00000210  7b 8a fa d8 a6 06 15 68  cc 90 a4 fe 8e 25 5c cb  |{......h.....%\.|
00000220  03 e8 ab 19 32 05 f4 88  d9 11 03 72 48 a3 a9 b2  |....2......rH...|
00000230  41 d3 60 80 d5 93 ae 18  1e 3d ed a7 ac 7f a6 eb  |A.`......=......|
00000240  3c 5c 78 11 fb a6 b8 00  d6 7b 98 67 d5 fd 7c 87  |<\x......{.g..|.|
00000250  80 b9 a4 23 71 31 93 77  98 90 fc 29 95 f4 6d 09  |...#q1.w...)..m.|
00000260  87 2e 4b e7 a7 98 af 72  10 c2 dd 05 6e 60 b9 4c  |..K....r....n`.L|

00000140  d9 2b 2b 24 23 77 5b 1c  3b bd 75 5d ce 20 54 cf  |.++$#w[.;.u]. T.|
00000150  a1 63 87 1d 1e 24 c4 f3  1d 1a 50 8b aa b6 14 43  |.c...$....P....C|
00000160  ed 97 a7 75 62 f4 14 c8  52 d7 02 03 01 00 01 a3  |...ub...R.......|
00000170  81 93 30 81 90 30 0e 06  03 55 1d 0f 01 01 ff 04  |..0..0...U......|
00000180  04 03 02 05 a0 30 1d 06  03 55 1d 25 04 16 30 14  |.....0...U.%..0.|

	MOV X23, 152(X2)
	MOV X24, 160(X2)
	MOV X25, 168(X2)
	MOV X26, 176(X2)
	MOV X28, 184(X2)
	MOV X29, 192(X2)
	MOV X30, 200(X2)
	MOVD F0, 208(X2)
	MOVD F1, 216(X2)
	MOVD F2, 224(X2)
	MOVD F3, 232(X2)
	MOVD F4, 240(X2)
	MOVD F5, 248(X2)
	MOVD F6, 256(X2)
	MOVD F7, 264(X2)
	MOVD F8, 272(X2)
	MOVD F9, 280(X2)
	MOVD F10, 288(X2)
	MOVD F11, 296(X2)
	MOVD F12, 304(X2)
	MOVD F13, 312(X2)
	MOVD F14, 320(X2)

00000140  f3 58 9f 6c 61 3c c0 b0  41 d4 d9 2b 2b 24 23 77  |.X.la<..A..++$#w|
00000150  5b 1c 3b bd 75 5d ce 20  54 cf a1 63 87 1d 1e 24  |[.;.u]. T..c...$|
00000160  c4 f3 1d 1a 50 8b aa b6  14 43 ed 97 a7 75 62 f4  |....P....C...ub.|
00000170  14 c8 52 d7 02 03 01 00  01 a3 81 93 30 81 90 30  |..R.........0..0|
00000180  0e 06 03 55 1d 0f 01 01  ff 04 04 03 02 05 a0 30  |...U...........0|

f2 80 nosplit
REJECT

# Larger chains.
start 0 call f1
f1 16 call f2
f2 16 call f3
f3 16 call f4
f4 16 call f5
f5 16 call f6
f6 16 call f7
f7 16 call f8
f8 16 call end
end 1000

start 0 call f1
f1 16 nosplit call f2
f2 16 nosplit call f3
f3 16 nosplit call f4
f4 16 nosplit call f5
f5 16 nosplit call f6
f6 16 nosplit call f7
f7 16 nosplit call f8
f8 16 nosplit call end

  @test_util.deprecated_graph_mode_only
  def test_replace_tensors_by_numpy_ndarrays_with_tensor_list(self):
    num_samples = 8
    samples = [
        np.random.uniform(low=-1.0, high=1.0, size=(3, 3)).astype('f4')
        for _ in range(num_samples)
    ]

    repr_ds: repr_dataset.RepresentativeDataset = [
        {
            'input_tensor': ops.convert_to_tensor(sample),
        }
        for sample in samples

00000130  b2 ea 4e 0f 13 f0 6e 63  88 e7 9f 55 65 0b 00 00  |..N...nc...Ue...|
00000140  00 00 00 21 20 f1 10 27  87 e9 eb 1d b9 5f 0e f4  |...! ..'....._..|
00000150  67 e3 19 b6 52 b4 1a 9f  b7 68 0c 4e 25 42 3a 78  |g...R....h.N%B:x|
00000160  91 e1 9d 62 f4                                    |...b.|
>>> Flow 2 (server to client)
00000000  16 03 03 00 58 02 00 00  54 03 03 cf 21 ad 74 e5  |....X...T...!.t.|

00000050  2e 00 2b 00 02 03 04 00  33 00 24 00 1d 00 20 36  |..+.....3.$... 6|
00000060  e2 c3 a0 14 f4 9c 50 9c  08 03 5e c2 b8 4b 66 85  |......P...^..Kf.|
00000070  71 fb bb 20 6e 97 3a f6  74 be 02 31 29 8e 18 14  |q.. n.:.t..1)...|
00000080  03 03 00 01 01 17 03 03  00 17 00 79 2a 2d 44 f4  |...........y*-D.|
00000090  12 2d 7c d6 8c 7a 27 76  a5 3a 6b c1 2d 40 8f 20  |.-|..z'v.:k.-@. |

00000140  d9 2b 2b 24 23 77 5b 1c  3b bd 75 5d ce 20 54 cf  |.++$#w[.;.u]. T.|
00000150  a1 63 87 1d 1e 24 c4 f3  1d 1a 50 8b aa b6 14 43  |.c...$....P....C|
00000160  ed 97 a7 75 62 f4 14 c8  52 d7 02 03 01 00 01 a3  |...ub...R.......|
00000170  81 93 30 81 90 30 0e 06  03 55 1d 0f 01 01 ff 04  |..0..0...U......|
00000180  04 03 02 05 a0 30 1d 06  03 55 1d 25 04 16 30 14  |.....0...U.%..0.|

00000140  d9 2b 2b 24 23 77 5b 1c  3b bd 75 5d ce 20 54 cf  |.++$#w[.;.u]. T.|
00000150  a1 63 87 1d 1e 24 c4 f3  1d 1a 50 8b aa b6 14 43  |.c...$....P....C|
00000160  ed 97 a7 75 62 f4 14 c8  52 d7 02 03 01 00 01 a3  |...ub...R.......|
00000170  81 93 30 81 90 30 0e 06  03 55 1d 0f 01 01 ff 04  |..0..0...U......|
00000180  04 03 02 05 a0 30 1d 06  03 55 1d 25 04 16 30 14  |.....0...U.%..0.|