Subversion Repositories keras_to_fpga

60000 train samples
10000 test samples
_________________________________________________________________
Layer (type)                 Output Shape              Param #   
=================================================================
dense (Dense)                (None, 128)               100480    
_________________________________________________________________
dropout (Dropout)            (None, 128)               0         
_________________________________________________________________
dense_1 (Dense)              (None, 64)                8256      
_________________________________________________________________
dropout_1 (Dropout)          (None, 64)                0         
_________________________________________________________________
dense_2 (Dense)              (None, 32)                2080      
_________________________________________________________________
dense_3 (Dense)              (None, 16)                528       
_________________________________________________________________
dense_4 (Dense)              (None, 32)                544       
_________________________________________________________________
dense_5 (Dense)              (None, 64)                2112      
_________________________________________________________________
dropout_2 (Dropout)          (None, 64)                0         
_________________________________________________________________
dense_6 (Dense)              (None, 10)                650       
=================================================================
Total params: 114,650
Trainable params: 114,650
Non-trainable params: 0
_________________________________________________________________
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
dense count_params 100480
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       [ 0.05421398,  0.02757806,  0.04712007, ..., -0.0394199 ,
        -0.04619237, -0.04279351],
       [ 0.00424491, -0.03625676, -0.07952373, ..., -0.02339049,
        -0.01076538, -0.08004846],
       ...,
       [-0.05917535, -0.0261973 , -0.07832911, ..., -0.07959083,
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       [ 0.03393643, -0.01155082,  0.05016727, ...,  0.0372574 ,
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        4.1051412e-01,  3.4685212e-01, -1.9991878e-01, -1.3446571e-01,
        7.8970246e-02,  6.4623527e-02, -2.4045390e-01,  2.4050416e-01],
      dtype=float32)]
(784, 128) (128,)
weights/dense_0.txt
weights/dense_1.txt
weights/dense_2.txt
weights/dense_3.txt
weights/dense_4.txt
weights/dense_5.txt
weights/dense_6.txt
weights/dense_7.txt
weights/dense_8.txt
weights/dense_9.txt
weights/dense_10.txt
weights/dense_11.txt
weights/dense_12.txt
weights/dense_13.txt
weights/dense_14.txt
weights/dense_15.txt
weights/dense_16.txt
weights/dense_17.txt
weights/dense_18.txt
weights/dense_19.txt
weights/dense_20.txt
weights/dense_21.txt
weights/dense_22.txt
weights/dense_23.txt
weights/dense_24.txt
weights/dense_25.txt
weights/dense_26.txt
weights/dense_27.txt
weights/dense_28.txt
weights/dense_29.txt
weights/dense_30.txt
weights/dense_31.txt
weights/dense_32.txt
weights/dense_33.txt
weights/dense_34.txt
weights/dense_35.txt
weights/dense_36.txt
weights/dense_37.txt
weights/dense_38.txt
weights/dense_39.txt
weights/dense_40.txt
weights/dense_41.txt
weights/dense_42.txt
weights/dense_43.txt
weights/dense_44.txt
weights/dense_45.txt
weights/dense_46.txt
weights/dense_47.txt
weights/dense_48.txt
weights/dense_49.txt
