#include <iostream>
#include <cuda_runtime.h>
#include <cuda_fp16.h>

#define WIDTH 32
#define HEIGHT 32
#define DEPTH 3
#define FILTER_SIZE 3
#define NUM_FILTERS 8
#define BATCH_SIZE 1

__global__ void convBackwardKernel(float* d_output, float* d_input, float* d_kernel, int width, int height, int depth, int filters, int batchSize) {
    extern __shared__ float sharedMem[];

    int bx = blockIdx.x;
    int by = blockIdx.y;
    int bz = blockIdx.z;
    int tx = threadIdx.x;
    int ty = threadIdx.y;
    int tz = threadIdx.z;

    int outputX = bx * blockDim.x + tx;
    int outputY = by * blockDim.y + ty;
    int filterIndex = bz;

    if (outputX >= width || outputY >= height) return;

    float sum = 0.0f;
    for (int d = 0; d < depth; ++d) {
        for (int fy = 0; fy < FILTER_SIZE; ++fy) {
            for (int fx = 0; fx < FILTER_SIZE; ++fx) {
                int inputX = outputX + fx - FILTER_SIZE / 2;
                int inputY = outputY + fy - FILTER_SIZE / 2;
                if (inputX >= 0 && inputX < width && inputY >= 0 && inputY < height) {
                    int inputIndex = (bz * batchSize + 0) * width * height * depth + inputY * width * depth + inputX * depth + d;
                    int kernelIndex = filterIndex * depth * FILTER_SIZE * FILTER_SIZE + d * FILTER_SIZE * FILTER_SIZE + fy * FILTER_SIZE + fx;
                    sum += d_output[(filterIndex * batchSize + 0) * width * height + outputY * width + outputX] * d_kernel[kernelIndex];
                }
            }
        }
    }

    int outputIndex = (bz * batchSize + 0) * width * height * depth + outputY * width * depth + outputX * depth + tz;
    d_input[outputIndex] = sum;
}

void checkCudaError(cudaError_t error, const char* message) {
    if (error != cudaSuccess) {
        std::cerr << message << ": " << cudaGetErrorString(error) << std::endl;
        exit(EXIT_FAILURE);
    }
}

int main() {
    int width = WIDTH;
    int height = HEIGHT;
    int depth = DEPTH;
    int filters = NUM_FILTERS;
    int batchSize = BATCH_SIZE;

    size_t inputSize = batchSize * width * height * depth * sizeof(float);
    size_t outputSize = batchSize * width * height * filters * sizeof(float);
    size_t kernelSize = filters * depth * FILTER_SIZE * FILTER_SIZE * sizeof(float);

    float* h_input = (float*)malloc(inputSize);
    float* h_output = (float*)malloc(outputSize);
    float* h_kernel = (float*)malloc(kernelSize);

    // Initialize input, output, and kernel data (random values for demonstration)
    for (int i = 0; i < inputSize / sizeof(float); ++i) h_input[i] = static_cast<float>(rand()) / RAND_MAX;
    for (int i = 0; i < outputSize / sizeof(float); ++i) h_output[i] = static_cast<float>(rand()) / RAND_MAX;
    for (int i = 0; i < kernelSize / sizeof(float); ++i) h_kernel[i] = static_cast<float>(rand()) / RAND_MAX;

    float* d_input;
    float* d_output;
    float* d_kernel;

    checkCudaError(cudaMalloc((void**)&d_input, inputSize), "Failed to allocate device input memory");
    checkCudaError(cudaMalloc((void**)&d_output, outputSize), "Failed to allocate device output memory");
    checkCudaError(cudaMalloc((void**)&d_kernel, kernelSize), "Failed to allocate device kernel memory");

    checkCudaError(cudaMemcpy(d_input, h_input, inputSize, cudaMemcpyHostToDevice), "Failed to copy input to device");
    checkCudaError(cudaMemcpy(d_output, h_output, outputSize, cudaMemcpyHostToDevice), "Failed to copy output to device");
    checkCudaError(cudaMemcpy(d_kernel, h_kernel, kernelSize, cudaMemcpyHostToDevice), "Failed to copy kernel to device");

    dim3 blockSize(WIDTH / 4, HEIGHT / 4, DEPTH);
    dim3 gridSize((width + blockSize.x - 1) / blockSize.x, (height + blockSize.y - 1) / blockSize.y, filters);

    size_t sharedMemSize = 0; // No shared memory used in this simple example

    convBackwardKernel<<<gridSize, blockSize, sharedMemSize>>>(d_output, d_input, d_kernel, width, height, depth, filters, batchSize);
    checkCudaError(cudaGetLastError(), "Kernel launch failed");

    checkCudaError(cudaMemcpy(h_input, d_input, inputSize, cudaMemcpyDeviceToHost), "Failed to copy input back to host");

    // Free device memory
    cudaFree(d_input);
    cudaFree(d_output);
    cudaFree(d_kernel);

    // Free host memory
    free(h_input);
    free(h_output);
    free(h_kernel);

    std::cout << "Backpropagation completed successfully." << std::endl;

    return 0;
}
	.file	"tmpxft_00032169_00000000-6_cuda_code_002601.cudafe1.cpp"
	.text
#APP
	.globl _ZSt21ios_base_library_initv

