#include "includes.h"



__global__ static void calc_predict(int objs,int objs_train,double* a,double b,int* y_train,double* kval,int* y){
int id=blockDim.x * blockIdx.x + threadIdx.x;
if (id<objs){
double fx=b;
for (int i=0;i<objs_train;i++){
//access to a and y are not coalesced
fx+=a[i]*y_train[i]*kval[i*objs+id];
}
y[id] = fx>=0 ? 1:-1;
}
}
	.file	"tmpxft_0032f315_00000000-6_calc_predict.cudafe1.cpp"
	.text
#APP

#NO_APP
	.type	_ZL26__cudaUnregisterBinaryUtilv, @function
_ZL26__cudaUnregisterBinaryUtilv:
.LFB2010:
	.cfi_startproc
	endbr64
	movq	_ZL20__cudaFatCubinHandle(%rip), %rdi
	jmp	__cudaUnregisterFatBinary@PLT
	.cfi_endproc
.LFE2010:
	.size	_ZL26__cudaUnregisterBinaryUtilv, .-_ZL26__cudaUnregisterBinaryUtilv
	.type	_ZL12calc_predictiiPddPiS_S0_, @function
_ZL12calc_predictiiPddPiS_S0_:
.LFB2033:
	.cfi_startproc
	endbr64
	subq	$184, %rsp
	.cfi_def_cfa_offset 192
	movq	%fs:40, %rax
	movq	%rax, 168(%rsp)
	xorl	%eax, %eax
	movq	%rsp, %rax
	movl	%edi, (%rsp)
	leaq	64(%rsp), %rdi
	movq	%rax, 112(%rsp)
	leaq	4(%rsp), %rax
	movq	%rax, 120(%rsp)
	leaq	8(%rsp), %rax
	movq	%rax, 128(%rsp)
	leaq	16(%rsp), %rax
	movq	%rax, 136(%rsp)
	leaq	24(%rsp), %rax
	movq	%rax, 144(%rsp)
	leaq	32(%rsp), %rax
	movq	%rax, 152(%rsp)
	leaq	40(%rsp), %rax
	movl	%esi, 4(%rsp)
	leaq	76(%rsp), %rsi
	movq	%rdx, 8(%rsp)
	leaq	48(%rsp), %rdx
	movq	%rcx, 24(%rsp)
	leaq	56(%rsp), %rcx
	movq	%rax, 160(%rsp)
	movabsq	$4294967297, %rax
	movq	%r8, 32(%rsp)
	movq	%r9, 40(%rsp)
	movq	%rax, 64(%rsp)
	movl	$1, 72(%rsp)
	movq	%rax, 76(%rsp)
	movl	$1, 84(%rsp)
	movsd	%xmm0, 16(%rsp)
	call	__cudaPopCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L2
	pushq	56(%rsp)
	.cfi_def_cfa_offset 200
	leaq	_ZL12calc_predictiiPddPiS_S0_(%rip), %rdi
	pushq	56(%rsp)
	.cfi_def_cfa_offset 208
	movq	92(%rsp), %rcx
	movl	100(%rsp), %r8d
	movq	80(%rsp), %rsi
	movl	88(%rsp), %edx
	leaq	128(%rsp), %r9
	call	cudaLaunchKernel@PLT
	popq	%rax
	.cfi_def_cfa_offset 200
	popq	%rdx
	.cfi_def_cfa_offset 192
.L2:
	movq	168(%rsp), %rax
	subq	%fs:40, %rax
	je	.L4
	call	__stack_chk_fail@PLT
.L4:
	addq	$184, %rsp
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE2033:
	.size	_ZL12calc_predictiiPddPiS_S0_, .-_ZL12calc_predictiiPddPiS_S0_
	.section	.rodata.str1.1,"aMS",@progbits,1
.LC0:
	.string	"_Z12calc_predictiiPddPiS_S0_"
	.section	.text.startup,"ax",@progbits
	.type	_ZL24__sti____cudaRegisterAllv, @function
_ZL24__sti____cudaRegisterAllv:
.LFB2035:
	.cfi_startproc
	endbr64
	pushq	%rax
	.cfi_def_cfa_offset 16
	leaq	_ZL15__fatDeviceText(%rip), %rdi
	call	__cudaRegisterFatBinary@PLT
	pushq	$0
	.cfi_def_cfa_offset 24
	xorl	%r9d, %r9d
	orl	$-1, %r8d
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC0(%rip), %rdx
	movq	%rax, %rdi
	leaq	_ZL12calc_predictiiPddPiS_S0_(%rip), %rsi
	pushq	$0
	.cfi_def_cfa_offset 40
	movq	%rdx, %rcx
	pushq	$0
	.cfi_def_cfa_offset 48
	movq	%rax, _ZL20__cudaFatCubinHandle(%rip)
	call	__cudaRegisterFunction@PLT
	movq	_ZL20__cudaFatCubinHandle(%rip), %rdi
	addq	$32, %rsp
	.cfi_def_cfa_offset 16
	call	__cudaRegisterFatBinaryEnd@PLT
	leaq	_ZL26__cudaUnregisterBinaryUtilv(%rip), %rdi
	popq	%rdx
	.cfi_def_cfa_offset 8
	jmp	atexit@PLT
	.cfi_endproc
.LFE2035:
	.size	_ZL24__sti____cudaRegisterAllv, .-_ZL24__sti____cudaRegisterAllv
	.section	.init_array,"aw"
	.align 8
	.quad	_ZL24__sti____cudaRegisterAllv
	.section	.nvFatBinSegment,"aw"
	.align 8
	.type	_ZL15__fatDeviceText, @object
	.size	_ZL15__fatDeviceText, 24
_ZL15__fatDeviceText:
	.long	1180844977
	.long	1
	.quad	fatbinData
	.quad	0
	.local	_ZL20__cudaFatCubinHandle
	.comm	_ZL20__cudaFatCubinHandle,8,8
	.ident	"GCC: (Ubuntu 13.3.0-6ubuntu2~24.04) 13.3.0"
	.section	.note.GNU-stack,"",@progbits
	.section	.note.gnu.property,"a"
	.align 8
	.long	1f - 0f
	.long	4f - 1f
	.long	5
0:
	.string	"GNU"
1:
	.align 8
	.long	0xc0000002
	.long	3f - 2f
2:
	.long	0x3
3:
	.align 8
4:


