// Copyright 2019 Google LLC // // This source code is licensed under the BSD-style license found in the // LICENSE file in the root directory of this source tree. #include # void xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_${"a75" if PREFETCH else "a57"}( # size_t mr, x0 # size_t nc, x1 # size_t kc, x2 / x0 # size_t ks, x3 / x9 # const float**restrict a, x4 # const float*restrict w, x5 # float*restrict c, x6 # size_t cm_stride, x7 # size_t cn_stride, [sp] -> x10 # size_t a_offset, [sp + 8] -> x11 # const float* zero, [sp + 16] -> x12 # const xnn_f32_minmax_params params [sp + 24] -> x8 # d8-d15, x19-x30 need to be preserved if used. x18 is reserved by the OS. # A pointers # x20 a0 # x13 a1 # x14 a2 # x15 a3 # C pointers # x6 c0 # x16 c1 # x17 c2 # x7 c3 / cm_stride # Vector register usage # A0 v0 v4 # A1 v1 v5 # A2 v2 v6 # A3 v3 v7 # B v8 v9 v10 v11 # B v12 v13 v14 v15 # B v20 v21 v22 v23 # B v24 v25 v26 v27 # C v16 v17 # C v18 v19 # C v28 v29 # C v30 v31 # Clamp v4 v5 BEGIN_FUNCTION xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_${"a75" if PREFETCH else "a57"} # Load cn_stride, a_offset LDP x10, x11, [sp] # Load zero, params pointer LDP x12, x8, [sp, 16] # Load min/max values LD2R {v4.4s, v5.4s}, [x8] # Save x20 on stack STR x20, [sp, -80]! # Save d8-d15 on stack STP d8, d9, [sp, 16] STP d10, d11, [sp, 32] STP d12, d13, [sp, 48] STP d14, d15, [sp, 64] # Clamp C pointers CMP x0, 2 // if mr < 2 ADD x16, x6, x7 // c1 = c0 + cm_stride CSEL x16, x6, x16, LO // c1 = c0 ADD x17, x16, x7 // c2 = c1 + cm_stride // if mr <= 2 CSEL x17, x16, x17, LS // c2 = c1 CMP x0, 4 // if mr < 4 ADD x7, x17, x7 // c3 = c2 + cm_stride CSEL x7, x17, x7, LO // c3 = c2 0: # Load initial bias from w into accumulators LDP q16, q17, [x5], 32 MOV v18.16b, v16.16b MOV v19.16b, v17.16b MOV v28.16b, v16.16b MOV v29.16b, v17.16b MOV v30.16b, v16.16b MOV v31.16b, v17.16b MOV x9, x3 // p = ks 1: # Load next 4 A pointers LDP x20, x13, [x4], 16 LDP x14, x15, [x4], 16 CMP x20, x12 // if a0 == zero ADD x20, x20, x11 // a0 += a_offset CSEL x20, x12, x20, EQ // a0 = zero, else += a0 + a_offset CMP x13, x12 // if a1 == zero ADD x13, x13, x11 // a1 += a_offset CSEL x13, x12, x13, EQ // a1 = zero, else += a1 + a_offset CMP x14, x12 // if a2 == zero ADD