@@ -153,7 +153,7 @@ We also want to provide an example of well-known compression algorithms. Here’
153153# ## Weight compression algorithm API
154154
155155< p align=" center" >
156- < img src=” 20201221 - tfmot- compression- api/ class_graph.png" />
156+ < img src=20201221 - tfmot- compression- api/ class_graph.png / >
157157< / p>
158158
159159This is an API for a layer weight based compression algorithm.
@@ -373,7 +373,7 @@ Now we'll explain when each method is called and how many that method called for
373373
3743741. `get_compressible_weights`
375375 <p align="center">
376- <img src=” 20201221-tfmot-compression-api/get_compressible_weights.png" />
376+ <img src=20201221-tfmot-compression-api/get_compressible_weights.png />
377377 </p>
378378 ```python
379379 training_model = optimize_training(model, params)
@@ -383,7 +383,7 @@ Now we'll explain when each method is called and how many that method called for
383383
3843841. `init_training_weights_repr`
385385 <p align="center">
386- <img src=” 20201221-tfmot-compression-api/init_training_weights_repr.png" />
386+ <img src=20201221-tfmot-compression-api/init_training_weights_repr.png />
387387 </p>
388388 ```python
389389 training_model = optimize_training(model, params)
@@ -392,7 +392,7 @@ Now we'll explain when each method is called and how many that method called for
392392
3933931. `fake_decompress`
394394 <p align="center">
395- <img src=” 20201221-tfmot-compression-api/fake_decompress.png" />
395+ <img src=20201221-tfmot-compression-api/fake_decompress.png />
396396 </p>
397397 ```python
398398 training_model.fit(x_train, y_train, epochs=2)
@@ -401,7 +401,7 @@ Now we'll explain when each method is called and how many that method called for
401401
4024021. `compress`
403403 <p align="center">
404- <img src=” 20201221-tfmot-compression-api/compress.png" />
404+ <img src=20201221-tfmot-compression-api/compress.png />
405405 </p>
406406 ```python
407407 compressed_model = optimize_inference(training_model, params)
@@ -410,7 +410,7 @@ Now we'll explain when each method is called and how many that method called for
410410
4114111. `decompress`
412412 <p align="center">
413- <img src=” 20201221-tfmot-compression-api/decompress.png" />
413+ <img src=20201221-tfmot-compression-api/decompress.png />
414414 </p>
415415 ```python
416416 compressed_model.evaluate(x_test, y_test, verbose=2)
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