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[CPU][ARM64] Add JIT GreaterEqual emitter
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* Added a jit_greater_equal_emitter derived class in
  aarch64/jit_eltwise_emitters
* Created entry Algorithm::EltwiseGreaterEqual in the
  get_supported_precisions in nodes/kernels/aarch64

Tests are pending to be added

Closes: openvinotoolkit#24447

Signed-off-by: Nashez Zubair <[email protected]>
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nashez committed Sep 21, 2024
1 parent 4758030 commit f60f577
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Showing 4 changed files with 84 additions and 0 deletions.
Original file line number Diff line number Diff line change
Expand Up @@ -736,6 +736,59 @@ std::set<std::vector<element::Type>> jit_gelu_tanh_emitter::get_supported_precis
return {{element::f32}};
}

/// GREATER_EQUAL ///
jit_greater_equal_emitter::jit_greater_equal_emitter(dnnl::impl::cpu::aarch64::jit_generator* host,
dnnl::impl::cpu::aarch64::cpu_isa_t host_isa,
const std::shared_ptr<ov::Node>& node)
: jit_emitter(host, host_isa, node, get_arithmetic_binary_exec_precision(node)) {
prepare_table();
}

jit_greater_equal_emitter::jit_greater_equal_emitter(dnnl::impl::cpu::aarch64::jit_generator* host,
dnnl::impl::cpu::aarch64::cpu_isa_t host_isa,
const ov::element::Type exec_prc)
: jit_emitter(host, host_isa, exec_prc) {
prepare_table();
}

size_t jit_greater_equal_emitter::get_inputs_count() const { return 2; }

size_t jit_greater_equal_emitter::get_aux_vecs_count() const { return 1; }

size_t jit_greater_equal_emitter::get_aux_gprs_count() const { return 1; }

void jit_greater_equal_emitter::emit_impl(const std::vector<size_t> &in_vec_idxs, const std::vector<size_t> &out_vec_idxs) const {
if (host_isa_ == dnnl::impl::cpu::aarch64::asimd) {
emit_isa<dnnl::impl::cpu::aarch64::asimd>(in_vec_idxs, out_vec_idxs);
} else {
OV_CPU_JIT_EMITTER_THROW("Can't create jit eltwise kernel");
}
}

template <dnnl::impl::cpu::aarch64::cpu_isa_t isa>
void jit_greater_equal_emitter::emit_isa(const std::vector<size_t> &in_vec_idxs, const std::vector<size_t> &out_vec_idxs) const {
OV_CPU_JIT_EMITTER_ASSERT(exec_prc_ == ov::element::f32, "unsupported precision: " + exec_prc_.to_string());

using TReg = typename dnnl::impl::cpu::aarch64::cpu_isa_traits<isa>::TReg;
// ARM ISA code for Greater equal emitter
const TReg src1 = TReg(in_vec_idxs[0]);
const TReg src2 = TReg(in_vec_idxs[1]);
const TReg dst = TReg(out_vec_idxs[0]);
const TReg aux = TReg(aux_vec_idxs[0]);

h->fcmge(dst.s, src1.s, src2.s);
h->ld1r(aux.s, table_val2("one"));
h->and_(dst.b16, dst.b16, aux.b16);
}

void jit_greater_equal_emitter::register_table_entries() {
push_arg_entry_of("one", 0x3f800000, true);
}

std::set<std::vector<element::Type>> jit_greater_equal_emitter::get_supported_precisions(const std::shared_ptr<ov::Node>& node) {
return {{element::f32, element::f32}};
}

