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"qa/L0_tensorflow_lint/pylintrc" did not exist on "0963b288168bae18df8360000b835cd601b4de33"
Unverified Commit 0166515c authored by PanZezhong1725's avatar PanZezhong1725 Committed by GitHub
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Merge branch 'main' into issue/300

parents f0300ff3 a23c4d13
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Showing with 441 additions and 186 deletions
src/infiniop/ops/add/metax/add_metax.h 0 → 100644
View file @ 0166515c
#ifndef __ADD_METAX_API_H__
#define __ADD_METAX_API_H__
#include "../../../elementwise/metax/elementwise_metax_api.h"
ELEMENTWISE_DESCRIPTOR(add, metax)
#endif // __ADD_METAX_API_H__
src/infiniop/ops/add/metax/add_metax.maca 0 → 100644
View file @ 0166515c
#include "add_metax.h"
#include "../../../elementwise/metax/elementwise_metax.h"
#include "../cuda/kernel.cuh"
namespace op::add::metax {
Descriptor::~Descriptor() = default;
infiniStatus_t Descriptor::create(
infiniopHandle_t handle_,
Descriptor **desc_ptr,
infiniopTensorDescriptor_t out_desc,
std::vector<infiniopTensorDescriptor_t> input_desc_vec) {
auto handle = reinterpret_cast<device::metax::Handle *>(handle_);
auto dtype = out_desc->dtype();
const auto &a_desc = input_desc_vec.at(0);
const auto &b_desc = input_desc_vec.at(1);
const auto &c_shape = out_desc->shape();
const auto &a_shape = a_desc->shape();
const auto &b_shape = b_desc->shape();
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64, INFINI_DTYPE_BF16);
CHECK_SAME_SHAPE(c_shape, a_shape, b_shape);
// create CUDA elementwise descriptor
CREATE_ELEMENTWISE_METAX_DESCRIPTOR(handle, dtype, out_desc, input_desc_vec)
return INFINI_STATUS_SUCCESS;
}
infiniStatus_t Descriptor::calculate(
void *workspace,
size_t workspace_size,
void *output,
std::vector<const void *> inputs,
void *stream) const {
if (workspace_size < _workspace_size) {
return INFINI_STATUS_INSUFFICIENT_WORKSPACE;
}
switch (_dtype) {
case INFINI_DTYPE_F16:
return _device_info->calculate<256, cuda::AddOp, half>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_BF16:
return _device_info->calculate<256, cuda::AddOp, cuda_bfloat16>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F32:
return _device_info->calculate<256, cuda::AddOp, float>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F64:
return _device_info->calculate<256, cuda::AddOp, double>(_info, workspace, output, inputs, stream);
default:
return INFINI_STATUS_BAD_TENSOR_DTYPE;
}
return INFINI_STATUS_SUCCESS;
}
} // namespace op::add::metax
src/infiniop/ops/sub/cuda/sub_cuda.cu → src/infiniop/ops/add/nvidia/add_nvidia.cu
View file @ 0166515c
#include "sub_cuda.cuh"
#include "sub_cuda_internal.cuh"
#include "../../../elementwise/nvidia/elementwise_nvidia.cuh"
namespace op::sub::cuda {
#include "../cuda/kernel.cuh"
#include "add_nvidia.cuh"
namespace op::add::nvidia {
Descriptor::~Descriptor() = default;
......@@ -11,7 +13,7 @@ infiniStatus_t Descriptor::create(
infiniopTensorDescriptor_t out_desc,
std::vector<infiniopTensorDescriptor_t> input_desc_vec) {
auto handle = reinterpret_cast<device::cuda::Handle *>(handle_);
auto handle = reinterpret_cast<device::nvidia::Handle *>(handle_);
auto dtype = out_desc->dtype();
const auto &a_desc = input_desc_vec.at(0);
......@@ -20,7 +22,7 @@ infiniStatus_t Descriptor::create(
const auto &a_shape = a_desc->shape();
const auto &b_shape = b_desc->shape();
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64);
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64, INFINI_DTYPE_BF16);
CHECK_SAME_SHAPE(c_shape, a_shape, b_shape);
......@@ -43,15 +45,17 @@ infiniStatus_t Descriptor::calculate(
switch (_dtype) {
case INFINI_DTYPE_F16:
return _device_info->calculate<256, SubOp, half>(_info, workspace, output, inputs, stream);
return _device_info->calculate<256, cuda::AddOp, half>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_BF16:
return _device_info->calculate<256, cuda::AddOp, cuda_bfloat16>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F32:
return _device_info->calculate<256, SubOp, float>(_info, workspace, output, inputs, stream);
return _device_info->calculate<256, cuda::AddOp, float>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F64:
