalarPerVector
oss << ","
<< kBBlockTransferDstScalarPerVectorK1; // 39. BBlockTransferDstScalarPerVector_BK1
oss << "," << kBBlockLdsExtraN; // 40. BBlockLdsExtraN
oss << "," << kCShuffleMXdlPerWavePerShuffle; // 41. CShuffleMXdlPerWavePerShuffle
oss << "," << kCShuffleNXdlPerWavePerShuffle; // 42. CShuffleNXdlPerWavePerShuffle
<< kBBlockTransferDstScalarPerVectorK1; // 39. BBlockTransferDstScalarPerVector_BK1
oss << "," << (kBBlockLdsExtraN ? "true" : "false"); // 40. BBlockLdsExtraN
oss << "," << kCShuffleMXdlPerWavePerShuffle; // 41. CShuffleMXdlPerWavePerShuffle
oss << "," << kCShuffleNXdlPerWavePerShuffle; // 42. CShuffleNXdlPerWavePerShuffle
oss << ","
<< detail::array_to_string(
kCThreadClusterLengths); // 43. CDEBlockTransferClusterLengths

10
experimental/builder/include/ck_tile/builder/reflect/instance_traits_device_grouped_conv_fwd_multiple_d_xdl_large_tensor_cshuffle.hpp
View File

@@ -311,7 +311,7 @@ struct InstanceTraits<
oss << "," << kABlockTransferSrcScalarPerVector; // 32. ABlockTransferSrcScalarPerVector
oss << ","
<< kABlockTransferDstScalarPerVectorK1; // 33. ABlockTransferDstScalarPerVector_AK1
oss << "," << kABlockLdsExtraM; // 34. ABlockLdsExtraM
oss << "," << (kABlockLdsExtraM ? "true" : "false"); // 34. ABlockLdsExtraM
oss << ","
<< detail::array_to_string(
kBThreadClusterLengths); // 35. BBlockTransferThreadClusterLengths
@@ -324,10 +324,10 @@ struct InstanceTraits<
oss << "," << kBBlockTransferSrcVectorDim; // 38. BBlockTransferSrcVectorDim
oss << "," << kBBlockTransferSrcScalarPerVector; // 39. BBlockTransferSrcScalarPerVector
oss << ","
<< kBBlockTransferDstScalarPerVectorK1; // 40. BBlockTransferDstScalarPerVector_BK1
oss << "," << kBBlockLdsExtraN; // 41. BBlockLdsExtraN
oss << "," << kCShuffleMXdlPerWavePerShuffle; // 42. CShuffleMXdlPerWavePerShuffle
oss << "," << kCShuffleNXdlPerWavePerShuffle; // 43. CShuffleNXdlPerWavePerShuffle
<< kBBlockTransferDstScalarPerVectorK1; // 40. BBlockTransferDstScalarPerVector_BK1
oss << "," << (kBBlockLdsExtraN ? "true" : "false"); // 41. BBlockLdsExtraN
oss << "," << kCShuffleMXdlPerWavePerShuffle; // 42. CShuffleMXdlPerWavePerShuffle
oss << "," << kCShuffleNXdlPerWavePerShuffle; // 43. CShuffleNXdlPerWavePerShuffle
oss << ","
<< detail::array_to_string(
kCThreadClusterLengths); // 44. CDEBlockTransferClusterLengths

