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layer_index	layer_name	layer_type	layer_shape	layer_duration (us)	layer_allocated_bytes	layer_peak_allocated_bytes	layer_allocator_bytes_in_use	layer_allocator_name	layer_host_temp_mem_bytes	layer_device_temp_mem_bytes	layer_host_persistent_mem_bytes	layer_device_persistent_mem_bytes

layer_index	layer_name	layer_type	layer_shape	layer_duration (us)	layer_allocated_bytes	layer_peak_allocated_bytes	layer_allocator_bytes_in_use	layer_allocator_name	layer_host_temp_mem_bytes
1	vgg_19/conv1/conv1_1/convolution-0-TransposeNHWCToNCHW-LayoutOptimizer	Transpose	[[1 3 224 224]]	91	602112	602112	575874560	GPU_0_bfc	0
2	vgg_19/conv1/conv1_1/convolution	Conv2D	[[1 64 224 224]]	269.667	12845056	13447168	588117504	GPU_0_bfc	602112
3	vgg_19/conv1/conv1_1/BiasAdd	BiasAdd	[[1 64 224 224]]	86	12845056	0	587515392	GPU_0_bfc	0
4	vgg_19/conv1/conv1_1/Relu	Relu	[[1 64 224 224]]	74.333	12845056	0	587515392	GPU_0_bfc	0
5	vgg_19/conv1/conv1_2/convolution	Conv2D	[[1 64 224 224]]	422	12845056	13402368	600360448	GPU_0_bfc	557312
6	vgg_19/conv1/conv1_2/BiasAdd	BiasAdd	[[1 64 224 224]]	79.667	12845056	0	587515392	GPU_0_bfc	0
7	vgg_19/conv1/conv1_2/Relu	Relu	[[1 64 224 224]]	70.667	12845056	0	587515392	GPU_0_bfc	0
8	vgg_19/pool1/MaxPool	MaxPool	[[1 64 112 112]]	91.333	3211264	3211264	590726656	GPU_0_bfc	0
9	vgg_19/conv2/conv2_1/convolution	Conv2D	[[1 128 112 112]]	285	6422528	7537152	584304128	GPU_0_bfc	1114624
10	vgg_19/conv2/conv2_1/BiasAdd	BiasAdd	[[1 128 112 112]]	52.333	6422528	0	581092864	GPU_0_bfc	0
11	vgg_19/conv2/conv2_1/Relu	Relu	[[1 128 112 112]]	39.667	6422528	0	581092864	GPU_0_bfc	0
12	vgg_19/conv2/conv2_2/convolution	Conv2D	[[1 128 112 112]]	383	6422528	9633792	587515392	GPU_0_bfc	3211264
13	vgg_19/conv2/conv2_2/BiasAdd	BiasAdd	[[1 128 112 112]]	52	6422528	0	581092864	GPU_0_bfc	0
14	vgg_19/conv2/conv2_2/Relu	Relu	[[1 128 112 112]]	39.667	6422528	0	581092864	GPU_0_bfc	0
15	vgg_19/pool2/MaxPool	MaxPool	[[1 128 56 56]]	60.333	1605632	1605632	582698496	GPU_0_bfc	0
16	vgg_19/conv3/conv3_1/convolution	Conv2D	[[1 256 56 56]]	308.333	3211264	7668736	579487232	GPU_0_bfc	4457472
17	vgg_19/conv3/conv3_1/BiasAdd	BiasAdd	[[1 256 56 56]]	39.667	3211264	0	577881600	GPU_0_bfc	0
18	vgg_19/conv3/conv3_1/Relu	Relu	[[1 256 56 56]]	28.667	3211264	0	577881600	GPU_0_bfc	0
19	vgg_19/conv3/conv3_2/convolution	Conv2D	[[1 256 56 56]]	443	3211264	12125184	581092864	GPU_0_bfc	8913920
20	vgg_19/conv3/conv3_2/BiasAdd	BiasAdd	[[1 256 56 56]]	39.667	3211264	0	577881600	GPU_0_bfc	0
21	vgg_19/conv3/conv3_2/Relu	Relu	[[1 256 56 56]]	27.667	3211264	0	577881600	GPU_0_bfc	0
22	vgg_19/conv3/conv3_3/convolution	Conv2D	[[1 256 56 56]]	442.333	4816896	13730816	582698496	GPU_0_bfc	8913920
23	vgg_19/conv3/conv3_3/BiasAdd	BiasAdd	[[1 256 56 56]]	40.667	4816896	0	579487232	GPU_0_bfc	0
24	vgg_19/conv3/conv3_3/Relu	Relu	[[1 256 56 56]]	26.667	4816896	0	579487232	GPU_0_bfc	0
25	vgg_19/conv3/conv3_4/convolution	Conv2D	[[1 256 56 56]]	448.667	3211264	12125184	582698496	GPU_0_bfc	8913920
26	vgg_19/conv3/conv3_4/BiasAdd	BiasAdd	[[1 256 56 56]]	39.333	3211264	0	577881600	GPU_0_bfc	0
27	vgg_19/conv3/conv3_4/Relu	Relu	[[1 256 56 56]]	27	3211264	0	577881600	GPU_0_bfc	0
28	vgg_19/pool3/MaxPool	MaxPool	[[1 256 28 28]]	58	802816	802816	578684416	GPU_0_bfc	0
29	vgg_19/conv4/conv4_1/convolution	Conv2D	[[1 512 28 28]]	342.667	1605632	19433472	577078784	GPU_0_bfc	17827840
