From 0bacc8daeb18b3928c55fc2161130f58e721f7d0 Mon Sep 17 00:00:00 2001 From: pankhurivanjani Date: Sun, 30 Aug 2020 08:59:49 +0000 Subject: [PATCH] Adding results from non-recurrent neural networks --- .../10_False_tanh_mean_squared_error_10.h5 | Bin 0 -> 70568 bytes ...lse_tanh_mean_squared_error_10_history.png | Bin 0 -> 21490 bytes ..._tanh_mean_squared_error_10_properties.png | Bin 0 -> 51007 bytes ..._tanh_mean_squared_error_10_properties.txt | 25 + .../complex/error_result.txt | 50000 ++++++++++++++++ .../complex/error_stats/Real_VS_Pred.png | Bin 0 -> 30686 bytes .../complex/error_stats/abs_hist.png | Bin 0 -> 18823 bytes .../complex/error_stats/breakdown.png | Bin 0 -> 14471 bytes .../complex/error_stats/error_stats.png | Bin 0 -> 150106 bytes .../complex/error_stats/max_error.png | Bin 0 -> 21474 bytes .../complex/error_stats/rel_hist.png | Bin 0 -> 20928 bytes .../10_False_tanh_mean_squared_error_10.h5 | Bin 0 -> 70568 bytes ...lse_tanh_mean_squared_error_10_history.png | Bin 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a/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt new file mode 100644 index 0000000..b1f0e8f --- /dev/null +++ b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 15 +Execution time: 284.8 diff --git a/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt new file mode 100644 index 0000000..1b08b63 --- /dev/null +++ b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [20. 29.] +Position: [20. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [ 55. 116.] +Position: [ 55. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [ 53. 116.] +Position: [ 53. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [35. 87.] +Position: [35. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [71. 29.] +Position: [71. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [25. 58.] +Position: [25. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [ 5. 87.] +Position: [ 5. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [27. 58.] +Position: [27. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [ 39. 116.] +Position: [ 39. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [35. 58.] +Position: [35. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 87.] +Position: [ 2. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [65. 87.] +Position: [65. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [45. 87.] +Position: [45. 87.] +Error: 0.0 (0.0%) 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b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 18 +Execution time: 351.03 diff --git a/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt new file mode 100644 index 0000000..1b08b63 --- /dev/null +++ b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [20. 29.] +Position: [20. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [ 55. 116.] +Position: [ 55. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [ 53. 116.] +Position: [ 53. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [35. 87.] +Position: [35. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [71. 29.] +Position: [71. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [25. 58.] +Position: [25. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [ 5. 87.] +Position: [ 5. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [27. 58.] +Position: [27. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [ 39. 116.] +Position: [ 39. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [35. 58.] +Position: [35. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 87.] +Position: [ 2. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [65. 87.] +Position: [65. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [45. 87.] +Position: [45. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [54. 29.] +Position: [54. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [22. 29.] +Position: [22. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [38. 29.] +Position: [38. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [39. 87.] +Position: [39. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 2. 87.] +Position: [ 2. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [15. 58.] +Position: [15. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [50. 58.] +Position: [50. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [32. 58.] +Position: [32. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [68. 29.] +Position: [68. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [27. 58.] +Position: [27. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [ 9. 58.] +Position: [ 9. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [71. 58.] +Position: [71. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [20. 87.] +Position: [20. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [ 67. 116.] +Position: [ 67. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [50. 29.] +Position: [50. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [28. 58.] +Position: [28. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [ 9. 29.] +Position: [ 9. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [ 31. 116.] +Position: [ 31. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [39. 58.] +Position: [39. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 34. 116.] +Position: [ 34. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [ 4. 116.] +Position: [ 4. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [ 55. 116.] +Position: [ 55. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [43. 58.] +Position: [43. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 18. 116.] +Position: [ 18. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [43. 29.] +Position: [43. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [ 27. 116.] +Position: [ 27. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [ 1. 87.] +Position: [ 1. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 9. 87.] +Position: [ 9. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [ 2. 58.] +Position: [ 2. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [50. 29.] +Position: [50. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [77. 29.] +Position: [77. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 45: +Target position: [49. 29.] +Position: [49. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 46: +Target position: [21. 58.] +Position: [21. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 47: +Target position: [ 35. 116.] +Position: [ 35. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 48: +Target position: [ 6. 58.] +Position: [ 6. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 49: +Target position: [32. 87.] +Position: [32. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 50: +Target position: [ 59. 116.] +Position: [ 59. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 51: +Target position: [36. 29.] +Position: [36. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 52: +Target position: [30. 29.] +Position: [30. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 53: +Target position: [16. 87.] +Position: [16. 87.] +Error: 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[51. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1995: +Target position: [36. 87.] +Position: [36. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1996: +Target position: [32. 87.] +Position: [32. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1997: +Target position: [68. 29.] +Position: [68. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1998: +Target position: [ 42. 116.] +Position: [ 42. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1999: +Target position: [79. 29.] +Position: [79. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2000: +Target position: [67. 87.] +Position: [67. 87.] +Error: 0.0 (0.0%) 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+================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 22 +Execution time: 420.23 diff --git a/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt new file mode 100644 index 0000000..1b08b63 --- /dev/null +++ b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [20. 29.] +Position: [20. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [ 55. 116.] +Position: [ 55. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [ 53. 116.] +Position: [ 53. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [35. 87.] +Position: [35. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [71. 29.] +Position: [71. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [25. 58.] +Position: [25. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [ 5. 87.] +Position: [ 5. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [27. 58.] +Position: [27. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [ 39. 116.] +Position: [ 39. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [35. 58.] +Position: [35. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 87.] +Position: [ 2. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [65. 87.] +Position: [65. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [45. 87.] +Position: [45. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [54. 29.] +Position: [54. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [22. 29.] +Position: [22. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [38. 29.] +Position: [38. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [39. 87.] +Position: [39. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 2. 87.] +Position: [ 2. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [15. 58.] +Position: [15. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [50. 58.] +Position: [50. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [32. 58.] +Position: [32. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [68. 29.] +Position: [68. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [27. 58.] +Position: [27. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [ 9. 58.] +Position: [ 9. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [71. 58.] +Position: [71. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [20. 87.] +Position: [20. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [ 67. 116.] +Position: [ 67. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [50. 29.] +Position: [50. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [28. 58.] +Position: [28. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [ 9. 29.] +Position: [ 9. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [ 31. 116.] +Position: [ 31. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [39. 58.] +Position: [39. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 34. 116.] +Position: [ 34. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [ 4. 116.] +Position: [ 4. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [ 55. 116.] +Position: [ 55. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [43. 58.] +Position: [43. 58.] +Error: 0.0 (0.0%) 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+Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 50: +Target position: [ 59. 116.] +Position: [ 59. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 51: +Target position: [36. 29.] +Position: [36. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 52: +Target position: [30. 29.] +Position: [30. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 53: +Target position: [16. 87.] +Position: [16. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 54: +Target position: [52. 29.] +Position: [52. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 55: +Target position: [79. 29.] +Position: [79. 29.] +Error: 0.0 (0.0%) 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[51. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1995: +Target position: [36. 87.] +Position: [36. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1996: +Target position: [32. 87.] +Position: [32. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1997: +Target position: [68. 29.] +Position: [68. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1998: +Target position: [ 42. 116.] +Position: [ 42. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1999: +Target position: [79. 29.] +Position: [79. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2000: +Target position: [67. 87.] +Position: [67. 87.] +Error: 0.0 (0.0%) 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a/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt new file mode 100644 index 0000000..728da9c --- /dev/null +++ b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 37 +Execution time: 721.94 diff --git a/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt new file mode 100644 index 0000000..1b48501 --- /dev/null +++ b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [13. 87.] +Position: [13. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [24. 29.] +Position: [24. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [70. 29.] +Position: [70. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [33. 87.] +Position: [32. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 17. 116.] +Position: [ 17. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 77. 116.] +Position: [ 76. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [29. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [51. 58.] +Position: [50. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [48. 