326
experimental/builder/include/ck_tile/builder/types.hpp
View File

@@ -13,7 +13,7 @@ namespace ck_tile::builder {
enum class DataType
{
UNDEFINDED = 0,
UNDEFINED_DATA_TYPE = 0,
FP32,
FP16,
BF16,
@@ -25,7 +25,7 @@ enum class DataType
enum class TensorLayout
{
UNDEFINED,
UNDEFINED_TENSOR_LAYOUT = 0,
// Bias tensors
GC,
@@ -212,219 +212,269 @@ enum class ConvAlgorithmSpecialization
LARGE_TENSOR
};
// ostream operator overloads for enum classes
inline std::ostream& operator<<(std::ostream& os, DataType dt)
// toString methods for enum classes
inline std::string_view toString(DataType dt)
{
using enum DataType;
switch(dt)
{
case FP16: return os << "FP16";
case FP32: return os << "FP32";
case BF16: return os << "BF16";
case FP8: return os << "FP8";
case INT32: return os << "INT32";
case I8: return os << "I8";
case U8: return os << "U8";
case UNDEFINDED: return os << "UNDEFINDED";
default: return os << "Unknown";
case FP16: return "FP16";
case FP32: return "FP32";
case BF16: return "BF16";
case FP8: return "FP8";
case INT32: return "INT32";
case I8: return "I8";
case U8: return "U8";
case UNDEFINED_DATA_TYPE: return "UNDEFINED_DATA_TYPE";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, ConvDirection dir)
inline std::string_view toString(ConvDirection dir)
{
using enum ConvDirection;
switch(dir)
{
case FORWARD: return os << "Forward";
case BACKWARD_DATA: return os << "Backward Data";
case BACKWARD_WEIGHT: return os << "Backward Weight";
default: return os << "Unknown";
case FORWARD: return "Forward";
case BACKWARD_DATA: return "Backward Data";
case BACKWARD_WEIGHT: return "Backward Weight";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, ElementwiseOperation op)
inline std::string_view toString(ElementwiseOperation op)
{
using enum ElementwiseOperation;
switch(op)
{
case CLAMP: return os << "CLAMP";
case SCALE: return os << "SCALE";
case PASS_THROUGH: return os << "PASS_THROUGH";
case BIAS_BNORM_CLAMP: return os << "BIAS_BNORM_CLAMP";
case SCALEADD_SCALEADD_RELU: return os << "SCALEADD_SCALEADD_RELU";
default: return os << "Unknown";
case CLAMP: return "CLAMP";
case SCALE: return "SCALE";
case PASS_THROUGH: return "PASS_THROUGH";
case BIAS_BNORM_CLAMP: return "BIAS_BNORM_CLAMP";
case SCALEADD_SCALEADD_RELU: return "SCALEADD_SCALEADD_RELU";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, PipelineVersion ver)
inline std::string_view toString(PipelineVersion ver)
{
using enum PipelineVersion;
switch(ver)
{
case V1: return os << "V1";
case V2: return os << "V2";
case V3: return os << "V3";
case V4: return os << "V4";
case V5: return os << "V5";
case WEIGHT_ONLY: return os << "WEIGHT_ONLY";
default: return os << "Unknown";
case V1: return "V1";
case V2: return "V2";
case V3: return "V3";
case V4: return "V4";
case V5: return "V5";
case WEIGHT_ONLY: return "WEIGHT_ONLY";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, GemmSpecialization spec)
inline std::string_view toString(GemmSpecialization spec)
{
using enum GemmSpecialization;
switch(spec)
{
case Default: return os << "Default";
case MPadding: return os << "MPadding";
case NPadding: return os << "NPadding";
case KPadding: return os << "KPadding";
case MNPadding: return os << "MNPadding";
case MKPadding: return os << "MKPadding";
case NKPadding: return os << "NKPadding";
case MNKPadding: return os << "MNKPadding";
case OPadding: return os << "OPadding";
case MOPadding: return os << "MOPadding";
case NOPadding: return os << "NOPadding";
case KOPadding: return os << "KOPadding";
case MNOPadding: return os << "MNOPadding";
case MKOPadding: return os << "MKOPadding";
case NKOPadding: return os << "NKOPadding";
case MNKOPadding: return os << "MNKOPadding";
default: return os << "Unknown";
case Default: return "Default";
case MPadding: return "MPadding";
case NPadding: return "NPadding";
case KPadding: return "KPadding";
case MNPadding: return "MNPadding";
case MKPadding: return "MKPadding";
case NKPadding: return "NKPadding";
case MNKPadding: return "MNKPadding";
case OPadding: return "OPadding";
case MOPadding: return "MOPadding";
case NOPadding: return "NOPadding";
case KOPadding: return "KOPadding";
case MNOPadding: return "MNOPadding";
case MKOPadding: return "MKOPadding";
case NKOPadding: return "NKOPadding";
case MNKOPadding: return "MNKOPadding";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, ConvFwdSpecialization spec)
inline std::string_view toString(ConvFwdSpecialization spec)
{
using enum ConvFwdSpecialization;
switch(spec)
{
case DEFAULT: return os << "DEFAULT";
case FILTER_1X1_PAD0: return os << "FILTER_1X1_PAD0";
case FILTER_1X1_STRIDE1_PAD0: return os << "FILTER_1X1_STRIDE1_PAD0";
case FILTER_3x3: return os << "FILTER_3x3";
default: return os << "Unknown";
case DEFAULT: return "DEFAULT";
case FILTER_1X1_PAD0: return "FILTER_1X1_PAD0";
case FILTER_1X1_STRIDE1_PAD0: return "FILTER_1X1_STRIDE1_PAD0";
case FILTER_3x3: return "FILTER_3x3";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, ConvBwdDataSpecialization spec)
inline std::string_view toString(ConvBwdDataSpecialization spec)
{
using enum ConvBwdDataSpecialization;
switch(spec)
{
case DEFAULT: return os << "DEFAULT";
case FILTER_1X1_STRIDE1_PAD0: return os << "FILTER_1X1_STRIDE1_PAD0";
default: return os << "Unknown";
case DEFAULT: return "DEFAULT";
case FILTER_1X1_STRIDE1_PAD0: return "FILTER_1X1_STRIDE1_PAD0";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, ConvBwdWeightSpecialization spec)
inline std::string_view toString(ConvBwdWeightSpecialization spec)
{
using enum ConvBwdWeightSpecialization;
switch(spec)
{
case DEFAULT: return os << "DEFAULT";
case FILTER_1X1_STRIDE1_PAD0: return os << "FILTER_1X1_STRIDE1_PAD0";
case FILTER_1X1_PAD0: return os << "FILTER_1X1_PAD0";
case ODD_C: return os << "ODD_C";
default: return os << "Unknown";
case DEFAULT: return "DEFAULT";
case FILTER_1X1_STRIDE1_PAD0: return "FILTER_1X1_STRIDE1_PAD0";
case FILTER_1X1_PAD0: return "FILTER_1X1_PAD0";
case ODD_C: return "ODD_C";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, GemmPadding padding)
inline std::string_view toString(GemmPadding padding)
{
using enum GemmPadding;
switch(padding)
{
case DEFAULT: return os << "DEFAULT";
case M_PADDING: return os << "M_PADDING";
case N_PADDING: return os << "N_PADDING";
case K_PADDING: return os << "K_PADDING";
case MN_PADDING: return os << "MN_PADDING";
case MK_PADDING: return os << "MK_PADDING";
case NK_PADDING: return os << "NK_PADDING";
case MNK_PADDING: return os << "MNK_PADDING";
case O_PADDING: return os << "O_PADDING";
case MO_PADDING: return os << "MO_PADDING";
case NO_PADDING: return os << "NO_PADDING";
case KO_PADDING: return os << "KO_PADDING";
case MNO_PADDING: return os << "MNO_PADDING";
case MKO_PADDING: return os << "MKO_PADDING";
case NKO_PADDING: return os << "NKO_PADDING";
case MNKO_PADDING: return os << "MNKO_PADDING";
default: return os << "Unknown";
case DEFAULT: return "DEFAULT";
case M_PADDING: return "M_PADDING";
case N_PADDING: return "N_PADDING";
case K_PADDING: return "K_PADDING";
case MN_PADDING: return "MN_PADDING";
case MK_PADDING: return "MK_PADDING";
case NK_PADDING: return "NK_PADDING";
case MNK_PADDING: return "MNK_PADDING";
case O_PADDING: return "O_PADDING";
case MO_PADDING: return "MO_PADDING";
case NO_PADDING: return "NO_PADDING";
case KO_PADDING: return "KO_PADDING";
case MNO_PADDING: return "MNO_PADDING";
case MKO_PADDING: return "MKO_PADDING";
case NKO_PADDING: return "NKO_PADDING";
case MNKO_PADDING: return "MNKO_PADDING";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, PipelineScheduler sched)
inline std::string_view toString(PipelineScheduler sched)
{
using enum PipelineScheduler;
switch(sched)
{
case DEFAULT: return os << "DEFAULT";
case INTRAWAVE: return os << "INTRAWAVE";
case INTERWAVE: return os << "INTERWAVE";
default: return os << "Unknown";
case DEFAULT: return "DEFAULT";
case INTRAWAVE: return "INTRAWAVE";
case INTERWAVE: return "INTERWAVE";
default: return "Unknown";
}
}
inline std::ostream& operator<<(std::ostream& os, TensorLayout layout)
inline std::string_view toString(TensorLayout layout)
{
using enum TensorLayout;
switch(layout)
{
case GNCW: return os << "GNCW";
case GNWC: return os << "GNWC";
case NWGC: return os << "NWGC";
case NGCW: return os << "NGCW";
case G_NW_C_strided: return os << "G_NW_C_strided";
case GNCHW: return os << "GNCHW";
case GNHWC: return os << "GNHWC";
case NHWGC: return os << "NHWGC";
case NGCHW: return os << "NGCHW";
case G_NHW_C_strided: return os << "G_NHW_C_strided";
case GNCDHW: return os << "GNCDHW";
case GNDHWC: return os << "GNDHWC";
case NDHWGC: return os << "NDHWGC";
case NGCDHW: return os << "NGCDHW";
case G_NDHW_C_strided: return os << "G_NDHW_C_strided";
case GKXC: return os << "GKXC";
case GKCX: return os << "GKCX";
case KXGC: return os << "KXGC";
case G_K_X_C_strided: return os << "G_K_X_C_strided";
case GKYXC: return os << "GKYXC";
case GKCYX: return os << "GKCYX";
case KYXGC: return os << "KYXGC";
case G_K_YX_C_strided: return os << "G_K_YX_C_strided";
case GKZYXC: return os << "GKZYXC";
case GKCZYX: return os << "GKCZYX";
case KZYXGC: return os << "KZYXGC";
case G_K_ZYX_C_strided: return os << "G_K_ZYX_C_strided";
case GNKW: return os << "GNKW";
case GNWK: return os << "GNWK";
case NWGK: return os << "NWGK";
case NGKW: return os << "NGKW";
case G_NW_K_strided: return os << "G_NW_K_strided";
case GNKHW: return os << "GNKHW";
case GNHWK: return os << "GNHWK";
case NHWGK: return os << "NHWGK";
case NGKHW: return os << "NGKHW";
case G_NHW_K_strided: return os << "G_NHW_K_strided";
case GNKDHW: return os << "GNKDHW";
case GNDHWK: return os << "GNDHWK";
case NDHWGK: return os << "NDHWGK";
case NGKDHW: return os << "NGKDHW";
case G_NDHW_K_strided: return os << "G_NDHW_K_strided";
case GC: return os << "GC";
case G_C_strided: return os << "G_C_strided";
case G_K_strided: return os << "G_K_strided";
case UNDEFINED: return os << "UNDEFINED";
default: return os << "Unknown";
case GNCW: return "GNCW";
case GNWC: return "GNWC";
case NWGC: return "NWGC";
case NGCW: return "NGCW";
case G_NW_C_strided: return "G_NW_C_strided";
case GNCHW: return "GNCHW";
case GNHWC: return "GNHWC";
case NHWGC: return "NHWGC";
case NGCHW: return "NGCHW";
case G_NHW_C_strided: return "G_NHW_C_strided";
case GNCDHW: return "GNCDHW";
case GNDHWC: return "GNDHWC";
case NDHWGC: return "NDHWGC";
case NGCDHW: return "NGCDHW";
case G_NDHW_C_strided: return "G_NDHW_C_strided";
case GKXC: return "GKXC";
case GKCX: return "GKCX";
case KXGC: return "KXGC";
case G_K_X_C_strided: return "G_K_X_C_strided";
case GKYXC: return "GKYXC";
case GKCYX: return "GKCYX";
case KYXGC: return "KYXGC";
case G_K_YX_C_strided: return "G_K_YX_C_strided";
case GKZYXC: return "GKZYXC";
case GKCZYX: return "GKCZYX";
case KZYXGC: return "KZYXGC";
case G_K_ZYX_C_strided: return "G_K_ZYX_C_strided";
case GNKW: return "GNKW";
case GNWK: return "GNWK";
case NWGK: return "NWGK";
case NGKW: return "NGKW";
case G_NW_K_strided: return "G_NW_K_strided";
case GNKHW: return "GNKHW";
case GNHWK: return "GNHWK";
case NHWGK: return "NHWGK";
case NGKHW: return "NGKHW";
case G_NHW_K_strided: return "G_NHW_K_strided";
case GNKDHW: return "GNKDHW";
case GNDHWK: return "GNDHWK";
case NDHWGK: return "NDHWGK";
case NGKDHW: return "NGKDHW";
case G_NDHW_K_strided: return "G_NDHW_K_strided";
case GC: return "GC";
case G_C_strided: return "G_C_strided";
case G_K_strided: return "G_K_strided";
case UNDEFINED_TENSOR_LAYOUT: return "UNDEFINED_TENSOR_LAYOUT";
default: return "Unknown";
}
}
// ostream operator overloads for enum classes
inline std::ostream& operator<<(std::ostream& os, DataType dt) { return os << toString(dt); }
inline std::ostream& operator<<(std::ostream& os, ConvDirection dir) { return os << toString(dir); }
inline std::ostream& operator<<(std::ostream& os, ElementwiseOperation op)
{
return os << toString(op);
}
inline std::ostream& operator<<(std::ostream& os, PipelineVersion ver)
{
return os << toString(ver);
}
inline std::ostream& operator<<(std::ostream& os, GemmSpecialization spec)
{
return os << toString(spec);
}
inline std::ostream& operator<<(std::ostream& os, ConvFwdSpecialization spec)
{
return os << toString(spec);
}
inline std::ostream& operator<<(std::ostream& os, ConvBwdDataSpecialization spec)
{
return os << toString(spec);
}
inline std::ostream& operator<<(std::ostream& os, ConvBwdWeightSpecialization spec)
{
return os << toString(spec);
}
inline std::ostream& operator<<(std::ostream& os, GemmPadding padding)
{
return os << toString(padding);
}
inline std::ostream& operator<<(std::ostream& os, PipelineScheduler sched)
{
return os << toString(sched);
}
inline std::ostream& operator<<(std::ostream& os, TensorLayout layout)
{
return os << toString(layout);
}
// ostream operator overload for std::variant of convolution specializations
inline std::ostream& operator<<(std::ostream& os,
const std::variant<ConvFwdSpecialization,

23
experimental/builder/test/conv/ck/test_ckb_conv_fwd_1d_bf16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -13,15 +14,19 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_1D_BF16_ChannelsFirst_scale)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
using enum ck_tile::builder::ElementwiseOperation;
constexpr ConvSignature FwdConvSignature{
.spatial_dim = 1,
.direction = ConvDirection::FORWARD,
.data_type = DataType::BF16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCW}},
.weight = {.config = {.layout = TensorLayout::GKXC}},
.output = {.config = {.layout = TensorLayout::NGKW},
.operation = {.elementwise_operation = ElementwiseOperation::SCALE}}};
.direction = FORWARD,
.data_type = BF16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NGCW}},
.weight = {.config = {.layout = GKXC}},
.output = {.config = {.layout = NGKW}, .operation = {.elementwise_operation = SCALE}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -33,8 +38,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v2_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
"256,256,256,32",
expected_transfer_parameters,
"NGCW,GKXC,EmptyTuple,NGKW",
"PassThrough,PassThrough,Scale",
"Filter1x1Stride1Pad0",

21
experimental/builder/test/conv/ck/test_ckb_conv_fwd_1d_fp16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -12,13 +13,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_Instance_1D_FP16_ChannelsFirst)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 1,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NWGC}},
.weight = {.config = {.layout = TensorLayout::GKXC}},
.output = {.config = {.layout = TensorLayout::NWGK}}};
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NWGC}},
.weight = {.config = {.layout = GKXC}},
.output = {.config = {.layout = NWGK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle{}
@@ -29,11 +34,13 @@ TEST(FwdConvInstances,
.with_prefetch_config(1, 2, PipelineScheduler::DEFAULT);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle",
expected_transfer_parameters,
"NWGC,GKXC,EmptyTuple,NWGK",
"PassThrough,PassThrough,PassThrough",
"MNKPadding",
"64,64,32,32",
"Default"});
}