#include <hip/hip_runtime.h>
#include "includes.h"



__global__ static void calc_predict(int objs,int objs_train,double* a,double b,int* y_train,double* kval,int* y){
int id=blockDim.x * blockIdx.x + threadIdx.x;
if (id<objs){
double fx=b;
for (int i=0;i<objs_train;i++){
//access to a and y are not coalesced
fx+=a[i]*y_train[i]*kval[i*objs+id];
}
y[id] = fx>=0 ? 1:-1;
}
}
	.text
	.file	"calc_predict.hip"
	.type	__hip_cuid_,@object             # @__hip_cuid_
	.bss
	.globl	__hip_cuid_
__hip_cuid_:
	.byte	0                               # 0x0
	.size	__hip_cuid_, 1

	.ident	"AMD clang version 18.0.0git (https://github.com/RadeonOpenCompute/llvm-project roc-6.3.2 25012 e5bf7e55c91490b07c49d8960fa7983d864936c4)"
	.section	".note.GNU-stack","",@progbits
	.addrsig
	.addrsig_sym __hip_cuid_

	.text
	.amdgcn_target "amdgcn-amd-amdhsa--gfx1100"
	.section	.text._ZL12calc_predictiiPddPiS_S0_,"axG",@progbits,_ZL12calc_predictiiPddPiS_S0_,comdat
	.globl	_ZL12calc_predictiiPddPiS_S0_   ; -- Begin function _ZL12calc_predictiiPddPiS_S0_
	.p2align	8
	.type	_ZL12calc_predictiiPddPiS_S0_,@function
_ZL12calc_predictiiPddPiS_S0_:          ; @_ZL12calc_predictiiPddPiS_S0_
; %bb.0:
	s_clause 0x1
	s_load_b32 s4, s[0:1], 0x3c
	s_load_b64 s[2:3], s[0:1], 0x0
	s_waitcnt lgkmcnt(0)
	s_and_b32 s4, s4, 0xffff
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(SKIP_1) | instid1(VALU_DEP_1)
	v_mad_u64_u32 v[1:2], null, s15, s4, v[0:1]
	s_mov_b32 s4, exec_lo
	v_cmpx_gt_i32_e64 s2, v1
	s_cbranch_execz .LBB0_5
; %bb.1:                                ; %.preheader
	s_clause 0x1
	s_load_b256 s[4:11], s[0:1], 0x8
	s_load_b64 s[0:1], s[0:1], 0x28
	s_cmp_lt_i32 s3, 1
	s_waitcnt lgkmcnt(0)
	v_dual_mov_b32 v3, s6 :: v_dual_mov_b32 v4, s7
	s_cbranch_scc1 .LBB0_4
; %bb.2:                                ; %.lr.ph.preheader
	v_dual_mov_b32 v3, s6 :: v_dual_mov_b32 v4, s7
	v_mov_b32_e32 v5, v1
.LBB0_3:                                ; %.lr.ph
                                        ; =>This Inner Loop Header: Depth=1
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_2) | instid1(VALU_DEP_1)
	v_ashrrev_i32_e32 v6, 31, v5
	s_load_b32 s6, s[8:9], 0x0
	s_add_i32 s3, s3, -1
	v_lshlrev_b64 v[6:7], 3, v[5:6]
	v_add_nc_u32_e32 v5, s2, v5
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_3)
	v_add_co_u32 v6, vcc_lo, s10, v6
	v_add_co_ci_u32_e32 v7, vcc_lo, s11, v7, vcc_lo
	global_load_b64 v[6:7], v[6:7], off
	s_waitcnt lgkmcnt(0)
	v_cvt_f64_i32_e32 v[8:9], s6
	s_load_b64 s[6:7], s[4:5], 0x0
	s_add_u32 s4, s4, 8
	s_addc_u32 s5, s5, 0
	s_add_u32 s8, s8, 4
	s_addc_u32 s9, s9, 0
	s_cmp_eq_u32 s3, 0
	s_waitcnt lgkmcnt(0)
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_1) | instid1(VALU_DEP_1)
	v_mul_f64 v[8:9], s[6:7], v[8:9]
	s_waitcnt vmcnt(0)
	v_fma_f64 v[3:4], v[6:7], v[8:9], v[3:4]
	s_cbranch_scc0 .LBB0_3
.LBB0_4:                                ; %Flow51
