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51 行

#[version = "0.0.5"]

def @main(%data: Tensor[(1, 3, 128, 128), float32], hash="8e8c38e8c06d4b9e") -> Tensor[(1, 32, 126, 126), float32] {

%0 = fn (%p02: Tensor[(1, 3, 128, 128), float32], %p12: Tensor[(32, 3, 5, 5), float32], hash="cb1af1d5e8b15e79", out_layout="", kernel_layout="OIHW", Primitive=1, data_layout="NCHW") -> Tensor[(1, 32, 126, 126), float32] {

nn.conv2d(%p02, %p12, padding=[1, 1, 1, 1], channels=32, kernel_size=[5, 5]) /* ty=Tensor[(1, 32, 126, 126), float32] */

nn.conv2d(%p02, %p12, padding=[1, 1, 1, 1], channels=32, kernel_size=[5, 5]) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */

};

%1 = fn (%p07: Tensor[(32), float32], %p15: float32, Primitive=1, hash="85ca91fe9057771b") -> Tensor[(32), float32] {

add(%p07, %p15) /* ty=Tensor[(32), float32] */

add(%p07, %p15) /* GeneratedSource */ /* ty=Tensor[(32), float32] */

};

%2 = %1(meta[relay.Constant][1] /* ty=Tensor[(32), float32] */, 1e-05f /* ty=float32 */) /* ty=Tensor[(32), float32] */;

%2 = %1(meta[relay.Constant][1] /* ty=Tensor[(32), float32] */, 1e-05f /* ty=float32 */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;

%3 = fn (%p06: Tensor[(32), float32], Primitive=1, hash="9056ed434d7a90e4") -> Tensor[(32), float32] {

sqrt(%p06) /* ty=Tensor[(32), float32] */

sqrt(%p06) /* GeneratedSource */ /* ty=Tensor[(32), float32] */

};

%4 = %3(%2) /* ty=Tensor[(32), float32] */;

%4 = %3(%2) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;

%5 = fn (%p05: float32, %p14: Tensor[(32), float32], Primitive=1, hash="a594e3a2d400dd46") -> Tensor[(32), float32] {

divide(%p05, %p14) /* ty=Tensor[(32), float32] */

divide(%p05, %p14) /* GeneratedSource */ /* ty=Tensor[(32), float32] */

};

%6 = %5(1f /* ty=float32 */, %4) /* ty=Tensor[(32), float32] */;

%6 = %5(1f /* ty=float32 */, %4) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;

%7 = fn (%p04: Tensor[(32), float32], %p13: Tensor[(32), float32], Primitive=1, hash="c3a46c9c4e5b4441") -> Tensor[(32), float32] {

multiply(%p04, %p13) /* ty=Tensor[(32), float32] */

multiply(%p04, %p13) /* GeneratedSource */ /* ty=Tensor[(32), float32] */

};

%8 = %7(%6, meta[relay.Constant][2] /* ty=Tensor[(32), float32] */) /* ty=Tensor[(32), float32] */;

%8 = %7(%6, meta[relay.Constant][2] /* ty=Tensor[(32), float32] */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;

%9 = fn (%p03: Tensor[(32), float32], Primitive=1, relay.reshape_only=1, hash="2bf6b07e7d6f8c28") -> Tensor[(32, 1, 1), float32] {

expand_dims(%p03, axis=1, num_newaxis=2) /* ty=Tensor[(32, 1, 1), float32] */

expand_dims(%p03, axis=1, num_newaxis=2) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */

};

%10 = %0(%data, meta[relay.Constant][0] /* ty=Tensor[(32, 3, 5, 5), float32] */) /* ty=Tensor[(1, 32, 126, 126), float32] */;

%10 = %0(%data, meta[relay.Constant][0] /* ty=Tensor[(32, 3, 5, 5), float32] */) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */;

%11 = %9(%8) /* ty=Tensor[(32, 1, 1), float32] */;

%11 = %9(%8) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */;

%12 = fn (%p01: Tensor[(1, 32, 126, 126), float32], %p11: Tensor[(32, 1, 1), float32], Primitive=1, hash="1d1c67b1a2f16e88") -> Tensor[(1, 32, 126, 126), float32] {

multiply(%p01, %p11) /* ty=Tensor[(1, 32, 126, 126), float32] */

multiply(%p01, %p11) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */

};

