diff --git a/base_model.h5 b/base_model.h5 deleted file mode 100644 index 691b55a..0000000 Binary files a/base_model.h5 and /dev/null differ diff --git a/results_smooth.png b/results_smooth.png new file mode 100644 index 0000000..920c00c Binary files /dev/null and b/results_smooth.png differ diff --git a/theirModel.h5 b/theirModel.h5 new file mode 100644 index 0000000..f0320ca Binary files /dev/null and b/theirModel.h5 differ diff --git a/transfer/AccuracyWithDim_32_64_32/d b/transfer/AccuracyWithDim_32_64_32/d new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/d @@ -0,0 +1 @@ + diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..0e1513d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9481646167755127, 0.4047] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..b169280 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.278223928451538, 0.2762] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..8dc6412 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.6065883089065551, 0.4809] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f22684f --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.31528748626709, 0.2951] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..11e8bf5 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9612782138824463, 0.3552] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c775f5b --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9282157154083253, 0.3567] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..6f4a93c --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.089070085144043, 0.3429] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..d65f94d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.04042074546814, 0.3515] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5e3ef64 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.264288628768921, 0.2799] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..49fe703 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.6562826665878296, 0.4289] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2cbe92b --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0908262825012205, 0.2954] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..157c4f6 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.957254532432556, 0.341] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2e8a354 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8835720176696777, 0.3622] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f3d96cc --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.234799983215332, 0.3041] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f05d3f9 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.7985275886535645, 0.3738] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..005e4ad --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.120071262359619, 0.2861] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e116e53 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.6600604022979737, 0.4127] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..6cd362b --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0510482414245605, 0.2979] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..09e1830 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8674897567749023, 0.3473] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..6547e7d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8816445316314698, 0.3459] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..531ad1b --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.005647492599487, 0.3142] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..4193660 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8979509490966797, 0.327] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..87454db --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1433898933410647, 0.2596] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c2867a5 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8469593492507934, 0.3396] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f958a79 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.155874095535278, 0.2245] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5dfd41d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9515416465759277, 0.3082] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..50a31d3 --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9485857612609863, 0.3058] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..953908a --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0681490985870363, 0.2628] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c3f1b1d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.732649362182618, 0.0981] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c3f1b1d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.732649362182618, 0.0981] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c3f1b1d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.732649362182618, 0.0981] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c3f1b1d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.732649362182618, 0.0981] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c3f1b1d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.732649362182618, 0.0981] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c3f1b1d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.732649362182618, 0.0981] \ No newline at end of file diff --git a/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c3f1b1d --- /dev/null +++ b/transfer/AccuracyWithDim_32_64_32/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.732649362182618, 0.0981] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/d b/transfer/Accuracy_with_dim_32_64_64/d new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/d @@ -0,0 +1 @@ + diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..8a93132 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1103797302246092, 0.4297] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..9c27140 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.3272135566711425, 0.2863] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..6d9d7bd --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.991999614906311, 0.4734] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2f8cb22 