return _device_info->calculate<256, SubOp, double>(_info, workspace, output, inputs, stream);
return _device_info->calculate<256, cuda::AddOp, double>(_info, workspace, output, inputs, stream);
default:
return INFINI_STATUS_BAD_TENSOR_DTYPE;
}
return INFINI_STATUS_SUCCESS;
}
} // namespace op::sub::cuda
} // namespace op::add::nvidia
src/infiniop/ops/add/cuda/add_cuda.cuh → src/infiniop/ops/add/nvidia/add_nvidia.cuh
View file @ 0166515c
#ifndef __ADD_CUDA_API_H__
#define __ADD_CUDA_API_H__
#include "../../../elementwise/cuda/elementwise_cuda_api.cuh"
#include "../../../elementwise/nvidia/elementwise_nvidia_api.cuh"
ELEMENTWISE_DESCRIPTOR(add, cuda)
ELEMENTWISE_DESCRIPTOR(add, nvidia)
#endif // __ADD_CUDA_API_H__
src/infiniop/ops/add/operator.cc
View file @ 0166515c
......@@ -5,8 +5,11 @@
#ifdef ENABLE_CPU_API
#include "cpu/add_cpu.h"
#endif
#ifdef ENABLE_CUDA_API
#include "cuda/add_cuda.cuh"
#if defined(ENABLE_NVIDIA_API) || defined(ENABLE_ILUVATAR_API)
#include "nvidia/add_nvidia.cuh"
#endif
#ifdef ENABLE_METAX_API
#include "metax/add_metax.h"
#endif
__C infiniStatus_t infiniopCreateAddDescriptor(
......@@ -30,8 +33,14 @@ __C infiniStatus_t infiniopCreateAddDescriptor(
#ifdef ENABLE_CPU_API
CREATE(INFINI_DEVICE_CPU, cpu);
#endif
#ifdef ENABLE_CUDA_API
CREATE(INFINI_DEVICE_NVIDIA, cuda);
#ifdef ENABLE_NVIDIA_API
CREATE(INFINI_DEVICE_NVIDIA, nvidia);
#endif
#ifdef ENABLE_ILUVATAR_API
CREATE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
CREATE(INFINI_DEVICE_METAX, metax);
#endif
default:
......@@ -46,14 +55,20 @@ __C infiniStatus_t infiniopGetAddWorkspaceSize(infiniopAddDescriptor_t desc, siz
#define GET(CASE, NAMESPACE) \
case CASE: \
*size = reinterpret_cast<op::add::NAMESPACE::Descriptor *>(desc)->workspaceSize(); \
return INFINI_STATUS_SUCCESS;
return INFINI_STATUS_SUCCESS
switch (desc->device_type) {
#ifdef ENABLE_CPU_API
GET(INFINI_DEVICE_CPU, cpu)
GET(INFINI_DEVICE_CPU, cpu);
#endif
#ifdef ENABLE_NVIDIA_API
GET(INFINI_DEVICE_NVIDIA, nvidia);
#endif
#ifdef ENABLE_ILUVATAR_API
GET(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_CUDA_API
GET(INFINI_DEVICE_NVIDIA, cuda)
#ifdef ENABLE_METAX_API
GET(INFINI_DEVICE_METAX, metax);
#endif
default:
return INFINI_STATUS_DEVICE_TYPE_NOT_SUPPORTED;
......@@ -82,8 +97,14 @@ __C infiniStatus_t infiniopAdd(
#ifdef ENABLE_CPU_API
CALCULATE(INFINI_DEVICE_CPU, cpu);
#endif
#ifdef ENABLE_CUDA_API
CALCULATE(INFINI_DEVICE_NVIDIA, cuda);
#ifdef ENABLE_NVIDIA_API
CALCULATE(INFINI_DEVICE_NVIDIA, nvidia);
#endif
#ifdef ENABLE_ILUVATAR_API
CALCULATE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
CALCULATE(INFINI_DEVICE_METAX, metax);
#endif
default:
......@@ -99,15 +120,21 @@ infiniopDestroyAddDescriptor(infiniopAddDescriptor_t desc) {
#define DELETE(CASE, NAMESPACE) \
case CASE: \
delete reinterpret_cast<const op::add::NAMESPACE::Descriptor *>(desc); \
return INFINI_STATUS_SUCCESS;
return INFINI_STATUS_SUCCESS
switch (desc->device_type) {
#ifdef ENABLE_CPU_API
DELETE(INFINI_DEVICE_CPU, cpu);
#endif
#ifdef ENABLE_CUDA_API
DELETE(INFINI_DEVICE_NVIDIA, cuda);
#ifdef ENABLE_NVIDIA_API
DELETE(INFINI_DEVICE_NVIDIA, nvidia);
#endif
#ifdef ENABLE_ILUVATAR_API
DELETE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
DELETE(INFINI_DEVICE_METAX, metax);
#endif
default:
......
src/infiniop/ops/causal_softmax/cuda/causal_softmax_kernel.cuh → src/infiniop/ops/causal_softmax/cuda/kernel.cuh
View file @ 0166515c
#ifndef __CAUSAL_SOFTMAX_KERNEL_CUH__
#ifndef __CAUSAL_SOFTMAX_KERNEL_CUH__
#define __CAUSAL_SOFTMAX_KERNEL_CUH__
#include "../../../devices/cuda/cuda_kernel_common.cuh"
#include "../../../reduce/cuda/reduce.cuh"
template <unsigned int BLOCK_SIZE, typename Tdata, typename Tcompute>
INFINIOP_CUDA_KERNEL causalSoftmax(
__device__ void causalSoftmaxKernel(
Tdata *y_, const Tdata *x_,
size_t batch, size_t height, size_t width,
ptrdiff_t y_stride_b, ptrdiff_t y_stride_h,
......@@ -32,11 +29,11 @@ INFINIOP_CUDA_KERNEL causalSoftmax(
// 2 | * * * ... * * * |
// height: 3 col_id->
if (width + blockIdx.x >= threadIdx.x + height) {
#ifdef ENABLE_CUDA_API
y[col] = exp_(x[col] - max_);
#else
if constexpr (std::is_same_v<Tdata, half> || std::is_same_v<Tdata, cuda_bfloat16>) {
y[col] = hexp(x[col] - max_);
} else {
y[col] = exp(x[col] - max_);
#endif
}
} else {
y[col] = Tdata(0);
}
......
