# AOT ID: ['0_inference']
from ctypes import c_void_p, c_long, c_int
import torch
import math
import random
import os
import tempfile
from math import inf, nan
from torch._inductor.hooks import run_intermediate_hooks
from torch._inductor.utils import maybe_profile
from torch._inductor.codegen.memory_planning import _align as align
from torch import device, empty_strided
from torch._inductor.async_compile import AsyncCompile
from torch._inductor.select_algorithm import extern_kernels
from torch._inductor.codegen.multi_kernel import MultiKernelCall
import triton
import triton.language as tl
from torch._inductor.runtime.triton_heuristics import grid, split_scan_grid, grid_combo_kernels, start_graph, end_graph
from torch._C import _cuda_getCurrentRawStream as get_raw_stream

aten = torch.ops.aten
inductor_ops = torch.ops.inductor
_quantized = torch.ops._quantized
assert_size_stride = torch._C._dynamo.guards.assert_size_stride
empty_strided_cpu = torch._C._dynamo.guards._empty_strided_cpu
empty_strided_cuda = torch._C._dynamo.guards._empty_strided_cuda
empty_strided_xpu = torch._C._dynamo.guards._empty_strided_xpu
reinterpret_tensor = torch._C._dynamo.guards._reinterpret_tensor
alloc_from_pool = torch.ops.inductor._alloc_from_pool
async_compile = AsyncCompile()


# kernel path: runs/run_shard_8/inductor_cache/hd/chddai63cyvkut5m6srgdr3m5dgijoezjmjjh2fopoqgewsvus76.py
# Topologically Sorted Source Nodes: [cat_out], Original ATen: [aten.cat]
# Source node to ATen node mapping:
#   cat_out => cat_4
# Graph fragment:
#   %cat_4 : [num_users=1] = call_function[target=torch.ops.aten.cat.default](args = ([%view, %view_1, %view_2, %view_3],), kwargs = {})
triton_poi_fused_cat_0 = async_compile.triton('triton_poi_fused_cat_0', '''
import triton
import triton.language as tl
from triton.compiler.compiler import AttrsDescriptor

from torch._inductor.runtime import triton_helpers, triton_heuristics
from torch._inductor.runtime.triton_helpers import libdevice, math as tl_math
from torch._inductor.runtime.hints import AutotuneHint, ReductionHint, TileHint, instance_descriptor, DeviceProperties