#NO_APP
	.type	_ZL26__cudaUnregisterBinaryUtilv, @function
_ZL26__cudaUnregisterBinaryUtilv:
.LFB4013:
	.cfi_startproc
	endbr64
	movq	_ZL20__cudaFatCubinHandle(%rip), %rdi
	jmp	__cudaUnregisterFatBinary@PLT
	.cfi_endproc
.LFE4013:
	.size	_ZL26__cudaUnregisterBinaryUtilv, .-_ZL26__cudaUnregisterBinaryUtilv
	.section	.rodata.str1.1,"aMS",@progbits,1
.LC0:
	.string	": "
	.text
	.globl	_Z14checkCudaError9cudaErrorPKc
	.type	_Z14checkCudaError9cudaErrorPKc, @function
_Z14checkCudaError9cudaErrorPKc:
.LFB4009:
	.cfi_startproc
	endbr64
	testl	%edi, %edi
	je	.L2
	pushq	%rbp
	.cfi_def_cfa_offset 16
	.cfi_offset 6, -16
	pushq	%rbx
	.cfi_def_cfa_offset 24
	.cfi_offset 3, -24
	movl	%edi, %ebx
	leaq	_ZSt4cerr(%rip), %rdi
	pushq	%rax
	.cfi_def_cfa_offset 32
	call	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc@PLT
	leaq	.LC0(%rip), %rsi
	movq	%rax, %rdi
	call	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc@PLT
	movl	%ebx, %edi
	movq	%rax, %rbp
	call	cudaGetErrorString@PLT
	movq	%rbp, %rdi
	movq	%rax, %rsi
	call	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc@PLT
	movq	%rax, %rdi
	call	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@PLT
	movl	$1, %edi
	call	exit@PLT
.L2:
	.cfi_def_cfa_offset 8
	.cfi_restore 3
	.cfi_restore 6
	ret
	.cfi_endproc
.LFE4009:
	.size	_Z14checkCudaError9cudaErrorPKc, .-_Z14checkCudaError9cudaErrorPKc
	.globl	_Z47__device_stub__Z18convBackwardKernelPfS_S_iiiiiPfS_S_iiiii
	.type	_Z47__device_stub__Z18convBackwardKernelPfS_S_iiiiiPfS_S_iiiii, @function
_Z47__device_stub__Z18convBackwardKernelPfS_S_iiiiiPfS_S_iiiii:
.LFB4035:
	.cfi_startproc
	endbr64
	subq	$200, %rsp
	.cfi_def_cfa_offset 208
	movq	%rdi, 40(%rsp)
	leaq	72(%rsp), %rdi
	movq	%rsi, 32(%rsp)
	leaq	84(%rsp), %rsi
	movq	%rdx, 24(%rsp)
	leaq	56(%rsp), %rdx
	movl	%ecx, 20(%rsp)
	leaq	64(%rsp), %rcx
	movl	%r8d, 16(%rsp)
	movl	%r9d, 12(%rsp)
	movq	%fs:40, %rax
	movq	%rax, 184(%rsp)
	xorl	%eax, %eax
	leaq	40(%rsp), %rax
	movl	$1, 80(%rsp)
	movq	%rax, 120(%rsp)
	leaq	32(%rsp), %rax
	movq	%rax, 128(%rsp)
	leaq	24(%rsp), %rax
	movq	%rax, 136(%rsp)
	leaq	20(%rsp), %rax
	movq	%rax, 144(%rsp)
	leaq	16(%rsp), %rax
	movq	%rax, 152(%rsp)
	leaq	12(%rsp), %rax
	movq	%rax, 160(%rsp)
	leaq	208(%rsp), %rax
	movq	%rax, 168(%rsp)
	leaq	216(%rsp), %rax
	movq	%rax, 176(%rsp)
	movabsq	$4294967297, %rax
	movq	%rax, 72(%rsp)
	movq	%rax, 84(%rsp)
	movl	$1, 92(%rsp)
	call	__cudaPopCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L8
	pushq	64(%rsp)
	.cfi_def_cfa_offset 216
	leaq	_Z18convBackwardKernelPfS_S_iiiii(%rip), %rdi
	pushq	64(%rsp)
	.cfi_def_cfa_offset 224
	movq	100(%rsp), %rcx
	movl	108(%rsp), %r8d
	movq	88(%rsp), %rsi
	movl	96(%rsp), %edx
	leaq	136(%rsp), %r9
	call	cudaLaunchKernel@PLT
	popq	%rax
	.cfi_def_cfa_offset 216
	popq	%rdx
	.cfi_def_cfa_offset 208
.L8:
	movq	184(%rsp), %rax
	subq	%fs:40, %rax
	je	.L10
	call	__stack_chk_fail@PLT
.L10:
	addq	$200, %rsp
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE4035:
	.size	_Z47__device_stub__Z18convBackwardKernelPfS_S_iiiiiPfS_S_iiiii, .-_Z47__device_stub__Z18convBackwardKernelPfS_S_iiiiiPfS_S_iiiii
	.globl	_Z18convBackwardKernelPfS_S_iiiii
	.type	_Z18convBackwardKernelPfS_S_iiiii, @function
_Z18convBackwardKernelPfS_S_iiiii:
.LFB4036:
	.cfi_startproc
	endbr64
	jmp	_Z47__device_stub__Z18convBackwardKernelPfS_S_iiiiiPfS_S_iiiii
	.cfi_endproc
.LFE4036:
	.size	_Z18convBackwardKernelPfS_S_iiiii, .-_Z18convBackwardKernelPfS_S_iiiii
	.section	.rodata.str1.1
.LC2:
	.string	"Failed to allocate device input memory"
.LC3:
	.string	"Failed to allocate device output memory"
.LC4:
	.string	"Failed to allocate device kernel memory"
.LC5:
	.string	"Failed to copy input to device"
.LC6:
	.string	"Failed to copy output to device"
.LC7:
	.string	"Failed to copy kernel to device"
.LC8:
	.string	"Kernel launch failed"
.LC9:
	.string	"Failed to copy input back to host"
.LC10:
	.string	"Backpropagation completed successfully."
	.section	.text.startup,"ax",@progbits
	.globl	main
	.type	main, @function
main:
.LFB4010:
	.cfi_startproc
	endbr64
	pushq	%r13
	.cfi_def_cfa_offset 16
	.cfi_offset 13, -16
	movl	$12288, %edi
	xorl	%r13d, %r13d
	pushq	%r12
	.cfi_def_cfa_offset 24
	.cfi_offset 12, -24
	pushq	%rbp
	.cfi_def_cfa_offset 32
	.cfi_offset 6, -32
	pushq	%rbx
	.cfi_def_cfa_offset 40
	.cfi_offset 3, -40
	subq	$72, %rsp
	.cfi_def_cfa_offset 112
	movq	%fs:40, %rax
	movq	%rax, 56(%rsp)
	xorl	%eax, %eax
	call	malloc@PLT
	movl	$32768, %edi
	movq	%rax, %rbx
	call	malloc@PLT
	movl	$864, %edi
	movq	%rax, %r12
	call	malloc@PLT
	movq	%rax, %rbp
.L14:
	call	rand@PLT
	cvtsi2ssl	%eax, %xmm0
	mulss	.LC1(%rip), %xmm0
	movss	%xmm0, (%rbx,%r13,4)
	incq	%r13
	cmpq	$3072, %r13
	jne	.L14
	xorl	%r13d, %r13d
.L15:
	call	rand@PLT
	cvtsi2ssl	%eax, %xmm0
	mulss	.LC1(%rip), %xmm0
	movss	%xmm0, (%r12,%r13,4)
	incq	%r13
	cmpq	$8192, %r13
	jne	.L15
	xorl	%r13d, %r13d
.L16:
	call	rand@PLT
	cvtsi2ssl	%eax, %xmm0
	mulss	.LC1(%rip), %xmm0
	movss	%xmm0, 0(%rbp,%r13,4)
	incq	%r13
	cmpq	$216, %r13
	jne	.L16
	leaq	8(%rsp), %rdi
	movl	$12288, %esi
	call	cudaMalloc@PLT
	leaq	.LC2(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	leaq	16(%rsp), %rdi
	movl	$32768, %esi
	call	cudaMalloc@PLT
	leaq	.LC3(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	leaq	24(%rsp), %rdi
	movl	$864, %esi
	call	cudaMalloc@PLT
	leaq	.LC4(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	movq	8(%rsp), %rdi
	movl	$1, %ecx
	movq	%rbx, %rsi
	movl	$12288, %edx
	call	cudaMemcpy@PLT
	leaq	.LC5(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	movq	16(%rsp), %rdi
	movl	$1, %ecx
	movq	%r12, %rsi
	movl	$32768, %edx
	call	cudaMemcpy@PLT
	leaq	.LC6(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	movq	24(%rsp), %rdi
	movl	$1, %ecx
	movq	%rbp, %rsi
	movl	$864, %edx
	call	cudaMemcpy@PLT
	leaq	.LC7(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	xorl	%r9d, %r9d
	xorl	%r8d, %r8d
	movl	$3, %ecx
	movabsq	$34359738376, %rdx
	movl	$8, %esi
	movabsq	$17179869188, %rdi
	call	__cudaPushCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L17
	pushq	$1
	.cfi_def_cfa_offset 120
	movl	$3, %r9d
	movl	$32, %r8d
	movl	$32, %ecx
	pushq	$8
	.cfi_def_cfa_offset 128
	movq	40(%rsp), %rdx
	movq	24(%rsp), %rsi
	movq	32(%rsp), %rdi
	call	_Z47__device_stub__Z18convBackwardKernelPfS_S_iiiiiPfS_S_iiiii
	popq	%rax
	.cfi_def_cfa_offset 120
	popq	%rdx
	.cfi_def_cfa_offset 112
.L17:
	call	cudaGetLastError@PLT
	leaq	.LC8(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	movq	8(%rsp), %rsi
	movl	$2, %ecx
	movq	%rbx, %rdi
	movl	$12288, %edx
	call	cudaMemcpy@PLT
	leaq	.LC9(%rip), %rsi
	movl	%eax, %edi
	call	_Z14checkCudaError9cudaErrorPKc
	movq	8(%rsp), %rdi
	call	cudaFree@PLT
	movq	16(%rsp), %rdi
	call	cudaFree@PLT
	movq	24(%rsp), %rdi
	call	cudaFree@PLT
	movq	%rbx, %rdi
	call	free@PLT
	movq	%r12, %rdi
	call	free@PLT
	movq	%rbp, %rdi
	call	free@PLT
	leaq	_ZSt4cout(%rip), %rdi
	leaq	.LC10(%rip), %rsi
	call	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc@PLT
	movq	%rax, %rdi
	call	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@PLT
	movq	56(%rsp), %rax
	subq	%fs:40, %rax
	je	.L18
	call	__stack_chk_fail@PLT
.L18:
	addq	$72, %rsp
	.cfi_def_cfa_offset 40
	xorl	%eax, %eax
	popq	%rbx
	.cfi_def_cfa_offset 32
	popq	%rbp
	.cfi_def_cfa_offset 24
	popq	%r12
	.cfi_def_cfa_offset 16
	popq	%r13
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE4010:
	.size	main, .-main
	.section	.rodata.str1.1
.LC11:
	.string	"_Z18convBackwardKernelPfS_S_iiiii"
	.section	.text.startup
	.type	_ZL24__sti____cudaRegisterAllv, @function
_ZL24__sti____cudaRegisterAllv:
.LFB4038:
	.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	.LC11(%rip), %rdx
	movq	%rax, %rdi
	leaq	_Z18convBackwardKernelPfS_S_iiiii(%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
.LFE4038:
	.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
	.section	.rodata.cst4,"aM",@progbits,4
	.align 4
.LC1:
	.long	805306368
	.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 <iostream>
#include <hip/hip_runtime.h>
#include <hip/hip_fp16.h>

