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Hi, In min-dalle, inappropriate dependency versioning constraints can cause risks.
Below are the dependencies and version constraints that the project is using
min-dalle
numpy==1.23.0
pillow==9.2.0
requests==2.28.1
The version constraint == will introduce the risk of dependency conflicts because the scope of dependencies is too strict.
The version constraint No Upper Bound and * will introduce the risk of the missing API Error because the latest version of the dependencies may remove some APIs.
After further analysis, in this project,
The version constraint of dependency pillow can be changed to ==9.2.0.
The version constraint of dependency pillow can be changed to >=2.0.0,<=9.1.1.
The version constraint of dependency requests can be changed to >=0.2.1,<=0.2.3.
The version constraint of dependency requests can be changed to >=0.7.0,<=2.24.0.
The version constraint of dependency requests can be changed to ==2.26.0.
The above modification suggestions can reduce the dependency conflicts as much as possible,
and introduce the latest version as much as possible without calling Error in the projects.
The invocation of the current project includes all the following methods.
The calling methods from the pillow
PIL.Image.new PIL.Image.fromarray PIL.ImageTk.PhotoImage
The calling methods from the requests
requests.get
The calling methods from the all methods
math.sqrt torch.einsum self.device.self.layer_count.self.glu_embed_count.self.embed_count.self.attention_head_count.self.image_vocab_count.DalleBartDecoder.to ord f.read self.lm_head.sort j.self.block.forward argparse.ArgumentParser.parse_args self.v.forward size.int.size.image.resize.convert len tkinter.StringVar.get models.VQGanDetokenizer self.k.forward ResnetBlock self.conv.forward.to model.generate_image.resize self.layernorm_embedding.forward self.conv2 size.int.size.image.resize.convert.getdata tkinter.BooleanVar.get os.cpu_count os.path.join.endswith self.out_proj.forward.reshape self.q.forward self.download_tokenizer self.download_encoder self.get_byte_pair_encoding set_mega_false_and_destroy.frm.ttk.Button.grid list.index image.reshape.reshape self.norm_out.forward torch.nn.Linear self.encoder.load_state_dict tkinter.BooleanVar Decoder Upsample PIL.ImageTk.PhotoImage torch.nn.GELU super set_mega_true_and_destroy.frm.ttk.Button.grid super.forward self.q_proj.forward.reshape padding_image.frm.ttk.Label.grid save_image regen_root models.VQGanDetokenizer.eval self.encoder_attn_layer_norm.forward z.flatten.transpose.flatten.permute z.flatten.transpose.flatten.clip self.embedding.forward sv_topk.props.ttk.Entry.grid model.generate_image.save torch.stack zip DecoderSelfAttention f.read.split j.self.attn.forward tkinter.ttk.Frame.grid os.makedirs self.pre_self_attn_layer_norm.forward self.generate_image_stream self.glu.forward i.self.up.forward self.init_decoder settings.to os.path.join image.reshape.transpose self.lm_head print self.lm_head.exp_ torch.load token_index.unsqueeze.repeat self.mid.forward self.generate_raw_image_stream w.permute.permute tkinter.ttk.Checkbutton text_tokenizer.TextTokenizer torch.tensor.not_equal torch.arange v.reshape.reshape i.self.layers.forward self.embed_positions.forward torch.manual_seed tkinter.Tk.mainloop self.encoder.forward text.lower.encode.decode.lower self.v_proj.forward self.image_grid_from_tokens torch.cuda.empty_cache self.k_proj.forward torch.nn.ModuleList torch.bmm self.conv_out.forward self.token_from_subword.get self.init_tokenizer sys.exit self.ln0.forward PIL.Image.fromarray torch.cuda.is_available next format self.dtype.self.device.self.layer_count.self.glu_embed_count.self.embed_count.self.attention_head_count.self.image_vocab_count.DalleBartDecoder.to.eval self.download_detokenizer self.conv1.forward range tkinter.ttk.Frame tkinter.Tk.destroy z.flatten.unsqueeze join sv_prompt.props.ttk.Entry.grid self.block_1.forward generate_image torch.softmax tkinter.Tk self.detokenizer.forward self.generate_images_stream torch.zeros z.flatten.transpose json.load super.