x14, x14, x11 // a2 += a_offset CSEL x14, x12, x14, EQ // a2 = zero, else += a2 + a_offset CMP x15, x12 // if a3 == zero ADD x15, x15, x11 // a3 += a_offset CSEL x15, x12, x15, EQ // a3 = zero, else += a3 + a_offset # Is there at least 8 floats (32 bytes) for prologue + epilogue? SUBS x0, x2, 32 // k = kc - 32 B.LO 4f # 16 prologue # Read first block of 4 A and B. LDR q0, [x20], 16 LDP q20, q21, [x5], 32 LDR q1, [x13], 16 LDR q2, [x14], 16 LDR q3, [x15], 16 LDP q22, q23, [x5], 32 LDP q24, q25, [x5], 32 LDP q26, q27, [x5], 32 # Is there at least 32. yes do main loop SUBS x0, x0, 32 B.LO 3f # Main loop - 8 floats of A 2: # First block of 4. FMA for first 4, loads for 2nd block of 4. FMLA v16.4s, v20.4s, v0.s[0] LDP q8, q9, [x5], 32 FMLA v17.4s, v21.4s, v0.s[0] FMLA v18.4s, v20.4s, v1.s[0] LDP q10, q11, [x5], 32 FMLA v19.4s, v21.4s, v1.s[0] FMLA v28.4s, v20.4s, v2.s[0] LDP q12, q13, [x5], 32 FMLA v29.4s, v21.4s, v2.s[0] FMLA v30.4s, v20.4s, v3.s[0] LDP q14, q15, [x5], 32 FMLA v31.4s, v21.4s, v3.s[0] FMLA v16.4s, v22.4s, v0.s[1] LDR q4, [x20], 16 FMLA v17.4s, v23.4s, v0.s[1] FMLA v18.4s, v22.4s, v1.s[1] LDR q5, [x13], 16 FMLA v19.4s, v23.4s, v1.s[1] FMLA v28.4s, v22.4s, v2.s[1] LDR q6, [x14], 16 FMLA v29.4s, v23.4s, v2.s[1] FMLA v30.4s, v22.4s, v3.s[1] LDR q7, [x15], 16 FMLA v31.4s, v23.4s, v3.s[1] FMLA v16.4s, v24.4s, v0.s[2] $if PREFETCH: PRFM PLDL1KEEP, [x5, 128] FMLA v17.4s, v25.4s, v0.s[2] FMLA v18.4s, v24.4s, v1.s[2] $if PREFETCH: PRFM PLDL1KEEP, [x5, 192] FMLA v19.4s, v25.4s, v1.s[2] FMLA v28.4s, v24.4s, v2.s[2] $if PREFETCH: PRFM PLDL1KEEP, [x5, 256] FMLA v29.4s, v25.4s, v2.s[2] FMLA v30.4s, v24.4s, v3.s[2] $if PREFETCH: PRFM PLDL1KEEP, [x5, 320] FMLA v31.4s, v25.4s, v3.s[2] FMLA v16.4s, v26.4s, v0.s[3] FMLA v17.4s, v27.4s, v0.s[3] FMLA v18.4s, v26.4s, v1.s[3] FMLA v19.4s, v27.4s, v1.s[3] FMLA v28.4s, v26.4s, v2.s[3] FMLA v29.4s, v27.4s, v2.s[3] FMLA v30.4s, v26.4s, v3.s[3] FMLA v31.4s, v27.4s, v3.s[3] # Second block of 4. FMA for second 4, loads for 1nd block of 4. FMLA v16.4s, v8.4s, v4.s[0] LDP q20, q21, [x5], 32 FMLA v17.4s, v9.4s, v4.s[0] FMLA v18.4s, v8.4s, v5.s[0] LDP q22, q23, [x5], 32 FMLA v19.4s, v9.4s, v5.s[0] FMLA v28.4s, v8.4s, v6.s[0] LDP q24, q25, [x5], 32 FMLA v29.4s, v9.4s, v6.s[0] FMLA v30.4s, v8.4s, v7.s[0] LDP