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.605797959899902, 0.2904] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..11db730 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1176452102661134, 0.3675] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f86c7a4 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1440076608657836, 0.3771] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c78fd0c --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.478753664779663, 0.3342] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c2b0e67 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.7242630027770995, 0.3037] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..9e99d26 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.188465501022339, 0.2925] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f99f07a --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.730950020980835, 0.4499] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..00fbc25 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.15640979309082, 0.3253] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2de68df --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0397991970062255, 0.355] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..37200d4 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.078242408943176, 0.3547] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..4e2fffc --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.292889176940918, 0.3263] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..b6cecbd --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8637366456985474, 0.3602] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..21040ac --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0763050245285033, 0.2956] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..44ec7e9 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8059395236968994, 0.3788] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..09bbac2 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.981721782875061, 0.316] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..539fd59 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.938109314918518, 0.3233] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a98bb17 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8390842813491821, 0.3588] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..be05934 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.031114533996582, 0.3141] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..7b5fd84 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8915077842712402, 0.3155] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a3daf3d --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1453997123718263, 0.2439] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2b405d5 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8424050457000734, 0.3435] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a19cf6c --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.092067663383484, 0.2511] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..d884df5 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9567871425628662, 0.3043] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..4c2544f --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9786095233917236, 0.2892] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..0d11d23 --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.040593020248413, 0.266] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..22472ec --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.773006409454346, 0.0941] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..22472ec --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.773006409454346, 0.0941] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..22472ec --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.773006409454346, 0.0941] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..22472ec --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.773006409454346, 0.0941] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..22472ec --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.773006409454346, 0.0941] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..22472ec --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.773006409454346, 0.0941] \ No newline at end of file diff --git a/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..22472ec --- /dev/null +++ b/transfer/Accuracy_with_dim_32_64_64/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.773006409454346, 0.0941] \ No newline at end of file diff --git a/transfer/DanielDir/accuracy over models.png b/transfer/DanielDir/accuracy over models.png new file mode 100644 index 0000000..bbad4d7 Binary files /dev/null and b/transfer/DanielDir/accuracy over models.png differ diff --git a/transfer/DanielDir/loss over models.png b/transfer/DanielDir/loss over models.png new file mode 100644 index 0000000..30b4076 Binary files /dev/null and b/transfer/DanielDir/loss over models.png differ diff --git a/transfer/DanielDir/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c1137d5 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.5628008190155027, 0.3195] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a8e2876 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.6143001876831056, 0.2414] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_100_train_data_new_reshape_and_base_better (1).txt b/transfer/DanielDir/scores_of_model_0_and_100_train_data_new_reshape_and_base_better (1).txt new file mode 100644 index 0000000..85e7eb7 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_100_train_data_new_reshape_and_base_better (1).txt @@ -0,0 +1,2 @@ +loss acc +[2.55133599357605, 0.1649] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_100_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_100_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..85e7eb7 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_100_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.55133599357605, 0.1649] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e694002 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.3013694274902345, 0.3356] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_1500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_1500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..29cfe46 