forked from mindspore-Ecosystem/mindspore
!8287 add supported data types for cast ops
From: @liuwenhao4 Reviewed-by: @zhanghaibo5,@zhanghaibo5,@HilbertDavid,@zhang_xue_tong Signed-off-by:
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commit
e74355f3e1
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@ -17,6 +17,7 @@
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#include <vector>
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#include "schema/model_generated.h"
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#include "src/kernel_registry.h"
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#include "src/tensor.h"
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#include "nnacl/fp32/cast.h"
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#include "nnacl/op_base.h"
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#include "src/runtime/runtime_api.h"
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@ -70,6 +71,12 @@ int CastCPUKernel::DoCast(int thread_id) {
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MS_ASSERT(output_data != nullptr);
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auto input_data_type = input->data_type();
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auto output_data_type = output->data_type();
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if (input_data_type == output_data_type) {
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auto datalen = lite::DataTypeSize(input_data_type);
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memcpy(reinterpret_cast<char *>(output_data) + offset * datalen,
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reinterpret_cast<char *>(input->data_c()) + offset * datalen, data_num * datalen);
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return RET_OK;
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}
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if (output_data_type != kNumberTypeFloat32) {
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if (input_data_type == kNumberTypeFloat32 && output_data_type == kNumberTypeInt64) {
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Float32ToInt64(reinterpret_cast<float *>(input->data_c()) + offset,
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@ -83,9 +90,6 @@ int CastCPUKernel::DoCast(int thread_id) {
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} else if (input_data_type == kNumberTypeInt32 && output_data_type == kNumberTypeInt64) {
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Int32ToInt64(reinterpret_cast<int32_t *>(input->data_c()) + offset,
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reinterpret_cast<int64_t *>(output_data) + offset, data_num);
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} else if (input_data_type == kNumberTypeInt32 && output_data_type == kNumberTypeInt32) {
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memcpy(reinterpret_cast<int32_t *>(output_data) + offset, reinterpret_cast<int32_t *>(input->data_c()) + offset,
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data_num * sizeof(int32_t));
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} else {
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MS_LOG(ERROR) << "Unsupported datatype from " << input_data_type << " to " << output_data_type;
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return RET_ERROR;
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@ -108,10 +112,6 @@ int CastCPUKernel::DoCast(int thread_id) {
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Fp16ToFloat32(reinterpret_cast<uint16_t *>(input->MutableData()) + offset,
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reinterpret_cast<float *>(output_data) + offset, data_num);
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break;
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case kNumberTypeFloat32:
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memcpy(reinterpret_cast<float *>(output_data) + offset, reinterpret_cast<float *>(input->data_c()) + offset,
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data_num * sizeof(float));
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break;
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default:
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MS_LOG(ERROR) << "Unsupported input data type " << input_data_type;
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return RET_ERROR;
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