#define WIDTH 32
#define HEIGHT 32
#define DEPTH 3
#define FILTER_SIZE 3
#define NUM_FILTERS 8
#define BATCH_SIZE 1

__global__ void convBackwardKernel(float* d_output, float* d_input, float* d_kernel, int width, int height, int depth, int filters, int batchSize) {
    extern __shared__ float sharedMem[];

    int bx = blockIdx.x;
    int by = blockIdx.y;
    int bz = blockIdx.z;
    int tx = threadIdx.x;
    int ty = threadIdx.y;
    int tz = threadIdx.z;

    int outputX = bx * blockDim.x + tx;
    int outputY = by * blockDim.y + ty;
    int filterIndex = bz;

    if (outputX >= width || outputY >= height) return;

    float sum = 0.0f;
    for (int d = 0; d < depth; ++d) {
        for (int fy = 0; fy < FILTER_SIZE; ++fy) {
            for (int fx = 0; fx < FILTER_SIZE; ++fx) {
                int inputX = outputX + fx - FILTER_SIZE / 2;
                int inputY = outputY + fy - FILTER_SIZE / 2;
                if (inputX >= 0 && inputX < width && inputY >= 0 && inputY < height) {
                    int inputIndex = (bz * batchSize + 0) * width * height * depth + inputY * width * depth + inputX * depth + d;
                    int kernelIndex = filterIndex * depth * FILTER_SIZE * FILTER_SIZE + d * FILTER_SIZE * FILTER_SIZE + fy * FILTER_SIZE + fx;
                    sum += d_output[(filterIndex * batchSize + 0) * width * height + outputY * width + outputX] * d_kernel[kernelIndex];
                }
            }
        }
    }

    int outputIndex = (bz * batchSize + 0) * width * height * depth + outputY * width * depth + outputX * depth + tz;
    d_input[outputIndex] = sum;
}

void checkCudaError(hipError_t error, const char* message) {
    if (error != hipSuccess) {
        std::cerr << message << ": " << hipGetErrorString(error) << std::endl;
        exit(EXIT_FAILURE);
    }
}

int main() {
    int width = WIDTH;
    int height = HEIGHT;
    int depth = DEPTH;
    int filters = NUM_FILTERS;
    int batchSize = BATCH_SIZE;

    size_t inputSize = batchSize * width * height * depth * sizeof(float);
    size_t outputSize = batchSize * width * height * filters * sizeof(float);
    size_t kernelSize = filters * depth * FILTER_SIZE * FILTER_SIZE * sizeof(float);

    float* h_input = (float*)malloc(inputSize);
    float* h_output = (float*)malloc(outputSize);
    float* h_kernel = (float*)malloc(kernelSize);