58.] +Position: [47. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [25. 58.] +Position: [27. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 116.] +Position: [ 2. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [37. 87.] +Position: [39. 87.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [28. 87.] +Position: [28. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [ 1. 58.] +Position: [ 1. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [55. 58.] +Position: [56. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 53. 116.] +Position: [ 52. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [29. 58.] +Position: [29. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 14. 116.] +Position: [ 17. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [27. 29.] +Position: [27. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [ 56. 116.] +Position: [ 56. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [ 3. 116.] +Position: [ 3. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [ 52. 116.] +Position: [ 52. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [31. 29.] +Position: [31. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [21. 87.] +Position: [21. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [72. 29.] +Position: [71. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [62. 29.] +Position: [62. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [47. 29.] +Position: [48. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [ 27. 116.] +Position: [ 27. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [ 46. 116.] +Position: [ 45. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [67. 29.] +Position: [67. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [25. 87.] +Position: [24. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [72. 58.] +Position: [73. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [20. 29.] +Position: [21. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [22. 29.] +Position: [23. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [49. 29.] +Position: [47. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [77. 58.] +Position: [78. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [64. 87.] +Position: [65. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [ 37. 116.] +Position: [ 34. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [ 54. 116.] +Position: [ 54. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [34. 58.] +Position: [32. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 56. 116.] +Position: [ 56. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [30. 29.] +Position: [29. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [ 1. 116.] +Position: [ -1. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [26. 29.] +Position: [26. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 45: +Target position: [ 54. 116.] +Position: [ 53. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 46: +Target position: [79. 29.] +Position: [77. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 47: +Target position: [18. 87.] +Position: [19. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 48: +Target position: [ 3. 87.] +Position: [ 3. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 49: +Target position: [34. 58.] +Position: [35. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 50: +Target position: [36. 87.] +Position: [36. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 51: +Target position: [70. 29.] +Position: [69. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 52: +Target position: [64. 29.] +Position: [62. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 53: +Target position: [13. 29.] +Position: [12. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 54: +Target position: [61. 87.] +Position: [63. 87.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 55: +Target position: [12. 58.] +Position: [12. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 56: +Target position: [61. 87.] +Position: [61. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 57: +Target position: [44. 87.] +Position: [44. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 58: +Target position: [ 7. 116.] +Position: [ 8. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 59: +Target position: [12. 29.] +Position: [12. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 60: +Target position: [16. 58.] +Position: [16. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 61: +Target position: [53. 29.] +Position: [52. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 62: +Target position: [40. 87.] +Position: [41. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 63: +Target position: [58. 87.] +Position: [59. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 64: +Target position: [69. 58.] +Position: [68. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 65: +Target position: [ 0. 116.] +Position: [ 0. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 66: +Target position: [ 65. 116.] +Position: [ 65. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 67: +Target position: [54. 58.] +Position: [54. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 68: +Target position: [55. 87.] +Position: [55. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 69: +Target position: [18. 29.] +Position: [18. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 70: +Target position: [12. 29.] +Position: [11. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 71: +Target position: [62. 58.] +Position: [61. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 72: +Target position: [52. 58.] +Position: [55. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 73: +Target position: [ 5. 58.] +Position: [ 5. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 74: +Target position: [32. 29.] +Position: [32. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 75: +Target position: [ 0. 87.] +Position: [ 1. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 76: +Target position: [23. 58.] +Position: [22. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 77: +Target position: [ 52. 116.] +Position: [ 53. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 78: +Target position: [26. 58.] +Position: [26. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 79: +Target position: [27. 29.] +Position: [26. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 80: +Target position: [65. 58.] +Position: [65. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 81: +Target position: [ 30. 116.] +Position: [ 30. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 82: +Target position: [24. 58.] +Position: [23. 58.] +Error: 1.0 (0.69%) 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+-------------------------------------------------------------- +Processed sample 9993: +Target position: [79. 58.] +Position: [77. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 9994: +Target position: [11. 58.] +Position: [12. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 9995: +Target position: [13. 29.] +Position: [13. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9996: +Target position: [42. 29.] +Position: [42. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9997: +Target position: [65. 29.] +Position: [65. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9998: +Target position: [49. 58.] +Position: [51. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 9999: +Target position: [23. 58.] +Position: [23. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- diff --git a/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/error_stats/Real_VS_Pred.png b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex/error_stats/Real_VS_Pred.png new file mode 100644 index 0000000000000000000000000000000000000000..bed22cad1812491db5e22220fed2cb61caa19f25 GIT binary patch literal 31546 zcmd@6byQaE*EI}pLPC&~?nXK!q)SjlK|}$SPC+E4OHm}Gq(r1ux+Rp9MwF10P66p| zc-QuK-}f_~Z#>WYjq&~aU1MAWPvtz%y^muZYt1$1Tsv6nmfD5$wC527xp4iOiZ+5^ z`XdO&Bpwd@jabj79u03z_v2&f@Q?nV-VK2Sny6aw-+`9EPVeN;v<(njL*FVxJg&HK- z7%K3ex!9~Wt^)d}mS*h8prD|(??M>ttgNghA{t0Ayv`#eSAdtSyp8|=^Uv*ntB+Qz zib_ix=Q`q<^u^s)AGVo`EDx96c-|J&rn9rqgVmpNSJ}yFlda=dZ|~H~N?5twh*D@#ds%X8yJ8~{CA#mD>W6)tfC?k{s-kMuCC(K 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/dev/null +++ b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 22 +Execution time: 448.68 diff --git a/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt new file mode 100644 index 0000000..5805770 --- /dev/null +++ b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [13. 87.] +Position: [12. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [24. 29.] +Position: [24. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [70. 29.] +Position: [70. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [33. 87.] +Position: [32. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [48. 29.] +Position: [49. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 17. 116.] +Position: [ 18. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 77. 116.] +Position: [ 77. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [29. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [51. 58.] +Position: [51. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [48. 58.] +Position: [48. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [25. 58.] +Position: [25. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 116.] +Position: [ 2. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [37. 87.] +Position: [39. 87.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [28. 87.] +Position: [27. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [ 1. 58.] +Position: [ 1. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [55. 58.] +Position: [54. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 53. 116.] +Position: [ 50. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [29. 58.] +Position: [29. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 14. 116.] +Position: [ 14. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [27. 29.] +Position: [27. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [ 56. 116.] +Position: [ 55. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [ 3. 116.] +Position: [ 5. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [ 52. 116.] +Position: [ 52. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [31. 29.] +Position: [31. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [21. 87.] +Position: [20. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [72. 29.] +Position: [70. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [62. 29.] +Position: [60. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [47. 29.] +Position: [48. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [ 27. 116.] +Position: [ 29. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [ 46. 116.] +Position: [ 45. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [67. 29.] +Position: [68. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [25. 87.] +Position: [26. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [72. 58.] +Position: [72. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [20. 29.] +Position: [20. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [22. 29.] +Position: [21. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [49. 29.] +Position: [48. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [77. 58.] +Position: [79. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [64. 87.] +Position: [64. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [ 37. 116.] +Position: [ 36. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [ 54. 116.] +Position: [ 53. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [34. 58.] +Position: [33. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 56. 116.] +Position: [ 55. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [30. 29.] +Position: [28. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [ 1. 116.] +Position: [ -1. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [26. 29.] +Position: [26. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 45: +Target position: [ 54. 116.] +Position: [ 51. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 46: +Target position: [79. 29.] +Position: [77. 29.] +Error: 2.0 (1.39%) 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58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 79: +Target position: [27. 29.] +Position: [26. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 80: +Target position: [65. 58.] +Position: [65. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 81: +Target position: [ 30. 116.] +Position: [ 32. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 82: +Target position: [24. 58.] +Position: [22. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 83: +Target position: [ 16. 116.] +Position: [ 15. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 84: +Target position: [ 0. 87.] +Position: [ 0. 87.] +Error: 0.0 (0.0%) 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[75. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 98: +Target position: [ 68. 116.] +Position: [ 66. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 99: +Target position: [ 29. 116.] +Position: [ 31. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 100: +Target position: [ 10. 116.] +Position: [ 10. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 101: +Target position: [ 26. 