q26, q27, [x5], 32 FMLA v31.4s, v9.4s, v7.s[0] FMLA v16.4s, v10.4s, v4.s[1] LDR q0, [x20], 16 FMLA v17.4s, v11.4s, v4.s[1] FMLA v18.4s, v10.4s, v5.s[1] LDR q1, [x13], 16 FMLA v19.4s, v11.4s, v5.s[1] FMLA v28.4s, v10.4s, v6.s[1] LDR q2, [x14], 16 FMLA v29.4s, v11.4s, v6.s[1] FMLA v30.4s, v10.4s, v7.s[1] LDR q3, [x15], 16 FMLA v31.4s, v11.4s, v7.s[1] FMLA v16.4s, v12.4s, v4.s[2] FMLA v17.4s, v13.4s, v4.s[2] FMLA v18.4s, v12.4s, v5.s[2] FMLA v19.4s, v13.4s, v5.s[2] FMLA v28.4s, v12.4s, v6.s[2] FMLA v29.4s, v13.4s, v6.s[2] FMLA v30.4s, v12.4s, v7.s[2] FMLA v31.4s, v13.4s, v7.s[2] FMLA v16.4s, v14.4s, v4.s[3] FMLA v17.4s, v15.4s, v4.s[3] FMLA v18.4s, v14.4s, v5.s[3] FMLA v19.4s, v15.4s, v5.s[3] FMLA v28.4s, v14.4s, v6.s[3] FMLA v29.4s, v15.4s, v6.s[3] SUBS x0, x0, 32 FMLA v30.4s, v14.4s, v7.s[3] FMLA v31.4s, v15.4s, v7.s[3] B.HS 2b 3: # Epilogue # First block of 4. FMA for first 4, loads for 2nd block of 4. FMLA v16.4s, v20.4s, v0.s[0] LDP q8, q9, [x5], 32 FMLA v17.4s, v21.4s, v0.s[0] FMLA v18.4s, v20.4s, v1.s[0] LDP q10, q11, [x5], 32 FMLA v19.4s, v21.4s, v1.s[0] FMLA v28.4s, v20.4s, v2.s[0] LDP q12, q13, [x5], 32 FMLA v29.4s, v21.4s, v2.s[0] FMLA v30.4s, v20.4s, v3.s[0] LDP q14, q15, [x5], 32 FMLA v31.4s, v21.4s, v3.s[0] FMLA v16.4s, v22.4s, v0.s[1] LDR q4, [x20], 16 FMLA v17.4s, v23.4s, v0.s[1] FMLA v18.4s, v22.4s, v1.s[1] LDR q5, [x13], 16 FMLA v19.4s, v23.4s, v1.s[1] FMLA v28.4s, v22.4s, v2.s[1] LDR q6, [x14], 16 FMLA v29.4s, v23.4s, v2.s[1] FMLA v30.4s, v22.4s, v3.s[1] LDR q7, [x15], 16 FMLA v31.4s, v23.4s, v3.s[1] FMLA v16.4s, v24.4s, v0.s[2] FMLA v17.4s, v25.4s, v0.s[2] FMLA v18.4s, v24.4s, v1.s[2] FMLA v19.4s, v25.4s, v1.s[2] FMLA v28.4s, v24.4s, v2.s[2] FMLA v29.4s, v25.4s, v2.s[2] FMLA v30.4s, v24.4s, v3.s[2] FMLA v31.4s, v25.4s, v3.s[2] FMLA v16.4s, v26.4s, v0.s[3] FMLA v17.4s, v27.4s, v0.s[3] FMLA v18.4s, v26.4s, v1.s[3] FMLA v19.4s, v27.4s, v1.s[3] FMLA v28.4s, v26.4s, v2.s[3] FMLA v29.4s, v27.4s, v2.s[3] FMLA v30.4s, v26.4s, v3.s[3] FMLA v31.4s, v27.4s, v3.s[3] # Second block of 4. FMA for second 4, noloads FMLA v16.4s, v8.4s, v4.s[0] FMLA v17.4s, v9.4s, v4.s[0] FMLA v18.4s, v8.4s, v5.s[0] FMLA v19.4s, v9.4s, v5.s[0] FMLA v28.4s, v8.4s, v6.s[0] FMLA v29.4s, v9.4s, v6.s[0] FMLA v30.4s, v8.4s, v7.s[0] FMLA v31.4s, v9.4s, v7.s[0] FMLA