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quanto-exps-2/benchmark_2.py

@@ -105,7 +105,8 @@ if __name__ == "__main__":
         run_inference(pipeline, args.batch_size)
 
     time = benchmark_fn(run_inference, pipeline, args.batch_size)
-    memory = bytes_to_giga_bytes(torch.cuda.max_memory_allocated())  # in GBs.
+    torch.cuda.empty_cache()
+    memory = bytes_to_giga_bytes(torch.cuda.memory_allocated())  # in GBs.
     print(
         f"ckpt: {args.ckpt_id} batch_size: {args.batch_size}, qte: {args.qte}, "
         f"torch_dtype: {args.torch_dtype}, qtype: {args.qtype}  in {time} seconds and {memory} GBs."

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-first@1-second@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.201", "time": "2.843", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-first@1-second@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "12.509", "time": "2.775", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-first@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.198", "time": "2.750", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 0, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-first@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "12.509", "time": "2.723", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 0, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-fuse@0_info.json

@@ -1 +1 @@
-{"batch_size": 1, "memory": "7.630", "time": "2.767", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null}
+{"batch_size": 1, "memory": "7.637", "time": "2.757", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-second@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.321", "time": "2.820", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 0, "second": 1, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-second@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "12.597", "time": "2.785", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 0, "second": 1, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@fp8-qte@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.289", "time": "2.723", "dtype": "bf16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 0, "second": 0, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-first@1-second@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.206", "time": "2.712", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-first@1-second@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "12.514", "time": "2.699", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-first@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.200", "time": "2.629", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 1, "second": 0, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-first@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "12.508", "time": "2.586", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 1, "second": 0, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-fuse@0_info.json

@@ -1 +1 @@
-{"batch_size": 1, "memory": "7.634", "time": "2.641", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null}
+{"batch_size": 1, "memory": "7.631", "time": "2.641", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-second@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.289", "time": "2.710", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 0, "second": 1, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-second@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "12.635", "time": "2.680", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 0, "second": 1, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@bf16-qtype@int8-qte@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.287", "time": "2.596", "dtype": "bf16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 0, "second": 0, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-first@1-second@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.200", "time": "2.858", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-first@1-second@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "14.384", "time": "2.833", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-first@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.204", "time": "2.789", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 0, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-first@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "14.384", "time": "2.730", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 1, "second": 0, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-fuse@0_info.json

@@ -1 +1 @@
-{"batch_size": 1, "memory": "7.630", "time": "2.803", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null}
+{"batch_size": 1, "memory": "7.631", "time": "2.790", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-second@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.325", "time": "2.875", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 0, "second": 1, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-second@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "14.475", "time": "2.818", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 0, "second": 1, "third": 0}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@fp8-qte@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.294", "time": "2.781", "dtype": "fp16", "qtype": "fp8", "qte": 1, "exclude_layers": null, "first": 0, "second": 0, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@int8-qte@1-first@1-second@1-third@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "8.201", "time": "2.714", "dtype": "fp16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 1}

quanto-exps-2/ckpt@sd3-bs@1-dtype@fp16-qtype@int8-qte@1-first@1-second@1_info.json

@@ -0,0 +1 @@
+{"batch_size": 1, "memory": "14.386", "time": "2.698", "dtype": "fp16", "qtype": "int8", "qte": 1, "exclude_layers": null, "first": 1, "second": 1, "third": 0}