diff --git a/MetaShift/.DS_Store b/MetaShift/.DS_Store deleted file mode 100644 index 227beebca5f91979dd83801744c5a2be2e319544..0000000000000000000000000000000000000000 Binary files a/MetaShift/.DS_Store and /dev/null differ diff --git a/MetaShift/resnet_sup_in1k_attrNo/.DS_Store b/MetaShift/resnet_sup_in1k_attrNo/.DS_Store deleted file mode 100644 index 36433330f5b84ac80ce15fb8bf6a5e3796936a6f..0000000000000000000000000000000000000000 Binary files a/MetaShift/resnet_sup_in1k_attrNo/.DS_Store and /dev/null differ diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/.DS_Store b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/.DS_Store deleted file mode 100644 index eff9be185de5b4ce31b7d9313dd6403636bf9949..0000000000000000000000000000000000000000 Binary files a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/.DS_Store and /dev/null differ diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/args.json b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/args.json deleted file mode 100644 index 3bae2d78a9073b8263ad9d6ec55d515be0eb2069..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/args.json +++ /dev/null @@ -1,30 +0,0 @@ -{ - "dataset": "MetaShift", - "algorithm": "ERM", - "output_folder_name": "resnet_sup_in1k_attrNo", - "train_attr": "no", - "data_dir": "/ocean/projects/asc170022p/shg121/PhD/Multimodal-mistakes-debug/data", - "output_dir": "/ocean/projects/asc170022p/shg121/PhD/Multimodal-mistakes-debug/out/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0", - "hparams": null, - "hparams_seed": 0, - "seed": 0, - "steps": null, - "tb_log_all": false, - "stage1_folder": "vanilla", - "stage1_algo": "ERM", - "use_es": false, - "es_strategy": "metric", - "es_metric": "min_group:accuracy", - "es_patience": 5, - "resume": "", - "pretrained": "", - "checkpoint_freq": null, - "skip_model_save": false, - "cmnist_label_prob": 0.5, - "cmnist_attr_prob": 0.5, - "cmnist_spur_prob": 0.2, - "cmnist_flip_prob": 0.25, - "image_arch": "resnet_sup_in1k", - "text_arch": "bert-base-uncased", - "store_name": "MetaShift_ERM_hparams0_seed0" -} \ No newline at end of file diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/.DS_Store b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/.DS_Store deleted file mode 100644 index 9001c417578c650333252b49e8da176862169634..0000000000000000000000000000000000000000 Binary files a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/.DS_Store and /dev/null differ diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/aligner_30.pth b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/aligner_30.pth deleted file mode 100644 index af654dffce0f5ba4a702d7752f723c37e237f932..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/aligner_30.pth +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:677b97962208f6ca046fa544a65383b6917efe53dce0f288d2da43456c694c74 -size 4197802 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/aligner_out.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/aligner_out.txt deleted file mode 100644 index ad1ba3d8880904a7cc8234a291c43b1c316a95fd..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/aligner_out.txt +++ /dev/null @@ -1,38 +0,0 @@ -2024-10-29 21:03:27,452 - Train size: classifier [(2268, 2048)], clip [(2268, 512)] -2024-10-29 21:03:27,452 - Valid size: classifier [(349, 2048)], clip [(349, 512)] -2024-10-29 21:03:27,452 - Training linear aligner ... -2024-10-29 21:03:27,452 - Linear alignment train: ((2268, 2048)) --> ((2268, 512)). -2024-10-29 21:03:27,452 - Linear alignment test: ((349, 2048)) --> ((349, 512)). -2024-10-29 21:03:29,742 - Initial MSE, R^2: 6.782, -0.507 -2024-10-29 21:03:30,008 - Epoch number, 0, train loss: 3.215, test MSE: 2.050, test_r2: 0.544, best MSE: 2.050 -2024-10-29 21:03:30,167 - Epoch number, 1, train loss: 1.870, test MSE: 1.760, test_r2: 0.609, best MSE: 1.760 -2024-10-29 21:03:30,334 - Epoch number, 2, train loss: 1.651, test MSE: 1.654, test_r2: 0.632, best MSE: 1.654 -2024-10-29 21:03:30,489 - Epoch number, 3, train loss: 1.554, test MSE: 1.588, test_r2: 0.647, best MSE: 1.588 -2024-10-29 21:03:30,644 - Epoch number, 4, train loss: 1.499, test MSE: 1.567, test_r2: 0.652, best MSE: 1.567 -2024-10-29 21:03:30,803 - Epoch number, 5, train loss: 1.452, test MSE: 1.532, test_r2: 0.659, best MSE: 1.532 -2024-10-29 21:03:30,953 - Epoch number, 6, train loss: 1.418, test MSE: 1.500, test_r2: 0.667, best MSE: 1.500 -2024-10-29 21:03:31,111 - Epoch number, 7, train loss: 1.390, test MSE: 1.489, test_r2: 0.669, best MSE: 1.489 -2024-10-29 21:03:31,269 - Epoch number, 8, train loss: 1.368, test MSE: 1.474, test_r2: 0.672, best MSE: 1.474 -2024-10-29 21:03:31,422 - Epoch number, 9, train loss: 1.349, test MSE: 1.464, test_r2: 0.675, best MSE: 1.464 -2024-10-29 21:03:31,580 - Epoch number, 10, train loss: 1.331, test MSE: 1.472, test_r2: 0.673, best MSE: 1.464 -2024-10-29 21:03:31,734 - Epoch number, 11, train loss: 1.318, test MSE: 1.467, test_r2: 0.674, best MSE: 1.464 -2024-10-29 21:03:31,893 - Epoch number, 12, train loss: 1.305, test MSE: 1.442, test_r2: 0.680, best MSE: 1.442 -2024-10-29 21:03:32,050 - Epoch number, 13, train loss: 1.292, test MSE: 1.439, test_r2: 0.680, best MSE: 1.439 -2024-10-29 21:03:32,198 - Epoch number, 14, train loss: 1.276, test MSE: 1.427, test_r2: 0.683, best MSE: 1.427 -2024-10-29 21:03:32,346 - Epoch number, 15, train loss: 1.265, test MSE: 1.422, test_r2: 0.684, best MSE: 1.422 -2024-10-29 21:03:32,509 - Epoch number, 16, train loss: 1.260, test MSE: 1.429, test_r2: 0.683, best MSE: 1.422 -2024-10-29 21:03:32,656 - Epoch number, 17, train loss: 1.253, test MSE: 1.423, test_r2: 0.684, best MSE: 1.422 -2024-10-29 21:03:32,818 - Epoch number, 18, train loss: 1.242, test MSE: 1.420, test_r2: 0.684, best MSE: 1.420 -2024-10-29 21:03:32,977 - Epoch number, 19, train loss: 1.234, test MSE: 1.415, test_r2: 0.686, best MSE: 1.415 -2024-10-29 21:03:33,139 - Epoch number, 20, train loss: 1.223, test MSE: 1.403, test_r2: 0.688, best MSE: 1.403 -2024-10-29 21:03:33,296 - Epoch number, 21, train loss: 1.217, test MSE: 1.398, test_r2: 0.689, best MSE: 1.398 -2024-10-29 21:03:33,441 - Epoch number, 22, train loss: 1.211, test MSE: 1.402, test_r2: 0.688, best MSE: 1.398 -2024-10-29 21:03:33,592 - Epoch number, 23, train loss: 1.204, test MSE: 1.396, test_r2: 0.690, best MSE: 1.396 -2024-10-29 21:03:33,740 - Epoch number, 24, train loss: 1.199, test MSE: 1.394, test_r2: 0.690, best MSE: 1.394 -2024-10-29 21:03:33,893 - Epoch number, 25, train loss: 1.194, test MSE: 1.388, test_r2: 0.691, best MSE: 1.388 -2024-10-29 21:03:34,047 - Epoch number, 26, train loss: 1.187, test MSE: 1.402, test_r2: 0.688, best MSE: 1.388 -2024-10-29 21:03:34,199 - Epoch number, 27, train loss: 1.183, test MSE: 1.393, test_r2: 0.690, best MSE: 1.388 -2024-10-29 21:03:34,349 - Epoch number, 28, train loss: 1.179, test MSE: 1.389, test_r2: 0.691, best MSE: 1.388 -2024-10-29 21:03:34,505 - Epoch number, 29, train loss: 1.173, test MSE: 1.393, test_r2: 0.690, best MSE: 1.388 -2024-10-29 21:03:34,516 - Aligner weights saved to /restricted/projectnb/batmanlab/shawn24/PhD/Ladder/out/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/aligner_30.pth -2024-10-29 21:03:34,516 - Saved aligner to /restricted/projectnb/batmanlab/shawn24/PhD/Ladder/out/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_error_top_50_sent_diff_emb.