    // Initialize input, output, and kernel data (random values for demonstration)
    for (int i = 0; i < inputSize / sizeof(float); ++i) h_input[i] = static_cast<float>(rand()) / RAND_MAX;
    for (int i = 0; i < outputSize / sizeof(float); ++i) h_output[i] = static_cast<float>(rand()) / RAND_MAX;
    for (int i = 0; i < kernelSize / sizeof(float); ++i) h_kernel[i] = static_cast<float>(rand()) / RAND_MAX;

    float* d_input;
    float* d_output;
    float* d_kernel;

    checkCudaError(hipMalloc((void**)&d_input, inputSize), "Failed to allocate device input memory");
    checkCudaError(hipMalloc((void**)&d_output, outputSize), "Failed to allocate device output memory");
    checkCudaError(hipMalloc((void**)&d_kernel, kernelSize), "Failed to allocate device kernel memory");

    checkCudaError(hipMemcpy(d_input, h_input, inputSize, hipMemcpyHostToDevice), "Failed to copy input to device");
    checkCudaError(hipMemcpy(d_output, h_output, outputSize, hipMemcpyHostToDevice), "Failed to copy output to device");
    checkCudaError(hipMemcpy(d_kernel, h_kernel, kernelSize, hipMemcpyHostToDevice), "Failed to copy kernel to device");

    dim3 blockSize(WIDTH / 4, HEIGHT / 4, DEPTH);
    dim3 gridSize((width + blockSize.x - 1) / blockSize.x, (height + blockSize.y - 1) / blockSize.y, filters);

    size_t sharedMemSize = 0; // No shared memory used in this simple example

    convBackwardKernel<<<gridSize, blockSize, sharedMemSize>>>(d_output, d_input, d_kernel, width, height, depth, filters, batchSize);
    checkCudaError(hipGetLastError(), "Kernel launch failed");

    checkCudaError(hipMemcpy(h_input, d_input, inputSize, hipMemcpyDeviceToHost), "Failed to copy input back to host");

    // Free device memory
    hipFree(d_input);
    hipFree(d_output);
    hipFree(d_kernel);

    // Free host memory
    free(h_input);
    free(h_output);
    free(h_kernel);

    std::cout << "Backpropagation completed successfully." << std::endl;

    return 0;
}
	.text
	.file	"cuda_code_002601.hip"
                                        # Start of file scope inline assembly
	.globl	_ZSt21ios_base_library_initv