src/infiniop/ops/causal_softmax/maca/causal_softmax_kernel.h deleted 100644 → 0
View file @ f0300ff3
#ifndef __CAUSAL_SOFTMAX_KERNEL_H__
#define __CAUSAL_SOFTMAX_KERNEL_H__
#include "../../../devices/maca/maca_kernel_common.h"
#include "../../../reduce/maca/reduce.h"
template <unsigned int BLOCK_SIZE, typename Tdata, typename Tcompute>
INFINIOP_MACA_KERNEL causalSoftmax(
Tdata *y_, const Tdata *x_,
size_t batch, size_t height, size_t width,
ptrdiff_t y_stride_b, ptrdiff_t y_stride_h,
ptrdiff_t x_stride_b, ptrdiff_t x_stride_h) {
Tdata *y = y_ // threadIdx.x for col_id
+ blockIdx.y * y_stride_b // gridDim.y for batch_id
+ blockIdx.x * y_stride_h; // gridDim.x for row_id
const Tdata *x = x_ + blockIdx.y * x_stride_b + blockIdx.x * x_stride_h;
// [Reduce] Find max value in each row and store in shared memory
__shared__ Tdata max_;
Tdata max_0 = op::common_maca::reduce_op::max<BLOCK_SIZE, Tdata>(x, width - height + 1 + blockIdx.x);
if (threadIdx.x == 0) {
max_ = max_0;
}
__syncthreads();
// [Elementwise] Subtract max value from each element and apply causal mask
for (size_t col = threadIdx.x; col < width; col += BLOCK_SIZE) {
// row_id ↓ |<- width ->|
// 0 | * * * ... * |
// 1 | * * * ... * * |
// 2 | * * * ... * * * |
// height: 3 col_id->
if (width + blockIdx.x >= threadIdx.x + height) {
#ifdef ENABLE_MACA_API
y[col] = exp_(x[col] - max_);
#else
y[col] = exp(x[col] - max_);
#endif
} else {
y[col] = Tdata(0);
}
}
__syncthreads();
// [Reduce] Find the sum of each updated row and store in shared memory
__shared__ Tcompute sum_;
Tcompute sum_0 = op::common_maca::reduce_op::sum<BLOCK_SIZE, Tdata, Tcompute>(y, width);
if (threadIdx.x == 0) {
sum_ = sum_0;
}
__syncthreads();
// [Elementwise] Divide each element by the sum and store in shared memory
for (size_t col = threadIdx.x; col < width; col += BLOCK_SIZE) {
y[col] /= Tdata(sum_);
}
}
#endif // __CAUSAL_SOFTMAX_KERNEL_H__
src/infiniop/ops/causal_softmax/maca/causal_softmax_maca.h → src/infiniop/ops/causal_softmax/metax/causal_softmax_metax.h
View file @ 0166515c
#ifndef __CAUSAL_SOFTMAX_MACA_H__
#define __CAUSAL_SOFTMAX_MACA_H__
#ifndef __CAUSAL_SOFTMAX_METAX_H__
#define __CAUSAL_SOFTMAX_METAX_H__
#include "../causal_softmax.h"
DESCRIPTOR(maca)
DESCRIPTOR(metax)
#endif
src/infiniop/ops/causal_softmax/maca/causal_softmax_maca.maca → src/infiniop/ops/causal_softmax/metax/causal_softmax_metax.maca
View file @ 0166515c
#include "../../../devices/maca/common_maca.h"
#include "causal_softmax_kernel.h"
#include "causal_softmax_maca.h"
#include "../../../devices/metax/metax_common.h"
#include "causal_softmax_metax.h"
namespace op::causal_softmax::maca {
#include <hccub/block/block_reduce.cuh>
#include "../../../devices/metax/metax_kernel_common.h"
#include "../../../reduce/cuda/reduce.cuh"
#include "../cuda/kernel.cuh"
template <unsigned int BLOCK_SIZE, typename Tdata, typename Tcompute>
INFINIOP_METAX_KERNEL causalSoftmax(
Tdata *y, const Tdata *x,
size_t batch, size_t height, size_t width,
ptrdiff_t y_stride_b, ptrdiff_t y_stride_h,
ptrdiff_t x_stride_b, ptrdiff_t x_stride_h) {
causalSoftmaxKernel<BLOCK_SIZE, Tdata, Tcompute>(y, x, batch, height, width, y_stride_b, y_stride_h, x_stride_b, x_stride_h);
}
namespace op::causal_softmax::metax {
struct Descriptor::Opaque {
std::shared_ptr<device::maca::Handle::Internal> internal;
std::shared_ptr<device::metax::Handle::Internal> internal;
};
Descriptor::~Descriptor() {
......@@ -20,7 +35,7 @@ infiniStatus_t Descriptor::create(
auto info = CausalSoftmaxInfo::create(y_desc, x_desc);
CHECK_RESULT(info);
*desc_ptr = new Descriptor(
new Opaque{reinterpret_cast<device::maca::Handle *>(handle)->internal()},
