diff --git "a/wandb/run-20241127_153658-ukl4t7mf/files/output.log" "b/wandb/run-20241127_153658-ukl4t7mf/files/output.log" new file mode 100644--- /dev/null +++ "b/wandb/run-20241127_153658-ukl4t7mf/files/output.log" @@ -0,0 +1,7381 @@ +DetrObjectDetectionOutput(loss=None, loss_dict=None, logits=tensor([[[ 0.0965, 0.2635, 0.6394], + [ 0.2127, 0.3423, 0.4158], + [ 0.0933, 0.2826, 0.4685], + ..., + [-0.0439, 0.3271, 0.0069], + [ 0.0099, 0.4601, 0.8642], + [ 0.2491, 0.2211, 0.4489]], + + [[-0.1532, 0.2961, 0.8466], + [-0.2266, 0.6065, 0.3034], + [-0.4283, 0.4133, 0.4111], + ..., + [-0.0094, 0.5835, 0.2444], + [-0.2565, 0.5084, 0.4912], + [-0.1707, 0.6026, 0.4051]], + + [[-0.0567, 0.1949, 1.2150], + [ 0.0891, 0.1206, 0.9877], + [ 0.0279, 0.2888, 0.6125], + ..., + [-0.0338, 0.0248, 0.3283], + [ 0.1415, 0.4282, 0.5122], + [-0.0133, 0.0971, 0.8977]], + + [[-0.0559, 0.3837, 0.4211], + [-0.2089, 0.6259, 0.2750], + [-0.1043, 0.3349, 0.2228], + ..., + [ 0.0375, 0.6467, 0.2625], + [-0.0531, 0.6279, 0.3000], + [-0.1618, 0.6366, 0.3241]]], device='cuda:0'), pred_boxes=tensor([[[0.8578, 0.8173, 0.0237, 0.0476], + [0.0205, 0.8364, 0.0165, 0.0408], + [0.8826, 0.8464, 0.0280, 0.0725], + ..., + [0.2498, 0.7109, 0.0573, 0.2935], + [0.6392, 0.7049, 0.0242, 0.0455], + [0.0273, 0.8302, 0.0124, 0.0294]], + + [[0.7432, 0.8144, 0.0459, 0.0563], + [0.4957, 0.4977, 0.3870, 0.9829], + [0.5330, 0.6615, 0.1916, 0.6301], + ..., + [0.5121, 0.4214, 0.3377, 0.8420], + [0.6754, 0.0795, 0.0749, 0.1596], + [0.5089, 0.4283, 0.3820, 0.8537]], + + [[0.8984, 0.6178, 0.0611, 0.1223], + [0.0075, 0.5411, 0.0150, 0.0415], + [0.9693, 0.6868, 0.0618, 0.2707], + ..., + [0.2256, 0.2259, 0.0965, 0.0513], + [0.7814, 0.4030, 0.3979, 0.4305], + [0.0093, 0.3939, 0.0186, 0.0741]], + + [[0.5913, 0.9225, 0.1779, 0.1545], + [0.3522, 0.8378, 0.1487, 0.1345], + [0.5053, 0.9489, 0.3078, 0.1023], + ..., + [0.3076, 0.8193, 0.1670, 0.1751], + [0.4360, 0.8829, 0.4781, 0.2318], + [0.3357, 0.8355, 0.1746, 0.1402]]], device='cuda:0'), auxiliary_outputs=None, last_hidden_state=tensor([[[-0.0726, -0.4462, -0.3436, ..., 1.2766, 1.6735, -0.3057], + [-0.2150, 0.2492, -0.4458, ..., 0.6979, 1.4170, -1.1264], + [-0.4506, -0.1825, 0.0141, ..., 1.2373, 1.5761, -0.2333], + ..., + [-0.7371, 0.1135, -0.3621, ..., 1.1217, 1.9390, -1.1554], + [-0.1534, -0.3871, -0.7394, ..., 1.4842, 1.8573, 0.4556], + [-0.2557, 0.0744, -0.2205, ..., 0.7719, 1.6034, -1.0349]], + + [[-0.7298, -0.6137, 0.5973, ..., 0.5809, 2.1536, 0.3364], + [-0.4156, -0.6062, -0.4081, ..., 0.7170, 1.6295, -0.2817], + [-1.2582, 0.2102, -0.3550, ..., 0.4445, 1.8447, -0.0249], + ..., + [-0.3840, -0.8710, -0.7815, ..., 1.5377, 1.6385, -0.2432], + [-0.3678, -0.1966, 0.0540, ..., -0.1764, 1.9508, 0.3108], + [-0.2319, -0.9549, -0.4585, ..., 0.8718, 1.6393, -0.3673]], + + [[ 0.0379, -0.2082, -1.0837, ..., 0.7117, 1.5019, 0.1763], + [-0.0470, 0.8801, -0.2307, ..., 0.4721, 1.4051, -0.6524], + [-0.0082, -0.3939, -2.0107, ..., 1.2501, 1.4509, -0.5221], + ..., + [-0.8049, -0.1642, -0.5222, ..., -1.0588, 1.7917, -0.8230], + [-1.3006, -1.0921, -0.9845, ..., 0.1847, 1.3518, 0.2312], + [-0.5987, 1.0560, -0.5072, ..., -0.3044, 1.3639, -0.5246]], + + [[-0.8416, -0.6816, 0.3433, ..., 0.3649, 1.8588, 0.5277], + [-0.4578, -0.3917, 0.5806, ..., 1.2813, 2.5126, -0.6021], + [-0.7887, -0.7357, 0.4728, ..., 0.4289, 1.4700, 0.1913], + ..., + [-0.4503, 0.0755, -0.1220, ..., 1.3039, 2.3228, -0.9322], + [-0.2612, -1.0645, 0.0044, ..., 0.6852, 1.3570, -0.4451], + [-0.3601, -0.2512, 0.3425, ..., 1.2350, 2.5194, -0.5747]]], + device='cuda:0'), decoder_hidden_states=None, decoder_attentions=None, cross_attentions=None, encoder_last_hidden_state=tensor([[[-2.1791e-02, -5.1872e-03, 6.5978e-03, ..., 