@triton_heuristics.pointwise(
    size_hints=[256], 
    filename=__file__,
    triton_meta={'signature': {0: '*fp32', 1: '*fp32', 2: 'i32'}, 'device': DeviceProperties(type='cuda', index=0, cc=80, major=8, regs_per_multiprocessor=65536, max_threads_per_multi_processor=2048, multi_processor_count=108), 'constants': {}, 'configs': [AttrsDescriptor(divisible_by_16=(0, 1, 2), equal_to_1=())]},
    inductor_meta={'autotune_hints': set(), 'kernel_name': 'triton_poi_fused_cat_0', 'mutated_arg_names': [], 'no_x_dim': False, 'num_load': 24, 'num_reduction': 0, 'backend_hash': 'A9C866B4A14FD3277824029365D703C2427B2E685E54EC9B3EF4ADC8D1EEAC1D', 'are_deterministic_algorithms_enabled': False, 'assert_indirect_indexing': True, 'autotune_local_cache': True, 'autotune_pointwise': True, 'autotune_remote_cache': None, 'force_disable_caches': False, 'dynamic_scale_rblock': True, 'max_autotune': False, 'max_autotune_pointwise': False, 'min_split_scan_rblock': 256, 'spill_threshold': 16, 'store_cubin': False},
    min_elem_per_thread=0
)
@triton.jit
def triton_poi_fused_cat_0(in_ptr0, out_ptr0, xnumel, XBLOCK : tl.constexpr):
    xnumel = 192
    xoffset = tl.program_id(0) * XBLOCK
    xindex = xoffset + tl.arange(0, XBLOCK)[:]
    xmask = xindex < xnumel
    x1 = (xindex // 48)
    x2 = xindex
    x0 = xindex % 48
    tmp0 = x1
    tmp1 = tl.full([1], 0, tl.int64)
    tmp2 = tmp0 >= tmp1
    tmp3 = tl.full([1], 1, tl.int64)
    tmp4 = tmp0 < tmp3
    tmp5 = x2 % 12
    tmp6 = tmp5 >= tmp1
    tmp7 = tl.full([1], 4, tl.int64)
    tmp8 = tmp5 < tmp7
    tmp9 = tmp8 & tmp4
    tmp10 = tl.load(in_ptr0 + ((4*(x0 // 12)) + (x0 % 12)), tmp9 & xmask, eviction_policy='evict_last', other=0.0)
    tmp11 = tmp5 >= tmp7
    tmp12 = tl.full([1], 8, tl.int64)
    tmp13 = tmp5 < tmp12
    tmp14 = tmp11 & tmp13
    tmp15 = tmp14 & tmp4
    tmp16 = tl.load(in_ptr0 + ((4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp15 & xmask, eviction_policy='evict_last', other=0.0)
    tmp17 = tl.load(in_ptr0 + (16 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp15 & xmask, eviction_policy='evict_last', other=0.0)
    tmp18 = tmp16 + tmp17
    tmp19 = tl.load(in_ptr0 + (32 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp15 & xmask, eviction_policy='evict_last', other=0.0)
    tmp20 = tmp18 + tmp19
    tmp21 = tl.load(in_ptr0 + (48 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp15 & xmask, eviction_policy='evict_last', other=0.0)
    tmp22 = tmp20 + tmp21
    tmp23 = 4.0
    tmp24 = tmp22 / tmp23
    tmp25 = tl.full(tmp24.shape, 0.0, tmp24.dtype)
    tmp26 = tl.where(tmp15, tmp24, tmp25)
    tmp27 = tmp5 >= tmp12
    tmp28 = tl.full([1], 12, tl.int64)
    tmp29 = tmp5 < tmp28
    tmp30 = tmp27 & tmp4
    tmp31 = tl.load(in_ptr0 + (48 + (4*(x0 // 12)) + ((-8) + (x0 % 12))), tmp30 & xmask, eviction_policy='evict_last', other=0.0)
    tmp32 = tl.where(tmp14, tmp26, tmp31)
    tmp33 = tl.where(tmp8, tmp10, tmp32)
    tmp34 = tl.full(tmp33.shape, 0.0, tmp33.dtype)
    tmp35 = tl.where(tmp4, tmp33, tmp34)
    tmp36 = tmp0 >= tmp3
    tmp37 = tl.full([1], 2, tl.int64)
    tmp38 = tmp0 < tmp37
    tmp39 = tmp36 & tmp38
    tmp40 = tmp8 & tmp39
    tmp41 = tl.load(in_ptr0 + (64 + (4*(x0 // 12)) + (x0 % 12)), tmp40 & xmask, eviction_policy='evict_last', other=0.0)
    tmp42 = tmp14 & tmp39
    tmp43 = tl.load(in_ptr0 + (64 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp42 & xmask, eviction_policy='evict_last', other=0.0)
