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

#define LAYERS 6
#define NEURONS 64
#define BATCH_SIZE 256
#define EPOCHS 100
#define LEARNING_RATE 0.01f

__device__ float sigmoid(float x) {
    return 1.0f / (1.0f + expf(-x));
}

__device__ float sigmoid_derivative(float x) {
    float s = sigmoid(x);
    return s * (1.0f - s);
}

__global__ void initialize_weights(float *weights, int num_weights) {
    int idx = blockIdx.x * blockDim.x + threadIdx.x;
    if (idx < num_weights) {
        curandState state;
        curand_init((unsigned long long) clock() + idx, 0, 0, &state);
        weights[idx] = curand_uniform(&state) * 2.0f - 1.0f;
    }
}

__global__ void forward_pass(float *inputs, float *weights, float *outputs, int num_layers) {
    extern __shared__ float shared_data[];
    int neuron = threadIdx.x;
    int batch = blockIdx.x;

    for (int layer = 0; layer < num_layers; ++layer) {
        float sum = 0.0f;
        for (int prev_neuron = 0; prev_neuron < NEURONS; ++prev_neuron) {
            int weight_idx = layer * NEURONS * NEURONS + neuron * NEURONS + prev_neuron;
            sum += inputs[batch * NEURONS + prev_neuron] * weights[weight_idx];
        }
        shared_data[neuron] = sigmoid(sum);
        __syncthreads();
        if (neuron == 0) {
            for (int i = 0; i < NEURONS; ++i) {
                outputs[batch * NEURONS + i] = shared_data[i];
            }
        }
        __syncthreads();
        inputs += NEURONS;
        outputs += NEURONS;
    }
}

__global__ void compute_error(float *outputs, float *targets, float *errors, int num_neurons) {
    int neuron = threadIdx.x;
    int batch = blockIdx.x;
    errors[batch * num_neurons + neuron] = outputs[batch * num_neurons + neuron] - targets[batch * num_neurons + neuron];
}

__global__ void backpropagation(float *inputs, float *weights, float *errors, float *deltas, int num_layers) {
    extern __shared__ float shared_data[];
    int neuron = threadIdx.x;
    int batch = blockIdx.x;

    for (int layer = num_layers - 1; layer >= 0; --layer) {
        float error = errors[batch * NEURONS + neuron];
        float output = inputs[(layer + 1) * NEURONS + neuron];
        float delta = error * sigmoid_derivative(output);
        shared_data[neuron] = delta;
        __syncthreads();

        for (int prev_neuron = 0; prev_neuron < NEURONS; ++prev_neuron) {
            int weight_idx = layer * NEURONS * NEURONS + neuron * NEURONS + prev_neuron;
            float prev_output = inputs[layer * NEURONS + prev_neuron];
            atomicAdd(&weights[weight_idx], -LEARNING_RATE * delta * prev_output);
        }
        __syncthreads();

        if (layer > 0) {
            for (int next_neuron = 0; next_neuron < NEURONS; ++next_neuron) {
                int weight_idx = layer * NEURONS * NEURONS + next_neuron * NEURONS + neuron;
                float weight = weights[weight_idx];
                errors[batch * NEURONS + next_neuron] += delta * weight;
            }
            __syncthreads();
        }
        inputs -= NEURONS;
        errors -= NEURONS;
    }
}

int main() {
    int num_weights = LAYERS * NEURONS * NEURONS;
    int num_outputs = BATCH_SIZE * NEURONS;

    float *d_weights, *d_inputs, *d_outputs, *d_targets, *d_errors, *d_deltas;

    cudaError_t err;

    err = cudaMalloc(&d_weights, num_weights * sizeof(float));
    if (err != cudaSuccess) {
        std::cerr << "Failed to allocate memory for weights: " << cudaGetErrorString(err) << std::endl;
        return -1;
    }

    err = cudaMalloc(&d_inputs, num_outputs * sizeof(float));
    if (err != cudaSuccess) {
        std::cerr << "Failed to allocate memory for inputs: " << cudaGetErrorString(err) << std::endl;
        cudaFree(d_weights);
        return -1;
    }

    err = cudaMalloc(&d_outputs, num_outputs * sizeof(float));
    if (err != cudaSuccess) {
        std::cerr << "Failed to allocate memory for outputs: " << cudaGetErrorString(err) << std::endl;
        cudaFree(d_weights);
        cudaFree(d_inputs);
        return -1;
    }

    err = cudaMalloc(&d_targets, num_outputs * sizeof(float));
    if (err != cudaSuccess) {
        std::cerr << "Failed to allocate memory for targets: " << cudaGetErrorString(err) << std::endl;
        cudaFree(d_weights);
        cudaFree(d_inputs);
        cudaFree(d_outputs);
        return -1;
    }

    err = cudaMalloc(&d_errors, num_outputs * sizeof(float));
    if (err != cudaSuccess) {
        std::cerr << "Failed to allocate memory for errors: " << cudaGetErrorString(err) << std::endl;
        cudaFree(d_weights);
        cudaFree(d_inputs);
        cudaFree(d_outputs);
        cudaFree(d_targets);
        return -1;
    }

    err = cudaMalloc(&d_deltas, num_outputs * sizeof(float));
    if (err != cudaSuccess) {
        std::cerr << "Failed to allocate memory for deltas: " << cudaGetErrorString(err) << std::endl;
        cudaFree(d_weights);
        cudaFree(d_inputs);
        cudaFree(d_outputs);
        cudaFree(d_targets);
        cudaFree(d_errors);
        return -1;
    }

    dim3 block(NEURONS);
    dim3 grid(BATCH_SIZE);

    initialize_weights<<<grid, block>>>(d_weights, num_weights);
    err = cudaGetLastError();
    if (err != cudaSuccess) {
        std::cerr << "Failed to initialize weights: " << cudaGetErrorString(err) << std::endl;
        cudaFree(d_weights);
        cudaFree(d_inputs);
        cudaFree(d_outputs);
        cudaFree(d_targets);
        cudaFree(d_errors);
        cudaFree(d_deltas);
        return -1;
    }

    for (int epoch = 0; epoch < EPOCHS; ++epoch) {
        forward_pass<<<grid, block, NEURONS * sizeof(float)>>>(d_inputs, d_weights, d_outputs, LAYERS);
        err = cudaGetLastError();
        if (err != cudaSuccess) {
            std::cerr << "Failed in forward pass: " << cudaGetErrorString(err) << std::endl;
            cudaFree(d_weights);
            cudaFree(d_inputs);
            cudaFree(d_outputs);
            cudaFree(d_targets);
            cudaFree(d_errors);
            cudaFree(d_deltas);
            return -1;
        }

        compute_error<<<grid, block>>>(d_outputs, d_targets, d_errors, NEURONS);
        err = cudaGetLastError();
        if (err != cudaSuccess) {
            std::cerr << "Failed to compute error: " << cudaGetErrorString(err) << std::endl;
            cudaFree(d_weights);
            cudaFree(d_inputs);
            cudaFree(d_outputs);
            cudaFree(d_targets);
            cudaFree(d_errors);
            cudaFree(d_deltas);
            return -1;
        }

        backpropagation<<<grid, block, NEURONS * sizeof(float)>>>(d_inputs, d_weights, d_errors, d_deltas, LAYERS);
        err = cudaGetLastError();
        if (err != cudaSuccess) {
            std::cerr << "Failed in backpropagation: " << cudaGetErrorString(err) << std::endl;
            cudaFree(d_weights);
            cudaFree(d_inputs);
            cudaFree(d_outputs);
            cudaFree(d_targets);
            cudaFree(d_errors);
            cudaFree(d_deltas);
            return -1;
        }
    }

    cudaFree(d_weights);
    cudaFree(d_inputs);
    cudaFree(d_outputs);
    cudaFree(d_targets);
    cudaFree(d_errors);
    cudaFree(d_deltas);

    return 0;
}
	.file	"tmpxft_00197226_00000000-6_cuda_code_032748.cudafe1.cpp"
	.text
#APP
	.globl _ZSt21ios_base_library_initv