new Opaque{reinterpret_cast<device::metax::Handle *>(handle)->internal()},
info.take(), 0, handle->device, handle->device_id);
return INFINI_STATUS_SUCCESS;
}
......@@ -38,6 +53,12 @@ infiniStatus_t launchKernel(void *y, const void *x, infiniDtype_t dtype,
batch_size, seq_len, total_seq_len,
y_stride_b, y_stride_i,
x_stride_b, x_stride_i);
} else if (dtype == INFINI_DTYPE_BF16) {
causalSoftmax<BLOCK_SIZE, __hpcc_bfloat16, float>
<<<grid, BLOCK_SIZE, 0, stream>>>((__hpcc_bfloat16 *)y, (const __hpcc_bfloat16 *)x,
batch_size, seq_len, total_seq_len,
y_stride_b, y_stride_i,
x_stride_b, x_stride_i);
} else if (dtype == INFINI_DTYPE_F32) {
causalSoftmax<BLOCK_SIZE, float, float>
<<<grid, BLOCK_SIZE, 0, stream>>>((float *)y, (const float *)x,
......@@ -55,12 +76,12 @@ infiniStatus_t Descriptor::calculate(void *workspace, size_t workspace_size,
const void *x,
void *stream_) const {
hcStream_t stream = (hcStream_t)stream_;
if (_opaque->internal->maxThreadsPerBlock() == MACA_BLOCK_SIZE_1024) {
CHECK_STATUS(launchKernel<MACA_BLOCK_SIZE_1024>(
if (_opaque->internal->maxThreadsPerBlock() == METAX_BLOCK_SIZE_1024) {
CHECK_STATUS(launchKernel<METAX_BLOCK_SIZE_1024>(
y, x, _info.dtype, _info.batch_size, _info.seq_len, _info.total_seq_len,
_info.y_stride_b, _info.y_stride_i, _info.x_stride_b, _info.x_stride_i, stream));
} else if (_opaque->internal->maxThreadsPerBlock() == MACA_BLOCK_SIZE_512) {
CHECK_STATUS(launchKernel<MACA_BLOCK_SIZE_512>(
} else if (_opaque->internal->maxThreadsPerBlock() == METAX_BLOCK_SIZE_512) {
CHECK_STATUS(launchKernel<METAX_BLOCK_SIZE_512>(
y, x, _info.dtype, _info.batch_size, _info.seq_len, _info.total_seq_len,
_info.y_stride_b, _info.y_stride_i, _info.x_stride_b, _info.x_stride_i, stream));
} else {
......@@ -69,4 +90,4 @@ infiniStatus_t Descriptor::calculate(void *workspace, size_t workspace_size,
return INFINI_STATUS_SUCCESS;
}
} // namespace op::causal_softmax::maca
} // namespace op::causal_softmax::metax
src/infiniop/ops/causal_softmax/cuda/causal_softmax_cuda.cu → src/infiniop/ops/causal_softmax/nvidia/causal_softmax_nvidia.cu
View file @ 0166515c
#include "../../../devices/cuda/cuda_common.cuh"
#include "causal_softmax_cuda.cuh"
#include "causal_softmax_kernel.cuh"
#include "../../../devices/nvidia/nvidia_common.cuh"
#include "causal_softmax_nvidia.cuh"
namespace op::causal_softmax::cuda {
#include "../../../devices/nvidia/nvidia_kernel_common.cuh"
#include <cub/block/block_reduce.cuh>
#include "../../../reduce/cuda/reduce.cuh"
#include "../cuda/kernel.cuh"
template <unsigned int BLOCK_SIZE, typename Tdata, typename Tcompute>
INFINIOP_CUDA_KERNEL causalSoftmax(
Tdata *y, const Tdata *x,
size_t batch, size_t height, size_t width,
ptrdiff_t y_stride_b, ptrdiff_t y_stride_h,
ptrdiff_t x_stride_b, ptrdiff_t x_stride_h) {
causalSoftmaxKernel<BLOCK_SIZE, Tdata, Tcompute>(y, x, batch, height, width, y_stride_b, y_stride_h, x_stride_b, x_stride_h);
}
namespace op::causal_softmax::nvidia {
struct Descriptor::Opaque {
std::shared_ptr<device::cuda::Handle::Internal> internal;
std::shared_ptr<device::nvidia::Handle::Internal> internal;
};
Descriptor::~Descriptor() {
......@@ -20,7 +35,7 @@ infiniStatus_t Descriptor::create(
auto info = CausalSoftmaxInfo::create(y_desc, x_desc);
CHECK_RESULT(info);
*desc_ptr = new Descriptor(
new Opaque{reinterpret_cast<device::cuda::Handle *>(handle)->internal()},
new Opaque{reinterpret_cast<device::nvidia::Handle *>(handle)->internal()},
info.take(), 0, handle->device, handle->device_id);
return INFINI_STATUS_SUCCESS;
}
......@@ -79,4 +94,4 @@ infiniStatus_t Descriptor::calculate(void *workspace, size_t workspace_size,