116.] +Position: [ 26. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 102: +Target position: [65. 58.] +Position: [65. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 103: +Target position: [37. 87.] +Position: [39. 87.] +Error: 2.0 (1.39%) 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+================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 31 +Execution time: 595.23 diff --git a/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt new file mode 100644 index 0000000..c65910f --- /dev/null +++ b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [13. 87.] +Position: [13. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [24. 29.] +Position: [26. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [70. 29.] +Position: [70. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [33. 87.] +Position: [32. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [48. 29.] +Position: [49. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 17. 116.] +Position: [ 18. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 77. 116.] +Position: [ 77. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [28. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [51. 58.] +Position: [51. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [48. 58.] +Position: [48. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [25. 58.] +Position: [26. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 116.] +Position: [ 3. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [37. 87.] +Position: [38. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [28. 87.] +Position: [27. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [ 1. 58.] +Position: [-0. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [55. 58.] +Position: [56. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 53. 116.] +Position: [ 52. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [29. 58.] +Position: [29. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 14. 116.] +Position: [ 15. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [27. 29.] +Position: [28. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [ 56. 116.] +Position: [ 54. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [ 3. 116.] +Position: [ 4. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [ 52. 116.] +Position: [ 52. 116.] +Error: 0.0 (0.0%) 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+_________________________________________________________________ +dense_1 (Dense) (None, 2) 402 +================================================================= +Total params: 432 +Trainable params: 432 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 27 +Execution time: 465.56 diff --git a/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt new file mode 100644 index 0000000..8f1fd98 --- /dev/null +++ b/previous-results/NOREC/parabolic_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [13. 87.] +Position: [14. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [24. 29.] +Position: [25. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [70. 29.] +Position: [70. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [33. 87.] +Position: [33. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 17. 116.] +Position: [ 17. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 77. 116.] +Position: [ 77. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [29. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [51. 58.] +Position: [51. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [48. 58.] +Position: [48. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [25. 58.] +Position: [26. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 116.] +Position: [ 3. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [37. 87.] +Position: [38. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [28. 87.] +Position: [28. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [ 1. 58.] +Position: [ 1. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [55. 58.] +Position: [55. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 53. 116.] +Position: [ 52. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [29. 58.] +Position: [30. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 14. 116.] +Position: [ 16. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [27. 29.] +Position: [27. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [ 56. 116.] +Position: [ 54. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [ 3. 116.] +Position: [ 3. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [ 52. 116.] +Position: [ 52. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [31. 29.] +Position: [32. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [21. 87.] +Position: [21. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [72. 29.] +Position: [71. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [62. 29.] +Position: [62. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [47. 29.] +Position: [48. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [ 27. 116.] +Position: [ 29. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [ 46. 116.] +Position: [ 46. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [67. 29.] +Position: [69. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [25. 87.] +Position: [25. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [72. 58.] +Position: [71. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [20. 29.] +Position: [20. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [22. 29.] +Position: [24. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [49. 29.] +Position: [47. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [77. 58.] +Position: [77. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [64. 87.] +Position: [65. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [ 37. 116.] +Position: [ 35. 117.] +Error: 2.24 (1.55%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [ 54. 116.] +Position: [ 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a/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt new file mode 100644 index 0000000..e8d06c8 --- /dev/null +++ b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 37 +Execution time: 706.68 diff --git a/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt new file mode 100644 index 0000000..e2f5ebc --- /dev/null +++ b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [15. 87.] +Position: [38. 87.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [59. 58.] +Position: [42. 58.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [51. 87.] +Position: [46. 87.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [76. 87.] +Position: [52. 87.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [52. 29.] +Position: [30. 29.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 70. 116.] +Position: [ 58. 116.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 25. 116.] +Position: [ 40. 116.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [41. 58.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [ 58. 116.] +Position: [ 38. 116.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [46. 87.] +Position: [58. 87.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [ 51. 116.] +Position: [ 30. 116.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [51. 29.] +Position: [42. 29.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [ 41. 116.] +Position: [ 26. 116.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [64. 29.] +Position: [46. 29.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [35. 29.] +Position: [51. 29.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [ 63. 116.] +Position: [ 43. 116.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 63. 116.] +Position: [ 57. 116.] +Error: 6.0 (4.16%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [37. 29.] +Position: [47. 29.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 7. 58.] +Position: [30. 58.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [31. 58.] +Position: [32. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [31. 58.] +Position: [44. 58.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [23. 58.] +Position: [27. 58.] +Error: 4.0 (2.77%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [32. 58.] +Position: [43. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [29. 58.] +Position: [40. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [ 18. 116.] +Position: [ 35. 116.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [ 52. 116.] +Position: [ 44. 116.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [19. 58.] +Position: [40. 58.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [62. 29.] +Position: [43. 29.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [11. 87.] +Position: [35. 87.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [25. 87.] +Position: [33. 87.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [17. 58.] +Position: [47. 58.] +Error: 30.0 (20.8%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [50. 58.] +Position: [34. 58.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [ 32. 116.] +Position: [ 42. 116.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 67. 116.] +Position: [ 53. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [46. 29.] +Position: [44. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [18. 29.] +Position: [34. 29.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [ 74. 116.] +Position: [ 43. 116.] +Error: 31.0 (21.49%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 2. 116.] +Position: [ 33. 116.] +Error: 31.0 (21.49%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [30. 58.] +Position: [41. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [21. 29.] +Position: [44. 29.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [69. 87.] +Position: [46. 87.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 31. 116.] +Position: [ 50. 116.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [43. 58.] +Position: [35. 58.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [51. 58.] +Position: [38. 58.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [15. 58.] +Position: [48. 58.] +Error: 33.0 (22.88%) +-------------------------------------------------------------- +Processed sample 45: +Target position: [28. 87.] +Position: [39. 87.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 46: +Target position: [ 17. 116.] +Position: [ 15. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 47: +Target position: [75. 87.] +Position: [53. 87.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 48: +Target position: [ 33. 116.] +Position: [ 50. 116.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 49: +Target position: [ 45. 116.] +Position: [ 50. 116.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 50: +Target position: [27. 29.] +Position: [39. 29.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 51: +Target position: [18. 87.] +Position: [32. 87.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 52: +Target position: [36. 29.] +Position: [49. 29.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 53: +Target position: [ 56. 116.] +Position: [ 45. 116.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 54: +Target position: [ 53. 116.] +Position: [ 50. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 55: +Target position: [17. 58.] +Position: [25. 58.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 56: +Target position: [60. 29.] +Position: [41. 29.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 57: +Target position: [53. 87.] +Position: [37. 87.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 58: +Target position: [31. 87.] +Position: [16. 87.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 59: +Target position: [17. 87.] +Position: [29. 87.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 60: +Target position: [ 75. 116.] +Position: [ 59. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 61: +Target position: [37. 58.] +Position: [37. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 62: +Target position: [12. 87.] +Position: [29. 87.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 63: +Target position: [54. 58.] +Position: [44. 58.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 64: +Target position: [ 24. 116.] +Position: [ 38. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 65: +Target position: [38. 29.] +Position: [50. 29.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 66: +Target position: [44. 87.] +Position: [34. 87.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 67: +Target position: [ 0. 29.] +Position: [33. 29.] +Error: 33.0 (22.88%) +-------------------------------------------------------------- +Processed sample 68: +Target position: [ 24. 116.] +Position: [ 42. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 69: +Target position: [ 49. 116.] +Position: [ 28. 116.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 70: +Target position: [35. 87.] +Position: [43. 87.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 71: +Target position: [15. 58.] +Position: [40. 58.] +Error: 25.0 (17.33%) +-------------------------------------------------------------- +Processed sample 72: +Target position: [66. 29.] +Position: [34. 29.] +Error: 32.0 (22.19%) +-------------------------------------------------------------- +Processed sample 73: +Target position: [18. 