%13 = fn (%p011: Tensor[(32), float32], Primitive=1, hash="d071045a392451ec") -> Tensor[(32), float32] {

negative(%p011) /* ty=Tensor[(32), float32] */

negative(%p011) /* GeneratedSource */ /* ty=Tensor[(32), float32] */

};

%14 = %13(meta[relay.Constant][3] /* ty=Tensor[(32), float32] */) /* ty=Tensor[(32), float32] */;

%14 = %13(meta[relay.Constant][3] /* ty=Tensor[(32), float32] */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;

%15 = fn (%p010: Tensor[(32), float32], %p17: Tensor[(32), float32], Primitive=1, hash="c3a46c9c4e5b4441") -> Tensor[(32), float32] {

multiply(%p010, %p17) /* ty=Tensor[(32), float32] */

multiply(%p010, %p17) /* GeneratedSource */ /* ty=Tensor[(32), float32] */

};

%16 = %15(%14, %8) /* ty=Tensor[(32), float32] */;

%16 = %15(%14, %8) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;

%17 = fn (%p09: Tensor[(32), float32], %p16: Tensor[(32), float32], Primitive=1, hash="8d477b3724fd7eaa") -> Tensor[(32), float32] {

add(%p09, %p16) /* ty=Tensor[(32), float32] */

add(%p09, %p16) /* GeneratedSource */ /* ty=Tensor[(32), float32] */

};

%18 = %17(%16, meta[relay.Constant][4] /* ty=Tensor[(32), float32] */) /* ty=Tensor[(32), float32] */;

%18 = %17(%16, meta[relay.Constant][4] /* ty=Tensor[(32), float32] */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;

%19 = fn (%p08: Tensor[(32), float32], Primitive=1, relay.reshape_only=1, hash="2bf6b07e7d6f8c28") -> Tensor[(32, 1, 1), float32] {

expand_dims(%p08, axis=1, num_newaxis=2) /* ty=Tensor[(32, 1, 1), float32] */

expand_dims(%p08, axis=1, num_newaxis=2) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */

};

%20 = %12(%10, %11) /* ty=Tensor[(1, 32, 126, 126), float32] */;

%20 = %12(%10, %11) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */;

%21 = %19(%18) /* ty=Tensor[(32, 1, 1), float32] */;

%21 = %19(%18) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */;

%22 = fn (%p0: Tensor[(1, 32, 126, 126), float32], %p1: Tensor[(32, 1, 1), float32], Primitive=1, hash="b05990937918479d") -> Tensor[(1, 32, 126, 126), float32] {

add(%p0, %p1) /* ty=Tensor[(1, 32, 126, 126), float32] */

add(%p0, %p1) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */

};

