LSTM: lowest char training % not saved as checkpoint #956
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Description
It seems that LSTM training does not keep track of the 'minima' that might be reached during training, but instead saves the char train % at every 100 iterations ...
Iteration 12990: ALIGNED TRUTH : तुलसीनामषोडशकस्तोत्रम् - तुलसीषोडशनामावलिः
Iteration 12990: BEST OCR TEXT : तुलसीनामषोडशकस्तोत्रम् - तुलसीषोडशनामावलिः
File /home/shree/tesstutorial/san/tulasi16-1.lstmf page 0 (Perfect):
Mean rms=0.499%, delta=0.542%, train=2.007%(6.855%), skip ratio=10.5%
Iteration 12991: ALIGNED TRUTH : विघ्नेश्वरपूजां कलशपूजां तुलसी पूजां च यथाविधि निर्वर्त्य .....
Iteration 12991: BEST OCR TEXT : विघ्नेश्वरपूजां कलशपूजां तुलसी पूजां च यथाविधि निर्वर्त्य .....
File /home/shree/tesstutorial/san/tulasi1.lstmf page 0 (Perfect):
Mean rms=0.498%, delta=0.539%, train=1.997%(6.809%), skip ratio=10.5%
Iteration 12992: ALIGNED TRUTH : त....णःपौत... शरं, श पु
Iteration 12992: BEST OCR TEXT : र्भं.... शर्मःरीं... शर्मःरी,शर्मःपुरी
File /home/shree/tesstutorial/san/tulasi2.lstmf page 0 :
Mean rms=0.5%, delta=0.541%, train=2.041%(6.901%), skip ratio=10.5%
Iteration 12993: ALIGNED TRUTH : क्षीरोदधौ जाग्रतोऽसावेकादश्यां तु का र्तिके ।
Iteration 12993: BEST OCR TEXT : क्षीरोदधौ जाग्रतोऽसावेकादश्यां तु का्तिके ।
File /home/shree/tesstutorial/san/tulasi3.lstmf page 8 (Perfect):
Mean rms=0.5%, delta=0.541%, train=2.046%(6.934%), skip ratio=10.5%
Iteration 12994: ALIGNED TRUTH : जयशब्दं च तद्द्वारे बोधयामास सुन्दरीम् ॥ ४
Iteration 12994: BEST OCR TEXT : जयशब्दं च तद््ारे बोधयामास सुन्दरीम् ॥ ४
File /home/shree/tesstutorial/san/tulasi5.lstmf page 8 (Perfect):
Mean rms=0.5%, delta=0.541%, train=2.048%(6.942%), skip ratio=10.5%
Iteration 12995: ALIGNED TRUTH : विश्वपावन्यै नमः । पुष्पसारायै नमः । नन्दिन्यै नमः । तुलस्यै नमः
Iteration 12995: BEST OCR TEXT : विश्वपावन्यै नमः । पुष्पसारायै नमः । नन्दिन्यै नमः । तुलस्यै नमः
File /home/shree/tesstutorial/san/tulasi8.lstmf page 0 (Perfect):
Mean rms=0.5%, delta=0.541%, train=2.046%(6.932%), skip ratio=10.5%
Iteration 12996: ALIGNED TRUTH : होएत अछी। ई निकुञ्जक शिवपुरी क्षेत्रक सरदर लम्बाई २०
Iteration 12996: BEST OCR TEXT : होएत अछी। ई निकुञ्जक शिवपुरी क्षेत्रक सरदर लम्बाई २०
File /tmp/tmp.TBOyJ1H1Gv/san/bih.Siddhanta.exp-0.lstmf page 3570 (Perfect):
Mean rms=0.499%, delta=0.537%, train=2.04%(6.832%), skip ratio=10.3%
Iteration 12997: ALIGNED TRUTH : शतके कुक्कुटो प्रेक्ष्य । } अस्ति पश्यन्ति प्राप्नोत् भविष्यति।। ता ऍम॰ दिने कृपालुं
Iteration 12997: BEST OCR TEXT : शतके कुक्कुटो प्रेक्ष्य । } अस्ति पश्यन्ति प्राप्नोत् भविष्यति।। ता ऍम॰ दिने कृपालुं
File /tmp/tmp.TBOyJ1H1Gv/san/san.Arial_Unicode_MS.exp0.lstmf page 16 (Perfect):
Mean rms=0.499%, delta=0.537%, train=2.04%(6.832%), skip ratio=10.3%
Iteration 12998: ALIGNED TRUTH : सर्वशक्तिमते परमात्मने श्री रामाय नमः ॥ ✾ ✿ ➜ ॐ स्वस्तिक शुभ चिन्ह
Iteration 12998: BEST OCR TEXT : सर्वशक्तिमते परमात्मने श्री रामाय नमः ॥ ✾ ✿ ➜ ॐ स्वस्तिक शुभ चिन्ह
File /tmp/tmp.TBOyJ1H1Gv/san/san.FreeSerif.exp0.lstmf page 14 (Perfect):
Mean rms=0.498%, delta=0.536%, train=2.038%(6.832%), skip ratio=10.3%
Iteration 12999: ALIGNED TRUTH : कथम्चित् ॥ । ता प्रद्युम्न अतीव । त<Undecodable><Undecodable> दक्षो राक्षसो श्रियं शङ्खाश्च 58 अर्थो १५ ३५॥ ॥
Iteration 12999: BEST OCR TEXT : कथम्चित् ॥ । ता प्रद्युम्न अतीव । त<Undecodable><Undecodable> दक्षो राक्षसो श्रियं शङ्काश्च 58 अर्थो १५ ३५॥ ॥
File /tmp/tmp.TBOyJ1H1Gv/san/san.Siddhanta.exp1.lstmf page 169 :
Mean rms=0.498%, delta=0.536%, train=2.04%(6.838%), skip ratio=10.3%
2 Percent improvement time=1651, best error was 4.066 @ 4741
At iteration 6392/13000/14254, Mean rms=0.498%, delta=0.536%, char train=2.04%, word train=6.838%, skip ratio=10.3%, New best char error = 2.04 wrote checkpoint.
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