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_1) | instid1(VALU_DEP_1)
	v_cmp_le_f64_e32 vcc_lo, 0, v[3:4]
	v_ashrrev_i32_e32 v2, 31, v1
	v_lshlrev_b64 v[0:1], 2, v[1:2]
	v_cndmask_b32_e64 v2, -1, 1, vcc_lo
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_3)
	v_add_co_u32 v0, vcc_lo, s0, v0
	v_add_co_ci_u32_e32 v1, vcc_lo, s1, v1, vcc_lo
	global_store_b32 v[0:1], v2, off
.LBB0_5:
	s_nop 0
	s_sendmsg sendmsg(MSG_DEALLOC_VGPRS)
	s_endpgm
	.section	.rodata,"a",@progbits
	.p2align	6, 0x0
	.amdhsa_kernel _ZL12calc_predictiiPddPiS_S0_
		.amdhsa_group_segment_fixed_size 0
		.amdhsa_private_segment_fixed_size 0
		.amdhsa_kernarg_size 304
		.amdhsa_user_sgpr_count 15
		.amdhsa_user_sgpr_dispatch_ptr 0
		.amdhsa_user_sgpr_queue_ptr 0
		.amdhsa_user_sgpr_kernarg_segment_ptr 1
		.amdhsa_user_sgpr_dispatch_id 0
		.amdhsa_user_sgpr_private_segment_size 0
		.amdhsa_wavefront_size32 1
		.amdhsa_uses_dynamic_stack 0
		.amdhsa_enable_private_segment 0
		.amdhsa_system_sgpr_workgroup_id_x 1
		.amdhsa_system_sgpr_workgroup_id_y 0
		.amdhsa_system_sgpr_workgroup_id_z 0
		.amdhsa_system_sgpr_workgroup_info 0
		.amdhsa_system_vgpr_workitem_id 0
		.amdhsa_next_free_vgpr 10
		.amdhsa_next_free_sgpr 16
		.amdhsa_float_round_mode_32 0
		.amdhsa_float_round_mode_16_64 0
		.amdhsa_float_denorm_mode_32 3
		.amdhsa_float_denorm_mode_16_64 3
		.amdhsa_dx10_clamp 1
		.amdhsa_ieee_mode 1
		.amdhsa_fp16_overflow 0
		.amdhsa_workgroup_processor_mode 1
		.amdhsa_memory_ordered 1
		.amdhsa_forward_progress 0
		.amdhsa_shared_vgpr_count 0
		.amdhsa_exception_fp_ieee_invalid_op 0
		.amdhsa_exception_fp_denorm_src 0
		.amdhsa_exception_fp_ieee_div_zero 0
		.amdhsa_exception_fp_ieee_overflow 0
		.amdhsa_exception_fp_ieee_underflow 0
		.amdhsa_exception_fp_ieee_inexact 0
		.amdhsa_exception_int_div_zero 0
	.end_amdhsa_kernel
	.section	.text._ZL12calc_predictiiPddPiS_S0_,"axG",@progbits,_ZL12calc_predictiiPddPiS_S0_,comdat
.Lfunc_end0:
	.size	_ZL12calc_predictiiPddPiS_S0_, .Lfunc_end0-_ZL12calc_predictiiPddPiS_S0_
                                        ; -- End function
	.section	.AMDGPU.csdata,"",@progbits
; Kernel info:
; codeLenInByte = 300
; NumSgprs: 18
; NumVgprs: 10
; ScratchSize: 0
; MemoryBound: 0
; FloatMode: 240
; IeeeMode: 1
; LDSByteSize: 0 bytes/workgroup (compile time only)
; SGPRBlocks: 2
; VGPRBlocks: 1
; NumSGPRsForWavesPerEU: 18
; NumVGPRsForWavesPerEU: 10
; Occupancy: 16
; WaveLimiterHint : 0
; COMPUTE_PGM_RSRC2:SCRATCH_EN: 0
; COMPUTE_PGM_RSRC2:USER_SGPR: 15
; COMPUTE_PGM_RSRC2:TRAP_HANDLER: 0
; COMPUTE_PGM_RSRC2:TGID_X_EN: 1
; COMPUTE_PGM_RSRC2:TGID_Y_EN: 0
; COMPUTE_PGM_RSRC2:TGID_Z_EN: 0
; COMPUTE_PGM_RSRC2:TIDIG_COMP_CNT: 0
	.text
	.p2alignl 7, 3214868480
	.fill 96, 4, 3214868480
	.type	__hip_cuid_,@object             ; @__hip_cuid_
	.section	.bss,"aw",@nobits
	.globl	__hip_cuid_
__hip_cuid_:
	.byte	0                               ; 0x0
	.size	__hip_cuid_, 1