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_1500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[4.072641367340088, 0.2468] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..fac237d --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[4.80560817489624, 0.2537] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_200_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_200_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..03a0e64 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_200_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.5469339530944826, 0.1803] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f6aeb30 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[4.506700356292725, 0.269] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_300_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_300_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..4daafbc --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_300_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.9991862117767334, 0.2048] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..0d5fb44 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[4.610105368041992, 0.2703] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..9712875 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[4.729944885253906, 0.2696] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_0_and_500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_0_and_500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..04b93fa --- /dev/null +++ b/transfer/DanielDir/scores_of_model_0_and_500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.373646692276001, 0.2197] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2782179 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.349929384994507, 0.3312] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f1df82f --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.6727544933319094, 0.2344] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_100_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_100_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f7fe1b7 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_100_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.6085487617492675, 0.1627] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5c05461 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0977569177627564, 0.3489] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_1500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_1500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c71470e --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_1500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.911801306915283, 0.2645] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e27189c --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.3510195091247557, 0.2478] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_200_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_200_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..4c43234 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_200_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.484622898864746, 0.1833] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5e7a530 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.293932439804077, 0.282] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_300_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_300_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e4e858d --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_300_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.638772637557983, 0.2029] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..bbaa0ee --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.2141965759277342, 0.2984] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..1c38cf5 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.523173851776123, 0.264] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_1_and_500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_1_and_500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..823ce4b --- /dev/null +++ b/transfer/DanielDir/scores_of_model_1_and_500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.768547723007202, 0.2114] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..f2db45e --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9756667205810547, 0.339] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..04a8a7d --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.252444944381714, 0.2743] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_100_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_100_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..8f5aeb0 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_100_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.0637932418823244, 0.1448] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..685d781 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8348622310638427, 0.3786] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_1500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_1500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..19fff64 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_1500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.529914558792114, 0.2412] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..4ab1290 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.5517496662139894, 0.2548] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_200_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_200_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e2ec66f --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_200_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.5696591985702515, 0.1892] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2affe7c --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0932866968154906, 0.322] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_300_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_300_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..1cf35a0 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_300_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.608551264953613, 