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#include <assert.h> |
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#include <arm_neon.h> |
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#include <xnnpack/common.h> |
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#include <xnnpack/gemm.h> |
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#include <xnnpack/intrinsics-polyfill.h> |
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void xnn_f16_gemm_minmax_ukernel_4x16__neonfp16arith_ld64( |
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size_t mr, |
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size_t nc, |
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size_t kc, |
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const void* restrict a, |
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size_t a_stride, |
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const void* restrict w, |
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void* restrict c, |
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size_t cm_stride, |
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size_t cn_stride, |
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const union xnn_f16_minmax_params params[restrict XNN_MIN_ELEMENTS(1)]) |
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{ |
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assert(mr != 0); |
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assert(mr <= 4); |
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assert(nc != 0); |
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assert(kc != 0); |
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assert(kc % sizeof(uint16_t) == 0); |
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assert(a != NULL); |
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assert(w != NULL); |
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assert(c != NULL); |
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const uint16_t* a0 = (const uint16_t*) a; |
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uint16_t* c0 = (uint16_t*) c; |
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const uint16_t* a1 = (const uint16_t*) ((uintptr_t) a0 + a_stride); |
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uint16_t* c1 = (uint16_t*) ((uintptr_t) c0 + cm_stride); |
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if XNN_UNPREDICTABLE(mr < 2) { |
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a1 = a0; |
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c1 = c0; |
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} |
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const uint16_t* a2 = (const uint16_t*) ((uintptr_t) a1 + a_stride); |
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uint16_t* c2 = (uint16_t*) ((uintptr_t) c1 + cm_stride); |
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if XNN_UNPREDICTABLE(mr <= 2) { |
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a2 = a1; |
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c2 = c1; |
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} |
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const uint16_t* a3 = (const uint16_t*) ((uintptr_t) a2 + a_stride); |
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uint16_t* c3 = (uint16_t*) ((uintptr_t) c2 + cm_stride); |
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if XNN_UNPREDICTABLE(mr != 4) { |
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a3 = a2; |
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c3 = c2; |
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} |
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do { |
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float16x8_t vacc0x01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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float16x8_t vacc0x89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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float16x8_t vacc1x01234567 = vacc0x01234567; |
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float16x8_t vacc1x89ABCDEF = vacc0x89ABCDEF; |
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float16x8_t vacc2x01234567 = vacc0x01234567; |
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float16x8_t vacc2x89ABCDEF = vacc0x89ABCDEF; |
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float16x8_t vacc3x01234567 = vacc0x01234567; |
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float16x8_t vacc3x89ABCDEF = vacc0x89ABCDEF; |
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size_t k = kc; |
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while (k >= 4 * sizeof(uint16_t)) { |
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const float16x4_t va0 = vreinterpret_f16_u16(vld1_u16(a0)); a0 += 4; |
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const float16x4_t va1 = vreinterpret_f16_u16(vld1_u16(a1)); a1 += 4; |
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const float16x4_t va2 = vreinterpret_f16_u16(vld1_u16(a2)); a2 += 4; |
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const float16x4_t va3 = vreinterpret_f16_u16(vld1_u16(a3)); a3 += 4; |
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const float16x8_t vb01234567c0 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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const float16x8_t vb89ABCDEFc0 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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#if XNN_ARCH_ARM64 |
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vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c0, va0, 0); |
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vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c0, va1, 0); |
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vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c0, va2, 0); |
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vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c0, va3, 0); |
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vacc0x89ABCDEF = vfmaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc0, va0, 0); |
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vacc1x89ABCDEF = vfmaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc0, va1, 0); |
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vacc2x89ABCDEF = vfmaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc0, va2, 0); |