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_error_top_50_sent_diff_emb.txt deleted file mode 100644 index 7a0abd4c5c2671122378d18506dc42a6990fc888..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_error_top_50_sent_diff_emb.txt +++ /dev/null @@ -1,50 +0,0 @@ -1. A cat is sleeping on a desk next to a stack of CDs and a computer monitor, with blinds in the background -2. A fluffy cat is lying on a desk next to a laptop and trackball mouse, appearing curious or relaxed -3. A cat is sleeping on a desk next to a computer monitor displaying code, with a closed laptop and a white keyboard nearby -4. A cat is sitting intently in front of a computer monitor on a wooden table, with a plant in the background -5. The image shows a tabby and white cat lying on a cushioned surface, with a bookshelf in the background -6. A fluffy tabby cat is comfortably sitting on a desk beside a laptop, surrounded by papers -7. A tabby cat is lounging comfortably on top of a wooden shelf, appearing relaxed -8. A fluffy cat is lying comfortably on a striped bed, surrounded by dim indoor lighting -9. A gray and white cat is lying on a keyboard in front of a computer screen, appearing curious and relaxed -10. A grey and white cat with green eyes is resting on a soft, floral-patterned surface -11. A tabby cat is lying on a bed, playfully engaging with a colorful toy using its paws -12. A cat is sitting on a closed suitcase on a bed in a dimly lit room -13. A tabby cat is lying on a bed next to a window, looking toward the camera with sunlight streaming in -14. The image shows a cat lounging on a bed with a cylindrical pillow, surrounded by computer accessories and pens -15. A tabby cat with white paws and chest rests comfortably on a white chair -16. An orange kitten is sleeping next to a computer mouse on a colorful blue and yellow mouse pad -17. A black cat with bright green eyes is lying on a desk with a keyboard and monitor -18. A cat with a light, mixed coat color is lying on a patterned bedspread, appearing relaxed and comfortable -19. A ginger cat is curled up comfortably in a bathroom sink, surrounded by toiletries -20. A cat is intently staring at a laptop displaying an abstract green and black desktop background -21. A fluffy, light-colored cat is standing on a bed covered with a colorful blanket, near a stack of books or magazines -22. A fluffy cat is curled up inside a terracotta planter, resting beside a pair of boots in an outdoor setting -23. A brown cat is relaxing on an overturned drum next to a bookshelf filled with various books -24. A tabby cat is lying on its back on a floral-patterned couch, appearing relaxed and asleep -25. A cat is sitting beside an open laptop on a cluttered desk -26. A cat is sleeping on its back next to a blue laptop and a computer mouse -27. A cat is lying on a cushion behind a glass window, basking in sunlight with its head tilted back -28. A cat sits on furniture, watching a television news broadcast in a cozy room with bookshelves in the background -29. A cluttered workspace includes a desktop computer, various items like a keyboard and mouse, and a cat curled up on the desk -30. A tabby cat is lounging on a couch, resting its paw on a remote control -31. A gray cat is sitting on a black laptop, partially covering the keyboard with its body -32. A gray cat with closed eyes is sitting on a shelf next to some books -33. A tabby cat is lying on a carpet between two white sneakers, with its paws forward -34. A cat is eating food from a bowl placed on a blue mat, with canned food visible in the background -35. A cat is curiously exploring by placing its head inside a toilet bowl, with its hind legs and tail visible -36. A black and white cat is sitting on a laptop keyboard with the screen partially visible -37. A cat is curled up sleeping on a person's lap next to a laptop -38. A fluffy cat is comfortably lying inside an open suitcase -39. A cat is sitting on a blue and wooden structure, possibly a boat, with a teal wall in the background -40. A cat peeks through a curtain, looking out of a window with a snowy landscape outside -41. A collage of four images shows a cat sitting on a couch in a dimly lit room -42. A cat is lounging on the back of a wooden chair in a room with a Christmas tree and various furniture pieces -43. A cat crouches against a wall, holding a prey in its mouth -44. A person is sitting on a couch holding a relaxed cat, both appear calm and comfortable -45. A cat is standing on the edge of a toilet seat in a bathroom with tiled flooring -46. A cat is sitting on a laptop keyboard in a dimly lit room, with fruit on the table and artwork on the wall -47. A fluffy black cat is lounging on a pillow next to a table with a TV remote on it -48. A cat is comfortably napping on a person, next to a laptop on a small stand in a room with vertical blinds -49. A gray cat is sleeping on a teal suitcase in a room, surrounded by bags and boxes -50. A cat is comfortably sleeping on someone's lap in a cozy setting with a table nearby holding various items, including a laptop and drinks diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_hypothesis_dict.pkl b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_hypothesis_dict.pkl deleted file mode 100644 index ba14f91acec58bcf0bdd7cf1102c72a8d319208f..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_hypothesis_dict.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:afed3b6f4ce294471ac0aa45d0aa96b9eba8fa97ae82bc8f99332f40fd3432e9 -size 719 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_prompt_dict.pkl b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_prompt_dict.pkl deleted file mode 100644 index be1ed5f86d2dc3664125200dc466d097f3424aef..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/cat_prompt_dict.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:163cab6446f86c8c9a9cc43915a682cb2b1e5c930efee47d6b755e0d99416792 -size 1750 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_error_top_50_sent_diff_emb.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_error_top_50_sent_diff_emb.txt deleted file mode 100644 index d255e90874b4e018263549f7f10a71c23f05662b..