	.ident	"AMD clang version 18.0.0git (https://github.com/RadeonOpenCompute/llvm-project roc-6.3.2 25012 e5bf7e55c91490b07c49d8960fa7983d864936c4)"
	.section	".note.GNU-stack","",@progbits
	.addrsig
	.addrsig_sym __hip_cuid_
	.amdgpu_metadata
---
amdhsa.kernels:
  - .args:
      - .offset:         0
        .size:           4
        .value_kind:     by_value
      - .offset:         4
        .size:           4
        .value_kind:     by_value
      - .address_space:  global
        .offset:         8
        .size:           8
        .value_kind:     global_buffer
      - .offset:         16
        .size:           8
        .value_kind:     by_value
      - .address_space:  global
        .offset:         24
        .size:           8
        .value_kind:     global_buffer
      - .address_space:  global
        .offset:         32
        .size:           8
        .value_kind:     global_buffer
      - .address_space:  global
        .offset:         40
        .size:           8
        .value_kind:     global_buffer
      - .offset:         48
        .size:           4
        .value_kind:     hidden_block_count_x
      - .offset:         52
        .size:           4
        .value_kind:     hidden_block_count_y
      - .offset:         56
        .size:           4
        .value_kind:     hidden_block_count_z
      - .offset:         60
        .size:           2
        .value_kind:     hidden_group_size_x
      - .offset:         62
        .size:           2
        .value_kind:     hidden_group_size_y
      - .offset:         64
        .size:           2
        .value_kind:     hidden_group_size_z
      - .offset:         66
        .size:           2
        .value_kind:     hidden_remainder_x
      - .offset:         68
        .size:           2
        .value_kind:     hidden_remainder_y
      - .offset:         70
        .size:           2
        .value_kind:     hidden_remainder_z
      - .offset:         88
        .size:           8
        .value_kind:     hidden_global_offset_x
      - .offset:         96
        .size:           8
        .value_kind:     hidden_global_offset_y
      - .offset:         104
        .size:           8
        .value_kind:     hidden_global_offset_z
      - .offset:         112
        .size:           2
        .value_kind:     hidden_grid_dims
    .group_segment_fixed_size: 0
    .kernarg_segment_align: 8
    .kernarg_segment_size: 304
    .language:       OpenCL C
    .language_version:
      - 2
      - 0
    .max_flat_workgroup_size: 1024
    .name:           _ZL12calc_predictiiPddPiS_S0_
    .private_segment_fixed_size: 0
    .sgpr_count:     18
    .sgpr_spill_count: 0
    .symbol:         _ZL12calc_predictiiPddPiS_S0_.kd
    .uniform_work_group_size: 1
    .uses_dynamic_stack: false
    .vgpr_count:     10
    .vgpr_spill_count: 0
    .wavefront_size: 32
    .workgroup_processor_mode: 1
amdhsa.target:   amdgcn-amd-amdhsa--gfx1100
amdhsa.version:
  - 1
  - 2
...

	.end_amdgpu_metadata