v16.4s, v10.4s, v4.s[1] FMLA v17.4s, v11.4s, v4.s[1] FMLA v18.4s, v10.4s, v5.s[1] FMLA v19.4s, v11.4s, v5.s[1] FMLA v28.4s, v10.4s, v6.s[1] FMLA v29.4s, v11.4s, v6.s[1] FMLA v30.4s, v10.4s, v7.s[1] FMLA v31.4s, v11.4s, v7.s[1] FMLA v16.4s, v12.4s, v4.s[2] FMLA v17.4s, v13.4s, v4.s[2] FMLA v18.4s, v12.4s, v5.s[2] FMLA v19.4s, v13.4s, v5.s[2] FMLA v28.4s, v12.4s, v6.s[2] FMLA v29.4s, v13.4s, v6.s[2] FMLA v30.4s, v12.4s, v7.s[2] FMLA v31.4s, v13.4s, v7.s[2] FMLA v16.4s, v14.4s, v4.s[3] FMLA v17.4s, v15.4s, v4.s[3] FMLA v18.4s, v14.4s, v5.s[3] FMLA v19.4s, v15.4s, v5.s[3] # Load min/max values LD2R {v4.4s, v5.4s}, [x8] FMLA v28.4s, v14.4s, v6.s[3] FMLA v29.4s, v15.4s, v6.s[3] FMLA v30.4s, v14.4s, v7.s[3] FMLA v31.4s, v15.4s, v7.s[3] 4: # Remainder- 4 floats of A TBZ x0, 4, 5f LDR q0, [x20], 16 LDP q20, q21, [x5], 32 LDR q1, [x13], 16 LDR q2, [x14], 16 LDR q3, [x15], 16 FMLA v16.4s, v20.4s, v0.s[0] FMLA v17.4s, v21.4s, v0.s[0] LDP q22, q23, [x5], 32 FMLA v18.4s, v20.4s, v1.s[0] FMLA v19.4s, v21.4s, v1.s[0] LDP q24, q25, [x5], 32 FMLA v28.4s, v20.4s, v2.s[0] FMLA v29.4s, v21.4s, v2.s[0] LDP q26, q27, [x5], 32 FMLA v30.4s, v20.4s, v3.s[0] FMLA v31.4s, v21.4s, v3.s[0] FMLA v16.4s, v22.4s, v0.s[1] FMLA v17.4s, v23.4s, v0.s[1] FMLA v18.4s, v22.4s, v1.s[1] FMLA v19.4s, v23.4s, v1.s[1] FMLA v28.4s, v22.4s, v2.s[1] FMLA v29.4s, v23.4s, v2.s[1] FMLA v30.4s, v22.4s, v3.s[1] FMLA v31.4s, v23.4s, v3.s[1] FMLA v16.4s, v24.4s, v0.s[2] FMLA v17.4s, v25.4s, v0.s[2] FMLA v18.4s, v24.4s, v1.s[2] FMLA v19.4s, v25.4s, v1.s[2] FMLA v28.4s, v24.4s, v2.s[2] FMLA v29.4s, v25.4s, v2.s[2] FMLA v30.4s, v24.4s, v3.s[2] FMLA v31.4s, v25.4s, v3.s[2] FMLA v16.4s, v26.4s, v0.s[3] FMLA v17.4s, v27.4s, v0.s[3] FMLA v18.4s, v26.4s, v1.s[3] FMLA v19.4s, v27.4s, v1.s[3] FMLA v28.4s, v26.4s, v2.s[3] FMLA v29.4s, v27.4s, v2.s[3] FMLA v30.4s, v26.4s, v3.s[3] FMLA v31.4s, v27.4s, v3.s[3] 5: # Remainder- 2 floats of A TBZ x0, 3, 6f LDR d0, [x20], 8 LDP q20, q21, [x5], 32 LDR d1, [x13], 8 LDR d2, [x14], 8 LDR d3, [x15], 8 FMLA v16.4s, v20.4s, v0.s[0] FMLA v17.4s, v21.4s, v0.s[0] LDP q22, q23, [x5], 32 FMLA v18.4s, v20.4s, v1.s[0] FMLA v19.4s, v21.4s, v1.s[0] FMLA v28.4s, v20.4s, v2.s[0] FMLA v29.4s, v21.4s, v2.s[0] FMLA v30.4s, v20.4s, v3.s[0] FMLA v31.4s, v21.4s, v3.s[0] FMLA