; LLVM IR from huawei-noah/bolt :: compute/tensor/src/cpu/x86/int8/avx (convolution_direct)

; Unoptimized IR (clang -disable-llvm-passes):
target datalayout = "e-m:e-p270:32:32-p271:32:32-p272:64:64-i64:64-i128:128-f80:128-n8:16:32:64-S128"
target triple = "x86_64-unknown-linux-gnu"

%struct.TensorDesc = type { i32, i32, i32, [20 x i32] }
%struct.ConvolutionParamSpec = type { i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, %union.ActivationSpec, i32, i32, i32, i32 }
%union.ActivationSpec = type { %struct.ClipParamSpec }
%struct.ClipParamSpec = type { float, float }
%struct.ActivationParamSpec = type { i32, [4 x float] }
%struct.ConvControllerAVX = type { [12 x ptr], ptr, ptr, ptr, ptr, ptr, i64, i64, i64, i64, i64, i64, i64, i64, i64, ptr }

@.str = external hidden unnamed_addr constant [20 x i8], align 1
@stdout = external global ptr, align 8
@.str.1 = external hidden unnamed_addr constant [18 x i8], align 1
@__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.ocSizeArray = external hidden unnamed_addr constant [3 x i32], align 4
@__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.wSizeArray = external hidden unnamed_addr constant [3 x i32], align 4
@__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.kernel = external hidden unnamed_addr constant [8 x [3 x ptr]], align 16

; Function Attrs: mustprogress uwtable
define dso_local noundef i32 @_Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec(ptr noundef byval(%struct.TensorDesc) align 8 %0, ptr noundef %1, ptr noundef %2, ptr noundef byval(%struct.TensorDesc) align 8 %3, ptr noundef %4, ptr noundef byval(%struct.ConvolutionParamSpec) align 8 %5, ptr noundef byval(%struct.TensorDesc) align 8 %6, ptr noundef %7, i32 noundef %8, ptr noundef %9, ptr noundef byval(%struct.TensorDesc) align 8 %10, ptr noundef %11, ptr noundef %12, ptr noundef byval(%struct.ActivationParamSpec) align 8 %13) #0 {
  %15 = alloca i32, align 4
  %16 = alloca ptr, align 8
  %17 = alloca ptr, align 8
  %18 = alloca ptr, align 8
  %19 = alloca ptr, align 8
  %20 = alloca i32, align 4
  %21 = alloca ptr, align 8
  %22 = alloca ptr, align 8
  %23 = alloca ptr, align 8
  %24 = alloca i32, align 4
  %25 = alloca i32, align 4
  %26 = alloca i32, align 4
  %27 = alloca i32, align 4
  %28 = alloca i32, align 4
  %29 = alloca i32, align 4
  %30 = alloca i32, align 4
  %31 = alloca i32, align 4
  %32 = alloca i32, align 4
  %33 = alloca i32, align 4
  %34 = alloca i32, align 4
  %35 = alloca i32, align 4
  %36 = alloca i32, align 4
  %37 = alloca i32, align 4
  %38 = alloca i32, align 4
  %39 = alloca i32, align 4
  %40 = alloca i32, align 4
  %41 = alloca i32, align 4
  %42 = alloca i32, align 4
  %43 = alloca %struct.TensorDesc, align 8
  %44 = alloca i32, align 4
  %45 = alloca i32, align 4
  %46 = alloca %struct.TensorDesc, align 8
  %47 = alloca i32, align 4
  %48 = alloca i32, align 4
  %49 = alloca %struct.TensorDesc, align 8
  %50 = alloca i32, align 4
  %51 = alloca i32, align 4
  %52 = alloca i32, align 4
  %53 = alloca [3 x i32], align 4
  %54 = alloca [3 x i32], align 4
  %55 = alloca [8 x [3 x ptr]], align 16
  %56 = alloca i32, align 4
  %57 = alloca i32, align 4
  %58 = alloca i32, align 4
  %59 = alloca i32, align 4
  %60 = alloca i32, align 4
  %61 = alloca i32, align 4
  %62 = alloca i32, align 4
  %63 = alloca i32, align 4
  %64 = alloca i32, align 4
  %65 = alloca i32, align 4
  %66 = alloca i32, align 4
  %67 = alloca ptr, align 8
  %68 = alloca %struct.ConvControllerAVX, align 8
  %69 = alloca i32, align 4
  %70 = alloca ptr, align 8
  %71 = alloca ptr, align 8
  %72 = alloca ptr, align 8
  %73 = alloca %struct.TensorDesc, align 4
  %74 = alloca i32, align 4
  %75 = alloca %struct.TensorDesc, align 8
  %76 = alloca i32, align 4
  %77 = alloca %struct.TensorDesc, align 8
  %78 = alloca %struct.TensorDesc, align 8
  %79 = alloca ptr, align 8
  %80 = alloca float, align 4
  %81 = alloca ptr, align 8
  %82 = alloca i32, align 4
  %83 = alloca %struct.TensorDesc, align 8
  %84 = alloca %struct.TensorDesc, align 8
  %85 = alloca i32, align 4
  %86 = alloca i32, align 4
  %87 = alloca ptr, align 8
  %88 = alloca i32, align 4
  %89 = alloca i32, align 4
  %90 = alloca ptr, align 8
  %91 = alloca %struct.TensorDesc, align 8
  %92 = alloca %struct.ConvolutionParamSpec, align 8
  %93 = alloca i32, align 4
  %94 = alloca i32, align 4
  %95 = alloca i32, align 4
  %96 = alloca i32, align 4
  %97 = alloca i32, align 4
  %98 = alloca i32, align 4
  %99 = alloca i32, align 4
  %100 = alloca i32, align 4
  %101 = alloca ptr, align 8
  %102 = alloca i32, align 4
  %103 = alloca i32, align 4
  %104 = alloca i32, align 4
  %105 = alloca i32, align 4
  %106 = alloca i32, align 4
  %107 = alloca i32, align 4
  %108 = alloca [2 x float], align 4
  %109 = alloca %struct.TensorDesc, align 4
  %110 = alloca i32, align 4
  %111 = alloca %struct.TensorDesc, align 8
  %112 = alloca i32, align 4
  store ptr %1, ptr %16, align 8, !tbaa !5
  store ptr %2, ptr %17, align 8, !tbaa !5
  store ptr %4, ptr %18, align 8, !tbaa !5
  store ptr %7, ptr %19, align 8, !tbaa !5
  store i32 %8, ptr %20, align 4, !tbaa !9
  store ptr %9, ptr %21, align 8, !tbaa !5
  store ptr %11, ptr %22, align 8, !tbaa !5
  store ptr %12, ptr %23, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 4, ptr %24) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %25) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %26) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %27) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %28) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %29) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %30) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %31) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %32) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %33) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %34) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %35) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %36) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %37) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %38) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %39) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %40) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %41) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %42) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %43, ptr align 8 %0, i64 92, i1 false), !tbaa.struct !11
  %113 = call noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef byval(%struct.TensorDesc) align 8 %43, ptr noundef %24, ptr noundef %27, ptr noundef %30, ptr noundef %31, ptr noundef %32, ptr noundef %33)
  store i32 %113, ptr %42, align 4, !tbaa !17
  %114 = load i32, ptr %42, align 4, !tbaa !17
  %115 = icmp ne i32 %114, 0
  br i1 %115, label %116, label %128

116:                                              ; preds = %14
  call void @llvm.lifetime.start.p0(i64 4, ptr %44) #8
  %117 = call i64 (i64, ...) @syscall(i64 noundef 186) #8
  %118 = trunc i64 %117 to i32
  store i32 %118, ptr %44, align 4, !tbaa !9
  %119 = load i32, ptr %44, align 4, !tbaa !9
  %120 = call i32 (ptr, ...) @printf(ptr noundef @.str, i32 noundef %119)
  %121 = load ptr, ptr @stdout, align 8, !tbaa !5
  %122 = call i32 @fflush(ptr noundef %121)
  %123 = load i32, ptr %42, align 4, !tbaa !17
  %124 = call ptr @ee2str(i32 noundef %123)
  %125 = call i32 (ptr, ...) @printf(ptr noundef @.str.1, ptr noundef %124)
  %126 = load ptr, ptr @stdout, align 8, !tbaa !5
  %127 = call i32 @fflush(ptr noundef %126)
  call void @exit(i32 noundef 1) #9
  unreachable

128:                                              ; preds = %14
  call void @llvm.lifetime.end.p0(i64 4, ptr %42) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %45) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %46, ptr align 8 %3, i64 92, i1 false), !tbaa.struct !11
  %129 = call noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef byval(%struct.TensorDesc) align 8 %46, ptr noundef %25, ptr noundef %28, ptr noundef %34, ptr noundef %35, ptr noundef %36, ptr noundef %37)
  store i32 %129, ptr %45, align 4, !tbaa !17
  %130 = load i32, ptr %45, align 4, !tbaa !17
  %131 = icmp ne i32 %130, 0
  br i1 %131, label %132, label %144

132:                                              ; preds = %128
  call void @llvm.lifetime.start.p0(i64 4, ptr %47) #8
  %133 = call i64 (i64, ...) @syscall(i64 noundef 186) #8
  %134 = trunc i64 %133 to i32
  store i32 %134, ptr %47, align 4, !tbaa !9
  %135 = load i32, ptr %47, align 4, !tbaa !9
  %136 = call i32 (ptr, ...) @printf(ptr noundef @.str, i32 noundef %135)
  %137 = load ptr, ptr @stdout, align 8, !tbaa !5
  %138 = call i32 @fflush(ptr noundef %137)
  %139 = load i32, ptr %45, align 4, !tbaa !17
  %140 = call ptr @ee2str(i32 noundef %139)
  %141 = call i32 (ptr, ...) @printf(ptr noundef @.str.1, ptr noundef %140)
  %142 = load ptr, ptr @stdout, align 8, !tbaa !5
  %143 = call i32 @fflush(ptr noundef %142)
  call void @exit(i32 noundef 1) #9
  unreachable

144:                                              ; preds = %128
  call void @llvm.lifetime.end.p0(i64 4, ptr %45) #8
  call void @llvm.lifetime.start.p0(i64 4, ptr %48) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %49, ptr align 8 %10, i64 92, i1 false), !tbaa.struct !11
  %145 = call noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef byval(%struct.TensorDesc) align 8 %49, ptr noundef %26, ptr noundef %29, ptr noundef %38, ptr noundef %39, ptr noundef %40, ptr noundef %41)
  store i32 %145, ptr %48, align 4, !tbaa !17
  %146 = load i32, ptr %48, align 4, !tbaa !17
  %147 = icmp ne i32 %146, 0
  br i1 %147, label %148, label %160

148:                                              ; preds = %144
  call void @llvm.lifetime.start.p0(i64 4, ptr %50) #8
  %149 = call i64 (i64, ...) @syscall(i64 noundef 186) #8
  %150 = trunc i64 %149 to i32
  store i32 %150, ptr %50, align 4, !tbaa !9
  %151 = load i32, ptr %50, align 4, !tbaa !9
  %152 = call i32 (ptr, ...) @printf(ptr noundef @.str, i32 noundef %151)
  %153 = load ptr, ptr @stdout, align 8, !tbaa !5
  %154 = call i32 @fflush(ptr noundef %153)
  %155 = load i32, ptr %48, align 4, !tbaa !17
  %156 = call ptr @ee2str(i32 noundef %155)
  %157 = call i32 (ptr, ...) @printf(ptr noundef @.str.1, ptr noundef %156)
  %158 = load ptr, ptr @stdout, align 8, !tbaa !5
  %159 = call i32 @fflush(ptr noundef %158)
  call void @exit(i32 noundef 1) #9
  unreachable

160:                                              ; preds = %144
  call void @llvm.lifetime.end.p0(i64 4, ptr %48) #8
  %161 = load i32, ptr %27, align 4, !tbaa !14
  %162 = icmp eq i32 %161, 15
  br i1 %162, label %163, label %164

163:                                              ; preds = %160
  store i32 0, ptr %27, align 4, !tbaa !14
  br label %164

164:                                              ; preds = %163, %160
  %165 = load i32, ptr %28, align 4, !tbaa !14
  %166 = icmp ne i32 %165, 42
  br i1 %166, label %170, label %167

167:                                              ; preds = %164
  %168 = load i32, ptr %27, align 4, !tbaa !14
  %169 = icmp ne i32 %168, 2
  br i1 %169, label %170, label %186

170:                                              ; preds = %167, %164
  call void @llvm.lifetime.start.p0(i64 4, ptr %51) #8
  store i32 2, ptr %51, align 4, !tbaa !17
  %171 = load i32, ptr %51, align 4, !tbaa !17
  %172 = icmp ne i32 %171, 0
  br i1 %172, label %173, label %185

173:                                              ; preds = %170
  call void @llvm.lifetime.start.p0(i64 4, ptr %52) #8
  %174 = call i64 (i64, ...) @syscall(i64 noundef 186) #8
  %175 = trunc i64 %174 to i32
  store i32 %175, ptr %52, align 4, !tbaa !9
  %176 = load i32, ptr %52, align 4, !tbaa !9
  %177 = call i32 (ptr, ...) @printf(ptr noundef @.str, i32 noundef %176)
  %178 = load ptr, ptr @stdout, align 8, !tbaa !5
  %179 = call i32 @fflush(ptr noundef %178)
  %180 = load i32, ptr %51, align 4, !tbaa !17
  %181 = call ptr @ee2str(i32 noundef %180)
  %182 = call i32 (ptr, ...) @printf(ptr noundef @.str.1, ptr noundef %181)
  %183 = load ptr, ptr @stdout, align 8, !tbaa !5
  %184 = call i32 @fflush(ptr noundef %183)
  call void @exit(i32 noundef 1) #9
  unreachable

185:                                              ; preds = %170
  call void @llvm.lifetime.end.p0(i64 4, ptr %51) #8
  br label %186