return INFINI_STATUS_SUCCESS;
}
} // namespace op::causal_softmax::cuda
} // namespace op::causal_softmax::nvidia
src/infiniop/ops/causal_softmax/cuda/causal_softmax_cuda.cuh → src/infiniop/ops/causal_softmax/nvidia/causal_softmax_nvidia.cuh
View file @ 0166515c
#ifndef __CAUSAL_SOFTMAX_CUDA_H__
#define __CAUSAL_SOFTMAX_CUDA_H__
#ifndef __CAUSAL_SOFTMAX_NVIDIA_H__
#define __CAUSAL_SOFTMAX_NVIDIA_H__
#include "../causal_softmax.h"
DESCRIPTOR(cuda)
DESCRIPTOR(nvidia)
#endif
src/infiniop/ops/causal_softmax/operator.cc
View file @ 0166515c
......@@ -5,11 +5,11 @@
#ifdef ENABLE_CPU_API
#include "cpu/causal_softmax_cpu.h"
#endif
#ifdef ENABLE_CUDA_API
#include "cuda/causal_softmax_cuda.cuh"
#if defined(ENABLE_NVIDIA_API) || defined(ENABLE_ILUVATAR_API)
#include "nvidia/causal_softmax_nvidia.cuh"
#endif
#ifdef ENABLE_METAX_API
#include "maca/causal_softmax_maca.h"
#include "metax/causal_softmax_metax.h"
#endif
#ifdef ENABLE_ASCEND_API
#include "ascend/causal_softmax_ascend.h"
......@@ -33,11 +33,17 @@ __C infiniStatus_t infiniopCreateCausalSoftmaxDescriptor(
#ifdef ENABLE_CPU_API
CREATE(INFINI_DEVICE_CPU, cpu)
#endif
#ifdef ENABLE_CUDA_API
CREATE(INFINI_DEVICE_NVIDIA, cuda)
#ifdef ENABLE_NVIDIA_API
CREATE(INFINI_DEVICE_NVIDIA, nvidia)
#endif
#ifdef ENABLE_ILUVATAR_API
CREATE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
CREATE(INFINI_DEVICE_METAX, maca)
CREATE(INFINI_DEVICE_METAX, metax)
#endif
#ifdef ENABLE_ASCEND_API
CREATE(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_CAMBRICON_MLU
case DevCambriconMlu: {
......@@ -45,14 +51,6 @@ __C infiniStatus_t infiniopCreateCausalSoftmaxDescriptor(
// return cnnlCreateCausalSoftmaxDescriptor((BangHandle_t) handle, (CausalSoftmaxCnnlDescriptor_t *) desc_ptr, y_desc);
}
#endif
#ifdef ENABLE_ASCEND_API
CREATE(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_METAX_GPU
case DevMetaxGpu: {
return macaCreateCausalSoftmaxDescriptor((MacaHandle_t)handle, (CausalSoftmaxMacaDescriptor_t *)desc_ptr, y_desc);
}
#endif
#ifdef ENABLE_MTHREADS_GPU
case DevMthreadsGpu: {
return musaCreateCausalSoftmaxDescriptor((MusaHandle_t)handle, (CausalSoftmaxMusaDescriptor_t *)desc_ptr, y_desc);
......@@ -73,8 +71,17 @@ __C infiniStatus_t infiniopGetCausalSoftmaxWorkspaceSize(infiniopCausalSoftmaxDe
#ifdef ENABLE_CPU_API
GET(INFINI_DEVICE_CPU, cpu)
#endif
#ifdef ENABLE_CUDA_API
GET(INFINI_DEVICE_NVIDIA, cuda)
#ifdef ENABLE_NVIDIA_API
GET(INFINI_DEVICE_NVIDIA, nvidia)
#endif
#ifdef ENABLE_ILUVATAR_API
GET(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
GET(INFINI_DEVICE_METAX, metax)
#endif
#ifdef ENABLE_ASCEND_API
GET(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_CAMBRICON_MLU
case DevCambriconMlu: {
......@@ -83,17 +90,6 @@ __C infiniStatus_t infiniopGetCausalSoftmaxWorkspaceSize(infiniopCausalSoftmaxDe
}
#endif
#ifdef ENABLE_ASCEND_API
GET(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_METAX_API
GET(INFINI_DEVICE_METAX, maca)
#endif
#ifdef ENABLE_METAX_GPU
case DevMetaxGpu: {
return macaGetCausalSoftmaxWorkspaceSize((CausalSoftmaxMacaDescriptor_t)desc, size);
}
#endif
#ifdef ENABLE_MTHREADS_GPU
case DevMthreadsGpu: {
return musaGetCausalSoftmaxWorkspaceSize((CausalSoftmaxMusaDescriptor_t)desc, size);
......@@ -119,11 +115,17 @@ __C infiniStatus_t infiniopCausalSoftmax(
#ifdef ENABLE_CPU_API
CALCULATE(INFINI_DEVICE_CPU, cpu)
#endif
#ifdef ENABLE_CUDA_API
CALCULATE(INFINI_DEVICE_NVIDIA, cuda)
#ifdef ENABLE_NVIDIA_API
CALCULATE(INFINI_DEVICE_NVIDIA, nvidia)
#endif
#ifdef ENABLE_ILUVATAR_API
CALCULATE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
CALCULATE(INFINI_DEVICE_METAX, maca)
CALCULATE(INFINI_DEVICE_METAX, metax)