                                        # End of file scope inline assembly
	.globl	_Z33__device_stub__convBackwardKernelPfS_S_iiiii # -- Begin function _Z33__device_stub__convBackwardKernelPfS_S_iiiii
	.type	_Z33__device_stub__convBackwardKernelPfS_S_iiiii,@function
_Z33__device_stub__convBackwardKernelPfS_S_iiiii: # @_Z33__device_stub__convBackwardKernelPfS_S_iiiii
	.cfi_startproc
# %bb.0:
	pushq	%r15
	.cfi_def_cfa_offset 16
	pushq	%r14
	.cfi_def_cfa_offset 24
	pushq	%r13
	.cfi_def_cfa_offset 32
	pushq	%r12
	.cfi_def_cfa_offset 40
	pushq	%rbx
	.cfi_def_cfa_offset 48
	subq	$160, %rsp
	.cfi_def_cfa_offset 208
	.cfi_offset %rbx, -48
	.cfi_offset %r12, -40
	.cfi_offset %r13, -32
	.cfi_offset %r14, -24
	.cfi_offset %r15, -16
	leaq	56(%rsp), %rax
	movq	%rdi, (%rax)
	leaq	48(%rsp), %rdi
	movq	%rsi, (%rdi)
	leaq	40(%rsp), %rsi
	movq	%rdx, (%rsi)
	leaq	20(%rsp), %rdx
	movl	%ecx, (%rdx)
	leaq	16(%rsp), %rcx
	movl	%r8d, (%rcx)
	leaq	12(%rsp), %r8
	movl	%r9d, (%r8)
	leaq	96(%rsp), %rbx
	movq	%rax, (%rbx)
	movq	%rdi, 8(%rbx)
	movq	%rsi, 16(%rbx)
	movq	%rdx, 24(%rbx)
	movq	%rcx, 32(%rbx)
	movq	%r8, 40(%rbx)
	leaq	208(%rsp), %rax
	movq	%rax, 48(%rbx)
	leaq	216(%rsp), %rax
	movq	%rax, 56(%rbx)
	leaq	80(%rsp), %r14
	leaq	64(%rsp), %r15
	leaq	32(%rsp), %r12
	leaq	24(%rsp), %r13
	movq	%r14, %rdi
	movq	%r15, %rsi
	movq	%r12, %rdx
	movq	%r13, %rcx
	callq	__hipPopCallConfiguration
	movq	(%r14), %rsi
	movl	8(%r14), %edx
	movq	(%r15), %rcx
	movl	8(%r15), %r8d
	movl	$_Z18convBackwardKernelPfS_S_iiiii, %edi
	movq	%rbx, %r9
	pushq	(%r13)
	.cfi_adjust_cfa_offset 8
	pushq	(%r12)
	.cfi_adjust_cfa_offset 8
	callq	hipLaunchKernel
	addq	$176, %rsp
	.cfi_adjust_cfa_offset -176
	popq	%rbx
	.cfi_def_cfa_offset 40
	popq	%r12
	.cfi_def_cfa_offset 32
	popq	%r13
	.cfi_def_cfa_offset 24
	popq	%r14
	.cfi_def_cfa_offset 16
	popq	%r15
	.cfi_def_cfa_offset 8
	retq
.Lfunc_end0:
	.size	_Z33__device_stub__convBackwardKernelPfS_S_iiiii, .Lfunc_end0-_Z33__device_stub__convBackwardKernelPfS_S_iiiii
	.cfi_endproc
                                        # -- End function
	.globl	_Z14checkCudaError10hipError_tPKc # -- Begin function _Z14checkCudaError10hipError_tPKc
	.type	_Z14checkCudaError10hipError_tPKc,@function
_Z14checkCudaError10hipError_tPKc:      # @_Z14checkCudaError10hipError_tPKc
	.cfi_startproc
# %bb.0:
	testl	%edi, %edi
	jne	.LBB1_2
# %bb.1:
	retq
.LBB1_2:
	pushq	%r14
	.cfi_def_cfa_offset 16
	pushq	%rbx
	.cfi_def_cfa_offset 24
	pushq	%rax
	.cfi_def_cfa_offset 32
	.cfi_offset %rbx, -24
	.cfi_offset %r14, -16
	movl	%edi, %ebx
	movl	$_ZSt4cerr, %edi
	callq	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc
	movl	$.L.str, %esi
	movq	%rax, %rdi
	callq	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc
	movq	%rax, %r14
	movl	%ebx, %edi
	callq	hipGetErrorString
	movq	%r14, %rdi
	movq	%rax, %rsi
	callq	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc
	movq	%rax, %rdi
	callq	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_
	movl	$1, %edi
	callq	exit
.Lfunc_end1:
	.size	_Z14checkCudaError10hipError_tPKc, .Lfunc_end1-_Z14checkCudaError10hipError_tPKc
	.cfi_endproc
                                        # -- End function
	.section	.rodata.cst4,"aM",@progbits,4
	.p2align	2, 0x0                          # -- Begin function main
.LCPI2_0:
	.long	0x30000000                      # float 4.65661287E-10
	.text
	.globl	main
	.type	main,@function
main:                                   # @main
	.cfi_startproc
# %bb.0:
	pushq	%rbp
	.cfi_def_cfa_offset 16
	pushq	%r15
	.cfi_def_cfa_offset 24
	pushq	%r14
	.cfi_def_cfa_offset 32
	pushq	%r13
	.cfi_def_cfa_offset 40
	pushq	%r12
	.cfi_def_cfa_offset 48
	pushq	%rbx
	.cfi_def_cfa_offset 56
	subq	$24, %rsp
	.cfi_def_cfa_offset 80
	.cfi_offset %rbx, -56
	.cfi_offset %r12, -48
	.cfi_offset %r13, -40
	.cfi_offset %r14, -32
	.cfi_offset %r15, -24
	.cfi_offset %rbp, -16
	movl	$12288, %edi                    # imm = 0x3000
	callq	malloc
	movq	%rax, %rbx
	movl	$32768, %edi                    # imm = 0x8000
	callq	malloc
	movq	%rax, %r14
	movl	$864, %edi                      # imm = 0x360
	callq	malloc
	movq	%rax, %r15
	xorl	%r12d, %r12d
.LBB2_1:                                # =>This Inner Loop Header: Depth=1
	callq	rand
	movss	.LCPI2_0(%rip), %xmm1           # xmm1 = mem[0],zero,zero,zero
	xorps	%xmm0, %xmm0
	cvtsi2ss	%eax, %xmm0
	mulss	%xmm1, %xmm0
	movss	%xmm0, (%rbx,%r12,4)
	incq	%r12
	cmpq	$3072, %r12                     # imm = 0xC00
	jne	.LBB2_1
# %bb.2:                                # %.preheader63.preheader
	xorl	%r12d, %r12d
.LBB2_3:                                # %.preheader63
                                        # =>This Inner Loop Header: Depth=1
	callq	rand
	xorps	%xmm0, %xmm0
	cvtsi2ss	%eax, %xmm0
	mulss	.LCPI2_0(%rip), %xmm0
	movss	%xmm0, (%r14,%r12,4)
	incq	%r12
	cmpq	$8192, %r12                     # imm = 0x2000
	jne	.LBB2_3
# %bb.4:                                # %.preheader.preheader
	xorl	%r12d, %r12d
.LBB2_5:                                # %.preheader