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vacc3x89ABCDEF = vfmaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc0, va3, 0); |
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#else |
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vacc0x01234567 = vmlaq_lane_f16(vacc0x01234567, vb01234567c0, va0, 0); |
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vacc1x01234567 = vmlaq_lane_f16(vacc1x01234567, vb01234567c0, va1, 0); |
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vacc2x01234567 = vmlaq_lane_f16(vacc2x01234567, vb01234567c0, va2, 0); |
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vacc3x01234567 = vmlaq_lane_f16(vacc3x01234567, vb01234567c0, va3, 0); |
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vacc0x89ABCDEF = vmlaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc0, va0, 0); |
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vacc1x89ABCDEF = vmlaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc0, va1, 0); |
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vacc2x89ABCDEF = vmlaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc0, va2, 0); |
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vacc3x89ABCDEF = vmlaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc0, va3, 0); |
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#endif |
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const float16x8_t vb01234567c1 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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const float16x8_t vb89ABCDEFc1 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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#if XNN_ARCH_ARM64 |
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vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c1, va0, 1); |
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vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c1, va1, 1); |
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vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c1, va2, 1); |
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vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c1, va3, 1); |
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vacc0x89ABCDEF = vfmaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc1, va0, 1); |
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vacc1x89ABCDEF = vfmaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc1, va1, 1); |
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vacc2x89ABCDEF = vfmaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc1, va2, 1); |
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vacc3x89ABCDEF = vfmaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc1, va3, 1); |
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#else |
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vacc0x01234567 = vmlaq_lane_f16(vacc0x01234567, vb01234567c1, va0, 1); |
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vacc1x01234567 = vmlaq_lane_f16(vacc1x01234567, vb01234567c1, va1, 1); |
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vacc2x01234567 = vmlaq_lane_f16(vacc2x01234567, vb01234567c1, va2, 1); |
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vacc3x01234567 = vmlaq_lane_f16(vacc3x01234567, vb01234567c1, va3, 1); |
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vacc0x89ABCDEF = vmlaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc1, va0, 1); |
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vacc1x89ABCDEF = vmlaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc1, va1, 1); |
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vacc2x89ABCDEF = vmlaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc1, va2, 1); |
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vacc3x89ABCDEF = vmlaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc1, va3, 1); |
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#endif |
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const float16x8_t vb01234567c2 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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const float16x8_t vb89ABCDEFc2 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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#if XNN_ARCH_ARM64 |
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vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c2, va0, 2); |
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vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c2, va1, 2); |
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vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c2, va2, 2); |
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vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c2, va3, 2); |
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vacc0x89ABCDEF = vfmaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc2, va0, 2); |
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vacc1x89ABCDEF = vfmaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc2, va1, 2); |
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vacc2x89ABCDEF = vfmaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc2, va2, 2); |
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vacc3x89ABCDEF = vfmaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc2, va3, 2); |
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#else |
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vacc0x01234567 = vmlaq_lane_f16(vacc0x01234567, vb01234567c2, va0, 2); |
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vacc1x01234567 = vmlaq_lane_f16(vacc1x01234567, vb01234567c2, va1, 2); |
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vacc2x01234567 = vmlaq_lane_f16(vacc2x01234567, vb01234567c2, va2, 2); |
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vacc3x01234567 = vmlaq_lane_f16(vacc3x01234567, vb01234567c2, va3, 2); |
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vacc0x89ABCDEF = vmlaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc2, va0, 2); |
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vacc1x89ABCDEF = vmlaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc2, va1, 2); |
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vacc2x89ABCDEF = vmlaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc2, va2, 2); |
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vacc3x89ABCDEF = vmlaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc2, va3, 2); |