1.2527e-01, + 2.6538e-01, 1.9243e+00], + [-3.0298e-02, -5.7902e-03, 6.3471e-03, ..., 8.6011e-02, + 3.7001e-01, 1.8479e+00], + [-3.6300e-02, -5.9678e-03, 5.9645e-03, ..., 9.4919e-02, + 4.2757e-01, 1.7299e+00], + ..., + [ 5.3181e-02, -1.2495e-02, 9.1257e-03, ..., 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+ ..., + [ 4.7271e-02, -1.5041e-02, 8.0692e-03, ..., -3.1037e-01, + -5.5611e-02, 1.1106e+00], + [ 4.7656e-02, -1.5434e-02, 7.6863e-03, ..., -2.4091e-01, + -1.0222e-01, 1.4775e+00], + [ 3.1995e-02, -1.1159e-02, 6.0349e-03, ..., -8.1464e-02, + 1.3042e-02, 1.8412e+00]], + + [[-1.6875e-02, -5.4526e-03, 6.7622e-03, ..., 3.7302e-01, + 2.7438e-01, 1.8135e+00], + [-2.1091e-02, -7.6769e-03, 6.3485e-03, ..., 3.3614e-01, + 4.1538e-01, 1.6518e+00], + [-2.4980e-02, -8.3462e-03, 5.7367e-03, ..., 3.6138e-01, + 4.4015e-01, 1.5179e+00], + ..., + [ 4.4482e-02, -7.3879e-03, 7.1965e-03, ..., 2.1121e-02, + 2.3796e-02, 8.0848e-01], + [ 4.2103e-02, -6.3499e-03, 7.2385e-03, ..., 8.8534e-02, + -1.0026e-01, 1.1409e+00], + [ 2.4828e-02, -3.0683e-03, 6.8517e-03, ..., 2.4310e-01, + -9.7193e-02, 1.4909e+00]]], device='cuda:0'), encoder_hidden_states=None, encoder_attentions=None) +/tmp/ipykernel_30/4049776798.py:8: UserWarning: Implicit dimension choice for softmax has been deprecated. Change the call to include dim=X as an argument. + print(torch.nn.functional.softmax(output['logits'])) +tensor([[[0.2861, 0.2442, 0.2078], + [0.3141, 0.2257, 0.2206], + [0.2984, 0.2381, 0.2576], + ..., + [0.2421, 0.2269, 0.2025], + [0.2600, 0.2381, 0.3377], + [0.3237, 0.2056, 0.2270]], + + [[0.2228, 0.2523, 0.2556], + [0.2024, 0.2939, 0.1971], + [0.1771, 0.2714, 0.2433], + ..., + [0.2506, 0.2932, 0.2568], + [0.1992, 0.2498, 0.2326], + [0.2127, 0.3012, 0.2172]], + + [[0.2454, 0.2280, 0.3695], + [0.2775, 0.1808, 0.3908], + [0.2795, 0.2396, 0.2976], + ..., + [0.2446, 0.1677, 0.2793], + [0.2966, 0.2306, 0.2375], + [0.2490, 0.1817, 0.3555]], + + [[0.2456, 0.2754, 0.1670], + [0.2060, 0.2997, 0.1916], + [0.2449, 0.2509, 0.2015], + ..., + [0.2627, 0.3123, 0.2615], + [0.2442, 0.2815, 0.1921], + [0.2146, 0.3116, 0.2003]]], device='cuda:0') +tensor([[[0.0096, 0.0093, 0.0112], + [0.0108, 0.0101, 0.0090], + [0.0095, 0.0095, 0.0095], + ..., + [0.0083, 0.0099, 0.0060], + [0.0088, 0.0113, 0.0141], + 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'scores': tensor([0.5543, 0.5015, 0.5199, 0.4751, 0.4696, 0.5083, 0.5144, 0.5243, 0.4785, + 0.3225, 0.5006, 0.4843, 0.5089, 0.4655, 0.5347, 0.4823, 0.5106, 0.4859, + 0.3435, 0.5438, 0.5207, 0.4768, 0.5445, 0.5118, 0.5012, 0.5095, 0.5442, + 0.4927, 0.3596, 0.4838, 0.5315, 0.4966, 0.5367, 0.5080, 0.5291, 0.4675, + 0.5003, 0.4823, 0.5325, 0.4625, 0.3336, 0.4807, 0.4924, 0.5218, 0.4865, + 0.4545, 0.4737, 0.4765, 0.4711, 0.4601, 0.4229, 0.4668, 0.4921, 0.4750, + 0.5110, 0.5409, 0.4792, 0.5136, 0.4950, 0.5249, 0.5363, 0.5144, 0.5214, + 0.4865, 0.3793, 0.5009, 0.5417, 0.4654, 0.5034, 0.5328, 0.4819, 0.5536, + 0.5355, 0.5252, 0.4942, 0.5151, 0.3897, 0.4689, 0.5209, 0.4862, 0.5325, + 0.5011, 0.4820, 0.5194, 0.4823, 0.4681, 0.5149, 0.3727, 0.4652, 0.4929, + 0.5013, 0.5391, 0.5024, 0.5404, 0.4858, 0.4761, 0.5095, 0.4698, 0.3816, + 0.5024], device='cuda:0')}] [{'boxes': tensor([[0.4712, 0.1693, 0.0576, 0.0571], + [0.5103, 0.2283, 0.0537, 0.0600], + [0.4734, 0.2241, 0.0581, 0.0693], + [0.4277, 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'map_per_class': tensor(-1.), 'mar_100_per_class': tensor(-1.), 'classes': tensor(1, dtype=torch.int32)} +Output keys: odict_keys(['logits', 'pred_boxes', 'last_hidden_state', 'encoder_last_hidden_state']) +Pred boxes shape: torch.Size([4, 100, 4]) +Logits shape: torch.Size([4, 100, 3]) +Preds: [{'boxes': tensor([[428.8886, 