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1141.39, "end": 1156.91, "text": "بمعالجة ال data ومقومات اقتصادي اظهار وعرض ال data صح؟ لأن هذا الكلام قصة طويلة وعريضة انا المبرمج او ال designer او ال engineer لما بدي ا اجسم ال system بتاعي بهذه الهيكلية", "tokens": [3555, 2304, 3615, 6027, 7435, 3660, 2423, 1412, 4032, 2304, 4587, 20498, 9307, 1975, 38149, 9381, 995, 16254, 1975, 19913, 3224, 9640, 4032, 3615, 43042, 2423, 1412, 20328, 5016, 22807, 5296, 33456, 23758, 2423, 28820, 10943, 12174, 9381, 3660, 23032, 2407, 26895, 3660, 4032, 3615, 16572, 11242, 3660, 1975, 8315, 9673, 26890, 2304, 7435, 1975, 2407, 2423, 11795, 1975, 2407, 2423, 11403, 5296, 15042, 4724, 16254, 1975, 1975, 7435, 3794, 2304, 2423, 1185, 39894, 45761, 1829, 39627, 24192, 2423, 3224, 1829, 28820, 10632], "avg_logprob": -0.17708332765670048, "compression_ratio": 1.5865921787709498, "no_speech_prob": 2.980232238769531e-07, "words": [{"start": 1141.39, "end": 1142.15, "word": "بمعالجة", "probability": 0.9559733072916666}, {"start": 1142.15, "end": 1142.29, 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إيش قلنا ال modules؟ في فرق ما بين ال model و ال module، مظبوط؟ إذا بتذكروا ال module هو عبارة عن مجموعة من المكونات جايين مع بعض، ليش حاطينهم مع بعض؟ ربما لأنهم", "tokens": [8297, 23758, 2423, 1910, 16712, 31747, 1829, 11622, 8978, 3224, 15844, 577, 2423, 1185, 390, 22867, 1744, 420, 4743, 37495, 22653, 15844, 23032, 12610, 39894, 5172, 37983, 8978, 2423, 16679, 11933, 1829, 8592, 12174, 1211, 8315, 2423, 16679, 22807, 8978, 6156, 2288, 4587, 19446, 49374, 2423, 2316, 4032, 2423, 10088, 12399, 3714, 19913, 3555, 2407, 9566, 22807, 11933, 15730, 39894, 8848, 37983, 14407, 2423, 10088, 31439, 6225, 3555, 9640, 3660, 18871, 3714, 7435, 2304, 2407, 27884, 9154, 9673, 4117, 2407, 8315, 2655, 10874, 47302, 9957, 20449, 45030, 11242, 12399, 32239, 8592, 11331, 41193, 9957, 16095, 20449, 45030, 11242, 22807, 12602, 3555, 15042, 5296, 33456, 16095], "avg_logprob": -0.17275942735514552, "compression_ratio": 1.6388888888888888, "no_speech_prob": 0.0, "words": [{"start": 1620.77, "end": 1621.11, 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0.850390625}, {"start": 1673.97, "end": 1674.37, "word": " بس", "probability": 0.46990966796875}, {"start": 1674.37, "end": 1675.05, "word": " علاقة", "probability": 0.7049560546875}, {"start": 1675.05, "end": 1677.35, "word": " بقراءة", "probability": 0.8361328125}, {"start": 1677.35, "end": 1678.23, "word": " الملفات", "probability": 0.9827473958333334}], "temperature": 1.0}, {"id": 73, "seek": 169932, "start": 1679.42, "end": 1699.32, "text": "نفترض الملفات هذه مش text files، images، وظيفة ال .. ال .. ال .. ال components هذه إنها تقرأ ال image files و تعمل عليها شوية شغل أساسي pre processing و تحول الصورة من وضعها الأساسي إلى .. إلى نوع تاني", "tokens": [1863, 5172, 2655, 43042, 9673, 46538, 9307, 29538, 37893, 2487, 7098, 12399, 5267, 12399, 4032, 19913, 33911, 3660, 2423, 4386, 2423, 4386, 2423, 4386, 2423, 6677, 29538, 36145, 11296, 6055, 4587, 2288, 10721, 2423, 3256, 7098, 4032, 6055, 25957, 1211, 25894, 11296, 13412, 2407, 10632, 13412, 17082, 1211, 5551, 3794, 32277, 1829, 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" هو", "probability": 0.9853515625}, {"start": 2528.55, "end": 2528.65, "word": " ال", "probability": 0.3662109375}, {"start": 2528.65, "end": 2528.91, "word": " layer", "probability": 0.32470703125}, {"start": 2528.91, "end": 2529.21, "word": " و", "probability": 0.401611328125}, {"start": 2529.21, "end": 2529.33, "word": " ال", "probability": 0.87890625}, {"start": 2529.33, "end": 2529.53, "word": " layer", "probability": 0.92529296875}, {"start": 2529.53, "end": 2529.83, "word": " برضه", "probability": 0.9443359375}, {"start": 2529.83, "end": 2529.97, "word": " اللي", "probability": 0.76123046875}, {"start": 2529.97, "end": 2530.09, "word": " احنا", "probability": 0.8020833333333334}, {"start": 2530.09, "end": 2530.41, "word": " شوفنا", "probability": 0.8658854166666666}, {"start": 2530.41, "end": 2530.81, "word": " منه", "probability": 0.7144775390625}, {"start": 2530.81, "end": 2531.49, "word": " مثال", "probability": 0.91748046875}, {"start": 2531.49, "end": 2531.71, "word": " قبل", "probability": 0.947021484375}, {"start": 2531.71, "end": 2532.15, "word": " شوية", "probability": 0.88330078125}, {"start": 2532.15, "end": 2532.81, "word": " ال", "probability": 0.9443359375}, {"start": 2532.81, "end": 2533.07, "word": " layer", "probability": 0.9267578125}], "temperature": 1.0}, {"id": 109, "seek": 254684, "start": 2538.42, "end": 2546.84, "text": "اللي بركز على اللي هو الارتباط ما بين ال system ما بين المكونات المختلفة و اعتمادها على بعضها", "tokens": [6027, 20292, 4724, 31747, 11622, 15844, 13672, 1829, 31439, 2423, 9640, 2655, 3555, 41193, 19446, 49374, 2423, 1185, 19446, 49374, 9673, 4117, 2407, 8315, 2655, 9673, 46456, 46538, 3660, 4032, 1975, 34268, 15042, 3215, 11296, 15844, 45030, 11242, 11296], "avg_logprob": -0.2259765576571226, "compression_ratio": 1.481818181818182, "no_speech_prob": 5.960464477539063e-08, "words": [{"start": 2538.42, "end": 2538.82, "word": "اللي", "probability": 0.86962890625}, {"start": 2538.82, "end": 2539.44, "word": " بركز", 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