%22(%20, %21) /* ty=Tensor[(1, 32, 126, 126), float32] */

%22(%20, %21) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */

}

保存された差分

原文

ファイルを開く

#[version = "0.0.5"]
def @main(%data: Tensor[(1, 3, 128, 128), float32], hash="8e8c38e8c06d4b9e") -> Tensor[(1, 32, 126, 126), float32] {
  %0 = fn (%p02: Tensor[(1, 3, 128, 128), float32], %p12: Tensor[(32, 3, 5, 5), float32], hash="cb1af1d5e8b15e79", out_layout="", kernel_layout="OIHW", Primitive=1, data_layout="NCHW") -> Tensor[(1, 32, 126, 126), float32] {
    nn.conv2d(%p02, %p12, padding=[1, 1, 1, 1], channels=32, kernel_size=[5, 5]) /* ty=Tensor[(1, 32, 126, 126), float32] */
  };
  %1 = fn (%p07: Tensor[(32), float32], %p15: float32, Primitive=1, hash="85ca91fe9057771b") -> Tensor[(32), float32] {
    add(%p07, %p15) /* ty=Tensor[(32), float32] */
  };
  %2 = %1(meta[relay.Constant][1] /* ty=Tensor[(32), float32] */, 1e-05f /* ty=float32 */) /* ty=Tensor[(32), float32] */;
  %3 = fn (%p06: Tensor[(32), float32], Primitive=1, hash="9056ed434d7a90e4") -> Tensor[(32), float32] {
    sqrt(%p06) /* ty=Tensor[(32), float32] */
  };
  %4 = %3(%2) /* ty=Tensor[(32), float32] */;
  %5 = fn (%p05: float32, %p14: Tensor[(32), float32], Primitive=1, hash="a594e3a2d400dd46") -> Tensor[(32), float32] {
    divide(%p05, %p14) /* ty=Tensor[(32), float32] */
  };
  %6 = %5(1f /* ty=float32 */, %4) /* ty=Tensor[(32), float32] */;
  %7 = fn (%p04: Tensor[(32), float32], %p13: Tensor[(32), float32], Primitive=1, hash="c3a46c9c4e5b4441") -> Tensor[(32), float32] {
    multiply(%p04, %p13) /* ty=Tensor[(32), float32] */
  };
  %8 = %7(%6, meta[relay.Constant][2] /* ty=Tensor[(32), float32] */) /* ty=Tensor[(32), float32] */;
  %9 = fn (%p03: Tensor[(32), float32], Primitive=1, relay.reshape_only=1, hash="2bf6b07e7d6f8c28") -> Tensor[(32, 1, 1), float32] {
    expand_dims(%p03, axis=1, num_newaxis=2) /* ty=Tensor[(32, 1, 1), float32] */
  };
  %10 = %0(%data, meta[relay.Constant][0] /* ty=Tensor[(32, 3, 5, 5), float32] */) /* ty=Tensor[(1, 32, 126, 126), float32] */;
  %11 = %9(%8) /* ty=Tensor[(32, 1, 1), float32] */;
  %12 = fn (%p01: Tensor[(1, 32, 126, 126), float32], %p11: Tensor[(32, 1, 1), float32], Primitive=1, hash="1d1c67b1a2f16e88") -> Tensor[(1, 32, 126, 126), float32] {
    multiply(%p01, %p11) /* ty=Tensor[(1, 32, 126, 126), float32] */
  };
  %13 = fn (%p011: Tensor[(32), float32], Primitive=1, hash="d071045a392451ec") -> Tensor[(32), float32] {
    negative(%p011) /* ty=Tensor[(32), float32] */
  };
  %14 = %13(meta[relay.Constant][3] /* ty=Tensor[(32), float32] */) /* ty=Tensor[(32), float32] */;
  %15 = fn (%p010: Tensor[(32), float32], %p17: Tensor[(32), float32], Primitive=1, hash="c3a46c9c4e5b4441") -> Tensor[(32), float32] {
    multiply(%p010, %p17) /* ty=Tensor[(32), float32] */
  };
  %16 = %15(%14, %8) /* ty=Tensor[(32), float32] */;
  %17 = fn (%p09: Tensor[(32), float32], %p16: Tensor[(32), float32], Primitive=1, hash="8d477b3724fd7eaa") -> Tensor[(32), float32] {
    add(%p09, %p16) /* ty=Tensor[(32), float32] */
  };
  %18 = %17(%16, meta[relay.Constant][4] /* ty=Tensor[(32), float32] */) /* ty=Tensor[(32), float32] */;
  %19 = fn (%p08: Tensor[(32), float32], Primitive=1, relay.reshape_only=1, hash="2bf6b07e7d6f8c28") -> Tensor[(32, 1, 1), float32] {
    expand_dims(%p08, axis=1, num_newaxis=2) /* ty=Tensor[(32, 1, 1), float32] */
  };
  %20 = %12(%10, %11) /* ty=Tensor[(1, 32, 126, 126), float32] */;
  %21 = %19(%18) /* ty=Tensor[(32, 1, 1), float32] */;
  %22 = fn (%p0: Tensor[(1, 32, 126, 126), float32], %p1: Tensor[(32, 1, 1), float32], Primitive=1, hash="b05990937918479d") -> Tensor[(1, 32, 126, 126), float32] {
    add(%p0, %p1) /* ty=Tensor[(1, 32, 126, 126), float32] */
  };
  %22(%20, %21) /* ty=Tensor[(1, 32, 126, 126), float32] */
}