408.6487, 11.8299, 23.8064], + [ 10.2290, 418.1935, 8.2429, 20.3831], + [441.3153, 423.2199, 13.9996, 36.2514], + [ 30.3471, 453.2780, 54.2164, 52.0892], + [117.8091, 407.0448, 12.6093, 9.0737], + [295.1660, 408.0262, 6.5231, 6.7313], + [ 39.3064, 470.8563, 33.0544, 24.4093], + [415.1580, 416.4425, 15.1779, 32.6509], + [ 30.6031, 424.8126, 49.2136, 48.1339], + [237.7359, 406.2655, 6.1050, 7.3247], + [ 16.9115, 445.6398, 26.4349, 68.8052], + [ 37.3918, 465.6512, 45.0901, 40.1810], + [440.8413, 415.9696, 12.3176, 34.9631], + [290.7821, 403.3451, 9.7880, 22.3882], + [430.7715, 450.5414, 25.0595, 13.0919], + [150.2950, 446.9359, 45.5923, 74.6997], + [ 30.2728, 468.1261, 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[262.8651, 411.4050, 6.6579, 9.8644], + [188.0522, 410.5253, 4.7556, 10.7073], + [386.4028, 398.1645, 12.5341, 12.8585], + [ 45.7119, 470.6715, 24.7980, 22.6789], + [454.1946, 399.2856, 8.6694, 7.9139], + [309.2045, 418.4759, 59.3561, 37.3674], + [399.3936, 412.2651, 68.9812, 72.4917], + [ 6.4558, 421.8574, 7.4337, 24.7212], + [124.8789, 355.4323, 28.6468, 146.7652], + [319.5780, 352.4434, 12.0870, 22.7310], + [ 13.6744, 415.0995, 6.2124, 14.7068]]), 'labels': tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1]), 'scores': tensor([0.4410, 0.3643, 0.3972, 0.3481, 0.3297, 0.4125, 0.3523, 0.4570, 0.3758, + 0.4248, 0.3424, 0.3541, 0.4013, 0.3479, 0.4515, 0.3177, 0.3582, 0.4485, + 0.3278, 0.5001, 0.4503, 0.3449, 0.4651, 0.4956, 0.4115, 0.3407, 0.4267, + 0.3448, 0.3177, 0.3579, 0.4984, 0.3439, 0.5005, 0.4746, 0.4801, 0.3620, + 0.3951, 0.3415, 0.4858, 0.3901, 0.2695, 0.3456, 0.3459, 0.4551, 0.3759, + 0.3527, 0.3467, 0.3554, 0.3260, 0.3795, 0.3347, 0.3690, 0.3216, 0.3591, + 0.3637, 0.3768, 0.3725, 0.4744, 0.3635, 0.3638, 0.3936, 0.3550, 0.4078, + 0.3806, 0.3214, 0.4169, 0.4842, 0.2382, 0.4035, 0.5017, 0.2790, 0.4654, + 0.4223, 0.4119, 0.3237, 0.4891, 0.3130, 0.4130, 0.4702, 0.4416, 0.4893, + 0.3564, 0.3528, 0.4911, 0.4001, 0.4944, 0.3820, 0.3204, 0.3477, 0.3419, + 0.3580, 0.4944, 0.3534, 0.4751, 0.4650, 0.4252, 0.3769, 0.3005, 0.4777, + 0.3824], device='cuda:0')}] +Target: [{'boxes': tensor([[395.5078, 89.7626, 51.7578, 55.6883], + [363.7695, 66.5591, 61.5234, 67.9006], + [308.8379, 58.4990, 66.8945, 72.2971], + [256.1035, 63.8724, 53.2227, 61.5502], + [387.2070, 129.3306, 56.6406, 49.8263], + [344.4824, 95.1360, 36.6211, 22.4707], + [307.3730, 93.9148, 52.2461, 20.0282], + [346.1914, 119.5607, 45.8984, 38.1025], + [355.4688, 149.8473, 45.8984, 35.1715], + [306.6406, 113.4545, 49.8047, 35.6600], + [308.8379, 141.2986, 48.3398, 33.7061], + [269.7754, 125.1783, 43.4570, 30.7751], + [260.2539, 94.6475, 58.5938, 42.0105], + [222.6562, 117.8509, 53.7109, 54.2228], + [159.9121, 150.3358, 24.9023, 26.3787], + [149.1699, 138.6119, 26.8555, 28.3326]]), 'labels': tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1])}] +Metric: {'map': tensor(0.), 'map_50': tensor(0.), 'map_75': tensor(0.), 'map_small': tensor(0.), 'map_medium': tensor(-1.), 'map_large': tensor(0.), 'mar_1': tensor(0.), 'mar_10': tensor(0.), 'mar_100': tensor(0.), 'mar_small': tensor(0.), 'mar_medium': tensor(-1.), 'mar_large': tensor(0.), 'map_per_class': tensor(-1.), 'mar_100_per_class': tensor(-1.), 'classes': tensor(1, dtype=torch.int32)} +Output keys: odict_keys(['logits', 'pred_boxes', 'last_hidden_state', 'encoder_last_hidden_state']) +Pred boxes shape: torch.Size([4, 100, 4]) +Logits shape: torch.Size([4, 100, 3]) 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59.9647], + [384.4197, 445.9914, 107.2914, 105.4486], + [349.2213, 352.5438, 30.3479, 42.7407], + [100.5033, 468.6185, 94.6984, 60.1308], + [387.5273, 363.7753, 43.2486, 59.3233], + [214.2674, 