    tmp44 = tl.load(in_ptr0 + (80 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp42 & xmask, eviction_policy='evict_last', other=0.0)
    tmp45 = tmp43 + tmp44
    tmp46 = tl.load(in_ptr0 + (96 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp42 & xmask, eviction_policy='evict_last', other=0.0)
    tmp47 = tmp45 + tmp46
    tmp48 = tl.load(in_ptr0 + (112 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp42 & xmask, eviction_policy='evict_last', other=0.0)
    tmp49 = tmp47 + tmp48
    tmp50 = tmp49 / tmp23
    tmp51 = tl.full(tmp50.shape, 0.0, tmp50.dtype)
    tmp52 = tl.where(tmp42, tmp50, tmp51)
    tmp53 = tmp27 & tmp39
    tmp54 = tl.load(in_ptr0 + (112 + (4*(x0 // 12)) + ((-8) + (x0 % 12))), tmp53 & xmask, eviction_policy='evict_last', other=0.0)
    tmp55 = tl.where(tmp14, tmp52, tmp54)
    tmp56 = tl.where(tmp8, tmp41, tmp55)
    tmp57 = tl.full(tmp56.shape, 0.0, tmp56.dtype)
    tmp58 = tl.where(tmp39, tmp56, tmp57)
    tmp59 = tmp0 >= tmp37
    tmp60 = tl.full([1], 3, tl.int64)
    tmp61 = tmp0 < tmp60
    tmp62 = tmp59 & tmp61
    tmp63 = tmp8 & tmp62
    tmp64 = tl.load(in_ptr0 + (128 + (4*(x0 // 12)) + (x0 % 12)), tmp63 & xmask, eviction_policy='evict_last', other=0.0)
    tmp65 = tmp14 & tmp62
    tmp66 = tl.load(in_ptr0 + (128 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp67 = tl.load(in_ptr0 + (144 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp68 = tmp66 + tmp67
    tmp69 = tl.load(in_ptr0 + (160 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp70 = tmp68 + tmp69
    tmp71 = tl.load(in_ptr0 + (176 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp72 = tmp70 + tmp71
    tmp73 = tmp72 / tmp23
    tmp74 = tl.full(tmp73.shape, 0.0, tmp73.dtype)
    tmp75 = tl.where(tmp65, tmp73, tmp74)
    tmp76 = tmp27 & tmp62
    tmp77 = tl.load(in_ptr0 + (176 + (4*(x0 // 12)) + ((-8) + (x0 % 12))), tmp76 & xmask, eviction_policy='evict_last', other=0.0)
    tmp78 = tl.where(tmp14, tmp75, tmp77)
    tmp79 = tl.where(tmp8, tmp64, tmp78)
    tmp80 = tl.full(tmp79.shape, 0.0, tmp79.dtype)
    tmp81 = tl.where(tmp62, tmp79, tmp80)
    tmp82 = tmp0 >= tmp60
    tmp83 = tmp0 < tmp7
    tmp84 = tmp8 & tmp82
    tmp85 = tl.load(in_ptr0 + (192 + (4*(x0 // 12)) + (x0 % 12)), tmp84 & xmask, eviction_policy='evict_last', other=0.0)
    tmp86 = tmp14 & tmp82
    tmp87 = tl.load(in_ptr0 + (192 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp88 = tl.load(in_ptr0 + (208 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp89 = tmp87 + tmp88
    tmp90 = tl.load(in_ptr0 + (224 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp91 = tmp89 + tmp90
    tmp92 = tl.load(in_ptr0 + (240 + (4*(x0 // 12)) + ((-4) + (x0 % 12))), tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp93 = tmp91 + tmp92
    tmp94 = tmp93 / tmp23
    tmp95 = tl.full(tmp94.shape, 0.0, tmp94.dtype)
    tmp96 = tl.where(tmp86, tmp94, tmp95)
    tmp97 = tmp27 & tmp82
    tmp98 = tl.load(in_ptr0 + (240 + (4*(x0 // 12)) + ((-8) + (x0 % 12))), tmp97 & xmask, eviction_policy='evict_last', other=0.0)
    tmp99 = tl.where(tmp14, tmp96, tmp98)
    tmp100 = tl.where(tmp8, tmp85, tmp99)
    tmp101 = tl.full(tmp100.shape, 0.0, tmp100.dtype)
    tmp102 = tl.where(tmp82, tmp100, tmp101)
    tmp103 = tl.where(tmp62, tmp81, tmp102)
    tmp104 = tl.where(tmp39, tmp58, tmp103)
    tmp105 = tl.where(tmp4, tmp35, tmp104)
    tl.store(out_ptr0 + (x2), tmp105, xmask)
''', device_str='cuda')


