def ukp():
model_1_path = "gs://clovertpu/training/model/ukp_runs/ukp_8_bert_/model.ckpt-1939"
model_2_path = 'gs://clover_eu4/model/alt_emb_O_ukp/model.ckpt-20000'
save_dir = os.path.join(output_path, "ukp_from_alt_emb_O")
exist_or_mkdir(save_dir)
save_path = os.path.join(save_dir, "model.ckpt-0")
download_and_combine(model_1_path, model_2_path, save_path)
upload_gs_dir = "gs://clovertpu/training/model/ukp_from_alt_emb_O"
upload_to_gs(save_path, upload_gs_dir)
def ehealth_K():
model_1_path = "gs://clovertpu/training/model/ehealth_bert_freeze/model.ckpt-10000"
model_2_path = 'gs://clover_eu4/model/alt_emb_K/model.ckpt-20000'
save_dir = os.path.join(output_path, "ehealth_K")
exist_or_mkdir(save_dir)
save_path = os.path.join(save_dir, "model.ckpt-0")
download_and_combine(model_1_path, model_2_path, save_path)
upload_gs_dir = "gs://clover_eu4/model/ehealth_combined_K"
upload_to_gs(save_path, upload_gs_dir)
def do_nli():
model_1_path = "gs://clovertpu/training/model/nli_bert_freeze_D/model.ckpt-73615"
model_2_path = 'gs://clover_eu4/model/alt_emb_L/model.ckpt-20000'
save_dir = os.path.join(output_path, "nli_from_alt_emb_L")
exist_or_mkdir(save_dir)
save_path = os.path.join(save_dir, "model.ckpt-0")
download_and_combine(model_1_path, model_2_path, save_path)
upload_gs_dir = "gs://clover_eu4/model/nli_from_alt_emb_L"
upload_to_gs(save_path, upload_gs_dir)