186:                                              ; preds = %185, %167
  call void @llvm.lifetime.start.p0(i64 12, ptr %53) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %53, ptr align 4 @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.ocSizeArray, i64 12, i1 false)
  call void @llvm.lifetime.start.p0(i64 12, ptr %54) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %54, ptr align 4 @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.wSizeArray, i64 12, i1 false)
  call void @llvm.lifetime.start.p0(i64 192, ptr %55) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 16 %55, ptr align 16 @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.kernel, i64 192, i1 false)
  call void @llvm.lifetime.start.p0(i64 4, ptr %56) #8
  %187 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 5
  %188 = load i32, ptr %187, align 4, !tbaa !19
  store i32 %188, ptr %56, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %57) #8
  %189 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 6
  %190 = load i32, ptr %189, align 8, !tbaa !24
  store i32 %190, ptr %57, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %58) #8
  %191 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 9
  %192 = load i32, ptr %191, align 4, !tbaa !25
  store i32 %192, ptr %58, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %59) #8
  %193 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 10
  %194 = load i32, ptr %193, align 8, !tbaa !26
  store i32 %194, ptr %59, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %60) #8
  %195 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 11
  %196 = load i32, ptr %195, align 4, !tbaa !27
  store i32 %196, ptr %60, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %61) #8
  %197 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 12
  %198 = load i32, ptr %197, align 8, !tbaa !28
  store i32 %198, ptr %61, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %62) #8
  %199 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 15
  %200 = load i32, ptr %199, align 4, !tbaa !29
  store i32 %200, ptr %62, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %63) #8
  %201 = getelementptr inbounds %struct.ConvolutionParamSpec, ptr %5, i32 0, i32 16
  %202 = load i32, ptr %201, align 8, !tbaa !30
  store i32 %202, ptr %63, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %64) #8
  %203 = load i32, ptr %32, align 4, !tbaa !9
  %204 = load i32, ptr %58, align 4, !tbaa !9
  %205 = add i32 %203, %204
  %206 = load i32, ptr %59, align 4, !tbaa !9
  %207 = add i32 %205, %206
  store i32 %207, ptr %64, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %65) #8
  %208 = load i32, ptr %33, align 4, !tbaa !9
  %209 = load i32, ptr %60, align 4, !tbaa !9
  %210 = add i32 %208, %209
  %211 = load i32, ptr %61, align 4, !tbaa !9
  %212 = add i32 %210, %211
  store i32 %212, ptr %65, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %66) #8
  %213 = load i32, ptr %40, align 4, !tbaa !9
  %214 = load i32, ptr %41, align 4, !tbaa !9
  %215 = mul i32 %213, %214
  store i32 %215, ptr %66, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 8, ptr %67) #8
  %216 = load ptr, ptr %22, align 8, !tbaa !5
  store ptr %216, ptr %67, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 216, ptr %68) #8
  %217 = load i32, ptr %40, align 4, !tbaa !9
  %218 = load i32, ptr %41, align 4, !tbaa !9
  %219 = mul i32 %217, %218
  %220 = mul i32 %219, 8
  %221 = mul i32 %220, 4
  %222 = zext i32 %221 to i64
  %223 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 11
  store i64 %222, ptr %223, align 8, !tbaa !31
  %224 = load i32, ptr %63, align 4, !tbaa !9
  %225 = mul nsw i32 %224, 8
  %226 = sext i32 %225 to i64
  %227 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 9
  store i64 %226, ptr %227, align 8, !tbaa !34
  %228 = load i32, ptr %37, align 4, !tbaa !9
  %229 = zext i32 %228 to i64
  %230 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 7
  store i64 %229, ptr %230, align 8, !tbaa !35
  %231 = load i32, ptr %36, align 4, !tbaa !9
  %232 = zext i32 %231 to i64
  %233 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 8
  store i64 %232, ptr %233, align 8, !tbaa !36
  %234 = load i32, ptr %65, align 4, !tbaa !9
  %235 = sext i32 %234 to i64
  %236 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 7
  %237 = load i64, ptr %236, align 8, !tbaa !35
  %238 = load i32, ptr %63, align 4, !tbaa !9
  %239 = sext i32 %238 to i64
  %240 = mul nsw i64 %237, %239
  %241 = sub nsw i64 %235, %240
  %242 = load i32, ptr %62, align 4, !tbaa !9
  %243 = sub nsw i32 %242, 1
  %244 = load i32, ptr %65, align 4, !tbaa !9
  %245 = mul nsw i32 %243, %244
  %246 = sext i32 %245 to i64
  %247 = add nsw i64 %241, %246
  %248 = mul nsw i64 %247, 8
  %249 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 10
  store i64 %248, ptr %249, align 8, !tbaa !37
  %250 = load i32, ptr %64, align 4, !tbaa !9
  %251 = sext i32 %250 to i64
  %252 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 8
  %253 = load i64, ptr %252, align 8, !tbaa !36
  %254 = load i32, ptr %62, align 4, !tbaa !9
  %255 = sext i32 %254 to i64
  %256 = mul nsw i64 %253, %255
  %257 = sub nsw i64 %251, %256
  %258 = load i32, ptr %65, align 4, !tbaa !9
  %259 = sext i32 %258 to i64
  %260 = mul nsw i64 %257, %259
  %261 = mul nsw i64 %260, 8
  %262 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 13
  store i64 %261, ptr %262, align 8, !tbaa !38
  %263 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 15
  store ptr null, ptr %263, align 8, !tbaa !39
  call void @llvm.lifetime.start.p0(i64 4, ptr %69) #8
  store i32 24, ptr %69, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 8, ptr %70) #8
  %264 = load ptr, ptr %23, align 8, !tbaa !5
  store ptr %264, ptr %70, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 8, ptr %71) #8
  %265 = load ptr, ptr %23, align 8, !tbaa !5
  %266 = getelementptr inbounds float, ptr %265, i64 1
  store ptr %266, ptr %71, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 8, ptr %72) #8
  %267 = load ptr, ptr %23, align 8, !tbaa !5
  %268 = getelementptr inbounds float, ptr %267, i64 2
  store ptr %268, ptr %72, align 8, !tbaa !5
  %269 = load i32, ptr %24, align 4, !tbaa !12
  %270 = icmp ne i32 %269, 10
  br i1 %270, label %271, label %297

271:                                              ; preds = %186
  call void @llvm.lifetime.start.p0(i64 92, ptr %73) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %73, ptr align 8 %0, i64 92, i1 false), !tbaa.struct !11
  %272 = getelementptr inbounds %struct.TensorDesc, ptr %73, i32 0, i32 0
  store i32 10, ptr %272, align 4, !tbaa !40
  call void @llvm.lifetime.start.p0(i64 4, ptr %74) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %75, ptr align 8 %0, i64 92, i1 false), !tbaa.struct !11
  %273 = load ptr, ptr %16, align 8, !tbaa !5
  %274 = load ptr, ptr %21, align 8, !tbaa !5
  %275 = load ptr, ptr %70, align 8, !tbaa !5
  %276 = call noundef i32 @_Z12quantize_x8610TensorDescPKvPS_PvPfi(ptr noundef byval(%struct.TensorDesc) align 8 %75, ptr noundef %273, ptr noundef %73, ptr noundef %274, ptr noundef %275, i32 noundef 0)
  store i32 %276, ptr %74, align 4, !tbaa !17
  %277 = load i32, ptr %74, align 4, !tbaa !17
  %278 = icmp ne i32 %277, 0
  br i1 %278, label %279, label %291

279:                                              ; preds = %271
  call void @llvm.lifetime.start.p0(i64 4, ptr %76) #8
  %280 = call i64 (i64, ...) @syscall(i64 noundef 186) #8
  %281 = trunc i64 %280 to i32
  store i32 %281, ptr %76, align 4, !tbaa !9
  %282 = load i32, ptr %76, align 4, !tbaa !9
  %283 = call i32 (ptr, ...) @printf(ptr noundef @.str, i32 noundef %282)
  %284 = load ptr, ptr @stdout, align 8, !tbaa !5
  %285 = call i32 @fflush(ptr noundef %284)
  %286 = load i32, ptr %74, align 4, !tbaa !17
  %287 = call ptr @ee2str(i32 noundef %286)
  %288 = call i32 (ptr, ...) @printf(ptr noundef @.str.1, ptr noundef %287)
  %289 = load ptr, ptr @stdout, align 8, !tbaa !5
  %290 = call i32 @fflush(ptr noundef %289)
  call void @exit(i32 noundef 1) #9
  unreachable

291:                                              ; preds = %271
  call void @llvm.lifetime.end.p0(i64 4, ptr %74) #8
  %292 = load ptr, ptr %21, align 8, !tbaa !5
  store ptr %292, ptr %16, align 8, !tbaa !5
  %293 = load ptr, ptr %21, align 8, !tbaa !5
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %77, ptr align 4 %73, i64 92, i1 false), !tbaa.struct !11
  %294 = call noundef i32 @_Z14tensorNumBytes10TensorDesc(ptr noundef byval(%struct.TensorDesc) align 8 %77)
  %295 = zext i32 %294 to i64
  %296 = getelementptr inbounds i8, ptr %293, i64 %295
  store ptr %296, ptr %21, align 8, !tbaa !5
  call void @llvm.lifetime.end.p0(i64 92, ptr %73) #8
  br label %297

297:                                              ; preds = %291, %186
  %298 = load ptr, ptr %70, align 8, !tbaa !5
  %299 = getelementptr inbounds float, ptr %298, i64 0
  %300 = load float, ptr %299, align 4, !tbaa !42
  %301 = load ptr, ptr %72, align 8, !tbaa !5
  %302 = getelementptr inbounds float, ptr %301, i64 0
  %303 = load float, ptr %302, align 4, !tbaa !42
  %304 = fmul float %300, %303
  %305 = load ptr, ptr %71, align 8, !tbaa !5
  store float %304, ptr %305, align 4, !tbaa !42
  %306 = load i32, ptr %26, align 4, !tbaa !12
  %307 = icmp ne i32 %306, 6
  br i1 %307, label %308, label %317

308:                                              ; preds = %297
  %309 = load ptr, ptr %21, align 8, !tbaa !5
  store ptr %309, ptr %67, align 8, !tbaa !5
  %310 = load ptr, ptr %21, align 8, !tbaa !5
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %78, ptr align 8 %10, i64 92, i1 false), !tbaa.struct !11
  %311 = call noundef i32 @_Z17tensorNumElements10TensorDesc(ptr noundef byval(%struct.TensorDesc) align 8 %78)
  %312 = call noundef i32 @_Z7bytesOf8DataType(i32 noundef 3)
  %313 = mul i32 %311, %312
  %314 = zext i32 %313 to i64
  %315 = getelementptr inbounds i8, ptr %310, i64 %314
  store ptr %315, ptr %21, align 8, !tbaa !5
  %316 = getelementptr inbounds %struct.TensorDesc, ptr %10, i32 0, i32 0
  store i32 3, ptr %316, align 8, !tbaa !40
  br label %317

317:                                              ; preds = %308, %297
  %318 = load ptr, ptr %17, align 8, !tbaa !5
  %319 = icmp ne ptr %318, null
  br i1 %319, label %320, label %322

320:                                              ; preds = %317
  %321 = getelementptr inbounds %struct.TensorDesc, ptr %10, i32 0, i32 0
  store i32 6, ptr %321, align 8, !tbaa !40
  br label %322

322:                                              ; preds = %320, %317
  call void @llvm.lifetime.start.p0(i64 8, ptr %79) #8
  store ptr null, ptr %79, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 4, ptr %80) #8
  store float 0.000000e+00, ptr %80, align 4, !tbaa !42
  %323 = load ptr, ptr %23, align 8, !tbaa !5
  %324 = icmp ne ptr %323, null
  br i1 %324, label %325, label %333

325:                                              ; preds = %322
  %326 = getelementptr inbounds %struct.TensorDesc, ptr %10, i32 0, i32 0
  %327 = load i32, ptr %326, align 8, !tbaa !40
  %328 = icmp eq i32 %327, 6
  br i1 %328, label %329, label %333

329:                                              ; preds = %325
  %330 = load ptr, ptr %71, align 8, !tbaa !5
  %331 = load float, ptr %330, align 4, !tbaa !42
  %332 = fdiv float 1.000000e+00, %331
  store float %332, ptr %80, align 4, !tbaa !42
  store ptr %80, ptr %79, align 8, !tbaa !5
  br label %333

333:                                              ; preds = %329, %325, %322
  call void @llvm.lifetime.start.p0(i64 8, ptr %81) #8
  %334 = load ptr, ptr %21, align 8, !tbaa !5
  store ptr %334, ptr %81, align 8, !tbaa !5
  %335 = load ptr, ptr %21, align 8, !tbaa !5
  %336 = load i32, ptr %39, align 4, !tbaa !9
  %337 = call noundef i32 @_Z7bytesOf8DataType(i32 noundef 3)
  %338 = mul i32 %336, %337
  %339 = zext i32 %338 to i64
  %340 = getelementptr inbounds i8, ptr %335, i64 %339
  store ptr %340, ptr %21, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 4, ptr %82) #8
  %341 = load ptr, ptr %19, align 8, !tbaa !5
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %83, ptr align 8 %6, i64 92, i1 false), !tbaa.struct !11
  %342 = load ptr, ptr %18, align 8, !tbaa !5
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %84, ptr align 8 %3, i64 92, i1 false), !tbaa.struct !11
  %343 = load ptr, ptr %71, align 8, !tbaa !5
  %344 = load ptr, ptr %81, align 8, !tbaa !5
  %345 = call noundef i32 @_Z21quantize_bias_offsetCPKv10TensorDesc8DataTypeS0_S1_PKfPv(ptr noundef %341, ptr noundef byval(%struct.TensorDesc) align 8 %83, i32 noundef 3, ptr noundef %342, ptr noundef byval(%struct.TensorDesc) align 8 %84, ptr noundef %343, ptr noundef %344)
  store i32 %345, ptr %82, align 4, !tbaa !17
  %346 = load i32, ptr %82, align 4, !tbaa !17
  %347 = icmp ne i32 %346, 0
  br i1 %347, label %348, label %360