21
experimental/builder/test/conv/ck/test_ckb_conv_fwd_1d_i8.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -14,13 +15,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleD_Wmma_CShuffle_Instance_1D_FP32_ChannelsFirst_scale)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 1,
.direction = ConvDirection::FORWARD,
.data_type = DataType::I8,
.accumulation_data_type = DataType::INT32,
.input = {.config = {.layout = TensorLayout::GNWC}},
.weight = {.config = {.layout = TensorLayout::GKXC}},
.output = {.config = {.layout = TensorLayout::GNWK}}};
.direction = FORWARD,
.data_type = I8,
.accumulation_data_type = INT32,
.input = {.config = {.layout = GNWC}},
.weight = {.config = {.layout = GKXC}},
.output = {.config = {.layout = GNWK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleD_Wmma_CShuffle{}
@@ -31,8 +36,10 @@ TEST(FwdConvInstances,
.with_prefetch_config(1, 0, PipelineScheduler::DEFAULT);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleD_Wmma_CShuffle",
"128,64,64,64",
expected_transfer_parameters,
"GNWC,GKXC,EmptyTuple,GNWK",
"PassThrough,PassThrough,PassThrough",
"Default"});

40
experimental/builder/test/conv/ck/test_ckb_conv_fwd_2d_bf16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -12,13 +13,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_2D_BF16_ChannelsLast)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::BF16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NHWGC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::NHWGK}}};
.direction = FORWARD,
.data_type = BF16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NHWGC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = NHWGK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -29,8 +34,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v1_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
"256,256,256,32",
expected_transfer_parameters,
"Default",
"NHWGC,GKYXC,EmptyTuple,NHWGK",
"PassThrough,PassThrough,PassThrough",
@@ -43,13 +50,17 @@ TEST(FwdConvInstances,
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_2D_BF16_NHWGC_Filter3x3)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::BF16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NHWGC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::NHWGK}}};
.direction = FORWARD,
.data_type = BF16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NHWGC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = NHWGK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -60,7 +71,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v5_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
expected_transfer_parameters,
"Filter3x3",
"NHWGC,GKYXC,EmptyTuple,NHWGK",
"PassThrough,PassThrough,PassThrough",

30
experimental/builder/test/conv/ck/test_ckb_conv_fwd_2d_bf16_scaleadd_relu.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -12,19 +13,22 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_Instance_2D_BF16_scale_add_relu)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
using enum ck_tile::builder::ElementwiseOperation;
constexpr ConvSignature FwdConvSignature{
.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::BF16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NHWGC}},
.weight = {.config = {.layout = TensorLayout::GKYXC, .data_type = DataType::BF16}},
.output = ConvolutionTensor{
.config = {.layout = TensorLayout::NHWGK},
.operation = TensorOperation<>{.elementwise_operation =
ElementwiseOperation::SCALEADD_SCALEADD_RELU}
.with_auxiliary_operand_configs<TensorLayout::NHWGK,
TensorLayout::G_K_strided>()}};
.direction = FORWARD,
.data_type = BF16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NHWGC}},
.weight = {.config = {.layout = GKYXC, .data_type = BF16}},
.output = ConvolutionTensor{
.config = {.layout = NHWGK},
.operation = TensorOperation<>{.elementwise_operation = SCALEADD_SCALEADD_RELU}
.with_auxiliary_operand_configs<NHWGK, G_K_strided>()}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle{}
@@ -35,10 +39,12 @@ TEST(FwdConvInstances,
.with_prefetch_config(1, 1, PipelineScheduler::DEFAULT);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle",
expected_transfer_parameters,
"NHWGC,GKYXC,Tuple(NHWGK,G_K),NHWGK",
"PassThrough,PassThrough,ScaleAddScaleAddRelu",
"64,64,32,32",
"MNKPadding",
"Default"});
}

41
experimental/builder/test/conv/ck/test_ckb_conv_fwd_2d_dl_fp16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -10,13 +11,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances, Create_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK_Instance_2D_FP16_GNHWC)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNHWC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::GNHWK}}};
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = GNHWC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = GNHWK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK{}
@@ -27,8 +32,10 @@ TEST(FwdConvInstances, Create_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK_Ins
.with_dl_transfer(DlFwdTransfer);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK",
"256,128,128,16",
expected_transfer_parameters,
"Default",
"MNKPadding",
"GNHWC,GKYXC,EmptyTuple,GNHWK",
@@ -38,13 +45,17 @@ TEST(FwdConvInstances, Create_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK_Ins
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK_Instance_2D_FP16_FILTER_1X1_PAD0)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNHWC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::GNHWK}}};
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = GNHWC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = GNHWK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK{}
@@ -56,8 +67,10 @@ TEST(FwdConvInstances,
.with_dl_transfer(DlFwdTransfer);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK",
"256,128,128,16",
expected_transfer_parameters,
"Filter1x1Pad0",
"MNKPadding",
"GNHWC,GKYXC,EmptyTuple,GNHWK",

21
experimental/builder/test/conv/ck/test_ckb_conv_fwd_2d_fp16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -11,13 +12,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_2D_FP16_GNHWC)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNHWC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::GNHWK}}};
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = GNHWC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = GNHWK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -29,8 +34,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v3_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
"256,256,256,32",
expected_transfer_parameters,
"Filter1x1Pad0",
"Intrawave",
"v3",

21
experimental/builder/test/conv/ck/test_ckb_conv_fwd_2d_fp32.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -11,13 +12,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_2D_FP32_NGCHW_GKCYX)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP32,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCHW}},
.weight = {.config = {.layout = TensorLayout::GKCYX}},
.output = {.config = {.layout = TensorLayout::NGKHW}}};
.direction = FORWARD,
.data_type = FP32,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NGCHW}},
.weight = {.config = {.layout = GKCYX}},
.output = {.config = {.layout = NGKHW}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -29,8 +34,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v4_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
"256,128,128,32",
expected_transfer_parameters,
"Filter1x1Stride1Pad0",
"Intrawave",
"v4",

21
experimental/builder/test/conv/ck/test_ckb_conv_fwd_2d_fp8.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -12,13 +13,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_Instance_2D_FP8_ChannelsLast)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP8,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NHWGC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::NHWGK}}};
.direction = FORWARD,
.data_type = FP8,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NHWGC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = NHWGK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle{}
@@ -29,8 +34,10 @@ TEST(FwdConvInstances,
.with_prefetch_config(1, 1, PipelineScheduler::DEFAULT);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle",
"256,256,128,32",
expected_transfer_parameters,
"Default",
"NHWGC,GKYXC,EmptyTuple,NHWGK",
"PassThrough,PassThrough,PassThrough",

41
experimental/builder/test/conv/ck/test_ckb_conv_fwd_2d_large_tensor_fp16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -11,13 +12,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor_Instance_2D_FP16_GNHWC)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNHWC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::GNHWK}}};
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = GNHWC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = GNHWK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor{
@@ -30,8 +35,10 @@ TEST(FwdConvInstances,
.with_prefetch_config(1, 1, PipelineScheduler::DEFAULT)};
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor",
"256,256,128,32",
expected_transfer_parameters,
"Default",
"GNHWC,GKYXC,EmptyTuple,GNHWK",
"PassThrough,PassThrough,PassThrough",
@@ -42,13 +49,17 @@ TEST(
FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor_Instance_2D_FP16_GNHWC_Filter1x1Pad0)
{
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 2,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNHWC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::GNHWK}}};
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = GNHWC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = GNHWK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor{
@@ -61,8 +72,10 @@ TEST(
.with_prefetch_config(1, 1, PipelineScheduler::DEFAULT)};
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor",
"128,128,128,32",
expected_transfer_parameters,
"Filter1x1Pad0",
"GNHWC,GKYXC,EmptyTuple,GNHWK",
"PassThrough,PassThrough,PassThrough",

24
experimental/builder/test/conv/ck/test_ckb_conv_fwd_3d_bf16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -12,14 +13,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_3D_BF16_GNDHWC)
{
constexpr ConvSignature FwdConvSignature{
.spatial_dim = 3,
.direction = ConvDirection::FORWARD,
.data_type = DataType::BF16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNDHWC}},
.weight = {.config = {.layout = TensorLayout::GKZYXC}},
.output = {.config = {.layout = TensorLayout::GNDHWK}}};
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 3,
.direction = FORWARD,
.data_type = BF16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = GNDHWC}},
.weight = {.config = {.layout = GKZYXC}},
.output = {.config = {.layout = GNDHWK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -30,8 +34,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v3_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
"256,256,256,32",
expected_transfer_parameters,
"Default",
"Intrawave",
"v3",

24
experimental/builder/test/conv/ck/test_ckb_conv_fwd_3d_fp16.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -12,14 +13,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_3D_FP16_NDHWGC_ChannelsLast)
{
constexpr ConvSignature FwdConvSignature{
.spatial_dim = 3,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NDHWGC}},
.weight = {.config = {.layout = TensorLayout::GKZYXC}},
.output = {.config = {.layout = TensorLayout::NDHWGK}}};
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 3,
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NDHWGC}},
.weight = {.config = {.layout = GKZYXC}},
.output = {.config = {.layout = NDHWGK}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -31,8 +35,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v4_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
"256,128,128,32",
expected_transfer_parameters,
"Filter1x1Pad0",
"Intrawave",
"v4",