                                        # =>This Inner Loop Header: Depth=1
	callq	rand
	xorps	%xmm0, %xmm0
	cvtsi2ss	%eax, %xmm0
	mulss	.LCPI2_0(%rip), %xmm0
	movss	%xmm0, (%r15,%r12,4)
	incq	%r12
	cmpq	$216, %r12
	jne	.LBB2_5
# %bb.6:
	movq	%rsp, %rbp
	movl	$12288, %esi                    # imm = 0x3000
	movq	%rbp, %rdi
	callq	hipMalloc
	movl	$.L.str.1, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	leaq	16(%rsp), %r13
	movl	$32768, %esi                    # imm = 0x8000
	movq	%r13, %rdi
	callq	hipMalloc
	movl	$.L.str.2, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	leaq	8(%rsp), %r12
	movl	$864, %esi                      # imm = 0x360
	movq	%r12, %rdi
	callq	hipMalloc
	movl	$.L.str.3, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	movq	(%rbp), %rdi
	movl	$12288, %edx                    # imm = 0x3000
	movq	%rbx, %rsi
	movl	$1, %ecx
	callq	hipMemcpy
	movl	$.L.str.4, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	movq	(%r13), %rdi
	movl	$32768, %edx                    # imm = 0x8000
	movq	%r14, %rsi
	movl	$1, %ecx
	callq	hipMemcpy
	movl	$.L.str.5, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	movq	(%r12), %rdi
	movl	$864, %edx                      # imm = 0x360
	movq	%r15, %rsi
	movl	$1, %ecx
	callq	hipMemcpy
	movl	$.L.str.6, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	movabsq	$17179869188, %rdi              # imm = 0x400000004
	movabsq	$34359738376, %rdx              # imm = 0x800000008
	movl	$8, %esi
	movl	$3, %ecx
	xorl	%r8d, %r8d
	xorl	%r9d, %r9d
	callq	__hipPushCallConfiguration
	testl	%eax, %eax
	jne	.LBB2_8
# %bb.7:
	movq	16(%rsp), %rdi
	movq	(%rsp), %rsi
	movq	8(%rsp), %rdx
	movl	$32, %ecx
	movl	$32, %r8d
	movl	$3, %r9d
	pushq	$1
	.cfi_adjust_cfa_offset 8
	pushq	$8
	.cfi_adjust_cfa_offset 8
	callq	_Z33__device_stub__convBackwardKernelPfS_S_iiiii
	addq	$16, %rsp
	.cfi_adjust_cfa_offset -16
.LBB2_8:
	callq	hipGetLastError
	movl	$.L.str.7, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	movq	(%rsp), %rsi
	movl	$12288, %edx                    # imm = 0x3000
	movq	%rbx, %rdi
	movl	$2, %ecx
	callq	hipMemcpy
	movl	$.L.str.8, %esi
	movl	%eax, %edi
	callq	_Z14checkCudaError10hipError_tPKc
	movq	(%rsp), %rdi
	callq	hipFree
	movq	16(%rsp), %rdi
	callq	hipFree
	movq	8(%rsp), %rdi
	callq	hipFree
	movq	%rbx, %rdi
	callq	free
	movq	%r14, %rdi
	callq	free
	movq	%r15, %rdi
	callq	free
	movl	$_ZSt4cout, %ebx
	movl	$_ZSt4cout, %edi
	movl	$.L.str.9, %esi
	movl	$39, %edx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movq	_ZSt4cout(%rip), %rax
	movq	-24(%rax), %rdi
	addq	%rbx, %rdi
	movl	$10, %esi
	callq	_ZNKSt9basic_iosIcSt11char_traitsIcEE5widenEc
	movsbl	%al, %esi
	movl	$_ZSt4cout, %edi
	callq	_ZNSo3putEc
	movq	%rax, %rdi
	callq	_ZNSo5flushEv
	xorl	%eax, %eax
	addq	$24, %rsp
	.cfi_def_cfa_offset 56
	popq	%rbx
	.cfi_def_cfa_offset 48
	popq	%r12
	.cfi_def_cfa_offset 40
	popq	%r13
	.cfi_def_cfa_offset 32
	popq	%r14
	.cfi_def_cfa_offset 24
	popq	%r15
	.cfi_def_cfa_offset 16
	popq	%rbp
	.cfi_def_cfa_offset 8
	retq
.Lfunc_end2:
	.size	main, .Lfunc_end2-main
	.cfi_endproc
                                        # -- End function
	.p2align	4, 0x90                         # -- Begin function __hip_module_ctor
	.type	__hip_module_ctor,@function
__hip_module_ctor:                      # @__hip_module_ctor
	.cfi_startproc
# %bb.0:
	subq	$40, %rsp
	.cfi_def_cfa_offset 48
	movq	__hip_gpubin_handle(%rip), %rdi
	testq	%rdi, %rdi
	jne	.LBB3_2
# %bb.1:
	movl	$__hip_fatbin_wrapper, %edi
	callq	__hipRegisterFatBinary
	movq	%rax, %rdi
	movq	%rax, __hip_gpubin_handle(%rip)
.LBB3_2:
	xorps	%xmm0, %xmm0
	movups	%xmm0, 16(%rsp)
	movups	%xmm0, (%rsp)
	movl	$_Z18convBackwardKernelPfS_S_iiiii, %esi
	movl	$.L__unnamed_1, %edx
	movl	$.L__unnamed_1, %ecx
	movl	$-1, %r8d
	xorl	%r9d, %r9d
	callq	__hipRegisterFunction
	movl	$__hip_module_dtor, %edi
	addq	$40, %rsp
	.cfi_def_cfa_offset 8
	jmp	atexit                          # TAILCALL
.Lfunc_end3:
	.size	__hip_module_ctor, .Lfunc_end3-__hip_module_ctor
	.cfi_endproc
                                        # -- End function
	.p2align	4, 0x90                         # -- Begin function __hip_module_dtor
	.type	__hip_module_dtor,@function
__hip_module_dtor:                      # @__hip_module_dtor
	.cfi_startproc
# %bb.0:
	movq	__hip_gpubin_handle(%rip), %rdi
	testq	%rdi, %rdi
	je	.LBB4_2
# %bb.1:
	pushq	%rax
	.cfi_def_cfa_offset 16
	callq	__hipUnregisterFatBinary
	movq	$0, __hip_gpubin_handle(%rip)
	addq	$8, %rsp
	.cfi_def_cfa_offset 8
.LBB4_2:
	retq
.Lfunc_end4:
	.size	__hip_module_dtor, .Lfunc_end4-__hip_module_dtor
	.cfi_endproc
                                        # -- End function
	.type	_Z18convBackwardKernelPfS_S_iiiii,@object # @_Z18convBackwardKernelPfS_S_iiiii
	.section	.rodata,"a",@progbits
	.globl	_Z18convBackwardKernelPfS_S_iiiii
	.p2align	3, 0x0
_Z18convBackwardKernelPfS_S_iiiii:
	.quad	_Z33__device_stub__convBackwardKernelPfS_S_iiiii
	.size	_Z18convBackwardKernelPfS_S_iiiii, 8