weights/dense_50.txt
weights/dense_51.txt
weights/dense_52.txt
weights/dense_53.txt
weights/dense_54.txt
weights/dense_55.txt
weights/dense_56.txt
weights/dense_57.txt
weights/dense_58.txt
weights/dense_59.txt
weights/dense_60.txt
weights/dense_61.txt
weights/dense_62.txt
weights/dense_63.txt
weights/dense_64.txt
weights/dense_65.txt
weights/dense_66.txt
weights/dense_67.txt
weights/dense_68.txt
weights/dense_69.txt
weights/dense_70.txt
weights/dense_71.txt
weights/dense_72.txt
weights/dense_73.txt
weights/dense_74.txt
weights/dense_75.txt
weights/dense_76.txt
weights/dense_77.txt
weights/dense_78.txt
weights/dense_79.txt
weights/dense_80.txt
weights/dense_81.txt
weights/dense_82.txt
weights/dense_83.txt
weights/dense_84.txt
weights/dense_85.txt
weights/dense_86.txt
weights/dense_87.txt
weights/dense_88.txt
weights/dense_89.txt
weights/dense_90.txt
weights/dense_91.txt
weights/dense_92.txt
weights/dense_93.txt
weights/dense_94.txt
weights/dense_95.txt
weights/dense_96.txt
weights/dense_97.txt
weights/dense_98.txt
weights/dense_99.txt
weights/dense_100.txt
weights/dense_101.txt
weights/dense_102.txt
weights/dense_103.txt
weights/dense_104.txt
weights/dense_105.txt
weights/dense_106.txt
weights/dense_107.txt
weights/dense_108.txt
weights/dense_109.txt
weights/dense_110.txt
weights/dense_111.txt
weights/dense_112.txt
weights/dense_113.txt
weights/dense_114.txt
weights/dense_115.txt
weights/dense_116.txt
weights/dense_117.txt
weights/dense_118.txt
weights/dense_119.txt
weights/dense_120.txt
weights/dense_121.txt
weights/dense_122.txt
weights/dense_123.txt
weights/dense_124.txt
weights/dense_125.txt
weights/dense_126.txt
weights/dense_127.txt
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
dropout count_params 0
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
dense_1 count_params 8256
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        -0.01186762, -0.14324214],
       [-0.30516377,  0.36429188,  0.45408887, ..., -0.7399899 ,
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       [ 0.16345519,  0.04074214, -0.11941069, ...,  0.09480709,
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       ...,
       [ 0.27159476, -0.8895114 , -0.7144159 , ..., -0.24041253,
        -0.49141455, -0.6299996 ],
       [-0.07041025, -0.4710288 , -0.48655823, ...,  0.1590713 ,
        -0.31834933,  0.2993944 ],
       [-0.4389016 , -0.23386712,  0.39621878, ..., -0.5724884 ,
         0.46246573, -0.00773366]], dtype=float32), array([-0.06451031,  0.18185912, -0.2638502 ,  0.1301198 ,  0.16679066,
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       -0.18758774,  0.47985303, -0.06010382,  0.33329916, -0.08364031,
       -0.22552355, -0.4547007 ,  0.39579025, -0.6893604 , -0.55590636,
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        0.11831207, -0.4272167 , -0.17812851,  0.28087273, -0.29597118,
       -0.01123657,  0.8375383 , -0.34325677,  0.41295832], dtype=float32)]
(128, 64) (64,)
weights/dense_1_0.txt
weights/dense_1_1.txt
weights/dense_1_2.txt
weights/dense_1_3.txt
weights/dense_1_4.txt
weights/dense_1_5.txt
weights/dense_1_6.txt
weights/dense_1_7.txt
weights/dense_1_8.txt
weights/dense_1_9.txt
weights/dense_1_10.txt
weights/dense_1_11.txt
weights/dense_1_12.txt
weights/dense_1_13.txt
weights/dense_1_14.txt
weights/dense_1_15.txt
weights/dense_1_16.txt
weights/dense_1_17.txt
weights/dense_1_18.txt
weights/dense_1_19.txt
weights/dense_1_20.txt
weights/dense_1_21.txt
weights/dense_1_22.txt
weights/dense_1_23.txt
weights/dense_1_24.txt