348:                                              ; preds = %333
  call void @llvm.lifetime.start.p0(i64 4, ptr %85) #8
  %349 = call i64 (i64, ...) @syscall(i64 noundef 186) #8
  %350 = trunc i64 %349 to i32
  store i32 %350, ptr %85, align 4, !tbaa !9
  %351 = load i32, ptr %85, align 4, !tbaa !9
  %352 = call i32 (ptr, ...) @printf(ptr noundef @.str, i32 noundef %351)
  %353 = load ptr, ptr @stdout, align 8, !tbaa !5
  %354 = call i32 @fflush(ptr noundef %353)
  %355 = load i32, ptr %82, align 4, !tbaa !17
  %356 = call ptr @ee2str(i32 noundef %355)
  %357 = call i32 (ptr, ...) @printf(ptr noundef @.str.1, ptr noundef %356)
  %358 = load ptr, ptr @stdout, align 8, !tbaa !5
  %359 = call i32 @fflush(ptr noundef %358)
  call void @exit(i32 noundef 1) #9
  unreachable

360:                                              ; preds = %333
  call void @llvm.lifetime.end.p0(i64 4, ptr %82) #8
  %361 = load i32, ptr %39, align 4, !tbaa !9
  %362 = mul i32 %361, 4
  %363 = load ptr, ptr %18, align 8, !tbaa !5
  %364 = zext i32 %362 to i64
  %365 = getelementptr inbounds i8, ptr %363, i64 %364
  store ptr %365, ptr %18, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 4, ptr %86) #8
  %366 = getelementptr inbounds %struct.TensorDesc, ptr %10, i32 0, i32 0
  %367 = load i32, ptr %366, align 8, !tbaa !40
  %368 = call noundef i32 @_Z7bytesOf8DataType(i32 noundef %367)
  store i32 %368, ptr %86, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 8, ptr %87) #8
  %369 = load ptr, ptr %21, align 8, !tbaa !5
  store ptr %369, ptr %87, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 4, ptr %88) #8
  store i32 0, ptr %88, align 4, !tbaa !9
  br label %370

370:                                              ; preds = %686, %360
  %371 = load i32, ptr %88, align 4, !tbaa !9
  %372 = load i32, ptr %30, align 4, !tbaa !9
  %373 = icmp ult i32 %371, %372
  br i1 %373, label %375, label %374

374:                                              ; preds = %370
  store i32 2, ptr %89, align 4
  br label %689

375:                                              ; preds = %370
  call void @llvm.lifetime.start.p0(i64 8, ptr %90) #8
  %376 = load ptr, ptr %16, align 8, !tbaa !5
  %377 = load i32, ptr %88, align 4, !tbaa !9
  %378 = load i32, ptr %31, align 4, !tbaa !9
  %379 = mul i32 %377, %378
  %380 = load i32, ptr %32, align 4, !tbaa !9
  %381 = mul i32 %379, %380
  %382 = load i32, ptr %33, align 4, !tbaa !9
  %383 = mul i32 %381, %382
  %384 = zext i32 %383 to i64
  %385 = getelementptr inbounds i8, ptr %376, i64 %384
  store ptr %385, ptr %90, align 8, !tbaa !5
  %386 = load i32, ptr %27, align 4, !tbaa !14
  %387 = icmp eq i32 %386, 2
  br i1 %387, label %388, label %402

388:                                              ; preds = %375
  %389 = load i32, ptr %58, align 4, !tbaa !9
  %390 = icmp eq i32 %389, 0
  br i1 %390, label %391, label %402

391:                                              ; preds = %388
  %392 = load i32, ptr %59, align 4, !tbaa !9
  %393 = icmp eq i32 %392, 0
  br i1 %393, label %394, label %402

394:                                              ; preds = %391
  %395 = load i32, ptr %60, align 4, !tbaa !9
  %396 = icmp eq i32 %395, 0
  br i1 %396, label %397, label %402

397:                                              ; preds = %394
  %398 = load i32, ptr %61, align 4, !tbaa !9
  %399 = icmp eq i32 %398, 0
  br i1 %399, label %400, label %402

400:                                              ; preds = %397
  %401 = load ptr, ptr %90, align 8, !tbaa !5
  store ptr %401, ptr %87, align 8, !tbaa !5
  br label %410

402:                                              ; preds = %397, %394, %391, %388, %375
  %403 = load i32, ptr %27, align 4, !tbaa !14
  %404 = icmp eq i32 %403, 2
  br i1 %404, label %405, label %408

405:                                              ; preds = %402
  %406 = load ptr, ptr %90, align 8, !tbaa !5
  %407 = load ptr, ptr %87, align 8, !tbaa !5
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %91, ptr align 8 %0, i64 92, i1 false), !tbaa.struct !11
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %92, ptr align 8 %5, i64 108, i1 false), !tbaa.struct !44
  call void @_Z13PaddingNCHWCxPhS_10TensorDesc20ConvolutionParamSpec(ptr noundef %406, ptr noundef %407, ptr noundef byval(%struct.TensorDesc) align 8 %91, ptr noundef byval(%struct.ConvolutionParamSpec) align 8 %92)
  br label %409

408:                                              ; preds = %402
  store i32 51, ptr %15, align 4
  store i32 1, ptr %89, align 4
  br label %683

409:                                              ; preds = %405
  br label %410

410:                                              ; preds = %409, %400
  call void @llvm.lifetime.start.p0(i64 4, ptr %93) #8
  store i32 0, ptr %93, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %94) #8
  store i32 0, ptr %94, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %95) #8
  store i32 0, ptr %95, align 4, !tbaa !9
  br label %411

411:                                              ; preds = %678, %410
  %412 = load i32, ptr %95, align 4, !tbaa !9
  %413 = load i32, ptr %31, align 4, !tbaa !9
  %414 = icmp ult i32 %412, %413
  br i1 %414, label %416, label %415

415:                                              ; preds = %411
  store i32 5, ptr %89, align 4
  call void @llvm.lifetime.end.p0(i64 4, ptr %95) #8
  br label %682

416:                                              ; preds = %411
  %417 = load i32, ptr %31, align 4, !tbaa !9
  %418 = load i32, ptr %95, align 4, !tbaa !9
  %419 = sub i32 %417, %418
  %420 = icmp ult i32 128, %419
  br i1 %420, label %421, label %422

421:                                              ; preds = %416
  br label %426

422:                                              ; preds = %416
  %423 = load i32, ptr %31, align 4, !tbaa !9
  %424 = load i32, ptr %95, align 4, !tbaa !9
  %425 = sub i32 %423, %424
  br label %426

426:                                              ; preds = %422, %421
  %427 = phi i32 [ 128, %421 ], [ %425, %422 ]
  store i32 %427, ptr %94, align 4, !tbaa !9
  %428 = load i32, ptr %95, align 4, !tbaa !9
  %429 = icmp ugt i32 %428, 0
  %430 = zext i1 %429 to i32
  %431 = load i32, ptr %93, align 4, !tbaa !9
  %432 = or i32 %431, %430
  store i32 %432, ptr %93, align 4, !tbaa !9
  %433 = load i32, ptr %95, align 4, !tbaa !9
  %434 = load i32, ptr %31, align 4, !tbaa !9
  %435 = load i32, ptr %94, align 4, !tbaa !9
  %436 = sub i32 %434, %435
  %437 = icmp eq i32 %433, %436
  br i1 %437, label %438, label %452

438:                                              ; preds = %426
  %439 = load ptr, ptr %17, align 8, !tbaa !5
  %440 = icmp ne ptr %439, null
  %441 = zext i1 %440 to i32
  %442 = shl i32 %441, 1
  %443 = load i32, ptr %93, align 4, !tbaa !9
  %444 = or i32 %443, %442
  store i32 %444, ptr %93, align 4, !tbaa !9
  %445 = getelementptr inbounds %struct.ActivationParamSpec, ptr %13, i32 0, i32 0
  %446 = load i32, ptr %445, align 8, !tbaa !48
  %447 = shl i32 %446, 2
  %448 = load i32, ptr %93, align 4, !tbaa !9
  %449 = or i32 %448, %447
  store i32 %449, ptr %93, align 4, !tbaa !9
  %450 = load ptr, ptr %79, align 8, !tbaa !5
  %451 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 15
  store ptr %450, ptr %451, align 8, !tbaa !39
  br label %452

452:                                              ; preds = %438, %426
  %453 = load i32, ptr %93, align 4, !tbaa !9
  %454 = zext i32 %453 to i64
  %455 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 12
  store i64 %454, ptr %455, align 8, !tbaa !50
  call void @llvm.lifetime.start.p0(i64 4, ptr %96) #8
  store i32 8, ptr %96, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %97) #8
  store i32 0, ptr %97, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %98) #8
  store i32 0, ptr %98, align 4, !tbaa !9
  br label %456

456:                                              ; preds = %673, %452
  %457 = load i32, ptr %98, align 4, !tbaa !9
  %458 = load i32, ptr %40, align 4, !tbaa !9
  %459 = load i32, ptr %41, align 4, !tbaa !9
  %460 = mul i32 %458, %459
  %461 = icmp ult i32 %457, %460
  br i1 %461, label %463, label %462

462:                                              ; preds = %456
  store i32 8, ptr %89, align 4
  call void @llvm.lifetime.end.p0(i64 4, ptr %98) #8
  br label %677

463:                                              ; preds = %456
  %464 = load i32, ptr %40, align 4, !tbaa !9
  %465 = load i32, ptr %41, align 4, !tbaa !9
  %466 = mul i32 %464, %465
  %467 = load i32, ptr %98, align 4, !tbaa !9
  %468 = sub i32 %466, %467
  %469 = icmp ult i32 96, %468
  br i1 %469, label %470, label %471

470:                                              ; preds = %463
  br label %477

471:                                              ; preds = %463
  %472 = load i32, ptr %40, align 4, !tbaa !9
  %473 = load i32, ptr %41, align 4, !tbaa !9
  %474 = mul i32 %472, %473
  %475 = load i32, ptr %98, align 4, !tbaa !9
  %476 = sub i32 %474, %475
  br label %477

477:                                              ; preds = %471, %470
  %478 = phi i32 [ 96, %470 ], [ %476, %471 ]
  store i32 %478, ptr %97, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %99) #8
  store i32 0, ptr %99, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %100) #8
  store i32 0, ptr %100, align 4, !tbaa !9
  br label %479

479:                                              ; preds = %668, %477
  %480 = load i32, ptr %100, align 4, !tbaa !9
  %481 = load i32, ptr %39, align 4, !tbaa !9
  %482 = icmp ult i32 %480, %481
  br i1 %482, label %484, label %483

483:                                              ; preds = %479
  store i32 11, ptr %89, align 4
  call void @llvm.lifetime.end.p0(i64 4, ptr %100) #8
  br label %672

484:                                              ; preds = %479
  %485 = load i32, ptr %69, align 4, !tbaa !9
  %486 = load i32, ptr %39, align 4, !tbaa !9
  %487 = load i32, ptr %100, align 4, !tbaa !9
  %488 = sub i32 %486, %487
  %489 = icmp ult i32 %485, %488
  br i1 %489, label %490, label %492

490:                                              ; preds = %484
  %491 = load i32, ptr %69, align 4, !tbaa !9
  br label %496

492:                                              ; preds = %484
  %493 = load i32, ptr %39, align 4, !tbaa !9
  %494 = load i32, ptr %100, align 4, !tbaa !9
  %495 = sub i32 %493, %494
  br label %496

496:                                              ; preds = %492, %490
  %497 = phi i32 [ %491, %490 ], [ %495, %492 ]
  store i32 %497, ptr %99, align 4, !tbaa !9
  %498 = load i32, ptr %99, align 4, !tbaa !9
  %499 = lshr i32 %498, 3
  %500 = sub i32 %499, 1
  %501 = zext i32 %500 to i64
  %502 = getelementptr inbounds [3 x i32], ptr %53, i64 0, i64 %501
  %503 = load i32, ptr %502, align 4, !tbaa !9
  store i32 %503, ptr %99, align 4, !tbaa !9
  %504 = load ptr, ptr %81, align 8, !tbaa !5
  %505 = load i32, ptr %100, align 4, !tbaa !9
  %506 = zext i32 %505 to i64
  %507 = getelementptr inbounds i32, ptr %504, i64 %506
  %508 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 5
  store ptr %507, ptr %508, align 8, !tbaa !51
  call void @llvm.lifetime.start.p0(i64 8, ptr %101) #8
  %509 = load ptr, ptr %87, align 8, !tbaa !5
  %510 = load i32, ptr %95, align 4, !tbaa !9
  %511 = load i32, ptr %64, align 4, !tbaa !9
  %512 = mul i32 %510, %511
  %513 = load i32, ptr %65, align 4, !tbaa !9
  %514 = mul i32 %512, %513
  %515 = zext i32 %514 to i64
  %516 = getelementptr inbounds i8, ptr %509, i64 %515
  store ptr %516, ptr %101, align 8, !tbaa !5
  call void @llvm.lifetime.start.p0(i64 4, ptr %102) #8
  store i32 8, ptr %102, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %103) #8
  %517 = load i32, ptr %99, align 4, !tbaa !9
  %518 = lshr i32 %517, 3
  %519 = sub i32 %518, 1
  %520 = zext i32 %519 to i64
  %521 = getelementptr inbounds [3 x i32], ptr %54, i64 0, i64 %520
  %522 = load i32, ptr %521, align 4, !tbaa !9
  store i32 %522, ptr %103, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %104) #8
  %523 = load i32, ptr %98, align 4, !tbaa !9
  store i32 %523, ptr %104, align 4, !tbaa !9
  br label %524

524:                                              ; preds = %663, %496
  %525 = load i32, ptr %104, align 4, !tbaa !9
  %526 = load i32, ptr %98, align 4, !tbaa !9
  %527 = load i32, ptr %97, align 4, !tbaa !9
  %528 = add i32 %526, %527
  %529 = icmp ult i32 %525, %528
  br i1 %529, label %531, label %530

