update performance graph
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README.md
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README.md
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@ -13,7 +13,7 @@ To generate a 4x4 grid of DALL·E Mega images it takes:
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- 48 sec with a P100 in Colab
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- 48 sec with a P100 in Colab
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- 13 sec with an A100 on Replicate
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- 13 sec with an A100 on Replicate
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Here's a more detailed breakdown of total inference time vs number of generated images on an A100:
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Here's a more detailed breakdown of performance on an A100:
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<br />
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<br />
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<img src="https://github.com/kuprel/min-dalle/raw/main/performance.png" alt="min-dalle" width="450"/>
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<img src="https://github.com/kuprel/min-dalle/raw/main/performance.png" alt="min-dalle" width="450"/>
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<br />
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<br />
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min_dalle.ipynb
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min_dalle.ipynb
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@ -194,7 +194,7 @@
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"text = \"Dali painting of WALL·E\" #@param {type:\"string\"}\n",
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"text = \"Dali painting of WALL·E\" #@param {type:\"string\"}\n",
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"intermediate_outputs = True #@param {type:\"boolean\"}\n",
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"intermediate_outputs = True #@param {type:\"boolean\"}\n",
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"grid_size = 5 #@param {type:\"integer\"}\n",
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"grid_size = 5 #@param {type:\"integer\"}\n",
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"temperature = 1 #@param {type:\"slider\", min:0.01, max:3, step:0.01}\n",
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"temperature = 2 #@param {type:\"slider\", min:0.01, max:3, step:0.01}\n",
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"supercondition_factor = 16 #@param {type:\"number\"}\n",
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"supercondition_factor = 16 #@param {type:\"number\"}\n",
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"top_k = 256 #@param {type:\"integer\"}\n",
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"top_k = 256 #@param {type:\"integer\"}\n",
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"log2_mid_count = 3 if intermediate_outputs else 0\n",
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"log2_mid_count = 3 if intermediate_outputs else 0\n",
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performance.png
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performance.png
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Before Width: | Height: | Size: 96 KiB After Width: | Height: | Size: 16 KiB |
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@ -30,11 +30,11 @@ class ReplicatePredictor(BasePredictor):
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temperature: float = Input(
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temperature: float = Input(
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description='A higher temperature results in more variety.',
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description='A higher temperature results in more variety.',
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ge=0.01,
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ge=0.01,
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le=3,
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le=10,
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default=1
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default=2
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),
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),
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) -> Iterator[Path]:
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) -> Iterator[Path]:
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try:
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try:
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image_stream = self.model.generate_image_stream(
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image_stream = self.model.generate_image_stream(
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text = text,
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text = text,
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seed = -1,
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seed = -1,
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