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#endif |
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const float16x8_t vb01234567c3 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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const float16x8_t vb89ABCDEFc3 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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#if XNN_ARCH_ARM64 |
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vacc0x01234567 = vfmaq_lane_f16(vacc0x01234567, vb01234567c3, va0, 3); |
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vacc1x01234567 = vfmaq_lane_f16(vacc1x01234567, vb01234567c3, va1, 3); |
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vacc2x01234567 = vfmaq_lane_f16(vacc2x01234567, vb01234567c3, va2, 3); |
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vacc3x01234567 = vfmaq_lane_f16(vacc3x01234567, vb01234567c3, va3, 3); |
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vacc0x89ABCDEF = vfmaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc3, va0, 3); |
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vacc1x89ABCDEF = vfmaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc3, va1, 3); |
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vacc2x89ABCDEF = vfmaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc3, va2, 3); |
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vacc3x89ABCDEF = vfmaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc3, va3, 3); |
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#else |
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vacc0x01234567 = vmlaq_lane_f16(vacc0x01234567, vb01234567c3, va0, 3); |
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vacc1x01234567 = vmlaq_lane_f16(vacc1x01234567, vb01234567c3, va1, 3); |
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vacc2x01234567 = vmlaq_lane_f16(vacc2x01234567, vb01234567c3, va2, 3); |
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vacc3x01234567 = vmlaq_lane_f16(vacc3x01234567, vb01234567c3, va3, 3); |
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vacc0x89ABCDEF = vmlaq_lane_f16(vacc0x89ABCDEF, vb89ABCDEFc3, va0, 3); |
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vacc1x89ABCDEF = vmlaq_lane_f16(vacc1x89ABCDEF, vb89ABCDEFc3, va1, 3); |
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vacc2x89ABCDEF = vmlaq_lane_f16(vacc2x89ABCDEF, vb89ABCDEFc3, va2, 3); |
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vacc3x89ABCDEF = vmlaq_lane_f16(vacc3x89ABCDEF, vb89ABCDEFc3, va3, 3); |
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#endif |
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k -= 4 * sizeof(uint16_t); |
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} |
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if XNN_UNLIKELY(k != 0) { |
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do { |
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const float16x8_t va0 = vreinterpretq_f16_u16(vld1q_dup_u16(a0)); a0 += 1; |
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const float16x8_t va1 = vreinterpretq_f16_u16(vld1q_dup_u16(a1)); a1 += 1; |
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const float16x8_t va2 = vreinterpretq_f16_u16(vld1q_dup_u16(a2)); a2 += 1; |
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const float16x8_t va3 = vreinterpretq_f16_u16(vld1q_dup_u16(a3)); a3 += 1; |
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const float16x8_t vb01234567 = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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const float16x8_t vb89ABCDEF = vreinterpretq_f16_u16(vld1q_u16(w)); w = (const void*) ((uintptr_t) w + sizeof(float16x8_t)); |
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vacc0x01234567 = vfmaq_f16(vacc0x01234567, va0, vb01234567); |
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vacc1x01234567 = vfmaq_f16(vacc1x01234567, va1, vb01234567); |
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vacc2x01234567 = vfmaq_f16(vacc2x01234567, va2, vb01234567); |
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vacc3x01234567 = vfmaq_f16(vacc3x01234567, va3, vb01234567); |
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vacc0x89ABCDEF = vfmaq_f16(vacc0x89ABCDEF, va0, vb89ABCDEF); |
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vacc1x89ABCDEF = vfmaq_f16(vacc1x89ABCDEF, va1, vb89ABCDEF); |
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vacc2x89ABCDEF = vfmaq_f16(vacc2x89ABCDEF, va2, vb89ABCDEF); |
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vacc3x89ABCDEF = vfmaq_f16(vacc3x89ABCDEF, va3, vb89ABCDEF); |
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k -= sizeof(uint16_t); |
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} while (k != 0); |
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} |
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const float16x8_t vmin = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.min)); |
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vacc0x01234567 = vmaxq_f16(vacc0x01234567, vmin); |
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vacc1x01234567 = vmaxq_f16(vacc1x01234567, vmin); |
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vacc2x01234567 = vmaxq_f16(vacc2x01234567, vmin); |
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vacc3x01234567 = vmaxq_f16(vacc3x01234567, vmin); |
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vacc0x89ABCDEF = vmaxq_f16(vacc0x89ABCDEF, vmin); |
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vacc1x89ABCDEF = vmaxq_f16(vacc1x89ABCDEF, vmin); |
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vacc2x89ABCDEF = vmaxq_f16(vacc2x89ABCDEF, vmin); |
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vacc3x89ABCDEF = vmaxq_f16(vacc3x89ABCDEF, vmin); |
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const float16x8_t vmax = vreinterpretq_f16_u16(vld1q_dup_u16(¶ms->fp16arith.max)); |
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vacc0x01234567 = vminq_f16(vacc0x01234567, vmax); |
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vacc1x01234567 = vminq_f16(vacc1x01234567, vmax); |
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vacc2x01234567 = vminq_f16(vacc2x01234567, vmax); |
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vacc3x01234567 = vminq_f16(vacc3x01234567, vmax); |
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vacc0x89ABCDEF = vminq_f16(vacc0x89ABCDEF, vmax); |