#NO_APP
	.type	_ZL26__cudaUnregisterBinaryUtilv, @function
_ZL26__cudaUnregisterBinaryUtilv:
.LFB3854:
	.cfi_startproc
	endbr64
	movq	_ZL20__cudaFatCubinHandle(%rip), %rdi
	jmp	__cudaUnregisterFatBinary@PLT
	.cfi_endproc
.LFE3854:
	.size	_ZL26__cudaUnregisterBinaryUtilv, .-_ZL26__cudaUnregisterBinaryUtilv
	.align 2
	.type	_ZNSolsEPFRSoS_E.isra.0, @function
_ZNSolsEPFRSoS_E.isra.0:
.LFB4517:
	.cfi_startproc
	jmp	*%rsi
	.cfi_endproc
.LFE4517:
	.size	_ZNSolsEPFRSoS_E.isra.0, .-_ZNSolsEPFRSoS_E.isra.0
	.globl	_Z7sigmoidf
	.type	_Z7sigmoidf, @function
_Z7sigmoidf:
.LFB3849:
	.cfi_startproc
	endbr64
	pushq	%rax
	.cfi_def_cfa_offset 16
	popq	%rax
	.cfi_def_cfa_offset 8
	subq	$24, %rsp
	.cfi_def_cfa_offset 32
	movl	$1, 12(%rsp)
	movl	12(%rsp), %edi
	call	exit@PLT
	.cfi_endproc
.LFE3849:
	.size	_Z7sigmoidf, .-_Z7sigmoidf
	.globl	_Z18sigmoid_derivativef
	.type	_Z18sigmoid_derivativef, @function
_Z18sigmoid_derivativef:
.LFB4516:
	.cfi_startproc
	endbr64
	pushq	%rax
	.cfi_def_cfa_offset 16
	popq	%rax
	.cfi_def_cfa_offset 8
	pushq	%rax
	.cfi_def_cfa_offset 16
	call	_Z7sigmoidf
	.cfi_endproc
.LFE4516:
	.size	_Z18sigmoid_derivativef, .-_Z18sigmoid_derivativef
	.globl	_Z39__device_stub__Z18initialize_weightsPfiPfi
	.type	_Z39__device_stub__Z18initialize_weightsPfiPfi, @function
_Z39__device_stub__Z18initialize_weightsPfiPfi:
.LFB3876:
	.cfi_startproc
	endbr64
	subq	$120, %rsp
	.cfi_def_cfa_offset 128
	movq	%rdi, 8(%rsp)
	leaq	32(%rsp), %rcx
	leaq	24(%rsp), %rdx
	movl	%esi, 4(%rsp)
	leaq	40(%rsp), %rdi
	leaq	52(%rsp), %rsi
	movq	%fs:40, %rax
	movq	%rax, 104(%rsp)
	xorl	%eax, %eax
	leaq	8(%rsp), %rax
	movl	$1, 48(%rsp)
	movq	%rax, 88(%rsp)
	leaq	4(%rsp), %rax
	movq	%rax, 96(%rsp)
	movabsq	$4294967297, %rax
	movq	%rax, 40(%rsp)
	movq	%rax, 52(%rsp)
	movl	$1, 60(%rsp)
	call	__cudaPopCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L7
	pushq	32(%rsp)
	.cfi_def_cfa_offset 136
	leaq	_Z18initialize_weightsPfi(%rip), %rdi
	pushq	32(%rsp)
	.cfi_def_cfa_offset 144
	movq	68(%rsp), %rcx
	movl	76(%rsp), %r8d
	movq	56(%rsp), %rsi
	movl	64(%rsp), %edx
	leaq	104(%rsp), %r9
	call	cudaLaunchKernel@PLT
	popq	%rax
	.cfi_def_cfa_offset 136
	popq	%rdx
	.cfi_def_cfa_offset 128
.L7:
	movq	104(%rsp), %rax
	subq	%fs:40, %rax
	je	.L9
	call	__stack_chk_fail@PLT
.L9:
	addq	$120, %rsp
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE3876:
	.size	_Z39__device_stub__Z18initialize_weightsPfiPfi, .-_Z39__device_stub__Z18initialize_weightsPfiPfi
	.globl	_Z18initialize_weightsPfi
	.type	_Z18initialize_weightsPfi, @function
_Z18initialize_weightsPfi:
.LFB3877:
	.cfi_startproc
	endbr64
	jmp	_Z39__device_stub__Z18initialize_weightsPfiPfi
	.cfi_endproc
.LFE3877:
	.size	_Z18initialize_weightsPfi, .-_Z18initialize_weightsPfi
	.globl	_Z37__device_stub__Z12forward_passPfS_S_iPfS_S_i
	.type	_Z37__device_stub__Z12forward_passPfS_S_iPfS_S_i, @function
_Z37__device_stub__Z12forward_passPfS_S_iPfS_S_i:
.LFB3878:
	.cfi_startproc
	endbr64
	subq	$152, %rsp
	.cfi_def_cfa_offset 160
	movq	%rdi, 24(%rsp)
	leaq	56(%rsp), %rdi
	movq	%rsi, 16(%rsp)
	leaq	68(%rsp), %rsi
	movq	%rdx, 8(%rsp)
	leaq	40(%rsp), %rdx
	movl	%ecx, 4(%rsp)
	leaq	48(%rsp), %rcx
	movq	%fs:40, %rax
	movq	%rax, 136(%rsp)
	xorl	%eax, %eax
	leaq	24(%rsp), %rax
	movl	$1, 64(%rsp)
	movq	%rax, 104(%rsp)
	leaq	16(%rsp), %rax
	movq	%rax, 112(%rsp)
	leaq	8(%rsp), %rax
	movq	%rax, 120(%rsp)
	leaq	4(%rsp), %rax
	movq	%rax, 128(%rsp)
	movabsq	$4294967297, %rax
	movq	%rax, 56(%rsp)
	movq	%rax, 68(%rsp)
	movl	$1, 76(%rsp)
	call	__cudaPopCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L13
	pushq	48(%rsp)
	.cfi_def_cfa_offset 168
	leaq	_Z12forward_passPfS_S_i(%rip), %rdi
	pushq	48(%rsp)
	.cfi_def_cfa_offset 176
	movq	84(%rsp), %rcx
	movl	92(%rsp), %r8d
	movq	72(%rsp), %rsi
	movl	80(%rsp), %edx
	leaq	120(%rsp), %r9
	call	cudaLaunchKernel@PLT
	popq	%rax
	.cfi_def_cfa_offset 168
	popq	%rdx
	.cfi_def_cfa_offset 160
.L13:
	movq	136(%rsp), %rax
	subq	%fs:40, %rax
	je	.L15
	call	__stack_chk_fail@PLT
.L15:
	addq	$152, %rsp
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE3878:
	.size	_Z37__device_stub__Z12forward_passPfS_S_iPfS_S_i, .-_Z37__device_stub__Z12forward_passPfS_S_iPfS_S_i
	.globl	_Z12forward_passPfS_S_i
	.type	_Z12forward_passPfS_S_i, @function
_Z12forward_passPfS_S_i:
.LFB3879:
	.cfi_startproc
	endbr64
	jmp	_Z37__device_stub__Z12forward_passPfS_S_iPfS_S_i
	.cfi_endproc
.LFE3879:
	.size	_Z12forward_passPfS_S_i, .-_Z12forward_passPfS_S_i
	.globl	_Z38__device_stub__Z13compute_errorPfS_S_iPfS_S_i
	.type	_Z38__device_stub__Z13compute_errorPfS_S_iPfS_S_i, @function
_Z38__device_stub__Z13compute_errorPfS_S_iPfS_S_i:
.LFB3880:
	.cfi_startproc
	endbr64
	subq	$152, %rsp
	.cfi_def_cfa_offset 160
	movq	%rdi, 24(%rsp)
	leaq	56(%rsp), %rdi
	movq	%rsi, 16(%rsp)
	leaq	68(%rsp), %rsi
	movq	%rdx, 8(%rsp)
	leaq	40(%rsp), %rdx
	movl	%ecx, 4(%rsp)
	leaq	48(%rsp), %rcx
	movq	%fs:40, %rax
	movq	%rax, 136(%rsp)
	xorl	%eax, %eax
	leaq	24(%rsp), %rax
	movl	$1, 64(%rsp)
	movq	%rax, 104(%rsp)
	leaq	16(%rsp), %rax
	movq	%rax, 112(%rsp)
	leaq	8(%rsp), %rax
	movq	%rax, 120(%rsp)
	leaq	4(%rsp), %rax
	movq	%rax, 128(%rsp)
	movabsq	$4294967297, %rax
	movq	%rax, 56(%rsp)
	movq	%rax, 68(%rsp)
	movl	$1, 76(%rsp)
	call	__cudaPopCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L18
	pushq	48(%rsp)
	.cfi_def_cfa_offset 168
	leaq	_Z13compute_errorPfS_S_i(%rip), %rdi
	pushq	48(%rsp)
	.cfi_def_cfa_offset 176
	movq	84(%rsp), %rcx
	movl	92(%rsp), %r8d
	movq	72(%rsp), %rsi
	movl	80(%rsp), %edx
	leaq	120(%rsp), %r9
	call	cudaLaunchKernel@PLT
	popq	%rax
	.cfi_def_cfa_offset 168
	popq	%rdx
	.cfi_def_cfa_offset 160
.L18:
	movq	136(%rsp), %rax
	subq	%fs:40, %rax
	je	.L20
	call	__stack_chk_fail@PLT
.L20:
	addq	$152, %rsp
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE3880:
	.size	_Z38__device_stub__Z13compute_errorPfS_S_iPfS_S_i, .-_Z38__device_stub__Z13compute_errorPfS_S_iPfS_S_i
	.globl	_Z13compute_errorPfS_S_i
	.type	_Z13compute_errorPfS_S_i, @function
_Z13compute_errorPfS_S_i:
.LFB3881:
	.cfi_startproc
	endbr64
	jmp	_Z38__device_stub__Z13compute_errorPfS_S_iPfS_S_i
	.cfi_endproc
.LFE3881:
	.size	_Z13compute_errorPfS_S_i, .-_Z13compute_errorPfS_S_i
	.globl	_Z42__device_stub__Z15backpropagationPfS_S_S_iPfS_S_S_i
	.type	_Z42__device_stub__Z15backpropagationPfS_S_S_iPfS_S_S_i, @function
_Z42__device_stub__Z15backpropagationPfS_S_S_iPfS_S_S_i:
.LFB3882:
	.cfi_startproc
	endbr64
	subq	$168, %rsp
	.cfi_def_cfa_offset 176
	movq	%rdi, 40(%rsp)
	leaq	64(%rsp), %rdi
	movq	%rsi, 32(%rsp)
	leaq	76(%rsp), %rsi
	movq	%rdx, 24(%rsp)
	leaq	48(%rsp), %rdx
	movq	%rcx, 16(%rsp)
	leaq	56(%rsp), %rcx
	movl	%r8d, 12(%rsp)
	movq	%fs:40, %rax
	movq	%rax, 152(%rsp)
	xorl	%eax, %eax
	leaq	40(%rsp), %rax
	movl	$1, 72(%rsp)
	movq	%rax, 112(%rsp)
	leaq	32(%rsp), %rax
	movq	%rax, 120(%rsp)
	leaq	24(%rsp), %rax
	movq	%rax, 128(%rsp)
	leaq	16(%rsp), %rax
	movq	%rax, 136(%rsp)
	leaq	12(%rsp), %rax
	movq	%rax, 144(%rsp)
	movabsq	$4294967297, %rax
	movq	%rax, 64(%rsp)
	movq	%rax, 76(%rsp)
	movl	$1, 84(%rsp)
	call	__cudaPopCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L23
	pushq	56(%rsp)
	.cfi_def_cfa_offset 184
	leaq	_Z15backpropagationPfS_S_S_i(%rip), %rdi
	pushq	56(%rsp)
	.cfi_def_cfa_offset 192
	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 184
	popq	%rdx
	.cfi_def_cfa_offset 176
.L23:
	movq	152(%rsp), %rax
	subq	%fs:40, %rax
	je	.L25
	call	__stack_chk_fail@PLT
.L25:
	addq	$168, %rsp
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE3882:
	.size	_Z42__device_stub__Z15backpropagationPfS_S_S_iPfS_S_S_i, .-_Z42__device_stub__Z15backpropagationPfS_S_S_iPfS_S_S_i
	.globl	_Z15backpropagationPfS_S_S_i
	.type	_Z15backpropagationPfS_S_S_i, @function
_Z15backpropagationPfS_S_S_i:
.LFB3883:
	.cfi_startproc
	endbr64
	jmp	_Z42__device_stub__Z15backpropagationPfS_S_S_iPfS_S_S_i
	.cfi_endproc
.LFE3883:
	.size	_Z15backpropagationPfS_S_S_i, .-_Z15backpropagationPfS_S_S_i
	.section	.rodata.str1.1,"aMS",@progbits,1
.LC0:
	.string	"Failed to allocate memory for weights: "
.LC1:
	.string	"Failed to allocate memory for inputs: "
.LC2:
	.string	"Failed to allocate memory for outputs: "
.LC3:
	.string	"Failed to allocate memory for targets: "
.LC4:
	.string	"Failed to allocate memory for errors: "
.LC5:
	.string	"Failed to allocate memory for deltas: "
.LC6:
	.string	"Failed to initialize weights: "
.LC7:
	.string	"Failed in forward pass: "
.LC8:
	.string	"Failed to compute error: "
.LC9:
	.string	"Failed in backpropagation: "
	.section	.text.startup,"ax",@progbits
	.globl	main
	.type	main, @function
main:
.LFB3851:
	.cfi_startproc
	endbr64
	pushq	%rbp
	.cfi_def_cfa_offset 16
	.cfi_offset 6, -16
	movl	$98304, %esi
	pushq	%rbx
	.cfi_def_cfa_offset 24
	.cfi_offset 3, -24
	subq	$88, %rsp
	.cfi_def_cfa_offset 112
	movq	%fs:40, %rax
	movq	%rax, 72(%rsp)
	xorl	%eax, %eax
	movq	%rsp, %rdi
	call	cudaMalloc@PLT
	testl	%eax, %eax
	je	.L29
	movl	%eax, %ebx
	leaq	.LC0(%rip), %rsi
	leaq	_ZSt4cerr(%rip), %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	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@GOTPCREL(%rip), %rsi
	movq	%rax, %rdi
	call	_ZNSolsEPFRSoS_E.isra.0
	jmp	.L30
.L29:
	leaq	8(%rsp), %rdi
	movl	$65536, %esi
	call	cudaMalloc@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L31
	leaq	.LC1(%rip), %rsi
	leaq	_ZSt4cerr(%rip), %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	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@GOTPCREL(%rip), %rsi
	movq	%rax, %rdi
	call	_ZNSolsEPFRSoS_E.isra.0
	movq	(%rsp), %rdi
.L51:
	call	cudaFree@PLT
.L30:
	orl	$-1, %eax
	jmp	.L28
.L31:
	leaq	16(%rsp), %rdi
	movl	$65536, %esi
	call	cudaMalloc@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L33
	leaq	.LC2(%rip), %rsi
	leaq	_ZSt4cerr(%rip), %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	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@GOTPCREL(%rip), %rsi
	movq	%rax, %rdi