__init__ values.keys.torch.cat.to image.reshape.to prev_tokens.repeat.repeat self.gelu.forward argparse.ArgumentParser setuptools.setup text.strip.split self.detokenizer.load_state_dict argparse.ArgumentParser.add_argument self.out_proj.forward layer.forward self.decoder.to self.model.generate_image_stream self.tokenizer.tokenize str numpy.ones final_image.save torch.uint8.image.to.to.numpy self.final_ln self.conv.forward os.path.isdir models.DalleBartEncoder self.norm torch.nn.UpsamplingNearest2d torch.nn.LayerNorm z.flatten.transpose.flatten tkinter.ttk.Label.grid tkinter.ttk.Entry emoji.demojize self.norm2.forward self.block_2.forward float open torch.cuda.amp.autocast DecoderCrossAttention torch.nn.GroupNorm root.destroy.props.ttk.Button.grid f.write self.fc0.forward image.reshape.view self.conv_in.forward self.detokenizer.to q.permute.reshape props.ttk.Label.grid torch.full self.proj_out.forward filename_from_text UpsampleBlock text.lower.encode tkinter.ttk.Label EncoderSelfAttention ascii_from_image self.q_proj.forward min dalle_bart_encoder.GLU min_dalle.MinDalle.generate_image_stream PIL.Image.new self.embed_tokens.forward q.permute.permute image.save DecoderLayer torch.cat min_dalle.MinDalle.generate_image text_tokens.not_equal.to self.post_quant_conv.forward text.lower.encode.decode self.forward self.k_proj.forward.reshape tkinter.ttk.Button self.upsample.forward.reshape tkinter.ttk.Label.configure bool text.lower.encode.decode.split save.props.ttk.Button.grid tkinter.StringVar torch.nn.Embedding min_dalle.MinDalle join.strip torch.set_grad_enabled tkinter.StringVar.set torch.nn.Conv2d self.decoder.forward tkinter.ttk.Label.update tkinter.Tk.wm_resizable argparse.ArgumentParser.set_defaults padding_image.props.ttk.Label.grid sv_temperature.props.ttk.Entry.grid is_kept.to self.device.self.layer_count.self.text_vocab_count.self.text_token_count.self.glu_embed_count.self.embed_count.self.attention_head_count.DalleBartEncoder.to self.download_decoder join.lower self.pre_encoder_attn_layer_norm.forward os.path.exists self.fc1.forward self.norm1.forward torch.sigmoid requests.get z.flatten.transpose.flatten.flatten text_tokens.not_equal self.init_detokenizer self.decoder.load_state_dict token_index.unsqueeze.repeat.unsqueeze self.self_attn_layer_norm.forward self.final_ln.forward EncoderLayer self.fc2.forward k.reshape.reshape MiddleLayer self.encoder.to pair.split self.nin_shortcut.forward sv_supercond.props.ttk.Entry.grid dict torch.set_num_threads torch.uint8.image.to.to self.v_proj.forward.reshape self.encoder_attn.forward cog.Path list chr self.ln1.forward self.dtype.self.device.self.layer_count.self.text_vocab_count.self.text_token_count.self.glu_embed_count.self.embed_count.self.attention_head_count.DalleBartEncoder.to.eval tempfile.mkdtemp self.rank_from_pair.get self.attn_1.forward models.DalleBartDecoder generate.props.ttk.Button.grid int bv_seamless.props.ttk.Checkbutton.grid GLU AttentionBlock reversed self.decoder.sample_tokens cog.Input self.self_attn.forward torch.multinomial tuple self.upsample.forward z.flatten.transpose.flatten.view z.permute.contiguous torch.tensor self.init_encoder
@developer
Could please help me check this issue?
May I pull a request to fix it?
Thank you very much.
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