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_error_top_50_sent_diff_emb.txt +++ /dev/null @@ -1,50 +0,0 @@ -1. A dog with a black and white coat is carrying a frisbee in its mouth while standing on grass -2. A person is playing with a dog outdoors, using a yellow frisbee, with a crowd and mountains in the background -3. A golden retriever is walking along a beach with a frisbee in its mouth -4. A child walks near a resting dog with a tennis ball in a park setting -5. A large white dog carries a green frisbee in its mouth, while a smaller dog runs next to it on a grassy area -6. A dog with a pink bandana stands on grass near a metal water bowl in a sunny park setting -7. A happy dog with its tongue out stands next to a red and blue ball in a grassy field -8. A dog leaps into the air to catch a frisbee while an individual crouches on the grass, holding another frisbee -9. A brown and white dog is playing with a red and white basketball on a grassy area next to a gravel path -10. A tan and white dog is running on a sandy beach with a red frisbee in its mouth -11. A person is standing in a grassy park with three dogs playing nearby -12. A dog is jumping in the air to catch a yellow frisbee in a grassy area with a play structure in the background -13. A person is riding a horse across a grassy field, accompanied by a dog -14. A dog is playing outside on the grass, holding an object in its mouth near a fenced area -15. A group of people wearing matching pink shirts pose together on a grassy field, some holding a frisbee, suggesting a team activity or sport -16. A man helps a young child pet a golden retriever on a riverside walkway, while two people and another dog sit nearby -17. A dog is walking on a sandy shore towards a line of green trees, under a cloudy sky -18. A dog is jumping in the air to catch a pink frisbee in a grassy field -19. A person walks a dog along a sandy beach with gentle waves approaching the shore -20. A dog is carrying a baseball bat on a field near a catcher, while players stand in the background -21. A dog is standing confidently on a surfboard in the water -22. A dog is leaping off a dock towards a red ball in the water, with a wooded shoreline in the background -23. A man is navigating a small motorized inflatable boat on a lake or river, accompanied by a dog at the bow with trees and other boats in the background -24. A person wearing a helmet is riding a bicycle through a grassy field, accompanied by a black dog -25. A person stands by a small boat on a pebble beach, with a dog sniffing the ground nearby, against a backdrop of buildings and greenery -26. A person is skateboarding on the street, accompanied by a running dog -27. A dog is herding a group of sheep in a grassy field near a fenced area -28. A cow and two dogs are walking along a sandy beach near the ocean shoreline -29. A herding dog is guiding a group of cows near a white fence on a grassy field -30. A dog is lying on grass, holding a large, striped frisbee in its mouth -31. A group of people and dogs are enjoying time at a sandy lakeside, with some dogs in the water and others on the shore -32. A black French Bulldog and a large black Poodle are standing together on grass, both on leashes, with the Poodle looking to the side -33. A group of people is gathered in a park, some with coffee cups, while a leashed dog stands among them -34. A person with a dog stands on a beach with kite surfers in the ocean -35. A brown and white dog walks near a puddle while a white horse grazes in the background on a grassy area -36. Two golden retrievers are lying on the grass, playing with a frisbee together -37. A group of people is horseback riding through a forested trail, accompanied by a dog -38. A black and white dog is energetically leaping in the air to catch an orange frisbee on a grassy field -39. A dog wearing a green and black backpack is standing on a rock in a stream, attached to a red leash -40. A dog wearing sunglasses and a bandana is seated on a stationary motorcycle, with a person standing nearby on a brick pavement -41. A fluffy brown dog with a red backpack stands on a forest path, with trees and people in the background -42. Two women are walking on a sidewalk; one is holding a dog and they are in a green, outdoor setting -43. A dog is in motion, enthusiastically chasing a yellow ball in a grassy yard -44. A group of horses is running toward a black dog in a rural setting, with colorful buildings in the background -45. A dog with a black and brown coat sits on a wooden bench in an outdoor setting, with people and bicycles in the background -46. They are both smiling and wearing sunglasses, with the man in a hat and the woman holding the dog's leash -47. A person is sitting on a rock near a stream, accompanied by a brown dog, surrounded by lush greenery -48. Two people are standing together on a concrete surface, with skateboards nearby and a dog in the foreground -49. A black and white image shows a dog walking down wide stone steps, followed by a child near a riverside with boats lined up at the water's edge -50. A man in a floral shirt is paddleboarding on the ocean alongside a dog wearing an orange vest diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_hypothesis_dict.pkl b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_hypothesis_dict.pkl deleted file mode 100644 index f75a4551db2bf8f0662d53b3e03826ffe48244b2..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_hypothesis_dict.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a5536b9d154053c0e96f4e5393450dac3359cd2e033000d1f6718b0283007c7b -size 712 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_prompt_dict.pkl b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_prompt_dict.pkl deleted file mode 100644 index 865452ee8a567c96dcba4ab0223d98ac83c79d99..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/dog_prompt_dict.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:977739e18bfb8b026b1609f23c223f656e0be8028713feee805a292f0671b08e -size 1611 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/ladder_validate_slices_w_LLM-cat.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/ladder_validate_slices_w_LLM-cat.txt deleted file mode 100644 index b80074836865c30f8be57ea371a672ff381bd55c..