/// HARD_SWISH ///
jit_hswish_emitter::jit_hswish_emitter(dnnl::impl::cpu::aarch64::jit_generator* host,
dnnl::impl::cpu::aarch64::cpu_isa_t host_isa,
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Original file line number Diff line number Diff line change
Expand Up @@ -278,6 +278,34 @@ class jit_gelu_tanh_emitter : public jit_emitter {
void emit_isa(const std::vector<size_t> &in_vec_idxs, const std::vector<size_t> &out_vec_idxs) const;
};

class jit_greater_equal_emitter : public jit_emitter {
public:
jit_greater_equal_emitter(dnnl::impl::cpu::aarch64::jit_generator *host,
dnnl::impl::cpu::aarch64::cpu_isa_t host_isa,
const ov::element::Type exec_prc = ov::element::f32);

jit_greater_equal_emitter(dnnl::impl::cpu::aarch64::jit_generator *host,
dnnl::impl::cpu::aarch64::cpu_isa_t host_isa,
const std::shared_ptr<ov::Node>& n);

size_t get_inputs_count() const override;

size_t get_aux_vecs_count() const override;

size_t get_aux_gprs_count() const override;

static std::set<std::vector<element::Type>> get_supported_precisions(
const std::shared_ptr<ov::Node>& node = nullptr);

private:
void emit_impl(const std::vector<size_t> &in_vec_idxs, const std::vector<size_t> &out_vec_idxs) const override;

template <dnnl::impl::cpu::aarch64::cpu_isa_t isa>
void emit_isa(const std::vector<size_t> &in_vec_idxs, const std::vector<size_t> &out_vec_idxs) const;

void register_table_entries() override;
};

class jit_hswish_emitter : public jit_emitter {
public:
jit_hswish_emitter(dnnl::impl::cpu::aarch64::jit_generator *host,
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Original file line number Diff line number Diff line change
Expand Up @@ -28,6 +28,7 @@ bool JitEltwiseExecutor::isSupported(
Algorithm::EltwiseFloor,
Algorithm::EltwiseGeluErf,
Algorithm::EltwiseGeluTanh,
Algorithm::EltwiseGreaterEqual,
Algorithm::EltwiseHswish,
Algorithm::EltwiseIsFinite,
Algorithm::EltwiseIsInf,
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Original file line number Diff line number Diff line change
Expand Up @@ -658,6 +658,7 @@ std::shared_ptr<jit_emitter> jit_uni_eltwise_generic<isa>::create_eltwise_emitte
OV_CASE(Algorithm::EltwiseMish, ov::intel_cpu::aarch64::jit_mish_emitter),
OV_CASE(Algorithm::EltwiseGeluErf, ov::intel_cpu::aarch64::jit_gelu_erf_emitter),
OV_CASE(Algorithm::EltwiseGeluTanh, ov::intel_cpu::aarch64::jit_gelu_tanh_emitter),
OV_CASE(Algorithm::EltwiseGreaterEqual, ov::intel_cpu::aarch64::jit_greater_equal_emitter),
OV_CASE(Algorithm::EltwiseMulAdd, ov::intel_cpu::aarch64::jit_mul_add_emitter),
OV_CASE(Algorithm::EltwiseMod, ov::intel_cpu::aarch64::jit_mod_emitter),
OV_CASE(Algorithm::EltwiseMultiply, ov::intel_cpu::aarch64::jit_multiply_emitter),
Expand Down Expand Up @@ -824,6 +825,7 @@ std::set<std::vector<element::Type>> eltwise_precision_helper::get_supported_pre
OV_CASE(Algorithm::EltwiseFloor, jit_floor_emitter),
OV_CASE(Algorithm::EltwiseGeluErf, jit_gelu_erf_emitter),
OV_CASE(Algorithm::EltwiseGeluTanh, jit_gelu_tanh_emitter),
OV_CASE(Algorithm::EltwiseGreaterEqual, jit_greater_equal_emitter),
OV_CASE(Algorithm::EltwiseHswish, jit_hswish_emitter),
OV_CASE(Algorithm::EltwiseIsFinite, jit_is_finite_emitter),
OV_CASE(Algorithm::EltwiseIsInf, jit_is_inf_emitter),
Expand Down

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