29.] +Position: [37. 29.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 74: +Target position: [17. 58.] +Position: [35. 58.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 75: +Target position: [18. 29.] +Position: [41. 29.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 76: +Target position: [56. 29.] +Position: [41. 29.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 77: +Target position: [35. 29.] +Position: [40. 29.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 78: +Target position: [40. 58.] +Position: [33. 58.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 79: +Target position: [ 7. 87.] +Position: [26. 87.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 80: +Target position: [30. 58.] +Position: [35. 58.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 81: +Target position: [ 51. 116.] +Position: [ 33. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 82: +Target position: [39. 29.] +Position: [48. 29.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 83: +Target position: [49. 87.] +Position: [60. 87.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 84: +Target position: [18. 58.] +Position: [30. 58.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 85: +Target position: [39. 29.] +Position: [32. 29.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 86: +Target position: [ 10. 116.] +Position: [ 26. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 87: +Target position: [ 12. 116.] +Position: [ 34. 116.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 88: +Target position: [47. 58.] +Position: [40. 58.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 89: +Target position: [78. 29.] +Position: [52. 29.] +Error: 26.0 (18.03%) +-------------------------------------------------------------- +Processed sample 90: +Target position: [ 25. 116.] +Position: [ 41. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 91: +Target position: [70. 58.] +Position: [54. 58.] +Error: 16.0 (11.09%) 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+-------------------------------------------------------------- +Processed sample 9994: +Target position: [ 33. 116.] +Position: [ 48. 116.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 9995: +Target position: [54. 87.] +Position: [43. 87.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 9996: +Target position: [ 38. 116.] +Position: [ 33. 116.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 9997: +Target position: [64. 58.] +Position: [49. 58.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 9998: +Target position: [ 38. 116.] +Position: [ 56. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 9999: +Target position: [12. 87.] +Position: [44. 87.] +Error: 32.0 (22.19%) 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+================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 30 +Execution time: 593.47 diff --git a/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt new file mode 100644 index 0000000..00689e3 --- /dev/null +++ b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [15. 87.] +Position: [32. 87.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [59. 58.] +Position: [45. 58.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [51. 87.] +Position: [47. 87.] +Error: 4.0 (2.77%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [76. 87.] +Position: [48. 87.] +Error: 28.0 (19.41%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [52. 29.] +Position: [30. 29.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 70. 116.] +Position: [ 59. 116.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 25. 116.] +Position: [ 40. 116.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [40. 58.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [ 58. 116.] +Position: [ 39. 116.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [46. 87.] +Position: [58. 87.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [ 51. 116.] +Position: [ 30. 116.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [51. 29.] +Position: [43. 29.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [ 41. 116.] +Position: [ 27. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [64. 29.] +Position: [48. 29.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [35. 29.] +Position: [52. 29.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [ 63. 116.] +Position: [ 41. 116.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 63. 116.] +Position: [ 58. 116.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [37. 29.] +Position: [48. 29.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 7. 58.] +Position: [31. 58.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [31. 58.] +Position: [28. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [31. 58.] +Position: [42. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [23. 58.] +Position: [24. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [32. 58.] +Position: [40. 58.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [29. 58.] +Position: [41. 58.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [ 18. 116.] +Position: [ 36. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [ 52. 116.] +Position: [ 43. 116.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [19. 58.] +Position: [38. 58.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [62. 29.] +Position: [43. 29.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [11. 87.] +Position: [35. 87.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [25. 87.] +Position: [32. 87.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [17. 58.] +Position: [46. 58.] +Error: 29.0 (20.11%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [50. 58.] +Position: [35. 58.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [ 32. 116.] +Position: [ 44. 116.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 67. 116.] +Position: [ 51. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [46. 29.] +Position: [41. 29.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [18. 29.] +Position: [30. 29.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [ 74. 116.] +Position: [ 41. 116.] +Error: 33.0 (22.88%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 2. 116.] +Position: [ 31. 116.] +Error: 29.0 (20.11%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [30. 58.] +Position: [42. 58.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [21. 29.] +Position: [42. 29.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [69. 87.] +Position: [45. 87.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 31. 116.] +Position: [ 47. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [43. 58.] +Position: [32. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [51. 58.] +Position: [37. 58.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [15. 58.] +Position: [50. 58.] +Error: 35.0 (24.27%) +-------------------------------------------------------------- +Processed sample 45: +Target position: [28. 87.] +Position: [37. 87.] +Error: 9.0 (6.24%) 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+-------------------------------------------------------------- +Processed sample 52: +Target position: [36. 29.] +Position: [46. 29.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 53: +Target position: [ 56. 116.] +Position: [ 44. 116.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 54: +Target position: [ 53. 116.] +Position: [ 48. 116.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 55: +Target position: [17. 58.] +Position: [26. 58.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 56: +Target position: [60. 29.] +Position: [40. 29.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 57: +Target position: [53. 87.] +Position: [36. 87.] +Error: 17.0 (11.79%) 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+-------------------------------------------------------------- +Processed sample 9934: +Target position: [ 36. 116.] +Position: [ 43. 116.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 9935: +Target position: [ 66. 116.] +Position: [ 54. 116.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 9936: +Target position: [35. 29.] +Position: [34. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 9937: +Target position: [45. 58.] +Position: [45. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9938: +Target position: [40. 87.] +Position: [63. 87.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 9939: +Target position: [25. 29.] +Position: [38. 29.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 9940: +Target position: [59. 29.] +Position: [58. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 9941: +Target position: [32. 58.] +Position: [47. 58.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 9942: +Target position: [60. 29.] +Position: [54. 29.] +Error: 6.0 (4.16%) +-------------------------------------------------------------- +Processed sample 9943: +Target position: [25. 29.] +Position: [44. 29.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 9944: +Target position: [62. 87.] +Position: [44. 87.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 9945: +Target position: [ 55. 116.] +Position: [ 41. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 9946: +Target position: [39. 29.] +Position: [46. 29.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 9947: +Target position: [51. 87.] +Position: [51. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9948: +Target position: [39. 87.] +Position: [22. 87.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 9949: +Target position: [13. 29.] +Position: [40. 29.] +Error: 27.0 (18.72%) +-------------------------------------------------------------- +Processed sample 9950: +Target position: [56. 87.] +Position: [45. 87.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 9951: +Target position: [ 57. 116.] +Position: [ 45. 116.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 9952: +Target position: [ 2. 29.] +Position: [30. 29.] +Error: 28.0 (19.41%) +-------------------------------------------------------------- +Processed sample 9953: +Target position: [ 2. 116.] +Position: [ 38. 116.] +Error: 36.0 (24.96%) +-------------------------------------------------------------- +Processed sample 9954: +Target position: [64. 87.] +Position: [57. 87.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 9955: +Target position: [62. 58.] +Position: [44. 58.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 9956: +Target position: [ 58. 116.] +Position: [ 46. 116.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 9957: +Target position: [ 7. 29.] +Position: [35. 29.] +Error: 28.0 (19.41%) +-------------------------------------------------------------- +Processed sample 9958: +Target position: [71. 58.] +Position: [47. 58.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 9959: +Target position: [51. 29.] +Position: [55. 29.] +Error: 4.0 (2.77%) +-------------------------------------------------------------- +Processed sample 9960: +Target position: [30. 29.] +Position: [51. 29.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 9961: +Target position: [13. 29.] +Position: [40. 29.] +Error: 27.0 (18.72%) +-------------------------------------------------------------- +Processed sample 9962: +Target position: [ 3. 29.] +Position: [21. 29.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 9963: +Target position: [ 36. 116.] +Position: [ 20. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 9964: +Target position: [ 66. 116.] +Position: [ 45. 116.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 9965: +Target position: [29. 58.] +Position: [26. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 9966: +Target position: [17. 87.] +Position: [22. 87.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 9967: +Target position: [43. 87.] +Position: [60. 87.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 9968: +Target position: [ 19. 116.] +Position: [ 35. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 9969: +Target position: [45. 87.] +Position: [27. 87.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 9970: +Target position: [56. 87.] +Position: [43. 87.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 9971: +Target position: [30. 58.] +Position: [35. 58.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 9972: +Target position: [ 19. 116.] +Position: [ 36. 116.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 9973: +Target position: [38. 58.] +Position: [41. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 9974: +Target position: [ 2. 116.] +Position: [ 35. 116.] +Error: 33.0 (22.88%) +-------------------------------------------------------------- +Processed sample 9975: +Target position: [45. 87.] +Position: [55. 87.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 9976: +Target position: [31. 29.] +Position: [46. 29.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 9977: +Target position: [60. 87.] +Position: [32. 87.] +Error: 28.0 (19.41%) +-------------------------------------------------------------- +Processed sample 9978: +Target position: [42. 29.] +Position: [22. 29.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 9979: +Target position: [17. 29.] +Position: [41. 29.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 9980: +Target position: [72. 87.] +Position: [52. 