Commit
•
64320bb
1
Parent(s):
3acb2e3
Update README.md
Browse files
README.md
CHANGED
@@ -115,20 +115,20 @@ A more in depth example on how to use the model can be found in this colab noteb
|
|
115 |
|
116 |
|
117 |
* MAX_LEN = 32
|
118 |
-
|
119 |
* TRAIN_BATCH_SIZE = 8
|
120 |
-
|
121 |
* VALID_BATCH_SIZE = 4
|
122 |
-
|
123 |
* EPOCHS = 5
|
124 |
-
|
125 |
* LEARNING_RATE = 1e-05
|
126 |
|
127 |
-
|
128 |
-
|
129 |
-
|
130 |
-
|
131 |
-
|
|
|
|
|
|
|
|
|
132 |
|
133 |
|n_example|epoch|loss|acc|
|
134 |
|------|------|------|------|
|
@@ -147,5 +147,10 @@ A more in depth example on how to use the model can be found in this colab noteb
|
|
147 |
|1000|3|0.524806430051615|86.9625520110957|
|
148 |
|1000|4|0.30662027455784463|92.64909847434119|
|
149 |
|
|
|
|
|
|
|
|
|
|
|
150 |
|
151 |
![alt text](https://media-exp1.licdn.com/dms/image/C4D0BAQHpfgjEyhtE1g/company-logo_200_200/0/1625210573748?e=1638403200&v=beta&t=toQNpiOlyim5Ja4f7Ejv8yKoCWifMsLWjkC7XnyXICI "Logo M47")
|
|
|
115 |
|
116 |
|
117 |
* MAX_LEN = 32
|
|
|
118 |
* TRAIN_BATCH_SIZE = 8
|
|
|
119 |
* VALID_BATCH_SIZE = 4
|
|
|
120 |
* EPOCHS = 5
|
|
|
121 |
* LEARNING_RATE = 1e-05
|
122 |
|
123 |
+
## Train Results
|
124 |
+
|
125 |
+
|n_example|epoch|loss|acc|
|
126 |
+
|------|------|------|------|
|
127 |
+
|100|0|2.286327266693115|12.5|
|
128 |
+
|100|1|2.018876111507416|40.0|
|
129 |
+
|100|2|1.8016730904579163|43.75|
|
130 |
+
|100|3|1.6121837735176086|46.25|
|
131 |
+
|100|4|1.41565443277359|68.75|
|
132 |
|
133 |
|n_example|epoch|loss|acc|
|
134 |
|------|------|------|------|
|
|
|
147 |
|1000|3|0.524806430051615|86.9625520110957|
|
148 |
|1000|4|0.30662027455784463|92.64909847434119|
|
149 |
|
150 |
+
|
151 |
+
|
152 |
+
|
153 |
+
## Validation Results
|
154 |
+
|
155 |
|
156 |
![alt text](https://media-exp1.licdn.com/dms/image/C4D0BAQHpfgjEyhtE1g/company-logo_200_200/0/1625210573748?e=1638403200&v=beta&t=toQNpiOlyim5Ja4f7Ejv8yKoCWifMsLWjkC7XnyXICI "Logo M47")
|