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Commit 01192e26 authored by Jing Zhang's avatar Jing Zhang
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test mfma builtins

parent acbd7bd7
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composable_kernel/include/utility/amd_xdlops.hpp
View file @ 01192e26
...@@ -6,22 +6,6 @@ ...@@ -6,22 +6,6 @@
namespace ck { namespace ck {
// A, B, C, cbsz, abid, blgp // A, B, C, cbsz, abid, blgp
// fp32
extern "C" __device__ float32_t llvm_intrin_amdgcn_mfma_f32_32x32x1f32(
float, float, float32_t, int, int, int) __asm("llvm.amdgcn.mfma.f32.32x32x1f32");
extern "C" __device__ float16_t llvm_intrin_amdgcn_mfma_f32_32x32x2f32(
float, float, float16_t, int, int, int) __asm("llvm.amdgcn.mfma.f32.32x32x2f32");
extern "C" __device__ float4_t llvm_intrin_amdgcn_mfma_f32_16x16x4f32(
float, float, float4_t, int, int, int) __asm("llvm.amdgcn.mfma.f32.16x16x4f32");
extern "C" __device__ float16_t llvm_intrin_amdgcn_mfma_f32_16x16x1f32(
float, float, float16_t, int, int, int) __asm("llvm.amdgcn.mfma.f32.16x16x1f32");
extern "C" __device__ float4_t llvm_intrin_amdgcn_mfma_f32_4x4x1f32(
float, float, float4_t, int, int, int) __asm("llvm.amdgcn.mfma.f32.4x4x1f32");
// fp16 // fp16
extern "C" __device__ float32_t llvm_intrin_amdgcn_mfma_f32_32x32x4f16( extern "C" __device__ float32_t llvm_intrin_amdgcn_mfma_f32_32x32x4f16(
half4_t, half4_t, float32_t, int, int, int) __asm("llvm.amdgcn.mfma.f32.32x32x4f16"); half4_t, half4_t, float32_t, int, int, int) __asm("llvm.amdgcn.mfma.f32.32x32x4f16");
...@@ -86,9 +70,9 @@ struct intrin_mfma_f32_32x32x1f32<64, 64> ...@@ -86,9 +70,9 @@ struct intrin_mfma_f32_32x32x1f32<64, 64>
template <class FloatC> template <class FloatC>
__device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c) __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
{ {
reg_c.template AsType<float32_t>()(Number<0>{}) = llvm_intrin_amdgcn_mfma_f32_32x32x1f32( reg_c.template AsType<float32_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x1f32(
reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0); reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0);
reg_c.template AsType<float32_t>()(Number<1>{}) = llvm_intrin_amdgcn_mfma_f32_32x32x1f32( reg_c.template AsType<float32_t>()(Number<1>{}) = __builtin_amdgcn_mfma_f32_32x32x1f32(
reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<1>{}], 1, 1, 0); reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<1>{}], 1, 1, 0);
} }
}; };
...@@ -99,7 +83,7 @@ struct intrin_mfma_f32_32x32x1f32<32, 64> ...@@ -99,7 +83,7 @@ struct intrin_mfma_f32_32x32x1f32<32, 64>
template <class FloatC> template <class FloatC>
__device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c) __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
{ {
reg_c.template AsType<float32_t>()(Number<0>{}) = llvm_intrin_amdgcn_mfma_f32_32x32x1f32( reg_c.template AsType<float32_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x1f32(
reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0); reg_a, reg_b, reg_c.template AsType<float32_t>()[Number<0>{}], 1, 0, 0);
} }
}; };
...@@ -113,7 +97,7 @@ struct intrin_mfma_f32_32x32x2f32<32, 32> ...@@ -113,7 +97,7 @@ struct intrin_mfma_f32_32x32x2f32<32, 32>
template <class FloatC> template <class FloatC>
__device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c) __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
{ {
reg_c.template AsType<float16_t>()(Number<0>{}) = llvm_intrin_amdgcn_mfma_f32_32x32x2f32( reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_32x32x2f32(
reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0); reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 0, 0, 0);
