tool

• id: 14921
  tools_id: AOAT-014921
  tools_url: https://mindspore.cn
  tools_name: MindSpore
  publish_date: 2020-03-28
  is_active: 1
  created_at: 2025-07-23T05:58:33.471061
  updated_at: 2025-07-27T08:15:21.895024
  

---

badges

• tool_id: 14921
  badge_id: 17
  is_active: 1
  created_at: 2025-07-21T12:34:53.136634
  value: 1
  id: 17083
  updated_at: 2025-07-27T08:11:45.309133
  value_text:
  

---

• tool_id: 14921
  badge_id: 25
  is_active: 1
  created_at: 2025-08-18T18:20:27.28308
  value: 115543
  id: 36925
  updated_at: 2025-08-18T18:20:27.28308
  value_text:
  

---

images

• image_id: 38628
  tool_id: 14921
  image_url: https://ageofai.tools/wp-content/uploads/logo/AOAT-014921-logo.png
  image_type: logo
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

• image_id: 38629
  tool_id: 14921
  image_url: https://ageofai.tools/wp-content/uploads/sc/AOAT-014921-sc02.png
  image_type: screenshot
  alt_text:
  order:
  is_active: 1
  created_at: 2025-07-23T06:21:01.537453
  updated_at: 2025-07-27T08:07:15.656641
  

---

all_pricing_models

• pricing_model_id: 9
  pricing_model_name: Hybrid Models
  is_active:
  sort: 0
  

---

• pricing_model_id: 10
  pricing_model_name: Deprecated/Legacy
  is_active:
  sort: 0
  

---

• pricing_model_id: 1
  pricing_model_name: Free
  is_active: 1
  sort: 1
  

---

• pricing_model_id: 2
  pricing_model_name: Freemium
  is_active: 1
  sort: 2
  

---

• pricing_model_id: 12
  pricing_model_name: Free Trial
  is_active: 1
  sort: 3
  

---

• pricing_model_id: 3
  pricing_model_name: Subscription
  is_active: 1
  sort: 6
  

---

• pricing_model_id: 4
  pricing_model_name: Pay-As-You-Go (PAYG)
  is_active: 1
  sort: 4
  

---

• pricing_model_id: 5
  pricing_model_name: One-Time Purchase
  is_active: 1
  sort: 7
  

---

• pricing_model_id: 6
  pricing_model_name: Credit or Token-Based
  is_active: 1
  sort: 5
  

---

• pricing_model_id: 7
  pricing_model_name: Custom Pricing
  is_active: 1
  sort: 8
  

---

• pricing_model_id: 8
  pricing_model_name: Performance-Based
  is_active: 1
  sort: 9
  

---

• pricing_model_id: 11
  pricing_model_name: Miscellaneous
  is_active: 1
  sort: 10
  

---

active_pricing_model_names

ratings

• rating_id: 94391
  tool_id: 14921
  source_id: 3
  score: 4.979011499
  weight:
  comment:
  created_at: 2025-09-18T17:34:26.012342
  is_active: 1
  updated_at: 2025-09-18T17:34:26.012342
  

---

• rating_id: 67776
  tool_id: 14921
  source_id: 3
  score: 4.980742999
  weight:
  comment:
  created_at: 2025-08-13T10:00:43.6742
  is_active: 1
  updated_at: 2025-08-13T10:00:43.6742
  

---

• rating_id: 14921
  tool_id: 14921
  source_id: 3
  score: 4.96633
  weight:
  comment:
  created_at: 2025-06-28T07:52:01.316784
  is_active: 1
  updated_at: 2025-07-27T08:17:24.286376
  

---

seo

• seo_id: 14921
  tool_id: 14921
  title: MindSpore: Deep Learning Framework for Ascend AI Processor
  tldr:
  short_description: Unlock powerful AI solutions with our deep learning framework. Build, train, and deploy models efficiently using Ascend's processing power.
  introduction_title: AI in Deep Learning: Introducing MindSpore, a Framework Built for Ascend AI Processor Power
  introduction_body: AI in deep learning is constantly evolving, pushing the boundaries of what's possible. Enter MindSpore, an all-scenario deep learning framework meticulously designed to harness the immense computing power of Ascend AI processors. This innovative tool empowers data scientists and algorithmic engineers with a user-friendly development experience, ensuring efficient execution for complex deep learning tasks. MindSpore not only optimizes performance but also fosters a thriving ecosystem for AI software and hardware applications, propelling advancements in the field.
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  updated_at: 2025-07-27T08:11:20.221553
  