#endif
#ifdef ENABLE_ASCEND_API
CALCULATE(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_CAMBRICON_MLU
case DevCambriconMlu: {
......@@ -131,14 +133,6 @@ __C infiniStatus_t infiniopCausalSoftmax(
// return cnnlCausalSoftmax((CausalSoftmaxCnnlDescriptor_t) desc, workspace, workspace_size, data, stream);
}
#endif
#ifdef ENABLE_ASCEND_API
CALCULATE(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_METAX_GPU
case DevMetaxGpu: {
return macaCausalSoftmax((CausalSoftmaxMacaDescriptor_t)desc, workspace, workspace_size, data, stream);
}
#endif
#ifdef ENABLE_MTHREADS_GPU
case DevMthreadsGpu: {
return musaCausalSoftmax((CausalSoftmaxMusaDescriptor_t)desc, workspace, workspace_size, data, stream);
......@@ -159,11 +153,17 @@ __C infiniStatus_t infiniopDestroyCausalSoftmaxDescriptor(infiniopCausalSoftmaxD
#ifdef ENABLE_CPU_API
DESTROY(INFINI_DEVICE_CPU, cpu)
#endif
#ifdef ENABLE_CUDA_API
DESTROY(INFINI_DEVICE_NVIDIA, cuda)
#ifdef ENABLE_NVIDIA_API
DESTROY(INFINI_DEVICE_NVIDIA, nvidia)
#endif
#ifdef ENABLE_ILUVATAR_API
DESTROY(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
DESTROY(INFINI_DEVICE_METAX, maca)
DESTROY(INFINI_DEVICE_METAX, metax)
#endif
#ifdef ENABLE_ASCEND_API
DESTROY(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_CAMBRICON_MLU
case DevCambriconMlu: {
......@@ -171,14 +171,6 @@ __C infiniStatus_t infiniopDestroyCausalSoftmaxDescriptor(infiniopCausalSoftmaxD
// return cnnlDestroyCausalSoftmaxDescriptor((CausalSoftmaxCnnlDescriptor_t) desc);
}
#endif
#ifdef ENABLE_ASCEND_API
DESTROY(INFINI_DEVICE_ASCEND, ascend)
#endif
#ifdef ENABLE_METAX_GPU
case DevMetaxGpu: {
return macaDestroyCausalSoftmaxDescriptor((CausalSoftmaxMacaDescriptor_t)desc);
}
#endif
#ifdef ENABLE_MTHREADS_GPU
case DevMthreadsGpu:
return musaDestroyCausalSoftmaxDescriptor((CausalSoftmaxMusaDescriptor_t)desc);
......
src/infiniop/ops/clip/cpu/clip_cpu.cc
View file @ 0166515c
......@@ -21,7 +21,7 @@ infiniStatus_t Descriptor::create(
const auto &min_shape = min_desc->shape();
const auto &max_shape = max_desc->shape();
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64);
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64, INFINI_DTYPE_BF16);
CHECK_SAME_SHAPE(out_shape, in_shape);
CHECK_SAME_SHAPE(out_shape, min_shape);
CHECK_SAME_SHAPE(out_shape, max_shape);
......@@ -45,6 +45,8 @@ infiniStatus_t Descriptor::calculate(
return _device_info->calculate<ClipOp, float>(_info, output, inputs, stream);
case INFINI_DTYPE_F64:
return _device_info->calculate<ClipOp, double>(_info, output, inputs, stream);
case INFINI_DTYPE_BF16:
return _device_info->calculate<ClipOp, bf16_t>(_info, output, inputs, stream);
default:
return INFINI_STATUS_BAD_TENSOR_DTYPE;
}
......
src/infiniop/ops/clip/cuda/clip_cuda_internal.cuh → src/infiniop/ops/clip/cuda/kernel.cuh
View file @ 0166515c
#ifndef __CLIP_CUDA_H__
#define __CLIP_CUDA_H__
#include "../../../elementwise/cuda/elementwise_cuda.cuh"
#include <cuda_bf16.h>
#include <cuda_fp16.h>
namespace op::clip::cuda {
typedef struct ClipOp {
......@@ -13,15 +9,16 @@ public:
template <typename T>
__device__ __forceinline__ T operator()(const T &x, const T &min_val, const T &max_val) const {
if constexpr (std::is_same_v<T, half2> || std::is_same_v<T, nv_bfloat162>) {
#ifndef ENABLE_ILUVATAR_CUDA_API
if constexpr (std::is_same_v<T, half2> || std::is_same_v<T, cuda_bfloat162>) {
#ifndef ENABLE_ILUVATAR_API
return __hmax2(__hmin2(x, max_val), min_val);
#else
return {std::clamp(x.x, min_val.x, max_val.x), std::clamp(x.y, min_val.y, max_val.y)};
#endif
}
} else {
return std::clamp(x, min_val, max_val);
}
}
} ClipOp;
} // namespace op::clip::cuda
......