変更されたテキスト

ファイルを開く

#[version = "0.0.5"]
def @main(%data: Tensor[(1, 3, 128, 128), float32], hash="8e8c38e8c06d4b9e") -> Tensor[(1, 32, 126, 126), float32] {
  %0 = fn (%p02: Tensor[(1, 3, 128, 128), float32], %p12: Tensor[(32, 3, 5, 5), float32], hash="cb1af1d5e8b15e79", out_layout="", kernel_layout="OIHW", Primitive=1, data_layout="NCHW") -> Tensor[(1, 32, 126, 126), float32] {
    nn.conv2d(%p02, %p12, padding=[1, 1, 1, 1], channels=32, kernel_size=[5, 5]) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */
  };
  %1 = fn (%p07: Tensor[(32), float32], %p15: float32, Primitive=1, hash="85ca91fe9057771b") -> Tensor[(32), float32] {
    add(%p07, %p15) /* GeneratedSource */ /* ty=Tensor[(32), float32] */
  };
  %2 = %1(meta[relay.Constant][1] /* ty=Tensor[(32), float32] */, 1e-05f /* ty=float32 */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;
  %3 = fn (%p06: Tensor[(32), float32], Primitive=1, hash="9056ed434d7a90e4") -> Tensor[(32), float32] {
    sqrt(%p06) /* GeneratedSource */ /* ty=Tensor[(32), float32] */
  };
  %4 = %3(%2) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;
  %5 = fn (%p05: float32, %p14: Tensor[(32), float32], Primitive=1, hash="a594e3a2d400dd46") -> Tensor[(32), float32] {
    divide(%p05, %p14) /* GeneratedSource */ /* ty=Tensor[(32), float32] */
  };
  %6 = %5(1f /* ty=float32 */, %4) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;
  %7 = fn (%p04: Tensor[(32), float32], %p13: Tensor[(32), float32], Primitive=1, hash="c3a46c9c4e5b4441") -> Tensor[(32), float32] {
    multiply(%p04, %p13) /* GeneratedSource */ /* ty=Tensor[(32), float32] */
  };
  %8 = %7(%6, meta[relay.Constant][2] /* ty=Tensor[(32), float32] */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;
  %9 = fn (%p03: Tensor[(32), float32], Primitive=1, relay.reshape_only=1, hash="2bf6b07e7d6f8c28") -> Tensor[(32, 1, 1), float32] {
    expand_dims(%p03, axis=1, num_newaxis=2) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */
  };
  %10 = %0(%data, meta[relay.Constant][0] /* ty=Tensor[(32, 3, 5, 5), float32] */) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */;
  %11 = %9(%8) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */;
  %12 = fn (%p01: Tensor[(1, 32, 126, 126), float32], %p11: Tensor[(32, 1, 1), float32], Primitive=1, hash="1d1c67b1a2f16e88") -> Tensor[(1, 32, 126, 126), float32] {
    multiply(%p01, %p11) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */
  };
  %13 = fn (%p011: Tensor[(32), float32], Primitive=1, hash="d071045a392451ec") -> Tensor[(32), float32] {
    negative(%p011) /* GeneratedSource */ /* ty=Tensor[(32), float32] */
  };
  %14 = %13(meta[relay.Constant][3] /* ty=Tensor[(32), float32] */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;
  %15 = fn (%p010: Tensor[(32), float32], %p17: Tensor[(32), float32], Primitive=1, hash="c3a46c9c4e5b4441") -> Tensor[(32), float32] {
    multiply(%p010, %p17) /* GeneratedSource */ /* ty=Tensor[(32), float32] */
  };
  %16 = %15(%14, %8) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;
  %17 = fn (%p09: Tensor[(32), float32], %p16: Tensor[(32), float32], Primitive=1, hash="8d477b3724fd7eaa") -> Tensor[(32), float32] {
    add(%p09, %p16) /* GeneratedSource */ /* ty=Tensor[(32), float32] */
  };
  %18 = %17(%16, meta[relay.Constant][4] /* ty=Tensor[(32), float32] */) /* GeneratedSource */ /* ty=Tensor[(32), float32] */;
  %19 = fn (%p08: Tensor[(32), float32], Primitive=1, relay.reshape_only=1, hash="2bf6b07e7d6f8c28") -> Tensor[(32, 1, 1), float32] {
    expand_dims(%p08, axis=1, num_newaxis=2) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */
  };
  %20 = %12(%10, %11) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */;
  %21 = %19(%18) /* GeneratedSource */ /* ty=Tensor[(32, 1, 1), float32] */;
  %22 = fn (%p0: Tensor[(1, 32, 126, 126), float32], %p1: Tensor[(32, 1, 1), float32], Primitive=1, hash="b05990937918479d") -> Tensor[(1, 32, 126, 126), float32] {
    add(%p0, %p1) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */
  };
  %22(%20, %21) /* GeneratedSource */ /* ty=Tensor[(1, 32, 126, 126), float32] */
}