437.2379, 294.0490, 124.2020], + [211.4569, 426.3673, 295.6024, 144.6482], + [ 77.7992, 309.1347, 18.4230, 29.1629], + [401.2912, 372.5695, 68.5976, 78.0442], + [ 73.7514, 311.2720, 14.3702, 25.9884], + [401.1235, 369.0602, 69.1467, 73.7173], + [411.9732, 344.0909, 52.8789, 41.0596], + [350.7260, 346.0200, 37.0161, 53.8354], + [185.2638, 447.2635, 90.1298, 105.1947], + [412.7456, 370.0338, 50.2990, 90.8389], + [103.7800, 359.9175, 88.2136, 86.3143], + [409.0515, 388.7333, 52.1306, 44.2019], + [182.3788, 475.1147, 112.8687, 49.6896], + [126.8885, 359.8154, 133.8354, 87.4050], + [130.5736, 376.3338, 141.0707, 64.5285], + [127.9553, 361.0296, 136.1257, 88.5079], + [391.8062, 352.6054, 43.1987, 40.5805], + [411.5278, 380.4510, 52.8422, 111.5560], + [153.9806, 345.3297, 180.4070, 115.6796], + [124.7702, 306.3297, 112.0893, 41.4400], + [188.7966, 447.6632, 96.1982, 104.4234], + [207.9048, 447.0425, 314.5705, 104.1099], + [ 75.8547, 309.1264, 18.4083, 29.6252], + [ 87.9375, 233.4881, 27.8934, 41.2961], + [223.5698, 420.9125, 163.0295, 157.0724], + [181.1564, 468.4429, 248.9459, 64.0448], + [101.0273, 305.1658, 60.5077, 36.2665], + [ 92.1592, 467.1810, 66.0750, 49.0076], + [397.9268, 368.3107, 62.2573, 64.3829], + [213.3793, 420.8214, 291.4199, 154.1111], + [351.9226, 348.7853, 30.2417, 46.8900], + [217.4494, 485.0410, 42.9426, 30.0128], + [107.7701, 303.0724, 49.2704, 33.3601], + [435.0608, 340.1833, 11.4680, 12.8086], + [202.7485, 337.3990, 38.5696, 42.3800], + [ 80.2152, 234.1573, 36.1905, 39.1998], + [414.6862, 349.8583, 47.3274, 45.9644], + [ 99.9445, 305.9857, 65.2924, 37.6961], + [206.1449, 473.0489, 284.6936, 51.4051], + [355.5552, 276.2507, 40.7015, 47.0203], + [126.3329, 344.7751, 131.5816, 116.4129], + [262.0642, 488.4781, 140.6781, 23.1946], + [408.8565, 364.1042, 51.9966, 58.2924], + [105.2166, 344.5443, 89.8774, 113.0440], + [433.3595, 340.1801, 11.7459, 13.9268], + [399.9765, 372.2443, 63.6805, 61.6077], + [400.7228, 413.3816, 74.1887, 160.1232], + [176.7222, 472.8402, 188.7646, 54.5451], + [414.6325, 337.0857, 43.7037, 21.1446], + [ 99.9495, 309.4991, 73.4569, 42.6150], + [206.2772, 441.0041, 290.9972, 114.7162], + [414.0292, 360.1703, 48.0138, 66.2218], + [393.7530, 363.9463, 53.8425, 61.3763], + [398.1009, 359.1316, 62.3745, 53.7214], + [182.9371, 481.3042, 106.6068, 37.4196], + [180.1194, 413.5794, 80.3865, 50.0847], + [429.2068, 194.4718, 15.4684, 29.2914], + [411.9812, 369.3391, 51.9451, 86.7947], + [205.2809, 442.1948, 290.3929, 111.3576], + [411.2005, 379.6049, 49.2874, 63.8285], + [252.0170, 266.1718, 333.1443, 463.7166], + [129.1317, 357.8407, 137.1602, 95.3449], + [216.1812, 489.3240, 38.4617, 21.4873], + [155.4765, 472.8487, 54.0294, 54.2386], + [401.4798, 358.3329, 45.3887, 47.0011], + [154.1986, 472.2890, 195.4084, 55.7205], + [430.0442, 194.5468, 13.9507, 27.3804], + [206.9133, 445.7166, 291.4801, 100.1988], + [219.8197, 413.9853, 315.2510, 170.9996], + [256.5750, 454.9380, 491.1257, 89.2383], + [102.5615, 304.5422, 62.9658, 37.0500], + [412.6421, 348.9537, 52.5770, 61.3913], + [ 73.2824, 310.7110, 13.7566, 25.3463]]), 'labels': tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1]), 'scores': tensor([0.5082, 0.3866, 0.4452, 0.3589, 0.4265, 0.2933, 0.2809, 0.3882, 0.3828, + 0.3919, 0.3268, 0.2697, 0.5498, 0.3639, 0.4120, 0.2800, 0.2903, 0.3306, + 0.3563, 0.5454, 0.4138, 0.2957, 0.5125, 0.4124, 0.5227, 0.2893, 0.5190, + 0.3128, 0.3238, 0.4640, 0.4749, 0.5049, 0.4674, 0.4756, 0.5357, 0.3451, + 0.4775, 0.3528, 0.5132, 0.2611, 0.3646, 0.3666, 0.3609, 0.5638, 0.4751, + 0.4472, 0.4507, 0.2970, 0.2925, 0.4990, 0.4952, 0.4169, 0.3063, 0.4264, + 0.2896, 0.4962, 0.3286, 0.5168, 0.2721, 0.4314, 0.5576, 0.5041, 0.5021, + 0.5221, 