87.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 9981: +Target position: [75. 29.] +Position: [50. 29.] +Error: 25.0 (17.33%) +-------------------------------------------------------------- +Processed sample 9982: +Target position: [44. 58.] +Position: [47. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 9983: +Target position: [63. 87.] +Position: [44. 87.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 9984: +Target position: [ 61. 116.] +Position: [ 43. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 9985: +Target position: [31. 58.] +Position: [42. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 9986: +Target position: [57. 58.] +Position: [37. 58.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 9987: +Target position: [11. 29.] +Position: [28. 29.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 9988: +Target position: [45. 87.] +Position: [25. 87.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 9989: +Target position: [25. 87.] +Position: [31. 87.] +Error: 6.0 (4.16%) +-------------------------------------------------------------- +Processed sample 9990: +Target position: [30. 58.] +Position: [39. 58.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 9991: +Target position: [61. 58.] +Position: [37. 58.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 9992: +Target position: [ 3. 116.] +Position: [ 40. 116.] +Error: 37.0 (25.65%) +-------------------------------------------------------------- +Processed sample 9993: +Target position: [64. 29.] +Position: [43. 29.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 9994: +Target position: [ 33. 116.] +Position: [ 49. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 9995: +Target position: [54. 87.] +Position: [45. 87.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 9996: +Target position: [ 38. 116.] +Position: [ 34. 116.] +Error: 4.0 (2.77%) +-------------------------------------------------------------- +Processed sample 9997: +Target position: [64. 58.] +Position: [45. 58.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 9998: +Target position: [ 38. 116.] +Position: [ 56. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 9999: +Target position: [12. 87.] +Position: [41. 87.] +Error: 29.0 (20.11%) 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a/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/convLSTM/10_False_tanh_mean_squared_error_10_properties.txt b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/convLSTM/10_False_tanh_mean_squared_error_10_properties.txt new file mode 100644 index 0000000..3425aea --- /dev/null +++ b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/convLSTM/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 38 +Execution time: 721.99 diff --git a/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt new file mode 100644 index 0000000..9b6334c --- /dev/null +++ b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [15. 87.] +Position: [33. 87.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [59. 58.] +Position: [45. 58.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [51. 87.] +Position: [48. 87.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [76. 87.] +Position: [51. 87.] +Error: 25.0 (17.33%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [52. 29.] +Position: [29. 29.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 70. 116.] +Position: [ 61. 116.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 25. 116.] +Position: [ 38. 116.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [41. 58.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [ 58. 116.] +Position: [ 39. 116.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [46. 87.] +Position: [59. 87.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [ 51. 116.] +Position: [ 32. 116.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [51. 29.] +Position: [41. 29.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [ 41. 116.] +Position: [ 30. 116.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [64. 29.] +Position: [47. 29.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [35. 29.] +Position: [51. 29.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [ 63. 116.] +Position: [ 46. 116.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 63. 116.] +Position: [ 60. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [37. 29.] +Position: [45. 29.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 7. 58.] +Position: [33. 58.] +Error: 26.0 (18.03%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [31. 58.] +Position: [34. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [31. 58.] +Position: [45. 58.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [23. 58.] +Position: [26. 58.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [32. 58.] +Position: [45. 58.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [29. 58.] +Position: [44. 58.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [ 18. 116.] +Position: [ 38. 117.] +Error: 20.02 (13.88%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [ 52. 116.] +Position: [ 50. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [19. 58.] +Position: [38. 58.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [62. 29.] +Position: [41. 29.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [11. 87.] +Position: [36. 88.] +Error: 25.02 (17.35%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [25. 87.] +Position: [37. 87.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [17. 58.] +Position: [48. 58.] +Error: 31.0 (21.49%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [50. 58.] +Position: [36. 58.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [ 32. 116.] +Position: [ 46. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 67. 116.] +Position: [ 53. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [46. 29.] +Position: [41. 29.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [18. 29.] +Position: [31. 29.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [ 74. 116.] +Position: [ 44. 115.] +Error: 30.02 (20.81%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 2. 116.] +Position: [ 33. 116.] +Error: 31.0 (21.49%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [30. 58.] +Position: [44. 58.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [21. 29.] +Position: [41. 29.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [69. 87.] +Position: [47. 87.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 31. 116.] +Position: [ 53. 116.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [43. 58.] +Position: [33. 58.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [51. 58.] +Position: [39. 58.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [15. 58.] +Position: [46. 58.] +Error: 31.0 (21.49%) +-------------------------------------------------------------- +Processed sample 45: +Target position: [28. 87.] +Position: [41. 87.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 46: +Target position: [ 17. 116.] +Position: [ 17. 115.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 47: +Target position: [75. 87.] +Position: [52. 87.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 48: +Target position: [ 33. 116.] +Position: [ 53. 116.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 49: +Target position: [ 45. 116.] +Position: [ 48. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 50: +Target position: [27. 29.] +Position: [39. 29.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 51: +Target position: [18. 87.] +Position: [36. 87.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 52: +Target position: [36. 29.] +Position: [45. 29.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 53: +Target position: [ 56. 116.] +Position: [ 48. 116.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 54: +Target position: [ 53. 116.] +Position: [ 52. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 55: +Target position: [17. 58.] +Position: [25. 57.] +Error: 8.06 (5.59%) +-------------------------------------------------------------- +Processed sample 56: +Target position: [60. 29.] +Position: [41. 29.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 57: +Target position: [53. 87.] +Position: [36. 87.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 58: +Target position: [31. 87.] +Position: [13. 86.] +Error: 18.03 (12.5%) +-------------------------------------------------------------- +Processed sample 59: +Target position: [17. 87.] +Position: [32. 87.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 60: +Target position: [ 75. 116.] +Position: [ 62. 116.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 61: +Target position: [37. 58.] +Position: [36. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 62: +Target position: [12. 87.] +Position: [30. 87.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 63: +Target position: [54. 58.] +Position: [43. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 64: +Target position: [ 24. 116.] +Position: [ 39. 116.] +Error: 15.0 (10.4%) +-------------------------------------------------------------- +Processed sample 65: +Target position: [38. 29.] +Position: [49. 29.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 66: +Target position: [44. 87.] +Position: [34. 87.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 67: +Target position: [ 0. 29.] +Position: [30. 29.] +Error: 30.0 (20.8%) +-------------------------------------------------------------- +Processed sample 68: +Target position: [ 24. 116.] +Position: [ 43. 116.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 69: +Target position: [ 49. 116.] +Position: [ 33. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 70: +Target position: [35. 87.] +Position: [45. 87.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 71: +Target position: [15. 58.] +Position: [39. 58.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 72: +Target position: [66. 29.] +Position: [33. 29.] +Error: 33.0 (22.88%) +-------------------------------------------------------------- +Processed sample 73: +Target position: [18. 29.] +Position: [35. 29.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 74: +Target position: [17. 58.] +Position: [36. 58.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 75: +Target position: [18. 29.] +Position: [39. 29.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 76: +Target position: [56. 29.] +Position: [38. 29.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 77: +Target position: [35. 29.] +Position: [37. 29.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 78: +Target position: [40. 58.] +Position: [34. 58.] +Error: 6.0 (4.16%) +-------------------------------------------------------------- +Processed sample 79: +Target position: [ 7. 87.] +Position: [24. 87.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 80: +Target position: [30. 58.] +Position: [35. 58.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 81: +Target position: [ 51. 116.] +Position: [ 34. 116.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 82: +Target position: [39. 29.] +Position: [47. 29.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 83: +Target position: [49. 87.] +Position: [58. 87.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 84: +Target position: [18. 58.] +Position: [31. 58.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 85: +Target position: [39. 29.] +Position: [32. 27.] +Error: 7.28 (5.05%) +-------------------------------------------------------------- +Processed sample 86: +Target position: [ 10. 116.] +Position: [ 25. 117.] +Error: 15.03 (10.42%) +-------------------------------------------------------------- +Processed sample 87: +Target position: [ 12. 116.] +Position: [ 34. 116.] +Error: 22.0 (15.25%) +-------------------------------------------------------------- +Processed sample 88: +Target position: [47. 58.] +Position: [40. 58.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 89: +Target position: [78. 29.] +Position: [50. 29.] +Error: 28.0 (19.41%) +-------------------------------------------------------------- +Processed sample 90: +Target position: [ 25. 116.] +Position: [ 43. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 91: +Target position: [70. 58.] +Position: [53. 58.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 92: +Target position: [ 32. 116.] +Position: [ 44. 116.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 93: +Target position: [48. 87.] +Position: [35. 88.] +Error: 13.04 (9.04%) +-------------------------------------------------------------- +Processed sample 94: +Target position: [36. 29.] +Position: [37. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 95: +Target position: [ 55. 116.] +Position: [ 50. 116.] +Error: 5.0 (3.47%) +-------------------------------------------------------------- +Processed sample 96: +Target position: [ 39. 116.] +Position: [ 28. 116.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 97: +Target position: [ 78. 116.] +Position: [ 49. 116.] +Error: 29.0 (20.11%) +-------------------------------------------------------------- +Processed sample 98: +Target position: [53. 87.] +Position: [57. 86.] +Error: 4.12 (2.86%) +-------------------------------------------------------------- +Processed sample 99: +Target position: [69. 58.] +Position: [36. 