---

social_media

• tool_id: 14921
  network_id: 9
  social_media_url: https://github.com/mindspore-lab/mindaudio
  is_active: 1
  created_at: 2025-07-01T18:37:19.049558
  id: 22376
  updated_at: 2025-07-27T08:14:10.033253
  

---

• tool_id: 14921
  network_id: 16
  social_media_url: contact@public.mindspore.cn
  is_active: 1
  created_at: 2025-07-01T18:37:19.049558
  id: 22377
  updated_at: 2025-07-27T08:14:10.033253
  

---

tags

• tool_id: 14921
  tag_id: 2
  weight: 1
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54183
  updated_at: 2025-08-30T11:21:34.823415
  

---

• tool_id: 14921
  tag_id: 6
  weight: 2
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54184
  updated_at: 2025-08-30T11:21:34.823415
  

---

• tool_id: 14921
  tag_id: 5
  weight: 3
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54185
  updated_at: 2025-08-30T11:21:34.823415
  

---

• tool_id: 14921
  tag_id: 54
  weight: 4
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54186
  updated_at: 2025-08-30T11:21:34.823415
  

---

• tool_id: 14921
  tag_id: 93
  weight: 5
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54187
  updated_at: 2025-08-30T11:21:34.823415
  

---

• tool_id: 14921
  tag_id: 18
  weight: 6
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 54188
  updated_at: 2025-08-30T11:21:34.823415
  

---

• tool_id: 14921
  tag_id: 11
  weight: 1
  is_active: 1
  created_at: 2025-08-30T11:22:04.639878
  id: 114285
  updated_at: 2025-08-30T11:22:04.639878
  

---

• tool_id: 14921
  tag_id: 106
  weight: 2
  is_active: 1
  created_at: 2025-08-30T11:22:05.101849
  id: 114286
  updated_at: 2025-08-30T11:22:05.101849
  

---

• tool_id: 14921
  tag_id: 110
  weight: 3
  is_active: 1
  created_at: 2025-08-30T11:22:05.557782
  id: 114287
  updated_at: 2025-08-30T11:22:05.557782
  

---

• tool_id: 14921
  tag_id: 33
  weight: 4
  is_active: 1
  created_at: 2025-08-30T11:22:06.009088
  id: 114288
  updated_at: 2025-08-30T11:22:06.009088
  

---

• tool_id: 14921
  tag_id: 28
  weight: 5
  is_active: 1
  created_at: 2025-08-30T11:22:06.463592
  id: 114289
  updated_at: 2025-08-30T11:22:06.463592
  

---

• tool_id: 14921
  tag_id: 34
  weight: 6
  is_active: 1
  created_at: 2025-08-30T11:22:06.916433
  id: 114290
  updated_at: 2025-08-30T11:22:06.916433
  

---

• tool_id: 14921
  tag_id: 143
  weight: 7
  is_active: 1
  created_at: 2025-08-30T11:22:07.373501
  id: 114291
  updated_at: 2025-08-30T11:22:07.373501
  

---

• tool_id: 14921
  tag_id: 12
  weight: 8
  is_active: 1
  created_at: 2025-08-30T11:22:07.825186
  id: 114292
  updated_at: 2025-08-30T11:22:07.825186
  

---

• tool_id: 14921
  tag_id: 26
  weight: 9
  is_active: 1
  created_at: 2025-08-30T11:22:08.276185
  id: 114293
  updated_at: 2025-08-30T11:22:08.276185
  

---

• tool_id: 14921
  tag_id: 18
  weight: 10
  is_active: 1
  created_at: 2025-08-30T11:22:08.732472
  id: 114294
  updated_at: 2025-08-30T11:22:08.732472
  

---

toolsets

• tool_id: 14921
  toolset_id: 8
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 94013
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 14921
  toolset_id: 6
  weight: 2
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 94014
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 14921
  toolset_id: 21
  weight: 3
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 94015
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 14921
  toolset_id: 29
  weight: 4
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 94016
  updated_at: 2025-07-27T08:15:00.645841
  

---

• tool_id: 14921
  toolset_id: 47
  weight: 5
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 94017
  updated_at: 2025-07-27T08:15:00.645841
  

---

jobs

• tool_id: 14921
  job_id: 42
  weight: 1
  is_active: 1
  created_at: 2025-07-23T06:17:37.581901
  id: 206942
  updated_at: 2025-07-27T08:12:08.543303
  