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/ladder_validate_slices_w_LLM-cat.txt +++ /dev/null @@ -1,55 +0,0 @@ -Hypothesis Dictionary: -{'H1': 'The classifier is making mistake as it is biased toward desk', 'H2': 'The classifier is making mistake as it is biased toward laptop', 'H3': 'The classifier is making mistake as it is biased toward monitor', 'H4': 'The classifier is making mistake as it is biased toward keyboard', 'H5': 'The classifier is making mistake as it is biased toward bookshelf', 'H6': 'The classifier is making mistake as it is biased toward cushion', 'H7': 'The classifier is making mistake as it is biased toward bed', 'H8': 'The classifier is making mistake as it is biased toward suitcase', 'H9': 'The classifier is making mistake as it is biased toward plant', 'H10': 'The classifier is making mistake as it is biased toward mouse'} - -Prompt Dictionary: -{'H1_desk': ['A cat is sitting on a desk', 'A dog is sitting on a desk', 'A desk with a cat and a computer', 'A desk with a dog and a computer', 'A cluttered desk with a cat'], 'H2_laptop': ['A cat is lying next to a laptop', 'A dog is lying next to a laptop', 'A laptop with a cat beside it', 'A laptop with a dog beside it', 'A cat sitting on a laptop'], 'H3_monitor': ['A cat is in front of a computer monitor', 'A dog is in front of a computer monitor', 'A computer monitor with a cat nearby', 'A computer monitor with a dog nearby', 'A cat looking at a computer monitor'], 'H4_keyboard': ['A cat is lying on a keyboard', 'A dog is lying on a keyboard', 'A keyboard with a cat on it', 'A keyboard with a dog on it', 'A cat playing with a keyboard'], 'H5_bookshelf': ['A cat is near a bookshelf', 'A dog is near a bookshelf', 'A bookshelf with a cat nearby', 'A bookshelf with a dog nearby', 'A cat sitting on a bookshelf'], 'H6_cushion': ['A cat is lying on a cushion', 'A dog is lying on a cushion', 'A cushion with a cat on it', 'A cushion with a dog on it', 'A cat sleeping on a cushion'], 'H7_bed': ['A cat is lying on a bed', 'A dog is lying on a bed', 'A bed with a cat on it', 'A bed with a dog on it', 'A cat sleeping on a bed'], 'H8_suitcase': ['A cat is sitting on a suitcase', 'A dog is sitting on a suitcase', 'A suitcase with a cat on it', 'A suitcase with a dog on it', 'A cat sleeping in a suitcase'], 'H9_plant': ['A cat is near a plant', 'A dog is near a plant', 'A plant with a cat nearby', 'A plant with a dog nearby', 'A cat sitting next to a plant'], 'H10_mouse': ['A cat is playing with a mouse', 'A dog is playing with a mouse', 'A computer mouse with a cat nearby', 'A computer mouse with a dog nearby', 'A cat sitting next to a computer mouse']} -============================================== -0 H1_desk -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.75 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9580645161290322 -============================================== -============================================== -1 H2_laptop -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7547169811320755 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9605263157894737 -============================================== -============================================== -2 H3_monitor -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7833333333333333 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9586206896551724 -============================================== -============================================== -3 H4_keyboard -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7222222222222222 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9735099337748344 -============================================== -============================================== -4 H5_bookshelf -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7572815533980582 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9576547231270358 -============================================== -============================================== -5 H6_cushion -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7627118644067796 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9657534246575342 -============================================== -============================================== -6 H7_bed -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.75 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9664429530201343 -============================================== -============================================== -7 H8_suitcase -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7777777777777778 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9647887323943662 -============================================== -============================================== -8 H9_plant -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7947019867549668 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.972972972972973 -============================================== -============================================== -9 H10_mouse -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7391304347826086 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9728813559322034 -============================================== diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/ladder_validate_slices_w_LLM-dog.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/ladder_validate_slices_w_LLM-dog.txt deleted file mode 100644 index a9ce2490e6a9cb63b3d23e74fe69b747b7d3c1da..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/ladder_validate_slices_w_LLM-dog.txt +++ /dev/null @@ -1,55 +0,0 @@ -Hypothesis Dictionary: -{'H1': 'The classifier is making mistake as it is biased toward frisbee', 'H2': 'The classifier is making mistake as it is biased toward grass', 'H3': 'The classifier is making mistake as it is biased toward beach', 'H4': 'The classifier is making mistake as it is biased toward water', 'H5': 'The classifier is making mistake as it is biased toward park', 'H6': 'The classifier is making mistake as it is biased toward ball', 'H7': 'The classifier is making mistake as it is biased toward leash', 'H8': 'The classifier is making mistake as it is biased toward person', 'H9': 'The classifier is making mistake as it is biased toward jumping', 'H10': 'The classifier is making mistake as it is biased toward running'} - -Prompt Dictionary: -{'H1_frisbee': ['A dog playing with a frisbee', 'A dog catching a frisbee in the air', 'A dog holding a frisbee in its mouth', 'A dog running with a frisbee', 'A dog standing next to a frisbee'], 'H2_grass': ['A dog standing on grass', 'A dog playing on a grassy field', 'A dog lying on grass', 'A dog running on grass', 'A dog sitting on grass'], 'H3_beach': ['A dog walking on a beach', 'A dog running on a sandy beach', 'A dog playing on the beach', 'A dog near the ocean on a beach', 'A dog on a beach with waves'], 'H4_water': ['A dog swimming in water', 'A dog playing in water', 'A dog near a body of water', 'A dog jumping into water', 'A dog standing in water'], 'H5_park': ['A dog in a park setting', 'A dog playing in a park', 'A dog walking in a park', 'A dog resting in a park', 'A dog running in a park'], 