58.] +Error: 33.0 (22.88%) +-------------------------------------------------------------- +Processed sample 100: +Target position: [57. 58.] +Position: [57. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 101: +Target position: [32. 58.] +Position: [25. 57.] +Error: 7.07 (4.9%) +-------------------------------------------------------------- +Processed sample 102: +Target position: [35. 29.] +Position: [28. 29.] +Error: 7.0 (4.85%) 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+-------------------------------------------------------------- +Processed sample 1975: +Target position: [ 8. 116.] +Position: [ 32. 116.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 1976: +Target position: [65. 29.] +Position: [44. 29.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 1977: +Target position: [ 48. 116.] +Position: [ 46. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 1978: +Target position: [42. 58.] +Position: [31. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 1979: +Target position: [22. 58.] +Position: [35. 58.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 1980: +Target position: [20. 58.] +Position: [51. 58.] +Error: 31.0 (21.49%) 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+-------------------------------------------------------------- +Processed sample 2005: +Target position: [10. 58.] +Position: [31. 58.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 2006: +Target position: [72. 29.] +Position: [45. 29.] +Error: 27.0 (18.72%) +-------------------------------------------------------------- +Processed sample 2007: +Target position: [19. 58.] +Position: [32. 58.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 2008: +Target position: [46. 87.] +Position: [32. 87.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 2009: +Target position: [ 17. 116.] +Position: [ 46. 116.] +Error: 29.0 (20.11%) +-------------------------------------------------------------- +Processed sample 2010: +Target position: [55. 29.] +Position: [47. 29.] +Error: 8.0 (5.55%) 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b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/simple/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,21 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 10) 30 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_1 (Dense) (None, 2) 402 +================================================================= +Total params: 432 +Trainable params: 432 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 31 +Execution time: 510.94 diff --git a/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt new file mode 100644 index 0000000..51e156f --- /dev/null +++ b/previous-results/NOREC/sinusoidal_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [15. 87.] +Position: [38. 87.] +Error: 23.0 (15.95%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [59. 58.] +Position: [42. 58.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [51. 87.] +Position: [49. 87.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [76. 87.] +Position: [53. 86.] +Error: 23.02 (15.96%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [52. 29.] +Position: [31. 29.] +Error: 21.0 (14.56%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 70. 116.] +Position: [ 59. 116.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 25. 116.] +Position: [ 39. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [31. 58.] +Position: [41. 58.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [ 58. 116.] +Position: [ 42. 116.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [46. 87.] +Position: [59. 88.] +Error: 13.04 (9.04%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [ 51. 116.] +Position: [ 30. 117.] +Error: 21.02 (14.58%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [51. 29.] +Position: [42. 29.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [ 41. 116.] +Position: [ 31. 116.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [64. 29.] +Position: [46. 30.] +Error: 18.03 (12.5%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [35. 29.] +Position: [54. 30.] +Error: 19.03 (13.19%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [ 63. 116.] +Position: [ 43. 117.] +Error: 20.02 (13.88%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [ 63. 116.] +Position: [ 60. 115.] +Error: 3.16 (2.19%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [37. 29.] +Position: [47. 31.] +Error: 10.2 (7.07%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 7. 58.] +Position: [32. 58.] +Error: 25.0 (17.33%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [31. 58.] +Position: [30. 57.] +Error: 1.41 (0.98%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [31. 58.] +Position: [44. 59.] +Error: 13.04 (9.04%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [23. 58.] +Position: [23. 57.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [32. 58.] +Position: [42. 57.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [29. 58.] +Position: [40. 57.] +Error: 11.05 (7.66%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [ 18. 116.] +Position: [ 39. 117.] +Error: 21.02 (14.58%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [ 52. 116.] +Position: [ 45. 116.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [19. 58.] +Position: [39. 58.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [62. 29.] +Position: [42. 29.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [11. 87.] +Position: [33. 88.] +Error: 22.02 (15.27%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [25. 87.] +Position: [34. 87.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [17. 58.] +Position: [46. 57.] +Error: 29.02 (20.12%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [50. 58.] +Position: [33. 57.] +Error: 17.03 (11.81%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [ 32. 116.] +Position: [ 42. 117.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 67. 116.] +Position: [ 56. 116.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [46. 29.] +Position: [41. 30.] +Error: 5.1 (3.54%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [18. 29.] +Position: [31. 29.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [ 74. 116.] +Position: [ 46. 115.] +Error: 28.02 (19.43%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 2. 116.] +Position: [ 32. 117.] +Error: 30.02 (20.81%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [30. 58.] +Position: [46. 58.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [21. 29.] +Position: [41. 29.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [69. 87.] +Position: [50. 87.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 31. 116.] +Position: [ 49. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [43. 58.] +Position: [34. 58.] +Error: 9.0 (6.24%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [51. 58.] +Position: [36. 57.] +Error: 15.03 (10.42%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [15. 58.] +Position: [49. 57.] +Error: 34.01 (23.58%) +-------------------------------------------------------------- +Processed sample 45: +Target position: [28. 87.] +Position: [38. 88.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 46: +Target position: [ 17. 116.] +Position: [ 14. 116.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 47: +Target position: [75. 87.] +Position: [54. 86.] +Error: 21.02 (14.58%) +-------------------------------------------------------------- +Processed sample 48: +Target position: [ 33. 116.] +Position: [ 53. 116.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 49: +Target position: [ 45. 116.] +Position: [ 51. 116.] +Error: 6.0 (4.16%) +-------------------------------------------------------------- +Processed sample 50: +Target position: [27. 29.] +Position: [37. 30.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 51: +Target position: [18. 87.] +Position: [35. 87.] +Error: 17.0 (11.79%) +-------------------------------------------------------------- +Processed sample 52: +Target position: [36. 29.] +Position: [48. 29.] +Error: 12.0 (8.32%) +-------------------------------------------------------------- +Processed sample 53: +Target position: [ 56. 116.] +Position: [ 46. 117.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 54: +Target position: [ 53. 116.] +Position: [ 51. 116.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 55: +Target position: [17. 58.] +Position: [25. 58.] +Error: 8.0 (5.55%) +-------------------------------------------------------------- +Processed sample 56: +Target position: [60. 29.] +Position: [39. 28.] +Error: 21.02 (14.58%) +-------------------------------------------------------------- +Processed sample 57: +Target position: [53. 87.] +Position: [35. 87.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 58: +Target position: [31. 87.] +Position: [17. 87.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 59: +Target position: [17. 87.] +Position: [27. 88.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 60: +Target position: [ 75. 116.] +Position: [ 62. 116.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 61: +Target position: [37. 58.] +Position: [35. 58.] +Error: 2.0 (1.39%) +-------------------------------------------------------------- +Processed sample 62: +Target position: [12. 87.] +Position: [31. 88.] +Error: 19.03 (13.19%) +-------------------------------------------------------------- +Processed sample 63: +Target position: [54. 58.] +Position: [44. 58.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 64: +Target position: [ 24. 116.] +Position: [ 40. 117.] +Error: 16.03 (11.12%) +-------------------------------------------------------------- +Processed sample 65: +Target position: [38. 29.] +Position: [50. 30.] +Error: 12.04 (8.35%) +-------------------------------------------------------------- +Processed sample 66: +Target position: [44. 87.] +Position: [36. 88.] +Error: 8.06 (5.59%) +-------------------------------------------------------------- +Processed sample 67: +Target position: [ 0. 29.] +Position: [29. 29.] +Error: 29.0 (20.11%) +-------------------------------------------------------------- +Processed sample 68: +Target position: [ 24. 116.] +Position: [ 42. 117.] +Error: 18.03 (12.5%) +-------------------------------------------------------------- +Processed sample 69: +Target position: [ 49. 116.] +Position: [ 30. 117.] +Error: 19.03 (13.19%) +-------------------------------------------------------------- +Processed sample 70: +Target position: [35. 87.] +Position: [45. 88.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 71: +Target position: [15. 58.] +Position: [40. 58.] +Error: 25.0 (17.33%) +-------------------------------------------------------------- +Processed sample 72: +Target position: [66. 29.] +Position: [33. 30.] +Error: 33.02 (22.89%) +-------------------------------------------------------------- +Processed sample 73: +Target position: [18. 29.] +Position: [34. 29.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 74: +Target position: [17. 58.] +Position: [37. 58.] +Error: 20.0 (13.87%) +-------------------------------------------------------------- +Processed sample 75: +Target position: [18. 29.] +Position: [37. 29.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 76: +Target position: [56. 29.] +Position: [40. 29.] +Error: 16.0 (11.09%) +-------------------------------------------------------------- +Processed sample 77: +Target position: [35. 29.] +Position: [39. 29.] +Error: 4.0 (2.77%) +-------------------------------------------------------------- +Processed sample 78: +Target position: [40. 58.] +Position: [33. 57.] +Error: 7.07 (4.9%) +-------------------------------------------------------------- +Processed sample 79: +Target position: [ 7. 87.] +Position: [26. 87.] +Error: 19.0 (13.17%) +-------------------------------------------------------------- +Processed sample 80: +Target position: [30. 58.] +Position: [36. 57.] +Error: 6.08 (4.22%) +-------------------------------------------------------------- +Processed sample 81: +Target position: [ 51. 116.] +Position: [ 33. 116.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 82: +Target position: [39. 29.] +Position: [45. 30.] +Error: 6.08 (4.22%) +-------------------------------------------------------------- +Processed sample 83: +Target position: [49. 87.] +Position: [61. 86.] +Error: 12.04 (8.35%) +-------------------------------------------------------------- +Processed sample 84: +Target position: [18. 58.] +Position: [30. 57.] +Error: 12.04 (8.35%) +-------------------------------------------------------------- +Processed sample 85: +Target position: [39. 29.] +Position: [34. 28.] +Error: 5.1 (3.54%) +-------------------------------------------------------------- +Processed sample 86: +Target position: [ 10. 116.] +Position: [ 24. 116.] +Error: 14.0 (9.71%) +-------------------------------------------------------------- +Processed sample 87: +Target position: [ 12. 116.] +Position: [ 33. 117.] +Error: 21.02 (14.58%) +-------------------------------------------------------------- +Processed sample 88: +Target position: [47. 58.] +Position: [41. 59.] +Error: 6.08 (4.22%) +-------------------------------------------------------------- +Processed sample 89: +Target position: [78. 29.] +Position: [51. 30.] +Error: 27.02 (18.73%) +-------------------------------------------------------------- +Processed sample 90: +Target position: [ 25. 