---

platforms

• tool_id: 14921
  platform_id: 1
  priority: 1
  platform_url: https://mindspore.cn
  is_active:
  created_at: 2025-07-23T06:17:37.581901
  id: 14919
  updated_at: 2025-08-19T21:08:29.425
  

---

• tool_id: 14921
  platform_id: 1
  priority: 1
  platform_url: https://mindspore.cn
  is_active: 1
  created_at: 2025-08-19T17:38:31.146196
  id: 43795
  updated_at: 2025-08-19T17:38:31.146196
  

---

• tool_id: 14921
  platform_id: 16
  priority:
  platform_url: https://github.com/mindspore-lab/mindone
  is_active: 1
  created_at: 2025-09-17T15:30:22.158059
  id: 65217
  updated_at: 2025-09-17T15:30:22.158059
  

---

score_log

• log_id: 206645
  tool_id: 14921
  final_score: 4.47
  logged_at: 2025-09-18T17:34:26.012342
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.979011499 (w=58.000) | Base Score: 4.979 | Final: 4.472
  final_score_2: 4.4721630654
  

---

• log_id: 186421
  tool_id: 14921
  final_score: 4.47
  logged_at: 2025-08-19T16:20:53.067949
  change_reason: rating_sources changed | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.980742999 (w=58.000) | Base Score: 4.981 | Final: 4.474
  final_score_2: 4.4737183039
  

---

• log_id: 170876
  tool_id: 14921
  final_score: 4.48
  logged_at: 2025-08-19T16:20:25.813463
  change_reason: rating_sources changed | Coverage: 10.2% | Penalty: 0.8999
  triggered_by: System
  source_summary: Similar web Raiting: 4.980742999 (w=59.000) | Base Score: 4.981 | Final: 4.482
  final_score_2: 4.4823150663
  

---

• log_id: 150087
  tool_id: 14921
  final_score: 4.47
  logged_at: 2025-08-13T10:00:43.6742
  change_reason: New rating added | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.980742999 (w=58.000) | Base Score: 4.981 | Final: 4.474
  final_score_2: 4.4737183039
  

---

• log_id: 144459
  tool_id: 14921
  final_score: 4.46
  logged_at: 2025-08-12T06:15:25.263278
  change_reason: Rating source weights updated | Coverage: 8.6% | Penalty: 0.8982
  triggered_by: System
  source_summary: Similar web Raiting: 4.966330000 (w=58.000) | Base Score: 4.966 | Final: 4.461
  final_score_2: 4.460772505
  

---

• log_id: 133428
  tool_id: 14921
  final_score: 4.47
  logged_at: 2025-08-11T16:36:22.187859
  change_reason: Applied precise penalty formula - Similar Web = 4.5 | Coverage: 10.2% | Penalty: 0.9000
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.966330000 (w=49.000) | Base Score: 4.966 | Final: 4.470
  final_score_2: 4.4695331111
  

---

• log_id: 122295
  tool_id: 14921
  final_score: 3.85
  logged_at: 2025-08-11T16:32:06.680827
  change_reason: Applied milder penalty formula - v2 | Coverage: 10.2% | Penalty: 0.776
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.966330000 (w=49.000) | Base Score: 4.966 | Final: 3.851
  final_score_2: 3.8514385783
  

---

• log_id: 111162
  tool_id: 14921
  final_score: 2.74
  logged_at: 2025-08-11T16:28:07.06408
  change_reason: Applied new fair penalty system | Coverage: 10.2% | Penalty: 0.551
  triggered_by: Manual Refresh
  source_summary: Similar web Raiting: 4.966330000 (w=49.000) | Base Score: 4.966 | Final: 2.737
  final_score_2: 2.7365521229
  

---

• log_id: 100029
  tool_id: 14921
  final_score: 4.97
  logged_at: 2025-08-11T16:16:08.254948
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.966330000 (w=49.000)
  final_score_2: 4.96633
  

---

• log_id: 79550
  tool_id: 14921
  final_score: 0.51
  logged_at: 2025-08-11T16:10:08.878468
  change_reason: weights updated to defaults
  triggered_by: Manual
  source_summary: Similar web Raiting: 4.966330000 (w=5.00)
  final_score_2: 0.5067683673
  

---

• log_id: 44444
  tool_id: 14921
  final_score: 4.97
  logged_at: 2025-06-28T07:38:34.661785
  change_reason: New rating added
  triggered_by: System
  source_summary: Similar web Raiting: 4.966330000 (weight: 1.0000)
  final_score_2: 4.96633
  

---

last_update

• tool_id: 14921
  last_update: 2025-08-18T18:20:27.28308
  

---