530:                                              ; preds = %524
  store i32 14, ptr %89, align 4
  call void @llvm.lifetime.end.p0(i64 4, ptr %104) #8
  br label %667

531:                                              ; preds = %524
  %532 = load i32, ptr %98, align 4, !tbaa !9
  %533 = load i32, ptr %97, align 4, !tbaa !9
  %534 = add i32 %532, %533
  %535 = load i32, ptr %104, align 4, !tbaa !9
  %536 = sub i32 %534, %535
  %537 = load i32, ptr %103, align 4, !tbaa !9
  %538 = icmp ult i32 %536, %537
  br i1 %538, label %539, label %545

539:                                              ; preds = %531
  %540 = load i32, ptr %98, align 4, !tbaa !9
  %541 = load i32, ptr %97, align 4, !tbaa !9
  %542 = add i32 %540, %541
  %543 = load i32, ptr %104, align 4, !tbaa !9
  %544 = sub i32 %542, %543
  br label %547

545:                                              ; preds = %531
  %546 = load i32, ptr %103, align 4, !tbaa !9
  br label %547

547:                                              ; preds = %545, %539
  %548 = phi i32 [ %544, %539 ], [ %546, %545 ]
  store i32 %548, ptr %102, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %105) #8
  store i32 0, ptr %105, align 4, !tbaa !9
  br label %549

549:                                              ; preds = %586, %547
  %550 = load i32, ptr %105, align 4, !tbaa !9
  %551 = load i32, ptr %102, align 4, !tbaa !9
  %552 = icmp ult i32 %550, %551
  br i1 %552, label %554, label %553

553:                                              ; preds = %549
  store i32 17, ptr %89, align 4
  call void @llvm.lifetime.end.p0(i64 4, ptr %105) #8
  br label %589

554:                                              ; preds = %549
  call void @llvm.lifetime.start.p0(i64 4, ptr %106) #8
  %555 = load i32, ptr %104, align 4, !tbaa !9
  %556 = load i32, ptr %105, align 4, !tbaa !9
  %557 = add i32 %555, %556
  %558 = load i32, ptr %41, align 4, !tbaa !9
  %559 = udiv i32 %557, %558
  %560 = load i32, ptr %56, align 4, !tbaa !9
  %561 = mul i32 %559, %560
  store i32 %561, ptr %106, align 4, !tbaa !9
  call void @llvm.lifetime.start.p0(i64 4, ptr %107) #8
  %562 = load i32, ptr %104, align 4, !tbaa !9
  %563 = load i32, ptr %105, align 4, !tbaa !9
  %564 = add i32 %562, %563
  %565 = load i32, ptr %41, align 4, !tbaa !9
  %566 = urem i32 %564, %565
  %567 = load i32, ptr %57, align 4, !tbaa !9
  %568 = mul i32 %566, %567
  store i32 %568, ptr %107, align 4, !tbaa !9
  %569 = load ptr, ptr %101, align 8, !tbaa !5
  %570 = load i32, ptr %106, align 4, !tbaa !9
  %571 = load i32, ptr %65, align 4, !tbaa !9
  %572 = mul i32 %570, %571
  %573 = load i32, ptr %96, align 4, !tbaa !9
  %574 = mul i32 %572, %573
  %575 = zext i32 %574 to i64
  %576 = getelementptr inbounds i8, ptr %569, i64 %575
  %577 = load i32, ptr %107, align 4, !tbaa !9
  %578 = load i32, ptr %96, align 4, !tbaa !9
  %579 = mul i32 %577, %578
  %580 = zext i32 %579 to i64
  %581 = getelementptr inbounds i8, ptr %576, i64 %580
  %582 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 0
  %583 = load i32, ptr %105, align 4, !tbaa !9
  %584 = zext i32 %583 to i64
  %585 = getelementptr inbounds [12 x ptr], ptr %582, i64 0, i64 %584
  store ptr %581, ptr %585, align 8, !tbaa !5
  call void @llvm.lifetime.end.p0(i64 4, ptr %107) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %106) #8
  br label %586

586:                                              ; preds = %554
  %587 = load i32, ptr %105, align 4, !tbaa !9
  %588 = add i32 %587, 1
  store i32 %588, ptr %105, align 4, !tbaa !9
  br label %549, !llvm.loop !52

589:                                              ; preds = %553
  %590 = load ptr, ptr %67, align 8, !tbaa !5
  %591 = load i32, ptr %88, align 4, !tbaa !9
  %592 = load i32, ptr %39, align 4, !tbaa !9
  %593 = mul i32 %591, %592
  %594 = load i32, ptr %100, align 4, !tbaa !9
  %595 = add i32 %593, %594
  %596 = load i32, ptr %66, align 4, !tbaa !9
  %597 = mul i32 %595, %596
  %598 = load i32, ptr %104, align 4, !tbaa !9
  %599 = load i32, ptr %96, align 4, !tbaa !9
  %600 = mul i32 %598, %599
  %601 = add i32 %597, %600
  %602 = load i32, ptr %86, align 4, !tbaa !9
  %603 = mul i32 %601, %602
  %604 = zext i32 %603 to i64
  %605 = getelementptr inbounds i8, ptr %590, i64 %604
  %606 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 2
  store ptr %605, ptr %606, align 8, !tbaa !54
  %607 = load ptr, ptr %17, align 8, !tbaa !5
  %608 = load i32, ptr %88, align 4, !tbaa !9
  %609 = load i32, ptr %39, align 4, !tbaa !9
  %610 = mul i32 %608, %609
  %611 = load i32, ptr %100, align 4, !tbaa !9
  %612 = add i32 %610, %611
  %613 = load i32, ptr %66, align 4, !tbaa !9
  %614 = mul i32 %612, %613
  %615 = zext i32 %614 to i64
  %616 = getelementptr inbounds float, ptr %607, i64 %615
  %617 = load i32, ptr %104, align 4, !tbaa !9
  %618 = load i32, ptr %96, align 4, !tbaa !9
  %619 = mul i32 %617, %618
  %620 = zext i32 %619 to i64
  %621 = getelementptr inbounds float, ptr %616, i64 %620
  %622 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 3
  store ptr %621, ptr %622, align 8, !tbaa !55
  %623 = load ptr, ptr %18, align 8, !tbaa !5
  %624 = load i32, ptr %100, align 4, !tbaa !9
  %625 = load i32, ptr %31, align 4, !tbaa !9
  %626 = mul i32 %624, %625
  %627 = load i32, ptr %36, align 4, !tbaa !9
  %628 = mul i32 %626, %627
  %629 = load i32, ptr %37, align 4, !tbaa !9
  %630 = mul i32 %628, %629
  %631 = zext i32 %630 to i64
  %632 = getelementptr inbounds i8, ptr %623, i64 %631
  %633 = load i32, ptr %99, align 4, !tbaa !9
  %634 = load i32, ptr %95, align 4, !tbaa !9
  %635 = mul i32 %633, %634
  %636 = load i32, ptr %36, align 4, !tbaa !9
  %637 = mul i32 %635, %636
  %638 = load i32, ptr %37, align 4, !tbaa !9
  %639 = mul i32 %637, %638
  %640 = zext i32 %639 to i64
  %641 = getelementptr inbounds i8, ptr %632, i64 %640
  %642 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 1
  store ptr %641, ptr %642, align 8, !tbaa !56
  %643 = load i32, ptr %94, align 4, !tbaa !9
  %644 = udiv i32 %643, 8
  %645 = zext i32 %644 to i64
  %646 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 6
  store i64 %645, ptr %646, align 8, !tbaa !57
  %647 = load i32, ptr %37, align 4, !tbaa !9
  %648 = zext i32 %647 to i64
  %649 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 7
  store i64 %648, ptr %649, align 8, !tbaa !35
  %650 = load i32, ptr %36, align 4, !tbaa !9
  %651 = zext i32 %650 to i64
  %652 = getelementptr inbounds %struct.ConvControllerAVX, ptr %68, i32 0, i32 8
  store i64 %651, ptr %652, align 8, !tbaa !36
  %653 = load i32, ptr %102, align 4, !tbaa !9
  %654 = sub i32 %653, 1
  %655 = zext i32 %654 to i64
  %656 = getelementptr inbounds [8 x [3 x ptr]], ptr %55, i64 0, i64 %655
  %657 = load i32, ptr %99, align 4, !tbaa !9
  %658 = lshr i32 %657, 3
  %659 = sub i32 %658, 1
  %660 = zext i32 %659 to i64
  %661 = getelementptr inbounds [3 x ptr], ptr %656, i64 0, i64 %660
  %662 = load ptr, ptr %661, align 8, !tbaa !5
  call void %662(ptr noundef nonnull align 8 dereferenceable(216) %68)
  br label %663

663:                                              ; preds = %589
  %664 = load i32, ptr %102, align 4, !tbaa !9
  %665 = load i32, ptr %104, align 4, !tbaa !9
  %666 = add i32 %665, %664
  store i32 %666, ptr %104, align 4, !tbaa !9
  br label %524, !llvm.loop !58

667:                                              ; preds = %530
  call void @llvm.lifetime.end.p0(i64 4, ptr %103) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %102) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %101) #8
  br label %668

668:                                              ; preds = %667
  %669 = load i32, ptr %99, align 4, !tbaa !9
  %670 = load i32, ptr %100, align 4, !tbaa !9
  %671 = add i32 %670, %669
  store i32 %671, ptr %100, align 4, !tbaa !9
  br label %479, !llvm.loop !59

672:                                              ; preds = %483
  call void @llvm.lifetime.end.p0(i64 4, ptr %99) #8
  br label %673

673:                                              ; preds = %672
  %674 = load i32, ptr %97, align 4, !tbaa !9
  %675 = load i32, ptr %98, align 4, !tbaa !9
  %676 = add i32 %675, %674
  store i32 %676, ptr %98, align 4, !tbaa !9
  br label %456, !llvm.loop !60

677:                                              ; preds = %462
  call void @llvm.lifetime.end.p0(i64 4, ptr %97) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %96) #8
  br label %678

678:                                              ; preds = %677
  %679 = load i32, ptr %94, align 4, !tbaa !9
  %680 = load i32, ptr %95, align 4, !tbaa !9
  %681 = add i32 %680, %679
  store i32 %681, ptr %95, align 4, !tbaa !9
  br label %411, !llvm.loop !61

682:                                              ; preds = %415
  call void @llvm.lifetime.end.p0(i64 4, ptr %94) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %93) #8
  store i32 0, ptr %89, align 4
  br label %683

683:                                              ; preds = %682, %408
  call void @llvm.lifetime.end.p0(i64 8, ptr %90) #8
  %684 = load i32, ptr %89, align 4
  switch i32 %684, label %689 [
    i32 0, label %685
  ]

685:                                              ; preds = %683
  br label %686

686:                                              ; preds = %685
  %687 = load i32, ptr %88, align 4, !tbaa !9
  %688 = add i32 %687, 1
  store i32 %688, ptr %88, align 4, !tbaa !9
  br label %370, !llvm.loop !62

689:                                              ; preds = %683, %374
  call void @llvm.lifetime.end.p0(i64 4, ptr %88) #8
  %690 = load i32, ptr %89, align 4
  switch i32 %690, label %723 [
    i32 2, label %691
  ]

691:                                              ; preds = %689
  %692 = load i32, ptr %26, align 4, !tbaa !12
  %693 = icmp eq i32 %692, 10
  br i1 %693, label %694, label %722

694:                                              ; preds = %691
  call void @llvm.lifetime.start.p0(i64 8, ptr %108) #8
  store float -1.000000e+00, ptr %108, align 4, !tbaa !42
  %695 = getelementptr inbounds float, ptr %108, i64 1
  %696 = load ptr, ptr %71, align 8, !tbaa !5
  %697 = getelementptr inbounds float, ptr %696, i64 0
  %698 = load float, ptr %697, align 4, !tbaa !42
  store float %698, ptr %695, align 4, !tbaa !42
  call void @llvm.lifetime.start.p0(i64 92, ptr %109) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %109, ptr align 8 %10, i64 92, i1 false), !tbaa.struct !11
  %699 = getelementptr inbounds %struct.TensorDesc, ptr %109, i32 0, i32 0
  store i32 10, ptr %699, align 4, !tbaa !40
  call void @llvm.lifetime.start.p0(i64 4, ptr %110) #8
  call void @llvm.memcpy.p0.p0.i64(ptr align 4 %111, ptr align 8 %10, i64 92, i1 false), !tbaa.struct !11
  %700 = load ptr, ptr %67, align 8, !tbaa !5
  %701 = load ptr, ptr %22, align 8, !tbaa !5
  %702 = getelementptr inbounds [2 x float], ptr %108, i64 0, i64 0
  %703 = call noundef i32 @_Z12quantize_x8610TensorDescPKvPS_PvPfi(ptr noundef byval(%struct.TensorDesc) align 8 %111, ptr noundef %700, ptr noundef %109, ptr noundef %701, ptr noundef %702, i32 noundef 0)
  store i32 %703, ptr %110, align 4, !tbaa !17
  %704 = load i32, ptr %110, align 4, !tbaa !17
  %705 = icmp ne i32 %704, 0
  br i1 %705, label %706, label %718

706:                                              ; preds = %694
  call void @llvm.lifetime.start.p0(i64 4, ptr %112) #8
  %707 = call i64 (i64, ...) @syscall(i64 noundef 186) #8
  %708 = trunc i64 %707 to i32
  store i32 %708, ptr %112, align 4, !tbaa !9
  %709 = load i32, ptr %112, align 4, !tbaa !9
  %710 = call i32 (ptr, ...) @printf(ptr noundef @.str, i32 noundef %709)
  %711 = load ptr, ptr @stdout, align 8, !tbaa !5
  %712 = call i32 @fflush(ptr noundef %711)
  %713 = load i32, ptr %110, align 4, !tbaa !17
  %714 = call ptr @ee2str(i32 noundef %713)
  %715 = call i32 (ptr, ...) @printf(ptr noundef @.str.1, ptr noundef %714)
  %716 = load ptr, ptr @stdout, align 8, !tbaa !5
  %717 = call i32 @fflush(ptr noundef %716)
  call void @exit(i32 noundef 1) #9
  unreachable