	call	_ZNSolsEPFRSoS_E.isra.0
	movq	(%rsp), %rdi
	call	cudaFree@PLT
	movq	8(%rsp), %rdi
	jmp	.L51
.L33:
	leaq	24(%rsp), %rdi
	movl	$65536, %esi
	call	cudaMalloc@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L34
	leaq	.LC3(%rip), %rsi
	leaq	_ZSt4cerr(%rip), %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	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@GOTPCREL(%rip), %rsi
	movq	%rax, %rdi
	call	_ZNSolsEPFRSoS_E.isra.0
	movq	(%rsp), %rdi
	call	cudaFree@PLT
	movq	8(%rsp), %rdi
	call	cudaFree@PLT
	movq	16(%rsp), %rdi
	jmp	.L51
.L34:
	leaq	32(%rsp), %rdi
	movl	$65536, %esi
	call	cudaMalloc@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L35
	leaq	.LC4(%rip), %rsi
	leaq	_ZSt4cerr(%rip), %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	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@GOTPCREL(%rip), %rsi
	movq	%rax, %rdi
	call	_ZNSolsEPFRSoS_E.isra.0
	movq	(%rsp), %rdi
	call	cudaFree@PLT
	movq	8(%rsp), %rdi
	call	cudaFree@PLT
	movq	16(%rsp), %rdi
	call	cudaFree@PLT
	movq	24(%rsp), %rdi
	jmp	.L51
.L35:
	leaq	40(%rsp), %rdi
	movl	$65536, %esi
	call	cudaMalloc@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L36
	leaq	.LC5(%rip), %rsi
	leaq	_ZSt4cerr(%rip), %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	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@GOTPCREL(%rip), %rsi
	movq	%rax, %rdi
	call	_ZNSolsEPFRSoS_E.isra.0
	movq	(%rsp), %rdi
	call	cudaFree@PLT
	movq	8(%rsp), %rdi
	call	cudaFree@PLT
	movq	16(%rsp), %rdi
	call	cudaFree@PLT
	movq	24(%rsp), %rdi
	call	cudaFree@PLT
	movq	32(%rsp), %rdi
	jmp	.L51
.L36:
	movl	$67108865, %edx
	movl	$16777217, %edi
	xorl	%r9d, %r9d
	xorl	%r8d, %r8d
	salq	$6, %rdx
	salq	$8, %rdi
	movl	$1, %ecx
	movl	$1, %esi
	movq	%rdx, 48(%rsp)
	movl	$1, 56(%rsp)
	movq	%rdi, 60(%rsp)
	movl	$1, 68(%rsp)
	call	__cudaPushCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L37
	movq	(%rsp), %rdi
	movl	$24576, %esi
	call	_Z39__device_stub__Z18initialize_weightsPfiPfi
.L37:
	call	cudaGetLastError@PLT
	movl	$100, %ebp
	leaq	.LC6(%rip), %rsi
	movl	%eax, %ebx
	testl	%eax, %eax
	jne	.L52
.L38:
	movl	56(%rsp), %ecx
	movq	48(%rsp), %rdx
	xorl	%r9d, %r9d
	movl	$256, %r8d
	movq	60(%rsp), %rdi
	movl	68(%rsp), %esi
	call	__cudaPushCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L39
	movq	16(%rsp), %rdx
	movq	(%rsp), %rsi
	movl	$6, %ecx
	movq	8(%rsp), %rdi
	call	_Z37__device_stub__Z12forward_passPfS_S_iPfS_S_i
.L39:
	call	cudaGetLastError@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L40
	leaq	.LC7(%rip), %rsi
	jmp	.L52
.L40:
	movl	56(%rsp), %ecx
	movq	48(%rsp), %rdx
	xorl	%r9d, %r9d
	xorl	%r8d, %r8d
	movq	60(%rsp), %rdi
	movl	68(%rsp), %esi
	call	__cudaPushCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L41
	movq	32(%rsp), %rdx
	movq	24(%rsp), %rsi
	movl	$64, %ecx
	movq	16(%rsp), %rdi
	call	_Z38__device_stub__Z13compute_errorPfS_S_iPfS_S_i
.L41:
	call	cudaGetLastError@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L42
	leaq	.LC8(%rip), %rsi
	jmp	.L52
.L42:
	movl	56(%rsp), %ecx
	movq	48(%rsp), %rdx
	xorl	%r9d, %r9d
	movl	$256, %r8d
	movq	60(%rsp), %rdi
	movl	68(%rsp), %esi
	call	__cudaPushCallConfiguration@PLT
	testl	%eax, %eax
	jne	.L43
	movq	40(%rsp), %rcx
	movq	32(%rsp), %rdx
	movl	$6, %r8d
	movq	(%rsp), %rsi
	movq	8(%rsp), %rdi
	call	_Z42__device_stub__Z15backpropagationPfS_S_S_iPfS_S_S_i
.L43:
	call	cudaGetLastError@PLT
	movl	%eax, %ebx
	testl	%eax, %eax
	je	.L44
	leaq	.LC9(%rip), %rsi
.L52:
	leaq	_ZSt4cerr(%rip), %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	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_@GOTPCREL(%rip), %rsi
	movq	%rax, %rdi
	call	_ZNSolsEPFRSoS_E.isra.0
	movq	(%rsp), %rdi
	call	cudaFree@PLT
	movq	8(%rsp), %rdi
	call	cudaFree@PLT
	movq	16(%rsp), %rdi
	call	cudaFree@PLT
	movq	24(%rsp), %rdi
	call	cudaFree@PLT
	movq	32(%rsp), %rdi
	call	cudaFree@PLT
	movq	40(%rsp), %rdi
	jmp	.L51
.L44:
	decl	%ebp
	jne	.L38
	movq	(%rsp), %rdi
	call	cudaFree@PLT
	movq	8(%rsp), %rdi
	call	cudaFree@PLT
	movq	16(%rsp), %rdi
	call	cudaFree@PLT
	movq	24(%rsp), %rdi
	call	cudaFree@PLT
	movq	32(%rsp), %rdi
	call	cudaFree@PLT
	movq	40(%rsp), %rdi
	call	cudaFree@PLT
	xorl	%eax, %eax
.L28:
	movq	72(%rsp), %rdx
	subq	%fs:40, %rdx
	je	.L45
	call	__stack_chk_fail@PLT
.L45:
	addq	$88, %rsp
	.cfi_def_cfa_offset 24
	popq	%rbx
	.cfi_def_cfa_offset 16
	popq	%rbp
	.cfi_def_cfa_offset 8
	ret
	.cfi_endproc
.LFE3851:
	.size	main, .-main
	.section	.rodata.str1.1
.LC10:
	.string	"_Z15backpropagationPfS_S_S_i"
.LC11:
	.string	"_Z13compute_errorPfS_S_i"
.LC12:
	.string	"_Z12forward_passPfS_S_i"
.LC13:
	.string	"_Z18initialize_weightsPfi"
.LC14:
	.string	"precalc_xorwow_matrix"
.LC15:
	.string	"precalc_xorwow_offset_matrix"
.LC16:
	.string	"mrg32k3aM1"
.LC17:
	.string	"mrg32k3aM2"
.LC18:
	.string	"mrg32k3aM1SubSeq"
.LC19:
	.string	"mrg32k3aM2SubSeq"
.LC20:
	.string	"mrg32k3aM1Seq"
.LC21:
	.string	"mrg32k3aM2Seq"
.LC22:
	.string	"__cr_lgamma_table"
	.section	.text.startup
	.type	_ZL24__sti____cudaRegisterAllv, @function
_ZL24__sti____cudaRegisterAllv:
.LFB3885:
	.cfi_startproc
	endbr64
	pushq	%rbx
	.cfi_def_cfa_offset 16
	.cfi_offset 3, -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	.LC10(%rip), %rdx
	movq	%rax, %rdi
	movq	%rax, %rbx
	pushq	$0
	.cfi_def_cfa_offset 40
	movq	%rdx, %rcx
	leaq	_Z15backpropagationPfS_S_S_i(%rip), %rsi
	pushq	$0
	.cfi_def_cfa_offset 48
	movq	%rax, _ZL20__cudaFatCubinHandle(%rip)
	call	__cudaRegisterFunction@PLT
	addq	$32, %rsp
	.cfi_def_cfa_offset 16
	xorl	%r9d, %r9d
	orl	$-1, %r8d
	pushq	$0
	.cfi_def_cfa_offset 24
	leaq	.LC11(%rip), %rdx
	movq	%rbx, %rdi
	leaq	_Z13compute_errorPfS_S_i(%rip), %rsi
	pushq	$0
	.cfi_def_cfa_offset 32
	movq	%rdx, %rcx
	pushq	$0
	.cfi_def_cfa_offset 40
	pushq	$0
	.cfi_def_cfa_offset 48
	call	__cudaRegisterFunction@PLT
	addq	$32, %rsp
	.cfi_def_cfa_offset 16
	xorl	%r9d, %r9d
	orl	$-1, %r8d
	pushq	$0
	.cfi_def_cfa_offset 24
	leaq	.LC12(%rip), %rdx
	movq	%rbx, %rdi
	leaq	_Z12forward_passPfS_S_i(%rip), %rsi
	pushq	$0
	.cfi_def_cfa_offset 32
	movq	%rdx, %rcx
	pushq	$0
	.cfi_def_cfa_offset 40
	pushq	$0
	.cfi_def_cfa_offset 48
	call	__cudaRegisterFunction@PLT
	addq	$32, %rsp
	.cfi_def_cfa_offset 16
	xorl	%r9d, %r9d
	orl	$-1, %r8d
	pushq	$0
	.cfi_def_cfa_offset 24
	leaq	.LC13(%rip), %rdx
	movq	%rbx, %rdi
	leaq	_Z18initialize_weightsPfi(%rip), %rsi
	pushq	$0
	.cfi_def_cfa_offset 32
	movq	%rdx, %rcx
	pushq	$0
	.cfi_def_cfa_offset 40
	pushq	$0
	.cfi_def_cfa_offset 48
	call	__cudaRegisterFunction@PLT
	addq	$32, %rsp
	.cfi_def_cfa_offset 16
	xorl	%r8d, %r8d
	movq	%rbx, %rdi
	pushq	$0
	.cfi_def_cfa_offset 24
	leaq	.LC14(%rip), %rdx
	movl	$102400, %r9d
	leaq	_ZL21precalc_xorwow_matrix(%rip), %rsi
	pushq	$0
	.cfi_def_cfa_offset 32
	movq	%rdx, %rcx
	call	__cudaRegisterVar@PLT
	popq	%rax
	.cfi_def_cfa_offset 24
	popq	%rdx
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC15(%rip), %rdx
	xorl	%r8d, %r8d
	movq	%rbx, %rdi
	movq	%rdx, %rcx
	movl	$102400, %r9d
	leaq	_ZL28precalc_xorwow_offset_matrix(%rip), %rsi
	call	__cudaRegisterVar@PLT
	popq	%rcx
	.cfi_def_cfa_offset 24
	popq	%rsi
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC16(%rip), %rdx
	xorl	%r8d, %r8d
	movq	%rbx, %rdi
	movq	%rdx, %rcx
	movl	$2304, %r9d
	leaq	_ZL10mrg32k3aM1(%rip), %rsi
	call	__cudaRegisterVar@PLT
	popq	%rdi
	.cfi_def_cfa_offset 24
	popq	%r8
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC17(%rip), %rdx
	xorl	%r8d, %r8d
	movq	%rbx, %rdi
	movq	%rdx, %rcx
	movl	$2304, %r9d
	leaq	_ZL10mrg32k3aM2(%rip), %rsi
	call	__cudaRegisterVar@PLT
	popq	%r9
	.cfi_def_cfa_offset 24
	popq	%r10
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC18(%rip), %rdx
	xorl	%r8d, %r8d
	movq	%rbx, %rdi
	movq	%rdx, %rcx
	movl	$2016, %r9d
	leaq	_ZL16mrg32k3aM1SubSeq(%rip), %rsi
	call	__cudaRegisterVar@PLT
	popq	%r11
	.cfi_def_cfa_offset 24
	popq	%rax
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC19(%rip), %rdx
	xorl	%r8d, %r8d
	movq	%rbx, %rdi
	movq	%rdx, %rcx
	movl	$2016, %r9d
	leaq	_ZL16mrg32k3aM2SubSeq(%rip), %rsi
	call	__cudaRegisterVar@PLT
	popq	%rax
	.cfi_def_cfa_offset 24
	popq	%rdx
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC20(%rip), %rdx
	xorl	%r8d, %r8d
	movq	%rbx, %rdi
	movq	%rdx, %rcx
	movl	$2304, %r9d
	leaq	_ZL13mrg32k3aM1Seq(%rip), %rsi
	call	__cudaRegisterVar@PLT
	popq	%rcx
	.cfi_def_cfa_offset 24
	popq	%rsi
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$0
	.cfi_def_cfa_offset 32
	leaq	.LC21(%rip), %rdx
	movq	%rbx, %rdi
	xorl	%r8d, %r8d
	movq	%rdx, %rcx
	movl	$2304, %r9d
	leaq	_ZL13mrg32k3aM2Seq(%rip), %rsi
	call	__cudaRegisterVar@PLT
	popq	%rdi
	.cfi_def_cfa_offset 24
	popq	%r8
	.cfi_def_cfa_offset 16
	pushq	$0
	.cfi_def_cfa_offset 24
	pushq	$1
	.cfi_def_cfa_offset 32
	leaq	.LC22(%rip), %rdx
	movq	%rbx, %rdi
	xorl	%r8d, %r8d
	movl	$72, %r9d
	movq	%rdx, %rcx
	leaq	_ZL17__cr_lgamma_table(%rip), %rsi
	call	__cudaRegisterVar@PLT
	movq	_ZL20__cudaFatCubinHandle(%rip), %rdi
	popq	%r9
	.cfi_def_cfa_offset 24
	popq	%r10
	.cfi_def_cfa_offset 16
	call	__cudaRegisterFatBinaryEnd@PLT
	leaq	_ZL26__cudaUnregisterBinaryUtilv(%rip), %rdi
	popq	%rbx
	.cfi_def_cfa_offset 8
	jmp	atexit@PLT
	.cfi_endproc
.LFE3885:
	.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
	.local	_ZL17__cr_lgamma_table
	.comm	_ZL17__cr_lgamma_table,72,32
	.local	_ZL13mrg32k3aM2Seq
	.comm	_ZL13mrg32k3aM2Seq,2304,32
	.local	_ZL13mrg32k3aM1Seq
	.comm	_ZL13mrg32k3aM1Seq,2304,32
	.local	_ZL16mrg32k3aM2SubSeq
	.comm	_ZL16mrg32k3aM2SubSeq,2016,32
	.local	_ZL16mrg32k3aM1SubSeq
	.comm	_ZL16mrg32k3aM1SubSeq,2016,32
	.local	_ZL10mrg32k3aM2
	.comm	_ZL10mrg32k3aM2,2304,32
	.local	_ZL10mrg32k3aM1
	.comm	_ZL10mrg32k3aM1,2304,32
	.local	_ZL28precalc_xorwow_offset_matrix
	.comm	_ZL28precalc_xorwow_offset_matrix,102400,32
	.local	_ZL21precalc_xorwow_matrix
	.comm	_ZL21precalc_xorwow_matrix,102400,32
	.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 <hiprand/hiprand_kernel.h>

