python h5py(h5文件) 文件内容读取

原文链接: python h5py(h5文件) 文件内容读取

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使用递归函数显示文件数据结构

如果有value属性，表示该数据为值，打印出来，如果没有则表示数据为组group，继续递归显示

import h5py
file = h5py.File('S1aire_test_T01.h5')
def show(data):
    print('name ---', data.name)
    if 'value' in dir(data):
        # 有值的话直接打出
        # print(data.shape)
        print(data.value)
    else:
        # 是一个group的话则继续深入
        for k in data:
            show(data[k])
show(file)

name 表示数据所在的层级，根为/

vgg19

没有输出数值。。。太多了。。。。只输出形状

name --- /
name --- /layer_0
name --- /layer_1
name --- /layer_1/param_0
(64, 3, 3, 3)
name --- /layer_1/param_1
(64,)
name --- /layer_10
name --- /layer_11
name --- /layer_11/param_0
(256, 128, 3, 3)
name --- /layer_11/param_1
(256,)
name --- /layer_12
name --- /layer_13
name --- /layer_13/param_0
(256, 256, 3, 3)
name --- /layer_13/param_1
(256,)
name --- /layer_14
name --- /layer_15
name --- /layer_15/param_0
(256, 256, 3, 3)
name --- /layer_15/param_1
(256,)
name --- /layer_16
name --- /layer_17
name --- /layer_17/param_0
(256, 256, 3, 3)
name --- /layer_17/param_1
(256,)
name --- /layer_18
name --- /layer_19
name --- /layer_2
name --- /layer_20
name --- /layer_20/param_0
(512, 256, 3, 3)
name --- /layer_20/param_1
(512,)
name --- /layer_21
name --- /layer_22
name --- /layer_22/param_0
(512, 512, 3, 3)
name --- /layer_22/param_1
(512,)
name --- /layer_23
name --- /layer_24
name --- /layer_24/param_0
(512, 512, 3, 3)
name --- /layer_24/param_1
(512,)
name --- /layer_25
name --- /layer_26
name --- /layer_26/param_0
(512, 512, 3, 3)
name --- /layer_26/param_1
(512,)
name --- /layer_27
name --- /layer_28
name --- /layer_29
name --- /layer_29/param_0
(512, 512, 3, 3)
name --- /layer_29/param_1
(512,)
name --- /layer_3
name --- /layer_3/param_0
(64, 64, 3, 3)
name --- /layer_3/param_1
(64,)
name --- /layer_30
name --- /layer_31
name --- /layer_31/param_0
(512, 512, 3, 3)
name --- /layer_31/param_1
(512,)
name --- /layer_32
name --- /layer_33
name --- /layer_33/param_0
(512, 512, 3, 3)
name --- /layer_33/param_1
(512,)
name --- /layer_34
name --- /layer_35
name --- /layer_35/param_0
(512, 512, 3, 3)
name --- /layer_35/param_1
(512,)
name --- /layer_36
name --- /layer_37
name --- /layer_38
name --- /layer_38/param_0
(25088, 4096)
name --- /layer_38/param_1
(4096,)
name --- /layer_39
name --- /layer_4
name --- /layer_40
name --- /layer_40/param_0
(4096, 4096)
name --- /layer_40/param_1
(4096,)
name --- /layer_41
name --- /layer_42
name --- /layer_42/param_0
(4096, 1000)
name --- /layer_42/param_1
(1000,)
name --- /layer_5
name --- /layer_6
name --- /layer_6/param_0
(128, 64, 3, 3)
name --- /layer_6/param_1
(128,)
name --- /layer_7
name --- /layer_8
name --- /layer_8/param_0
(128, 128, 3, 3)
name --- /layer_8/param_1
(128,)
name --- /layer_9