0.2214] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..6de2b4e --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.082364105606079, 0.3359] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..0bfe003 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1596700740814208, 0.3242] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_2_and_500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_2_and_500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..9eb534e --- /dev/null +++ b/transfer/DanielDir/scores_of_model_2_and_500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.3672086385726927, 0.2436] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..87a00ed --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.36039422454834, 0.2182] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..1bc0de9 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1876170230865477, 0.251] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_100_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_100_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..82139bd --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_100_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.1567761627197264, 0.1396] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..df06cff --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1937369873046877, 0.2576] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_1500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_1500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..192820f --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_1500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.2922522075653076, 0.2226] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..9ccedef --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1291030799865722, 0.2513] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_200_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_200_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c5073b4 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_200_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.4983932125091552, 0.1556] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..ff957dd --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1220329662323, 0.2616] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_300_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_300_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a883c2a --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_300_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.5887673389434815, 0.1957] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..adaaaa6 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.044079817390442, 0.2702] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a8148ed --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[3.834999078369141, 0.1605] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_3_and_500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_3_and_500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..7002d1b --- /dev/null +++ b/transfer/DanielDir/scores_of_model_3_and_500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.391484307670593, 0.2109] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_1000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_100_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_100_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_100_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_1500_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_1500_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_1500_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_200_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_200_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_200_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_3000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_300_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_300_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_300_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_4000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/DanielDir/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..5cc0f08 --- /dev/null +++ b/transfer/DanielDir/scores_of_model_4_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[6.001314849090576, 0.1032] \ No newline at end of file diff --git a/transfer/DanielDir/scores_of_model_4_and_500_train_data_new_reshape_and_base_better.txt 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a/transfer/Their/scores_of_their_1_model_and_2000_train.txt b/transfer/Their/scores_of_their_1_model_and_2000_train.txt new file mode 100644 index 0000000..f4e83f5 --- /dev/null +++ b/transfer/Their/scores_of_their_1_model_and_2000_train.txt @@ -0,0 +1,2 @@ +loss acc +[1.8958630363464355, 0.3165] \ No newline at end of file diff --git a/transfer/Their/scores_of_their_1_model_and_3000_train.txt b/transfer/Their/scores_of_their_1_model_and_3000_train.txt new file mode 100644 index 0000000..dffe445 --- /dev/null +++ b/transfer/Their/scores_of_their_1_model_and_3000_train.txt @@ -0,0 +1,2 @@ +loss acc +[1.8074449111938478, 0.3546] \ No newline at end of file diff --git a/transfer/Their/scores_of_their_2_model_and_2000_train.txt b/transfer/Their/scores_of_their_2_model_and_2000_train.txt new file mode 100644 index 0000000..de1c0a4 --- /dev/null +++ b/transfer/Their/scores_of_their_2_model_and_2000_train.txt @@ -0,0 +1,2 @@ +loss acc +[2.1275474647521975, 0.246] \ No newline at end of file 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+5,7 @@ import tensorflow as tf from tensorflow.python.keras.models import Model -from transfer.datasets.data_builder import get_mnist_compatible_cifar10 +from transfer.datasets.data_builder import get_mnist_compatible_cifar10, get_mnist_data from transfer.smoothness.random_forest import WaveletsForestRegressor @@ -30,52 +30,172 @@ def build_fixed_layers_models(model: Model) -> List[Model]: def calc_smoothness(x, y): wfr = WaveletsForestRegressor(regressor='random_forest', criterion='mse', depth=9, trees=5) wfr.fit(x, y) - alpha, n_wavelets, errors = wfr.evaluate_smoothness() + alpha, n_wavelets, errors = wfr.evaluate_smoothness(m=100) return alpha def plot_vec(x=0, y=None, title='', xaxis='', yaxis=''): if