#define LAYERS 6
#define NEURONS 64
#define BATCH_SIZE 256
#define EPOCHS 100
#define LEARNING_RATE 0.01f

__device__ float sigmoid(float x) {
    return 1.0f / (1.0f + expf(-x));
}

__device__ float sigmoid_derivative(float x) {
    float s = sigmoid(x);
    return s * (1.0f - s);
}

__global__ void initialize_weights(float *weights, int num_weights) {
    int idx = blockIdx.x * blockDim.x + threadIdx.x;
    if (idx < num_weights) {
        hiprandState state;
        hiprand_init((unsigned long long) clock() + idx, 0, 0, &state);
        weights[idx] = hiprand_uniform(&state) * 2.0f - 1.0f;
    }
}

__global__ void forward_pass(float *inputs, float *weights, float *outputs, int num_layers) {
    extern __shared__ float shared_data[];
    int neuron = threadIdx.x;
    int batch = blockIdx.x;

    for (int layer = 0; layer < num_layers; ++layer) {
        float sum = 0.0f;
        for (int prev_neuron = 0; prev_neuron < NEURONS; ++prev_neuron) {
            int weight_idx = layer * NEURONS * NEURONS + neuron * NEURONS + prev_neuron;
            sum += inputs[batch * NEURONS + prev_neuron] * weights[weight_idx];
        }
        shared_data[neuron] = sigmoid(sum);
        __syncthreads();
        if (neuron == 0) {
            for (int i = 0; i < NEURONS; ++i) {
                outputs[batch * NEURONS + i] = shared_data[i];
            }
        }
        __syncthreads();
        inputs += NEURONS;
        outputs += NEURONS;
    }
}

__global__ void compute_error(float *outputs, float *targets, float *errors, int num_neurons) {
    int neuron = threadIdx.x;
    int batch = blockIdx.x;
    errors[batch * num_neurons + neuron] = outputs[batch * num_neurons + neuron] - targets[batch * num_neurons + neuron];
}

__global__ void backpropagation(float *inputs, float *weights, float *errors, float *deltas, int num_layers) {
    extern __shared__ float shared_data[];
    int neuron = threadIdx.x;
    int batch = blockIdx.x;

    for (int layer = num_layers - 1; layer >= 0; --layer) {
        float error = errors[batch * NEURONS + neuron];
        float output = inputs[(layer + 1) * NEURONS + neuron];
        float delta = error * sigmoid_derivative(output);
        shared_data[neuron] = delta;
        __syncthreads();

        for (int prev_neuron = 0; prev_neuron < NEURONS; ++prev_neuron) {
            int weight_idx = layer * NEURONS * NEURONS + neuron * NEURONS + prev_neuron;
            float prev_output = inputs[layer * NEURONS + prev_neuron];
            atomicAdd(&weights[weight_idx], -LEARNING_RATE * delta * prev_output);
        }
        __syncthreads();

        if (layer > 0) {
            for (int next_neuron = 0; next_neuron < NEURONS; ++next_neuron) {
                int weight_idx = layer * NEURONS * NEURONS + next_neuron * NEURONS + neuron;
                float weight = weights[weight_idx];
                errors[batch * NEURONS + next_neuron] += delta * weight;
            }
            __syncthreads();
        }
        inputs -= NEURONS;
        errors -= NEURONS;
    }
}

int main() {
    int num_weights = LAYERS * NEURONS * NEURONS;
    int num_outputs = BATCH_SIZE * NEURONS;

    float *d_weights, *d_inputs, *d_outputs, *d_targets, *d_errors, *d_deltas;

    hipError_t err;

    err = hipMalloc(&d_weights, num_weights * sizeof(float));
    if (err != hipSuccess) {
        std::cerr << "Failed to allocate memory for weights: " << hipGetErrorString(err) << std::endl;
        return -1;
    }

    err = hipMalloc(&d_inputs, num_outputs * sizeof(float));
    if (err != hipSuccess) {
        std::cerr << "Failed to allocate memory for inputs: " << hipGetErrorString(err) << std::endl;
        hipFree(d_weights);
        return -1;
    }

    err = hipMalloc(&d_outputs, num_outputs * sizeof(float));
    if (err != hipSuccess) {
        std::cerr << "Failed to allocate memory for outputs: " << hipGetErrorString(err) << std::endl;
        hipFree(d_weights);
        hipFree(d_inputs);
        return -1;
    }

    err = hipMalloc(&d_targets, num_outputs * sizeof(float));
    if (err != hipSuccess) {
        std::cerr << "Failed to allocate memory for targets: " << hipGetErrorString(err) << std::endl;
        hipFree(d_weights);
        hipFree(d_inputs);
        hipFree(d_outputs);
        return -1;
    }

    err = hipMalloc(&d_errors, num_outputs * sizeof(float));
    if (err != hipSuccess) {
        std::cerr << "Failed to allocate memory for errors: " << hipGetErrorString(err) << std::endl;
        hipFree(d_weights);
        hipFree(d_inputs);
        hipFree(d_outputs);
        hipFree(d_targets);
        return -1;
    }

    err = hipMalloc(&d_deltas, num_outputs * sizeof(float));
    if (err != hipSuccess) {
        std::cerr << "Failed to allocate memory for deltas: " << hipGetErrorString(err) << std::endl;
        hipFree(d_weights);
        hipFree(d_inputs);
        hipFree(d_outputs);
        hipFree(d_targets);
        hipFree(d_errors);
        return -1;
    }

    dim3 block(NEURONS);
    dim3 grid(BATCH_SIZE);

    initialize_weights<<<grid, block>>>(d_weights, num_weights);
    err = hipGetLastError();
    if (err != hipSuccess) {
        std::cerr << "Failed to initialize weights: " << hipGetErrorString(err) << std::endl;
        hipFree(d_weights);
        hipFree(d_inputs);
        hipFree(d_outputs);
        hipFree(d_targets);
        hipFree(d_errors);
        hipFree(d_deltas);
        return -1;
    }

    for (int epoch = 0; epoch < EPOCHS; ++epoch) {
        forward_pass<<<grid, block, NEURONS * sizeof(float)>>>(d_inputs, d_weights, d_outputs, LAYERS);
        err = hipGetLastError();
        if (err != hipSuccess) {
            std::cerr << "Failed in forward pass: " << hipGetErrorString(err) << std::endl;
            hipFree(d_weights);
            hipFree(d_inputs);
            hipFree(d_outputs);
            hipFree(d_targets);
            hipFree(d_errors);
            hipFree(d_deltas);
            return -1;
        }

        compute_error<<<grid, block>>>(d_outputs, d_targets, d_errors, NEURONS);
        err = hipGetLastError();
        if (err != hipSuccess) {
            std::cerr << "Failed to compute error: " << hipGetErrorString(err) << std::endl;
            hipFree(d_weights);
            hipFree(d_inputs);
            hipFree(d_outputs);
            hipFree(d_targets);
            hipFree(d_errors);
            hipFree(d_deltas);
            return -1;
        }

        backpropagation<<<grid, block, NEURONS * sizeof(float)>>>(d_inputs, d_weights, d_errors, d_deltas, LAYERS);
        err = hipGetLastError();
        if (err != hipSuccess) {
            std::cerr << "Failed in backpropagation: " << hipGetErrorString(err) << std::endl;
            hipFree(d_weights);
            hipFree(d_inputs);
            hipFree(d_outputs);
            hipFree(d_targets);
            hipFree(d_errors);
            hipFree(d_deltas);
            return -1;
        }
    }

    hipFree(d_weights);
    hipFree(d_inputs);
    hipFree(d_outputs);
    hipFree(d_targets);
    hipFree(d_errors);
    hipFree(d_deltas);

    return 0;
}
	.text
	.file	"cuda_code_032748.hip"
                                        # Start of file scope inline assembly
	.globl	_ZSt21ios_base_library_initv