	.type	.L.str,@object                  # @.str
	.section	.rodata.str1.1,"aMS",@progbits,1
.L.str:
	.asciz	": "
	.size	.L.str, 3

	.type	.L.str.1,@object                # @.str.1
.L.str.1:
	.asciz	"Failed to allocate device input memory"
	.size	.L.str.1, 39

	.type	.L.str.2,@object                # @.str.2
.L.str.2:
	.asciz	"Failed to allocate device output memory"
	.size	.L.str.2, 40

	.type	.L.str.3,@object                # @.str.3
.L.str.3:
	.asciz	"Failed to allocate device kernel memory"
	.size	.L.str.3, 40

	.type	.L.str.4,@object                # @.str.4
.L.str.4:
	.asciz	"Failed to copy input to device"
	.size	.L.str.4, 31

	.type	.L.str.5,@object                # @.str.5
.L.str.5:
	.asciz	"Failed to copy output to device"
	.size	.L.str.5, 32

	.type	.L.str.6,@object                # @.str.6
.L.str.6:
	.asciz	"Failed to copy kernel to device"
	.size	.L.str.6, 32

	.type	.L.str.7,@object                # @.str.7
.L.str.7:
	.asciz	"Kernel launch failed"
	.size	.L.str.7, 21

	.type	.L.str.8,@object                # @.str.8
.L.str.8:
	.asciz	"Failed to copy input back to host"
	.size	.L.str.8, 34

	.type	.L.str.9,@object                # @.str.9
.L.str.9:
	.asciz	"Backpropagation completed successfully."
	.size	.L.str.9, 40

	.type	.L__unnamed_1,@object           # @0
.L__unnamed_1:
	.asciz	"_Z18convBackwardKernelPfS_S_iiiii"
	.size	.L__unnamed_1, 34

	.type	__hip_fatbin_wrapper,@object    # @__hip_fatbin_wrapper
	.section	.hipFatBinSegment,"a",@progbits
	.p2align	3, 0x0
__hip_fatbin_wrapper:
	.long	1212764230                      # 0x48495046
	.long	1                               # 0x1
	.quad	__hip_fatbin
	.quad	0
	.size	__hip_fatbin_wrapper, 24

	.type	__hip_gpubin_handle,@object     # @__hip_gpubin_handle
	.local	__hip_gpubin_handle
	.comm	__hip_gpubin_handle,8,8
	.section	.init_array,"aw",@init_array
	.p2align	3, 0x0
	.quad	__hip_module_ctor
	.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 _Z33__device_stub__convBackwardKernelPfS_S_iiiii
	.addrsig_sym __hip_module_ctor
	.addrsig_sym __hip_module_dtor
	.addrsig_sym _Z18convBackwardKernelPfS_S_iiiii
	.addrsig_sym _ZSt4cerr
	.addrsig_sym _ZSt4cout
	.addrsig_sym __hip_fatbin
	.addrsig_sym __hip_fatbin_wrapper
	.addrsig_sym __hip_cuid_