v16.4s, v22.4s, v0.s[1] FMLA v17.4s, v23.4s, v0.s[1] FMLA v18.4s, v22.4s, v1.s[1] FMLA v19.4s, v23.4s, v1.s[1] FMLA v28.4s, v22.4s, v2.s[1] FMLA v29.4s, v23.4s, v2.s[1] FMLA v30.4s, v22.4s, v3.s[1] FMLA v31.4s, v23.4s, v3.s[1] 6: # Remainder- 1 float of A TBZ x0, 2, 7f LDR s0, [x20], 4 LDP q20, q21, [x5], 32 LDR s1, [x13], 4 LDR s2, [x14], 4 LDR s3, [x15], 4 FMLA v16.4s, v20.4s, v0.s[0] FMLA v17.4s, v21.4s, v0.s[0] FMLA v18.4s, v20.4s, v1.s[0] FMLA v19.4s, v21.4s, v1.s[0] FMLA v28.4s, v20.4s, v2.s[0] FMLA v29.4s, v21.4s, v2.s[0] FMLA v30.4s, v20.4s, v3.s[0] FMLA v31.4s, v21.4s, v3.s[0] 7: # ks loop SUBS x9, x9, 32 // ks -= MR * sizeof(void*) B.HI 1b # Clamp FMAX v16.4s, v16.4s, v4.4s FMAX v17.4s, v17.4s, v4.4s FMAX v18.4s, v18.4s, v4.4s FMAX v19.4s, v19.4s, v4.4s FMAX v28.4s, v28.4s, v4.4s FMAX v29.4s, v29.4s, v4.4s FMAX v30.4s, v30.4s, v4.4s FMAX v31.4s, v31.4s, v4.4s FMIN v16.4s, v16.4s, v5.4s FMIN v17.4s, v17.4s, v5.4s FMIN v18.4s, v18.4s, v5.4s FMIN v19.4s, v19.4s, v5.4s FMIN v28.4s, v28.4s, v5.4s FMIN v29.4s, v29.4s, v5.4s FMIN v30.4s, v30.4s, v5.4s FMIN v31.4s, v31.4s, v5.4s # Store full 4 x 8 SUBS x1, x1, 8 B.LO 8f STP q30, q31, [x7] ADD x7, x7, x10 STP q28, q29, [x17] ADD x17, x17, x10 STP q18, q19, [x16] ADD x16, x16, x10 STP q16, q17, [x6] ADD x6, x6, x10 SUB x4, x4, x3 // a -= ks # nc loop B.HI 0b # Restore d8-d15 from stack LDP d14, d15, [sp, 64] LDP d12, d13, [sp, 48] LDP d10, d11, [sp, 32] LDP d8, d9, [sp, 16] # Restore x20 from stack LDR x20, [sp], 80 RET # Store odd width 8: TBZ x1, 2, 9f STR q30, [x7], 16 MOV v30.16b, v31.16b STR q28, [x17], 16 MOV v28.16b, v29.16b STR q18, [x16], 16 MOV v18.16b, v19.16b STR q16, [x6], 16 MOV v16.16b, v17.16b 9: TBZ x1, 1, 10f STR d30, [x7], 8 DUP d30, v30.d[1] STR d28, [x17], 8 DUP d28, v28.d[1] STR d18, [x16], 8 DUP d18, v18.d[1] STR d16, [x6], 8 DUP d16, v16.d[1] 10: TBZ x1, 0, 11f STR s30, [x7] STR s28, [x17] STR s18, [x16] STR s16, [x6] 11: # Restore d8-d15 from stack LDP d14, d15, [sp, 64] LDP d12, d13, [sp, 48] LDP d10, d11, [sp, 32] LDP d8, d9, [sp, 16] # Restore x20 from stack LDR x20, [sp], 80 RET END_FUNCTION xnn_f32_igemm_minmax_ukernel_4x8__aarch64_neonfma_cortex_${"a75" if PREFETCH else "a57"} #ifdef __ELF__ .section ".note.GNU-stack","",%progbits #endif