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#include "ctc_op.h"
#include "caffe2/core/context_gpu.h"
#include "caffe2/core/operator.h"
#ifdef CAFFE2_USE_MKLDNN
#include <caffe2/ideep/operators/operator_fallback_ideep.h>
#include <caffe2/ideep/utils/ideep_operator.h>
#endif
namespace caffe2 {
namespace detail {
template <>
ctcComputeInfo workspaceInfo<CPUContext>(const CPUContext& /*context*/) {
ctcComputeInfo result;
result.loc = CTC_CPU;
// CpuCTC overrides OMP threads set by --caffe2_omp_num_threads on init.
// Default to 0 to use the configured omp_get_max_threads().
result.num_threads = 0;
return result;
}
}
REGISTER_CPU_OPERATOR(CTC, CTCOp<float, CPUContext>);
OPERATOR_SCHEMA(CTC).NumInputs(3, 4).NumOutputs(2, 3);
// .EnforceInputOutputGradient({{0, 0}});
#ifdef CAFFE2_USE_MKLDNN
REGISTER_IDEEP_OPERATOR(CTC, IDEEPFallbackOp<CTCOp<float, CPUContext>>);
#endif
namespace {
class GetCTCGradient : public GradientMakerBase {
using GradientMakerBase::GradientMakerBase;
vector<OperatorDef> GetGradientDefs() override {
return SingleGradientDef(
"Copy", "", vector<string>{O(0)}, vector<string>{GI(0)});
}
};
}
REGISTER_GRADIENT(CTC, GetCTCGradient);
}
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