x == 0: x = range(1, len(y) + 1) + a = plt.figure() plt.plot(x, y) plt.title(title) plt.xlabel(xaxis) plt.ylabel(yaxis) - plt.show() + # plt.show() + a.savefig(f'{title}') def main(): - model: Model = tf.keras.models.load_model('../base_model.h5') + # model: Model = tf.keras.models.load_model(r'../base_model.h5') _, train_data, train_labels, test_data, test_labels = get_mnist_compatible_cifar10() - - for i in range(10000, train_data.shape[0] + 1, 10000): + model: Model = tf.keras.models.load_model(r'Their/TheirModel.h5') + for i in trains: models = build_fixed_layers_models(model) - for j in range(len(models)): + for j in [3]: x_train = train_data[0:i] y_train = train_labels[0:i] x_test = test_data y_test = test_labels alpha_vec = np.zeros((len(model.layers),)) - models[j].fit(x=x_train, y=y_train, batch_size=256, epochs=30, verbose=2) - for idx, layer in enumerate(models[j].layers): + current_model = models[j] + current_model.fit(x=x_train, y=y_train, batch_size=64, epochs=100, verbose=2) + for idx, layer in enumerate(current_model.layers): print('Calculating smoothness parameters for layer ' + str(idx) + '.') - get_layer_output = tf.keras.backend.function([model.layers[0].input], - [model.layers[idx].output]) - layer_output = get_layer_output([x_train])[0] - alpha_vec[idx] = calc_smoothness(layer_output.reshape(-1, layer_output.shape[0]).transpose(), - y_train) - - score = models[j].evaluate(x=x_test, y=y_test) - np.save(f'smoothness_vector_of_model_{j}_and_{i}_train_data.npy', alpha_vec) - - models[j].save(f'model_{j}_and_{i}_train_data.h5') - - with open(f'scores_of_model_{j}_and_{i}_train_data.txt', 'w') as f: - f.write('\t'.join(models[j].metrics_names)) + get_layer_output = tf.keras.backend.function([current_model.layers[0].input], + [current_model.layers[idx].output]) + layer_output = get_layer_output([train_data])[0] + # alpha_vec[idx] = calc_smoothness(layer_output.reshape(-1, layer_output.shape[0]).transpose(), + # train_labels[0:20000]) + alpha_vec[idx] = calc_smoothness(layer_output.reshape(layer_output.shape[0], + np.prod(layer_output.shape[1:])), + train_labels) + + score = current_model.evaluate(x=x_test, y=y_test) + np.save(f'Their/smoothness_vector_of_their_{j}_model_and_{i}_train.npy', alpha_vec) + # plot_vec(y=alpha_vec, title=f'Graph of model {j} and {i} train and base better') + + current_model.save(f'Their/their_{j}_model_and_{i}_train.h5') + + with open(f'Their/scores_of_their_{j}_model_and_{i}_train.txt', 'w') as f: + f.write('\t'.join(current_model.metrics_names)) f.write('\n') f.write(f'{score}') +def base_model_smoothness(): + # model: Model = tf.keras.models.load_model(r'base-model-thin-better.h5') + model: Model = tf.keras.models.load_model(r'Their/TheirModel.h5') + _, train_data, train_labels, test_data, test_labels = get_mnist_data() + # train_data = train_data[0:20000] + # train_labels = train_labels[0:20000] + alpha_vec = np.zeros((len(model.layers),)) + for idx, layer in enumerate(model.layers): + print('Calculating smoothness parameters for layer ' + str(idx) + '.') + get_layer_output = tf.keras.backend.function([model.layers[0].input], + [model.layers[idx].output]) + layer_output = get_layer_output([train_data])[0] + # alpha_vec[idx] = calc_smoothness(layer_output.reshape(-1, layer_output.shape[0]).transpose(), + # train_labels) + alpha_vec[idx] = calc_smoothness(layer_output.reshape(layer_output.shape[0], np.prod(layer_output.shape[1:])), + train_labels) + score = model.evaluate(x=test_data, y=test_labels) + np.save(f'Their/smoothness_vector_of_base_model.npy', alpha_vec) + plot_vec(y=alpha_vec, title=f'Graph of base thin better model') + with open(f'Their/scores_of_base_model.txt', 'w') as f: + f.write('\t'.join(model.metrics_names)) + f.write('\n') + f.write(f'{score}') + + +def make_accuracy_and_loss_graph_for_models(): + x = [k for k in range(1, 5 + 1)] + colors = ['r', 'g', 'b', 'c', 'm', 'k', 'y', 'indigo', 'firebrick', 'lightgreen', 'peru', 'gold'] + accuracies = [] + losses = [] + for j in trains: + accuracy = [] + loss = [] + for i in range(5): + with open(fr'Their/scores_of_their_{i}_model_and_{j}_train.txt', 'r') as f: + lines = f.readlines() + scores = lines[1].replace('[', '').replace(']', '').split(',') + scores = [float(s) for s in scores] + loss.append(scores[0]) + accuracy.append(scores[1]) + + accuracies.append(accuracy) + losses.append(loss) + + plt.figure() + plt.xlabel('number of frozen layers') + plt.ylabel('accuracy') + plt.title(f'accuracy over models') + for i in range(len(accuracies)): + plt.plot(x, accuracies[i], color=colors[i], label=f'{trains[i]} train samples') + plt.legend(loc='lower left') + plt.savefig(f'accuracy over models') + plt.close() + + plt.figure() + plt.xlabel('number of frozen layers') + plt.ylabel('loss') + plt.title(f'loss over models') + for i in range(len(accuracies)): + plt.plot(x, losses[i], color=colors[i], label=f'{trains[i]} train samples') + plt.legend(loc='upper left') + plt.savefig(f'loss over models') + plt.close() + + +def make_smoothness_graph_for_train(i): + smoothness_list = [] + for j in range(4): + model_smoothness = np.load(f'Their/smoothness_vector_of_their_{j}_model_and_{i}_train.npy') + smoothness_list.append(model_smoothness.tolist()) + + x = [k for k in range(1, 8 + 1)] + colors = ['r', 'g', 'b', 'c', 'm', 'k', 'y', 'indigo', 'firebrick', 'lightgreen', 'peru', 'gold'] + + plt.figure() + plt.xlabel('number of frozen layers') + plt.ylabel('smoothness index') + plt.title(f'smoothness over layers with {i} train') + for j in range(len(smoothness_list)): + plt.plot(x, smoothness_list[j], color=colors[j], label=f'model {j}') + plt.legend(loc='lower right') + plt.savefig(f'graphs/smoothness for train {i}') + plt.close() + + +def make_smoothness_graph_for_model(j): + smoothness_list = [] + for i in trains: + model_smoothness = np.load(f'Their/smoothness_vector_of_their_{j}_model_and_{i}_train.npy') + smoothness_list.append(model_smoothness.tolist()) + + x = [k for k in range(1, 8 + 1)] + colors = ['r', 'g', 'b', 'c', 'm', 'k', 'y', 'indigo', 'firebrick', 'lightgreen', 'peru', 'gold'] + + plt.figure() + plt.xlabel('number of frozen layers') + plt.ylabel('smoothness index') + plt.title(f'smoothness over layers for model {j}') + for i in