Install the TensorFlow-Addons library on Colab or Kaggle
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"**AdamW Optimization**"
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"cell_type": "markdown",
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"On Colab or Kaggle, we need to install the TensorFlow-Addons library:"
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"execution_count": 63,
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"if \"google.colab\" in sys.modules or \"kaggle_secrets\" in sys.modules:\n",
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" %pip install -q -U tensorflow-addons"
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"source": [
|
||||
|
@ -3417,7 +3434,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 116,
|
||||
"execution_count": 117,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -3512,7 +3529,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 117,
|
||||
"execution_count": 118,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -3543,7 +3560,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 118,
|
||||
"execution_count": 119,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -3559,7 +3576,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 119,
|
||||
"execution_count": 120,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -3578,7 +3595,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 120,
|
||||
"execution_count": 121,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -3600,7 +3617,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 121,
|
||||
"execution_count": 122,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -3616,7 +3633,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 122,
|
||||
"execution_count": 123,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -3653,7 +3670,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 123,
|
||||
"execution_count": 124,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -3739,7 +3756,7 @@
|
|||
"<keras.callbacks.History at 0x7fb9f02fc070>"
|
||||
]
|
||||
},
|
||||
"execution_count": 123,
|
||||
"execution_count": 124,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
@ -3752,7 +3769,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 124,
|
||||
"execution_count": 125,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -3768,7 +3785,7 @@
|
|||
"[1.5061508417129517, 0.4675999879837036]"
|
||||
]
|
||||
},
|
||||
"execution_count": 124,
|
||||
"execution_count": 125,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
@ -3805,7 +3822,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 125,
|
||||
"execution_count": 126,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -3891,7 +3908,7 @@
|
|||
"[1.4236289262771606, 0.5073999762535095]"
|
||||
]
|
||||
},
|
||||
"execution_count": 125,
|
||||
"execution_count": 126,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
@ -3948,7 +3965,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 126,
|
||||
"execution_count": 127,
|
||||
"metadata": {
|
||||
"scrolled": true
|
||||
},
|
||||
|
@ -4042,7 +4059,7 @@
|
|||
"[1.4607702493667603, 0.5026000142097473]"
|
||||
]
|
||||
},
|
||||
"execution_count": 126,
|
||||
"execution_count": 127,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
@ -4103,7 +4120,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 127,
|
||||
"execution_count": 128,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -4183,7 +4200,7 @@
|
|||
"[1.4779616594314575, 0.498199999332428]"
|
||||
]
|
||||
},
|
||||
"execution_count": 127,
|
||||
"execution_count": 128,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
@ -4244,7 +4261,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 128,
|
||||
"execution_count": 129,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -4262,7 +4279,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 129,
|
||||
"execution_count": 130,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -4285,7 +4302,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 130,
|
||||
"execution_count": 131,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -4307,7 +4324,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 131,
|
||||
"execution_count": 132,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -4316,7 +4333,7 @@
|
|||
"0.4984"
|
||||
]
|
||||
},
|
||||
"execution_count": 131,
|
||||
"execution_count": 132,
|
||||
"metadata": {},
|
||||
"output_type": "execute_result"
|
||||
}
|
||||
|
@ -4348,7 +4365,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 132,
|
||||
"execution_count": 133,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -4372,7 +4389,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 133,
|
||||
"execution_count": 134,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
@ -4404,7 +4421,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 134,
|
||||
"execution_count": 135,
|
||||
"metadata": {},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
|
@ -4428,7 +4445,7 @@
|
|||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 135,
|
||||
"execution_count": 136,
|
||||
"metadata": {},
|
||||
"outputs": [
|
||||
{
|
||||
|
|
Loading…
Reference in New Issue