718:                                              ; preds = %694
  call void @llvm.lifetime.end.p0(i64 4, ptr %110) #8
  %719 = getelementptr inbounds [2 x float], ptr %108, i64 0, i64 0
  %720 = load float, ptr %719, align 4, !tbaa !42
  %721 = load ptr, ptr %71, align 8, !tbaa !5
  store float %720, ptr %721, align 4, !tbaa !42
  call void @llvm.lifetime.end.p0(i64 92, ptr %109) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %108) #8
  br label %722

722:                                              ; preds = %718, %691
  store i32 0, ptr %15, align 4
  store i32 1, ptr %89, align 4
  br label %723

723:                                              ; preds = %722, %689
  call void @llvm.lifetime.end.p0(i64 8, ptr %87) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %86) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %81) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %80) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %79) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %72) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %71) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %70) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %69) #8
  call void @llvm.lifetime.end.p0(i64 216, ptr %68) #8
  call void @llvm.lifetime.end.p0(i64 8, ptr %67) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %66) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %65) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %64) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %63) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %62) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %61) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %60) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %59) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %58) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %57) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %56) #8
  call void @llvm.lifetime.end.p0(i64 192, ptr %55) #8
  call void @llvm.lifetime.end.p0(i64 12, ptr %54) #8
  call void @llvm.lifetime.end.p0(i64 12, ptr %53) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %41) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %40) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %39) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %38) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %37) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %36) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %35) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %34) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %33) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %32) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %31) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %30) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %29) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %28) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %27) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %26) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %25) #8
  call void @llvm.lifetime.end.p0(i64 4, ptr %24) #8
  %724 = load i32, ptr %15, align 4
  ret i32 %724
}

; Function Attrs: nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
declare void @llvm.lifetime.start.p0(i64 immarg, ptr nocapture) #1

; Function Attrs: inlinehint mustprogress nounwind uwtable
declare dso_local noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef, ptr noundef, ptr noundef, ptr noundef, ptr noundef, ptr noundef) #2

; Function Attrs: nocallback nofree nounwind willreturn memory(argmem: readwrite)
declare void @llvm.memcpy.p0.p0.i64(ptr noalias nocapture writeonly, ptr noalias nocapture readonly, i64, i1 immarg) #3

; Function Attrs: nounwind
declare i64 @syscall(i64 noundef, ...) #4

declare i32 @printf(ptr noundef, ...) #5

declare i32 @fflush(ptr noundef) #5

; Function Attrs: inlinehint mustprogress nounwind uwtable
declare dso_local ptr @ee2str(i32 noundef) #2

; Function Attrs: noreturn nounwind
declare void @exit(i32 noundef) #6

; Function Attrs: nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
declare void @llvm.lifetime.end.p0(i64 immarg, ptr nocapture) #1

declare noundef i32 @_Z12quantize_x8610TensorDescPKvPS_PvPfi(ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef, ptr noundef, ptr noundef, ptr noundef, i32 noundef) #5

; Function Attrs: inlinehint mustprogress uwtable
declare dso_local noundef i32 @_Z14tensorNumBytes10TensorDesc(ptr noundef byval(%struct.TensorDesc) align 8) #7

; Function Attrs: inlinehint mustprogress nounwind uwtable
declare dso_local noundef i32 @_Z17tensorNumElements10TensorDesc(ptr noundef byval(%struct.TensorDesc) align 8) #2

; Function Attrs: inlinehint mustprogress uwtable
declare dso_local noundef i32 @_Z7bytesOf8DataType(i32 noundef) #7

declare noundef i32 @_Z21quantize_bias_offsetCPKv10TensorDesc8DataTypeS0_S1_PKfPv(ptr noundef, ptr noundef byval(%struct.TensorDesc) align 8, i32 noundef, ptr noundef, ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef, ptr noundef) #5

; Function Attrs: inlinehint mustprogress uwtable
declare dso_local void @_Z13PaddingNCHWCxPhS_10TensorDesc20ConvolutionParamSpec(ptr noundef, ptr noundef, ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef byval(%struct.ConvolutionParamSpec) align 8) #7

attributes #0 = { mustprogress uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #1 = { nocallback nofree nosync nounwind willreturn memory(argmem: readwrite) }
attributes #2 = { inlinehint mustprogress nounwind uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #3 = { nocallback nofree nounwind willreturn memory(argmem: readwrite) }
attributes #4 = { nounwind "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #5 = { "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #6 = { noreturn nounwind "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #7 = { inlinehint mustprogress uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #8 = { nounwind }
attributes #9 = { noreturn nounwind }

!llvm.module.flags = !{!0, !1, !2, !3}
!llvm.ident = !{!4}

!0 = !{i32 1, !"wchar_size", i32 4}
!1 = !{i32 8, !"PIC Level", i32 2}
!2 = !{i32 7, !"PIE Level", i32 2}
!3 = !{i32 7, !"uwtable", i32 2}
!4 = !{!"clang version 19.1.0 (git@github.com:llvm/llvm-project.git a4bf6cd7cfb1a1421ba92bca9d017b49936c55e4)"}
!5 = !{!6, !6, i64 0}
!6 = !{!"any pointer", !7, i64 0}
!7 = !{!"omnipotent char", !8, i64 0}
!8 = !{!"Simple C++ TBAA"}
!9 = !{!10, !10, i64 0}
!10 = !{!"int", !7, i64 0}
!11 = !{i64 0, i64 4, !12, i64 4, i64 4, !14, i64 8, i64 4, !9, i64 12, i64 80, !16}
!12 = !{!13, !13, i64 0}
!13 = !{!"_ZTS8DataType", !7, i64 0}
!14 = !{!15, !15, i64 0}
!15 = !{!"_ZTS10DataFormat", !7, i64 0}
!16 = !{!7, !7, i64 0}
!17 = !{!18, !18, i64 0}
!18 = !{!"_ZTS2EE", !7, i64 0}
!19 = !{!20, !10, i64 20}
!20 = !{!"_ZTS20ConvolutionParamSpec", !10, i64 0, !10, i64 4, !10, i64 8, !10, i64 12, !10, i64 16, !10, i64 20, !10, i64 24, !10, i64 28, !10, i64 32, !10, i64 36, !10, i64 40, !10, i64 44, !10, i64 48, !10, i64 52, !10, i64 56, !10, i64 60, !10, i64 64, !10, i64 68, !21, i64 72, !22, i64 76, !22, i64 80, !7, i64 84, !23, i64 92, !10, i64 96, !10, i64 100, !10, i64 104}
!21 = !{!"_ZTS15ConvolutionMode", !7, i64 0}
!22 = !{!"_ZTS14ActivationMode", !7, i64 0}
!23 = !{!"_ZTS9RoundMode", !7, i64 0}
!24 = !{!20, !10, i64 24}
!25 = !{!20, !10, i64 36}
!26 = !{!20, !10, i64 40}
!27 = !{!20, !10, i64 44}
!28 = !{!20, !10, i64 48}
!29 = !{!20, !10, i64 60}
!30 = !{!20, !10, i64 64}
!31 = !{!32, !33, i64 176}
!32 = !{!"_ZTS17ConvControllerAVX", !7, i64 0, !6, i64 96, !6, i64 104, !6, i64 112, !6, i64 120, !6, i64 128, !33, i64 136, !33, i64 144, !33, i64 152, !33, i64 160, !33, i64 168, !33, i64 176, !33, i64 184, !33, i64 192, !33, i64 200, !6, i64 208}
!33 = !{!"long", !7, i64 0}
!34 = !{!32, !33, i64 160}
!35 = !{!32, !33, i64 144}
!36 = !{!32, !33, i64 152}
!37 = !{!32, !33, i64 168}
!38 = !{!32, !33, i64 192}
!39 = !{!32, !6, i64 208}
!40 = !{!41, !13, i64 0}
!41 = !{!"_ZTS10TensorDesc", !13, i64 0, !15, i64 4, !10, i64 8, !7, i64 12}
!42 = !{!43, !43, i64 0}
!43 = !{!"float", !7, i64 0}
!44 = !{i64 0, i64 4, !9, i64 4, i64 4, !9, i64 8, i64 4, !9, i64 12, i64 4, !9, i64 16, i64 4, !9, i64 20, i64 4, !9, i64 24, i64 4, !9, i64 28, i64 4, !9, i64 32, i64 4, !9, i64 36, i64 4, !9, i64 40, i64 4, !9, i64 44, i64 4, !9, i64 48, i64 4, !9, i64 52, i64 4, !9, i64 56, i64 4, !9, i64 60, i64 4, !9, i64 64, i64 4, !9, i64 68, i64 4, !9, i64 72, i64 4, !45, i64 76, i64 4, !46, i64 80, i64 4, !46, i64 84, i64 8, !16, i64 92, i64 4, !47, i64 96, i64 4, !9, i64 100, i64 4, !9, i64 104, i64 4, !9}
!45 = !{!21, !21, i64 0}
!46 = !{!22, !22, i64 0}
!47 = !{!23, !23, i64 0}
!48 = !{!49, !22, i64 0}
!49 = !{!"_ZTS19ActivationParamSpec", !22, i64 0, !7, i64 4}
!50 = !{!32, !33, i64 184}
!51 = !{!32, !6, i64 128}
!52 = distinct !{!52, !53}
!53 = !{!"llvm.loop.mustprogress"}
!54 = !{!32, !6, i64 104}
!55 = !{!32, !6, i64 112}
!56 = !{!32, !6, i64 96}
!57 = !{!32, !33, i64 136}
!58 = distinct !{!58, !53}
!59 = distinct !{!59, !53}
!60 = distinct !{!60, !53}
!61 = distinct !{!61, !53}
!62 = distinct !{!62, !53}


; Optimized IR (opt -passes='default<O3>'):
target datalayout = "e-m:e-p270:32:32-p271:32:32-p272:64:64-i64:64-i128:128-f80:128-n8:16:32:64-S128"
target triple = "x86_64-unknown-linux-gnu"

%struct.TensorDesc = type { i32, i32, i32, [20 x i32] }
%struct.ConvolutionParamSpec = type { i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, i32, %union.ActivationSpec, i32, i32, i32, i32 }
%union.ActivationSpec = type { %struct.ClipParamSpec }
%struct.ClipParamSpec = type { float, float }
%struct.ActivationParamSpec = type { i32, [4 x float] }
%struct.ConvControllerAVX = type { [12 x ptr], ptr, ptr, ptr, ptr, ptr, i64, i64, i64, i64, i64, i64, i64, i64, i64, ptr }

@.str = external hidden unnamed_addr constant [20 x i8], align 1
@stdout = external local_unnamed_addr global ptr, align 8
@.str.1 = external hidden unnamed_addr constant [18 x i8], align 1
@__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.ocSizeArray = external hidden unnamed_addr constant [3 x i32], align 4
@__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.wSizeArray = external hidden unnamed_addr constant [3 x i32], align 4
@__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.kernel = external hidden unnamed_addr constant [8 x [3 x ptr]], align 16

; Function Attrs: mustprogress uwtable
define dso_local noundef i32 @_Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec(ptr nocapture noundef readonly byval(%struct.TensorDesc) align 8 %0, ptr noundef %1, ptr noundef %2, ptr nocapture noundef readonly byval(%struct.TensorDesc) align 8 %3, ptr noundef %4, ptr nocapture noundef readonly byval(%struct.ConvolutionParamSpec) align 8 %5, ptr nocapture noundef readonly byval(%struct.TensorDesc) align 8 %6, ptr noundef %7, i32 noundef %8, ptr noundef %9, ptr nocapture noundef byval(%struct.TensorDesc) align 8 %10, ptr noundef %11, ptr noundef %12, ptr nocapture noundef readonly byval(%struct.ActivationParamSpec) align 8 %13) local_unnamed_addr #0 {
  %15 = alloca i32, align 4
  %16 = alloca i32, align 4
  %17 = alloca i32, align 4
  %18 = alloca i32, align 4
  %19 = alloca i32, align 4
  %20 = alloca i32, align 4
  %21 = alloca i32, align 4
  %22 = alloca i32, align 4
  %23 = alloca i32, align 4
  %24 = alloca i32, align 4
  %25 = alloca i32, align 4
  %26 = alloca i32, align 4
  %27 = alloca i32, align 4
  %28 = alloca i32, align 4
  %29 = alloca i32, align 4
  %30 = alloca i32, align 4
  %31 = alloca i32, align 4
  %32 = alloca i32, align 4
  %33 = alloca %struct.ConvControllerAVX, align 8
  %34 = alloca %struct.TensorDesc, align 8
  %35 = alloca float, align 4
  %36 = alloca [2 x float], align 4
  %37 = alloca %struct.TensorDesc, align 4
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %15) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %16) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %17) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %18) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %19) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %20) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %21) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %22) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %23) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %24) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %25) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %26) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %27) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %28) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %29) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %30) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %31) #10
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %32) #10
  %38 = call noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef nonnull byval(%struct.TensorDesc) align 8 %0, ptr noundef nonnull %15, ptr noundef nonnull %18, ptr noundef nonnull %21, ptr noundef nonnull %22, ptr noundef nonnull %23, ptr noundef nonnull %24)
  %.not = icmp eq i32 %38, 0
  br i1 %.not, label %49, label %39

39:                                               ; preds = %14
  %40 = call i64 (i64, ...) @syscall(i64 noundef 186) #10
  %41 = trunc i64 %40 to i32
  %42 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str, i32 noundef %41)
  %43 = load ptr, ptr @stdout, align 8, !tbaa !5
  %44 = call i32 @fflush(ptr noundef %43)
  %45 = call ptr @ee2str(i32 noundef %38)
  %46 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str.1, ptr noundef %45)
  %47 = load ptr, ptr @stdout, align 8, !tbaa !5
  %48 = call i32 @fflush(ptr noundef %47)
  call void @exit(i32 noundef 1) #11
  unreachable

