End of training

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+model_cache/15728833216685760104.blob filter=lfs diff=lfs merge=lfs -text

README.md

@@ -5,9 +5,24 @@ tags:
 - generated_from_trainer
 datasets:
 - glue
+metrics:
+- accuracy
 model-index:
 - name: bert_uncased_L-6_H-768_A-12-QAT
-  results: []
+  results:
+  - task:
+      name: Text Classification
+      type: text-classification
+    dataset:
+      name: glue
+      type: glue
+      config: sst2
+      split: validation
+      args: sst2
+    metrics:
+    - name: Accuracy
+      type: accuracy
+      value: 0.8176605504587156
 ---
 
 <!-- This model card has been generated automatically according to the information the Trainer had access to. You
@@ -16,6 +31,9 @@ should probably proofread and complete it, then remove this comment. -->
 # bert_uncased_L-6_H-768_A-12-QAT
 
 This model is a fine-tuned version of [google/bert_uncased_L-6_H-768_A-12](https://huggingface.co/google/bert_uncased_L-6_H-768_A-12) on the glue dataset.
+It achieves the following results on the evaluation set:
+- Loss: 0.7339
+- Accuracy: 0.8177
 
 ## Model description
 
@@ -34,16 +52,26 @@ More information needed
 ### Training hyperparameters
 
 The following hyperparameters were used during training:
-- learning_rate: 5e-05
-- train_batch_size: 8
-- eval_batch_size: 8
-- seed: 42
+- learning_rate: 6e-05
+- train_batch_size: 128
+- eval_batch_size: 128
+- seed: 33
 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
 - lr_scheduler_type: linear
-- num_epochs: 1.0
+- num_epochs: 7
+- mixed_precision_training: Native AMP
 
 ### Training results
 
+| Training Loss | Epoch | Step | Validation Loss | Accuracy |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|
+| 0.3055        | 1.0   | 8    | 0.4989          | 0.8303   |
+| 0.192         | 2.0   | 16   | 0.4659          | 0.8108   |
+| 0.0994        | 3.0   | 24   | 0.5389          | 0.8177   |
+| 0.0324        | 4.0   | 32   | 0.7313          | 0.8096   |
+| 0.0164        | 5.0   | 40   | 0.6689          | 0.8211   |
+| 0.0137        | 6.0   | 48   | 0.7148          | 0.8154   |
+| 0.0041        | 7.0   | 56   | 0.7339          | 0.8177   |
 
 
 ### Framework versions

logs/events.out.tfevents.1700304292.1d5d6d420ef6.77096.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:322ded7f2843b0abaf337a885b7d389bb98c563f342338afe09ecb34cd1d9171
+size 5003

logs/events.out.tfevents.1700304317.1d5d6d420ef6.77096.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9866b53043cb165c886efc073745bb26e0812ce141907e253c82c52a26b9781
+size 4323

logs/events.out.tfevents.1700304330.1d5d6d420ef6.77096.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:144a67ebe0a9f52e1db0b4e87af65066e576b80eb17ba57f944b97503b517d91
+size 4323

logs/events.out.tfevents.1700304346.1d5d6d420ef6.77096.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:04c4a004b7236045b031a77d4cad92496f36c3aed5d4f93c3413a572a1e70d14
+size 5142

logs/events.out.tfevents.1700304416.1d5d6d420ef6.77096.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5b066e908d6fed783b4f6f19289beb183cce717d31b912323e407b185d2e87c
+size 4323

logs/events.out.tfevents.1700304434.1d5d6d420ef6.77096.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de4d7c3f72d8a5fe52813c642eabf20c60551c0bc6e74e31c40861e2770a9993
+size 4323

logs/events.out.tfevents.1700304442.1d5d6d420ef6.77096.6

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3ab9f0d42ae8e7c804d7a40680c091845bbef002205053e15eeb3bf69f86f04
+size 4323

logs/events.out.tfevents.1700304454.1d5d6d420ef6.77096.7

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1d6c78dfe7b625332a74865eb75255a895828b313a88ae53046a6d8255940205
+size 4323

logs/events.out.tfevents.1700304463.1d5d6d420ef6.77096.8

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e2a08c4f20c438bc6b24128c2252930fd755a3d85c12de8bdefb15a651c51462
+size 5142

logs/events.out.tfevents.1700304494.1d5d6d420ef6.77096.9

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:75f742df241fcb000d9e7a6ef66fabe7e10e9078931da2932db6e4139a546544
+size 4184

logs/events.out.tfevents.1700304504.1d5d6d420ef6.77096.10

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2cd46285acc9b5877bf9c22df44d515ba66653a140b8a1ffa30c053deacfb313
+size 4184

logs/events.out.tfevents.1700304512.1d5d6d420ef6.77096.11

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:67eca24a63de7172f7c317cd7ba565028ab46801ddca7e3515a538e73d9d6cdd
+size 5142

logs/events.out.tfevents.1700304548.1d5d6d420ef6.77096.12

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2135a2715abe0984132f9037e8d366fa17770501f07208721cc7b953fd600474
+size 7968

model_cache/15728833216685760104.blob

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:603d561f40663732d7ad844fc09647db372b00e39d80cd547fc27a0eeafc2cc8
+size 139655433

nncf_output.log

@@ -130,3 +130,19 @@ model.nncf.set_original_unbound_forward(fn)
 if `fn` has an unbound 0-th `self` argument, or
 with model.nncf.temporary_bound_original_forward(fn): ...
 if `fn` already had 0-th `self` argument bound or never had it in the first place.
+WARNING:nncf:You are setting `forward` on an NNCF-processed model object.
+NNCF relies on custom-wrapping the `forward` call in order to function properly.
+Arbitrary adjustments to the forward function on an NNCFNetwork object have undefined behavior.
+If you need to replace the underlying forward function of the original model so that NNCF should be using that instead of the original forward function that NNCF saved during the compressed model creation, you can do this by calling:
+model.nncf.set_original_unbound_forward(fn)
+if `fn` has an unbound 0-th `self` argument, or
+with model.nncf.temporary_bound_original_forward(fn): ...
+if `fn` already had 0-th `self` argument bound or never had it in the first place.
+WARNING:nncf:You are setting `forward` on an NNCF-processed model object.
+NNCF relies on custom-wrapping the `forward` call in order to function properly.
+Arbitrary adjustments to the forward function on an NNCFNetwork object have undefined behavior.
+If you need to replace the underlying forward function of the original model so that NNCF should be using that instead of the original forward function that NNCF saved during the compressed model creation, you can do this by calling:
+model.nncf.set_original_unbound_forward(fn)
+if `fn` has an unbound 0-th `self` argument, or
+with model.nncf.temporary_bound_original_forward(fn): ...
+if `fn` already had 0-th `self` argument bound or never had it in the first place.

pytorch_model.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:9714306a601a5684ca4e944f902b17302cd9c4b25181704adf26efbf008cee23
-size 268184942
+oid sha256:f2eebddf26a1178069ab8ad0802c5be97b96cdd0f7697e747ba4a9f6e18a791e
+size 267862062

runs/Nov18_10-27-10_1d5d6d420ef6/events.out.tfevents.1700303372.1d5d6d420ef6.278.31

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c06f1bce5b1365a22f0412e7af0666bc2d1628c7ca6ecc9c2dd4d31c6817d498
+size 405

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:a946ae40b84094d79d9657770c80899b58573ab90fae3025de9580edc1380fc6
+oid sha256:4a1c7e76b5ded3ee7548593ad5aa7f2b3f20c00381ded97317ed1671fdd75f79
 size 4600