'H6_ball': ['A dog playing with a ball', 'A dog chasing a ball', 'A dog holding a ball in its mouth', 'A dog standing next to a ball', 'A dog catching a ball'], 'H7_leash': ['A dog on a leash', 'A person walking a dog on a leash', 'A dog being led by a leash', 'A dog standing with a leash', 'A dog sitting with a leash'], 'H8_person': ['A person playing with a dog', 'A person walking a dog', 'A person standing next to a dog', 'A person petting a dog', 'A person holding a dog'], 'H9_jumping': ['A dog jumping in the air', 'A dog leaping to catch something', 'A dog jumping over an obstacle', 'A dog in mid-air', 'A dog jumping with excitement'], 'H10_running': ['A dog running fast', 'A dog sprinting across a field', 'A dog running alongside a person', 'A dog running with other dogs', 'A dog running happily']} -============================================== -0 H1_frisbee -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.725 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9825581395348837 -============================================== -============================================== -1 H2_grass -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7664233576642335 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9785932721712538 -============================================== -============================================== -2 H3_beach -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7301587301587301 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.985207100591716 -============================================== -============================================== -3 H4_water -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7905405405405406 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9746835443037974 -============================================== -============================================== -4 H5_park -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7633587786259542 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.975975975975976 -============================================== -============================================== -5 H6_ball -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.781021897810219 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9724770642201835 -============================================== -============================================== -6 H7_leash -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.782608695652174 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9723926380368099 -============================================== -============================================== -7 H8_person -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.7686567164179104 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9757575757575757 -============================================== -============================================== -8 H9_jumping -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.8066666666666666 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9681528662420382 -============================================== -============================================== -9 H10_running -Accuracy on the error slice (where attribute absent, the hypothesis failed): 0.78125 -Accuracy on the bias aligned slice (where attribute present, the hypothesis passed): 0.9672619047619048 -============================================== diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/prompt.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/prompt.txt deleted file mode 100644 index 5d0d9223d7012c93a892a20a75f73d91bb582f21..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/prompt.txt +++ /dev/null @@ -1,96 +0,0 @@ - - Context: Cat vs Dog classification from images using a deep neural network - Analysis post training: On a validation set, - a. Get the difference between the image embeddings of correct and incorrectly classified samples. - b. Retrieve the top K sentences from the captions of the images that matches closely to the embedding difference in step a. - c. The sentence list is given below in the descending order of similarity with the embedding difference: - 1. A cat is sleeping on a desk next to a stack of CDs and a computer monitor, with blinds in the background -2. A fluffy cat is lying on a desk next to a laptop and trackball mouse, appearing curious or relaxed -3. A cat is sleeping on a desk next to a computer monitor displaying code, with a closed laptop and a white keyboard nearby -4. A cat is sitting intently in front of a computer monitor on a wooden table, with a plant in the background -5. The image shows a tabby and white cat lying on a cushioned surface, with a bookshelf in the background -6. A fluffy tabby cat is comfortably sitting on a desk beside a laptop, surrounded by papers -7. A tabby cat is lounging comfortably on top of a wooden shelf, appearing relaxed -8. A fluffy cat is lying comfortably on a striped bed, surrounded by dim indoor lighting -9. A gray and white cat is lying on a keyboard in front of a computer screen, appearing curious and relaxed -10. A grey and white cat with green eyes is resting on a soft, floral-patterned surface -11. A tabby cat is lying on a bed, playfully engaging with a colorful toy using its paws -12. A cat is sitting on a closed suitcase on a bed in a dimly lit room -13. A tabby cat is lying on a bed next to a window, looking toward the camera with sunlight streaming in -14. The image shows a cat lounging on a bed with a cylindrical pillow, surrounded by computer accessories and pens -15. A tabby cat with white paws and chest rests comfortably on a white chair -16. An orange kitten is sleeping next to a computer mouse on a colorful blue and yellow mouse pad -17. A black cat with bright green eyes is lying on a desk with a keyboard and monitor -18. A cat with a light, mixed coat color is lying on a patterned bedspread, appearing relaxed and comfortable -19. A ginger cat is curled up comfortably in a bathroom sink, surrounded by toiletries -20. A cat is intently staring at a laptop displaying an abstract green and black desktop background -21. A fluffy, light-colored cat is standing on a bed covered with a colorful blanket, near a stack of books or magazines -22. A fluffy cat is curled up inside a terracotta planter, resting beside a pair of boots in an outdoor setting -23. A brown cat is relaxing on an overturned drum next to a bookshelf filled with various books -24. A tabby cat is lying on its back on a floral-patterned couch, appearing relaxed and asleep -25. A cat is sitting beside an open laptop on a cluttered desk -26. A cat is sleeping on its back next to a blue laptop and a computer mouse -27. A cat is lying on a cushion behind a glass window, basking in sunlight with its head