49:                                               ; preds = %14
  %50 = call noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef nonnull byval(%struct.TensorDesc) align 8 %3, ptr noundef nonnull %16, ptr noundef nonnull %19, ptr noundef nonnull %25, ptr noundef nonnull %26, ptr noundef nonnull %27, ptr noundef nonnull %28)
  %.not204 = icmp eq i32 %50, 0
  br i1 %.not204, label %61, label %51

51:                                               ; preds = %49
  %52 = call i64 (i64, ...) @syscall(i64 noundef 186) #10
  %53 = trunc i64 %52 to i32
  %54 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str, i32 noundef %53)
  %55 = load ptr, ptr @stdout, align 8, !tbaa !5
  %56 = call i32 @fflush(ptr noundef %55)
  %57 = call ptr @ee2str(i32 noundef %50)
  %58 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str.1, ptr noundef %57)
  %59 = load ptr, ptr @stdout, align 8, !tbaa !5
  %60 = call i32 @fflush(ptr noundef %59)
  call void @exit(i32 noundef 1) #11
  unreachable

61:                                               ; preds = %49
  %62 = call noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef nonnull byval(%struct.TensorDesc) align 8 %10, ptr noundef nonnull %17, ptr noundef nonnull %20, ptr noundef nonnull %29, ptr noundef nonnull %30, ptr noundef nonnull %31, ptr noundef nonnull %32)
  %.not205 = icmp eq i32 %62, 0
  br i1 %.not205, label %73, label %63

63:                                               ; preds = %61
  %64 = call i64 (i64, ...) @syscall(i64 noundef 186) #10
  %65 = trunc i64 %64 to i32
  %66 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str, i32 noundef %65)
  %67 = load ptr, ptr @stdout, align 8, !tbaa !5
  %68 = call i32 @fflush(ptr noundef %67)
  %69 = call ptr @ee2str(i32 noundef %62)
  %70 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str.1, ptr noundef %69)
  %71 = load ptr, ptr @stdout, align 8, !tbaa !5
  %72 = call i32 @fflush(ptr noundef %71)
  call void @exit(i32 noundef 1) #11
  unreachable

73:                                               ; preds = %61
  %74 = load i32, ptr %18, align 4
  %75 = icmp eq i32 %74, 15
  br i1 %75, label %.thread258, label %76

.thread258:                                       ; preds = %73
  store i32 0, ptr %18, align 4, !tbaa !9
  br label %80

76:                                               ; preds = %73
  %77 = load i32, ptr %19, align 4, !tbaa !9
  %78 = icmp ne i32 %77, 42
  %79 = icmp ne i32 %74, 2
  %or.cond = or i1 %78, %79
  br i1 %or.cond, label %80, label %90

80:                                               ; preds = %.thread258, %76
  %81 = call i64 (i64, ...) @syscall(i64 noundef 186) #10
  %82 = trunc i64 %81 to i32
  %83 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str, i32 noundef %82)
  %84 = load ptr, ptr @stdout, align 8, !tbaa !5
  %85 = call i32 @fflush(ptr noundef %84)
  %86 = call ptr @ee2str(i32 noundef 2)
  %87 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str.1, ptr noundef %86)
  %88 = load ptr, ptr @stdout, align 8, !tbaa !5
  %89 = call i32 @fflush(ptr noundef %88)
  call void @exit(i32 noundef 1) #11
  unreachable

90:                                               ; preds = %76
  %91 = getelementptr inbounds i8, ptr %5, i64 20
  %92 = load i32, ptr %91, align 4, !tbaa !11
  %93 = getelementptr inbounds i8, ptr %5, i64 24
  %94 = load i32, ptr %93, align 8, !tbaa !17
  %95 = getelementptr inbounds i8, ptr %5, i64 36
  %96 = load i32, ptr %95, align 4, !tbaa !18
  %97 = getelementptr inbounds i8, ptr %5, i64 40
  %98 = load i32, ptr %97, align 8, !tbaa !19
  %99 = getelementptr inbounds i8, ptr %5, i64 44
  %100 = load i32, ptr %99, align 4, !tbaa !20
  %101 = getelementptr inbounds i8, ptr %5, i64 48
  %102 = load i32, ptr %101, align 8, !tbaa !21
  %103 = getelementptr inbounds i8, ptr %5, i64 60
  %104 = load i32, ptr %103, align 4, !tbaa !22
  %105 = getelementptr inbounds i8, ptr %5, i64 64
  %106 = load i32, ptr %105, align 8, !tbaa !23
  %107 = load i32, ptr %23, align 4, !tbaa !24
  %108 = add i32 %98, %96
  %109 = add i32 %108, %107
  %110 = load i32, ptr %24, align 4, !tbaa !24
  %111 = add i32 %102, %100
  %112 = add i32 %111, %110
  %113 = load i32, ptr %31, align 4, !tbaa !24
  %114 = load i32, ptr %32, align 4, !tbaa !24
  %115 = mul i32 %114, %113
  call void @llvm.lifetime.start.p0(i64 216, ptr nonnull %33) #10
  %116 = shl i32 %115, 5
  %117 = zext i32 %116 to i64
  %118 = getelementptr inbounds i8, ptr %33, i64 176
  store i64 %117, ptr %118, align 8, !tbaa !25
  %119 = shl nsw i32 %106, 3
  %120 = sext i32 %119 to i64
  %121 = getelementptr inbounds i8, ptr %33, i64 160
  store i64 %120, ptr %121, align 8, !tbaa !28
  %122 = load i32, ptr %28, align 4, !tbaa !24
  %123 = zext i32 %122 to i64
  %124 = getelementptr inbounds i8, ptr %33, i64 144
  store i64 %123, ptr %124, align 8, !tbaa !29
  %125 = load i32, ptr %27, align 4, !tbaa !24
  %126 = zext i32 %125 to i64
  %127 = getelementptr inbounds i8, ptr %33, i64 152
  store i64 %126, ptr %127, align 8, !tbaa !30
  %128 = sext i32 %112 to i64
  %129 = sext i32 %106 to i64
  %130 = mul nsw i64 %123, %129
  %131 = add nsw i32 %104, -1
  %132 = mul nsw i32 %112, %131
  %133 = sext i32 %132 to i64
  %134 = add nsw i64 %133, %128
  %135 = sub i64 %134, %130
  %136 = shl nsw i64 %135, 3
  %137 = getelementptr inbounds i8, ptr %33, i64 168
  store i64 %136, ptr %137, align 8, !tbaa !31
  %138 = sext i32 %109 to i64
  %139 = sext i32 %104 to i64
  %140 = mul nsw i64 %126, %139
  %141 = sub nsw i64 %138, %140
  %142 = shl nsw i64 %128, 3
  %143 = mul i64 %142, %141
  %144 = getelementptr inbounds i8, ptr %33, i64 192
  store i64 %143, ptr %144, align 8, !tbaa !32
  %145 = getelementptr inbounds i8, ptr %33, i64 208
  store ptr null, ptr %145, align 8, !tbaa !33
  %146 = getelementptr inbounds i8, ptr %12, i64 4
  %147 = getelementptr inbounds i8, ptr %12, i64 8
  %148 = load i32, ptr %15, align 4, !tbaa !34
  %.not206 = icmp eq i32 %148, 10
  br i1 %.not206, label %165, label %149

149:                                              ; preds = %90
  call void @llvm.lifetime.start.p0(i64 92, ptr nonnull %34) #10
  call void @llvm.memcpy.p0.p0.i64(ptr noundef nonnull align 8 dereferenceable(92) %34, ptr noundef nonnull align 8 dereferenceable(92) %0, i64 92, i1 false), !tbaa.struct !36
  store i32 10, ptr %34, align 8, !tbaa !38
  %150 = call noundef i32 @_Z12quantize_x8610TensorDescPKvPS_PvPfi(ptr noundef nonnull byval(%struct.TensorDesc) align 8 %0, ptr noundef %1, ptr noundef nonnull %34, ptr noundef %9, ptr noundef %12, i32 noundef 0)
  %.not207 = icmp eq i32 %150, 0
  br i1 %.not207, label %161, label %151

151:                                              ; preds = %149
  %152 = call i64 (i64, ...) @syscall(i64 noundef 186) #10
  %153 = trunc i64 %152 to i32
  %154 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str, i32 noundef %153)
  %155 = load ptr, ptr @stdout, align 8, !tbaa !5
  %156 = call i32 @fflush(ptr noundef %155)
  %157 = call ptr @ee2str(i32 noundef %150)
  %158 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str.1, ptr noundef %157)
  %159 = load ptr, ptr @stdout, align 8, !tbaa !5
  %160 = call i32 @fflush(ptr noundef %159)
  call void @exit(i32 noundef 1) #11
  unreachable

161:                                              ; preds = %149
  %162 = call noundef i32 @_Z14tensorNumBytes10TensorDesc(ptr noundef nonnull byval(%struct.TensorDesc) align 8 %34)
  %163 = zext i32 %162 to i64
  %164 = getelementptr inbounds i8, ptr %9, i64 %163
  call void @llvm.lifetime.end.p0(i64 92, ptr nonnull %34) #10
  br label %165

165:                                              ; preds = %161, %90
  %.0173 = phi ptr [ %164, %161 ], [ %9, %90 ]
  %.0172 = phi ptr [ %9, %161 ], [ %1, %90 ]
  %166 = load float, ptr %12, align 4, !tbaa !40
  %167 = load float, ptr %147, align 4, !tbaa !40
  %168 = fmul float %166, %167
  store float %168, ptr %146, align 4, !tbaa !40
  %169 = load i32, ptr %17, align 4, !tbaa !34
  %.not208 = icmp eq i32 %169, 6
  br i1 %.not208, label %176, label %170

170:                                              ; preds = %165
  %171 = call noundef i32 @_Z17tensorNumElements10TensorDesc(ptr noundef nonnull byval(%struct.TensorDesc) align 8 %10)
  %172 = call noundef i32 @_Z7bytesOf8DataType(i32 noundef 3)
  %173 = mul i32 %172, %171
  %174 = zext i32 %173 to i64
  %175 = getelementptr inbounds i8, ptr %.0173, i64 %174
  store i32 3, ptr %10, align 8, !tbaa !38
  br label %176

176:                                              ; preds = %170, %165
  %.0177 = phi ptr [ %.0173, %170 ], [ %11, %165 ]
  %.1174 = phi ptr [ %175, %170 ], [ %.0173, %165 ]
  %.not212 = icmp eq ptr %2, null
  br i1 %.not212, label %177, label %.thread

.thread:                                          ; preds = %176
  store i32 6, ptr %10, align 8, !tbaa !38
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %35) #10
  br label %179

177:                                              ; preds = %176
  %.pr = load i32, ptr %10, align 8
  call void @llvm.lifetime.start.p0(i64 4, ptr nonnull %35) #10
  store float 0.000000e+00, ptr %35, align 4, !tbaa !40
  %178 = icmp eq i32 %.pr, 6
  br i1 %178, label %179, label %182

179:                                              ; preds = %.thread, %177
  %180 = load float, ptr %146, align 4, !tbaa !40
  %181 = fdiv float 1.000000e+00, %180
  store float %181, ptr %35, align 4, !tbaa !40
  br label %182

182:                                              ; preds = %179, %177
  %.0178 = phi ptr [ %35, %179 ], [ null, %177 ]
  %183 = load i32, ptr %30, align 4, !tbaa !24
  %184 = call noundef i32 @_Z7bytesOf8DataType(i32 noundef 3)
  %185 = call noundef i32 @_Z21quantize_bias_offsetCPKv10TensorDesc8DataTypeS0_S1_PKfPv(ptr noundef %7, ptr noundef nonnull byval(%struct.TensorDesc) align 8 %6, i32 noundef 3, ptr noundef %4, ptr noundef nonnull byval(%struct.TensorDesc) align 8 %3, ptr noundef nonnull %146, ptr noundef %.1174)
  %.not209 = icmp eq i32 %185, 0
  br i1 %.not209, label %196, label %186

186:                                              ; preds = %182
  %187 = call i64 (i64, ...) @syscall(i64 noundef 186) #10
  %188 = trunc i64 %187 to i32
  %189 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str, i32 noundef %188)
  %190 = load ptr, ptr @stdout, align 8, !tbaa !5
  %191 = call i32 @fflush(ptr noundef %190)
  %192 = call ptr @ee2str(i32 noundef %185)
  %193 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str.1, ptr noundef %192)
  %194 = load ptr, ptr @stdout, align 8, !tbaa !5
  %195 = call i32 @fflush(ptr noundef %194)
  call void @exit(i32 noundef 1) #11
  unreachable

196:                                              ; preds = %182
  %197 = load i32, ptr %30, align 4, !tbaa !24
  %198 = shl i32 %197, 2
  %199 = zext i32 %198 to i64
  %200 = getelementptr inbounds i8, ptr %4, i64 %199
  %201 = load i32, ptr %10, align 8, !tbaa !38
  %202 = call noundef i32 @_Z7bytesOf8DataType(i32 noundef %201)
  %203 = load i32, ptr %21, align 4, !tbaa !24
  %.not210240.not = icmp eq i32 %203, 0
  br i1 %.not210240.not, label %.critedge, label %.lr.ph244

.lr.ph244:                                        ; preds = %196
  %factor.op.mul = shl i32 %92, 3
  %204 = mul i32 %184, %183
  %205 = zext i32 %204 to i64
  %206 = getelementptr inbounds i8, ptr %.1174, i64 %205
  %207 = icmp eq i32 %96, 0
  %208 = icmp eq i32 %98, 0
  %209 = icmp eq i32 %100, 0
  %210 = icmp eq i32 %102, 0
  %factor.op.mul232.reass = mul i32 %factor.op.mul, %112
  %211 = select i1 %.not212, i32 0, i32 2
  %212 = getelementptr inbounds i8, ptr %33, i64 184
  %factor.op.mul229 = mul i32 %112, %109
  %213 = getelementptr inbounds i8, ptr %33, i64 128
  %214 = shl i32 %94, 3
  %215 = getelementptr inbounds i8, ptr %33, i64 104
  %216 = getelementptr inbounds i8, ptr %33, i64 112
  %217 = getelementptr inbounds i8, ptr %33, i64 96
  %218 = getelementptr inbounds i8, ptr %33, i64 136
  %.pre = load i32, ptr %22, align 4
  br label %219