weights/dense_1_25.txt
weights/dense_1_26.txt
weights/dense_1_27.txt
weights/dense_1_28.txt
weights/dense_1_29.txt
weights/dense_1_30.txt
weights/dense_1_31.txt
weights/dense_1_32.txt
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weights/dense_1_34.txt
weights/dense_1_35.txt
weights/dense_1_36.txt
weights/dense_1_37.txt
weights/dense_1_38.txt
weights/dense_1_39.txt
weights/dense_1_40.txt
weights/dense_1_41.txt
weights/dense_1_42.txt
weights/dense_1_43.txt
weights/dense_1_44.txt
weights/dense_1_45.txt
weights/dense_1_46.txt
weights/dense_1_47.txt
weights/dense_1_48.txt
weights/dense_1_49.txt
weights/dense_1_50.txt
weights/dense_1_51.txt
weights/dense_1_52.txt
weights/dense_1_53.txt
weights/dense_1_54.txt
weights/dense_1_55.txt
weights/dense_1_56.txt
weights/dense_1_57.txt
weights/dense_1_58.txt
weights/dense_1_59.txt
weights/dense_1_60.txt
weights/dense_1_61.txt
weights/dense_1_62.txt
weights/dense_1_63.txt
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
dropout_1 count_params 0
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
dense_2 count_params 2080
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        -0.47425994, -0.461688  ],
       [-0.14160442, -0.03968583, -0.15523721, ...,  0.05867446,
        -0.06935313,  0.32517907],
       [ 0.24277982, -0.0368945 ,  0.05504113, ..., -0.5252669 ,
         0.11660068,  0.15341444],
       ...,
       [-0.62394047, -0.11357188,  0.05841888, ..., -0.1240228 ,
         0.12064396,  0.12252483],
       [-0.26301754,  0.21254441,  0.3240623 , ..., -0.24710621,
         0.15513833, -0.19223395],
       [-0.19371602,  0.13270551,  0.16536054, ..., -0.25525495,
        -0.0757627 ,  0.27751103]], dtype=float32), array([-0.36346152,  0.2659512 ,  0.0854741 ,  0.3205718 ,  0.5283224 ,
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        0.03874616, -0.21409276, -0.2351242 ,  0.17353894,  0.34835234,
        0.18901576,  0.05814238], dtype=float32)]
(64, 32) (32,)
weights/dense_2_0.txt
weights/dense_2_1.txt
weights/dense_2_2.txt
weights/dense_2_3.txt
weights/dense_2_4.txt
weights/dense_2_5.txt
weights/dense_2_6.txt
weights/dense_2_7.txt
weights/dense_2_8.txt
weights/dense_2_9.txt
weights/dense_2_10.txt
weights/dense_2_11.txt
weights/dense_2_12.txt
weights/dense_2_13.txt
weights/dense_2_14.txt
weights/dense_2_15.txt
weights/dense_2_16.txt
weights/dense_2_17.txt
weights/dense_2_18.txt
weights/dense_2_19.txt
weights/dense_2_20.txt
weights/dense_2_21.txt
weights/dense_2_22.txt
weights/dense_2_23.txt
weights/dense_2_24.txt
weights/dense_2_25.txt
weights/dense_2_26.txt
weights/dense_2_27.txt
weights/dense_2_28.txt
weights/dense_2_29.txt
weights/dense_2_30.txt
weights/dense_2_31.txt
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
dense_3 count_params 528
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(32, 16) (16,)
weights/dense_3_0.txt
weights/dense_3_1.txt
weights/dense_3_2.txt
weights/dense_3_3.txt
weights/dense_3_4.txt
weights/dense_3_5.txt
weights/dense_3_6.txt
weights/dense_3_7.txt
weights/dense_3_8.txt
weights/dense_3_9.txt
weights/dense_3_10.txt
weights/dense_3_11.txt
weights/dense_3_12.txt
weights/dense_3_13.txt
weights/dense_3_14.txt
weights/dense_3_15.txt
++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
dense_4 count_params 544
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weights/dense_6_0.txt
weights/dense_6_1.txt
weights/dense_6_2.txt
weights/dense_6_3.txt
weights/dense_6_4.txt
weights/dense_6_5.txt
weights/dense_6_6.txt
weights/dense_6_7.txt
weights/dense_6_8.txt
weights/dense_6_9.txt