0.4261, 0.2908, 0.6344, 0.3779, 0.2928, 0.5220, 0.3722, 0.5478, + 0.4834, 0.4834, 0.3171, 0.5356, 0.4496, 0.2993, 0.4884, 0.5234, 0.5060, + 0.2839, 0.3395, 0.6443, 0.4660, 0.3023, 0.4944, 0.3555, 0.3753, 0.2634, + 0.2414, 0.5517, 0.3056, 0.6326, 0.2565, 0.3309, 0.3071, 0.4658, 0.5257, + 0.5198], device='cuda:0')}] +Target: [{'boxes': tensor([[262.6836, 127.4414, 138.6719, 181.6406], + [361.8047, 165.7715, 108.3984, 111.8164], + [329.3340, 256.5918, 143.0664, 168.4570], + [197.0098, 304.9316, 135.2539, 170.4102], + [240.7109, 212.8906, 57.6172, 65.4297], + [156.7266, 178.9551, 124.0234, 139.1602], + [ 85.6816, 206.7871, 17.0898, 22.9492]]), 'labels': tensor([1, 1, 1, 1, 1, 1, 1])}] +Metric: {'map': tensor(0.), 'map_50': tensor(0.), 'map_75': tensor(0.), 'map_small': tensor(0.), 'map_medium': tensor(0.), 'map_large': tensor(0.), 'mar_1': tensor(0.), 'mar_10': tensor(0.), 'mar_100': tensor(0.), 'mar_small': tensor(0.), 'mar_medium': tensor(0.), 'mar_large': tensor(0.), 'map_per_class': tensor(-1.), 'mar_100_per_class': tensor(-1.), 'classes': tensor(1, dtype=torch.int32)} +Output keys: odict_keys(['logits', 'pred_boxes', 'last_hidden_state', 'encoder_last_hidden_state']) +Pred boxes shape: torch.Size([3, 100, 4]) +Logits shape: torch.Size([3, 100, 3]) +Preds: [{'boxes': tensor([[254.9472, 215.7310, 10.8161, 24.9845], + [230.9290, 212.7584, 10.3748, 45.9403], + [237.4016, 217.0018, 11.3590, 44.4633], + [236.6402, 206.7157, 13.6728, 67.8502], + [230.4530, 220.2609, 7.3590, 33.9153], + [245.0719, 238.4242, 34.2941, 79.5612], + [229.0004, 303.2340, 9.7405, 12.6736], + [255.4970, 249.4119, 18.0875, 87.4766], + [236.1972, 205.5842, 13.9914, 67.9427], + [241.3589, 221.6047, 61.1447, 303.8899], + [231.6546, 214.4144, 9.7754, 45.5304], + [235.5097, 205.1054, 13.7546, 67.1699], + [239.4363, 208.5342, 12.4046, 48.4171], + [245.1807, 237.6905, 42.3612, 131.2263], + [231.6324, 277.1903, 13.0049, 23.2527], + [244.7259, 247.7577, 43.4740, 122.3540], + [230.6452, 215.6996, 10.6019, 47.9930], + [239.5934, 207.7292, 14.2667, 64.0106], + [231.8809, 220.0089, 78.1894, 305.8539], + [245.5136, 196.6257, 10.6516, 22.0877], + [247.6099, 209.3741, 13.9525, 50.9526], + [230.2381, 220.4737, 8.2405, 33.2575], + [259.1821, 215.3683, 8.8821, 24.0763], + [246.4466, 278.1056, 27.7167, 42.2068], + [239.2283, 203.5016, 13.7793, 39.1412], + [228.0801, 299.9597, 9.8401, 13.5232], + [259.6570, 217.5173, 8.6799, 24.1199], + [233.8098, 208.3388, 13.1192, 62.5333], + [244.6487, 269.0426, 50.1729, 202.1515], + [230.9657, 217.0229, 8.6708, 42.3967], + [259.5035, 220.0248, 8.4265, 27.2882], + [232.2841, 216.6411, 9.3421, 45.1961], + [258.8408, 217.8116, 10.4800, 36.3576], + [253.5501, 208.2475, 14.6423, 57.1821], + [241.0247, 192.7101, 10.1665, 21.8775], + [233.2246, 221.6283, 17.8874, 78.3121], + [245.8775, 208.5010, 13.9029, 57.7390], + [229.4883, 220.7839, 7.4435, 33.6049], + [260.5456, 220.6125, 9.4536, 28.9702], + [244.8348, 240.9619, 44.8724, 133.6866], + [245.1298, 212.0265, 46.6355, 284.4092], + [231.0593, 219.6841, 8.5480, 37.4241], + [234.9813, 224.6877, 18.3893, 96.7766], + [247.8131, 199.2308, 13.9285, 29.5200], + [237.3832, 218.4085, 25.8674, 105.2128], + [234.5273, 207.8972, 16.5862, 61.2874], + [231.9074, 215.0192, 11.2082, 43.4060], + [232.4507, 230.2623, 13.7770, 59.8166], + [244.7816, 236.6335, 41.7458, 121.0556], + [170.6872, 152.1848, 13.5646, 43.1154], + [231.3597, 144.9703, 53.8475, 134.7810], + [235.4075, 208.8789, 19.3562, 59.5125], + [236.6454, 215.4005, 18.5712, 99.8399], + [216.0760, 189.8000, 13.3689, 89.8349], + [232.2983, 217.7895, 9.1247, 42.0335], + [256.0352, 216.8024, 11.8659, 33.4571], + [231.1251, 207.8537, 12.9138, 61.0792], + [247.4120, 202.0931, 