src/infiniop/ops/clip/metax/clip_metax.h 0 → 100644
View file @ 0166515c
#ifndef __CLIP_METAX_API_H__
#define __CLIP_METAX_API_H__
#include "../../../elementwise/metax/elementwise_metax_api.h"
ELEMENTWISE_DESCRIPTOR(clip, metax)
#endif // __CLIP_METAX_API_H__
src/infiniop/ops/clip/metax/clip_metax.maca 0 → 100644
View file @ 0166515c
#include "../../../elementwise/metax/elementwise_metax.h"
#include "../cuda/kernel.cuh"
#include "clip_metax.h"
namespace op::clip::metax {
Descriptor::~Descriptor() = default;
infiniStatus_t Descriptor::create(
infiniopHandle_t handle_,
Descriptor **desc_ptr,
infiniopTensorDescriptor_t out_desc,
std::vector<infiniopTensorDescriptor_t> input_desc_vec) {
auto handle = reinterpret_cast<device::metax::Handle *>(handle_);
auto dtype = out_desc->dtype();
const auto &in_desc = input_desc_vec.at(0);
const auto &min_desc = input_desc_vec.at(1);
const auto &max_desc = input_desc_vec.at(2);
const auto &out_shape = out_desc->shape();
const auto &in_shape = in_desc->shape();
const auto &min_shape = min_desc->shape();
const auto &max_shape = max_desc->shape();
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64, INFINI_DTYPE_BF16);
CHECK_SAME_SHAPE(out_shape, in_shape);
CHECK_SAME_SHAPE(out_shape, min_shape);
CHECK_SAME_SHAPE(out_shape, max_shape);
CREATE_ELEMENTWISE_METAX_DESCRIPTOR(handle, dtype, out_desc, input_desc_vec);
return INFINI_STATUS_SUCCESS;
}
infiniStatus_t Descriptor::calculate(
void *workspace,
size_t workspace_size,
void *output,
std::vector<const void *> inputs,
void *stream) const {
if (workspace_size < _workspace_size) {
return INFINI_STATUS_INSUFFICIENT_WORKSPACE;
}
switch (_dtype) {
case INFINI_DTYPE_F16:
return _device_info->calculate<256, cuda::ClipOp, half>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F32:
return _device_info->calculate<256, cuda::ClipOp, float>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F64:
return _device_info->calculate<256, cuda::ClipOp, double>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_BF16:
return _device_info->calculate<256, cuda::ClipOp, cuda_bfloat16>(_info, workspace, output, inputs, stream);
default:
return INFINI_STATUS_BAD_TENSOR_DTYPE;
}
return INFINI_STATUS_SUCCESS;
}
} // namespace op::clip::metax
src/infiniop/ops/clip/cuda/clip_cuda.cu → src/infiniop/ops/clip/nvidia/clip_nvidia.cu
View file @ 0166515c
#include "clip_cuda.cuh"
#include "clip_cuda_internal.cuh"
#include "../../../elementwise/nvidia/elementwise_nvidia.cuh"
namespace op::clip::cuda {
#include "../cuda/kernel.cuh"
#include "clip_nvidia.cuh"
namespace op::clip::nvidia {
Descriptor::~Descriptor() = default;
......@@ -11,7 +13,7 @@ infiniStatus_t Descriptor::create(
infiniopTensorDescriptor_t out_desc,
std::vector<infiniopTensorDescriptor_t> input_desc_vec) {
auto handle = reinterpret_cast<device::cuda::Handle *>(handle_);
auto handle = reinterpret_cast<device::nvidia::Handle *>(handle_);
auto dtype = out_desc->dtype();
const auto &in_desc = input_desc_vec.at(0);
......@@ -22,7 +24,7 @@ infiniStatus_t Descriptor::create(
const auto &min_shape = min_desc->shape();
const auto &max_shape = max_desc->shape();
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64);
CHECK_DTYPE(dtype, INFINI_DTYPE_F16, INFINI_DTYPE_F32, INFINI_DTYPE_F64, INFINI_DTYPE_BF16);
CHECK_SAME_SHAPE(out_shape, in_shape);
CHECK_SAME_SHAPE(out_shape, min_shape);
CHECK_SAME_SHAPE(out_shape, max_shape);
......@@ -45,15 +47,17 @@ infiniStatus_t Descriptor::calculate(
switch (_dtype) {
case INFINI_DTYPE_F16:
return _device_info->calculate<256, ClipOp, half>(_info, workspace, output, inputs, stream);
return _device_info->calculate<256, cuda::ClipOp, half>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F32:
return _device_info->calculate<256, ClipOp, float>(_info, workspace, output, inputs, stream);
return _device_info->calculate<256, cuda::ClipOp, float>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_F64:
return _device_info->calculate<256, ClipOp, double>(_info, workspace, output, inputs, stream);
return _device_info->calculate<256, cuda::ClipOp, double>(_info, workspace, output, inputs, stream);