                                        # End of file scope inline assembly
	.globl	_Z33__device_stub__initialize_weightsPfi # -- Begin function _Z33__device_stub__initialize_weightsPfi
	.type	_Z33__device_stub__initialize_weightsPfi,@function
_Z33__device_stub__initialize_weightsPfi: # @_Z33__device_stub__initialize_weightsPfi
	.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	$80, %rsp
	.cfi_def_cfa_offset 128
	.cfi_offset %rbx, -48
	.cfi_offset %r12, -40
	.cfi_offset %r13, -32
	.cfi_offset %r14, -24
	.cfi_offset %r15, -16
	leaq	24(%rsp), %rax
	movq	%rdi, (%rax)
	leaq	4(%rsp), %rcx
	movl	%esi, (%rcx)
	leaq	64(%rsp), %rbx
	movq	%rax, (%rbx)
	movq	%rcx, 8(%rbx)
	leaq	48(%rsp), %r14
	leaq	32(%rsp), %r15
	leaq	16(%rsp), %r12
	leaq	8(%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	$_Z18initialize_weightsPfi, %edi
	movq	%rbx, %r9
	pushq	(%r13)
	.cfi_adjust_cfa_offset 8
	pushq	(%r12)
	.cfi_adjust_cfa_offset 8
	callq	hipLaunchKernel
	addq	$96, %rsp
	.cfi_adjust_cfa_offset -96
	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__initialize_weightsPfi, .Lfunc_end0-_Z33__device_stub__initialize_weightsPfi
	.cfi_endproc
                                        # -- End function
	.globl	_Z27__device_stub__forward_passPfS_S_i # -- Begin function _Z27__device_stub__forward_passPfS_S_i
	.type	_Z27__device_stub__forward_passPfS_S_i,@function
_Z27__device_stub__forward_passPfS_S_i: # @_Z27__device_stub__forward_passPfS_S_i
	.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	$112, %rsp
	.cfi_def_cfa_offset 160
	.cfi_offset %rbx, -48
	.cfi_offset %r12, -40
	.cfi_offset %r13, -32
	.cfi_offset %r14, -24
	.cfi_offset %r15, -16
	leaq	40(%rsp), %rax
	movq	%rdi, (%rax)
	leaq	32(%rsp), %rdi
	movq	%rsi, (%rdi)
	leaq	24(%rsp), %rsi
	movq	%rdx, (%rsi)
	leaq	4(%rsp), %rdx
	movl	%ecx, (%rdx)
	leaq	80(%rsp), %rbx
	movq	%rax, (%rbx)
	movq	%rdi, 8(%rbx)
	movq	%rsi, 16(%rbx)
	movq	%rdx, 24(%rbx)
	leaq	64(%rsp), %r14
	leaq	48(%rsp), %r15
	leaq	16(%rsp), %r12
	leaq	8(%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	$_Z12forward_passPfS_S_i, %edi
	movq	%rbx, %r9
	pushq	(%r13)
	.cfi_adjust_cfa_offset 8
	pushq	(%r12)
	.cfi_adjust_cfa_offset 8
	callq	hipLaunchKernel
	addq	$128, %rsp
	.cfi_adjust_cfa_offset -128
	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_end1:
	.size	_Z27__device_stub__forward_passPfS_S_i, .Lfunc_end1-_Z27__device_stub__forward_passPfS_S_i
	.cfi_endproc
                                        # -- End function
	.globl	_Z28__device_stub__compute_errorPfS_S_i # -- Begin function _Z28__device_stub__compute_errorPfS_S_i
	.type	_Z28__device_stub__compute_errorPfS_S_i,@function
_Z28__device_stub__compute_errorPfS_S_i: # @_Z28__device_stub__compute_errorPfS_S_i
	.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	$112, %rsp
	.cfi_def_cfa_offset 160
	.cfi_offset %rbx, -48
	.cfi_offset %r12, -40
	.cfi_offset %r13, -32
	.cfi_offset %r14, -24
	.cfi_offset %r15, -16
	leaq	40(%rsp), %rax
	movq	%rdi, (%rax)
	leaq	32(%rsp), %rdi
	movq	%rsi, (%rdi)
	leaq	24(%rsp), %rsi
	movq	%rdx, (%rsi)
	leaq	4(%rsp), %rdx
	movl	%ecx, (%rdx)
	leaq	80(%rsp), %rbx
	movq	%rax, (%rbx)
	movq	%rdi, 8(%rbx)
	movq	%rsi, 16(%rbx)
	movq	%rdx, 24(%rbx)
	leaq	64(%rsp), %r14
	leaq	48(%rsp), %r15
	leaq	16(%rsp), %r12
	leaq	8(%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	$_Z13compute_errorPfS_S_i, %edi
	movq	%rbx, %r9
	pushq	(%r13)
	.cfi_adjust_cfa_offset 8
	pushq	(%r12)
	.cfi_adjust_cfa_offset 8
	callq	hipLaunchKernel
	addq	$128, %rsp
	.cfi_adjust_cfa_offset -128
	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_end2:
	.size	_Z28__device_stub__compute_errorPfS_S_i, .Lfunc_end2-_Z28__device_stub__compute_errorPfS_S_i
	.cfi_endproc
                                        # -- End function
	.globl	_Z30__device_stub__backpropagationPfS_S_S_i # -- Begin function _Z30__device_stub__backpropagationPfS_S_S_i
	.type	_Z30__device_stub__backpropagationPfS_S_S_i,@function
_Z30__device_stub__backpropagationPfS_S_S_i: # @_Z30__device_stub__backpropagationPfS_S_S_i
	.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	$144, %rsp
	.cfi_def_cfa_offset 192
	.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	32(%rsp), %rdx
	movq	%rcx, (%rdx)
	leaq	12(%rsp), %rcx
	movl	%r8d, (%rcx)
	leaq	96(%rsp), %rbx
	movq	%rax, (%rbx)
	movq	%rdi, 8(%rbx)
	movq	%rsi, 16(%rbx)
	movq	%rdx, 24(%rbx)
	movq	%rcx, 32(%rbx)
	leaq	80(%rsp), %r14
	leaq	64(%rsp), %r15
	leaq	24(%rsp), %r12
	leaq	16(%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	$_Z15backpropagationPfS_S_S_i, %edi
	movq	%rbx, %r9
	pushq	(%r13)
	.cfi_adjust_cfa_offset 8
	pushq	(%r12)
	.cfi_adjust_cfa_offset 8
	callq	hipLaunchKernel
	addq	$160, %rsp
	.cfi_adjust_cfa_offset -160
	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_end3:
	.size	_Z30__device_stub__backpropagationPfS_S_S_i, .Lfunc_end3-_Z30__device_stub__backpropagationPfS_S_S_i
	.cfi_endproc
                                        # -- End function
	.globl	main                            # -- Begin function 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	%rbx
	.cfi_def_cfa_offset 40
	subq	$56, %rsp
	.cfi_def_cfa_offset 96
	.cfi_offset %rbx, -40
	.cfi_offset %r14, -32
	.cfi_offset %r15, -24
	.cfi_offset %rbp, -16
	leaq	8(%rsp), %rdi
	movl	$98304, %esi                    # imm = 0x18000
	callq	hipMalloc
	testl	%eax, %eax
	je	.LBB4_3
# %bb.1:
	movl	%eax, %ebx
	movl	$_ZSt4cerr, %edi
	movl	$.L.str, %esi
	movl	$39, %edx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movl	%ebx, %edi
	callq	hipGetErrorString
	testq	%rax, %rax
	je	.LBB4_6
# %bb.2:
	movq	%rax, %rbx
	movq	%rax, %rdi
	callq	strlen
	movl	$_ZSt4cerr, %edi
	movq	%rbx, %rsi
	movq	%rax, %rdx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	jmp	.LBB4_7
.LBB4_3:
	leaq	16(%rsp), %rdi
	movl	$65536, %esi                    # imm = 0x10000
	callq	hipMalloc
	testl	%eax, %eax
	je	.LBB4_8
# %bb.4:
	movl	%eax, %ebx
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.1, %esi
	movl	$38, %edx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movl	%ebx, %edi
	callq	hipGetErrorString
	testq	%rax, %rax
	je	.LBB4_11
# %bb.5:
	movq	%rax, %rbx
	movq	%rax, %rdi
	callq	strlen
	movl	$_ZSt4cerr, %edi
	movq	%rbx, %rsi
	movq	%rax, %rdx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	jmp	.LBB4_12
.LBB4_6:
	movq	_ZSt4cerr(%rip), %rax
	movq	-24(%rax), %rax
	leaq	_ZSt4cerr(%rax), %rdi
	movl	32(%rdi), %esi
	orl	$1, %esi
	callq	_ZNSt9basic_iosIcSt11char_traitsIcEE5clearESt12_Ios_Iostate
.LBB4_7:                                # %_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc.exit
	movq	_ZSt4cerr(%rip), %rax
	movl	$_ZSt4cerr, %ecx
	movq	-24(%rax), %rdi
	addq	%rcx, %rdi
	movl	$10, %esi
	callq	_ZNKSt9basic_iosIcSt11char_traitsIcEE5widenEc
	movsbl	%al, %esi
	movl	$_ZSt4cerr, %edi
	callq	_ZNSo3putEc
	movq	%rax, %rdi
	callq	_ZNSo5flushEv
	jmp	.LBB4_23
.LBB4_8:
	leaq	24(%rsp), %rdi
	movl	$65536, %esi                    # imm = 0x10000
	callq	hipMalloc
	testl	%eax, %eax
	je	.LBB4_13
# %bb.9:
	movl	%eax, %ebx
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.2, %esi
	movl	$39, %edx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movl	%ebx, %edi
	callq	hipGetErrorString
	testq	%rax, %rax
	je	.LBB4_16
# %bb.10:
	movq	%rax, %rbx
	movq	%rax, %rdi
	callq	strlen
	movl	$_ZSt4cerr, %edi
	movq	%rbx, %rsi
	movq	%rax, %rdx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	jmp	.LBB4_17
.LBB4_11:
	movq	_ZSt4cerr(%rip), %rax
	movq	-24(%rax), %rax
	leaq	_ZSt4cerr(%rax), %rdi
	movl	32(%rdi), %esi
	orl	$1, %esi
	callq	_ZNSt9basic_iosIcSt11char_traitsIcEE5clearESt12_Ios_Iostate
.LBB4_12:                               # %_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc.exit87
	movq	_ZSt4cerr(%rip), %rax
	movl	$_ZSt4cerr, %ecx
	movq	-24(%rax), %rdi
	addq	%rcx, %rdi
	movl	$10, %esi
	callq	_ZNKSt9basic_iosIcSt11char_traitsIcEE5widenEc
	movsbl	%al, %esi
	movl	$_ZSt4cerr, %edi
	callq	_ZNSo3putEc
	movq	%rax, %rdi
	callq	_ZNSo5flushEv
	movq	8(%rsp), %rdi
	jmp	.LBB4_22
.LBB4_13:
	leaq	40(%rsp), %rdi
	movl	$65536, %esi                    # imm = 0x10000
	callq	hipMalloc
	testl	%eax, %eax
	je	.LBB4_18
# %bb.14:
	movl	%eax, %ebx
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.3, %esi
	movl	$39, %edx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movl	%ebx, %edi
	callq	hipGetErrorString
	testq	%rax, %rax
	je	.LBB4_20
# %bb.15:
	movq	%rax, %rbx
	movq	%rax, %rdi
	callq	strlen
	movl	$_ZSt4cerr, %edi
	movq	%rbx, %rsi
	movq	%rax, %rdx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	jmp	.LBB4_21
.LBB4_16:
	movq	_ZSt4cerr(%rip), %rax
	movq	-24(%rax), %rax
	leaq	_ZSt4cerr(%rax), %rdi
	movl	32(%rdi), %esi
	orl	$1, %esi
	callq	_ZNSt9basic_iosIcSt11char_traitsIcEE5clearESt12_Ios_Iostate
.LBB4_17:                               # %_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc.exit89
	movq	_ZSt4cerr(%rip), %rax
	movl	$_ZSt4cerr, %ecx
	movq	-24(%rax), %rdi
	addq	%rcx, %rdi
	movl	$10, %esi
	callq	_ZNKSt9basic_iosIcSt11char_traitsIcEE5widenEc
	movsbl	%al, %esi
	movl	$_ZSt4cerr, %edi
	callq	_ZNSo3putEc
	movq	%rax, %rdi
	callq	_ZNSo5flushEv
	movq	8(%rsp), %rdi
	callq	hipFree
	movq	16(%rsp), %rdi
	jmp	.LBB4_22
.LBB4_18:
	leaq	32(%rsp), %rdi
	movl	$65536, %esi                    # imm = 0x10000
	callq	hipMalloc
	testl	%eax, %eax
	je	.LBB4_25
# %bb.19:
	movl	%eax, %ebx
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.4, %esi
	movl	$38, %edx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movl	%ebx, %edi
	callq	hipGetErrorString
	movl	$_ZSt4cerr, %edi
	movq	%rax, %rsi
	callq	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc
	movq	%rax, %rdi
	callq	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_
	movq	8(%rsp), %rdi
	callq	hipFree
	movq	16(%rsp), %rdi
	callq	hipFree
	movq	24(%rsp), %rdi
	callq	hipFree
	movq	40(%rsp), %rdi
	jmp	.LBB4_22
.LBB4_20:
	movq	_ZSt4cerr(%rip), %rax
	movq	-24(%rax), %rax
	leaq	_ZSt4cerr(%rax), %rdi
	movl	32(%rdi), %esi
	orl	$1, %esi
	callq	_ZNSt9basic_iosIcSt11char_traitsIcEE5clearESt12_Ios_Iostate
.LBB4_21:                               # %_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc.exit91
	movq	_ZSt4cerr(%rip), %rax
	movl	$_ZSt4cerr, %ecx
	movq	-24(%rax), %rdi
	addq	%rcx, %rdi
	movl	$10, %esi
	callq	_ZNKSt9basic_iosIcSt11char_traitsIcEE5widenEc
	movsbl	%al, %esi
	movl	$_ZSt4cerr, %edi
	callq	_ZNSo3putEc
	movq	%rax, %rdi
	callq	_ZNSo5flushEv
	movq	8(%rsp), %rdi
	callq	hipFree
	movq	16(%rsp), %rdi
	callq	hipFree
	movq	24(%rsp), %rdi
.LBB4_22:                               # %.thread
	callq	hipFree
.LBB4_23:                               # %.thread
	movl	$-1, %eax
.LBB4_24:                               # %.thread
	addq	$56, %rsp
	.cfi_def_cfa_offset 40
	popq	%rbx
	.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
.LBB4_25:
	.cfi_def_cfa_offset 96
	leaq	48(%rsp), %rdi
	movl	$65536, %esi                    # imm = 0x10000
	callq	hipMalloc
	testl	%eax, %eax
	je	.LBB4_27
# %bb.26:
	movl	%eax, %ebx
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.5, %esi
	movl	$38, %edx
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movl	%ebx, %edi
	callq	hipGetErrorString
	movl	$_ZSt4cerr, %edi
	movq	%rax, %rsi
	callq	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc
	movq	%rax, %rdi
	callq	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_
	movq	8(%rsp), %rdi
	callq	hipFree
	movq	16(%rsp), %rdi
	callq	hipFree
	movq	24(%rsp), %rdi
	callq	hipFree
	movq	40(%rsp), %rdi
	callq	hipFree
	movq	32(%rsp), %rdi
	jmp	.LBB4_22
.LBB4_27:
	movabsq	$4294967360, %rbx               # imm = 0x100000040
	leaq	192(%rbx), %r14
	movq	%r14, %rdi
	movl	$1, %esi
	movq	%rbx, %rdx
	movl	$1, %ecx
	xorl	%r8d, %r8d
	xorl	%r9d, %r9d
	callq	__hipPushCallConfiguration
	testl	%eax, %eax
	jne	.LBB4_29
# %bb.28:
	movq	8(%rsp), %rdi
	movl	$24576, %esi                    # imm = 0x6000
	callq	_Z33__device_stub__initialize_weightsPfi
.LBB4_29:
	callq	hipGetLastError
	testl	%eax, %eax
	je	.LBB4_32
# %bb.30:
	movl	%eax, %ebp
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.6, %esi
	movl	$30, %edx
.LBB4_31:                               # %.thread
	callq	_ZSt16__ostream_insertIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_PKS3_l
	movl	%ebp, %edi
	callq	hipGetErrorString
	movl	$_ZSt4cerr, %edi
	movq	%rax, %rsi
	callq	_ZStlsISt11char_traitsIcEERSt13basic_ostreamIcT_ES5_PKc
	movq	%rax, %rdi
	callq	_ZSt4endlIcSt11char_traitsIcEERSt13basic_ostreamIT_T0_ES6_
	movq	8(%rsp), %rdi
	callq	hipFree
	movq	16(%rsp), %rdi
	callq	hipFree
	movq	24(%rsp), %rdi
	callq	hipFree
	movq	40(%rsp), %rdi
	callq	hipFree
	movq	32(%rsp), %rdi
	callq	hipFree
	movq	48(%rsp), %rdi
	jmp	.LBB4_22
.LBB4_32:                               # %.preheader.preheader
	movl	$100, %r15d
.LBB4_33:                               # %.preheader
                                        # =>This Inner Loop Header: Depth=1
	movl	$256, %r8d                      # imm = 0x100
	movq	%r14, %rdi
	movl	$1, %esi
	movq	%rbx, %rdx
	movl	$1, %ecx
	xorl	%r9d, %r9d
	callq	__hipPushCallConfiguration
	testl	%eax, %eax
	jne	.LBB4_35
# %bb.34:                               #   in Loop: Header=BB4_33 Depth=1
	movq	16(%rsp), %rdi
	movq	8(%rsp), %rsi
	movq	24(%rsp), %rdx
	movl	$6, %ecx
	callq	_Z27__device_stub__forward_passPfS_S_i
.LBB4_35:                               #   in Loop: Header=BB4_33 Depth=1
	callq	hipGetLastError
	testl	%eax, %eax
	jne	.LBB4_44
# %bb.36:                               #   in Loop: Header=BB4_33 Depth=1
	movq	%r14, %rdi
	movl	$1, %esi
	movq	%rbx, %rdx
	movl	$1, %ecx
	xorl	%r8d, %r8d
	xorl	%r9d, %r9d
	callq	__hipPushCallConfiguration
	testl	%eax, %eax
	jne	.LBB4_38
# %bb.37:                               #   in Loop: Header=BB4_33 Depth=1
	movq	24(%rsp), %rdi
	movq	40(%rsp), %rsi
	movq	32(%rsp), %rdx
	movl	$64, %ecx
	callq	_Z28__device_stub__compute_errorPfS_S_i
.LBB4_38:                               #   in Loop: Header=BB4_33 Depth=1
	callq	hipGetLastError
	testl	%eax, %eax
	jne	.LBB4_45
# %bb.39:                               #   in Loop: Header=BB4_33 Depth=1
	movl	$256, %r8d                      # imm = 0x100
	movq	%r14, %rdi
	movl	$1, %esi
	movq	%rbx, %rdx
	movl	$1, %ecx
	xorl	%r9d, %r9d
	callq	__hipPushCallConfiguration
	testl	%eax, %eax
	jne	.LBB4_41
# %bb.40:                               #   in Loop: Header=BB4_33 Depth=1
	movq	16(%rsp), %rdi
	movq	8(%rsp), %rsi
	movq	32(%rsp), %rdx
	movq	48(%rsp), %rcx
	movl	$6, %r8d
	callq	_Z30__device_stub__backpropagationPfS_S_S_i
.LBB4_41:                               #   in Loop: Header=BB4_33 Depth=1
	callq	hipGetLastError
	testl	%eax, %eax
	jne	.LBB4_46
# %bb.42:                               #   in Loop: Header=BB4_33 Depth=1
	decl	%r15d
	jne	.LBB4_33
# %bb.43:
	movq	8(%rsp), %rdi
	callq	hipFree
	movq	16(%rsp), %rdi
	callq	hipFree
	movq	24(%rsp), %rdi
	callq	hipFree
	movq	40(%rsp), %rdi
	callq	hipFree
	movq	32(%rsp), %rdi
	callq	hipFree
	movq	48(%rsp), %rdi
	callq	hipFree
	xorl	%eax, %eax
	jmp	.LBB4_24
.LBB4_44:
	movl	%eax, %ebp
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.7, %esi
	movl	$24, %edx
	jmp	.LBB4_31
.LBB4_45:
	movl	%eax, %ebp
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.8, %esi
	movl	$25, %edx
	jmp	.LBB4_31
.LBB4_46:
	movl	%eax, %ebp
	movl	$_ZSt4cerr, %edi
	movl	$.L.str.9, %esi
	movl	$27, %edx
	jmp	.LBB4_31
.Lfunc_end4:
	.size	main, .Lfunc_end4-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:
	pushq	%rbx
	.cfi_def_cfa_offset 16
	subq	$32, %rsp
	.cfi_def_cfa_offset 48
	.cfi_offset %rbx, -16
	movq	__hip_gpubin_handle(%rip), %rbx
	testq	%rbx, %rbx
	jne	.LBB5_2
# %bb.1:
	movl	$__hip_fatbin_wrapper, %edi
	callq	__hipRegisterFatBinary
	movq	%rax, %rbx
	movq	%rax, __hip_gpubin_handle(%rip)
.LBB5_2:
	xorps	%xmm0, %xmm0
	movups	%xmm0, 16(%rsp)
	movups	%xmm0, (%rsp)
	movl	$_Z18initialize_weightsPfi, %esi
	movl	$.L__unnamed_1, %edx
	movl	$.L__unnamed_1, %ecx
	movq	%rbx, %rdi
	movl	$-1, %r8d
	xorl	%r9d, %r9d
	callq	__hipRegisterFunction
	xorps	%xmm0, %xmm0
	movups	%xmm0, 16(%rsp)
	movups	%xmm0, (%rsp)
	movl	$_Z12forward_passPfS_S_i, %esi
	movl	$.L__unnamed_2, %edx
	movl	$.L__unnamed_2, %ecx
	movq	%rbx, %rdi
	movl	$-1, %r8d
	xorl	%r9d, %r9d
	callq	__hipRegisterFunction
	xorps	%xmm0, %xmm0
	movups	%xmm0, 16(%rsp)
	movups	%xmm0, (%rsp)
	movl	$_Z13compute_errorPfS_S_i, %esi
	movl	$.L__unnamed_3, %edx
	movl	$.L__unnamed_3, %ecx
	movq	%rbx, %rdi
	movl	$-1, %r8d
	xorl	%r9d, %r9d
	callq	__hipRegisterFunction
	xorps	%xmm0, %xmm0
	movups	%xmm0, 16(%rsp)
	movups	%xmm0, (%rsp)
	movl	$_Z15backpropagationPfS_S_S_i, %esi
	movl	$.L__unnamed_4, %edx
	movl	$.L__unnamed_4, %ecx
	movq	%rbx, %rdi
	movl	$-1, %r8d
	xorl	%r9d, %r9d
	callq	__hipRegisterFunction
	movl	$__hip_module_dtor, %edi
	addq	$32, %rsp
	.cfi_def_cfa_offset 16
	popq	%rbx
	.cfi_def_cfa_offset 8
	jmp	atexit                          # TAILCALL
.Lfunc_end5:
	.size	__hip_module_ctor, .Lfunc_end5-__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	.LBB6_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
.LBB6_2:
	retq
.Lfunc_end6:
	.size	__hip_module_dtor, .Lfunc_end6-__hip_module_dtor
	.cfi_endproc
                                        # -- End function
	.type	_Z18initialize_weightsPfi,@object # @_Z18initialize_weightsPfi
	.section	.rodata,"a",@progbits
	.globl	_Z18initialize_weightsPfi
	.p2align	3, 0x0
_Z18initialize_weightsPfi:
	.quad	_Z33__device_stub__initialize_weightsPfi
	.size	_Z18initialize_weightsPfi, 8