219:                                              ; preds = %.lr.ph244, %._crit_edge239
  %220 = phi i32 [ %.pre, %.lr.ph244 ], [ %362, %._crit_edge239 ]
  %221 = phi i32 [ %.pre, %.lr.ph244 ], [ %363, %._crit_edge239 ]
  %.0181242 = phi ptr [ %206, %.lr.ph244 ], [ %.1182, %._crit_edge239 ]
  %.0187241 = phi i32 [ 0, %.lr.ph244 ], [ %364, %._crit_edge239 ]
  %222 = mul i32 %221, %.0187241
  %223 = load i32, ptr %23, align 4, !tbaa !24
  %224 = mul i32 %222, %223
  %225 = load i32, ptr %24, align 4, !tbaa !24
  %226 = mul i32 %224, %225
  %227 = zext i32 %226 to i64
  %228 = getelementptr inbounds i8, ptr %.0172, i64 %227
  %229 = load i32, ptr %18, align 4, !tbaa !9
  %230 = icmp eq i32 %229, 2
  %or.cond7 = select i1 %230, i1 %207, i1 false
  %or.cond9 = select i1 %or.cond7, i1 %208, i1 false
  %or.cond11 = select i1 %or.cond9, i1 %209, i1 false
  %or.cond13 = select i1 %or.cond11, i1 %210, i1 false
  br i1 %or.cond13, label %233, label %231

231:                                              ; preds = %219
  br i1 %230, label %232, label %.loopexit

232:                                              ; preds = %231
  call void @_Z13PaddingNCHWCxPhS_10TensorDesc20ConvolutionParamSpec(ptr noundef %228, ptr noundef %.0181242, ptr noundef nonnull byval(%struct.TensorDesc) align 8 %0, ptr noundef nonnull byval(%struct.ConvolutionParamSpec) align 8 %5)
  %.pre253 = load i32, ptr %22, align 4
  br label %233

233:                                              ; preds = %219, %232
  %234 = phi i32 [ %.pre253, %232 ], [ %220, %219 ]
  %235 = phi i32 [ %.pre253, %232 ], [ %221, %219 ]
  %.1182 = phi ptr [ %.0181242, %232 ], [ %228, %219 ]
  %.not245 = icmp eq i32 %235, 0
  br i1 %.not245, label %._crit_edge239, label %.lr.ph238

.lr.ph238:                                        ; preds = %233
  %236 = load i32, ptr %13, align 8
  %237 = shl i32 %236, 2
  %238 = or disjoint i32 %237, %211
  br label %239

239:                                              ; preds = %.lr.ph238, %._crit_edge
  %240 = phi i32 [ %234, %.lr.ph238 ], [ %261, %._crit_edge ]
  %241 = phi i32 [ %235, %.lr.ph238 ], [ %261, %._crit_edge ]
  %.0184235 = phi i32 [ 0, %.lr.ph238 ], [ %262, %._crit_edge ]
  %.0185234 = phi i32 [ 0, %.lr.ph238 ], [ %.1186, %._crit_edge ]
  %242 = sub i32 %241, %.0184235
  %243 = call i32 @llvm.umin.i32(i32 %242, i32 128)
  %244 = icmp ne i32 %.0184235, 0
  %245 = zext i1 %244 to i32
  %246 = or i32 %.0185234, %245
  %247 = sub i32 %241, %243
  %248 = icmp eq i32 %.0184235, %247
  br i1 %248, label %249, label %251

249:                                              ; preds = %239
  %250 = or i32 %238, %246
  store ptr %.0178, ptr %145, align 8, !tbaa !33
  br label %251

251:                                              ; preds = %249, %239
  %.1186 = phi i32 [ %250, %249 ], [ %246, %239 ]
  %252 = zext i32 %.1186 to i64
  store i64 %252, ptr %212, align 8, !tbaa !42
  %253 = load i32, ptr %31, align 4, !tbaa !24
  %254 = load i32, ptr %32, align 4, !tbaa !24
  %255 = mul i32 %254, %253
  %.not246 = icmp eq i32 %255, 0
  br i1 %.not246, label %._crit_edge, label %.lr.ph

.lr.ph:                                           ; preds = %251
  %factor.op.mul.reass = mul i32 %factor.op.mul229, %.0184235
  %256 = zext i32 %factor.op.mul.reass to i64
  %257 = getelementptr inbounds i8, ptr %.1182, i64 %256
  %258 = lshr i32 %243, 3
  %259 = zext nneg i32 %258 to i64
  %260 = load i32, ptr %30, align 4
  %.not247 = icmp eq i32 %260, 0
  br i1 %.not247, label %._crit_edge, label %.lr.ph.split

._crit_edge.loopexit250:                          ; preds = %._crit_edge227
  %.pre256 = load i32, ptr %22, align 4
  br label %._crit_edge

._crit_edge:                                      ; preds = %.lr.ph, %._crit_edge.loopexit250, %251
  %261 = phi i32 [ %.pre256, %._crit_edge.loopexit250 ], [ %240, %251 ], [ %240, %.lr.ph ]
  %262 = add i32 %243, %.0184235
  %263 = icmp ult i32 %262, %261
  br i1 %263, label %239, label %._crit_edge239, !llvm.loop !43

.lr.ph.split:                                     ; preds = %.lr.ph, %._crit_edge227
  %264 = phi i32 [ %347, %._crit_edge227 ], [ %254, %.lr.ph ]
  %265 = phi i32 [ %348, %._crit_edge227 ], [ %253, %.lr.ph ]
  %266 = phi i32 [ %349, %._crit_edge227 ], [ %260, %.lr.ph ]
  %267 = phi i32 [ %350, %._crit_edge227 ], [ %260, %.lr.ph ]
  %268 = phi i32 [ %351, %._crit_edge227 ], [ %255, %.lr.ph ]
  %.0180230 = phi i32 [ %.pre257, %._crit_edge227 ], [ 0, %.lr.ph ]
  %269 = sub i32 %268, %.0180230
  %spec.select = call i32 @llvm.umin.i32(i32 %269, i32 96)
  %.not248 = icmp eq i32 %267, 0
  %.pre257 = add i32 %spec.select, %.0180230
  br i1 %.not248, label %._crit_edge227, label %.lr.ph226

.lr.ph226:                                        ; preds = %.lr.ph.split
  %270 = icmp ult i32 %.0180230, %.pre257
  br i1 %270, label %.lr.ph221.us, label %.lr.ph226.split

.lr.ph221.us:                                     ; preds = %.lr.ph226, %._crit_edge222.us
  %271 = phi i32 [ %336, %._crit_edge222.us ], [ %267, %.lr.ph226 ]
  %.0179224.us = phi i32 [ %335, %._crit_edge222.us ], [ 0, %.lr.ph226 ]
  %272 = sub i32 %271, %.0179224.us
  %273 = call i32 @llvm.umin.i32(i32 %272, i32 24)
  %274 = lshr i32 %273, 3
  %275 = add nsw i32 %274, -1
  %276 = zext i32 %275 to i64
  %277 = getelementptr inbounds [3 x i32], ptr @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.ocSizeArray, i64 0, i64 %276
  %278 = load i32, ptr %277, align 4, !tbaa !24
  %279 = zext i32 %.0179224.us to i64
  %280 = getelementptr inbounds i32, ptr %.1174, i64 %279
  store ptr %280, ptr %213, align 8, !tbaa !45
  %281 = lshr i32 %278, 3
  %282 = add nsw i32 %281, -1
  %283 = zext i32 %282 to i64
  %284 = getelementptr inbounds [3 x i32], ptr @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.wSizeArray, i64 0, i64 %283
  %285 = load i32, ptr %284, align 4, !tbaa !24
  %286 = mul i32 %278, %.0184235
  br label %287

287:                                              ; preds = %.lr.ph221.us, %._crit_edge.us
  %.0176219.us = phi i32 [ %.0180230, %.lr.ph221.us ], [ %320, %._crit_edge.us ]
  %288 = sub i32 %.pre257, %.0176219.us
  %..us = call i32 @llvm.umin.i32(i32 %288, i32 %285)
  %.not249 = icmp eq i32 %..us, 0
  br i1 %.not249, label %._crit_edge.us, label %.lr.ph.us

._crit_edge.us:                                   ; preds = %322, %287
  %289 = load i32, ptr %30, align 4, !tbaa !24
  %290 = mul i32 %289, %.0187241
  %291 = add i32 %290, %.0179224.us
  %292 = mul i32 %291, %115
  %293 = shl i32 %.0176219.us, 3
  %294 = add i32 %292, %293
  %295 = mul i32 %294, %202
  %296 = zext i32 %295 to i64
  %297 = getelementptr inbounds i8, ptr %.0177, i64 %296
  store ptr %297, ptr %215, align 8, !tbaa !46
  %298 = zext i32 %292 to i64
  %299 = getelementptr inbounds float, ptr %2, i64 %298
  %300 = zext i32 %293 to i64
  %301 = getelementptr inbounds float, ptr %299, i64 %300
  store ptr %301, ptr %216, align 8, !tbaa !47
  %302 = load i32, ptr %22, align 4, !tbaa !24
  %303 = load i32, ptr %27, align 4, !tbaa !24
  %304 = load i32, ptr %28, align 4, !tbaa !24
  %305 = mul i32 %304, %303
  %306 = mul i32 %305, %.0179224.us
  %307 = mul i32 %306, %302
  %308 = zext i32 %307 to i64
  %309 = getelementptr inbounds i8, ptr %200, i64 %308
  %310 = mul i32 %286, %303
  %311 = mul i32 %310, %304
  %312 = zext i32 %311 to i64
  %313 = getelementptr inbounds i8, ptr %309, i64 %312
  store ptr %313, ptr %217, align 8, !tbaa !48
  store i64 %259, ptr %218, align 8, !tbaa !49
  %314 = zext i32 %304 to i64
  store i64 %314, ptr %124, align 8, !tbaa !29
  %315 = zext i32 %303 to i64
  store i64 %315, ptr %127, align 8, !tbaa !30
  %316 = add i32 %..us, -1
  %317 = zext i32 %316 to i64
  %318 = getelementptr inbounds [8 x [3 x ptr]], ptr @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.kernel, i64 0, i64 %317, i64 %283
  %319 = load ptr, ptr %318, align 8, !tbaa !5
  call void %319(ptr noundef nonnull align 8 dereferenceable(216) %33)
  %320 = add i32 %..us, %.0176219.us
  %321 = icmp ult i32 %320, %.pre257
  br i1 %321, label %287, label %._crit_edge222.us, !llvm.loop !50

322:                                              ; preds = %.lr.ph.us, %322
  %indvars.iv = phi i64 [ 0, %.lr.ph.us ], [ %indvars.iv.next, %322 ]
  %323 = trunc nuw i64 %indvars.iv to i32
  %324 = add i32 %.0176219.us, %323
  %325 = udiv i32 %324, %334
  %326 = urem i32 %324, %334
  %327 = mul i32 %factor.op.mul232.reass, %325
  %328 = zext i32 %327 to i64
  %329 = getelementptr inbounds i8, ptr %257, i64 %328
  %330 = mul i32 %214, %326
  %331 = zext i32 %330 to i64
  %332 = getelementptr inbounds i8, ptr %329, i64 %331
  %333 = getelementptr inbounds [12 x ptr], ptr %33, i64 0, i64 %indvars.iv
  store ptr %332, ptr %333, align 8, !tbaa !5
  %indvars.iv.next = add nuw nsw i64 %indvars.iv, 1
  %exitcond.not = icmp eq i64 %indvars.iv.next, %wide.trip.count
  br i1 %exitcond.not, label %._crit_edge.us, label %322, !llvm.loop !51

.lr.ph.us:                                        ; preds = %287
  %334 = load i32, ptr %32, align 4, !tbaa !24
  %wide.trip.count = zext i32 %..us to i64
  br label %322

._crit_edge222.us:                                ; preds = %._crit_edge.us
  %335 = add i32 %278, %.0179224.us
  %336 = load i32, ptr %30, align 4
  %337 = icmp ult i32 %335, %336
  br i1 %337, label %.lr.ph221.us, label %._crit_edge227.loopexit, !llvm.loop !52

.lr.ph226.split:                                  ; preds = %.lr.ph226
  %338 = call i32 @llvm.umin.i32(i32 %267, i32 24)
  %339 = lshr i32 %338, 3
  %340 = add nsw i32 %339, -1
  %341 = zext i32 %340 to i64
  %342 = getelementptr inbounds [3 x i32], ptr @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.ocSizeArray, i64 0, i64 %341
  %343 = load i32, ptr %342, align 4, !tbaa !24
  %344 = icmp ult i32 %343, %266
  br i1 %344, label %.peel.next, label %._crit_edge227.split

._crit_edge227.split:                             ; preds = %.peel.next, %.lr.ph226.split
  %.0179224.lcssa = phi i32 [ 0, %.lr.ph226.split ], [ %.0179224, %.peel.next ]
  %345 = zext i32 %.0179224.lcssa to i64
  %346 = getelementptr inbounds i32, ptr %.1174, i64 %345
  store ptr %346, ptr %213, align 8, !tbaa !45
  br label %._crit_edge227

._crit_edge227.loopexit:                          ; preds = %._crit_edge222.us
  %.pre254 = load i32, ptr %31, align 4, !tbaa !24
  %.pre255 = load i32, ptr %32, align 4, !tbaa !24
  br label %._crit_edge227