116.] +Position: [ 44. 115.] +Error: 19.03 (13.19%) +-------------------------------------------------------------- +Processed sample 91: +Target position: [70. 58.] +Position: [55. 57.] +Error: 15.03 (10.42%) +-------------------------------------------------------------- +Processed sample 92: +Target position: [ 32. 116.] +Position: [ 43. 117.] +Error: 11.05 (7.66%) +-------------------------------------------------------------- +Processed sample 93: +Target position: [48. 87.] +Position: [38. 87.] +Error: 10.0 (6.93%) +-------------------------------------------------------------- +Processed sample 94: +Target position: [36. 29.] +Position: [38. 28.] +Error: 2.24 (1.55%) +-------------------------------------------------------------- +Processed sample 95: +Target position: [ 55. 116.] +Position: [ 51. 116.] +Error: 4.0 (2.77%) +-------------------------------------------------------------- +Processed sample 96: +Target position: [ 39. 116.] +Position: [ 32. 116.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 97: +Target position: [ 78. 116.] +Position: [ 52. 115.] +Error: 26.02 (18.04%) +-------------------------------------------------------------- +Processed sample 98: +Target position: [53. 87.] +Position: [59. 88.] +Error: 6.08 (4.22%) +-------------------------------------------------------------- +Processed sample 99: +Target position: [69. 58.] +Position: [35. 59.] +Error: 34.01 (23.58%) +-------------------------------------------------------------- +Processed sample 100: +Target position: [57. 58.] +Position: [58. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 101: +Target position: [32. 58.] +Position: [26. 57.] +Error: 6.08 (4.22%) +-------------------------------------------------------------- +Processed sample 102: +Target position: [35. 29.] +Position: [28. 29.] +Error: 7.0 (4.85%) +-------------------------------------------------------------- +Processed sample 103: +Target position: [41. 58.] +Position: [23. 58.] +Error: 18.0 (12.48%) +-------------------------------------------------------------- +Processed sample 104: +Target position: [44. 29.] +Position: [54. 31.] +Error: 10.2 (7.07%) +-------------------------------------------------------------- +Processed sample 105: +Target position: [28. 87.] +Position: [20. 88.] +Error: 8.06 (5.59%) +-------------------------------------------------------------- +Processed sample 106: +Target position: [ 51. 116.] +Position: [ 41. 117.] +Error: 10.05 (6.97%) +-------------------------------------------------------------- +Processed sample 107: +Target position: [51. 58.] +Position: [35. 57.] +Error: 16.03 (11.12%) +-------------------------------------------------------------- +Processed sample 108: +Target position: [44. 58.] +Position: [36. 57.] +Error: 8.06 (5.59%) +-------------------------------------------------------------- +Processed sample 109: +Target position: [28. 58.] +Position: [52. 58.] +Error: 24.0 (16.64%) +-------------------------------------------------------------- +Processed sample 110: +Target position: [49. 58.] +Position: [38. 57.] +Error: 11.05 (7.66%) +-------------------------------------------------------------- +Processed sample 111: +Target position: [17. 29.] +Position: [30. 29.] +Error: 13.0 (9.01%) +-------------------------------------------------------------- +Processed sample 112: +Target position: [28. 58.] +Position: [39. 58.] +Error: 11.0 (7.63%) +-------------------------------------------------------------- +Processed sample 113: +Target position: [77. 87.] +Position: [51. 88.] +Error: 26.02 (18.04%) +-------------------------------------------------------------- +Processed sample 114: +Target position: [ 66. 116.] +Position: [ 60. 116.] +Error: 6.0 (4.16%) +-------------------------------------------------------------- +Processed sample 115: +Target position: [52. 29.] +Position: [49. 29.] +Error: 3.0 (2.08%) +-------------------------------------------------------------- +Processed sample 116: +Target position: [ 4. 87.] +Position: [27. 88.] +Error: 23.02 (15.96%) +-------------------------------------------------------------- +Processed sample 117: +Target position: [46. 29.] +Position: [40. 29.] +Error: 6.0 (4.16%) +-------------------------------------------------------------- +Processed sample 118: +Target position: [72. 29.] +Position: [59. 31.] +Error: 13.15 (9.12%) 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+_________________________________________________________________ +dense_1 (Dense) (None, 2) 402 +================================================================= +Total params: 432 +Trainable params: 432 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 23 +Execution time: 385.16 diff --git a/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt new file mode 100644 index 0000000..1b08b63 --- /dev/null +++ b/previous-results/NOREC/URM_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [20. 29.] +Position: [20. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [ 55. 116.] +Position: [ 55. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [ 53. 116.] +Position: [ 53. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [35. 87.] +Position: [35. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [71. 29.] +Position: [71. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [25. 58.] +Position: [25. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [ 5. 87.] +Position: [ 5. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [27. 58.] +Position: [27. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [ 39. 116.] +Position: [ 39. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [35. 58.] +Position: [35. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 2. 87.] +Position: [ 2. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [65. 87.] +Position: [65. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [45. 87.] +Position: [45. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [54. 29.] +Position: [54. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [22. 29.] +Position: [22. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [38. 29.] +Position: [38. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [39. 87.] +Position: [39. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [ 2. 87.] +Position: [ 2. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [15. 58.] +Position: [15. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [50. 58.] +Position: [50. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [32. 58.] +Position: [32. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [68. 29.] +Position: [68. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [27. 58.] +Position: [27. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [ 9. 58.] +Position: [ 9. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [71. 58.] +Position: [71. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [20. 87.] +Position: [20. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- 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[51. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1995: +Target position: [36. 87.] +Position: [36. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1996: +Target position: [32. 87.] +Position: [32. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1997: +Target position: [68. 29.] +Position: [68. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1998: +Target position: [ 42. 116.] +Position: [ 42. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1999: +Target position: [79. 29.] +Position: [79. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2000: +Target position: [67. 87.] +Position: [67. 87.] +Error: 0.0 (0.0%) 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a/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/10_False_tanh_mean_squared_error_10_properties.txt b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/10_False_tanh_mean_squared_error_10_properties.txt new file mode 100644 index 0000000..cd6a9bb --- /dev/null +++ b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 27 +Execution time: 529.11 diff --git a/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt new file mode 100644 index 0000000..93b494b --- /dev/null +++ b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/complex_convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [46. 87.] +Position: [46. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [ 12. 116.] +Position: [ 11. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [78. 87.] +Position: [78. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [ 42. 116.] +Position: [ 42. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [49. 29.] +Position: [50. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 63. 116.] +Position: [ 63. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 11. 116.] +Position: [ 12. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [45. 29.] +Position: [45. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [ 30. 116.] +Position: [ 30. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [ 27. 116.] +Position: [ 27. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [64. 58.] +Position: [64. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 63. 116.] +Position: [ 63. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [ 0. 58.] +Position: [ 0. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- 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116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [12. 29.] +Position: [12. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [ 74. 116.] +Position: [ 74. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [ 28. 116.] +Position: [ 28. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [60. 29.] +Position: [60. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [67. 29.] +Position: [67. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [ 6. 116.] +Position: [ 6. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [ 8. 58.] +Position: [ 8. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [ 1. 58.] +Position: [ 1. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [23. 58.] +Position: [24. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [50. 87.] +Position: [50. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [28. 29.] +Position: [28. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [23. 29.] +Position: [23. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [70. 29.] +Position: [70. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 47. 116.] +Position: [ 48. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [39. 87.] +Position: [39. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [ 47. 116.] +Position: [ 46. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 8. 58.] +Position: [ 8. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [56. 58.] +Position: [56. 58.] 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58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 64: +Target position: [ 9. 29.] +Position: [ 9. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 65: +Target position: [64. 58.] +Position: [64. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 66: +Target position: [11. 58.] +Position: [11. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 67: +Target position: [13. 58.] +Position: [14. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 68: +Target position: [ 3. 29.] +Position: [ 3. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 69: +Target position: [ 6. 87.] +Position: [ 7. 87.] +Error: 1.0 (0.69%) 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sample 88: +Target position: [36. 29.] +Position: [36. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 89: +Target position: [26. 58.] +Position: [25. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 90: +Target position: [45. 58.] +Position: [45. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 91: +Target position: [27. 87.] +Position: [27. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 92: +Target position: [38. 29.] +Position: [38. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 93: +Target position: [ 8. 58.] +Position: [ 8. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 94: +Target position: [ 34. 116.] +Position: [ 34. 116.] +Error: 0.0 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116.] +Position: [ 47. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2073: +Target position: [36. 58.] +Position: [36. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2074: +Target position: [12. 58.] +Position: [12. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2075: +Target position: [53. 87.] +Position: [53. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2076: +Target position: [43. 29.] +Position: [43. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2077: +Target position: [50. 87.] +Position: [50. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2078: +Target position: [71. 58.] +Position: [72. 58.] +Error: 1.0 (0.69%) 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29.] +Position: [20. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 9972: +Target position: [52. 29.] +Position: [52. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9973: +Target position: [ 14. 116.] +Position: [ 14. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9974: +Target position: [66. 