	.type	_Z12forward_passPfS_S_i,@object # @_Z12forward_passPfS_S_i
	.globl	_Z12forward_passPfS_S_i
	.p2align	3, 0x0
_Z12forward_passPfS_S_i:
	.quad	_Z27__device_stub__forward_passPfS_S_i
	.size	_Z12forward_passPfS_S_i, 8

	.type	_Z13compute_errorPfS_S_i,@object # @_Z13compute_errorPfS_S_i
	.globl	_Z13compute_errorPfS_S_i
	.p2align	3, 0x0
_Z13compute_errorPfS_S_i:
	.quad	_Z28__device_stub__compute_errorPfS_S_i
	.size	_Z13compute_errorPfS_S_i, 8

	.type	_Z15backpropagationPfS_S_S_i,@object # @_Z15backpropagationPfS_S_S_i
	.globl	_Z15backpropagationPfS_S_S_i
	.p2align	3, 0x0
_Z15backpropagationPfS_S_S_i:
	.quad	_Z30__device_stub__backpropagationPfS_S_S_i
	.size	_Z15backpropagationPfS_S_S_i, 8

	.type	.L.str,@object                  # @.str
	.section	.rodata.str1.1,"aMS",@progbits,1
.L.str:
	.asciz	"Failed to allocate memory for weights: "
	.size	.L.str, 40

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

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

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

	.type	.L.str.4,@object                # @.str.4
.L.str.4:
	.asciz	"Failed to allocate memory for errors: "
	.size	.L.str.4, 39

	.type	.L.str.5,@object                # @.str.5
.L.str.5:
	.asciz	"Failed to allocate memory for deltas: "
	.size	.L.str.5, 39

	.type	.L.str.6,@object                # @.str.6
.L.str.6:
	.asciz	"Failed to initialize weights: "
	.size	.L.str.6, 31

	.type	.L.str.7,@object                # @.str.7
.L.str.7:
	.asciz	"Failed in forward pass: "
	.size	.L.str.7, 25

	.type	.L.str.8,@object                # @.str.8
.L.str.8:
	.asciz	"Failed to compute error: "
	.size	.L.str.8, 26

	.type	.L.str.9,@object                # @.str.9
.L.str.9:
	.asciz	"Failed in backpropagation: "
	.size	.L.str.9, 28

	.type	.L__unnamed_1,@object           # @0
.L__unnamed_1:
	.asciz	"_Z18initialize_weightsPfi"
	.size	.L__unnamed_1, 26

	.type	.L__unnamed_2,@object           # @1
.L__unnamed_2:
	.asciz	"_Z12forward_passPfS_S_i"
	.size	.L__unnamed_2, 24

	.type	.L__unnamed_3,@object           # @2
.L__unnamed_3:
	.asciz	"_Z13compute_errorPfS_S_i"
	.size	.L__unnamed_3, 25

	.type	.L__unnamed_4,@object           # @3
.L__unnamed_4:
	.asciz	"_Z15backpropagationPfS_S_S_i"
	.size	.L__unnamed_4, 29

	.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__initialize_weightsPfi
	.addrsig_sym _Z27__device_stub__forward_passPfS_S_i
	.addrsig_sym _Z28__device_stub__compute_errorPfS_S_i
	.addrsig_sym _Z30__device_stub__backpropagationPfS_S_S_i
	.addrsig_sym __hip_module_ctor
	.addrsig_sym __hip_module_dtor
	.addrsig_sym _Z18initialize_weightsPfi
	.addrsig_sym _Z12forward_passPfS_S_i
	.addrsig_sym _Z13compute_errorPfS_S_i
	.addrsig_sym _Z15backpropagationPfS_S_S_i
	.addrsig_sym _ZSt4cerr
	.addrsig_sym __hip_fatbin
	.addrsig_sym __hip_fatbin_wrapper
	.addrsig_sym __hip_cuid_