case INFINI_DTYPE_BF16:
return _device_info->calculate<256, cuda::ClipOp, cuda_bfloat16>(_info, workspace, output, inputs, stream);
default:
return INFINI_STATUS_BAD_TENSOR_DTYPE;
}
return INFINI_STATUS_SUCCESS;
}
} // namespace op::clip::cuda
} // namespace op::clip::nvidia
src/infiniop/ops/clip/cuda/clip_cuda.cuh → src/infiniop/ops/clip/nvidia/clip_nvidia.cuh
View file @ 0166515c
#ifndef __CLIP_CUDA_API_H__
#define __CLIP_CUDA_API_H__
#include "../../../elementwise/cuda/elementwise_cuda_api.cuh"
#include "infiniop/ops/clip.h"
#include "../../../elementwise/nvidia/elementwise_nvidia_api.cuh"
ELEMENTWISE_DESCRIPTOR(clip, cuda)
ELEMENTWISE_DESCRIPTOR(clip, nvidia)
#endif // __CLIP_CUDA_API_H__
src/infiniop/ops/clip/operator.cc
View file @ 0166515c
......@@ -5,8 +5,11 @@
#ifdef ENABLE_CPU_API
#include "cpu/clip_cpu.h"
#endif
#ifdef ENABLE_CUDA_API
#include "cuda/clip_cuda.cuh"
#if defined(ENABLE_NVIDIA_API) || defined(ENABLE_ILUVATAR_API)
#include "nvidia/clip_nvidia.cuh"
#endif
#ifdef ENABLE_METAX_API
#include "metax/clip_metax.h"
#endif
__C infiniStatus_t infiniopCreateClipDescriptor(
......@@ -30,8 +33,14 @@ __C infiniStatus_t infiniopCreateClipDescriptor(
#ifdef ENABLE_CPU_API
CREATE(INFINI_DEVICE_CPU, cpu);
#endif
#ifdef ENABLE_CUDA_API
CREATE(INFINI_DEVICE_NVIDIA, cuda);
#ifdef ENABLE_NVIDIA_API
CREATE(INFINI_DEVICE_NVIDIA, nvidia);
#endif
#ifdef ENABLE_ILUVATAR_API
CREATE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
CREATE(INFINI_DEVICE_METAX, metax);
#endif
default:
......@@ -52,8 +61,14 @@ __C infiniStatus_t infiniopGetClipWorkspaceSize(infiniopClipDescriptor_t desc, s
#ifdef ENABLE_CPU_API
GET(INFINI_DEVICE_CPU, cpu)
#endif
#ifdef ENABLE_CUDA_API
GET(INFINI_DEVICE_NVIDIA, cuda)
#ifdef ENABLE_NVIDIA_API
GET(INFINI_DEVICE_NVIDIA, nvidia)
#endif
#ifdef ENABLE_ILUVATAR_API
GET(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
GET(INFINI_DEVICE_METAX, metax)
#endif
}
......@@ -82,8 +97,14 @@ __C infiniStatus_t infiniopClip(
#ifdef ENABLE_CPU_API
CALCULATE(INFINI_DEVICE_CPU, cpu);
#endif
#ifdef ENABLE_CUDA_API
CALCULATE(INFINI_DEVICE_NVIDIA, cuda);
#ifdef ENABLE_NVIDIA_API
CALCULATE(INFINI_DEVICE_NVIDIA, nvidia);
#endif
#ifdef ENABLE_ILUVATAR_API
CALCULATE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
CALCULATE(INFINI_DEVICE_METAX, metax);
#endif
default:
......@@ -106,8 +127,14 @@ infiniopDestroyClipDescriptor(infiniopClipDescriptor_t desc) {
#ifdef ENABLE_CPU_API
DELETE(INFINI_DEVICE_CPU, cpu);
#endif
#ifdef ENABLE_CUDA_API
DELETE(INFINI_DEVICE_NVIDIA, cuda);
#ifdef ENABLE_NVIDIA_API
DELETE(INFINI_DEVICE_NVIDIA, nvidia);
#endif
#ifdef ENABLE_ILUVATAR_API
DELETE(INFINI_DEVICE_ILUVATAR, nvidia);
#endif
#ifdef ENABLE_METAX_API
DELETE(INFINI_DEVICE_METAX, metax);
#endif
default:
......
src/infiniop/ops/conv/conv.h 0 → 100644
View file @ 0166515c
#ifndef __CONV_H__
#define __CONV_H__
#include "../../operator.h"
#include "info.h"
#define DESCRIPTOR(NAMESPACE) \
\
namespace op::conv::NAMESPACE { \
class Descriptor final : public InfiniopDescriptor { \
struct Opaque; \
Opaque *_opaque; \
infiniDtype_t _dtype; \
ConvInfo _info; \
size_t _workspace_size; \
\
Descriptor( \
infiniDtype_t dtype, \
ConvInfo info, \
size_t workspace_size_, \
Opaque *opaque, \
infiniDevice_t device_type, \
int device_id) \
: InfiniopDescriptor{device_type, device_id}, \
_opaque(opaque), \
_dtype(dtype), \
_info(info), \
_workspace_size(workspace_size_) {} \
\
public: \
~Descriptor(); \
\
size_t workspaceSize() const { return _workspace_size; } \
\
static infiniStatus_t create( \
infiniopHandle_t handle, \
Descriptor **desc_ptr, \
infiniopTensorDescriptor_t y, \
infiniopTensorDescriptor_t x, \
infiniopTensorDescriptor_t w, \
infiniopTensorDescriptor_t b, \
const void *pads, \
const void *strides, \
const void *dilations, \
size_t n); \
\
infiniStatus_t calculate( \
void *workspace, size_t workspace_size, \
void *y, \
const void *x, \
const void *w, \
const void *bias, \
void *stream) const; \
}; \
}
#endif // __CONV_H__
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