tilted back -28. A cat sits on furniture, watching a television news broadcast in a cozy room with bookshelves in the background -29. A cluttered workspace includes a desktop computer, various items like a keyboard and mouse, and a cat curled up on the desk -30. A tabby cat is lounging on a couch, resting its paw on a remote control -31. A gray cat is sitting on a black laptop, partially covering the keyboard with its body -32. A gray cat with closed eyes is sitting on a shelf next to some books -33. A tabby cat is lying on a carpet between two white sneakers, with its paws forward -34. A cat is eating food from a bowl placed on a blue mat, with canned food visible in the background -35. A cat is curiously exploring by placing its head inside a toilet bowl, with its hind legs and tail visible -36. A black and white cat is sitting on a laptop keyboard with the screen partially visible -37. A cat is curled up sleeping on a person's lap next to a laptop -38. A fluffy cat is comfortably lying inside an open suitcase -39. A cat is sitting on a blue and wooden structure, possibly a boat, with a teal wall in the background -40. A cat peeks through a curtain, looking out of a window with a snowy landscape outside -41. A collage of four images shows a cat sitting on a couch in a dimly lit room -42. A cat is lounging on the back of a wooden chair in a room with a Christmas tree and various furniture pieces -43. A cat crouches against a wall, holding a prey in its mouth -44. A person is sitting on a couch holding a relaxed cat, both appear calm and comfortable -45. A cat is standing on the edge of a toilet seat in a bathroom with tiled flooring -46. A cat is sitting on a laptop keyboard in a dimly lit room, with fruit on the table and artwork on the wall -47. A fluffy black cat is lounging on a pillow next to a table with a TV remote on it -48. A cat is comfortably napping on a person, next to a laptop on a small stand in a room with vertical blinds -49. A gray cat is sleeping on a teal suitcase in a room, surrounded by bags and boxes -50. A cat is comfortably sleeping on someone's lap in a cozy setting with a table nearby holding various items, including a laptop and drinks - - - These sentences represent the features present in the correctly classified samples but missing in the misclassified samples. - Task: - The task is to reason why the model is making mistakes on the misclassified samples based on the sentences for the class label 'cat'. To do so, consider the attributes present in the above captions regarding to the specific bird species. Attributes are all the concepts other than the class label (i.e, cat). So come up with the list of hypotheses based based on these attributes to reason why a model makes systematic mistakes. For the hypotheses, you should be the following python dictionary template, no extra sentence: - - hypothesis_dict = { - "H1": "The classifier is making mistake as it is biased toward ", - "H2": "The classifier is making mistake as it is biased toward ", - "H3": "The classifier is making mistake as it is biased toward ", - ... - } - - You must follow the following rules to construct the hypotheses: - 1. You must pick specific attributes, e.g, blue, not generic attributes like color. - 2. Your hypotheses must be based on the attributes present in the captions, nothing else. - 3. You must pay close attention to the attributes that are consistently present in the sentences. These attributes are likely to be the cause of the systematic mistakes on the misclassified samples. - 4. You must construct as many hypotheses possible. - - Next you have to test the hypothesis. To effectively test Hypothesis 1 (H1) using the CLIP language encoder, you need to create prompts that explicitly validate H1. These prompts will help to generate text embeddings that capture the essence of the hypothesis, which can be used to compute similarity with the image embeddings from the dataset. The goal is to see if the images for which the model makes mistakes are those that aligns with H1 or violates H1. The prompts are python list. Remember, your focus is only the specific bird. - - Do this for all the hypothesis. Your final response should follow the following list of dictionaries, nothing else: - - - prompt_dict = { - "H1_": [List of prompts], - "H2_": [List of prompts] - ... - } - - - - Each attribute hypothesis should contain 5 prompts. - - So final response should follow the below format strictly (nothing else, no extra sentence): - ```python - hypothesis_dict - prompt_dict - ``` - \ No newline at end of file diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/sent_emb_captions_gpt-4o.npy b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/sent_emb_captions_gpt-4o.npy deleted file mode 100644 index 888b923a96befa0a0522be154d0f7e054dea480c..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/sent_emb_captions_gpt-4o.npy +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fc2013c7df730b96ab6bba67986ae38fc981d1bdd151eb58d3427d28c9de7ab5 -size 477312 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/sentences_captions_gpt-4o.pkl b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/sentences_captions_gpt-4o.pkl deleted file mode 100644 index 3947b4527d93721026460c352c3d1c2581dfb677..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/sentences_captions_gpt-4o.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:dd0a820cc5e8340a911e432544c81d1939c03cb2f6c5bad6b056351b432505e3 -size 42464 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/test_additional_info.csv b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/clip_img_encoder_ViT-B/32/test_additional_info.csv deleted file mode 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-0.0,0.0,1.0,322,"y=0,a=1",0,0.10519049,0,0.1270915,0,0.12846343,0,0.12506104,0,0.13021936,0,0.12551259,0,0.14159423,0,0.15215924,0,0.14914566,0,0.14743136,0 -0.0,0.0,1.0,323,"y=0,a=1",0,0.24742116,1,0.2272611,1,0.19854335,1,0.23527761,1,0.23204902,1,0.25466424,1,0.24805693,1,0.25013065,1,0.25403062,1,0.24010117,1 -0.0,0.0,1.0,324,"y=0,a=1",0,0.21501602,1,0.1991332,1,0.17137842,0,0.19789848,1,0.20582052,1,0.22454068,1,0.21601996,0,0.22070923,0,0.22228892,1,0.21238129,1 -0.0,0.0,1.0,325,"y=0,a=1",0,0.22143015,1,0.20793274,1,0.18585904,1,0.22231802,1,0.2480672,1,0.2478809,1,0.25852504,1,0.2643324,1,0.26137117,1,0.23598339,1 -0.0,0.0,1.0,326,"y=0,a=1",0,0.20164955,1,0.20447442,1,0.17261286,0,0.19950998,1,0.20366864,1,0.22225258,1,0.21544893,0,0.22087626,0,0.22775438,1,0.21432571,1 -0.0,0.0,1.0,327,"y=0,a=1",0,0.17755665,0,0.18480621,0,0.17681406,1,0.19309722,0,0.18710215,0,0.20449847,0,0.20860237,0,0.21994588,0,0.20657094,0,0.19524235,0 -0.0,0.0,1.0,328,"y=0,a=1",0,0.16971262,0,0.16090491,0,0.14127831,0,0.1608388,0,0.17465343,0,0.18907759,0,0.19915974,0,0.21437095,0,0.17700368,0,0.17483497,0 -0.0,0.0,1.0,329,"y=0,a=1",0,0.271898,1,0.24239706,1,0.24552996,1,0.2434045,1,0.2691062,1,0.27311882,1,0.33109862,1,0.3312306,1,0.26391977,1,0.27052063,1 -0.0,0.0,1.0,330,"y=0,a=1",0,0.2145814,1,0.20942722,1,0.18417647,1,0.1966857,1,0.23130886,1,0.22029549,1,0.2687577,1,0.27691007,1,0.23137192,1,0.23811151,1 -0.0,0.0,1.0,331,"y=0,a=1",0,0.19843672,1,0.1941073,1,0.18539304,1,0.19571407,1,0.19408505,0,0.20881389,0,0.20736717,0,0.20486319,0,0.21785498,0,0.20563155,0 -0.0,0.0,1.0,332,"y=0,a=1",0,0.18894643,0,0.1922554,1,0.18210673,1,0.18949808,0,0.21060154,1,0.19625023,0,0.23230442,1,0.22784293,1,0.20695692,0,0.2059202,0 -0.0,0.0,1.0,333,"y=0,a=1",0,0.2213955,1,0.20117031,1,0.1865102,1,0.21220957,1,0.21683514,1,0.2364006,1,0.24916264,1,0.23646666,1,0.23053846,1,0.22242638,1 -0.0,0.0,1.0,334,"y=0,a=1",0,0.22847202,1,0.20102899,1,0.20641702,1,0.21737643,1,0.20493712,1,0.22901507,1,0.22280532,1,0.2204652,0,0.22362801,1,0.21380237,1 -0.0,0.0,1.0,335,"y=0,a=1",0,0.16441986,0,0.15896307,0,0.1321816,0,0.15527412,0,0.16879402,0,0.18480885,0,0.20366602,0,0.21650864,0,0.17833272,0,0.17569773,0 -0.0,0.0,1.0,336,"y=0,a=1",0,0.20489675,1,0.20278408,1,0.18005273,1,0.2087082,1,0.21362735,1,0.2303075,1,0.24575412,1,0.23863684,1,0.24609475,1,0.22624514,1 -0.0,0.0,1.0,337,"y=0,a=1",0,0.24326889,1,0.21643788,1,0.18943612,1,0.20244277,1,0.2089567,1,0.22333142,1,0.2117493,0,0.21209218,0,0.23942195,1,0.22973026,1 -0.0,0.0,1.0,338,"y=0,a=1",0,0.17391317,0,0.15815875,0,0.1105669,0,0.119904995,0,0.1514945,0,0.16943128,0,0.16035938,0,0.17988071,0,0.1828063,0,0.17824803,0 -0.0,0.0,1.0,339,"y=0,a=1",0,0.17601813,0,0.16153307,0,0.1388076,0,0.1751116,0,0.17056365,0,0.2054114,0,0.206908,0,0.2205061,0,0.21554737,0,0.19605742,0 -0.0,0.0,1.0,340,"y=0,a=1",0,0.21627554,1,0.21085185,1,0.19511853,1,0.22568104,1,0.22726578,1,0.23525079,1,0.25497398,1,0.25212374,1,0.26022917,1,0.2534678,1 -0.0,0.0,1.0,341,"y=0,a=1",0,0.21174192,1,0.18241715,0,0.17793235,1,0.22430702,1,0.18877845,0,0.2234418,1,0.22275092,1,0.2311245,1,0.22300237,1,0.20418893,0 -0.0,0.0,1.0,342,"y=0,a=1",0,0.23266742,1,0.23948349,1,0.2187053,1,0.2376914,1,0.24095047,1,0.25995994,1,0.2602179,1,0.25877634,1,0.2546354,1,0.24898408,1 -0.0,0.0,1.0,343,"y=0,a=1",0,0.21660379,1,0.2237122,1,0.18171325,1,0.21198367,1,0.22538786,1,0.24069092,1,0.24861251,1,0.2516553,1,0.25858516,1,0.24748905,1 -0.0,0.0,1.0,344,"y=0,a=1",0,0.14393432,0,0.13918811,0,0.13370924,0,0.159444,0,0.16206053,0,0.17499113,0,0.18572144,0,0.19711898,0,0.19072397,0,0.1685637,0 -0.0,1.0,1.0,345,"y=0,a=1",1,0.18739362,0,0.18093583,0,0.1725677,0,0.17728885,0,0.18858293,0,0.22536483,1,0.19325086,0,0.20089982,0,0.20627509,0,0.19063568,0 -0.0,0.0,1.0,346,"y=0,a=1",0,0.2540075,1,0.23666354,1,0.23247011,1,0.24491917,1,0.25958875,1,0.25743863,1,0.29488266,1,0.29036,1,0.26886883,1,0.27230254,1 -0.0,0.0,1.0,347,"y=0,a=1",0,0.22879533,1,0.21065862,1,0.19552872,1,0.21990448,1,0.23415542,1,0.23917405,1,0.25263095,1,0.25331798,1,0.24535254,1,0.22904144,1 -0.0,1.0,1.0,348,"y=0,a=1",1,0.22623606,1,0.2165104,1,0.18967223,1,0.20150398,1,0.22110872,1,0.23969856,1,0.24782234,1,0.24761929,1,0.24282156,1,0.22634216,1 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/done b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/done deleted file mode 100644 index 348ebd9491ed019f54af8f313ce8a4d782e0e609..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/done +++ /dev/null @@ -1 +0,0 @@ -done \ No newline at end of file diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/err.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/err.txt deleted file mode 100644 index 25a3abe2063366966179e50e4eafca498d8f04e2..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/err.txt +++ /dev/null @@ -1,390 +0,0 @@ -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights. - warnings.warn(msg) -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights. - warnings.warn(msg) -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/events.out.tfevents.1712698653.dv004.ib.bridges2.psc.edu b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/events.out.tfevents.1712698653.dv004.ib.bridges2.psc.edu deleted file mode 100644 index 897d6dff4b4b3c5787af11c9fb6df5809d8ae8e6..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/events.out.tfevents.1712698653.dv004.ib.bridges2.psc.edu +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9b00c159914bc1b2709f54792436b2052eb35f34890009813baf626b5f5fc592 -size 3562 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/events.out.tfevents.1712700841.dv004.ib.bridges2.psc.edu b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/events.out.tfevents.1712700841.dv004.ib.bridges2.psc.edu deleted file mode 100644 index 7b8d54b05db96902840bbb6698228938cf9b1089..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/events.out.tfevents.1712700841.dv004.ib.bridges2.psc.edu +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d449d0f71a9fb2c932c72b84b224e8cf55e984d9a0f62827201b2ba6ed24adad -size 5332 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/final_results.pkl b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/final_results.pkl deleted file mode 100644 index f797a3229b21a6d74464bc8d82ea5d46e669b869..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/final_results.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:da584f98944b8fe1920182e2b86b175da5996942dbdb8b22a9b34bf1fe5c6153 -size 5261 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/model.pkl b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/model.pkl deleted file mode 100644 index 214b47fe69b72c222d24183d5d3db586e66a3745..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/model.pkl +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b49e9cfbc2ad87b54e772b375313d4ddd9de4e53c139c72f21dfc82c90d318ef -size 94409258 diff --git a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/out.txt b/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/out.txt deleted file mode 100644 index 0aba4d3f7f7442c3c8004ecd3cc43336852b38ed..0000000000000000000000000000000000000000 --- a/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0/out.txt +++ /dev/null @@ -1,555 +0,0 @@ -Environment: - Python: 3.8.18 - PyTorch: 2.2.2+cu121 - Torchvision: 0.14.1 - CUDA: 12.1 - CUDNN: 8902 - NumPy: 1.24.3 - PIL: 10.0.1 -Args: - algorithm: ERM - checkpoint_freq: None - cmnist_attr_prob: 0.5 - cmnist_flip_prob: 0.25 - cmnist_label_prob: 0.5 - cmnist_spur_prob: 0.2 - data_dir: /ocean/projects/asc170022p/shg121/PhD/Multimodal-mistakes-debug/data - dataset: MetaShift - es_metric: min_group:accuracy - es_patience: 5 - es_strategy: metric - hparams: None - hparams_seed: 0 - image_arch: resnet_sup_in1k - output_dir: /ocean/projects/asc170022p/shg121/PhD/Multimodal-mistakes-debug/out/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0 - output_folder_name: resnet_sup_in1k_attrNo - pretrained: - resume: - seed: 0 - skip_model_save: False - stage1_algo: ERM - stage1_folder: vanilla - steps: None - store_name: MetaShift_ERM_hparams0_seed0 - tb_log_all: False - text_arch: bert-base-uncased - train_attr: no - use_es: False -HParams: - batch_size: 108 - group_balanced: False - image_arch: resnet_sup_in1k - last_layer_dropout: 0.0 - lr: 0.001 - nonlinear_classifier: False - optimizer: sgd - pretrained: True - resnet18: False - text_arch: bert-base-uncased - weight_decay: 0.0001 -Dataset: - [train] 2276 (without attributes) - [val] 349 - [test] 874 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( - - -=======>>>> hparams <<<=========== - -{'resnet18': False, 'nonlinear_classifier': False, 'group_balanced': False, 'pretrained': True, 'lr': 0.001, 'weight_decay': 0.0001, 'optimizer': 'sgd', 'last_layer_dropout': 0.0, 'batch_size': 108, 'image_arch': 'resnet_sup_in1k', 'text_arch': 'bert-base-uncased', 'steps': 5001} -================================== - - -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights. - warnings.warn(msg) -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( - - -step epoch loss te_avg_acc te_worst_acc va_avg_acc va_worst_acc -0 0.0000 0.7292 0.4691 0.2145 0.5387 0.2632 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -300 14.2355 0.0710 0.9142 0.7692 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -600 28.4710 0.0003 0.9153 0.7846 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -900 42.7065 0.0001 0.9142 0.8000 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -1200 56.9420 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -1500 71.1775 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -1800 85.4130 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -2100 99.6485 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -2400 113.8840 0.0000 0.9130 0.8000 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -2700 128.1195 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -3000 142.3550 0.0000 0.9130 0.8000 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -3300 156.5905 0.0000 0.9130 0.8000 0.9198 0.6970 -Environment: - Python: 3.8.18 - PyTorch: 2.2.2+cu121 - Torchvision: 0.14.1 - CUDA: 12.1 - CUDNN: 8902 - NumPy: 1.24.3 - PIL: 10.0.1 -Args: - algorithm: ERM - checkpoint_freq: None - cmnist_attr_prob: 0.5 - cmnist_flip_prob: 0.25 - cmnist_label_prob: 0.5 - cmnist_spur_prob: 0.2 - data_dir: /ocean/projects/asc170022p/shg121/PhD/Multimodal-mistakes-debug/data - dataset: MetaShift - es_metric: min_group:accuracy - es_patience: 5 - es_strategy: metric - hparams: None - hparams_seed: 0 - image_arch: resnet_sup_in1k - output_dir: /ocean/projects/asc170022p/shg121/PhD/Multimodal-mistakes-debug/out/MetaShift/resnet_sup_in1k_attrNo/MetaShift_ERM_hparams0_seed0 - output_folder_name: resnet_sup_in1k_attrNo - pretrained: - resume: - seed: 0 - skip_model_save: False - stage1_algo: ERM - stage1_folder: vanilla - steps: None - store_name: MetaShift_ERM_hparams0_seed0 - tb_log_all: False - text_arch: bert-base-uncased - train_attr: no - use_es: False -HParams: - batch_size: 108 - group_balanced: False - image_arch: resnet_sup_in1k - last_layer_dropout: 0.0 - lr: 0.001 - nonlinear_classifier: False - optimizer: sgd - pretrained: True - resnet18: False - text_arch: bert-base-uncased - weight_decay: 0.0001 -Dataset: - [train] 2276 (without attributes) - [val] 349 - [test] 874 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( - - -=======>>>> hparams <<<=========== - -{'resnet18': False, 'nonlinear_classifier': False, 'group_balanced': False, 'pretrained': True, 'lr': 0.001, 'weight_decay': 0.0001, 'optimizer': 'sgd', 'last_layer_dropout': 0.0, 'batch_size': 108, 'image_arch': 'resnet_sup_in1k', 'text_arch': 'bert-base-uncased', 'steps': 5001} -================================== - - -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and may be removed in the future, please use 'weights' instead. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and may be removed in the future. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights. - warnings.warn(msg) -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( - - -step epoch loss te_avg_acc te_worst_acc va_avg_acc va_worst_acc -0 0.0000 0.7292 0.4691 0.2145 0.5387 0.2632 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -300 14.2355 0.0710 0.9142 0.7692 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -600 28.4710 0.0003 0.9153 0.7846 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -900 42.7065 0.0001 0.9142 0.8000 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -1200 56.9420 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -1500 71.1775 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -1800 85.4130 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -2100 99.6485 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -2400 113.8840 0.0000 0.9130 0.8000 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -2700 128.1195 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -3000 142.3550 0.0000 0.9130 0.8000 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -3300 156.5905 0.0000 0.9130 0.8000 0.9198 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -3600 170.8260 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -3900 185.0615 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -4200 199.2970 0.0000 0.9130 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -4500 213.5325 0.0000 0.9119 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -4800 227.7680 0.0000 0.9119 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -5000 237.2583 0.0000 0.9119 0.8000 0.9226 0.6970 -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/torch/utils/data/dataloader.py:558: UserWarning: This DataLoader will create 8 worker processes in total. Our suggested max number of worker in current system is 4, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary. - warnings.warn(_create_warning_msg( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( -/ocean/projects/asc170022p/shg121/anaconda3/envs/breast_clip_rtx_6000/lib/python3.8/site-packages/sklearn/metrics/_classification.py:2851: FutureWarning: Setting the eps parameter is deprecated and will be removed in 1.5. Instead eps will always havea default value of `np.finfo(y_pred.dtype).eps`. - warnings.warn( - -Test accuracy (best validation checkpoint): - mean: [0.912] - worst: [0.800] -Group-wise accuracy: - [va] group-wise [0.976, 0.893, 0.697, 0.947] - [te] group-wise [0.982, 0.822, 0.800, 0.928]