Open wenzhezhai opened 1 year ago
I have the same problem. Here is the last log of my training process:
Model saved on path /home/huminyang/Code/multimodal-meta-learn/models/
------ Meta-training 2-way, 1-shot (5-query) ATT-mapper 4-prefix tokens------
Step: 2400 Losses: [11.39, 11.3287, 11.3388, 11.2218, 11.3529, 11.3879]
Step: 2400 Training acc: [0.1375 0.1525 0.155 0.1925 0.1575 0.1675]
Model saved on path /home/huminyang/Code/multimodal-meta-learn/models/
------ Meta-test 2-way, 1-shot (5-query) ------
Step: 2400 Test acc: [0.16 0.1555 0.1595 0.1575 0.166 0.156 ]
Did I miss something during training?
Img: ['real_name_mi_shots_1_ways_2_id_0874_question.jpg'], GT answer: electric guitar, Pred. answer: a man wearing a skateboard is talking to a man wearing a skate Step: 2497 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_1883_question.jpg'], GT answer: vase, Pred. answer: a cup of water is held up to a woman's hand. The Step: 2498 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_0050_question.jpg'], GT answer: golden retriever, Pred. answer: a dog sitting on a shelf with a bottle of wine in front of Step: 2499 Test acc: [0. 0. 0. 0. 0. 0.] FINAL: Test acc: [0.002485 0.00237 0.002256 0.00217 0.002342 0.002 ]
预训练的结果 Step: 2100 Training acc: [0.1325 0.115 0.115 0.1175 0.11 0.13 ] Step: 2200 Training acc: [0.16 0.1575 0.1625 0.155 0.1625 0.1525] Step: 2300 Training acc: [0.2 0.1775 0.185 0.205 0.1725 0.1825] Step: 2400 Training acc: [0.1575 0.1375 0.1575 0.16 0.175 0.18 ] Step: 2400 Test acc: [0.373 0.387 0.378 0.369 0.356 0.3926]
real_name_mi的结果 Img: ['real_name_mi_shots_1_ways_2_id_0874_question.jpg'], GT answer: electric guitar, Pred. answer: a man wearing a skateboard is talking to a man wearing a skate Step: 2497 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_1883_question.jpg'], GT answer: vase, Pred. answer: a cup of water is held up to a woman's hand. The Step: 2498 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_0050_question.jpg'], GT answer: golden retriever, Pred. answer: a dog sitting on a shelf with a bottle of wine in front of Step: 2499 Test acc: [0. 0. 0. 0. 0. 0.] FINAL: Test acc: [0.002485 0.00237 0.002256 0.00217 0.002342 0.002 ] 不知道是哪里出了问题
预训练的结果 Step: 2100 Training acc: [0.1325 0.115 0.115 0.1175 0.11 0.13 ] Step: 2200 Training acc: [0.16 0.1575 0.1625 0.155 0.1625 0.1525] Step: 2300 Training acc: [0.2 0.1775 0.185 0.205 0.1725 0.1825] Step: 2400 Training acc: [0.1575 0.1375 0.1575 0.16 0.175 0.18 ] Step: 2400 Test acc: [0.373 0.387 0.378 0.369 0.356 0.3926]
real_name_mi的结果 Img: ['real_name_mi_shots_1_ways_2_id_0874_question.jpg'], GT answer: electric guitar, Pred. answer: a man wearing a skateboard is talking to a man wearing a skate Step: 2497 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_1883_question.jpg'], GT answer: vase, Pred. answer: a cup of water is held up to a woman's hand. The Step: 2498 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_0050_question.jpg'], GT answer: golden retriever, Pred. answer: a dog sitting on a shelf with a bottle of wine in front of Step: 2499 Test acc: [0. 0. 0. 0. 0. 0.] FINAL: Test acc: [0.002485 0.00237 0.002256 0.00217 0.002342 0.002 ] 不知道是哪里出了问题
我也和你有类似的结果,所以你最后解决了吗
没有,还没有解决这个事情,也许把包换成低版本的可能会解决这个问题,这个做法在其他项目上成功了
---- Replied Message ---- | From | Zhang @.> | | Date | 09/14/2024 15:48 | | To | @.> | | Cc | @.> , @.> | | Subject | Re: [ivonajdenkoska/multimodal-meta-learn] Release trained checkpoint (Issue #3) |
预训练的结果 Step: 2100 Training acc: [0.1325 0.115 0.115 0.1175 0.11 0.13 ] Step: 2200 Training acc: [0.16 0.1575 0.1625 0.155 0.1625 0.1525] Step: 2300 Training acc: [0.2 0.1775 0.185 0.205 0.1725 0.1825] Step: 2400 Training acc: [0.1575 0.1375 0.1575 0.16 0.175 0.18 ] Step: 2400 Test acc: [0.373 0.387 0.378 0.369 0.356 0.3926]
real_name_mi的结果 Img: ['real_name_mi_shots_1_ways_2_id_0874_question.jpg'], GT answer: electric guitar, Pred. answer: a man wearing a skateboard is talking to a man wearing a skate Step: 2497 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_1883_question.jpg'], GT answer: vase, Pred. answer: a cup of water is held up to a woman's hand. The Step: 2498 Test acc: [0. 0. 0. 0. 0. 0.] Img: ['real_name_mi_shots_1_ways_2_id_0050_question.jpg'], GT answer: golden retriever, Pred. answer: a dog sitting on a shelf with a bottle of wine in front of Step: 2499 Test acc: [0. 0. 0. 0. 0. 0.] FINAL: Test acc: [0.002485 0.00237 0.002256 0.00217 0.002342 0.002 ] 不知道是哪里出了问题
我也和你有类似的结果,所以你最后解决了吗
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Thanks for the author's impressive work! And I have a few questions.
Is this normal or did I miss something?