} }
}; };
...@@ -127,7 +111,7 @@ struct intrin_mfma_f32_16x16x4f32<16, 16> ...@@ -127,7 +111,7 @@ struct intrin_mfma_f32_16x16x4f32<16, 16>
template <class FloatC> template <class FloatC>
__device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c) __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
{ {
reg_c.template AsType<float4_t>()(Number<0>{}) = llvm_intrin_amdgcn_mfma_f32_16x16x4f32( reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x4f32(
reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0); reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 0, 0, 0);
} }
}; };
...@@ -141,8 +125,7 @@ struct intrin_mfma_f32_16x16x1f32<16, 64> ...@@ -141,8 +125,7 @@ struct intrin_mfma_f32_16x16x1f32<16, 64>
template <class FloatC> template <class FloatC>
__device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c) __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
{ {
reg_c.template AsType<float16_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_16x16x1f32(
reg_c.template AsType<float16_t>()(Number<0>{}) = llvm_intrin_amdgcn_mfma_f32_16x16x1f32(
reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 2, 0, 0); reg_a, reg_b, reg_c.template AsType<float16_t>()[Number<0>{}], 2, 0, 0);
} }
}; };
...@@ -156,7 +139,7 @@ struct intrin_mfma_f32_4x4x1f32<4, 64> ...@@ -156,7 +139,7 @@ struct intrin_mfma_f32_4x4x1f32<4, 64>
template <class FloatC> template <class FloatC>
__device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c) __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
{ {
reg_c.template AsType<float4_t>()(Number<0>{}) = llvm_intrin_amdgcn_mfma_f32_4x4x1f32( reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_4x4x1f32(
reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0); reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0);
} }
}; };
...@@ -167,9 +150,9 @@ struct intrin_mfma_f32_4x4x1f32<8, 64> ...@@ -167,9 +150,9 @@ struct intrin_mfma_f32_4x4x1f32<8, 64>
template <class FloatC> template <class FloatC>
__device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c) __device__ static void Run(const float& reg_a, const float& reg_b, FloatC& reg_c)
{ {
reg_c.template AsType<float4_t>()(Number<0>{}) = llvm_intrin_amdgcn_mfma_f32_4x4x1f32( reg_c.template AsType<float4_t>()(Number<0>{}) = __builtin_amdgcn_mfma_f32_4x4x1f32(
reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0); reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<0>{}], 4, 0, 0);
reg_c.template AsType<float4_t>()(Number<1>{}) = llvm_intrin_amdgcn_mfma_f32_4x4x1f32( reg_c.template AsType<float4_t>()(Number<1>{}) = __builtin_amdgcn_mfma_f32_4x4x1f32(
reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<1>{}], 4, 1, 0); reg_a, reg_b, reg_c.template AsType<float4_t>()[Number<1>{}], 4, 1, 0);
} }
}; };
......
host/driver_offline/include/device_gemm_xdlops_mk_kn_mn.hpp
View file @ 01192e26
...@@ -332,9 +332,9 @@ void device_gemm_xdlops_mk_kn_mn(const Tensor<ABType>& a_m_k, ...@@ -332,9 +332,9 @@ void device_gemm_xdlops_mk_kn_mn(const Tensor<ABType>& a_m_k,
constexpr index_t CThreadTransferDstScalarPerVector = 1; constexpr index_t CThreadTransferDstScalarPerVector = 1;
#endif #endif
const auto K = a_m_k.mDesc.GetLengths()[1]; const index_t K = a_m_k.mDesc.GetLengths()[1];
const auto M = a_m_k.mDesc.GetLengths()[0]; const index_t M = a_m_k.mDesc.GetLengths()[0];
const auto N = b_k_n.mDesc.GetLengths()[1]; const index_t N = b_k_n.mDesc.GetLengths()[1];
constexpr auto K1Number = Number<K1>{}; constexpr auto K1Number = Number<K1>{};
const auto K0 = K / K1Number; const auto K0 = K / K1Number;
......