range(len(smoothness_list)): + plt.plot(x, smoothness_list[i], color=colors[i], label=f'{trains[i]} train') + plt.legend(loc='lower right') + plt.savefig(f'graphs/smoothness for model {j}') + plt.close() + + if __name__ == '__main__': - main() + trains = [1000, 2000, 3000, 4000, 5000, 10000, 20000] + # base_model_smoothness() + # main() + # make_accuracy_and_loss_graph_for_models() + for t in trains: + make_smoothness_graph_for_train(t) + + for m in range(4): + make_smoothness_graph_for_model(m) diff --git a/transfer/graphs/smoothness for model 0.png b/transfer/graphs/smoothness for model 0.png new file mode 100644 index 0000000..593bf17 Binary files /dev/null and b/transfer/graphs/smoothness for model 0.png differ diff --git a/transfer/graphs/smoothness for model 1.png b/transfer/graphs/smoothness for model 1.png new file mode 100644 index 0000000..e6fd7a5 Binary files /dev/null and b/transfer/graphs/smoothness for model 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b/transfer/model_4_and_25000_train_data_new_reshape_and_base_better.h5 differ diff --git a/transfer/model_4_and_5000_train_data_new_reshape_and_base_better.h5 b/transfer/model_4_and_5000_train_data_new_reshape_and_base_better.h5 new file mode 100644 index 0000000..08f325d Binary files /dev/null and b/transfer/model_4_and_5000_train_data_new_reshape_and_base_better.h5 differ diff --git a/transfer/models/base_model_builder.py b/transfer/models/base_model_builder.py index 9148923..afc3e16 100644 --- a/transfer/models/base_model_builder.py +++ b/transfer/models/base_model_builder.py @@ -33,6 +33,29 @@ def build_base_model(): return model +def build_base_thin_model(): + input_shape, train_data, train_labels, test_data, test_labels = get_mnist_data() + model = tf.keras.models.Sequential() + model.add(tf.keras.layers.Conv2D(8, kernel_size=(3, 3), activation='relu', input_shape=input_shape, name='first')) + model.add(tf.keras.layers.MaxPooling2D(pool_size=(2, 2))) + model.add(tf.keras.layers.Conv2D(16, kernel_size=(3, 3), activation='relu', name='mid')) + model.add(tf.keras.layers.MaxPooling2D(pool_size=(2, 2))) + model.add(tf.keras.layers.Conv2D(8, kernel_size=(3, 3), activation='relu', name='third')) + # model.add(tf.keras.layers.MaxPooling2D(pool_size=(2, 2))) + model.add(tf.keras.layers.Flatten()) + model.add(tf.keras.layers.Dense(128, activation='relu')) + model.add(tf.keras.layers.Dense(NUMBER_OF_LABELS, activation='softmax')) + + model.compile(loss=tf.keras.losses.categorical_crossentropy, optimizer=tf.keras.optimizers.SGD(), + metrics=['accuracy']) + + history = model.fit(x=train_data, y=train_labels, batch_size=128, epochs=30, verbose=1) + + model.evaluate(test_data, test_labels, verbose=0) + plot_accuracy(history.history['acc'], 'model-accuracy-train-thin') + model.save(f'base-model-thin-better.h5') + + def plot_accuracy(accuracy, filename): plt.plot(accuracy) plt.title('Model accuracy') @@ -50,3 +73,7 @@ def get_confusion_matrix(model, test_data, test_labels): array[i] += j * test_labels[i, j] cm = confusion_matrix(array, test_predictions) return cm + + +if __name__ == '__main__': + build_base_thin_model() diff --git a/transfer/plot_smoothness_results.py b/transfer/plot_smoothness_results.py new file mode 100644 index 0000000..2929fc5 --- /dev/null +++ b/transfer/plot_smoothness_results.py @@ -0,0 +1,52 @@ +import matplotlib.pyplot as plt +import numpy as np +from matplotlib.pyplot import cm + +from transfer.config.config import TRAIN_DATA_VECTOR + + +def plot_smoothness_per_model(model_index): + means = [] + + # takes all vectors by train size --> (vec_1000train,vec_200train ...) + for i in range(len(TRAIN_DATA_VECTOR)): + cur_train_data = TRAIN_DATA_VECTOR[i] + st = f'smoothness_vector_of_model_{str(model_index)}_and_{str(cur_train_data)}_train_data.npy' + data_array = np.load(st) + means.append(tuple(data_array)) + + # taking the size, all the arays has the same size.. + num_of_layers = len(data_array) + + # data to plot + n_groups = num_of_layers + + # create plot + fig, ax = plt.subplots() + index = np.arange(n_groups) + bar_width = 0.1 + opacity = 0.9 + + color = iter(cm.rainbow(np.linspace(0, 1, len(means) + 1))) + + for i in range(len(means)): + plt.bar(index + bar_width * i, means[i], bar_width, alpha=opacity, color=next(color) + , label='train_' + str(TRAIN_DATA_VECTOR[i])) + + plt.xlabel('Layers') + plt.ylabel('Smoothness') + plt.title('Smoothness by Layers') + plt.xticks(index + bar_width, ('1', '2', '3', '4', '5', '6', '7', '8', '9')) + plt.legend() + + plt.tight_layout() + plt.savefig(f'smoothness_graph_of_model_{model_index}') + + +def main(): + for i in range(5): + plot_smoothness_per_model(i) + + +if __name__ == '__main__': + main() diff --git a/transfer/scores_of_base_model.txt b/transfer/scores_of_base_model.txt new file mode 100644 index 0000000..9247d24 --- /dev/null +++ b/transfer/scores_of_base_model.txt @@ -0,0 +1,2 @@ +loss acc +[0.1271353464744985, 0.9614] \ No newline at end of file diff --git a/transfer/scores_of_base_thin_model.txt b/transfer/scores_of_base_thin_model.txt new file mode 100644 index 0000000..9247d24 --- /dev/null +++ b/transfer/scores_of_base_thin_model.txt @@ -0,0 +1,2 @@ +loss acc +[0.1271353464744985, 0.9614] \ No newline at end of file diff --git a/transfer/scores_of_base_thin_model_new_reshape.txt b/transfer/scores_of_base_thin_model_new_reshape.txt new file mode 100644 index 0000000..9247d24 --- /dev/null +++ b/transfer/scores_of_base_thin_model_new_reshape.txt @@ -0,0 +1,2 @@ +loss acc +[0.1271353464744985, 0.9614] \ No newline at end of file diff --git a/transfer/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..01a06e7 --- /dev/null +++ b/transfer/scores_of_model_0_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.7138583709716797, 0.3989] \ No newline at end of file diff --git a/transfer/scores_of_model_0_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_0_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e0fc50e --- /dev/null +++ b/transfer/scores_of_model_0_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.7216273168563843, 0.4027] \ No newline at end of file diff --git a/transfer/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..de6528f --- /dev/null +++ b/transfer/scores_of_model_0_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.5978302772521973, 