._crit_edge227:                                   ; preds = %.lr.ph.split, %._crit_edge227.loopexit, %._crit_edge227.split
  %347 = phi i32 [ %.pre255, %._crit_edge227.loopexit ], [ %264, %._crit_edge227.split ], [ %264, %.lr.ph.split ]
  %348 = phi i32 [ %.pre254, %._crit_edge227.loopexit ], [ %265, %._crit_edge227.split ], [ %265, %.lr.ph.split ]
  %349 = phi i32 [ %336, %._crit_edge227.loopexit ], [ %266, %._crit_edge227.split ], [ %266, %.lr.ph.split ]
  %350 = phi i32 [ %336, %._crit_edge227.loopexit ], [ %266, %._crit_edge227.split ], [ 0, %.lr.ph.split ]
  %351 = mul i32 %347, %348
  %352 = icmp ult i32 %.pre257, %351
  br i1 %352, label %.lr.ph.split, label %._crit_edge.loopexit250, !llvm.loop !53

.peel.next:                                       ; preds = %.lr.ph226.split, %.peel.next
  %.0179224 = phi i32 [ %360, %.peel.next ], [ %343, %.lr.ph226.split ]
  %353 = sub i32 %266, %.0179224
  %354 = call i32 @llvm.umin.i32(i32 %353, i32 24)
  %355 = lshr i32 %354, 3
  %356 = add nsw i32 %355, -1
  %357 = zext i32 %356 to i64
  %358 = getelementptr inbounds [3 x i32], ptr @__const._Z18convolution_direct10TensorDescPhPfS_PKa20ConvolutionParamSpecS_PKfjPvS_S7_S1_19ActivationParamSpec.ocSizeArray, i64 0, i64 %357
  %359 = load i32, ptr %358, align 4, !tbaa !24
  %360 = add i32 %359, %.0179224
  %361 = icmp ult i32 %360, %266
  br i1 %361, label %.peel.next, label %._crit_edge227.split, !llvm.loop !55

._crit_edge239:                                   ; preds = %._crit_edge, %233
  %362 = phi i32 [ %234, %233 ], [ %261, %._crit_edge ]
  %363 = phi i32 [ 0, %233 ], [ %261, %._crit_edge ]
  %364 = add nuw i32 %.0187241, 1
  %365 = load i32, ptr %21, align 4, !tbaa !24
  %.not210 = icmp ult i32 %364, %365
  br i1 %.not210, label %219, label %.critedge, !llvm.loop !57

.critedge:                                        ; preds = %._crit_edge239, %196
  %366 = load i32, ptr %17, align 4, !tbaa !34
  %367 = icmp eq i32 %366, 10
  br i1 %367, label %368, label %.loopexit

368:                                              ; preds = %.critedge
  call void @llvm.lifetime.start.p0(i64 8, ptr nonnull %36) #10
  store float -1.000000e+00, ptr %36, align 4, !tbaa !40
  %369 = getelementptr inbounds i8, ptr %36, i64 4
  %370 = load float, ptr %146, align 4, !tbaa !40
  store float %370, ptr %369, align 4, !tbaa !40
  call void @llvm.lifetime.start.p0(i64 92, ptr nonnull %37) #10
  call void @llvm.memcpy.p0.p0.i64(ptr noundef nonnull align 4 dereferenceable(92) %37, ptr noundef nonnull align 8 dereferenceable(92) %10, i64 92, i1 false), !tbaa.struct !36
  store i32 10, ptr %37, align 4, !tbaa !38
  %371 = call noundef i32 @_Z12quantize_x8610TensorDescPKvPS_PvPfi(ptr noundef nonnull byval(%struct.TensorDesc) align 8 %10, ptr noundef %.0177, ptr noundef nonnull %37, ptr noundef %11, ptr noundef nonnull %36, i32 noundef 0)
  %.not211 = icmp eq i32 %371, 0
  br i1 %.not211, label %382, label %372

372:                                              ; preds = %368
  %373 = call i64 (i64, ...) @syscall(i64 noundef 186) #10
  %374 = trunc i64 %373 to i32
  %375 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str, i32 noundef %374)
  %376 = load ptr, ptr @stdout, align 8, !tbaa !5
  %377 = call i32 @fflush(ptr noundef %376)
  %378 = call ptr @ee2str(i32 noundef %371)
  %379 = call i32 (ptr, ...) @printf(ptr noundef nonnull dereferenceable(1) @.str.1, ptr noundef %378)
  %380 = load ptr, ptr @stdout, align 8, !tbaa !5
  %381 = call i32 @fflush(ptr noundef %380)
  call void @exit(i32 noundef 1) #11
  unreachable

382:                                              ; preds = %368
  %383 = load float, ptr %36, align 4, !tbaa !40
  store float %383, ptr %146, align 4, !tbaa !40
  call void @llvm.lifetime.end.p0(i64 92, ptr nonnull %37) #10
  call void @llvm.lifetime.end.p0(i64 8, ptr nonnull %36) #10
  br label %.loopexit

.loopexit:                                        ; preds = %231, %.critedge, %382
  %.3 = phi i32 [ 0, %382 ], [ 0, %.critedge ], [ 51, %231 ]
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %35) #10
  call void @llvm.lifetime.end.p0(i64 216, ptr nonnull %33) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %32) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %31) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %30) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %29) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %28) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %27) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %26) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %25) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %24) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %23) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %22) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %21) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %20) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %19) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %18) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %17) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %16) #10
  call void @llvm.lifetime.end.p0(i64 4, ptr nonnull %15) #10
  ret i32 %.3
}

; Function Attrs: mustprogress nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
declare void @llvm.lifetime.start.p0(i64 immarg, ptr nocapture) #1

; Function Attrs: inlinehint mustprogress nounwind uwtable
declare dso_local noundef i32 @_Z11tensor4dGet10TensorDescP8DataTypeP10DataFormatPjS4_S4_S4_(ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef, ptr noundef, ptr noundef, ptr noundef, ptr noundef, ptr noundef) local_unnamed_addr #2

; Function Attrs: mustprogress nocallback nofree nounwind willreturn memory(argmem: readwrite)
declare void @llvm.memcpy.p0.p0.i64(ptr noalias nocapture writeonly, ptr noalias nocapture readonly, i64, i1 immarg) #3

; Function Attrs: nounwind
declare i64 @syscall(i64 noundef, ...) local_unnamed_addr #4

; Function Attrs: nofree nounwind
declare noundef i32 @printf(ptr nocapture noundef readonly, ...) local_unnamed_addr #5

; Function Attrs: nofree nounwind
declare noundef i32 @fflush(ptr nocapture noundef) local_unnamed_addr #5

; Function Attrs: inlinehint mustprogress nounwind uwtable
declare dso_local ptr @ee2str(i32 noundef) local_unnamed_addr #2

; Function Attrs: noreturn nounwind
declare void @exit(i32 noundef) local_unnamed_addr #6

; Function Attrs: mustprogress nocallback nofree nosync nounwind willreturn memory(argmem: readwrite)
declare void @llvm.lifetime.end.p0(i64 immarg, ptr nocapture) #1

declare noundef i32 @_Z12quantize_x8610TensorDescPKvPS_PvPfi(ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef, ptr noundef, ptr noundef, ptr noundef, i32 noundef) local_unnamed_addr #7

; Function Attrs: inlinehint mustprogress uwtable
declare dso_local noundef i32 @_Z14tensorNumBytes10TensorDesc(ptr noundef byval(%struct.TensorDesc) align 8) local_unnamed_addr #8

; Function Attrs: inlinehint mustprogress nounwind uwtable
declare dso_local noundef i32 @_Z17tensorNumElements10TensorDesc(ptr noundef byval(%struct.TensorDesc) align 8) local_unnamed_addr #2

; Function Attrs: inlinehint mustprogress uwtable
declare dso_local noundef i32 @_Z7bytesOf8DataType(i32 noundef) local_unnamed_addr #8

declare noundef i32 @_Z21quantize_bias_offsetCPKv10TensorDesc8DataTypeS0_S1_PKfPv(ptr noundef, ptr noundef byval(%struct.TensorDesc) align 8, i32 noundef, ptr noundef, ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef, ptr noundef) local_unnamed_addr #7

; Function Attrs: inlinehint mustprogress uwtable
declare dso_local void @_Z13PaddingNCHWCxPhS_10TensorDesc20ConvolutionParamSpec(ptr noundef, ptr noundef, ptr noundef byval(%struct.TensorDesc) align 8, ptr noundef byval(%struct.ConvolutionParamSpec) align 8) local_unnamed_addr #8

; Function Attrs: nocallback nofree nosync nounwind speculatable willreturn memory(none)
declare i32 @llvm.umin.i32(i32, i32) #9

attributes #0 = { mustprogress uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #1 = { mustprogress nocallback nofree nosync nounwind willreturn memory(argmem: readwrite) }
attributes #2 = { inlinehint mustprogress nounwind uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #3 = { mustprogress nocallback nofree nounwind willreturn memory(argmem: readwrite) }
attributes #4 = { nounwind "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #5 = { nofree nounwind "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #6 = { noreturn nounwind "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #7 = { "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #8 = { inlinehint mustprogress uwtable "min-legal-vector-width"="0" "no-trapping-math"="true" "stack-protector-buffer-size"="8" "target-cpu"="x86-64" "target-features"="+cmov,+cx8,+fxsr,+mmx,+sse,+sse2,+x87" "tune-cpu"="generic" }
attributes #9 = { nocallback nofree nosync nounwind speculatable willreturn memory(none) }
attributes #10 = { nounwind }
attributes #11 = { noreturn nounwind }

!llvm.module.flags = !{!0, !1, !2, !3}
!llvm.ident = !{!4}

!0 = !{i32 1, !"wchar_size", i32 4}
!1 = !{i32 8, !"PIC Level", i32 2}
!2 = !{i32 7, !"PIE Level", i32 2}
!3 = !{i32 7, !"uwtable", i32 2}
!4 = !{!"clang version 19.1.0 (git@github.com:llvm/llvm-project.git a4bf6cd7cfb1a1421ba92bca9d017b49936c55e4)"}
!5 = !{!6, !6, i64 0}
!6 = !{!"any pointer", !7, i64 0}
!7 = !{!"omnipotent char", !8, i64 0}
!8 = !{!"Simple C++ TBAA"}
!9 = !{!10, !10, i64 0}
!10 = !{!"_ZTS10DataFormat", !7, i64 0}
!11 = !{!12, !13, i64 20}
!12 = !{!"_ZTS20ConvolutionParamSpec", !13, i64 0, !13, i64 4, !13, i64 8, !13, i64 12, !13, i64 16, !13, i64 20, !13, i64 24, !13, i64 28, !13, i64 32, !13, i64 36, !13, i64 40, !13, i64 44, !13, i64 48, !13, i64 52, !13, i64 56, !13, i64 60, !13, i64 64, !13, i64 68, !14, i64 72, !15, i64 76, !15, i64 80, !7, i64 84, !16, i64 92, !13, i64 96, !13, i64 100, !13, i64 104}
!13 = !{!"int", !7, i64 0}
!14 = !{!"_ZTS15ConvolutionMode", !7, i64 0}
!15 = !{!"_ZTS14ActivationMode", !7, i64 0}
!16 = !{!"_ZTS9RoundMode", !7, i64 0}
!17 = !{!12, !13, i64 24}
!18 = !{!12, !13, i64 36}
!19 = !{!12, !13, i64 40}
!20 = !{!12, !13, i64 44}
!21 = !{!12, !13, i64 48}
!22 = !{!12, !13, i64 60}
!23 = !{!12, !13, i64 64}
!24 = !{!13, !13, i64 0}
!25 = !{!26, !27, i64 176}
!26 = !{!"_ZTS17ConvControllerAVX", !7, i64 0, !6, i64 96, !6, i64 104, !6, i64 112, !6, i64 120, !6, i64 128, !27, i64 136, !27, i64 144, !27, i64 152, !27, i64 160, !27, i64 168, !27, i64 176, !27, i64 184, !27, i64 192, !27, i64 200, !6, i64 208}
!27 = !{!"long", !7, i64 0}
!28 = !{!26, !27, i64 160}
!29 = !{!26, !27, i64 144}
!30 = !{!26, !27, i64 152}
!31 = !{!26, !27, i64 168}
!32 = !{!26, !27, i64 192}
!33 = !{!26, !6, i64 208}
!34 = !{!35, !35, i64 0}
!35 = !{!"_ZTS8DataType", !7, i64 0}
!36 = !{i64 0, i64 4, !34, i64 4, i64 4, !9, i64 8, i64 4, !24, i64 12, i64 80, !37}
!37 = !{!7, !7, i64 0}
!38 = !{!39, !35, i64 0}
!39 = !{!"_ZTS10TensorDesc", !35, i64 0, !10, i64 4, !13, i64 8, !7, i64 12}
!40 = !{!41, !41, i64 0}
!41 = !{!"float", !7, i64 0}
!42 = !{!26, !27, i64 184}
!43 = distinct !{!43, !44}
!44 = !{!"llvm.loop.mustprogress"}
!45 = !{!26, !6, i64 128}
!46 = !{!26, !6, i64 104}
!47 = !{!26, !6, i64 112}
!48 = !{!26, !6, i64 96}
!49 = !{!26, !27, i64 136}
!50 = distinct !{!50, !44}
!51 = distinct !{!51, !44}
!52 = distinct !{!52, !44}
!53 = distinct !{!53, !44, !54}
!54 = !{!"llvm.loop.unswitch.partial.disable"}
!55 = distinct !{!55, !44, !56}
!56 = !{!"llvm.loop.peeled.count", i32 1}
!57 = distinct !{!57, !44}


; Effective O3 passes: CorrelatedValuePropagationPass,DSEPass,EarlyCSEPass,GVNPass,GlobalOptPass,IPSCCPPass,IndVarSimplifyPass,InferAlignmentPass,InferFunctionAttrsPass,InstCombinePass,InstSimplifyPass,JumpThreadingPass,LCSSAPass,LICMPass,LoopFullUnrollPass,LoopInstSimplifyPass,LoopRotatePass,LoopSimplifyCFGPass,LoopSimplifyPass,LoopUnrollPass,MemCpyOptPass,PostOrderFunctionAttrsPass,ReassociatePass,SROAPass,SimpleLoopUnswitchPass,SimplifyCFGPass