Layer Information
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 |
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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 |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | cifarwideresnet0_batchnorm0_fwd | BatchNorm | [1,3,224,224] | 145.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
1 | cifarwideresnet0_conv0_fwd | Convolution | [1,3,224,224] | 13566.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
2 | cifarwideresnet0_batchnorm1_fwd | BatchNorm | [1,16,224,224] | 148.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
3 | cifarwideresnet0_stage1_batchnorm0_fwd | BatchNorm | [1,16,224,224] | 39.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
4 | cifarwideresnet0_stage1_activation0 | Activation | [1,16,224,224] | 62 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
5 | cifarwideresnet0_stage1_conv0_fwd | Convolution | [1,16,224,224] | 145354.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
6 | cifarwideresnet0_stage1_batchnorm1_fwd | BatchNorm | [1,160,224,224] | 1129.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
7 | cifarwideresnet0_stage1_activation1 | Activation | [1,160,224,224] | 449 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
8 | cifarwideresnet0_stage1_conv1_fwd | Convolution | [1,160,224,224] | 1499049 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
9 | cifarwideresnet0_stage1_conv2_fwd | Convolution | [1,16,224,224] | 42504.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
10 | cifarwideresnet0_stage1__plus0 | elemwise_add | [1,160,224,224] | 1272 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
11 | cifarwideresnet0_stage1_batchnorm2_fwd | BatchNorm | [1,160,224,224] | 657.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
12 | cifarwideresnet0_stage1_activation2 | Activation | [1,160,224,224] | 441.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
13 | cifarwideresnet0_stage1_conv3_fwd | Convolution | [1,160,224,224] | 1499230 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
14 | cifarwideresnet0_stage1_batchnorm3_fwd | BatchNorm | [1,160,224,224] | 1135.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
15 | cifarwideresnet0_stage1_activation3 | Activation | [1,160,224,224] | 443.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
16 | cifarwideresnet0_stage1_conv4_fwd | Convolution | [1,160,224,224] | 1499626 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
17 | cifarwideresnet0_stage1__plus1 | elemwise_add | [1,160,224,224] | 1112 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
18 | cifarwideresnet0_stage2_batchnorm0_fwd | BatchNorm | [1,160,224,224] | 850 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
19 | cifarwideresnet0_stage2_activation0 | Activation | [1,160,224,224] | 438.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
20 | cifarwideresnet0_stage2_conv0_fwd | Convolution | [1,160,224,224] | 700487 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
21 | cifarwideresnet0_stage2_batchnorm1_fwd | BatchNorm | [1,320,112,112] | 612.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
22 | cifarwideresnet0_stage2_activation1 | Activation | [1,320,112,112] | 222.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
23 | cifarwideresnet0_stage2_conv1_fwd | Convolution | [1,320,112,112] | 1390979.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
24 | cifarwideresnet0_stage2_conv2_fwd | Convolution | [1,160,224,224] | 81934.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
25 | cifarwideresnet0_stage2__plus0 | elemwise_add | [1,320,112,112] | 606 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
26 | cifarwideresnet0_stage2_batchnorm2_fwd | BatchNorm | [1,320,112,112] | 301.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
27 | cifarwideresnet0_stage2_activation2 | Activation | [1,320,112,112] | 220 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
28 | cifarwideresnet0_stage2_conv3_fwd | Convolution | [1,320,112,112] | 1391925.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
29 | cifarwideresnet0_stage2_batchnorm3_fwd | BatchNorm | [1,320,112,112] | 571.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
30 | cifarwideresnet0_stage2_activation3 | Activation | [1,320,112,112] | 222.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
31 | cifarwideresnet0_stage2_conv4_fwd | Convolution | [1,320,112,112] | 1391856.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
32 | cifarwideresnet0_stage2__plus1 | elemwise_add | [1,320,112,112] | 583.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
33 | cifarwideresnet0_stage3_batchnorm0_fwd | BatchNorm | [1,320,112,112] | 296.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
34 | cifarwideresnet0_stage3_activation0 | Activation | [1,320,112,112] | 220.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
35 | cifarwideresnet0_stage3_conv0_fwd | Convolution | [1,320,112,112] | 666147.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
36 | cifarwideresnet0_stage3_batchnorm1_fwd | BatchNorm | [1,640,56,56] | 312.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
37 | cifarwideresnet0_stage3_activation1 | Activation | [1,640,56,56] | 117 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
38 | cifarwideresnet0_stage3_conv1_fwd | Convolution | [1,640,56,56] | 1326187.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
39 | cifarwideresnet0_stage3_conv2_fwd | Convolution | [1,320,112,112] | 75679 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
40 | cifarwideresnet0_stage3__plus0 | elemwise_add | [1,640,56,56] | 296 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
41 | cifarwideresnet0_stage3_batchnorm2_fwd | BatchNorm | [1,640,56,56] | 155.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
42 | cifarwideresnet0_stage3_activation2 | Activation | [1,640,56,56] | 117.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
43 | cifarwideresnet0_stage3_conv3_fwd | Convolution | [1,640,56,56] | 1325949.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
44 | cifarwideresnet0_stage3_batchnorm3_fwd | BatchNorm | [1,640,56,56] | 321.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
45 | cifarwideresnet0_stage3_activation3 | Activation | [1,640,56,56] | 119 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
46 | cifarwideresnet0_stage3_conv4_fwd | Convolution | [1,640,56,56] | 1326071.667 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
47 | cifarwideresnet0_stage3__plus1 | elemwise_add | [1,640,56,56] | 312 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
48 | cifarwideresnet0_batchnorm2_fwd | BatchNorm | [1,640,56,56] | 159 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
49 | cifarwideresnet0_relu0_fwd | Activation | [1,640,56,56] | 116.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
50 | cifarwideresnet0_pool0_fwd | Pooling | [1,640,56,56] | 2433 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
51 | cifarwideresnet0_flatten0_flatten0 | Flatten | [1,640,1,1] | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | |
52 | cifarwideresnet0_dense0_fwd | FullyConnected | [1,640] | 99.333 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
Showing 1 to 53 of 53 entries