16.6126, 38.3401], + [234.4865, 216.8978, 15.0980, 44.4673], + [235.0012, 197.6738, 8.5993, 19.3384], + [234.3398, 194.4444, 8.4382, 20.5167], + [237.7698, 196.1065, 11.3686, 27.1635], + [238.0117, 200.9575, 10.8413, 38.8970], + [239.5271, 205.8996, 15.8702, 67.1783], + [229.6740, 156.9922, 77.8836, 172.5290], + [228.6540, 304.0270, 8.8481, 11.9780], + [241.4941, 191.5309, 9.0198, 19.0893], + [234.9507, 217.5788, 19.1131, 84.2657], + [244.9167, 244.3253, 35.9589, 83.6014], + [259.7479, 215.8978, 8.5707, 23.7406], + [232.9657, 210.3101, 12.1603, 57.8894], + [240.0898, 194.2933, 8.3690, 17.7153], + [259.3752, 220.1308, 8.3685, 25.6442], + [251.6303, 239.5851, 20.1809, 71.0298], + [233.0795, 244.7325, 15.0358, 59.5941], + [243.3751, 196.9923, 10.5997, 28.9649], + [238.6872, 167.0060, 22.2066, 181.0696], + [245.0488, 242.6965, 43.2137, 132.3667], + [244.5516, 203.4901, 12.7096, 43.9687], + [246.8157, 208.7614, 28.7996, 65.4923], + [259.1786, 216.8075, 8.3969, 22.5171], + [228.5695, 302.8499, 9.4282, 12.4487], + [231.6510, 218.1285, 10.7066, 38.9014], + [242.8553, 192.1718, 9.3302, 20.4611], + [237.1097, 214.6693, 24.6748, 113.1340], + [242.4915, 227.4661, 37.1656, 101.8927], + [243.3078, 210.9892, 18.3253, 58.4776], + [230.5347, 150.7168, 78.0026, 159.5424], + [230.5829, 215.9818, 9.9410, 44.2685], + [235.0115, 239.8940, 18.1906, 72.2606], + [228.3550, 298.9546, 10.4407, 15.3030], + [258.8348, 212.6968, 8.4712, 22.3834], + [228.3488, 303.6815, 8.8967, 11.7152], + [240.4022, 191.9433, 9.5232, 20.7120], + [245.0909, 248.8424, 34.7557, 97.1047], + [246.4139, 243.4605, 41.3268, 130.3961], + [233.4686, 214.7635, 10.1685, 43.8149], + [231.1939, 215.7129, 9.4197, 41.5729], + [226.3794, 160.7480, 85.0263, 182.6119], + [232.2623, 209.9419, 10.5814, 55.3013]]), 'labels': tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, + 1, 1, 1, 1]), 'scores': tensor([0.5543, 0.5015, 0.5199, 0.4751, 0.4696, 0.5083, 0.5144, 0.5243, 0.4785, + 0.3225, 0.5006, 0.4843, 0.5089, 0.4655, 0.5347, 0.4823, 0.5106, 0.4859, + 0.3435, 0.5438, 0.5207, 0.4768, 0.5445, 0.5118, 0.5012, 0.5095, 0.5442, + 0.4927, 0.3596, 0.4838, 0.5315, 0.4966, 0.5367, 0.5080, 0.5291, 0.4675, + 0.5003, 0.4823, 0.5325, 0.4625, 0.3336, 0.4807, 0.4924, 0.5218, 0.4865, + 0.4545, 0.4737, 0.4765, 0.4711, 0.4601, 0.4229, 0.4668, 0.4921, 0.4750, + 0.5110, 0.5409, 0.4792, 0.5136, 0.4950, 0.5249, 0.5363, 0.5144, 0.5214, + 0.4865, 0.3793, 0.5009, 0.5417, 0.4654, 0.5034, 0.5328, 0.4819, 0.5536, + 0.5355, 0.5252, 0.4942, 0.5151, 0.3897, 0.4689, 0.5209, 0.4862, 0.5325, + 0.5011, 0.4820, 0.5194, 0.4823, 0.4681, 0.5149, 0.3727, 0.4652, 0.4929, + 0.5013, 0.5391, 0.5024, 0.5404, 0.4858, 0.4761, 0.5095, 0.4698, 0.3816, + 0.5024], device='cuda:0')}] +Target: [{'boxes': tensor([[235.5957, 84.6323, 28.8086, 28.5348], + [255.1270, 114.1426, 26.8555, 29.9981], + [236.6943, 112.0696, 29.0527, 34.6320], + [213.8672, 106.7041, 25.3906, 26.8276], + [236.0840, 134.6292, 20.9961, 22.6815], + [213.2568, 129.7514, 37.8418, 32.9248]]), 'labels': tensor([1, 1, 1, 1, 1, 1])}] +Metric: {'map': tensor(0.), 'map_50': tensor(0.), 'map_75': tensor(0.), 'map_small': tensor(0.), 'map_medium': tensor(0.), 'map_large': tensor(0.), 'mar_1': tensor(0.), 'mar_10': tensor(0.), 'mar_100': tensor(0.), 'mar_small': tensor(0.), 'mar_medium': tensor(0.), 'mar_large': tensor(0.), 'map_per_class': tensor(-1.), 'mar_100_per_class': tensor(-1.), 'classes': tensor(1, dtype=torch.int32)} +/opt/conda/lib/python3.10/pty.py:89: RuntimeWarning: os.fork() was called. os.fork() is incompatible with multithreaded code, and JAX is multithreaded, so this will likely lead to a deadlock. + pid, fd = os.forkpty() +Collecting evaluate + Downloading evaluate-0.4.3-py3-none-any.whl.metadata (9.2 kB) +Requirement already satisfied: datasets>=2.0.0 in /opt/conda/lib/python3.10/site-packages (from evaluate) (3.1.0) +Requirement already satisfied: numpy>=1.17 in /opt/conda/lib/python3.10/site-packages (from evaluate) (1.26.4) +Requirement already satisfied: dill in /opt/conda/lib/python3.10/site-packages (from evaluate) (0.3.8) +Requirement already satisfied: pandas in /opt/conda/lib/python3.10/site-packages (from evaluate) (2.2.2) +Requirement already satisfied: requests>=2.19.0 in /opt/conda/lib/python3.10/site-packages (from evaluate) (2.32.3) +Requirement already satisfied: tqdm>=4.62.1 in /opt/conda/lib/python3.10/site-packages (from evaluate) (4.66.4) +Requirement already satisfied: xxhash in /opt/conda/lib/python3.10/site-packages (from evaluate) (3.4.1) +Requirement already satisfied: multiprocess in /opt/conda/lib/python3.10/site-packages (from evaluate) (0.70.16) +Requirement already satisfied: fsspec>=2021.05.0 in /opt/conda/lib/python3.10/site-packages (from fsspec[http]>=2021.05.0->evaluate) (2024.6.1) +Requirement already satisfied: huggingface-hub>=0.7.0 in /opt/conda/lib/python3.10/site-packages (from evaluate) (0.25.1) +Requirement already satisfied: packaging in /opt/conda/lib/python3.10/site-packages (from evaluate) (21.3) +Requirement already satisfied: filelock in /opt/conda/lib/python3.10/site-packages (from datasets>=2.0.0->evaluate) (3.15.1) +Requirement already satisfied: pyarrow>=15.0.0 in /opt/conda/lib/python3.10/site-packages (from datasets>=2.0.0->evaluate) (16.1.0) +Requirement already satisfied: aiohttp in /opt/conda/lib/python3.10/site-packages (from datasets>=2.0.0->evaluate) (3.9.5) +Requirement already satisfied: pyyaml>=5.1 in /opt/conda/lib/python3.10/site-packages (from datasets>=2.0.0->evaluate) (6.0.2) +Requirement already satisfied: typing-extensions>=3.7.4.3 in /opt/conda/lib/python3.10/site-packages (from huggingface-hub>=0.7.0->evaluate) (4.12.2) +Requirement already satisfied: pyparsing!=3.0.5,>=2.0.2 in /opt/conda/lib/python3.10/site-packages (from packaging->evaluate) (3.1.2) +Requirement already satisfied: charset-normalizer<4,>=2 in /opt/conda/lib/python3.10/site-packages (from requests>=2.19.0->evaluate) (3.3.2) +Requirement already satisfied: idna<4,>=2.5 in /opt/conda/lib/python3.10/site-packages (from requests>=2.19.0->evaluate) (3.7) +Requirement already satisfied: urllib3<3,>=1.21.1 in /opt/conda/lib/python3.10/site-packages (from requests>=2.19.0->evaluate) (1.26.18) +Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.10/site-packages (from requests>=2.19.0->evaluate) (2024.8.30) +Requirement already satisfied: python-dateutil>=2.8.2 in /opt/conda/lib/python3.10/site-packages (from pandas->evaluate) (2.9.0.post0) +Requirement already satisfied: pytz>=2020.1 in /opt/conda/lib/python3.10/site-packages (from pandas->evaluate) (2024.1) +Requirement already satisfied: tzdata>=2022.7 in /opt/conda/lib/python3.10/site-packages (from pandas->evaluate) (2024.1) +Requirement already satisfied: aiosignal>=1.1.2 in /opt/conda/lib/python3.10/site-packages (from aiohttp->datasets>=2.0.0->evaluate) (1.3.1) +Requirement already satisfied: attrs>=17.3.0 in /opt/conda/lib/python3.10/site-packages (from aiohttp->datasets>=2.0.0->evaluate) (23.2.0) +Requirement already satisfied: frozenlist>=1.1.1 in /opt/conda/lib/python3.10/site-packages (from aiohttp->datasets>=2.0.0->evaluate) (1.4.1) +Requirement already satisfied: multidict<7.0,>=4.5 in /opt/conda/lib/python3.10/site-packages (from aiohttp->datasets>=2.0.0->evaluate) (6.0.5) +Requirement already satisfied: yarl<2.0,>=1.0 in /opt/conda/lib/python3.10/site-packages (from aiohttp->datasets>=2.0.0->evaluate) (1.9.4) +Requirement