host/driver_offline/include/driver_gemm_xdlops_v2r3.hpp
View file @ 01192e26
...@@ -5,6 +5,7 @@ ...@@ -5,6 +5,7 @@
#include "tensor_descriptor.hpp" #include "tensor_descriptor.hpp"
#include "tensor_descriptor_helper.hpp" #include "tensor_descriptor_helper.hpp"
#include "gridwise_gemm_xdlops_v2r3.hpp" #include "gridwise_gemm_xdlops_v2r3.hpp"
#include "element_wise_operation.hpp"
template <ck::index_t BlockSize, template <ck::index_t BlockSize,
typename FloatAB, typename FloatAB,
...@@ -70,6 +71,8 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -70,6 +71,8 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
constexpr auto I1 = Number<1>{}; constexpr auto I1 = Number<1>{};
constexpr auto I2 = Number<2>{}; constexpr auto I2 = Number<2>{};
using ElementwiseOperation = ck::tensor_operation::element_wise::PassThrough;
using GridwiseGemm = using GridwiseGemm =
GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3<BlockSize, GridwiseGemm_k0mk1_k0nk1_mn_xdlops_v2r3<BlockSize,
FloatAB, FloatAB,
...@@ -79,6 +82,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -79,6 +82,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
AGridDesc_K0_M_K1, AGridDesc_K0_M_K1,
BGridDesc_K0_N_K, BGridDesc_K0_N_K,
CMNGridDesc, CMNGridDesc,
ElementwiseOperation,
ElementwiseOperation,
ElementwiseOperation,
MPerBlock, MPerBlock,
NPerBlock, NPerBlock,
KPerBlock, KPerBlock,
...@@ -87,7 +93,6 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -87,7 +93,6 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
K1, K1,
MRepeat, MRepeat,
NRepeat, NRepeat,
ABlockTransferThreadSliceLengths_K0_M_K1,
ABlockTransferThreadClusterLengths_K0_M_K1, ABlockTransferThreadClusterLengths_K0_M_K1,
ABlockTransferThreadClusterArrangeOrder, ABlockTransferThreadClusterArrangeOrder,
ABlockTransferSrcAccessOrder, ABlockTransferSrcAccessOrder,
...@@ -95,7 +100,7 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -95,7 +100,7 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
ABlockTransferSrcScalarPerVector, ABlockTransferSrcScalarPerVector,
ABlockTransferDstScalarPerVector_K1, ABlockTransferDstScalarPerVector_K1,
AThreadTransferSrcResetCoordinateAfterRun, AThreadTransferSrcResetCoordinateAfterRun,
BBlockTransferThreadSliceLengths_K0_N_K1, ABlockLdsAddExtraM,
BBlockTransferThreadClusterLengths_K0_N_K1, BBlockTransferThreadClusterLengths_K0_N_K1,
BBlockTransferThreadClusterArrangeOrder, BBlockTransferThreadClusterArrangeOrder,
BBlockTransferSrcAccessOrder, BBlockTransferSrcAccessOrder,
...@@ -103,17 +108,10 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -103,17 +108,10 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
BBlockTransferSrcScalarPerVector, BBlockTransferSrcScalarPerVector,
BBlockTransferDstScalarPerVector_K1, BBlockTransferDstScalarPerVector_K1,
BThreadTransferSrcResetCoordinateAfterRun, BThreadTransferSrcResetCoordinateAfterRun,
BBlockLdsAddExtraN,
CThreadTransferSrcDstAccessOrder, CThreadTransferSrcDstAccessOrder,
CThreadTransferSrcDstVectorDim, CThreadTransferSrcDstVectorDim,
CThreadTransferDstScalarPerVector, CThreadTransferDstScalarPerVector>;
AGridStepHacks,
BGridStepHacks,
CGridStepHacks,
AGridMoveSliceWindowStepHacks,
BGridMoveSliceWindowStepHacks,
CAccessOrderMRepeatNRepeat,
ABlockLdsAddExtraM,
BBlockLdsAddExtraN>;
{ {
std::cout << "a_grid_desc_k0_m_k1{" << a_grid_desc_k0_m_k1.GetLength(I0) << ", " std::cout << "a_grid_desc_k0_m_k1{" << a_grid_desc_k0_m_k1.GetLength(I0) << ", "
...@@ -152,6 +150,8 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -152,6 +150,8 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
float ave_time = 0; float ave_time = 0;
auto element_op_ = ElementwiseOperation{};
#if CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VALUE #if CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VALUE
if(has_main_k0_block_loop) if(has_main_k0_block_loop)
{ {
...@@ -162,6 +162,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -162,6 +162,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
remove_reference_t<AGridDesc_K0_M_K1>, remove_reference_t<AGridDesc_K0_M_K1>,
remove_reference_t<BGridDesc_K0_N_K>, remove_reference_t<BGridDesc_K0_N_K>,
remove_reference_t<CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2>, remove_reference_t<CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2>,
ElementwiseOperation,
ElementwiseOperation,
ElementwiseOperation,
remove_reference_t<Block2CTileMap>, remove_reference_t<Block2CTileMap>,