	.text
	.amdgcn_target "amdgcn-amd-amdhsa--gfx1100"
	.protected	_Z18convBackwardKernelPfS_S_iiiii ; -- Begin function _Z18convBackwardKernelPfS_S_iiiii
	.globl	_Z18convBackwardKernelPfS_S_iiiii
	.p2align	8
	.type	_Z18convBackwardKernelPfS_S_iiiii,@function
_Z18convBackwardKernelPfS_S_iiiii:      ; @_Z18convBackwardKernelPfS_S_iiiii
; %bb.0:
	s_clause 0x1
	s_load_b32 s2, s[0:1], 0x3c
	s_load_b128 s[4:7], s[0:1], 0x18
	v_and_b32_e32 v3, 0x3ff, v0
	v_bfe_u32 v4, v0, 10, 10
	s_waitcnt lgkmcnt(0)
	s_lshr_b32 s3, s2, 16
	s_and_b32 s2, s2, 0xffff
	s_delay_alu instid0(VALU_DEP_1) | instid1(SALU_CYCLE_1)
	v_mad_u64_u32 v[1:2], null, s13, s2, v[3:4]
	v_mad_u64_u32 v[2:3], null, s14, s3, v[4:5]
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_2)
	v_cmp_gt_i32_e32 vcc_lo, s4, v1
	v_cmp_gt_i32_e64 s2, s5, v2
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(SALU_CYCLE_1)
	s_and_b32 s2, vcc_lo, s2
	s_and_saveexec_b32 s3, s2
	s_cbranch_execz .LBB0_16
; %bb.1:                                ; %.preheader92
	s_clause 0x2
	s_load_b32 s7, s[0:1], 0x28
	s_load_b128 s[8:11], s[0:1], 0x0
	s_load_b64 s[2:3], s[0:1], 0x10
	s_mul_i32 s0, s15, s5
	s_cmp_gt_i32 s6, 0
	s_waitcnt lgkmcnt(0)
	s_mul_i32 s0, s0, s7
	s_delay_alu instid0(SALU_CYCLE_1)
	v_add_nc_u32_e32 v5, s0, v2
	s_mov_b32 s0, 0
	s_cbranch_scc1 .LBB0_3
; %bb.2:                                ; %.preheader92.._crit_edge_crit_edge
	s_delay_alu instid0(VALU_DEP_1)
	v_mad_u64_u32 v[3:4], null, v5, s4, v[1:2]
	s_mov_b32 s1, 0
	s_branch .LBB0_4
.LBB0_3:
	s_mov_b32 s0, -1
                                        ; implicit-def: $sgpr1
                                        ; implicit-def: $vgpr3
.LBB0_4:                                ; %Flow131
	v_mov_b32_e32 v6, s1
	s_and_not1_b32 vcc_lo, exec_lo, s0
	s_cbranch_vccnz .LBB0_15
; %bb.5:                                ; %.preheader91.lr.ph
	v_mad_u64_u32 v[3:4], null, v5, s4, v[1:2]
	v_mov_b32_e32 v6, 0
	s_mul_i32 s0, s15, s6
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(NEXT) | instid1(VALU_DEP_2)
	s_mul_i32 s7, s0, 9
	v_ashrrev_i32_e32 v4, 31, v3
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_lshlrev_b64 v[4:5], 2, v[3:4]
	v_add_co_u32 v4, vcc_lo, s8, v4
	s_delay_alu instid0(VALU_DEP_2)
	v_add_co_ci_u32_e32 v5, vcc_lo, s9, v5, vcc_lo
	s_mov_b32 s8, 0
.LBB0_6:                                ; %.preheader91
                                        ; =>This Loop Header: Depth=1
                                        ;     Child Loop BB0_7 Depth 2
                                        ;       Child Loop BB0_8 Depth 3
	s_mov_b32 s9, s7
	s_mov_b32 s12, 0
.LBB0_7:                                ; %.preheader
                                        ;   Parent Loop BB0_6 Depth=1
                                        ; =>  This Loop Header: Depth=2
                                        ;       Child Loop BB0_8 Depth 3
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(SKIP_1) | instid1(VALU_DEP_1)
	v_add_nc_u32_e32 v7, s12, v2
	s_mov_b32 s13, 0
	v_cmp_gt_i32_e32 vcc_lo, 1, v7
	v_cmp_lt_i32_e64 s0, s5, v7
.LBB0_8:                                ;   Parent Loop BB0_6 Depth=1
                                        ;     Parent Loop BB0_7 Depth=2
                                        ; =>    This Inner Loop Header: Depth=3
	v_add_nc_u32_e32 v7, s13, v1
	s_mov_b32 s14, exec_lo
	s_delay_alu instid0(VALU_DEP_1)
	v_cmpx_lt_i32_e32 0, v7
	s_cbranch_execz .LBB0_12
; %bb.9:                                ;   in Loop: Header=BB0_8 Depth=3
	v_cmp_lt_i32_e64 s1, s4, v7
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(SALU_CYCLE_1)
	s_or_b32 s1, s1, vcc_lo
	s_or_b32 s1, s1, s0
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(NEXT) | instid1(SALU_CYCLE_1)
	s_xor_b32 s15, s1, -1
	s_and_saveexec_b32 s1, s15
	s_cbranch_execz .LBB0_11
; %bb.10:                               ;   in Loop: Header=BB0_8 Depth=3
	global_load_b32 v7, v[4:5], off
	s_add_i32 s16, s9, s13
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(NEXT) | instid1(SALU_CYCLE_1)
	s_ashr_i32 s17, s16, 31
	s_lshl_b64 s[16:17], s[16:17], 2
	s_delay_alu instid0(SALU_CYCLE_1)
	s_add_u32 s16, s2, s16
	s_addc_u32 s17, s3, s17
	s_load_b32 s15, s[16:17], 0x0
	s_waitcnt vmcnt(0) lgkmcnt(0)
	v_fmac_f32_e32 v6, s15, v7
.LBB0_11:                               ; %Flow
                                        ;   in Loop: Header=BB0_8 Depth=3
	s_or_b32 exec_lo, exec_lo, s1
.LBB0_12:                               ;   in Loop: Header=BB0_8 Depth=3
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(SKIP_1) | instid1(SALU_CYCLE_1)
	s_or_b32 exec_lo, exec_lo, s14
	s_add_i32 s13, s13, 1
	s_cmp_eq_u32 s13, 3
	s_cbranch_scc0 .LBB0_8
; %bb.13:                               ;   in Loop: Header=BB0_7 Depth=2
	s_add_i32 s12, s12, 1
	s_add_i32 s9, s9, 3
	s_cmp_eq_u32 s12, 3
	s_cbranch_scc0 .LBB0_7
; %bb.14:                               ;   in Loop: Header=BB0_6 Depth=1
	s_add_i32 s8, s8, 1
	s_add_i32 s7, s7, 9
	s_cmp_eq_u32 s8, s6
	s_cbranch_scc0 .LBB0_6
.LBB0_15:                               ; %._crit_edge
	v_bfe_u32 v0, v0, 20, 10
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_mad_u64_u32 v[1:2], null, v3, s6, v[0:1]
	v_ashrrev_i32_e32 v2, 31, v1
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_lshlrev_b64 v[0:1], 2, v[1:2]
	v_add_co_u32 v0, vcc_lo, s10, v0
	s_delay_alu instid0(VALU_DEP_2)
	v_add_co_ci_u32_e32 v1, vcc_lo, s11, v1, vcc_lo
	global_store_b32 v[0:1], v6, off
.LBB0_16:
	s_nop 0
	s_sendmsg sendmsg(MSG_DEALLOC_VGPRS)
	s_endpgm
	.section	.rodata,"a",@progbits
	.p2align	6, 0x0
	.amdhsa_kernel _Z18convBackwardKernelPfS_S_iiiii
		.amdhsa_group_segment_fixed_size 0
		.amdhsa_private_segment_fixed_size 0
		.amdhsa_kernarg_size 304
		.amdhsa_user_sgpr_count 13
		.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 1
		.amdhsa_system_sgpr_workgroup_id_z 1
		.amdhsa_system_sgpr_workgroup_info 0
		.amdhsa_system_vgpr_workitem_id 2
		.amdhsa_next_free_vgpr 8
		.amdhsa_next_free_sgpr 18
		.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
	.text
.Lfunc_end0:
	.size	_Z18convBackwardKernelPfS_S_iiiii, .Lfunc_end0-_Z18convBackwardKernelPfS_S_iiiii
                                        ; -- End function
	.section	.AMDGPU.csdata,"",@progbits
; Kernel info:
; codeLenInByte = 528
; NumSgprs: 20
; NumVgprs: 8
; ScratchSize: 0
; MemoryBound: 0
; FloatMode: 240
; IeeeMode: 1
; LDSByteSize: 0 bytes/workgroup (compile time only)
; SGPRBlocks: 2
; VGPRBlocks: 0
; NumSGPRsForWavesPerEU: 20
; NumVGPRsForWavesPerEU: 8
; Occupancy: 16
; WaveLimiterHint : 0
; COMPUTE_PGM_RSRC2:SCRATCH_EN: 0
; COMPUTE_PGM_RSRC2:USER_SGPR: 13
; COMPUTE_PGM_RSRC2:TRAP_HANDLER: 0
; COMPUTE_PGM_RSRC2:TGID_X_EN: 1
; COMPUTE_PGM_RSRC2:TGID_Y_EN: 1
; COMPUTE_PGM_RSRC2:TGID_Z_EN: 1
; COMPUTE_PGM_RSRC2:TIDIG_COMP_CNT: 2
	.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:
      - .address_space:  global
        .offset:         0
        .size:           8
        .value_kind:     global_buffer
      - .address_space:  global
        .offset:         8
        .size:           8
        .value_kind:     global_buffer
      - .address_space:  global
        .offset:         16
        .size:           8
        .value_kind:     global_buffer
      - .offset:         24
        .size:           4
        .value_kind:     by_value
      - .offset:         28
        .size:           4
        .value_kind:     by_value
      - .offset:         32
        .size:           4
        .value_kind:     by_value
      - .offset:         36
        .size:           4
        .value_kind:     by_value
      - .offset:         40
        .size:           4
        .value_kind:     by_value
      - .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:           _Z18convBackwardKernelPfS_S_iiiii
    .private_segment_fixed_size: 0
    .sgpr_count:     20
    .sgpr_spill_count: 0
    .symbol:         _Z18convBackwardKernelPfS_S_iiiii.kd
    .uniform_work_group_size: 1
    .uses_dynamic_stack: false
    .vgpr_count:     8
    .vgpr_spill_count: 0
    .wavefront_size: 32
    .workgroup_processor_mode: 1
amdhsa.target:   amdgcn-amd-amdhsa--gfx1100
amdhsa.version:
  - 1
  - 2
...

	.end_amdgpu_metadata
