logs/deit-tiny_4xb256_in1k.log

2023-11-29 15:09:12.573468351 [W:onnxruntime:, unsqueeze_elimination.cc:20 Apply] UnsqueezeElimination cannot remove node /backbone/layers.11/attn/Unsqueeze_3
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[W] 'colored' module is not installed, will not use colors when logging. To enable colors, please install the 'colored' module: python3 -m pip install colored
[I] RUNNING | Command: /usr/local/bin/polygraphy surgeon sanitize original/deit-tiny_4xb256_in1k.onnx --fold-constant -o optimized/deit-tiny_4xb256_in1k-pss.onnx
[I] Loading model: /sky/ModelReady/onnx/original/deit-tiny_4xb256_in1k.onnx
[I] Original Model:
    Name: main_graph | ONNX Opset: 14
    
    ---- 1 Graph Input(s) ----
    {input [dtype=float32, shape=('batch_size', 3, 224, 224)]}
    
    ---- 1 Graph Output(s) ----
    {output [dtype=float32, shape=('batch_size', 1000)]}
    
    ---- 152 Initializer(s) ----
    
    ---- 1041 Node(s) ----
    
[I] Folding Constants | Pass 1
[I]     Total Nodes | Original:  1041, After Folding:   651 |   390 Nodes Folded
[I] Folding Constants | Pass 2
[I]     Total Nodes | Original:   651, After Folding:   651 |     0 Nodes Folded
[I] Saving ONNX model to: optimized/deit-tiny_4xb256_in1k-pss.onnx
[I] New Model:
    Name: main_graph | ONNX Opset: 14
    
    ---- 1 Graph Input(s) ----
    {input [dtype=float32, shape=('batch_size', 3, 224, 224)]}
    
    ---- 1 Graph Output(s) ----
    {output [dtype=float32, shape=('batch_size', 1000)]}
    
    ---- 384 Initializer(s) ----
    
    ---- 651 Node(s) ----
    
[I] PASSED | Runtime: 17.564s | Command: /usr/local/bin/polygraphy surgeon sanitize original/deit-tiny_4xb256_in1k.onnx --fold-constant -o optimized/deit-tiny_4xb256_in1k-pss.onnx