async_compile.wait(globals())
del async_compile

def call(args):
    arg0_1, = args
    args.clear()
    assert_size_stride(arg0_1, (4, 4, 4, 4), (64, 16, 4, 1))
    with torch.cuda._DeviceGuard(0):
        torch.cuda.set_device(0)
        buf0 = empty_strided_cuda((4, 48), (48, 1), torch.float32)
        # Topologically Sorted Source Nodes: [cat_out], Original ATen: [aten.cat]
        stream0 = get_raw_stream(0)
        triton_poi_fused_cat_0.run(arg0_1, buf0, 192, grid=grid(192), stream=stream0)
        del arg0_1
    return (buf0, )


def benchmark_compiled_module(times=10, repeat=10):
    from torch._dynamo.testing import rand_strided
    from torch._inductor.utils import print_performance
    arg0_1 = rand_strided((4, 4, 4, 4), (64, 16, 4, 1), device='cuda:0', dtype=torch.float32)
    fn = lambda: call([arg0_1])
    return print_performance(fn, times=times, repeat=repeat)


if __name__ == "__main__":
    from torch._inductor.wrapper_benchmark import compiled_module_main
    compiled_module_main('None', benchmark_compiled_module)

import torch
import torch.nn as nn


class CatRepr(nn.Module):

    def __init__(self):
        super().__init__()

    def forward(self, data_list):
        cat_regions = [torch.cat([hidden[0], torch.mean(hidden, dim=0),
            hidden[-1]], dim=-1).view(1, -1) for hidden in data_list]
        cat_out = torch.cat(cat_regions, dim=0)
        return cat_out


def get_inputs():
    return [torch.rand([4, 4, 4, 4])]


def get_init_inputs():
    return [[], {}]

import torch
import triton
import triton.language as tl
from torch._inductor.runtime.triton_heuristics import grid
from torch._C import _cuda_getCurrentRawStream as get_raw_stream
import torch.nn as nn
assert_size_stride = torch._C._dynamo.guards.assert_size_stride
empty_strided_cuda = torch._C._dynamo.guards._empty_strided_cuda