already satisfied: async-timeout<5.0,>=4.0 in /opt/conda/lib/python3.10/site-packages (from aiohttp->datasets>=2.0.0->evaluate) (4.0.3) +Requirement already satisfied: six>=1.5 in /opt/conda/lib/python3.10/site-packages (from python-dateutil>=2.8.2->pandas->evaluate) (1.16.0) +Downloading evaluate-0.4.3-py3-none-any.whl (84 kB) + ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 84.0/84.0 kB 3.1 MB/s eta 0:00:00 +[?25hInstalling collected packages: evaluate +Successfully installed evaluate-0.4.3 +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +Hardware accelerator e.g. GPU is available in the environment, but no `device` argument is passed to the `Pipeline` object. Model will be on CPU. +[] +[] +[] +[] +[] +Output keys: odict_keys(['logits', 'pred_boxes', 'last_hidden_state', 'encoder_last_hidden_state']) +Pred boxes shape: torch.Size([4, 100, 4]) +Logits shape: torch.Size([4, 100, 3]) +Output keys: odict_keys(['logits', 'pred_boxes', 'last_hidden_state', 'encoder_last_hidden_state']) +Pred boxes shape: torch.Size([4, 100, 4]) +Logits shape: torch.Size([4, 100, 3]) +Output keys: odict_keys(['logits', 'pred_boxes', 'last_hidden_state', 'encoder_last_hidden_state']) +Pred boxes shape: torch.Size([3, 100, 4]) +Logits shape: torch.Size([3, 100, 3]) +You seem to be using the pipelines sequentially on GPU. In order to maximize efficiency please use a dataset +[] +[] +[] +[] +[] +[] +[{'score': 0.637018620967865, 'label': 'balloon', 'box': {'xmin': 0, 'ymin': 473, 'xmax': 43, 'ymax': 596}}, {'score': 0.6001803278923035, 'label': 'balloon', 'box': {'xmin': 0, 'ymin': 571, 'xmax': 117, 'ymax': 675}}, {'score': 0.7123915553092957, 'label': 'balloon', 'box': {'xmin': 571, 'ymin': 343, 'xmax': 665, 'ymax': 431}}, {'score': 0.775015652179718, 'label': 'balloon', 'box': {'xmin': 202, 'ymin': 377, 'xmax': 438, 'ymax': 680}}, {'score': 0.6328591108322144, 'label': 'balloon', 'box': {'xmin': 0, 'ymin': 575, 'xmax': 58, 'ymax': 658}}, {'score': 0.6254746913909912, 'label': 'balloon', 'box': {'xmin': 870, 'ymin': 321, 'xmax': 989, 'ymax': 471}}, {'score': 0.6826196908950806, 'label': 'balloon', 'box': {'xmin': 665, 'ymin': 278, 'xmax': 736, 'ymax': 333}}, {'score': 0.5518484115600586, 'label': 'balloon', 'box': {'xmin': 870, 'ymin': 347, 'xmax': 989, 'ymax': 475}}, {'score': 0.8591132164001465, 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FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of 🤗 Transformers. Use `eval_strategy` instead + warnings.warn( +/tmp/ipykernel_30/2408340283.py:1: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead. + trainer = Trainer( +/opt/conda/lib/python3.10/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. + self.scaler = torch.cuda.amp.GradScaler(**kwargs) +max_steps is given, it will override any value given in num_train_epochs +wandb: WARNING The `run_name` is currently set to the same value as `TrainingArguments.output_dir`. If this was not intended, please specify a different run name by setting the `TrainingArguments.run_name` parameter. +/opt/conda/lib/python3.10/site-packages/transformers/training_args.py:1568: FutureWarning: `evaluation_strategy` is deprecated and will be removed in version 4.46 of 🤗 Transformers. Use `eval_strategy` instead + warnings.warn( +/tmp/ipykernel_30/2408340283.py:1: FutureWarning: `tokenizer` is deprecated and will be removed in version 5.0.0 for `Trainer.__init__`. Use `processing_class` instead. + trainer = Trainer( +/opt/conda/lib/python3.10/site-packages/accelerate/accelerator.py:494: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. + self.scaler = torch.cuda.amp.GradScaler(**kwargs) +max_steps is given, it will override any value given in num_train_epochs