	.text
	.amdgcn_target "amdgcn-amd-amdhsa--gfx1100"
	.protected	_Z18initialize_weightsPfi ; -- Begin function _Z18initialize_weightsPfi
	.globl	_Z18initialize_weightsPfi
	.p2align	8
	.type	_Z18initialize_weightsPfi,@function
_Z18initialize_weightsPfi:              ; @_Z18initialize_weightsPfi
; %bb.0:
	s_clause 0x1
	s_load_b32 s2, s[0:1], 0x1c
	s_load_b32 s3, s[0:1], 0x8
	s_waitcnt lgkmcnt(0)
	s_and_b32 s2, s2, 0xffff
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(SKIP_1) | instid1(VALU_DEP_1)
	v_mad_u64_u32 v[1:2], null, s15, s2, v[0:1]
	s_mov_b32 s2, exec_lo
	v_cmpx_gt_i32_e64 s3, v1
	s_cbranch_execz .LBB0_2
; %bb.1:
	s_getreg_b32 s2, hwreg(HW_REG_SHADER_CYCLES, 0, 20)
	v_ashrrev_i32_e32 v2, 31, v1
	v_add_co_u32 v0, vcc_lo, s2, v1
	s_load_b64 s[0:1], s[0:1], 0x0
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_2)
	v_add_co_ci_u32_e32 v3, vcc_lo, 0, v2, vcc_lo
	v_xor_b32_e32 v0, 0x2c7f967f, v0
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_2)
	v_xor_b32_e32 v8, 0xa03697cb, v3
	v_mul_lo_u32 v0, 0x493c4aa1, v0
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_1) | instid1(VALU_DEP_2)
	v_add_nc_u32_e32 v4, 0x75bcd15, v0
	v_add_nc_u32_e32 v6, 0x583f19, v0
	v_lshrrev_b32_e32 v5, 2, v4
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_3)
	v_xor_b32_e32 v5, v5, v4
	v_lshlrev_b32_e32 v4, 4, v6
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_lshlrev_b32_e32 v7, 1, v5
	v_xor_b32_e32 v7, v4, v7
	v_mad_u64_u32 v[3:4], null, 0x7b99840d, v8, v[0:1]
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_xor3_b32 v0, v7, v6, v5
	v_add3_u32 v0, v3, v0, 0x6a788e
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_cvt_f32_u32_e32 v0, v0
	v_fmaak_f32 v3, 0x2f800000, v0, 0x2f800000
	v_lshlrev_b64 v[0:1], 2, v[1:2]
	s_delay_alu instid0(VALU_DEP_2) | instskip(SKIP_1) | instid1(VALU_DEP_2)
	v_fma_f32 v2, v3, 2.0, -1.0
	s_waitcnt lgkmcnt(0)
	v_add_co_u32 v0, vcc_lo, s0, v0
	s_delay_alu instid0(VALU_DEP_3)
	v_add_co_ci_u32_e32 v1, vcc_lo, s1, v1, vcc_lo
	global_store_b32 v[0:1], v2, off
.LBB0_2:
	s_nop 0
	s_sendmsg sendmsg(MSG_DEALLOC_VGPRS)
	s_endpgm
	.section	.rodata,"a",@progbits
	.p2align	6, 0x0
	.amdhsa_kernel _Z18initialize_weightsPfi
		.amdhsa_group_segment_fixed_size 0
		.amdhsa_private_segment_fixed_size 0
		.amdhsa_kernarg_size 272
		.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 9
		.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
	.text
.Lfunc_end0:
	.size	_Z18initialize_weightsPfi, .Lfunc_end0-_Z18initialize_weightsPfi
                                        ; -- End function
	.section	.AMDGPU.csdata,"",@progbits
; Kernel info:
; codeLenInByte = 284
; NumSgprs: 18
; NumVgprs: 9
; ScratchSize: 0
; MemoryBound: 0
; FloatMode: 240
; IeeeMode: 1
; LDSByteSize: 0 bytes/workgroup (compile time only)
; SGPRBlocks: 2
; VGPRBlocks: 1
; NumSGPRsForWavesPerEU: 18
; NumVGPRsForWavesPerEU: 9
; 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
	.protected	_Z12forward_passPfS_S_i ; -- Begin function _Z12forward_passPfS_S_i
	.globl	_Z12forward_passPfS_S_i
	.p2align	8
	.type	_Z12forward_passPfS_S_i,@function
_Z12forward_passPfS_S_i:                ; @_Z12forward_passPfS_S_i
; %bb.0:
	s_load_b32 s6, s[0:1], 0x18
	s_waitcnt lgkmcnt(0)
	s_cmp_lt_i32 s6, 1
	s_cbranch_scc1 .LBB1_8
; %bb.1:                                ; %.preheader32.lr.ph
	s_clause 0x1
	s_load_b128 s[8:11], s[0:1], 0x0
	s_load_b64 s[2:3], s[0:1], 0x10
	v_lshlrev_b32_e32 v2, 8, v0
	s_lshl_b32 s4, s15, 6
	v_lshl_add_u32 v1, v0, 2, 0
	s_ashr_i32 s5, s4, 31
	v_cmp_eq_u32_e64 s0, 0, v0
	s_lshl_b64 s[4:5], s[4:5], 2
	v_mov_b32_e32 v0, 0
	s_mov_b32 s1, 0
	s_waitcnt lgkmcnt(0)
	v_add_co_u32 v2, s7, s10, v2
	s_delay_alu instid0(VALU_DEP_1)
	v_add_co_ci_u32_e64 v3, null, s11, 0, s7
	s_add_u32 s7, s8, s4
	s_addc_u32 s8, s9, s5
	s_add_u32 s2, s2, s4
	s_addc_u32 s3, s3, s5
.LBB1_2:                                ; %.preheader32
                                        ; =>This Loop Header: Depth=1
                                        ;     Child Loop BB1_3 Depth 2
                                        ;     Child Loop BB1_6 Depth 2
	v_mov_b32_e32 v4, 0
	s_mov_b64 s[4:5], 0
.LBB1_3:                                ;   Parent Loop BB1_2 Depth=1
                                        ; =>  This Inner Loop Header: Depth=2
	s_delay_alu instid0(SALU_CYCLE_1)
	v_add_co_u32 v5, vcc_lo, v2, s4
	v_add_co_ci_u32_e32 v6, vcc_lo, s5, v3, vcc_lo
	s_add_u32 s10, s7, s4
	s_addc_u32 s11, s8, s5
	global_load_b32 v7, v0, s[10:11]
	global_load_b32 v5, v[5:6], off
	s_add_u32 s4, s4, 4
	s_addc_u32 s5, s5, 0
	s_cmpk_eq_i32 s4, 0x100
	s_waitcnt vmcnt(0)
	v_fmac_f32_e32 v4, v7, v5
	s_cbranch_scc0 .LBB1_3
; %bb.4:                                ;   in Loop: Header=BB1_2 Depth=1
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_1) | instid1(VALU_DEP_2)
	v_mul_f32_e32 v5, 0xbfb8aa3b, v4
	v_cmp_nlt_f32_e32 vcc_lo, 0x42ce8ed0, v4
	v_rndne_f32_e32 v6, v5
	v_fma_f32 v7, 0xbfb8aa3b, v4, -v5
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_2)
	v_sub_f32_e32 v5, v5, v6
	v_fmac_f32_e32 v7, 0xb2a5705f, v4
	v_cvt_i32_f32_e32 v6, v6
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_add_f32_e32 v5, v5, v7
	v_exp_f32_e32 v5, v5
	s_waitcnt_depctr 0xfff
	v_ldexp_f32 v5, v5, v6
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_1) | instid1(VALU_DEP_2)
	v_cndmask_b32_e32 v5, 0, v5, vcc_lo
	v_cmp_ngt_f32_e32 vcc_lo, 0xc2b17218, v4
	v_cndmask_b32_e32 v4, 0x7f800000, v5, vcc_lo
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_add_f32_e32 v4, 1.0, v4
	v_div_scale_f32 v5, null, v4, v4, 1.0
	v_div_scale_f32 v8, vcc_lo, 1.0, v4, 1.0
	s_delay_alu instid0(VALU_DEP_2) | instskip(SKIP_2) | instid1(VALU_DEP_1)
	v_rcp_f32_e32 v6, v5
	s_waitcnt_depctr 0xfff
	v_fma_f32 v7, -v5, v6, 1.0
	v_fmac_f32_e32 v6, v7, v6
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_mul_f32_e32 v7, v8, v6
	v_fma_f32 v9, -v5, v7, v8
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_fmac_f32_e32 v7, v9, v6
	v_fma_f32 v5, -v5, v7, v8
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_div_fmas_f32 v5, v5, v6, v7
	v_div_fixup_f32 v4, v5, v4, 1.0
	ds_store_b32 v1, v4
	s_waitcnt lgkmcnt(0)
	s_barrier
	buffer_gl0_inv
	s_and_saveexec_b32 s9, s0
	s_cbranch_execz .LBB1_7
; %bb.5:                                ; %.preheader.preheader
                                        ;   in Loop: Header=BB1_2 Depth=1
	s_mov_b32 s10, 0
	s_mov_b64 s[4:5], s[2:3]
.LBB1_6:                                ; %.preheader
                                        ;   Parent Loop BB1_2 Depth=1
                                        ; =>  This Inner Loop Header: Depth=2
	s_add_i32 s11, s10, 0
	s_add_i32 s10, s10, 4
	v_mov_b32_e32 v4, s11
	ds_load_b32 v4, v4
	s_waitcnt lgkmcnt(0)
	global_store_b32 v0, v4, s[4:5]
	s_add_u32 s4, s4, 4
	s_addc_u32 s5, s5, 0
	s_cmpk_lg_i32 s10, 0x100
	s_cbranch_scc1 .LBB1_6
.LBB1_7:                                ; %Flow66
                                        ;   in Loop: Header=BB1_2 Depth=1
	s_or_b32 exec_lo, exec_lo, s9
	s_add_i32 s1, s1, 1
	v_add_co_u32 v2, vcc_lo, 0x4000, v2
	s_add_u32 s7, s7, 0x100
	v_add_co_ci_u32_e32 v3, vcc_lo, 0, v3, vcc_lo
	s_addc_u32 s8, s8, 0
	s_add_u32 s2, s2, 0x100
	s_addc_u32 s3, s3, 0
	s_cmp_eq_u32 s1, s6
	s_waitcnt_vscnt null, 0x0
	s_barrier
	buffer_gl0_inv
	s_cbranch_scc0 .LBB1_2
.LBB1_8:                                ; %._crit_edge
	s_endpgm
	.section	.rodata,"a",@progbits
	.p2align	6, 0x0
	.amdhsa_kernel _Z12forward_passPfS_S_i
		.amdhsa_group_segment_fixed_size 0
		.amdhsa_private_segment_fixed_size 0
		.amdhsa_kernarg_size 28
		.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
	.text
.Lfunc_end1:
	.size	_Z12forward_passPfS_S_i, .Lfunc_end1-_Z12forward_passPfS_S_i
                                        ; -- End function
	.section	.AMDGPU.csdata,"",@progbits
; Kernel info:
; codeLenInByte = 560
; 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
	.protected	_Z13compute_errorPfS_S_i ; -- Begin function _Z13compute_errorPfS_S_i
	.globl	_Z13compute_errorPfS_S_i
	.p2align	8
	.type	_Z13compute_errorPfS_S_i,@function
_Z13compute_errorPfS_S_i:               ; @_Z13compute_errorPfS_S_i
; %bb.0:
	s_clause 0x2
	s_load_b32 s2, s[0:1], 0x18
	s_load_b128 s[4:7], s[0:1], 0x0
	s_load_b64 s[0:1], s[0:1], 0x10
	s_waitcnt lgkmcnt(0)
	v_mad_u64_u32 v[1:2], null, s15, s2, v[0:1]
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_ashrrev_i32_e32 v2, 31, v1
	v_lshlrev_b64 v[0:1], 2, v[1:2]
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_2)
	v_add_co_u32 v2, vcc_lo, s4, v0
	v_add_co_ci_u32_e32 v3, vcc_lo, s5, v1, vcc_lo
	v_add_co_u32 v4, vcc_lo, s6, v0
	v_add_co_ci_u32_e32 v5, vcc_lo, s7, v1, vcc_lo
	v_add_co_u32 v0, vcc_lo, s0, v0
	global_load_b32 v2, v[2:3], off
	global_load_b32 v3, v[4:5], off
	v_add_co_ci_u32_e32 v1, vcc_lo, s1, v1, vcc_lo
	s_waitcnt vmcnt(0)
	v_sub_f32_e32 v2, v2, v3
	global_store_b32 v[0:1], v2, off
	s_nop 0
	s_sendmsg sendmsg(MSG_DEALLOC_VGPRS)
	s_endpgm
	.section	.rodata,"a",@progbits
	.p2align	6, 0x0
	.amdhsa_kernel _Z13compute_errorPfS_S_i
		.amdhsa_group_segment_fixed_size 0
		.amdhsa_private_segment_fixed_size 0
		.amdhsa_kernarg_size 28
		.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 6
		.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
	.text
.Lfunc_end2:
	.size	_Z13compute_errorPfS_S_i, .Lfunc_end2-_Z13compute_errorPfS_S_i
                                        ; -- End function
	.section	.AMDGPU.csdata,"",@progbits
; Kernel info:
; codeLenInByte = 140
; NumSgprs: 18
; NumVgprs: 6
; ScratchSize: 0
; MemoryBound: 0
; FloatMode: 240
; IeeeMode: 1
; LDSByteSize: 0 bytes/workgroup (compile time only)
; SGPRBlocks: 2
; VGPRBlocks: 0
; NumSGPRsForWavesPerEU: 18
; NumVGPRsForWavesPerEU: 6
; 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
	.protected	_Z15backpropagationPfS_S_S_i ; -- Begin function _Z15backpropagationPfS_S_S_i
	.globl	_Z15backpropagationPfS_S_S_i
	.p2align	8
	.type	_Z15backpropagationPfS_S_S_i,@function
_Z15backpropagationPfS_S_S_i:           ; @_Z15backpropagationPfS_S_S_i
; %bb.0:
	s_load_b32 s10, s[0:1], 0x20
	s_waitcnt lgkmcnt(0)
	s_cmp_lt_i32 s10, 1
	s_cbranch_scc1 .LBB3_11
; %bb.1:                                ; %.lr.ph
	s_clause 0x1
	s_load_b64 s[4:5], s[0:1], 0x10
	s_load_b128 s[0:3], s[0:1], 0x0
	s_lshl_b32 s6, s15, 6
	s_delay_alu instid0(SALU_CYCLE_1)
	v_dual_mov_b32 v4, 0 :: v_dual_add_nc_u32 v1, s6, v0
	s_ashr_i32 s7, s6, 31
	v_lshl_add_u32 v9, v0, 2, 0
	v_lshlrev_b32_e32 v10, 6, v0
	v_lshl_or_b32 v11, s10, 12, v0
	v_ashrrev_i32_e32 v2, 31, v1
	s_lshl_b64 s[6:7], s[6:7], 2
	s_delay_alu instid0(VALU_DEP_1)
	v_lshlrev_b64 v[1:2], 2, v[1:2]
	s_waitcnt lgkmcnt(0)
	s_add_u32 s6, s4, s6
	s_addc_u32 s7, s5, s7
.LBB3_2:                                ; =>This Loop Header: Depth=1