24
experimental/builder/test/conv/ck/test_ckb_conv_fwd_3d_fp32.cpp
View File

@@ -3,6 +3,7 @@
#include "utils/ckb_conv_test_configs.hpp"
#include "utils/ckb_conv_test_utils.hpp"
#include "utils/conv_algorithm_type_utils.hpp"
namespace {
@@ -12,14 +13,17 @@ using namespace ck_tile::builder::test_utils;
TEST(FwdConvInstances,
Create_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3_Instance_3D_FP32_ChannelsFirst)
{
constexpr ConvSignature FwdConvSignature{
.spatial_dim = 3,
.direction = ConvDirection::FORWARD,
.data_type = DataType::FP32,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCDHW}},
.weight = {.config = {.layout = TensorLayout::GKCZYX}},
.output = {.config = {.layout = TensorLayout::NGKDHW}}};
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::DataType;
using enum ck_tile::builder::TensorLayout;
constexpr ConvSignature FwdConvSignature{.spatial_dim = 3,
.direction = FORWARD,
.data_type = FP32,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NGCDHW}},
.weight = {.config = {.layout = GKCZYX}},
.output = {.config = {.layout = NGKDHW}}};
constexpr auto FwdConvAlgorithm =
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3{}
@@ -31,8 +35,10 @@ TEST(FwdConvInstances,
.with_block_gemm(BlockGemmDesc_v1_intrawave);
using Builder = ConvBuilder<FwdConvSignature, FwdConvAlgorithm>;
const auto expected_transfer_parameters = to_string(FwdConvAlgorithm);
run_test<Builder>({"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3",
"256,256,256,32",
expected_transfer_parameters,
"Filter1x1Pad0",
"Intrawave",
"v1",

52
experimental/builder/test/conv/ck/test_conv_traits.cpp
View File

@@ -12,6 +12,12 @@
namespace {
using ck_tile::builder::ConvDirection;
using ck_tile::builder::DataType;
using ck_tile::builder::ElementwiseOperation;
using ck_tile::builder::PipelineScheduler;
using ck_tile::builder::PipelineVersion;
using ck_tile::builder::TensorLayout;
using ::testing::ElementsAre;
// Test fixture for ConvTraits tests
@@ -84,15 +90,13 @@ TEST_F(ConvTraitsTest, ConvFwdTraitsExtraction)
// Verify signature information
EXPECT_EQ(Traits::spatial_dim, 2);
EXPECT_EQ(Traits::direction, ck_tile::builder::ConvDirection::FORWARD);
EXPECT_EQ(Traits::direction, ConvDirection::FORWARD);
EXPECT_THAT(Traits::layout,
::testing::ElementsAre(ck_tile::builder::TensorLayout::GNHWC,
ck_tile::builder::TensorLayout::GKYXC,
ck_tile::builder::TensorLayout::GNHWK));
EXPECT_EQ(Traits::data_type, ck_tile::builder::DataType::FP16);
EXPECT_EQ(Traits::input_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::weight_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::output_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
ElementsAre(TensorLayout::GNHWC, TensorLayout::GKYXC, TensorLayout::GNHWK));
EXPECT_EQ(Traits::data_type, DataType::FP16);
EXPECT_EQ(Traits::input_element_op, ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::weight_element_op, ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::output_element_op, ElementwiseOperation::PASS_THROUGH);
// Verify specializations
EXPECT_EQ(Traits::gemm_padding, ck_tile::builder::GemmPadding::DEFAULT);
@@ -145,8 +149,8 @@ TEST_F(ConvTraitsTest, ConvFwdTraitsExtraction)
EXPECT_EQ(Traits::c_tile_transfer.scalar_per_vector, 8);
// Verify pipeline configuration
EXPECT_EQ(Traits::pipeline_scheduler, ck_tile::builder::PipelineScheduler::INTRAWAVE);
EXPECT_EQ(Traits::pipeline_version, ck_tile::builder::PipelineVersion::V1);
EXPECT_EQ(Traits::pipeline_scheduler, PipelineScheduler::INTRAWAVE);
EXPECT_EQ(Traits::pipeline_version, PipelineVersion::V1);
}
// Test ConvTraits with DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle
@@ -214,15 +218,13 @@ TEST_F(ConvTraitsTest, ConvFwdBaseTraitsExtraction)
// Verify signature information
EXPECT_EQ(Traits::spatial_dim, 2);
EXPECT_EQ(Traits::direction, ck_tile::builder::ConvDirection::FORWARD);
EXPECT_EQ(Traits::direction, ConvDirection::FORWARD);
EXPECT_THAT(Traits::layout,
::testing::ElementsAre(ck_tile::builder::TensorLayout::GNHWC,
ck_tile::builder::TensorLayout::GKYXC,
ck_tile::builder::TensorLayout::GNHWK));
EXPECT_EQ(Traits::data_type, ck_tile::builder::DataType::FP16);
EXPECT_EQ(Traits::input_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::weight_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::output_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
ElementsAre(TensorLayout::GNHWC, TensorLayout::GKYXC, TensorLayout::GNHWK));
EXPECT_EQ(Traits::data_type, DataType::FP16);
EXPECT_EQ(Traits::input_element_op, ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::weight_element_op, ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::output_element_op, ElementwiseOperation::PASS_THROUGH);
// Verify specializations
EXPECT_EQ(Traits::gemm_padding, ck_tile::builder::GemmPadding::DEFAULT);
@@ -300,15 +302,13 @@ TEST_F(ConvTraitsTest, ConvFwdLargeTensorTraitsExtraction)
// Verify signature information
EXPECT_EQ(Traits::spatial_dim, 2);
EXPECT_EQ(Traits::direction, ck_tile::builder::ConvDirection::FORWARD);
EXPECT_EQ(Traits::direction, ConvDirection::FORWARD);
EXPECT_THAT(Traits::layout,
::testing::ElementsAre(ck_tile::builder::TensorLayout::GNHWC,
ck_tile::builder::TensorLayout::GKYXC,
ck_tile::builder::TensorLayout::GNHWK));
EXPECT_EQ(Traits::data_type, ck_tile::builder::DataType::FP16);
EXPECT_EQ(Traits::input_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::weight_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::output_element_op, ck_tile::builder::ElementwiseOperation::PASS_THROUGH);
ElementsAre(TensorLayout::GNHWC, TensorLayout::GKYXC, TensorLayout::GNHWK));
EXPECT_EQ(Traits::data_type, DataType::FP16);
EXPECT_EQ(Traits::input_element_op, ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::weight_element_op, ElementwiseOperation::PASS_THROUGH);
EXPECT_EQ(Traits::output_element_op, ElementwiseOperation::PASS_THROUGH);
// Verify specializations
EXPECT_EQ(Traits::gemm_padding, ck_tile::builder::GemmPadding::DEFAULT);

4
experimental/builder/test/impl/conv_signature_types.hpp
View File

@@ -14,8 +14,8 @@ struct TensorConfig
{
TensorLayout layout;
// Optional data types, override the type defined in the signature if provided.
DataType data_type{DataType::UNDEFINDED};
DataType compute_type{DataType::UNDEFINDED};
DataType data_type{DataType::UNDEFINED_DATA_TYPE};
DataType compute_type{DataType::UNDEFINED_DATA_TYPE};
};
template <TensorConfig... Configs>

864
experimental/builder/test/test_ck_factory_grouped_convolution_forward_convscale.cpp
View File

@@ -76,54 +76,54 @@ struct F8_ConvScale
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
// clang-format on
};
};
@@ -141,54 +141,54 @@ struct F8_BF8_comb1_ConvScale
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,bf8,Default,1>"
// clang-format on
};
};
@@ -206,54 +206,54 @@ struct F8_BF8_comb2_ConvScale
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,bf8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,bf8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,bf8,Default,1>"
// clang-format on
};
};
@@ -271,54 +271,54 @@ struct F8_BF8_comb3_ConvScale
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,bf8,fp8,Default,1>"
// clang-format on
};
};
@@ -336,54 +336,54 @@ struct F8_float_CombConvScale
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
// clang-format on
};
};
@@ -401,54 +401,54 @@ struct F8_ConvScaleRelu
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvScaleRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
// clang-format on
};
};
@@ -466,54 +466,54 @@ struct F8_CombConvScaleRelu
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,UnaryCombinedOp,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
// clang-format on
};
};
@@ -531,54 +531,54 @@ struct F8_ConvScaleAdd
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK),NDHWGK,fp8,fp8,fp32,fp32,Tuple(fp32),fp8,PassThrough,PassThrough,ConvScaleAdd,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
// clang-format on
};
};
@@ -596,54 +596,54 @@ struct F8_ConvInvscale
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,32,32,8,8,32,32,2,1,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,128,64,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,32,128,32,8,8,32,32,1,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,128,64,128,32,8,8,32,32,2,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,256,32,8,8,32,32,2,4,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,128,64,32,8,8,32,32,2,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,256,64,128,32,8,8,32,32,1,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,32,64,32,8,8,32,32,1,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp8,fp8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp8,fp8,fp32,fp32,EmptyTuple,fp8,PassThrough,PassThrough,ConvInvscale,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),8,fp8,fp8,Default,1>"
// clang-format on
};
};

48
experimental/builder/test/test_ck_factory_grouped_convolution_forward_dynamic_op.cpp
View File

@@ -85,9 +85,9 @@ struct DyOp_F32_2
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
// clang-format on
};
};
@@ -98,9 +98,9 @@ struct DyOp_F32_3
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp32,fp32,fp32,fp32,EmptyTuple,fp32,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
// clang-format on
};
};
@@ -111,9 +111,9 @@ struct DyOp_F16_2
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
// clang-format on
};
};
@@ -124,9 +124,9 @@ struct DyOp_F16_3
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,fp16,fp16,fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
// clang-format on
};
};
@@ -137,9 +137,9 @@ struct DyOp_BF16_2
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
// clang-format on
};
};
@@ -150,9 +150,9 @@ struct DyOp_BF16_3
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,bf16,bf16,fp32,bf16,EmptyTuple,bf16,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
// clang-format on
};
};
@@ -163,9 +163,9 @@ struct DyOp_INT8_2
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
// clang-format on
};
};
@@ -176,9 +176,9 @@ struct DyOp_INT8_3
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,s8,s8,s32,s8,EmptyTuple,s8,PassThrough,PassThrough,DynamicUnaryOp,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
// clang-format on
};
};

96
experimental/builder/test/test_ck_factory_grouped_convolution_forward_scaleadd_ab.cpp
View File