@triton.jit
def triton_poi_fused_cat_0(in_ptr0, out_ptr0, xnumel, XBLOCK: tl.constexpr):
    xnumel = 192
    xoffset = tl.program_id(0) * XBLOCK
    xindex = xoffset + tl.arange(0, XBLOCK)[:]
    xmask = xindex < xnumel
    x1 = xindex // 48
    x2 = xindex
    x0 = xindex % 48
    tmp0 = x1
    tl.full([1], 0, tl.int64)
    tmp3 = tl.full([1], 1, tl.int64)
    tmp4 = tmp0 < tmp3
    tmp5 = x2 % 12
    tmp7 = tl.full([1], 4, tl.int64)
    tmp8 = tmp5 < tmp7
    tmp9 = tmp8 & tmp4
    tmp10 = tl.load(in_ptr0 + (4 * (x0 // 12) + x0 % 12), tmp9 & xmask,
        eviction_policy='evict_last', other=0.0)
    tmp11 = tmp5 >= tmp7
    tmp12 = tl.full([1], 8, tl.int64)
    tmp13 = tmp5 < tmp12
    tmp14 = tmp11 & tmp13
    tmp15 = tmp14 & tmp4
    tmp16 = tl.load(in_ptr0 + (4 * (x0 // 12) + (-4 + x0 % 12)), tmp15 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp17 = tl.load(in_ptr0 + (16 + 4 * (x0 // 12) + (-4 + x0 % 12)), tmp15 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp18 = tmp16 + tmp17
    tmp19 = tl.load(in_ptr0 + (32 + 4 * (x0 // 12) + (-4 + x0 % 12)), tmp15 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp20 = tmp18 + tmp19
    tmp21 = tl.load(in_ptr0 + (48 + 4 * (x0 // 12) + (-4 + x0 % 12)), tmp15 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp22 = tmp20 + tmp21
    tmp23 = 4.0
    tmp24 = tmp22 / tmp23
    tmp25 = tl.full(tmp24.shape, 0.0, tmp24.dtype)
    tmp26 = tl.where(tmp15, tmp24, tmp25)
    tmp27 = tmp5 >= tmp12
    tl.full([1], 12, tl.int64)
    tmp30 = tmp27 & tmp4
    tmp31 = tl.load(in_ptr0 + (48 + 4 * (x0 // 12) + (-8 + x0 % 12)), tmp30 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp32 = tl.where(tmp14, tmp26, tmp31)
    tmp33 = tl.where(tmp8, tmp10, tmp32)
    tmp34 = tl.full(tmp33.shape, 0.0, tmp33.dtype)
    tmp35 = tl.where(tmp4, tmp33, tmp34)
    tmp36 = tmp0 >= tmp3
    tmp37 = tl.full([1], 2, tl.int64)
    tmp38 = tmp0 < tmp37
    tmp39 = tmp36 & tmp38
    tmp40 = tmp8 & tmp39
    tmp41 = tl.load(in_ptr0 + (64 + 4 * (x0 // 12) + x0 % 12), tmp40 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp42 = tmp14 & tmp39
    tmp43 = tl.load(in_ptr0 + (64 + 4 * (x0 // 12) + (-4 + x0 % 12)), tmp42 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp44 = tl.load(in_ptr0 + (80 + 4 * (x0 // 12) + (-4 + x0 % 12)), tmp42 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp45 = tmp43 + tmp44
    tmp46 = tl.load(in_ptr0 + (96 + 4 * (x0 // 12) + (-4 + x0 % 12)), tmp42 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp47 = tmp45 + tmp46
    tmp48 = tl.load(in_ptr0 + (112 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp42 & xmask, eviction_policy='evict_last', other=0.0)
    tmp49 = tmp47 + tmp48
    tmp50 = tmp49 / tmp23
    tmp51 = tl.full(tmp50.shape, 0.0, tmp50.dtype)
    tmp52 = tl.where(tmp42, tmp50, tmp51)
    tmp53 = tmp27 & tmp39
    tmp54 = tl.load(in_ptr0 + (112 + 4 * (x0 // 12) + (-8 + x0 % 12)), 
        tmp53 & xmask, eviction_policy='evict_last', other=0.0)
    tmp55 = tl.where(tmp14, tmp52, tmp54)
    tmp56 = tl.where(tmp8, tmp41, tmp55)
    tmp57 = tl.full(tmp56.shape, 0.0, tmp56.dtype)
    tmp58 = tl.where(tmp39, tmp56, tmp57)
    tmp59 = tmp0 >= tmp37
    tmp60 = tl.full([1], 3, tl.int64)
    tmp61 = tmp0 < tmp60
    tmp62 = tmp59 & tmp61
    tmp63 = tmp8 & tmp62
    tmp64 = tl.load(in_ptr0 + (128 + 4 * (x0 // 12) + x0 % 12), tmp63 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp65 = tmp14 & tmp62
    tmp66 = tl.load(in_ptr0 + (128 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp67 = tl.load(in_ptr0 + (144 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp68 = tmp66 + tmp67
    tmp69 = tl.load(in_ptr0 + (160 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp70 = tmp68 + tmp69
    tmp71 = tl.load(in_ptr0 + (176 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp65 & xmask, eviction_policy='evict_last', other=0.0)
    tmp72 = tmp70 + tmp71
    tmp73 = tmp72 / tmp23
    tmp74 = tl.full(tmp73.shape, 0.0, tmp73.dtype)
    tmp75 = tl.where(tmp65, tmp73, tmp74)
    tmp76 = tmp27 & tmp62
    tmp77 = tl.load(in_ptr0 + (176 + 4 * (x0 // 12) + (-8 + x0 % 12)), 
        tmp76 & xmask, eviction_policy='evict_last', other=0.0)
    tmp78 = tl.where(tmp14, tmp75, tmp77)
    tmp79 = tl.where(tmp8, tmp64, tmp78)
    tmp80 = tl.full(tmp79.shape, 0.0, tmp79.dtype)
    tmp81 = tl.where(tmp62, tmp79, tmp80)
    tmp82 = tmp0 >= tmp60
    tmp84 = tmp8 & tmp82
    tmp85 = tl.load(in_ptr0 + (192 + 4 * (x0 // 12) + x0 % 12), tmp84 &
        xmask, eviction_policy='evict_last', other=0.0)
    tmp86 = tmp14 & tmp82
    tmp87 = tl.load(in_ptr0 + (192 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp88 = tl.load(in_ptr0 + (208 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp89 = tmp87 + tmp88
    tmp90 = tl.load(in_ptr0 + (224 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp91 = tmp89 + tmp90
    tmp92 = tl.load(in_ptr0 + (240 + 4 * (x0 // 12) + (-4 + x0 % 12)), 
        tmp86 & xmask, eviction_policy='evict_last', other=0.0)
    tmp93 = tmp91 + tmp92
    tmp94 = tmp93 / tmp23
    tmp95 = tl.full(tmp94.shape, 0.0, tmp94.dtype)
    tmp96 = tl.where(tmp86, tmp94, tmp95)
    tmp97 = tmp27 & tmp82
    tmp98 = tl.load(in_ptr0 + (240 + 4 * (x0 // 12) + (-8 + x0 % 12)), 
        tmp97 & xmask, eviction_policy='evict_last', other=0.0)
    tmp99 = tl.where(tmp14, tmp96, tmp98)
    tmp100 = tl.where(tmp8, tmp85, tmp99)
    tmp101 = tl.full(tmp100.shape, 0.0, tmp100.dtype)
    tmp102 = tl.where(tmp82, tmp100, tmp101)
    tmp103 = tl.where(tmp62, tmp81, tmp102)
    tmp104 = tl.where(tmp39, tmp58, tmp103)
    tmp105 = tl.where(tmp4, tmp35, tmp104)
    tl.store(out_ptr0 + x2, tmp105, xmask)


def call(args):
    arg0_1, = args
    args.clear()
    assert_size_stride(arg0_1, (4, 4, 4, 4), (64, 16, 4, 1))
    with torch.cuda._DeviceGuard(0):
        torch.cuda.set_device(0)
        buf0 = empty_strided_cuda((4, 48), (48, 1), torch.float32)
        get_raw_stream(0)
        triton_poi_fused_cat_0[grid(192)](arg0_1, buf0, 192, XBLOCK=128,
            num_warps=4, num_stages=1)
        del arg0_1
    return buf0,


class CatReprNew(nn.Module):

    def __init__(self):
        super().__init__()

    def forward(self, input_0):
        arg0_1 = input_0
        output = call([arg0_1])
        return output[0]