true>; true>;
...@@ -176,6 +179,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -176,6 +179,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
a_grid_desc_k0_m_k1, a_grid_desc_k0_m_k1,
b_grid_desc_k0_n_k1, b_grid_desc_k0_n_k1,
c_m0_n0_m1_n1_m2_m3_m4_n2_grid_desc, c_m0_n0_m1_n1_m2_m3_m4_n2_grid_desc,
element_op_,
element_op_,
element_op_,
block_2_ctile_map); block_2_ctile_map);
} }
else else
...@@ -187,6 +193,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -187,6 +193,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
remove_reference_t<AGridDesc_K0_M_K1>, remove_reference_t<AGridDesc_K0_M_K1>,
remove_reference_t<BGridDesc_K0_N_K>, remove_reference_t<BGridDesc_K0_N_K>,
remove_reference_t<CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2>, remove_reference_t<CGridDesc_M0_N0_M1_N1_M2_M3_M4_N2>,
ElementwiseOperation,
ElementwiseOperation,
ElementwiseOperation,
remove_reference_t<Block2CTileMap>, remove_reference_t<Block2CTileMap>,
false>; false>;
...@@ -201,6 +210,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid, ...@@ -201,6 +210,9 @@ __host__ float driver_gemm_xdlops_v2r3(const FloatAB* p_a_grid,
a_grid_desc_k0_m_k1, a_grid_desc_k0_m_k1,
b_grid_desc_k0_n_k1, b_grid_desc_k0_n_k1,
c_m0_n0_m1_n1_m2_m3_m4_n2_grid_desc, c_m0_n0_m1_n1_m2_m3_m4_n2_grid_desc,
element_op_,
element_op_,
element_op_,
block_2_ctile_map); block_2_ctile_map);
} }
#elif CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VOID_POINTER #elif CK_EXPERIMENTAL_PASS_TENSOR_DESCRIPTOR_BY_VOID_POINTER
......
script/profile_gemm.sh
View file @ 01192e26
...@@ -24,22 +24,22 @@ REPEAT=$7 ...@@ -24,22 +24,22 @@ REPEAT=$7
#$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1024 1024 1024 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1024 1024 1024
#$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2048 2048 2048 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2048 2048 2048
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 960 1024 1024 -1 -1 -1 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 960 1024 1024 -1 -1 -1
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1920 2048 2048 -1 -1 -1 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1920 2048 2048 -1 -1 -1
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 3840 4096 4096 -1 -1 -1 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 3840 4096 4096 -1 -1 -1
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 7680 8192 8192 -1 -1 -1 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 7680 8192 8192 -1 -1 -1
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1024 1024 1024 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1024 1024 1024
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2048 2048 2048 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2048 2048 2048
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096 4096 4096 4096 4096 4096 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096 4096 4096 4096 4096 4096
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192 8192 8192 8192 8192 8192 $DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192 8192 8192 8192 8192 8192
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1056 1056 1056 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1056 1056 1056
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2080 2080 2080 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2080 2080 2080
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096 4096 4096 4128 4128 4128 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096 4096 4096 4128 4128 4128
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192 8192 8192 8224 8224 8224 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192 8192 8192 8224 8224 8224
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1088 1088 1088 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 1024 1024 1024 1088 1088 1088
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2112 2112 2112 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 2048 2048 2048 2112 2112 2112
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096 4096 4096 4160 4160 4160 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 4096 4096 4096 4160 4160 4160
$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192 8192 8192 8256 8256 8256 #$DRIVER $OP $DATATYPE $LAYOUT $VERIFY $INIT $LOG $REPEAT 8192 8192 8192 8256 8256 8256
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