@@ -53,18 +53,18 @@ struct F32
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp32,fp32),Tuple(fp32,fp32),fp32,fp32,EmptyTuple,fp32,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
// clang-format on
};
};
@@ -75,18 +75,18 @@ struct F16
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(fp16,fp16),Tuple(fp16,fp16),fp32,fp16,EmptyTuple,fp16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
// clang-format on
};
};
@@ -97,18 +97,18 @@ struct BF16
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(bf16,bf16),Tuple(bf16,bf16),fp32,bf16,EmptyTuple,bf16,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
// clang-format on
};
};
@@ -119,18 +119,18 @@ struct S8
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,EmptyTuple,NDHWGK,Tuple(s8,s8),Tuple(s8,s8),s32,s8,EmptyTuple,s8,ScaleAdd,ScaleAdd,PassThrough,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,1,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
// clang-format on
};
};

96
experimental/builder/test/test_ck_factory_grouped_convolution_forward_scaleadd_scaleadd_relu.cpp
View File

@@ -54,18 +54,18 @@ struct F32
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,1,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,16,4,4,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,16,4,4,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,16,1,16),4,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,16,4,4,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,4,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp32,fp32,fp32,fp32,Tuple(fp32,fp32),fp32,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,16,4,4,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,4,true,1,1,Seq(1,8,1,8),1,fp32,fp32,Default,1>"
// clang-format on
};
};
@@ -76,18 +76,18 @@ struct F16
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,fp16,fp16,fp32,fp16,Tuple(fp16,fp16),fp16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,fp16,fp16,Default,1>"
// clang-format on
};
};
@@ -98,18 +98,18 @@ struct BF16
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,bf16,bf16,fp32,bf16,Tuple(bf16,bf16),bf16,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,bf16,bf16,Default,1>"
// clang-format on
};
};
@@ -120,18 +120,18 @@ struct S8
constexpr static auto expected = {
// clang-format off
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,1,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Default,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,128,128,32,8,8,32,32,2,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,256,256,128,32,8,8,32,32,4,2,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,64,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,32,1,8),8,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,32,32,8,8,32,32,2,1,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>",
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<3,NDHWGC,GKZYXC,Tuple(NDHWGK,G_K),NDHWGK,s8,s8,s32,s8,Tuple(fp32,fp32),s8,PassThrough,PassThrough,ScaleAddScaleAddRelu,Filter1x1Stride1Pad0,MNKPadding,1,64,64,64,32,8,8,32,32,2,2,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,Seq(4,16,1),Seq(1,0,2),Seq(1,0,2),2,1,8,true,1,1,Seq(1,16,1,4),1,s8,s8,Default,1>"
// clang-format on
};
};

48
experimental/builder/test/test_conv_description.cpp
View File

@@ -30,8 +30,8 @@ static_assert(!ckb::TensorOperatorDescriptor<InvalidTensorOp>);
struct TensorConfig
{
ckb::TensorLayout layout;
ckb::DataType data_type{ckb::DataType::UNDEFINDED};
ckb::DataType compute_type{ckb::DataType::UNDEFINDED};
ckb::DataType data_type{ckb::DataType::UNDEFINED_DATA_TYPE};
ckb::DataType compute_type{ckb::DataType::UNDEFINED_DATA_TYPE};
};
struct ConvTensorSimple
@@ -55,39 +55,49 @@ struct ConvTensorWithInvalidOp
// This includes dimensionality, direction, data layout, and data type.
struct ConvSignature
{
using enum ckb::DataType;
using enum ckb::TensorLayout;
int spatial_dim = 2;
ckb::DataType data_type = ckb::DataType::FP16;
ckb::DataType accumulation_data_type = ckb::DataType::FP32;
ConvTensorSimple input = {.config = {ckb::TensorLayout::GNHWC}};
ConvTensorSimple weight = {.config = {ckb::TensorLayout::GKYXC}};
ConvTensorSimple output = {.config = {ckb::TensorLayout::GNHWK}};
ckb::DataType data_type = FP16;
ckb::DataType accumulation_data_type = FP32;
ConvTensorSimple input = {.config = {GNHWC}};
ConvTensorSimple weight = {.config = {GKYXC}};
ConvTensorSimple output = {.config = {GNHWK}};
};
static_assert(ckb::ConvSignatureDescriptor<ConvSignature>);
// Compile time tests for concepts
struct ConvSignatureWithOptionalParams
{
using enum ckb::DataType;
using enum ckb::TensorLayout;
using enum ckb::ConvDirection;
using enum ckb::ElementwiseOperation;
int spatial_dim = 2;
ckb::DataType data_type = ckb::DataType::FP16;
ckb::DataType accumulation_data_type = ckb::DataType::FP32;
ckb::ConvDirection direction = ckb::ConvDirection::FORWARD;
ckb::DataType data_type = FP16;
ckb::DataType accumulation_data_type = FP32;
ckb::ConvDirection direction = FORWARD;
ConvTensorWithOp input = {
.config = {ckb::TensorLayout::GNHWC, ckb::DataType::FP16},
.config = {GNHWC, FP16},
};
ConvTensorWithOp weight = {.config = {ckb::TensorLayout::GKYXC, ckb::DataType::FP16}};
ConvTensorWithOp output = {.config = {ckb::TensorLayout::GNHWK, ckb::DataType::FP16},
.operation = {ckb::ElementwiseOperation::SCALE}};
ConvTensorWithOp weight = {.config = {GKYXC, FP16}};
ConvTensorWithOp output = {.config = {GNHWK, FP16}, .operation = {SCALE}};
};
static_assert(ckb::ConvSignatureDescriptor<ConvSignatureWithOptionalParams>);
struct ConvSignatureWithInvalidOptionalParams
{
using enum ckb::DataType;
using enum ckb::TensorLayout;
int spatial_dim = 2;
ckb::DataType data_type = ckb::DataType::FP16;
ckb::DataType accumulation_data_type = ckb::DataType::FP32;
ConvTensorWithInvalidOp input = {.config = {ckb::TensorLayout::GNHWC}};
ConvTensorWithInvalidOp weight = {.config = {ckb::TensorLayout::GKYXC}};
ConvTensorWithInvalidOp output = {.config = {ckb::TensorLayout::GNHWK}};
ckb::DataType data_type = FP16;
ckb::DataType accumulation_data_type = FP32;
ConvTensorWithInvalidOp input = {.config = {GNHWC}};
ConvTensorWithInvalidOp weight = {.config = {GKYXC}};
ConvTensorWithInvalidOp output = {.config = {GNHWK}};
};
static_assert(!ckb::ConvSignatureDescriptor<ConvSignatureWithInvalidOptionalParams>);

12
experimental/builder/test/test_fwd_instance_traits.cpp
View File

@@ -262,14 +262,14 @@ TEST(InstanceTraits, V3InstanceStringReturnsCorrectFormat)
",2" // ABlockTransferSrcVectorDim
",8" // ABlockTransferSrcScalarPerVector
",8" // ABlockTransferDstScalarPerVector_AK1
",1" // ABlockLdsExtraM
",true" // ABlockLdsExtraM
",Seq(4,64,1)" // BBlockTransferThreadClusterLengths
",Seq(1,0,2)" // BBlockTransferThreadClusterArrangeOrder
",Seq(1,0,2)" // BBlockTransferSrcAccessOrder
",2" // BBlockTransferSrcVectorDim
",8" // BBlockTransferSrcScalarPerVector
",8" // BBlockTransferDstScalarPerVector_BK1
",1" // BBlockLdsExtraN
",true" // BBlockLdsExtraN
",1" // CShuffleMXdlPerWavePerShuffle
",1" // CShuffleNXdlPerWavePerShuffle
",Seq(1,32,1,8)" // CDEBlockTransferClusterLengths
@@ -377,14 +377,14 @@ TEST(InstanceTraits, BaseInstanceStringReturnsCorrectFormat)
",2" // ABlockTransferSrcVectorDim
",8" // ABlockTransferSrcScalarPerVector
",8" // ABlockTransferDstScalarPerVector_AK1
",1" // ABlockLdsExtraM
",true" // ABlockLdsExtraM
",Seq(4,64,1)" // BBlockTransferThreadClusterLengths
",Seq(1,0,2)" // BBlockTransferThreadClusterArrangeOrder
",Seq(1,0,2)" // BBlockTransferSrcAccessOrder
",2" // BBlockTransferSrcVectorDim
",8" // BBlockTransferSrcScalarPerVector
",8" // BBlockTransferDstScalarPerVector_BK1
",1" // BBlockLdsExtraN
",true" // BBlockLdsExtraN
",1" // CShuffleMXdlPerWavePerShuffle
",1" // CShuffleNXdlPerWavePerShuffle
",Seq(1,32,1,8)" // CDEBlockTransferClusterLengths
@@ -492,14 +492,14 @@ TEST(InstanceTraits, LargeTensorInstanceStringReturnsCorrectFormat)
",2" // ABlockTransferSrcVectorDim
",8" // ABlockTransferSrcScalarPerVector
",8" // ABlockTransferDstScalarPerVector_AK1
",1" // ABlockLdsExtraM
",true" // ABlockLdsExtraM
",Seq(4,64,1)" // BBlockTransferThreadClusterLengths
",Seq(1,0,2)" // BBlockTransferThreadClusterArrangeOrder
",Seq(1,0,2)" // BBlockTransferSrcAccessOrder
",2" // BBlockTransferSrcVectorDim
",8" // BBlockTransferSrcScalarPerVector
",8" // BBlockTransferDstScalarPerVector_BK1
",1" // BBlockLdsExtraN
",true" // BBlockLdsExtraN
",1" // CShuffleMXdlPerWavePerShuffle
",1" // CShuffleNXdlPerWavePerShuffle
",Seq(1,32,1,8)" // CDEBlockTransferClusterLengths

4
experimental/builder/test/test_instance_string_fwd_grp_conv.cpp
View File

@@ -60,14 +60,14 @@ std::string expected_str = "DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle"
",2" // ABlockTransferSrcVectorDim
",1" // ABlockTransferSrcScalarPerVector
",8" // ABlockTransferDstScalarPerVector_AK1
",1" // ABlockLdsExtraM
",true" // ABlockLdsExtraM
",Seq(4,16,1)" // BBlockTransferThreadClusterLengths
",Seq(1,0,2)" // BBlockTransferThreadClusterArrangeOrder
",Seq(1,0,2)" // BBlockTransferSrcAccessOrder
",2" // BBlockTransferSrcVectorDim
",1" // BBlockTransferSrcScalarPerVector
",8" // BBlockTransferDstScalarPerVector_BK1
",1" // BBlockLdsExtraN
",true" // BBlockLdsExtraN
",1" // CShuffleMXdlPerWavePerShuffle
",1" // CShuffleNXdlPerWavePerShuffle
",Seq(1,16,1,4)" // CDEBlockTransferClusterLengths