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vacc1x89ABCDEF = vminq_f16(vacc1x89ABCDEF, vmax); |
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vacc2x89ABCDEF = vminq_f16(vacc2x89ABCDEF, vmax); |
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vacc3x89ABCDEF = vminq_f16(vacc3x89ABCDEF, vmax); |
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if XNN_LIKELY(nc >= 16) { |
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vst1q_u16(c0, vreinterpretq_u16_f16(vacc0x01234567)); |
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vst1q_u16(c0 + 8, vreinterpretq_u16_f16(vacc0x89ABCDEF)); |
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c0 = (uint16_t*) ((uintptr_t) c0 + cn_stride); |
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vst1q_u16(c1, vreinterpretq_u16_f16(vacc1x01234567)); |
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vst1q_u16(c1 + 8, vreinterpretq_u16_f16(vacc1x89ABCDEF)); |
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c1 = (uint16_t*) ((uintptr_t) c1 + cn_stride); |
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vst1q_u16(c2, vreinterpretq_u16_f16(vacc2x01234567)); |
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vst1q_u16(c2 + 8, vreinterpretq_u16_f16(vacc2x89ABCDEF)); |
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c2 = (uint16_t*) ((uintptr_t) c2 + cn_stride); |
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vst1q_u16(c3, vreinterpretq_u16_f16(vacc3x01234567)); |
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vst1q_u16(c3 + 8, vreinterpretq_u16_f16(vacc3x89ABCDEF)); |
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c3 = (uint16_t*) ((uintptr_t) c3 + cn_stride); |
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a0 = (const uint16_t*) ((uintptr_t) a0 - kc); |
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a1 = (const uint16_t*) ((uintptr_t) a1 - kc); |
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a2 = (const uint16_t*) ((uintptr_t) a2 - kc); |
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a3 = (const uint16_t*) ((uintptr_t) a3 - kc); |
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nc -= 16; |
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} else { |
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if (nc & 8) { |
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vst1q_u16(c0, vreinterpretq_u16_f16(vacc0x01234567)); c0 += 8; |
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vst1q_u16(c1, vreinterpretq_u16_f16(vacc1x01234567)); c1 += 8; |
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vst1q_u16(c2, vreinterpretq_u16_f16(vacc2x01234567)); c2 += 8; |
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vst1q_u16(c3, vreinterpretq_u16_f16(vacc3x01234567)); c3 += 8; |
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vacc0x01234567 = vacc0x89ABCDEF; |
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vacc1x01234567 = vacc1x89ABCDEF; |
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vacc2x01234567 = vacc2x89ABCDEF; |
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vacc3x01234567 = vacc3x89ABCDEF; |
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} |
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float16x4_t vacc0x0123 = vget_low_f16(vacc0x01234567); |
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float16x4_t vacc1x0123 = vget_low_f16(vacc1x01234567); |
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float16x4_t vacc2x0123 = vget_low_f16(vacc2x01234567); |
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float16x4_t vacc3x0123 = vget_low_f16(vacc3x01234567); |
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if (nc & 4) { |
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vst1_u16(c0, vreinterpret_u16_f16(vacc0x0123)); c0 += 4; |
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vst1_u16(c1, vreinterpret_u16_f16(vacc1x0123)); c1 += 4; |
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vst1_u16(c2, vreinterpret_u16_f16(vacc2x0123)); c2 += 4; |
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vst1_u16(c3, vreinterpret_u16_f16(vacc3x0123)); c3 += 4; |
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vacc0x0123 = vget_high_f16(vacc0x01234567); |
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vacc1x0123 = vget_high_f16(vacc1x01234567); |
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vacc2x0123 = vget_high_f16(vacc2x01234567); |
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vacc3x0123 = vget_high_f16(vacc3x01234567); |
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} |
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if (nc & 2) { |
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vst1_lane_u32((void*) c0, vreinterpret_u32_f16(vacc0x0123), 0); c0 += 2; |
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vst1_lane_u32((void*) c1, vreinterpret_u32_f16(vacc1x0123), 0); c1 += 2; |
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vst1_lane_u32((void*) c2, vreinterpret_u32_f16(vacc2x0123), 0); c2 += 2; |
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vst1_lane_u32((void*) c3, vreinterpret_u32_f16(vacc3x0123), 0); c3 += 2; |
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vacc0x0123 = vext_f16(vacc0x0123, vacc0x0123, 2); |
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vacc1x0123 = vext_f16(vacc1x0123, vacc1x0123, 2); |
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vacc2x0123 = vext_f16(vacc2x0123, vacc2x0123, 2); |
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vacc3x0123 = vext_f16(vacc3x0123, vacc3x0123, 2); |
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} |
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if (nc & 1) { |
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vst1_lane_u16(c0, vreinterpret_u16_f16(vacc0x0123), 0); |
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vst1_lane_u16(c1, vreinterpret_u16_f16(vacc1x0123), 0); |
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vst1_lane_u16(c2, vreinterpret_u16_f16(vacc2x0123), 0); |
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vst1_lane_u16(c3, vreinterpret_u16_f16(vacc3x0123), 0); |
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} |
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nc = 0; |
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} |
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} while (nc != 0); |
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} |
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