0.4445] \ No newline at end of file diff --git a/transfer/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2519e3e --- /dev/null +++ b/transfer/scores_of_model_0_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9767072780609132, 0.318] \ No newline at end of file diff --git a/transfer/scores_of_model_0_and_25000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_0_and_25000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..89cc219 --- /dev/null +++ b/transfer/scores_of_model_0_and_25000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.5549563804626465, 0.4521] \ No newline at end of file diff --git a/transfer/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..21593c0 --- /dev/null +++ b/transfer/scores_of_model_0_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.916243107032776, 0.3482] \ No newline at end of file diff --git a/transfer/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e153369 --- /dev/null +++ b/transfer/scores_of_model_1_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.7791173881530762, 0.3667] \ No newline at end of file diff --git a/transfer/scores_of_model_1_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_1_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..e682937 --- /dev/null +++ b/transfer/scores_of_model_1_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8425628940582275, 0.3605] \ No newline at end of file diff --git a/transfer/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..3dadc31 --- /dev/null +++ b/transfer/scores_of_model_1_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.6827738609313965, 0.4055] \ No newline at end of file diff --git a/transfer/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..40a00ae --- /dev/null +++ b/transfer/scores_of_model_1_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.968070715713501, 0.3065] \ No newline at end of file diff --git a/transfer/scores_of_model_1_and_25000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_1_and_25000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..3cfdc16 --- /dev/null +++ b/transfer/scores_of_model_1_and_25000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.6517558641433716, 0.4139] \ No newline at end of file diff --git a/transfer/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..98d9bf6 --- /dev/null +++ b/transfer/scores_of_model_1_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8697690570831298, 0.3433] \ No newline at end of file diff --git a/transfer/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a87fed5 --- /dev/null +++ b/transfer/scores_of_model_2_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9276067935943604, 0.3223] \ No newline at end of file diff --git a/transfer/scores_of_model_2_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_2_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..cce59e4 --- /dev/null +++ b/transfer/scores_of_model_2_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8340103366851808, 0.3479] \ No newline at end of file diff --git a/transfer/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..0ddd427 --- /dev/null +++ b/transfer/scores_of_model_2_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.8387495285034179, 0.3466] \ No newline at end of file diff --git a/transfer/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a354be8 --- /dev/null +++ b/transfer/scores_of_model_2_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.0375394184112547, 0.2818] \ No newline at end of file diff --git a/transfer/scores_of_model_2_and_25000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_2_and_25000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..80b5cca --- /dev/null +++ b/transfer/scores_of_model_2_and_25000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.7489378927230834, 0.3886] \ No newline at end of file diff --git a/transfer/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..a9ab214 --- /dev/null +++ b/transfer/scores_of_model_2_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.058705373382568, 0.2633] \ No newline at end of file diff --git a/transfer/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..3d8554d --- /dev/null +++ b/transfer/scores_of_model_3_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.2607275970458987, 0.2538] \ No newline at end of file diff --git a/transfer/scores_of_model_3_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_3_and_15000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..6ae1ac3 --- /dev/null +++ b/transfer/scores_of_model_3_and_15000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9032167110443114, 0.3266] \ No newline at end of file diff --git a/transfer/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..c12b3ed --- /dev/null +++ b/transfer/scores_of_model_3_and_20000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.933276074028015, 0.3132] \ No newline at end of file diff --git a/transfer/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..2a14b74 --- /dev/null +++ b/transfer/scores_of_model_3_and_2000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.1231622440338134, 0.2467] \ No newline at end of file diff --git a/transfer/scores_of_model_3_and_25000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_3_and_25000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..33388c5 --- /dev/null +++ b/transfer/scores_of_model_3_and_25000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[1.9218626087188722, 0.3209] \ No newline at end of file diff --git a/transfer/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..7c82d59 --- /dev/null +++ b/transfer/scores_of_model_3_and_5000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[2.716714384841919, 0.1533] \ No newline at end of file diff --git a/transfer/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt new file mode 100644 index 0000000..9a2c016 --- /dev/null +++ b/transfer/scores_of_model_4_and_10000_train_data_new_reshape_and_base_better.txt @@ -0,0 +1,2 @@ +loss acc +[5.405058332061768, 0.1007] \ No newline at end of file diff --git a/transfer/scores_of_model_4_and_15000_train_data_new_reshape_and_base_better.txt b/transfer/scores_of_model_4_and_15000_train_data_new_reshape_and_base_better.txt new file 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