4
experimental/builder/test/test_instance_string_fwd_grp_conv_large_tensor.cpp
View File

@@ -60,14 +60,14 @@ std::string expected_str = "DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Ten
",2" // ABlockTransferSrcVectorDim
",1" // ABlockTransferSrcScalarPerVector
",8" // ABlockTransferDstScalarPerVector_AK1
",1" // ABlockLdsExtraM
",true" // ABlockLdsExtraM
",Seq(4,16,1)" // BBlockTransferThreadClusterLengths
",Seq(1,0,2)" // BBlockTransferThreadClusterArrangeOrder
",Seq(1,0,2)" // BBlockTransferSrcAccessOrder
",2" // BBlockTransferSrcVectorDim
",1" // BBlockTransferSrcScalarPerVector
",8" // BBlockTransferDstScalarPerVector_BK1
",1" // BBlockLdsExtraN
",true" // BBlockLdsExtraN
",1" // CShuffleMXdlPerWavePerShuffle
",1" // CShuffleNXdlPerWavePerShuffle
",Seq(1,16,1,4)" // CDEBlockTransferClusterLengths

4
experimental/builder/test/test_instance_string_fwd_grp_conv_v3.cpp
View File

@@ -60,14 +60,14 @@ std::string expected_str = "DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3"
",2" // ABlockTransferSrcVectorDim
",8" // ABlockTransferSrcScalarPerVector
",8" // ABlockTransferDstScalarPerVector_AK1
",0" // ABlockLdsExtraM
",false" // ABlockLdsExtraM
",Seq(8,32,1)" // BBlockTransferThreadClusterLengths
",Seq(1,0,2)" // BBlockTransferThreadClusterArrangeOrder
",Seq(1,0,2)" // BBlockTransferSrcAccessOrder
",2" // BBlockTransferSrcVectorDim
",8" // BBlockTransferSrcScalarPerVector
",8" // BBlockTransferDstScalarPerVector_BK1
",0" // BBlockLdsExtraN
",false" // BBlockLdsExtraN
",1" // CShuffleMXdlPerWavePerShuffle
",1" // CShuffleNXdlPerWavePerShuffle
",Seq(1,32,1,8)" // CDEBlockTransferClusterLengths

4
experimental/builder/test/test_testing_utils.cpp
View File

@@ -34,8 +34,8 @@ TEST(InstanceSet, FromFactory)
const auto* el =
"DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle<2,NHWGC,GKYXC,EmptyTuple,NHWGK,fp16,fp16,"
"fp32,fp16,EmptyTuple,fp16,PassThrough,PassThrough,PassThrough,Default,MNKPadding,1,128,"
"128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,1,Seq(4,32,1),Seq(1,0,2),"
"Seq(1,0,2),2,8,8,1,1,1,Seq(1,16,1,8),8,fp16,fp16,Default,1>";
"128,128,32,8,8,32,32,4,2,Seq(4,32,1),Seq(1,0,2),Seq(1,0,2),2,8,8,true,Seq(4,32,1),"
"Seq(1,0,2),Seq(1,0,2),2,8,8,true,1,1,Seq(1,16,1,8),8,fp16,fp16,Default,1>";
EXPECT_THAT(instances.instances, testing::Contains(el));
}

