Chouffe commented on a change in pull request #15023: Extend Clojure BERT
example
URL: https://github.com/apache/incubator-mxnet/pull/15023#discussion_r292339395
##########
File path:
contrib/clojure-package/examples/bert/src/bert/bert_sentence_classification.clj
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@@ -157,4 +183,42 @@
(comment
(train (context/cpu 0) 3)
- (m/save-checkpoint model {:prefix "fine-tune-sentence-bert" :epoch 3}))
+
+ (m/save-checkpoint model {:prefix fine-tuned-prefix :epoch 3})
+
+
+ ;;;; Explore results from the fine-tuned model
+
+ ;; We need a predictor with a batch size of 1, so we can feed the
+ ;; model a single sentence pair.
+ (def fine-tuned-predictor
+ (infer/create-predictor (infer/model-factory fine-tuned-prefix
+ [{:name "data0" :shape [1
seq-length] :dtype dtype/FLOAT32 :layout layout/NT}
+ {:name "data1" :shape [1
seq-length] :dtype dtype/FLOAT32 :layout layout/NT}
+ {:name "data2" :shape [1]
:dtype dtype/FLOAT32 :layout layout/N}])
+ {:epoch 3}))
Review comment:
With the `infer` API I suppose? Maybe we could change this at some point
@kedarbellare?
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