58.] +Position: [66. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9975: +Target position: [ 5. 58.] +Position: [ 5. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9976: +Target position: [73. 58.] +Position: [73. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 9977: +Target position: [26. 29.] +Position: [26. 29.] +Error: 0.0 (0.0%) 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a/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/convLSTM/10_False_tanh_mean_squared_error_10_properties.txt b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/convLSTM/10_False_tanh_mean_squared_error_10_properties.txt new file mode 100644 index 0000000..d3b92e3 --- /dev/null +++ b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/convLSTM/10_False_tanh_mean_squared_error_10_properties.txt @@ -0,0 +1,25 @@ +Model: "sequential" +_________________________________________________________________ +Layer (type) Output Shape Param # +================================================================= +time_distributed (TimeDistri (None, 20, 80) 240 +_________________________________________________________________ +time_distributed_1 (TimeDist (None, 20, 20) 1620 +_________________________________________________________________ +time_distributed_2 (TimeDist (None, 20, 10) 210 +_________________________________________________________________ +flatten (Flatten) (None, 200) 0 +_________________________________________________________________ +dense_3 (Dense) (None, 2) 402 +================================================================= +Total params: 2,472 +Trainable params: 2,472 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 24 +Execution time: 460.4 diff --git a/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt new file mode 100644 index 0000000..f5a7125 --- /dev/null +++ b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/convLSTM/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [46. 87.] +Position: [46. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [ 12. 116.] +Position: [ 12. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [78. 87.] +Position: [78. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [ 42. 116.] +Position: [ 42. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [49. 29.] +Position: [50. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 63. 116.] +Position: [ 63. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 11. 116.] +Position: [ 11. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [45. 29.] +Position: [45. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [ 30. 116.] +Position: [ 31. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [ 27. 116.] +Position: [ 28. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [64. 58.] +Position: [64. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 63. 116.] +Position: [ 63. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [ 0. 58.] +Position: [-0. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [21. 29.] +Position: [21. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [76. 29.] +Position: [75. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [ 32. 116.] +Position: [ 32. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [27. 29.] +Position: [26. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [59. 29.] +Position: [59. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [28. 29.] +Position: [28. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [ 24. 116.] +Position: [ 25. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [12. 29.] +Position: [12. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [ 74. 116.] +Position: [ 74. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [ 28. 116.] +Position: [ 28. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [60. 29.] +Position: [61. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [67. 29.] +Position: [67. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [ 6. 116.] +Position: [ 7. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [ 8. 58.] +Position: [ 8. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [ 1. 58.] +Position: [ 0. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [23. 58.] +Position: [23. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [50. 87.] +Position: [50. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [28. 29.] +Position: [27. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [23. 29.] +Position: [23. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [70. 29.] +Position: [70. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 47. 116.] +Position: [ 47. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [48. 29.] +Position: [48. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [39. 87.] +Position: [39. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [ 47. 116.] +Position: [ 46. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 8. 58.] +Position: [ 8. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [56. 58.] +Position: [56. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 39: +Target position: [46. 87.] +Position: [47. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 40: +Target position: [ 65. 116.] +Position: [ 65. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 41: +Target position: [ 0. 58.] +Position: [ 1. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 42: +Target position: [31. 29.] +Position: [31. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 43: +Target position: [52. 29.] +Position: [52. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 44: +Target position: [47. 29.] +Position: [46. 29.] +Error: 1.0 (0.69%) 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58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 64: +Target position: [ 9. 29.] +Position: [ 9. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 65: +Target position: [64. 58.] +Position: [64. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 66: +Target position: [11. 58.] +Position: [11. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 67: +Target position: [13. 58.] +Position: [14. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 68: +Target position: [ 3. 29.] +Position: [ 2. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 69: +Target position: [ 6. 87.] +Position: [ 7. 87.] +Error: 1.0 (0.69%) 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29.] +Position: [34. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1952: +Target position: [ 9. 58.] +Position: [10. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 1953: +Target position: [51. 29.] +Position: [50. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 1954: +Target position: [30. 87.] +Position: [31. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 1955: +Target position: [ 2. 29.] +Position: [ 1. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 1956: +Target position: [ 37. 116.] +Position: [ 37. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1957: +Target position: [21. 58.] +Position: [22. 58.] +Error: 1.0 (0.69%) 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(Flatten) (None, 200) 0 +_________________________________________________________________ +dense_1 (Dense) (None, 2) 402 +================================================================= +Total params: 432 +Trainable params: 432 +Non-trainable params: 0 +_________________________________________________________________ + + +----------------------------------------------------------------------------------- + +Patience: 10 +Epochs: 24 +Execution time: 393.54 diff --git a/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt new file mode 100644 index 0000000..0e88b83 --- /dev/null +++ b/previous-results/NOREC/linear_point_255_var_2_100000_80_120_Modeled/simple/error_result.txt @@ -0,0 +1,50000 @@ +Processed sample 0: +Target position: [46. 87.] +Position: [46. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 1: +Target position: [ 12. 116.] +Position: [ 11. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 2: +Target position: [78. 87.] +Position: [79. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 3: +Target position: [ 42. 116.] +Position: [ 42. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 4: +Target position: [49. 29.] +Position: [49. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 5: +Target position: [ 63. 116.] +Position: [ 63. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 6: +Target position: [ 11. 116.] +Position: [ 11. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 7: +Target position: [45. 29.] +Position: [45. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 8: +Target position: [ 30. 116.] +Position: [ 31. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 9: +Target position: [ 27. 116.] +Position: [ 27. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 10: +Target position: [64. 58.] +Position: [64. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 11: +Target position: [ 63. 116.] +Position: [ 63. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 12: +Target position: [ 0. 58.] +Position: [ 0. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 13: +Target position: [21. 29.] +Position: [22. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 14: +Target position: [76. 29.] +Position: [75. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 15: +Target position: [ 32. 116.] +Position: [ 32. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 16: +Target position: [27. 29.] +Position: [26. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 17: +Target position: [59. 29.] +Position: [59. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 18: +Target position: [28. 29.] +Position: [28. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 19: +Target position: [ 24. 116.] +Position: [ 24. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 20: +Target position: [12. 29.] +Position: [12. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 21: +Target position: [ 74. 116.] +Position: [ 74. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 22: +Target position: [ 28. 116.] +Position: [ 27. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 23: +Target position: [60. 29.] +Position: [60. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 24: +Target position: [67. 29.] +Position: [66. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 25: +Target position: [ 6. 116.] +Position: [ 6. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 26: +Target position: [ 8. 58.] +Position: [ 8. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 27: +Target position: [ 1. 58.] +Position: [ 1. 57.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 28: +Target position: [23. 58.] +Position: [23. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 29: +Target position: [50. 87.] +Position: [51. 87.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 30: +Target position: [28. 29.] +Position: [28. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 31: +Target position: [23. 29.] +Position: [23. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 32: +Target position: [70. 29.] +Position: [70. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 33: +Target position: [ 47. 116.] +Position: [ 47. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 34: +Target position: [48. 29.] +Position: [47. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 35: +Target position: [39. 87.] +Position: [39. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 36: +Target position: [ 47. 116.] +Position: [ 46. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 37: +Target position: [ 8. 58.] +Position: [ 8. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 38: +Target position: [56. 58.] +Position: [56. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- 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+Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 46: +Target position: [12. 29.] +Position: [11. 29.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 47: +Target position: [ 31. 116.] +Position: [ 31. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 48: +Target position: [ 30. 116.] +Position: [ 29. 116.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 49: +Target position: [ 26. 116.] +Position: [ 26. 116.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 50: +Target position: [74. 58.] +Position: [73. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 51: +Target position: [37. 58.] +Position: [37. 58.] +Error: 0.0 (0.0%) 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29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 65: +Target position: [64. 58.] +Position: [64. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 66: +Target position: [11. 58.] +Position: [11. 58.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 67: +Target position: [13. 58.] +Position: [14. 58.] +Error: 1.0 (0.69%) +-------------------------------------------------------------- +Processed sample 68: +Target position: [ 3. 29.] +Position: [ 3. 29.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 69: +Target position: [ 6. 87.] +Position: [ 6. 87.] +Error: 0.0 (0.0%) +-------------------------------------------------------------- +Processed sample 70: +Target position: [ 57. 116.] +Position: [ 58. 116.] +Error: 1.0 (0.69%) 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