278
experimental/builder/test/unit_conv_tensor_layout.cpp
View File

@@ -9,27 +9,34 @@
namespace {
namespace ckb = ::ck_tile::builder;
using ::ck_tile::builder::DataType;
using ::ck_tile::builder::ElementwiseOperation;
using ::ck_tile::builder::TensorLayout;
using ::ck_tile::builder::factory::internal::AuxiliaryTensorLayouts;
using ::ck_tile::builder::factory::internal::ConvTensorLayouts;
using ::ck_tile::builder::factory::internal::LayoutToCK;
namespace ckb = ck_tile::builder;
using ck_tile::builder::DataType;
using ck_tile::builder::ElementwiseOperation;
using ck_tile::builder::TensorLayout;
using ck_tile::builder::factory::internal::AuxiliaryTensorLayouts;
using ck_tile::builder::factory::internal::ConvTensorLayouts;
using ck_tile::builder::factory::internal::LayoutToCK;
using ck_tile::builder::test::ConvolutionTensor;
using ck_tile::builder::test::ConvSignature;
using ck_tile::builder::test::TensorConfig;
using ck_tile::builder::test::TensorOperation;
using namespace ::ck_tile::builder::test;
using enum ::ck_tile::builder::ConvDirection;
namespace enums {
using enum ck_tile::builder::ConvDirection;
using enum ck_tile::builder::TensorLayout;
using enum ck_tile::builder::DataType;
} // namespace enums
TEST(ConvTensorLayout, AssignsLayoutsFor1D_NWGC_GKXC_NWGK)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NWGC}},
.weight = {.config = {.layout = TensorLayout::GKXC}},
.output = {.config = {.layout = TensorLayout::NWGK}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NWGC}},
.weight = {.config = {.layout = GKXC}},
.output = {.config = {.layout = NWGK}}};
using TensorLayouts = ConvTensorLayouts<sig, 1, FORWARD>;
@@ -41,14 +48,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor1D_NWGC_GKXC_NWGK)
TEST(ConvTensorLayout, AssignsLayoutsFor1D_NGCW_GKXC_NGKW)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCW}},
.weight = {.config = {.layout = TensorLayout::GKXC}},
.output = {.config = {.layout = TensorLayout::NGKW}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NGCW}},
.weight = {.config = {.layout = GKXC}},
.output = {.config = {.layout = NGKW}}};
using TensorLayouts = ConvTensorLayouts<sig, 1, FORWARD>;
@@ -60,14 +67,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor1D_NGCW_GKXC_NGKW)
TEST(ConvTensorLayout, AssignsLayoutsFor1D_GNWC_GKXC_GNWK)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNWC}},
.weight = {.config = {.layout = TensorLayout::GKXC}},
.output = {.config = {.layout = TensorLayout::GNWK}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = GNWC}},
.weight = {.config = {.layout = GKXC}},
.output = {.config = {.layout = GNWK}}};
using TensorLayouts = ConvTensorLayouts<sig, 1, FORWARD>;
@@ -79,14 +86,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor1D_GNWC_GKXC_GNWK)
TEST(ConvTensorLayout, AssignsLayoutsFor1D_NGCW_GKCX_NGKW)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCW}},
.weight = {.config = {.layout = TensorLayout::GKCX}},
.output = {.config = {.layout = TensorLayout::NGKW}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 1,
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NGCW}},
.weight = {.config = {.layout = GKCX}},
.output = {.config = {.layout = NGKW}}};
using TensorLayouts = ConvTensorLayouts<sig, 1, FORWARD>;
@@ -98,14 +105,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor1D_NGCW_GKCX_NGKW)
TEST(ConvTensorLayout, AssignsLayoutsFor2D_NGCHW_GKYXC_NGKHW)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCHW}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::NGKHW}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = FP16,
.accumulation_data_type = FP32,
.input = {.config = {.layout = NGCHW}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = NGKHW}}};
using TensorLayouts = ConvTensorLayouts<sig, 2, FORWARD>;
@@ -117,14 +124,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor2D_NGCHW_GKYXC_NGKHW)
TEST(ConvTensorLayout, AssignsLayoutsFor2D_NHWGC_GKYXC_NHWGK)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NHWGC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::NHWGK}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = NHWGC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = NHWGK}}};
using TensorLayouts = ConvTensorLayouts<sig, 2, FORWARD>;
@@ -136,14 +143,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor2D_NHWGC_GKYXC_NHWGK)
TEST(ConvTensorLayout, AssignsLayoutsFor2D_GNHWC_GKYXC_GNHWK)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNHWC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::GNHWK}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = GNHWC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = GNHWK}}};
using TensorLayouts = ConvTensorLayouts<sig, 2, FORWARD>;
@@ -155,14 +162,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor2D_GNHWC_GKYXC_GNHWK)
TEST(ConvTensorLayout, AssignsLayoutsFor2D_NGCHW_GKCYX_NGKHW)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCHW}},
.weight = {.config = {.layout = TensorLayout::GKCYX}},
.output = {.config = {.layout = TensorLayout::NGKHW}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 2,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = NGCHW}},
.weight = {.config = {.layout = GKCYX}},
.output = {.config = {.layout = NGKHW}}};
using TensorLayouts = ConvTensorLayouts<sig, 2, FORWARD>;
@@ -174,14 +181,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor2D_NGCHW_GKCYX_NGKHW)
TEST(ConvTensorLayout, AssignsLayoutsFor3D_NGCDHW_GKCZYX_NGKDHW)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 3,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCDHW}},
.weight = {.config = {.layout = TensorLayout::GKCZYX}},
.output = {.config = {.layout = TensorLayout::NGKDHW}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 3,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = NGCDHW}},
.weight = {.config = {.layout = GKCZYX}},
.output = {.config = {.layout = NGKDHW}}};
using TensorLayouts = ConvTensorLayouts<sig, 3, FORWARD>;
@@ -193,14 +200,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor3D_NGCDHW_GKCZYX_NGKDHW)
TEST(ConvTensorLayout, AssignsLayoutsFor3D_NDHWGC_GKZYXC_NDHWGK)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 3,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NDHWGC}},
.weight = {.config = {.layout = TensorLayout::GKZYXC}},
.output = {.config = {.layout = TensorLayout::NDHWGK}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 3,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = NDHWGC}},
.weight = {.config = {.layout = GKZYXC}},
.output = {.config = {.layout = NDHWGK}}};
using TensorLayouts = ConvTensorLayouts<sig, 3, FORWARD>;
@@ -212,14 +219,14 @@ TEST(ConvTensorLayout, AssignsLayoutsFor3D_NDHWGC_GKZYXC_NDHWGK)
TEST(ConvTensorLayout, AssignsLayoutsFor3D_GNDHWC_GKZYXC_GNDHWK)
{
static constexpr auto sig =
ConvSignature<>{.spatial_dim = 3,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNDHWC}},
.weight = {.config = {.layout = TensorLayout::GKZYXC}},
.output = {.config = {.layout = TensorLayout::GNDHWK}}};
using namespace enums;
static constexpr auto sig = ConvSignature<>{.spatial_dim = 3,
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = GNDHWC}},
.weight = {.config = {.layout = GKZYXC}},
.output = {.config = {.layout = GNDHWK}}};
using TensorLayouts = ConvTensorLayouts<sig, 3, FORWARD>;
@@ -261,8 +268,10 @@ struct MockAuxiliaryTensorConfig
TEST(AuxiliaryTensorLayoutIntegration, SingleBiasTensorWithG_K_Layout)
{
using namespace enums;
static constexpr std::array<MockAuxiliaryTensorConfig, 1> aux_configs = {
MockAuxiliaryTensorConfig{.layout = TensorLayout::G_K_strided}};
MockAuxiliaryTensorConfig{.layout = G_K_strided}};
using AuxLayouts = AuxiliaryTensorLayouts<aux_configs, 2, FORWARD>;
@@ -273,6 +282,8 @@ TEST(AuxiliaryTensorLayoutIntegration, SingleBiasTensorWithG_K_Layout)
TEST(AuxiliaryTensorLayoutIntegration, SingleBiasTensorWithGC_Layout)
{
using namespace enums;
static constexpr std::array<MockAuxiliaryTensorConfig, 1> aux_configs = {
MockAuxiliaryTensorConfig{.layout = TensorLayout::GC}};
@@ -285,8 +296,10 @@ TEST(AuxiliaryTensorLayoutIntegration, SingleBiasTensorWithGC_Layout)
TEST(AuxiliaryTensorLayoutIntegration, SingleBiasTensorWithG_C_Layout)
{
using namespace enums;
static constexpr std::array<MockAuxiliaryTensorConfig, 1> aux_configs = {
MockAuxiliaryTensorConfig{.layout = TensorLayout::G_C_strided}};
MockAuxiliaryTensorConfig{.layout = G_C_strided}};
using AuxLayouts = AuxiliaryTensorLayouts<aux_configs, 2, FORWARD>;
@@ -297,9 +310,11 @@ TEST(AuxiliaryTensorLayoutIntegration, SingleBiasTensorWithG_C_Layout)
TEST(AuxiliaryTensorLayoutIntegration, TwoAuxiliaryTensors)
{
using namespace enums;
static constexpr std::array<MockAuxiliaryTensorConfig, 2> aux_configs = {
MockAuxiliaryTensorConfig{.layout = TensorLayout::G_K_strided},
MockAuxiliaryTensorConfig{.layout = TensorLayout::GC}};
MockAuxiliaryTensorConfig{.layout = GC}};
using AuxLayouts = AuxiliaryTensorLayouts<aux_configs, 2, FORWARD>;
@@ -311,10 +326,12 @@ TEST(AuxiliaryTensorLayoutIntegration, TwoAuxiliaryTensors)
TEST(AuxiliaryTensorLayoutIntegration, ThreeAuxiliaryTensors)
{
using namespace enums;
static constexpr std::array<MockAuxiliaryTensorConfig, 3> aux_configs = {
MockAuxiliaryTensorConfig{.layout = TensorLayout::G_K_strided},
MockAuxiliaryTensorConfig{.layout = TensorLayout::GC},
MockAuxiliaryTensorConfig{.layout = TensorLayout::G_C_strided}};
MockAuxiliaryTensorConfig{.layout = G_K_strided},
MockAuxiliaryTensorConfig{.layout = GC},
MockAuxiliaryTensorConfig{.layout = G_C_strided}};
using AuxLayouts = AuxiliaryTensorLayouts<aux_configs, 2, FORWARD>;
@@ -327,8 +344,10 @@ TEST(AuxiliaryTensorLayoutIntegration, ThreeAuxiliaryTensors)
TEST(AuxiliaryTensorLayoutIntegration, WorksWith1DConvolution)
{
using namespace enums;
static constexpr std::array<MockAuxiliaryTensorConfig, 1> aux_configs = {
MockAuxiliaryTensorConfig{.layout = TensorLayout::G_K_strided}};
MockAuxiliaryTensorConfig{.layout = G_K_strided}};
using AuxLayouts = AuxiliaryTensorLayouts<aux_configs, 1, FORWARD>;
@@ -339,8 +358,10 @@ TEST(AuxiliaryTensorLayoutIntegration, WorksWith1DConvolution)
TEST(AuxiliaryTensorLayoutIntegration, WorksWith3DConvolution)
{
using namespace enums;
static constexpr std::array<MockAuxiliaryTensorConfig, 1> aux_configs = {
MockAuxiliaryTensorConfig{.layout = TensorLayout::GC}};
MockAuxiliaryTensorConfig{.layout = GC}};
using AuxLayouts = AuxiliaryTensorLayouts<aux_configs, 3, FORWARD>;
@@ -351,7 +372,8 @@ TEST(AuxiliaryTensorLayoutIntegration, WorksWith3DConvolution)
TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithSingleBiasG_K)
{
using OutputOp = TensorOperation<TensorConfig{.layout = TensorLayout::G_K_strided}>;
using namespace enums;
using OutputOp = TensorOperation<TensorConfig{.layout = G_K_strided}>;
static constexpr auto sig =
ConvSignature<ConvolutionTensor<>, ConvolutionTensor<>, ConvolutionTensor<OutputOp>>{
@@ -359,9 +381,9 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithSingleBiasG_K)
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NGCHW}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::NGKHW},
.input = {.config = {.layout = NGCHW}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = NGKHW},
.operation =
OutputOp{.elementwise_operation = ElementwiseOperation::SCALE}}};
@@ -377,7 +399,8 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithSingleBiasG_K)
TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithSingleBiasGC)
{
using OutputOp = TensorOperation<TensorConfig{.layout = TensorLayout::GC}>;
using namespace enums;
using OutputOp = TensorOperation<TensorConfig{.layout = GC}>;
static constexpr auto sig =
ConvSignature<ConvolutionTensor<>, ConvolutionTensor<>, ConvolutionTensor<OutputOp>>{
@@ -385,9 +408,9 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithSingleBiasGC)
.direction = FORWARD,
.data_type = DataType::BF16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NHWGC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::NHWGK},
.input = {.config = {.layout = NHWGC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = NHWGK},
.operation =
OutputOp{.elementwise_operation = ElementwiseOperation::SCALE}}};
@@ -403,8 +426,9 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithSingleBiasGC)
TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithTwoAuxiliaryTensors)
{
using OutputOp = TensorOperation<TensorConfig{.layout = TensorLayout::G_K_strided},
TensorConfig{.layout = TensorLayout::GC}>;
using namespace enums;
using OutputOp =
TensorOperation<TensorConfig{.layout = G_K_strided}, TensorConfig{.layout = GC}>;
static constexpr auto sig =
ConvSignature<ConvolutionTensor<>, ConvolutionTensor<>, ConvolutionTensor<OutputOp>>{
@@ -412,9 +436,9 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithTwoAuxiliaryTensors)
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::GNHWC}},
.weight = {.config = {.layout = TensorLayout::GKYXC}},
.output = {.config = {.layout = TensorLayout::GNHWK},
.input = {.config = {.layout = GNHWC}},
.weight = {.config = {.layout = GKYXC}},
.output = {.config = {.layout = GNHWK},
.operation = OutputOp{.elementwise_operation =
ElementwiseOperation::SCALEADD_SCALEADD_RELU}}};
@@ -431,7 +455,8 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv2DWithTwoAuxiliaryTensors)
TEST(ConvTensorLayoutsWithAuxiliary, Conv1DWithBias)
{
using OutputOp = TensorOperation<TensorConfig{.layout = TensorLayout::G_K_strided}>;
using namespace enums;
using OutputOp = TensorOperation<TensorConfig{.layout = G_K_strided}>;
static constexpr auto sig =
ConvSignature<ConvolutionTensor<>, ConvolutionTensor<>, ConvolutionTensor<OutputOp>>{
@@ -439,9 +464,9 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv1DWithBias)
.direction = FORWARD,
.data_type = DataType::FP32,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NWGC}},
.weight = {.config = {.layout = TensorLayout::GKXC}},
.output = {.config = {.layout = TensorLayout::NWGK},
.input = {.config = {.layout = NWGC}},
.weight = {.config = {.layout = GKXC}},
.output = {.config = {.layout = NWGK},
.operation =
OutputOp{.elementwise_operation = ElementwiseOperation::SCALE}}};
@@ -457,7 +482,8 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv1DWithBias)
TEST(ConvTensorLayoutsWithAuxiliary, Conv3DWithBias)
{
using OutputOp = TensorOperation<TensorConfig{.layout = TensorLayout::G_C_strided}>;
using namespace enums;
using OutputOp = TensorOperation<TensorConfig{.layout = G_C_strided}>;
static constexpr auto sig =
ConvSignature<ConvolutionTensor<>, ConvolutionTensor<>, ConvolutionTensor<OutputOp>>{
@@ -465,9 +491,9 @@ TEST(ConvTensorLayoutsWithAuxiliary, Conv3DWithBias)
.direction = FORWARD,
.data_type = DataType::FP16,
.accumulation_data_type = DataType::FP32,
.input = {.config = {.layout = TensorLayout::NDHWGC}},
.weight = {.config = {.layout = TensorLayout::GKZYXC}},
.output = {.config = {.layout = TensorLayout::NDHWGK},
.input = {.config = {.layout = NDHWGC}},
.weight = {.config = {.layout = GKZYXC}},
.output = {.config = {.layout = NDHWGK},
.operation = OutputOp{.elementwise_operation =
ElementwiseOperation::BIAS_BNORM_CLAMP}}};

346
experimental/builder/test/utils/conv_algorithm_type_utils.hpp Normal file
View File