                                        ;     Child Loop BB3_3 Depth 2
                                        ;       Child Loop BB3_4 Depth 3
                                        ;     Child Loop BB3_8 Depth 2
	s_mov_b32 s11, s10
	s_add_i32 s10, s10, -1
	v_lshl_add_u32 v3, s11, 6, v0
	s_lshl_b32 s8, s10, 6
	s_mov_b32 s9, 0
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_lshlrev_b64 v[5:6], 2, v[3:4]
	v_add_co_u32 v5, vcc_lo, s0, v5
	s_delay_alu instid0(VALU_DEP_2)
	v_add_co_ci_u32_e32 v6, vcc_lo, s1, v6, vcc_lo
	global_load_b32 v3, v[5:6], off
	v_add_co_u32 v5, vcc_lo, s4, v1
	v_add_co_ci_u32_e32 v6, vcc_lo, s5, v2, vcc_lo
	global_load_b32 v5, v[5:6], off
	s_waitcnt vmcnt(1)
	v_mul_f32_e32 v6, 0xbfb8aa3b, v3
	v_cmp_nlt_f32_e32 vcc_lo, 0x42ce8ed0, v3
	s_delay_alu instid0(VALU_DEP_2) | instskip(SKIP_1) | instid1(VALU_DEP_1)
	v_fma_f32 v7, 0xbfb8aa3b, v3, -v6
	v_rndne_f32_e32 v8, v6
	v_dual_fmac_f32 v7, 0xb2a5705f, v3 :: v_dual_sub_f32 v6, v6, v8
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_1) | instid1(VALU_DEP_2)
	v_add_f32_e32 v6, v6, v7
	v_cvt_i32_f32_e32 v7, v8
	v_exp_f32_e32 v6, v6
	s_waitcnt_depctr 0xfff
	v_ldexp_f32 v6, v6, v7
	s_delay_alu instid0(VALU_DEP_1) | instskip(SKIP_1) | instid1(VALU_DEP_2)
	v_cndmask_b32_e32 v6, 0, v6, vcc_lo
	v_cmp_ngt_f32_e32 vcc_lo, 0xc2b17218, v3
	v_cndmask_b32_e32 v3, 0x7f800000, v6, vcc_lo
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_add_f32_e32 v3, 1.0, v3
	v_div_scale_f32 v6, null, v3, v3, 1.0
	v_div_scale_f32 v12, vcc_lo, 1.0, v3, 1.0
	s_delay_alu instid0(VALU_DEP_2) | instskip(SKIP_2) | instid1(VALU_DEP_1)
	v_rcp_f32_e32 v7, v6
	s_waitcnt_depctr 0xfff
	v_fma_f32 v8, -v6, v7, 1.0
	v_fmac_f32_e32 v7, v8, v7
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_mul_f32_e32 v8, v12, v7
	v_fma_f32 v13, -v6, v8, v12
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_fmac_f32_e32 v8, v13, v7
	v_fma_f32 v6, -v6, v8, v12
	v_lshl_add_u32 v12, s10, 12, v10
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_div_fmas_f32 v6, v6, v7, v8
	v_div_fixup_f32 v3, v6, v3, 1.0
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_sub_f32_e32 v6, 1.0, v3
	v_mul_f32_e32 v3, v3, v6
	s_waitcnt vmcnt(0)
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_mul_f32_e32 v3, v5, v3
	v_mul_f32_e32 v13, 0xbc23d70a, v3
	ds_store_b32 v9, v3
	s_waitcnt lgkmcnt(0)
	s_barrier
	buffer_gl0_inv
.LBB3_3:                                ;   Parent Loop BB3_2 Depth=1
                                        ; =>  This Loop Header: Depth=2
                                        ;       Child Loop BB3_4 Depth 3
	s_add_i32 s12, s9, s8
	s_delay_alu instid0(SALU_CYCLE_1) | instskip(NEXT) | instid1(SALU_CYCLE_1)
	s_ashr_i32 s13, s12, 31
	s_lshl_b64 s[12:13], s[12:13], 2
	s_delay_alu instid0(SALU_CYCLE_1)
	s_add_u32 s12, s0, s12
	s_addc_u32 s13, s1, s13
	global_load_b32 v7, v4, s[12:13]
	v_add_nc_u32_e32 v5, s9, v12
	s_mov_b32 s12, 0
	s_waitcnt vmcnt(0)
	v_mul_f32_e32 v14, v13, v7
	s_delay_alu instid0(VALU_DEP_2) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_ashrrev_i32_e32 v6, 31, v5
	v_lshlrev_b64 v[5:6], 2, v[5:6]
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_2)
	v_add_co_u32 v5, vcc_lo, s2, v5
	v_add_co_ci_u32_e32 v6, vcc_lo, s3, v6, vcc_lo
	global_load_b32 v8, v[5:6], off
.LBB3_4:                                ; %atomicrmw.start
                                        ;   Parent Loop BB3_2 Depth=1
                                        ;     Parent Loop BB3_3 Depth=2
                                        ; =>    This Inner Loop Header: Depth=3
	s_waitcnt vmcnt(0)
	v_add_f32_e32 v7, v8, v14
	global_atomic_cmpswap_b32 v7, v[5:6], v[7:8], off glc
	s_waitcnt vmcnt(0)
	v_cmp_eq_u32_e32 vcc_lo, v7, v8
	v_mov_b32_e32 v8, v7
	s_or_b32 s12, vcc_lo, s12
	s_delay_alu instid0(SALU_CYCLE_1)
	s_and_not1_b32 exec_lo, exec_lo, s12
	s_cbranch_execnz .LBB3_4
; %bb.5:                                ; %atomicrmw.end
                                        ;   in Loop: Header=BB3_3 Depth=2
	s_or_b32 exec_lo, exec_lo, s12
	s_add_i32 s9, s9, 1
	s_delay_alu instid0(SALU_CYCLE_1)
	s_cmp_eq_u32 s9, 64
	s_cbranch_scc0 .LBB3_3
; %bb.6:                                ;   in Loop: Header=BB3_2 Depth=1
	s_cmp_eq_u32 s11, 1
	s_barrier
	buffer_gl0_inv
	s_cbranch_scc1 .LBB3_10
; %bb.7:                                ; %.preheader
                                        ;   in Loop: Header=BB3_2 Depth=1
	s_movk_i32 s12, 0xf000
	s_mov_b64 s[8:9], s[6:7]
.LBB3_8:                                ;   Parent Loop BB3_2 Depth=1
                                        ; =>  This Inner Loop Header: Depth=2
	v_add_nc_u32_e32 v5, s12, v11
	s_add_i32 s12, s12, 64
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_1)
	v_ashrrev_i32_e32 v6, 31, v5
	v_lshlrev_b64 v[5:6], 2, v[5:6]
	s_delay_alu instid0(VALU_DEP_1) | instskip(NEXT) | instid1(VALU_DEP_2)
	v_add_co_u32 v5, vcc_lo, s2, v5
	v_add_co_ci_u32_e32 v6, vcc_lo, s3, v6, vcc_lo
	global_load_b32 v7, v4, s[8:9]
	global_load_b32 v5, v[5:6], off
	s_waitcnt vmcnt(0)
	v_fmac_f32_e32 v7, v3, v5
	global_store_b32 v4, v7, s[8:9]
	s_add_u32 s8, s8, 4
	s_addc_u32 s9, s9, 0
	s_cmp_eq_u32 s12, 0
	s_cbranch_scc0 .LBB3_8
; %bb.9:                                ;   in Loop: Header=BB3_2 Depth=1
	s_waitcnt_vscnt null, 0x0
	s_barrier
	buffer_gl0_inv
.LBB3_10:                               ;   in Loop: Header=BB3_2 Depth=1
	s_add_u32 s0, s0, 0xffffff00
	s_addc_u32 s1, s1, -1
	s_add_u32 s4, s4, 0xffffff00
	s_addc_u32 s5, s5, -1
	v_add_nc_u32_e32 v11, 0xfffff000, v11
	s_add_u32 s6, s6, 0xffffff00
	s_addc_u32 s7, s7, -1
	s_cmp_lt_i32 s11, 2
	s_cbranch_scc0 .LBB3_2
.LBB3_11:                               ; %._crit_edge
	s_endpgm
	.section	.rodata,"a",@progbits
	.p2align	6, 0x0
	.amdhsa_kernel _Z15backpropagationPfS_S_S_i
		.amdhsa_group_segment_fixed_size 0
		.amdhsa_private_segment_fixed_size 0
		.amdhsa_kernarg_size 36
		.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 15
		.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
	.text
.Lfunc_end3:
	.size	_Z15backpropagationPfS_S_S_i, .Lfunc_end3-_Z15backpropagationPfS_S_S_i
                                        ; -- End function
	.section	.AMDGPU.csdata,"",@progbits
; Kernel info:
; codeLenInByte = 804
; NumSgprs: 18
; NumVgprs: 15
; ScratchSize: 0
; MemoryBound: 0
; FloatMode: 240
; IeeeMode: 1
; LDSByteSize: 0 bytes/workgroup (compile time only)
; SGPRBlocks: 2
; VGPRBlocks: 1
; NumSGPRsForWavesPerEU: 18
; NumVGPRsForWavesPerEU: 15
; 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:
      - .address_space:  global
        .offset:         0
        .size:           8
        .value_kind:     global_buffer
      - .offset:         8
        .size:           4
        .value_kind:     by_value
      - .offset:         16
        .size:           4
        .value_kind:     hidden_block_count_x
      - .offset:         20
        .size:           4
        .value_kind:     hidden_block_count_y
      - .offset:         24
        .size:           4
        .value_kind:     hidden_block_count_z
      - .offset:         28
        .size:           2
        .value_kind:     hidden_group_size_x
      - .offset:         30
        .size:           2
        .value_kind:     hidden_group_size_y
      - .offset:         32
        .size:           2
        .value_kind:     hidden_group_size_z
      - .offset:         34
        .size:           2
        .value_kind:     hidden_remainder_x
      - .offset:         36
        .size:           2
        .value_kind:     hidden_remainder_y
      - .offset:         38
        .size:           2
        .value_kind:     hidden_remainder_z
      - .offset:         56
        .size:           8
        .value_kind:     hidden_global_offset_x
      - .offset:         64
        .size:           8
        .value_kind:     hidden_global_offset_y
      - .offset:         72
        .size:           8
        .value_kind:     hidden_global_offset_z
      - .offset:         80
        .size:           2
        .value_kind:     hidden_grid_dims
    .group_segment_fixed_size: 0
    .kernarg_segment_align: 8
    .kernarg_segment_size: 272
    .language:       OpenCL C
    .language_version:
      - 2
      - 0
    .max_flat_workgroup_size: 1024
    .name:           _Z18initialize_weightsPfi
    .private_segment_fixed_size: 0
    .sgpr_count:     18
    .sgpr_spill_count: 0
    .symbol:         _Z18initialize_weightsPfi.kd
    .uniform_work_group_size: 1
    .uses_dynamic_stack: false
    .vgpr_count:     9
    .vgpr_spill_count: 0
    .wavefront_size: 32
    .workgroup_processor_mode: 1
  - .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
    .group_segment_fixed_size: 0
    .kernarg_segment_align: 8
    .kernarg_segment_size: 28
    .language:       OpenCL C
    .language_version:
      - 2
      - 0
    .max_flat_workgroup_size: 1024
    .name:           _Z12forward_passPfS_S_i
    .private_segment_fixed_size: 0
    .sgpr_count:     18
    .sgpr_spill_count: 0
    .symbol:         _Z12forward_passPfS_S_i.kd
    .uniform_work_group_size: 1
    .uses_dynamic_stack: false
    .vgpr_count:     10
    .vgpr_spill_count: 0
    .wavefront_size: 32
    .workgroup_processor_mode: 1
  - .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
    .group_segment_fixed_size: 0
    .kernarg_segment_align: 8
    .kernarg_segment_size: 28
    .language:       OpenCL C
    .language_version:
      - 2
      - 0
    .max_flat_workgroup_size: 1024
    .name:           _Z13compute_errorPfS_S_i
    .private_segment_fixed_size: 0
    .sgpr_count:     18
    .sgpr_spill_count: 0
    .symbol:         _Z13compute_errorPfS_S_i.kd
    .uniform_work_group_size: 1
    .uses_dynamic_stack: false
    .vgpr_count:     6
    .vgpr_spill_count: 0
    .wavefront_size: 32
    .workgroup_processor_mode: 1
  - .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
      - .address_space:  global
        .offset:         24
        .size:           8
        .value_kind:     global_buffer
      - .offset:         32
        .size:           4
        .value_kind:     by_value
    .group_segment_fixed_size: 0
    .kernarg_segment_align: 8
    .kernarg_segment_size: 36
    .language:       OpenCL C
    .language_version:
      - 2
      - 0
    .max_flat_workgroup_size: 1024
    .name:           _Z15backpropagationPfS_S_S_i
    .private_segment_fixed_size: 0
    .sgpr_count:     18
    .sgpr_spill_count: 0
    .symbol:         _Z15backpropagationPfS_S_S_i.kd
    .uniform_work_group_size: 1
    .uses_dynamic_stack: false
    .vgpr_count:     15
    .vgpr_spill_count: 0
    .wavefront_size: 32
    .workgroup_processor_mode: 1
amdhsa.target:   amdgcn-amd-amdhsa--gfx1100
amdhsa.version:
  - 1
  - 2
...

	.end_amdgpu_metadata