30	vgg_19/conv4/conv4_1/BiasAdd	BiasAdd	[[1 512 28 28]]	36.333	1605632	0	576275968	GPU_0_bfc	0
31	vgg_19/conv4/conv4_1/Relu	Relu	[[1 512 28 28]]	27	1605632	0	576275968	GPU_0_bfc	0
32	vgg_19/conv4/conv4_2/convolution	Conv2D	[[1 512 28 28]]	526.667	1605632	37259264	577881600	GPU_0_bfc	35653632
33	vgg_19/conv4/conv4_2/BiasAdd	BiasAdd	[[1 512 28 28]]	36	1605632	0	576275968	GPU_0_bfc	0
34	vgg_19/conv4/conv4_2/Relu	Relu	[[1 512 28 28]]	25.333	1605632	0	576275968	GPU_0_bfc	0
35	vgg_19/conv4/conv4_3/convolution	Conv2D	[[1 512 28 28]]	526.333	2408448	38062080	578684416	GPU_0_bfc	35653632
36	vgg_19/conv4/conv4_3/BiasAdd	BiasAdd	[[1 512 28 28]]	36	2408448	0	577078784	GPU_0_bfc	0
37	vgg_19/conv4/conv4_3/Relu	Relu	[[1 512 28 28]]	25	2408448	0	577078784	GPU_0_bfc	0
38	vgg_19/conv4/conv4_4/convolution	Conv2D	[[1 512 28 28]]	531.667	1605632	37259264	578684416	GPU_0_bfc	35653632
39	vgg_19/conv4/conv4_4/BiasAdd	BiasAdd	[[1 512 28 28]]	36	1605632	0	576275968	GPU_0_bfc	0
40	vgg_19/conv4/conv4_4/Relu	Relu	[[1 512 28 28]]	26	1605632	0	576275968	GPU_0_bfc	0
41	vgg_19/pool4/MaxPool	MaxPool	[[1 512 14 14]]	53.667	401408	401408	576677376	GPU_0_bfc	0
42	vgg_19/conv5/conv5_1/convolution	Conv2D	[[1 512 14 14]]	377.333	401408	36055040	575473152	GPU_0_bfc	35653632
43	vgg_19/conv5/conv5_1/BiasAdd	BiasAdd	[[1 512 14 14]]	32.333	401408	0	575071744	GPU_0_bfc	0
44	vgg_19/conv5/conv5_1/Relu	Relu	[[1 512 14 14]]	25.333	401408	0	575071744	GPU_0_bfc	0
45	vgg_19/conv5/conv5_2/convolution	Conv2D	[[1 512 14 14]]	372.333	401408	36055040	575473152	GPU_0_bfc	35653632
46	vgg_19/conv5/conv5_2/BiasAdd	BiasAdd	[[1 512 14 14]]	35.333	401408	0	575071744	GPU_0_bfc	0
47	vgg_19/conv5/conv5_2/Relu	Relu	[[1 512 14 14]]	25.333	401408	0	575071744	GPU_0_bfc	0
48	vgg_19/conv5/conv5_3/convolution	Conv2D	[[1 512 14 14]]	376.667	401408	36055040	575473152	GPU_0_bfc	35653632
49	vgg_19/conv5/conv5_3/BiasAdd	BiasAdd	[[1 512 14 14]]	31.667	401408	0	575071744	GPU_0_bfc	0
50	vgg_19/conv5/conv5_3/Relu	Relu	[[1 512 14 14]]	23.667	401408	0	575071744	GPU_0_bfc	0
51	vgg_19/conv5/conv5_4/convolution	Conv2D	[[1 512 14 14]]	375.667	401408	36055040	575473152	GPU_0_bfc	35653632
52	vgg_19/conv5/conv5_4/BiasAdd	BiasAdd	[[1 512 14 14]]	31.333	401408	0	575071744	GPU_0_bfc	0
53	vgg_19/conv5/conv5_4/Relu	Relu	[[1 512 14 14]]	23.667	401408	0	575071744	GPU_0_bfc	0
54	vgg_19/pool5/MaxPool	MaxPool	[[1 512 7 7]]	55	100352	100352	575172096	GPU_0_bfc	0
55	vgg_19/fc6/convolution	Conv2D	[[1 4096 1 1]]	27284.667	16384	411058176	574787072	GPU_0_bfc	411041792
56	vgg_19/fc6/BiasAdd	BiasAdd	[[1 4096 1 1]]	26.667	16384	0	574686720	GPU_0_bfc	0
57	vgg_19/fc6/Relu	Relu	[[1 4096 1 1]]	18	16384	0	574686720	GPU_0_bfc	0
58	vgg_19/fc7/convolution	Conv2D	[[1 4096 1 1]]	923.333	16384	67125248	574703104	GPU_0_bfc	67108864
59	vgg_19/fc7/BiasAdd	BiasAdd	[[1 4096 1 1]]	23.667	16384	0	574686720	GPU_0_bfc	0
60	vgg_19/fc7/Relu	Relu	[[1 4096 1 1]]	17.333	16384	0	574686720	GPU_0_bfc	0
61	vgg_19/fc8/convolution	Conv2D	[[1 1000 1 1]]	420	4096	16388096	574690816	GPU_0_bfc	16384000
62	vgg_19/fc8/BiasAdd	BiasAdd	[[1 1000 1 1]]	23	4096	0	574674432	GPU_0_bfc	0
63	vgg_19/fc8/BiasAdd-0-0-TransposeNCHWToNHWC-LayoutOptimizer	Transpose	[[1 1 1 1000]]	5.667	4096	0	574674432	GPU_0_bfc	0
64	vgg_19/fc8/squeezed	Squeeze	[[1 1000]]	8	4096	0	574674432	GPU_0_bfc	0

Showing 1 to 64 of 64 entries

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