@@ -0,0 +1,346 @@
// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
// SPDX-License-Identifier: MIT
#pragma once
#include "../impl/conv_algorithm_types.hpp"
#include <sstream>
#include <array>
namespace ck_tile::builder::test {
namespace ckb = ck_tile::builder;
// Helper function to convert arrays to Seq(...) format
template <typename T, size_t N>
std::string array_to_seq(const std::array<T, N>& arr)
{
std::ostringstream oss;
oss << "Seq(";
for(size_t i = 0; i < N; ++i)
{
if(i > 0)
oss << ",";
oss << arr[i];
}
oss << ")";
return oss.str();
}
// Base template - will cause compilation error for unsupported types
template <typename T>
std::string to_string(T)
{
static_assert(sizeof(T) == 0, "Unsupported type");
return "";
}
// Template specializations for enum types
template <>
inline std::string to_string<PipelineVersion>(PipelineVersion t)
{
std::ostringstream oss;
oss << t;
return oss.str();
}
template <>
inline std::string to_string<PipelineScheduler>(PipelineScheduler t)
{
std::ostringstream oss;
oss << t;
return oss.str();
}
template <>
inline std::string to_string<ConvFwdSpecialization>(ConvFwdSpecialization t)
{
std::ostringstream oss;
oss << t;
return oss.str();
}
template <>
inline std::string to_string<GemmSpecialization>(GemmSpecialization t)
{
std::ostringstream oss;
oss << t;
return oss.str();
}
// Template specializations for struct types
template <>
inline std::string to_string<MNK<size_t>>(MNK<size_t> t)
{
return array_to_seq(std::array<size_t, 3>{t.m, t.n, t.k});
}
template <>
inline std::string to_string<ThreadBlock>(ThreadBlock t)
{
std::ostringstream oss;
oss << t.block_size << "," << t.tile_size.m << "," << t.tile_size.n << "," << t.tile_size.k;
return oss.str();
}
template <>
inline std::string to_string<GridwiseXdlGemm>(GridwiseXdlGemm t)
{
std::ostringstream oss;
oss << t.ak1 << "," << t.bk1 << "," << t.m_per_xdl << "," << t.n_per_xdl << ","
<< t.m_xdl_per_wave << "," << t.n_xdl_per_wave;
return oss.str();
}
template <>
inline std::string to_string<GridwiseWmmaGemm>(GridwiseWmmaGemm t)
{
std::ostringstream oss;
oss << t.k1 << "," << t.m_per_wmma << "," << t.n_per_wmma << "," << t.m_wmma_per_wave << ","
<< t.n_wmma_per_wave;
return oss.str();
}
template <>
inline std::string to_string<BlockGemm>(BlockGemm t)
{
std::ostringstream oss;
oss << to_string(t.scheduler) << "," << to_string(t.pipeline_version);
return oss.str();
}
template <>
inline std::string to_string<BlockTransfer>(BlockTransfer t)
{
return array_to_seq(std::array<size_t, 3>{t.k0, t.m_n, t.k1});
}
template <>
inline std::string to_string<ThreadCluster>(ThreadCluster t)
{
return array_to_seq(
std::array<size_t, 4>{t.m_block, t.m_wave_per_xdl, t.n_block, t.n_wave_per_xdl});
}
template <>
inline std::string to_string<LdsTransfer>(LdsTransfer t)
{
std::ostringstream oss;
oss << t.src_vector_dim << "," << t.src_scalar_per_vector << "," << t.lds_dst_scalar_per_vector
<< "," << (t.lds_padding ? "true" : "false") << ","
<< (t.is_direct_load ? "true" : "false");
return oss.str();
}
template <>
inline std::string to_string<AccessOrder>(AccessOrder t)
{
return array_to_seq(t.order);
}
template <>
inline std::string to_string<TransferAB>(TransferAB t)
{
std::ostringstream oss;
oss << to_string(t.block_transfer) << "," << to_string(t.block_transfer_access_order) << ","
<< to_string(t.src_access_order) << "," << t.lds_transfer.src_vector_dim << ","
<< t.lds_transfer.src_scalar_per_vector << "," << t.lds_transfer.lds_dst_scalar_per_vector
<< "," << (t.lds_transfer.lds_padding ? "true" : "false");
return oss.str();
}
template <>
inline std::string to_string<TransferC>(TransferC t)
{
std::ostringstream oss;
oss << t.epilogue.m_xdl_per_wave_per_shuffle << "," << t.epilogue.n_per_wave_per_shuffle << ","
<< to_string(t.thread_cluster_dims) << "," << t.epilogue.scalar_per_vector;
return oss.str();
}
template <>
inline std::string to_string<TransferABC>(TransferABC t)
{
std::ostringstream oss;
oss << to_string(t.a) << "," << to_string(t.b) << "," << to_string(t.c);
return oss.str();
}
template <>
inline std::string to_string<DlThreadConfig>(DlThreadConfig t)
{
std::ostringstream oss;
oss << t.k1 << "," << t.m1_per_thread << "," << t.n1_per_thread << "," << t.k_per_thread;
return oss.str();
}
template <>
inline std::string to_string<DlThreadCluster>(DlThreadCluster t)
{
std::ostringstream oss;
oss << array_to_seq(t.m1_xs) << "," << array_to_seq(t.n1_xs);
return oss.str();
}
template <>
inline std::string to_string<DlBlockTransfer>(DlBlockTransfer t)
{
std::ostringstream oss;
oss << array_to_seq(t.thread_slice_lengths) << "," << array_to_seq(t.thread_cluster_lengths)
<< "," << array_to_seq(t.thread_cluster_arrange_order) << ","
<< array_to_seq(t.src_access_order) << "," << array_to_seq(t.src_vector_tensor_lengths)
<< "," << array_to_seq(t.src_vector_tensor_contiguous_dim_order) << ","
<< array_to_seq(t.dst_vector_tensor_lengths);
return oss.str();
}
template <>
inline std::string to_string<DlEpilogue>(DlEpilogue t)
{
std::ostringstream oss;
oss << array_to_seq(t.src_dst_access_order) << "," << t.src_dst_vector_dim << ","
<< t.dst_scalar_per_vector;
return oss.str();
}
template <>
inline std::string to_string<DlBlockTransferAB>(DlBlockTransferAB t)
{
return to_string(t.block_transfer);
}
template <>
inline std::string to_string<DlBlockTransferC>(DlBlockTransferC t)
{
return to_string(t.epilogue);
}
template <>
inline std::string to_string<DlTransferABC>(DlTransferABC t)
{
std::ostringstream oss;
oss << to_string(t.a) << "," << to_string(t.b) << "," << to_string(t.c);
return oss.str();
}
// Template specializations for factory wrapper types
template <>
inline std::string to_string<ThreadBlock_>(ThreadBlock_ t)
{
return to_string(t.thread_block);
}
template <>
inline std::string to_string<XdlGemm_>(XdlGemm_ t)
{
return to_string(t.gridwise_gemm);
}
template <>
inline std::string to_string<WmmaGemm_>(WmmaGemm_ t)
{
return to_string(t.gridwise_gemm);
}
template <>
inline std::string to_string<Transfer_>(Transfer_ t)
{
return to_string(t.transfer);
}
template <>
inline std::string to_string<ConvSpecialization_>(ConvSpecialization_ t)
{
std::ostringstream oss;
oss << to_string(t.fwd_specialization) << "," << to_string(t.gemm_specialization);
return oss.str();
}
template <>
inline std::string to_string<Prefetch_>(Prefetch_ t)
{
std::ostringstream oss;
oss << t.num_gemm_k_prefetch_stages << "," << t.num_groups_to_merge << ","
<< to_string(t.loop_scheduler);
return oss.str();
}
template <>
inline std::string to_string<BlockGemm_>(BlockGemm_ t)
{
return to_string(t.block_gemm);
}
template <>
inline std::string to_string<DlThreadConfig_>(DlThreadConfig_ t)
{
return to_string(t.thread_config);
}
template <>
inline std::string to_string<DlThreadCluster_>(DlThreadCluster_ t)
{
return to_string(t.thread_cluster);
}
template <>
inline std::string to_string<DlTransfer_>(DlTransfer_ t)
{
return to_string(t.transfer);
}
// Template specializations for algorithm types
template <>
inline std::string to_string<ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle>(
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle t)
{
std::ostringstream oss;
oss << to_string(static_cast<ThreadBlock_>(t)) << "," << to_string(static_cast<XdlGemm_>(t))
<< "," << to_string(static_cast<Transfer_>(t));
return oss.str();
}
template <>
inline std::string to_string<ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3>(
ConvAlgorithm_DeviceGroupedConvFwdMultipleABD_Xdl_CShuffle_V3 t)
{
std::ostringstream oss;
oss << to_string(static_cast<ThreadBlock_>(t)) << "," << to_string(static_cast<XdlGemm_>(t))
<< "," << to_string(static_cast<Transfer_>(t));
return oss.str();
}
template <>
inline std::string to_string<ConvAlgorithm_DeviceGroupedConvFwdMultipleD_Wmma_CShuffle>(
ConvAlgorithm_DeviceGroupedConvFwdMultipleD_Wmma_CShuffle t)
{
std::ostringstream oss;
oss << to_string(static_cast<ThreadBlock_>(t)) << "," << to_string(static_cast<WmmaGemm_>(t))
<< "," << to_string(static_cast<Transfer_>(t));
return oss.str();
}
template <>
inline std::string to_string<ConvAlgorithm_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK>(
ConvAlgorithm_DeviceGroupedConvFwdDlMultipleD_NHWC_KYXC_NHWK t)
{
std::ostringstream oss;
oss << to_string(static_cast<ThreadBlock_>(t)) << ","
<< to_string(static_cast<DlThreadConfig_>(t)) << ","
<< to_string(static_cast<DlThreadCluster_>(t)) << ","
<< to_string(static_cast<DlTransfer_>(t));
return oss.str();
}
template <>
inline std::string to_string<ConvAlgorithm_DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor>(
ConvAlgorithm_DeviceGroupedConvFwdMultipleD_Xdl_CShuffle_Large_Tensor t)
{
return to_string(t.base_algorithm);
}
} // namespace ck_tile::builder::test